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A critical examination of advanced approaches in green chemistry: microbial bioremediation strategies for sustainable mitigation of plastic pollution

Abstract

Background

The escalating concern regarding the environmental impact of plastic waste necessitates the adoption of biodegradable methodologies to curtail its adverse effects. A profound comprehension of the intricate interplay between bacteria and polymers becomes imperative for devising effective solutions to address plastic-induced environmental challenges.

Main body of the abstract

Numerous microorganisms have evolved specialized mechanisms for the degradation of plastics, rendering them amenable to application in green chemistry for the elimination of hazardous plastics from the ecosystem. This article offers a comprehensive survey of contemporary microbial bioremediation approaches geared towards augmenting plastic waste management and ameliorating plastic pollution. Emphasis is placed on elucidating the potential of microorganisms in mitigating the deleterious repercussions of plastics on ecosystems and human health, underscoring the significance of advanced strategies in green chemistry for sustainable plastic pollution mitigation.

Short conclusion

Current research emphasizes the effectiveness of naturally occurring soil microorganisms, particularly fungi like Aspergillus and bacteria like Bacillus, in breaking down plastics. To harness this potential on a broader scale, optimization of microbial activity conditions and pre-treatment with environmentally beneficial compounds are essential.

Background

According to recent statistics, the world's industries produce roughly 140 million tonnes of plastic annually, with a more significant proportion of that amount being released into the environment as garbage [1,2,3,4]. The use of chemicals, detergents, cosmetics, medicines, and food packaging accounts for thirty percent of these tonnes [5]. Approximately 64% of synthetic plastics are made of polyethylene, which has a high molecular weight and hydrophobicity. A considerable amount of the 500 billion to 1 trillion polythene materials manufactured annually worldwide end up in the natural environment (land and water) [6,7,8,9]. This raises serious environmental concerns. Approximately 10% of municipal garbage produced worldwide is attributed to packaging materials like polythene [10,11,12]. However, only 5% of the trash is recycled, and the remainder is buried underground, where it takes roughly 100 years for the material to decompose naturally without the aid of bacteria [13,14,15]. This results from their resistance, perseverance, and inability to degrade [16,17,18]. Humans may be subjected to severe health and ecological stresses as a result of this pollution. Particularly worrying microplastics have been linked to instantaneous mortality when ingested by aquatic creatures [19,20,21,22].

Due to the rise in environmental issues caused by plastics, the usage of physical [23, 24], and chemical [25,26,27] methods to break down plastic garbage has been condemned. The biological destruction (Biodegradation) of plastic using bacteria and fungus [28,29,30] has gained popularity recently owing to their efficacy, affordability, environmental friendliness, and sustainability. Multiple factors, including substrate accessibility, polymer surface area, shape, and molecular weight, all play a role in the biodegradation process [31, 32]. One may use a variety of metrics to assess this deterioration, including by the amount of carbon dioxide released into the atmosphere, the percentage change in the mechanical characteristics and/or chemical structure of the polymer, and the amount by which the substrate itself degrades. At the beginning of research into microbial biodegradation, scientists looked into how microbes may affect the physical qualities of plastics, such as water absorption, crystallinity, and tensile strength. Plastic waste may be assimilated into carbon sources or degraded into important alkane compounds using microbial biotechnology. This offers a promising possibility to increase plastic recycling and, by extension, to minimize environmental plastic pollution [33,34,35].

Microbes may break down plastics by first producing extracellular enzymes, then attaching those enzymes to the surface of the plastic, then hydrolyzing the plastic into short polymer intermediates, and finally ingesting those intermediates as a carbon source in order to produce carbon dioxide (Fig. 1). In recent years, several bacteria capable of degrading these polymers have been found, despite the synthetic nature of these polymers. Together with the bacterial consortia, abiotic factors facilitate the mineralization, assimilation, depolymerization, and fragmentation of environmental plastic wastes into carbon dioxide, nitrogen, methane, and water molecules, monomers, dimers, and oligomers [36,37,38]. Since the 1970s, certain strains of bacteria from the genera Aspergillus [39,40,41], Penicillium [42,43,44], Streptomyces [45,46,47], Pseudomonas [48,49,50], and Bacillus [51,52,53] have been utilized to break down plastic trash. Though the microorganisms responsible for plastic breakdown have been narrowed down, further study is required to confirm the identities of the specific causes.

Fig. 1
figure 1

Biodegradation process of plastic waste

Global concern has been raised about the enormous amount of poly(ethylene terephthalate) (PET) [54,55,56], polyvinyl chloride (PVC) [51, 57], polyamide (PA), polyethylene (PE), polypropylene (PP) that appears to take centuries to break down in the environment. Moreover, the COVID-19 pandemic has amplified the already alarming issue of plastic pollution, driving an unprecedented surge in the demand for single-use plastics such as personal protective equipment (PPE) [58]. This surge has further strained an already overwhelmed waste management system and exacerbated the pollution of our natural environments. In response to this, there is a growing emphasis on exploring innovative strategies to tackle plastic pollution. One such strategy gaining traction is plastic bioremediation. As the imperative for sustainable solutions intensifies, the focus on biodegradable methodologies gains prominence, necessitating a nuanced understanding of the intricate symbiosis between bacteria and polymers. This discourse delves into advanced microbial bioremediation strategies grounded in green chemistry, offering a comprehensive exploration of cutting-edge approaches to enhance plastic waste management and alleviate the escalating spectre of plastics pollution.

The primary contributions of this research article are as follows:

  1. 1.

    From the standpoint of developing plastic waste management, the study provides substantial information regarding microbes capable of effectively digesting polymers.

  2. 2.

    The study describes several ways in which bacteria may be used to break down plastic.

  3. 3.

    The study's principal goal is to understand how bacteria are used in the control of trash plastics.

  4. 4.

    The study also seeks to uncover existing developments in the microbial breakdown biodegradation of plastic trash.

The remainder of the study is structured as follows: Section "Research approach" provides specifics on the methodology used, which was derived from best practises for critical literature reviews. In the section titled "Biodegradation of Plastic Waste by Microorganisms," we briefly address the bioremediation by various microbes. The section under "Limitations" describes the restrictions that this study had to operate within. The last section of the paper, "Conclusions," outlines the entire work.

Research approach

The Web of Science, Scopus, PubMed, and Google Scholar were among the databases searched as criteria for including and excluding the study. The search was conducted using key terms related to the microbial bioremediation of plastic waste. Additionally, the "AND" and "OR" Boolean operators were used to construct relevant words. After data source evaluation, all filtered sources were collected and checked for duplication using Mendeley Desktop Version 2.61.1. Titles and abstracts served as the primary criteria for screening. Full-text screening was also applied to the remaining articles. Studies evaluating incomplete publications (In press) and papers on the auxiliary subject were disregarded. We further excluded correspondence, discussions, editorials, books, systematic reviews, book chapters, conference abstracts, doctoral dissertations, and brief communications. This study included papers that discussed the role of microbial bioremediation in the removal of plastic waste. Additionally, we manually looked through relevant and referenced papers from the research and reviews that were included.

Main text

The process of plastic waste decomposition by microbes is closely linked to the chemical makeup of the polymers, environmental factors, and microbial behaviour. Microorganisms are essential in the process of decomposing plastic polymers into smaller pieces, which eventually results in the transformation of these pieces into innocuous chemicals such as carbon dioxide and water. The degradation of polymers is an intricate process that is affected by both inherent characteristics of the polymer and external environmental influences. The chemical composition of a polymer, which includes its arrangement, presence of different atoms, and other substances, greatly affects its vulnerability to degradation [59]. Polymers consisting only of carbon chains, particularly those containing double bonds, exhibit greater inertness in comparison to polymers including heteroatoms or additives [60]. Their high level of purity reduces their susceptibility to external influences, hence decelerating the process of deterioration.

The length and content of the carbon backbone are significant factors. Polypropylene, which has longer chains, often demonstrates resistance to degradation [61]. However, the inclusion of heteroatoms might potentially undermine this resistance. Moreover, the degradation rates are influenced by the polarity of the polymer, with nonpolar molecules exhibiting lower susceptibility to degradation. The degree of crystallinity of a polymer also impacts its degradation. Crystalline polymers have a higher resistance to degradation compared to amorphous compounds [62]. They require less water and oxygen to start decomposing. The molecular weight of polymers is a significant factor that affects their degradation rate. Polymers with larger molecular weights have smaller relative surface areas, resulting in slower degradation [63].

The degradability of a polymer is further influenced by the production method and the additives employed. Within landfills, the combination of UV radiation and heat can trigger breakdown by auto-oxidation, causing polymers to break down into microplastics [64, 65]. These microplastics are then further degraded by microbes, resulting in the production of carbon dioxide and water. Polymers such as polyethylene, polypropylene, and polystyrene mostly break down in the presence of oxygen and exposure to UV radiation [66]. This process results in the formation of different end products, which vary depending on the kind of polymer.

The process of anaerobic degradation that occurs in landfills leads to the generation of methane and water, which is facilitated by microbial enzymes that aid in the breakdown of polymers [67]. During the process of degradation, petrochemicals undergo changes such as increased brittleness, discoloration, and the formation of new functional groups. Microorganisms have a tendency to attack the shapeless parts of plastics, whereas the structured sections break down at a slower rate.

Bioremediation by Achromobacter sp.

Achromobacter (Alcaligenaceae family) is a bacterial genus belonging to the Burkholderiales order. The cells are straight rods motile by one to twenty percent of flagella. They are aerobic and may be found in fresh and saltwater and soil. Also recognized as a contaminant in laboratory cell cultures [68, 69]. In a study published in 2022, to expedite the biodegradation of thermo-oxidatively pretreated PVC and Low-Density Polyethylene (LDPE), researchers have successfully identified Achromobacter denitrificans from compost [70]. In bacterial flasks made of PVC and LDPE, the percentage of dry weight lost was 12.3% and 6.5%, respectively, and the amount of extracellular protein was 326.4 and 112.32 mg/L, respectively. PVC underwent treatment that caused its pH to rise to 5.12, and its thermal stability was enhanced by 29 °C. Fourier Transform Infrared Spectroscopy (FTIR) results show that chain breakage in the major backbone, synthesis of new groups, and oxidation of antioxidants have all altered the chemical composition of LDPE. The carbonyl groups formed as a byproduct of LDPE breakdown are responsible for the appearance of peaks between 1700 and 1850 cm−1. Scanning Electron Microscopy (SEM) verified surface changes in LDPE and PVC.

Another research found that a novel bacterial Achromobacter xylosoxidans influences the structure of High-Density Polyethylene (HDPE) [71]. By studying the coding sequences of the 16S ribosomal subunit, a hitherto undiscovered strain of A. xylosoxidans known as PE-1 was extracted from the soil and identified. Degradation of the HDPE chemical structure was seen in analyses of foil samples performed using SEM and Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy (ATR-FTIR). As a consequence, HDPE foil was found to lose around 9% of its weight. On the basis of a comparison between the spectrum of the raw material before the bacterial treatment and the range from a database of spectra, it was anticipated that the microorganisms primarily depended on the HDPE for their carbon and energy needs.

Bioremediation by Aspergillus sp.

Fungi of the genus Aspergillus are often found living as saprophytes in the soil, where they consume dead plants and other organic matter, including seeds and grains. The individuals that belong to this genus can flourish in environments with high osmotic pressure. Because of the high oxygen tension, species of the genus Aspergillus may be found in almost all environments rich in oxygen. In these environments, they often take the form of moulds on the surface of the substrate [72,73,74]. An investigation was carried out on the biodegradation of black LDPE sheets by a fungus isolated from several Egyptian landfills [75]. For 16 weeks, minimum salt medium and LDPE sheets were heated to 30 °C and rotated at 120 rpm in a rotary shaker. The fungal strains A. fumigatus MF 276893 and A. carbonarius MH 856457.1 were found to be promising LDPE biodegradation agents. The sheet weight loss percentage was much higher in a mixed culture of the two strains compared to a single isolate. Physical and chemical treatments were also used to increase the degradation capacity. By 5.89% (chemical treatment), 17.76% (HNO3 treatment), and 39.1% (heat treatment), biodegradation was found to be accelerated. New functional groups associated with hydrocarbon biodegradation were validated by FTIR, demonstrating the essential involvement of manganese peroxidase in the process. In addition to surface changes in biodegraded LDPE (as determined by SEM), differences in FTIR spectra of mixed culture biomass before and after biodegradation proved that LDPE was depolymerized. It has been reported that these strains are capable of complete biodegradation of plasticizers such as tributyl acetylcitrate, 1,2-benzenedicarboxylic acid diisooctyl ester, diisssctyl phthalate, and bis(2-ethylhexyl) phthalate, using Gas Chromatography-Mass Spectrometry (GC–MS). Another research determined five fungal isolates, including Brown rot, White rot, A. flavus, and A. Niger fungi isolated from various landfills in Peshawar, Pakistan [29]. Weight loss percentage analysis after 30 days of incubation was used to determine the biodegradation potential of these isolates against LDPE polymers. white rot, brown rot, A. flavus, and A. niger fungus all demonstrated biodegradation percentages of 22.7%, 18.4%, 16.1%, and 22.9%, respectively.

Further research used Fusarium solani, A. versicolor, and A. flavus, all of which were retrieved from a municipal waste yard in Chennai, India, to study the biodegradation of LDPE [76]. The polymers were tested for degradation by exposure to microbial cultures for 60 days in the lab. FTIR spectra verified the biodegradation of LDPE, whereas Field Emission Scanning Electron Microscopy (FESEM) micrographs demonstrated that the fungi had colonized the polythene matrix as a result of their metabolic activities. Sturm test results suggest A. versicolor strain is a more promising LDPE-degrading option than the F. solani and A. flavus strains. Under controlled laboratory conditions, the biodegradation rate of LDPE sheets was measured after being inoculated with bacteria and fungi collected from various locations around the Dandora dumpsite [77]. Researchers incubated the LDPE sheets for 16 weeks at 37 °C for bacteria and 28 °C for fungus. A.s oryzae strain A5 showed the greatest fungal degradation activity, decreasing the average weight by 36.42 ± 5.53%. Findings suggest that Aspergillus, Bacillus, and Brevibacillus are promising candidates for biodegrading LDPE. Moreover, a group of researchers extracted fungal candidates from a nearby dumping site. Mushrooms were grown in a broth made of mineral salts and LDPE powder. In broth medium supplemented with LDPE, only two (RH06 and RH03) of the nine isolates showed the maximum growth response. The findings showed that after 45 days of culture, there was a 5.13% drop in the weight of LDPE film when using isolate RH03, and there was a 6.63% decrease when using isolate RH06. In addition to this, the tensile strength of the treated film was found to be reduced by 58% over the board and 40% in each isolate. The LDPE film's surface developed a groove and a roughness, as shown by an electron microscopy analysis. Moreover, DNA sequencing and Polymerase Chain Reaction data confirmed that strains RH06 is A. nomius and RH03 is Trichoderma viride, with a 96% and 97% degree of similarity, respectively. The ability of A. clavatus to degrade LDPE in an aqueous medium was observed for 90 days [78]. PE mass loss, CO2 evolution measured by the Strum test, FTIR, and SEM/Atomic Force Microscopy (AFM) morphological alterations all corroborated the deterioration. Researchers used enrichment culture and screening processes to identify two strains of Lysinibacillus sp. and Aspergillus sp. from waste soils in Tehran, which showed outstanding capacities to break down LDPE [79]. UV-irradiated and non-irradiated pure LDPE films without pro-oxidant additives underwent 126 days of biodegradation in soil with and without mixed cultures of selected microorganisms. As seen by carbon dioxide soil measurements taken after 126 days, biodegradation was moderate in the absence of microorganisms; UV-irradiated and non-UV-irradiated LDPE mineralization was only 8.6% and 7.6%, respectively. Biodegradation was much more effective when the targeted microorganisms were present, with biodegradation percentages for UV-irradiated and non-UV-irradiated films being 29.5% and 15.8%, respectively. When UV-irradiated LDPE was biodegraded in soil containing the designated microorganisms, the percentage decline in the carbonyl index was more pronounced. X-ray diffraction (XRD), FTIR, and SEM confirmed that the chosen microorganisms were able to alter and colonize both kinds of PE.

An A. flavus fungi PEDX3 was identified from the digestive tract of the wax moth, Galleria mellonella [41]. The results of a 28-day incubation period demonstrated that strain PEDX3 was capable of breaking down HDPE MPP (microplastic particles) into the MPP with reduced molecular weight. As measured by FTIR, the breakdown of PE was further confirmed by the presence of carbonyl and ether groups of MPP. Additionally, Reverse Transcription-Polymerase Chain Reaction (RT-PCR) was used to look for possible degradation enzymes. At the end of the degradation process, two genes, AFLA 053930 and AFLA 006190, encoding laccase-like multicopper oxidases, were found to have had their expression levels increase, indicating that they encode probable PE-degrading enzymes. In another investigation, A. flavus VRKPT2 and A. tubingensis VRKPT1 isolated from the PE trash deposited in marine coastal regions were tested under in vitro conditions to be efficient in HDPE breakdown [80]. The isolated fungus was identified based on internal transcribed space (ITS) homology sequence analysis. Even after 1 month of incubation, the biofilm development detected using an epifluorescent microscope revealed the vitality of fungal strains.

Bioremediation by Bacillus sp.

Bacillus species are rod-shaped, aerobic, sporulating bacteria abundant in nature. They may be either obligatory aerobes, which are oxygen-dependent, or facultative anaerobes and may thrive without oxygen [81]. A study was set out to determine how effective bacterial isolates were in degrading microplastics in the Vaigai River in Madurai, India [82]. After being properly processed, the isolates were included in the degradation of UV-treated PE and PP. Four bacterial isolates, including Bacillus sp. (BS-2), Bacillus paramycoides (BP), Bacillus cereus (BC), and Bacillus sp. (BS-1), passed the first screening and were evaluated for the 21-day degrading experiment. Bacterial isolates were stuffed into the microplastics, and a shake flask experiment was conducted using two different methods, each with a control. Degradation of the microplastics was demonstrated by a decrease in their weight, an increase in their fragmentation, and a shift in their surface area compared to control studies (microplastics without isolates). Although PP degradation was most significant with BP (78.99 ± 0.005%) and BC (63.08 ± 0.009%) when used separately, the greatest PP and PE degradation were achieved when BC and BP were used together (78.62 ± 2.16% and 72.50 ± 20.53%).

Activated sludge was studied as a potential biocatalyst for the degradation of microplastics in water [83]. It was initially tested for its ability to hydrolyze PET polymers pretreated at 100 °C for an hour. To assess degradation potential, the consortium undertook a typical CO2 evolution test at pH 7–7.5, 30 °C, 168 days reactor residence time, and 2.63 g/L PET concentration. After being incubated, the group was able to break down 17% of the PET. Surface erosion was responsible for the unaltered molecular weight. Biodegradation was also noticeably accelerated in the presence of abundant oxygen. Agromyces mediolanus PNP3 and B. cereus SEHD031MH were discovered to be two of the consortium's isolated bacterial strains. Even though growth was optimal for both strains when grown on PET medium alone, only B. cereus showed enzyme activity in a clear-zone assay. The bacterial degradation of polyhydroxybutyrate (PHB) was studied in a solid-media culture setting over a range of temperatures and salinities [53]. After 14 days of cultivation on PHB film, studies show that Bacillus sp. JY14 can destroy around 98% of PHB. This species was shown to be able to biodegrade P(3HB-co-3HV) and P(3HB-co-4HB).

In a study, sixty marine bacteria were tested for their capacity to digest LDPE [84]. When tested using polythene as the only carbon source for growth, only three were discovered to be effective. Positive isolates were identified by comparing their 16S rRNA gene sequences. The researcher determined that they belonged to the genus Kocuria, species M16; genus Bacillus, species M27; and genus Bacillus subtilis, species H1584. During a 30-day incubation period with H1584, M27, and M16 isolates, PE lost 1.7%, 1.5%, and 1% of its weight. Hydrophobicity on the cell surface was highest (32% in M16), then 15% in H1584, and finally 27% in M27. A triphenyltetrazolium chloride reduction assay was used to verify the vitality of the isolates grown on the PE surface. Calculations of the Keto Carbonyl Bond Index, Ester Carbonyl Bond Index, and Vinyl Bond Index from FTIR spectra showed increases consistent with PE biodegradation.

Bioremediation by Collectotrichum sp.

Colletotrichum (sexual stage: Glomerella) is a genus of endophytes or phytopathogens that are symbionts to plants. Some species in this genus may have a symbiotic relationship with their host plants [85]. Thirty fungi were tested for biodegradability of LDPE films in mineral salt medium agar [86]. Stagonosporopsis citrulli, Collectotrichum fructicola, Thyrostroma jaczewskii, and Diaporthe italiana grew much faster than Aspergillus niger when grown on LDPE film as the sole carbon source. For a further 90 days, they were grown in a broth made of mineral salts and LDPE film instead of any other carbon source. CO2 emissions ranged from 0.45 to 1.45 g/L for D. italiana, 0.36 to 1.22 g/L for T. jaczewskii, 0.33 to 1.26 g/L for C. fructicola, 0.37 to 1.27 g/L for S. citrulli, and 0.33 to 1.27 g/L for A. niger when they were cultured on LDPE film. Compared to the levels of lignin peroxidase and manganese peroxidase secreted by the same fungus, the quantity of laccase enzyme produced was reported to be much higher. It was further investigated how these fungi degrade LDPE sheets when cultured. Weight loss was recorded as 28.78, 45.12, 48.78, 46.34, and 43.90%; tensile strength as 3.34, 1.86, 0.43, 1.78, and 1.56 MPa for LDPE films cultured with A. niger, S. citrulli, C. fructicola, T. jaczewskii, and D. italiana, respectively. After incubation with various fungi, especially C. fructicola, FTIR measurement revealed an increased carbonyl index in LDPE films. The biodegradation of LDPE films was validated by SEM analysis, which revealed morphological changes on the film's surface, including cracks, scions, and holes. The Volatile Organic Compounds, 1,1-dimethoxy-decane, 1,3-dimethoxy-5-(1-methylethyl)-benzene, and 1,3-dimethoxy-benzene were found in these fungi. In terms of biodegradation of LDPE, C. fructicola shows promise as a resource and may be incorporated in fungal-based plastic degrading systems.

Bioremediation by Comamonas sp.

Gram-negative, rod-shaped spirilla (often called “rods”) are found in bacteria of the genus Comamonas. These microorganisms are chemoorganotrophic, meaning they feed off of organic matter rather than sugars, and they are aerobic [87]. The breakdown of dimethyl phthalate (DMP) by a Comamonas testosterone bacterial strain, DB-7, was investigated in a study [88]. The results indicate that DMP at varying doses was quickly destroyed, with over 99% degradation occurring within 14 h at 450 mg/L. The breakdown rate of DMP was found to be positively proportional to the inoculum volume of the bacteria, with the ideal degradation temperature being 30–35 °C and pH 9.0, respectively. According to HPLC (High-performance liquid chromatography) and LC/MS (Liquid Chromatography-Mass Spectrometry) studies of metabolic products, phthalic acid (PA) and mono-methyl phthalate (MMP) are the primary degrading intermediates formed by DB-7 during the breakdown of DMP.

Bioremediation by Enterobacter sp.

The genus Enterobacter includes rod-shaped, non spore-forming, gram-negative, facultatively anaerobic bacteria of the Enterobacteriaceae family. The type genus of the family Enterobacterales [89]. A group of researchers conducted research on the breakdown of LDPE by the recently discovered Enterobacter cloacae AKS7 [90]. A progressive rise in Extracellular Polymeric Substance (EPS) production by the organism (AKS7) was also identified, indicating the establishment of an effective biofilm on the LDPE surface. In addition, two AKS7 mutants with significantly reduced cell-surface hydrophobicity compared to their wild type were screened. The results of which contrasted to wild-type AKS7 cells, the mutants exhibited lower levels of LDPE breakdown. Further analysis showed that, in contrast to wild-type cells, AKS7 mutant cells lacked the ability to adhere to LDPE. The findings showed that AKS7's hydrophobic cell surface promotes the growth of microbial biofilm on LDPE, leading to more efficient breakdown of the plastic by the microbe. Given these results, the organism may be evaluated as a bio-remediating agent for the long-term degradation of polythene-based toxic waste.

Bioremediation by Halomonas sp.

Halomonas is a genus of salt-tolerant (halophilic) bacteria. They are rod-shaped gram-negative bacteria and develop in the presence of oxygen. However, it has been reported that some may grow without oxygen [91]. Four bacterial strains with the ability to biodegrade LDPE were identified by a research group [92]. The 16S rRNA gene sequencing technique indicated that bacterial isolates H-265, H-256, H-255, and H-237 were closely related to Alcanivorax sp., Exigobacterium sp., Halomonas sp., and Cobetia sp., respectively. Researchers used the Bushnell-Haas medium to incubate these bacterial strains separately for 90 days while providing them with LDPE sheets as a carbon source. Bacterial isolates were able to develop a viable biofilm on the surface of LDPE during the biodegradation experiment, reducing the films' thermal stability. After the incubation research, the bacterial isolate H-255 was shown to have caused a maximum LDPE film weight decrease of 1.72%. FESEM and AFM demonstrated that bacterial adhesion to the film altered its physical structure (surface erosion, roughness, and deterioration). When compared to a control LDPE film, the spectra obtained using ATR-FTIR demonstrated a shift in the peaks associated with C–H stretching and C=C bond stretching and the development of additional peaks associated with C–O stretching and –C=C– bond stretching. Furthermore, carbon remineralization and enzymatic activity validated the biodegradation of LDPE film. This research demonstrated that some marine bacteria actively biodegrade LDPE film, and that these bacteria have the potential to lessen marine plastic pollution.

Bioremediation by Klebsiella sp.

The gram-negative, encapsulated, non-motile, facultatively anaerobic, lactose-fermenting, rod-shaped bacterium Klebsiella pneumoniae is characterized by its unique characteristics. It occurs naturally in the soil, and around 30% of strains are capable of fixing nitrogen under anaerobic environments [93]. Klebsiella pneumoniae CH001, a clinical isolate, was screened for bioremediation of HDPE [94]. After 60 days of growth in nutritional broth at 30 °C and 120 rpm, results indicated that this strain could develop a substantial biofilm on HDPE surfaces. The Universal testing machine (UTM) results indicated a considerable drop in HDPE film's tensile strength (60%) and weight (18.4%). In addition, SEM research revealed surface fractures in the HDPE, while AFM findings demonstrated an increase in surface roughness during bacterial incubation. Taken together, findings suggest that K. pneumoniae CH001 is a promising option for the environmentally responsible breakdown of HDPE in natural settings.

Bioremediation by Penicillium Sp.

Penicillium is a genus of ascomycetous fungus that is an integral component of the mycobiome of several species. Certain species of the genus generate penicillin, an antibiotic chemical that kills or inhibits the development of certain types of bacteria. Other species are used in cheese production. According to the tenth edition of the Dictionary of the Fungi (2008), the broad genus has more than 300 species [95]. Because of its rapid colony development in the screening medium, the isolate Penicillium citrinum was chosen for biodegradation research. In a research, 16 plastic-degrading fungi were isolated from plastic-laden landfill soil in Bhopal, India [44]. Fungi capable of decomposing PE were screened for using a mineral salt agar medium spiked with 3% LDPE powder. Untreated LDPE fragments lost 38.82 ± 1.08% of their weight when exposed to P. citrunum; however, after being pretreated with nitric acid, biodegradation increased by 47.22 ± 2.04%. New functional groups ascribed to hydrocarbon biodegradation appeared in FTIR spectra, suggesting enzymatic participation in the process. Depolymerization of LDPE was validated by changes in the FTIR spectra and FE-SEM of LDPE samples (both untreated and pretreated) before and after biodegradation. Variations in the rates of thermal breakdown between biodegraded and control samples provide more evidence of biodegradation. The remarkable competence of P. citrinum in LDPE degrading without any pre-treatment has been reported for the first time in this work.

To effectively biodegrade polyvinyl alcohol (PVA) in vitro, researchers set out to discover and broadly screen endophytic fungi (from specified plants) [42]. Seventy-six endophytic fungi were cultured in total on a PVA screening agar medium. Using a combination of phenotypic traits, ITS ribosomal gene sequences, and phylogenetic analysis, 10 isolates were found to have a potential biodegrading effect and were subsequently identified. After 10 days of growth at 150 rpm and 28 °C, four strains showed maximal PVA-degradation in the liquid medium. Penicillium brevicompactum OVR-5 removed 81% of PVA, Talaromyces verrucosus PRL-2 removed 67%, Penicillium polonicum BJL-9 removed 52%, and Aspergillus tubingensis BJR-6 removed 41%. OVR-5 was found to be the most promising PVA biodegradation isolate, producing laccase, manganese peroxidase, and lipase enzymes at an ideal pH of 7.0 and an optimal temperature of 30 °C. This work hypothesized a possible PVA breakdown mechanism for OVR-5 in light of investigations of its metabolic intermediates, which GC–MS discovered. Both SEM and FTIR verified the biodegradation findings.

The antarctic filamentous fungus was studied for its ability to degrade polyurethane (PU), polystyrene (PS), and PE samples in a liquid solution [96]. Plastic samples were either inoculated with Antarctic fungus (Mortierella, Geomyces, Penicillium species), treated, left untreated, or artificially aged in a UV chamber for 500 h per ASTM G155. All samples were kept in an incubator for 90 days at 18 °C. The rate of weight loss was examined as a function of time to evaluate the physical–chemical and biological degradation of plastics. In the artificial ageing chamber, polymers suffered an oxidative breakdown, which sped up their biodegradation (seen as morphological and structural alterations). Penicillium sp., of the three fungal strains, showed the most significant breakdown at 28.3% in PU, 8.39% in PS, and 3.5% in LDPE.

In a study, the researcher used garbage bags to isolate fungi and their ability to degrade LDPE. In this case, ethanol-treated LDPE was used alongside untreated LDPE [43]. F1 isolation demonstrated the most degradation out of the three fungal isolates, and this isolate damaged the untreated sheet similarly. Areas of degradation were seen in the surface morphology of F1-treated LDPE as analyzed by SEM. FTIR testing revealed that F1 affected the polymer’s production of carbonyl and C=C groups. F1 fungus, when grown in the laboratory, was discovered to release the lipase enzyme. Molecular testing confirmed that isolate F1 was indeed P. simplicissimum strain Bar2. In another study, P. simplicissimum was discovered in a Shivamogga district landfill by a group of researchers [97]. Findings indicate that treated PE (38%) was more easily degraded by P. simplicissimum than autoclaved (16%) or surface-sterilized (7.7%) PE. P. simplicissimum was tested for enzymes that degrade PE. Laccase and manganese peroxidase were shown to be active enzymes. Based on these findings, P. simplicissimum was reported as a potential answer to the world’s PE crisis.

A group of investigators evaluated "Bionolle®" polyester-modified PET films biodegradation in comparison with unmodified PET films in terms of time to decompose [98]. The films' weight was recorded before and after being incubated with the filamentous fungus P. funiculosum or their extracellular hydrolytic enzymes released by "Bionolle®" for 84 days. FTIR and X-ray Photoelectron Spectroscopy (XPS) studies revealed significant chemical alterations in polymeric chains. In addition to hydrolytic enzymes, oxidative ones were likely involved in the degradation of films by fungi, as shown by the significant decrease in the number of aromatic rings formed from terephthalic acid. Additionally, "Bionolle®" did not accelerate modified film deterioration.

Bioremediation by Phanerochaete sp.

Phanerochaete is a crust fungus genus belonging to the Phanerochaetaceae family. It has historically been classified based on the fruit body's general shape and microscopic features, such as the spores, cystidia, and hyphal structure. According to molecular analyses, the genus is polyphyletic, with members scattered over the phlebioid clade of the Polyporales order [99, 100]. A study examined the biodegradability of starch-blended PVC films using controlled laboratory studies utilizing selected fungus isolates and in-situ burial in soil [101]. SEM revealed the surface anomalies such as colour change and mild disintegration in PVC films after 90 days. Isolation of fungal strains characterized by robust growth and adhesion to plastic sheets. Phanerochaete chrysosporium PV1 was chosen among the strains exhibiting the highest levels of activity and later confirmed to be this species by rDNA sequencing. FTIR and Nuclear Magnetic Resonance (NMR) studies revealed new peaks, suggesting substantial structural changes and transformation in the films. Gel permeation chromatography (GPC) backed this up by showing a considerable reduction in the molecular weight of polymer film from 80,275 to 78,866 Da (treated). The release of more carbon dioxide (7.85 g/l) than the control (2.32 g/l) in the respirometric technique provided further evidence of the biodegradation of starch-blended PVC films. Hence, suggesting P. chrysosporium PV1 is a fungal strain with excellent potential for bioremediation of plastic waste.

Bioremediation by Pseudomonas sp.

There are 191 different species of the genus Pseudomonas, which are all gram-negative gamma-proteobacteria in the family Pseudomonadaceae. Members of this genus exhibit a high degree of metabolic variability, allowing them to colonize a wide variety of habitats [102, 103]. It is suggested by research that the Pseudomonas sp. found in the digestive tracts of superworms might effectively biodegrade Polyphenylene sulphide (PPS) [49]. The biodegradation time of the bead form of plastic was drastically reduced due to its superior degradation efficiency compared to the standard film type of plastic. Therefore, this work employed plastic beads with a diameter of 300 m to assess the Pseudomonas sp. mediated PPS biodegradation over 10 days instead of film-type plastics. This technology not only compares and verifies the biodegradation performance of different polymers in 10 days, but it also quickly identifies the best bacteria for plastic biodegradation.

As reported, another research set out to examine the biodegradation capabilities of five bacterial strains against PVC, PS, PP, and PE films under aerobic conditions [51]. A generalised aerobic breakdown mechanism for plastics is shown in Fig. 2. B. flexus and P. citronellolis were chosen as suitable PVC film degraders after preliminary screening. Biodegradation of PVC films was tested using the two strains in 2-L flasks. Fragmentation of the film was found after 45 days of incubation, indicating PVC biodegradation. PVC incubated with P. citronellolis had a 10% decrease in average molecular weight, as determined by GPC, suggesting that PVC polymer chains were attacked. These findings led to the selection of the P. citronellolis strain for biodegradation experiments. As determined by chemical evaluation of the films after 30 days of incubation, the waste PVC polymers had biodegraded, resulting in a gravimetric weight loss of up to 19%. In conclusion, this study documents B. flexus and P. citronellolis ability to biodegrade PVC sheets. Both strains were shown to have a negligible effect on PVC polymer, suggesting that they work primarily against PVC additives.

Fig. 2
figure 2

A generalised aerobic breakdown mechanism for plastics

A soil-dwelling bacteria capable of degrading polyester PU was isolated and characterized as strain MZA-85 [104]. It was determined that the bacterium was Pseudomonas aeruginosa by 16S rRNA gene sequencing. The strain MZA-85 altered the surface morphology of PU film, as shown in SEM. The FTIR spectrum exhibited an augmentation of the organic acid functional group and a concomitant diminution of the ester functional group. Results from GPC showed a rise in polydispersity, suggesting that microorganisms break down PU polymer chains. After conducting a p-Nitrophenyl acetate hydrolysis experiment, it was discovered that the bacteria produced cell-associated esterases. GC–MS confirmed the synthesis of adipic acid and 1,4-butanediol monomers. Cell growth in the presence of breakdown products and the Sturm test showed that strain MZA-85 mineralized PU into H2O and CO2. These results suggest that strain MZA-85 and its enzymes may recycle pure monomers in biochemical monomerization. On the other hand, Pseudomonas sp. AKS2 can degrade 5 ± 1% LDPE in 45 days without pre-oxidation, which is much quicker than the degradation rates reported in previous investigations [105]. This could be attributable to agents modifying the hydrophobic contact between the polythene and the microbe, which may affect the breakdown rate. Accordingly, this research links the capacity for biofilm formation among bacteria to their ability to degrade polymers and shows a connection between hydrophobic contact and polymer breakdown.

Bioremediation by Rhizopus sp.

The fungus genus Rhizopus is well-known for its extensive plant saprophytic and its role as a specialist animal parasite. They are present in several organic things, including mature fruits and vegetables, tobacco, peanuts, bread, leather, syrups, and jellies [95]. A fungal lab isolate, Rhizopus oryzae NS5 was studied for the biodegradation of LDPE [106]. One month of incubation in a potato dextrose broth at 120 rpm and 30 °C resulted in the development of fungi on the surface of PE. Approximately 8.4 ± 3% of the weight and 60% of the tensile strength of PE was shown to decrease gravimetrically. The SEM study of the PE surface revealed hyphal penetration and degradation. After fungal isolation, AFM showed increased surface roughness. Fungal hyphae formed a biofilm on PE fragments. This research demonstrates the potential of R oryzae NS5 for eco-friendly and sustainable PE breakdown.

Bioremediation by Streptomyces sp.

Streptomyces is the most populous genus of Actinomycetota and the type genus of the Streptomycetaceae family. There are around 500 recognized species of Streptomyces bacteria. The genomes of streptomycetes are gram-positive. Most streptomycetes generate spores and have a unique “earthy” odour due to the synthesis of the volatile metabolite geosmin, primarily found in soil and decomposing plant matter [107]. As PET trash, drinking bottles were pulverized and categorized into four particle sizes in research work. In their work, they investigated the biodegradation of PET by Streptomyces species [47]. Extracted samples totaling 50 mg were divided into four groups based on particle size, each of which was then incubated with a different set of microorganisms in a culture medium at 28 °C for 18 days. Degradation values were then calculated on particular days. The biodegradation percentages for 500, 420, 300, and 212 m PET particle sizes were reported to be 49.2%, 57.4%, 62.4%, and 68.8%, respectively. To further verify the biodegradation process, the byproducts were analysed by GC–MS. Experimental results may be better predicted using the Michaelis–Menten activation or inhibition model, according to the kinetic modelling of biodegradation.

Researchers isolated microorganisms from Andhra Pradesh and Telangana waste soil to prevent plastic buildup and rid the environment of plastic [108]. The degrading activity of these microorganisms is determined using the clear zone approach and polythene powder. Changes in the granules' physical and structural properties occurred over time after microbes had attached to polymer particles. To determine the effectiveness of biodegradation, the weight technique was used in the laboratory for 2, 4, and 6 months. Experimental results demonstrated that Streptomyces sp. had the greatest plastic degradation ability, degrading up to 46.7%; this was followed by A. flavus (16.45%), Pseudomonas sp. (24.22%), and A. niger (26.17%) during a 6-month period. The results of this study demonstrate the critical function that Streptomyces sp. plays in the breakdown of polythene powder and polymer granules.

Bioremediation by Zalerion sp.

The marine fungus, Z. maritimum, was discovered in the waters off the coast of Portugal [109]. The researcher assessed mass changes in the fungus Zalerion maritimum and PE pellets after different exposure times in a minimum growing medium [110]. Results indicated that Z. maritimum is able to use PE under test circumstances, resulting in a reduction in both pellet mass and size. These results point to a naturally occurring fungus that, with its low food requirements, might play an active role in the biodegradation of microplastics.

Bioremediation by the synergistic effect

Scientists evaluated the PET-associated lipase activity of bacteria isolated from petroleum-contaminated soils [48]. Bacterial strains and consortiums were cultivated on a liquid carbon-free basal medium (LCFBM) using PET as the only carbon source. Consistent with the ATR-FTIR findings, this work found hydrolysis byproducts of PET using 1H NMR analysis. Together, PET and its cleavage product bis(2-hydroxyethyl) terephthalic acid (BHET) supported the growth of five strains of Bacillus and Pseudomonas species. The consortium's secreted enzymes could completely convert BHET to the biologically functional monomers ethylene glycol and terephthalic acid (TPA). Strains with different enzymatic abilities for the metabolic breakdown of ethylene glycol and TPA, the building components of PET polymers, were discovered in draught genomes, cooperating and cross-feeding in a nutrient-limited environment utilising PET as the primary carbon source.

Two distinctive cultures of Arthrobacter and Streptomyces sp. were extracted from farming soils and found to thrive solely on PE film [45]. The suspension phase of culture was very fruitful for the growth of Arthrobacter sp. Streptomyces sp. produced huge biofilms on the PE film, showing that the two strains had distinct metabolic types and lived in different microenvironments with differing nutritional availability. CO2 evolution, increased carbonyl index, reduced hydrophobicity, and the biofilm development on the film surface were all indicators that a 90-day inoculation experiment might deteriorate PE film. However, a combination of the two strains had a far greater effect on these negative characteristics.

Yet another study utilized a synergistic system consisting of Thermobifida fusca cutinase (TfC) and Microbacterium oleivorans JWG-G2 to decompose a high crystalline PET film and BHET oligomers [111]. Ethylene glycol terephthalate (EGT) has been discovered as the unique degradation product of M. oleivorans JWG-G2 alone. The synergy degrees for the degradation of PET film and BHET oligomers with the addition of TfC as a second biocatalyst were determined to be 2.26 and 2.79, respectively. After treating PET film with M. oleivorans JWG-G2 at 5 × 103 μL/cm2 and TfC at 120 g/cm2, the highest concentrations of TPA (47 nM) and mono(2-hydroxyethyl) terephthalate (MHET) (330 nM) were found. The degree of surface degradation of PET film was higher than that generated by each treatment on its own. Synergistic microbe-enzyme treatment is based on the occurrence of extracellular PET hydrolases, and a whole genome sequencing research of M. oleivorans JWG-G2 showed the presence of extracellular PET hydrolases, including three a lipase, an esterase, and carboxylesterases.

Microplastics composed of LDPE and PS were biodegraded using pure bacterial strains Lysinibacillus massiliensis and Bacillus licheniformis, as well as a mixed bacterial culture of Bacillus sp. and Delftia acidovorans [112]. The biodegradation of Microplastic-PS and Microplastic-LDPE with particle sizes between 300 and 500 μm was evaluated for 22 days at 25 ± 2 °C, 7.15 pH, and 160 rpm. Microplastic-LDPE and Microplastic-PS were both more efficiently decomposed by mixed bacterial cultures than by pure bacterial cultures, and the biodegradation efficiency of Microplastic-LDPE was found to be larger than that of Microplastic-PS, as evidenced by a greater decrease in peak intensity and spectrum distortion, as well as higher inorganic carbon values and colony forming unit.

In another research breakdown of Linear Low-Density Polyethylene (LLDPE) plastic using a microbial culture comprising Brevibacterium sp. and Pseudomonas aeruginosa was studied [50]. Pieces of 1 × 1 cm2 LLDPE plastic weighing 10 g were placed in containers containing Nutrient Broth growing material. Gravimetric test at pH 7.0, 25 °C for 30 days demonstrated that a mixed bacterial culture could degrade LLDPE plastic by 2–7%. The results of this study show that LLDPE plastic may be degraded by mixed bacterial cultures by being used as a carbon source.

Also, novel thermophilic consortiums of Aneurinibacillus sp. and Brevibacillus sp. isolated from sewer treatment plants and waste management landfills were evaluated for their ability to degrade PP, HDPE, and LDPE films and pellets [113]. Over the course of 140 days, researchers tested the degradation ability of 36 plastic-degrading isolates. To test the efficacy of degradation, multiple combinations of the eight isolating factors that showed the highest percentage of degradation were tested. For the three types of plastic that were selected for further examination of degradation under varying temperature settings, the combination of IS1, IS3, ISA, and ISC revealed the best % weight loss. At 50 °C, the weight reduction percentages for PP, LDPE, and HDPE strips treated with the consortia of four isolates were 56.3 ± 2, 46.6 ± 3, and 58.21 ± 2% and, for pellets treated with the consortia, they were 44.2 ± 3, 37.2 ± 3, and 45.7 ± 3%, respectively (p ≤ 0.05). After 140 days, new adsorption bands could be seen by FTIR scanning of the plastic sheet. AFM and SEM showed biofilm formation and structural alterations on treated plastic strips, while Energy Dispersive X-ray Spectroscopy (EDS) showed a considerable drop in carbon content. NMR revealed methyl and aldehyde groups, whereas GC–MS showed fatty acid byproducts. Four strains—ISC, ISA, IS3, and IS1—identified as Brevibacillus brevis btDSCE04, Brevibacillus sp. btDSCE03, Brevibacillus agri btDSCE02, and Aneurinibacillus aneurinilyticus btDSCE01, respectively were found (Table 1).

Table 1 An overview of microbial bioremediation of plastic waste

Recent advances and challenges

Reengineering of microbes

New possibilities for developing game-changing biorecycling solutions have emerged as a result of recent developments in biology and biotechnology. First, cutting-edge synthetic biology techniques and metabolic engineering methods have created many potential for reengineering and enhancing bacteria that can successfully digest solid plastic wastes and directly utilise the degraded products for biomanufacturing. Enzyme engineering techniques have been used to improve a number of plastic-degrading enzymes. Also, emerging approaches to protein engineering, such as AI-guided protein design and mutation and direct evolution, may increase the likelihood of creating novel enzymes with resistance to inhibitors or contaminants, temperature tolerance, stability, specificity, and superior activity. Additional methods employ protein alignment data to compare plastic substrate architectures.

Modifying cellulosome structure to create a multi-enzyme complex that can effectively degrade PET is an interesting area of research. Large cellulosomes may be created using modern synthetic biology methods, allowing for increased action toward stubborn cellulose [115]. Similarly, high-crystalline PET might be degraded by microbial cell factories if PETsome were developed. Identifying the substance that might serve as a PET-binding domain is crucial, similar to the cellulose-binding domain [116]. An effective bacterial cell surface expression system has recently been established [117].

Mutagenesis

In addition, site-directed mutagenesis has been widely used for enzyme redesign; nonetheless, the success of this approach is fundamentally tied to the accessibility of three-dimensional protein structures. A carboxylesterase from Archaeoglobus fulgidus was modified using in silico site-directed mutagenesis to produce a BTA-hydrolase from Thermobifida fusca [118]. Molecular docking analysis was then used to compare the interactions of PET with polypropylene following this study. The findings as a whole suggested that the binding affinity of the mutant carboxylesterase for PET was unaffected by the alterations.

Using the IsPETase crystal structure and computational modelling, researchers have performed site-directed mutagenesis on 15 amino acid domains in the enzyme's first contact shell [119]. The enzyme was able to depolymerize 90% of the supplied PET in 10 h after disulfide bridges were added to increase its thermostability, and residues crucial for substrate binding were mutated. When the strain was optimized, it could break down 16.7 g of PET per litre per hour. Enzymatic PET degradation, which takes 10 h and is 90% effective, is comparable to chemical PET degradation, which takes 8 h and is 98% effective [120].

Enzyme modelling and experimental results revealed I. sakaiensis PETase's binding pockets and a variety of cutinases [121]. Like IsPETase, a cutinase isolated from Thermobifida has its binding pocket residues involved in substrate interaction determined [122]. A study comparing the IsPETase enzyme to others, such as Thf42 Cut1, determined that the binding pocket structure of IsPETase is responsible for its efficacy. When compared to other cutinases, which can only hydrolyze linear PET molecules, this PETase has a shallower and broader surface, making it possible to attach to aggregated PET molecules [121]. The TfCut2 from Thermobifida fusca was analyzed in the same fashion. By using computational modelling to identify critical residues and site-directed mutagenesis to modify these residues on the selected substrates, researchers expanded the disintegration rate of PET film by a factor of 12.7 [123].

Adaptive Laboratory Evolution (ALE)

Initiating and promoting evolutionary adaptation processes, such as ALE, is a potent method for enhancing or creating certain phenotypes in microbial strains [124]. ALE is a powerful strain engineering method for introducing mutations to enhance metabolic pathways and enzymes for fast growth on a range of carbon sources and stress tolerances when combined with omics approaches to characterise the induced changes. Numerous ALE instances have arisen for the better usage of plastic monomers; these monomers are crucial for the construction of plastic-upcycling or -degrading cell factories.

After having its genome sequenced, scientists discovered that Pseudomonas pseudoalcaligenes CECT 5344 has the capacity to use furoic acid, furfuryl alcohol, and furfurals as carbon sources. Growth on furfurals, however, was discovered to have a significant delay of many days. The ALE-adapted strain grew better on furfurals and had shorter lag periods [125]. This strain improved due to a point mutation in an AraC family activator gene (BN5 2303) in the HTH protein region (L261R). This mutation regulates the upstream hmfABCDE gene cluster.

In addition, terephthalate-independent P. putida KT2440 mutants that were successfully isolated from ALE have been shown to use ethylene glycol, a monomeric component of PET [126]. These mutants have missense mutations and a 15 bp deletion in gclR, a transcriptional regulator of the glyoxylate carboligase pathway (PP 4283). PP 2046- and PP 2662-encoded transcriptional regulators and porins improved ethylene glycol growth in ALE-derived P. putida KT2440. Secondary mutations may stabilise flux balances during the first phase of ethylene glycol oxidation to glyoxylate.

Current ALE tactics focus mostly on optimising the use of plastic monomers, but there is enormous potential for ALE to be used in the creation and improvement of plastics depolymerization enzymes. A wide variety of enzymes, including esterase, lipase, and cutinase, have been found to depolymerize PET and PLA but with low selectivity and turnover [127]. Novel plastic depolymerizing enzymes might be developed via ALE or directed evolution, two methods that show promise for acquiring enzymatic activity from promiscuous enzyme families.

Obstacles to overcome

The field of microbial bioremediation for plastic waste management encounters several formidable challenges that necessitate concerted efforts to overcome. One prominent obstacle lies in the substrate specificity exhibited by microorganisms. While certain microbes demonstrate efficacy in degrading specific types of plastics, the vast array of plastic polymers presents a challenge in developing microbial solutions that universally address the diversity of plastic materials. Moreover, the rate of plastic degradation through microbial processes is often sluggish. Accelerating this degradation without compromising efficiency remains a significant research challenge, particularly as the volume of plastic waste continues to escalate. Environmental conditions further complicate matters, with factors such as temperature, pH, and the presence of other chemicals influencing the effectiveness of microbial bioremediation. Optimizing these conditions for widespread applicability and scalability across diverse environments poses a considerable hurdle.

The emergence of biodegradable plastics and biopolymers designed to mimic traditional plastics adds complexity to the field. Microorganisms may struggle to differentiate between these bioplastics and conventional plastics, potentially impacting their effectiveness in degrading target materials. The lack of standardized protocols for assessing and categorizing microbial biodegradation of plastics is another critical challenge. Establishing uniform methodologies and metrics is essential for meaningful comparisons and advancements in the field.

Scaling up microbial bioremediation from laboratory experiments to real-world, large-scale applications presents engineering and logistical challenges. Ensuring the viability of microbial processes on an industrial scale while maintaining cost-effectiveness requires innovative solutions and a thorough understanding of the complexities involved. Additionally, the ecological impact of introducing specific microorganisms into ecosystems needs careful assessment. While microbial bioremediation holds promise, unintended consequences on the environment must be thoroughly evaluated through comprehensive risk assessments.

Furthermore, navigating the evolving regulatory landscape surrounding the use of microorganisms for plastic bioremediation poses challenges. Compliance with regulatory standards and ensuring the safety of processes and end-products are critical considerations for the responsible development and deployment of microbial solutions in plastic waste management. Overcoming these multifaceted challenges demands interdisciplinary collaboration, continuous research and development, and a holistic approach that considers the intricacies of both microbial processes and the environmental contexts in which they are applied.

Limitations

This study has a number of caveats, the first of which is that the search was conducted in a specific segment of the most regularly used libraries. Throughout our search, we skipped to check a few libraries. The decision was made to restrict attention to studies that appeared in reputable peer-reviewed publications. It was determined not to look through grey publications. Second, only relevant results were obtained since the search terms were restricted to just those most closely associated with the initial query. There is a risk that a manuscript could have been disregarded which may discuss microbial remediation of plastic biodegradation but not using the phrases sought for. By developing a methodology, the authors ensured they would have complete command over the search and selection of papers. Finally, the study only considers the most common microorganisms used in the treatment for plastic biodegradation. The authors have made an attempt to provide bibliographic information for all relevant and well regarded publications.

Conclusion

The annual manufacturing of plastic has topped 300 million tonnes, and recycling has almost failed as a sustainable method for the disposal of plastic trash. With the accumulation of these materials in the environment, particularly in rivers and oceans as macro-, meso-, micro-, and nano-plastics, it is of the utmost significance to discover creative methods to reduce this environmental threat. There have been several efforts to identify and isolate microbes with the ability to use synthetic polymers. Using specific microbial strains for plastic biodegradation has recently been shown to be a viable option.

These findings give fresh insights into LDPE and HDPE biodegradation processes by a consortium of microorganisms with putative metabolic complementarities. Another research found novel bacterial strains that may alter the chemical composition of HDPE. Based on these results, it seems that synergistic microbe-enzyme treatment might be a promising future direction for plastic degradation research. The capability of the microbial strain to digest microplastic particles provides a potential application for the remediation of microplastics. The PET-degrading activity shown by the analyzed bacterial strains holds promise for further study and its application to the successful removal of microplastics from water and wastewater using novel and potent technological approaches. This research also uncovered a thermo- and halo-tolerant bacterium that can degrade PHB in both solid and liquid states. In light of these findings, it seems that this strain of bacteria may be useful for degrading a wide range of PHAs. These methods, when combined, may be used to create a streamlined bioprocessing setup, a microbial system that can effectively break down plastics and upcycle them into high-value compounds. Technological and economic obstacles, such as the toxicity of waste products to degrading enzymes and high operational costs, should be addressed for the benefit of the industry as a whole.

Current research suggests that naturally occurring soil microorganisms, such as bacteria and fungi, are quite effective in breaking down plastic. More often than not, fungi are more potent degraders than bacteria. In the lab, however, fungi and bacteria demonstrated the ability to break down plastic. The maximum degradation capability was found for Aspergillus fungi and Bacillus bacteria among the studied taxa. For this notion to be utilized commercially and on a wider scale, more work is required to increase its degrading capability by evaluating optimal conditions for microbial activity. Another strategy that might be used to improve plastic biodegradation is the pre-treatment with compounds that are beneficial to the environment.

Availability of data and materials

Not applicable.

Abbreviations

ALE:

Adaptive laboratory evolution

ATR-FTIR:

Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy

BC:

Bacillus cereus

BHET:

Bis(2-hydroxyethyl) terephthalic acid

BP:

Bacillus paramycoides

CDM:

Czapek-Dox medium

DMP:

Dimethyl phthalate

EDS:

Energy Dispersive X-ray Spectroscopy

EGT:

Ethylene glycol terephthalate

EPS:

Extracellular Polymeric Substance

FESEM:

Field Emission Scanning Electron Microscopy

FTIR:

Fourier Transform Infrared Spectroscopy

GPC:

Gel permeation chromatography

HDPE:

High-Density Polyethylene

HPLC:

High-performance liquid chromatography

ITS:

Internal transcribed space (ITS)

LC/MS:

Liquid Chromatography-Mass Spectrometry

LCFBM:

Liquid carbon-free basal medium

LDPE:

Low-Density Polyethylene

LLDPE:

Linear Low-Density Polyethylene

MHET:

Mono(2-hydroxyethyl) terephthalate

MMP:

Mono-methyl phthalate

MSM:

Mineral salt medium

NMR:

Nuclear Magnetic Resonance

PA:

Phthalic acid

PA:

Polyamide

PDA:

Potato Dextrose Agar

PE:

Polyethylene

PET:

Poly(ethylene terephthalate)

PHB:

Polyhydroxybutyrate

PP:

Polypropylene

PPS:

Polyphenylene sulfide

PS:

Polystyrene

PU:

Polyurethane

PVA:

Polyvinyl alcohol

PVC:

Polyvinyl chloride

RT-PCR:

Reverse Transcription-Polymerase Chain Reaction

SCS:

Sole carbon source

SDA:

Sabouraud Dextrose Agar

SEM:

Scanning Electron Microscopy

TfC:

Thermobifida fusca cutinase

TPA:

Terephthalic acid

UTM:

Universal testing machine

XPS:

X-ray Photoelectron Spectroscopy

XRD:

X-ray diffraction

ZMA:

Zobell Marine Agar

ZMB:

Zobell Marine Broth

References

  1. Hira A, Pacini H, Attafuah-Wadee K, Vivas-Eugui D, Saltzberg M, Yeoh TN (2022) Plastic waste mitigation strategies: a review of lessons from developing countries. J Dev Soc 38:336–359. https://doi.org/10.1177/0169796X221104855

    Article  Google Scholar 

  2. Ali SS, Elsamahy T, Abdelkarim EA, Al-Tohamy R, Kornaros M, Ruiz HA, Zhao T, Li F, Sun J (2022) Biowastes for biodegradable bioplastics production and end-of-life scenarios in circular bioeconomy and biorefinery concept. Bioresour Technol 363:127869. https://doi.org/10.1016/j.biortech.2022.127869

    Article  CAS  PubMed  Google Scholar 

  3. Maitlo G, Ali I, Maitlo HA, Ali S, Unar IN, Ahmad MB, Bhutto DK, Karmani RK, Naich SUR, Sajjad RU, Ali S, Afridi MN (2022) Plastic waste recycling, applications, and future prospects for a sustainable environment. Sustainability 14:11637. https://doi.org/10.3390/su141811637

    Article  Google Scholar 

  4. Okeke ES, Olagbaju OA, Okoye CO, Addey CI, Chukwudozie KI, Okoro JO, Deme GG, Ewusi-Mensah D, Igun E, Ejeromedoghene O, Odii EC, Oderinde O, Iloh VC, Abesa S (2022) Microplastic burden in Africa: A review of occurrence, impacts, and sustainability potential of bioplastics. Chem Eng J Adv 12:100402. https://doi.org/10.1016/j.ceja.2022.100402

    Article  CAS  Google Scholar 

  5. Cubas ALV, Bianchet RT, dos Reis IMAS, Gouveia IC (2022) Plastics and microplastic in the cosmetic industry: aggregating sustainable actions aimed at alignment and interaction with UN sustainable development goals. Polymers (Basel) 14:4576. https://doi.org/10.3390/polym14214576

    Article  CAS  PubMed  Google Scholar 

  6. Dauvergne P (2018) Why is the global governance of plastic failing the oceans? Glob Environ Change 51:22–31. https://doi.org/10.1016/j.gloenvcha.2018.05.002

    Article  Google Scholar 

  7. Anani OA, Adetunji CO (2021) Bioremediation of polythene and plastics using beneficial microorganisms. Microorg Sustain. https://doi.org/10.1007/978-981-15-7459-7_13

    Article  Google Scholar 

  8. Nielsen TD, Hasselbalch J, Holmberg K, Stripple J (2020) Politics and the plastic crisis: a review throughout the plastic life cycle. WIREs Energy Environ. https://doi.org/10.1002/wene.360

    Article  Google Scholar 

  9. An L, Liu Q, Deng Y, Wu W, Gao Y, Ling W (2020) Sources of microplastic in the environment. Handb Environ Chem. https://doi.org/10.1007/698_2020_449

    Article  Google Scholar 

  10. Nanda S, Berruti F (2021) Thermochemical conversion of plastic waste to fuels: a review. Environ Chem Lett 19:123–148. https://doi.org/10.1007/s10311-020-01094-7

    Article  CAS  Google Scholar 

  11. Lebreton L, Andrady A (2019) Future scenarios of global plastic waste generation and disposal. Palgrave Commun 5:6. https://doi.org/10.1057/s41599-018-0212-7

    Article  Google Scholar 

  12. Singh P, Sharma VP (2016) Integrated plastic waste management: environmental and improved health approaches. Procedia Environ Sci 35:692–700. https://doi.org/10.1016/j.proenv.2016.07.068

    Article  CAS  Google Scholar 

  13. Basik A, Sanglier J-J, Yeo C, Sudesh K (2021) Microbial degradation of rubber: actinobacteria. Polymers (Basel) 13:1989. https://doi.org/10.3390/polym13121989

    Article  CAS  PubMed  Google Scholar 

  14. Atiwesh G, Mikhael A, Parrish CC, Banoub J, Le T-AT (2021) Environmental impact of bioplastic use: a review. Heliyon 7:e07918. https://doi.org/10.1016/j.heliyon.2021.e07918

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Stewart H (2022) 6 The ecological life of industrial waste. Archaeol Pap Am Anthropol Assoc 33:91–105. https://doi.org/10.1111/apaa.12159

    Article  Google Scholar 

  16. Rajmohan KVS, Ramya C, Raja Viswanathan M, Varjani S (2019) Plastic pollutants: effective waste management for pollution control and abatement. Curr Opin Environ Sci Health 12:72–84. https://doi.org/10.1016/j.coesh.2019.08.006

    Article  Google Scholar 

  17. Shen M, Song B, Zeng G, Zhang Y, Huang W, Wen X, Tang W (2020) Are biodegradable plastics a promising solution to solve the global plastic pollution? Environ Pollut 263:114469. https://doi.org/10.1016/j.envpol.2020.114469

    Article  CAS  PubMed  Google Scholar 

  18. Blettler MCM, Wantzen KM (2019) Threats underestimated in freshwater plastic pollution: mini-review. Water Air Soil Pollut 230:174. https://doi.org/10.1007/s11270-019-4220-z

    Article  CAS  Google Scholar 

  19. Kalčíková G, Skalar T, Marolt G, Jemec Kokalj A (2020) An environmental concentration of aged microplastics with adsorbed silver significantly affects aquatic organisms. Water Res 175:115644. https://doi.org/10.1016/j.watres.2020.115644

    Article  CAS  PubMed  Google Scholar 

  20. Silva CJM, Beleza S, Campos D, Soares AMVM, Patrício Silva AL, Pestana JLT, Gravato C (2021) Immune response triggered by the ingestion of polyethylene microplastics in the dipteran larvae Chironomus riparius. J Hazard Mater 414:125401. https://doi.org/10.1016/j.jhazmat.2021.125401

    Article  CAS  PubMed  Google Scholar 

  21. Saling P, Gyuzeleva L, Wittstock K, Wessolowski V, Griesshammer R (2020) Life cycle impact assessment of microplastics as one component of marine plastic debris. Int J Life Cycle Assess 25:2008–2026. https://doi.org/10.1007/s11367-020-01802-z

    Article  Google Scholar 

  22. Clere IK, Ahmmed F, Remoto PIIIJG, Fraser-Miller SJ, Gordon KC, Komyakova V, Allan BJM (2022) Quantification and characterization of microplastics in commercial fish from southern New Zealand. Mar Pollut Bull 184:114121. https://doi.org/10.1016/j.marpolbul.2022.114121

    Article  CAS  PubMed  Google Scholar 

  23. Zhang F, Zhao Y, Wang D, Yan M, Zhang J, Zhang P, Ding T, Chen L, Chen C (2021) Current technologies for plastic waste treatment: a review. J Clean Prod 282:124523. https://doi.org/10.1016/j.jclepro.2020.124523

    Article  CAS  Google Scholar 

  24. Wu S, Montalvo L (2021) Repurposing waste plastics into cleaner asphalt pavement materials: a critical literature review. J Clean Prod 280:124355. https://doi.org/10.1016/j.jclepro.2020.124355

    Article  CAS  Google Scholar 

  25. Thiounn T, Smith RC (2020) Advances and approaches for chemical recycling of plastic waste. J Polym Sci 58:1347–1364. https://doi.org/10.1002/pol.20190261

    Article  CAS  Google Scholar 

  26. Mark LO, Cendejas MC, Hermans I (2020) The use of heterogeneous catalysis in the chemical valorization of plastic waste. Chemsuschem 13:5808–5836. https://doi.org/10.1002/cssc.202001905

    Article  CAS  PubMed  Google Scholar 

  27. Davidson MG, Furlong RA, McManus MC (2021) Developments in the life cycle assessment of chemical recycling of plastic waste—a review. J Clean Prod 293:126163. https://doi.org/10.1016/j.jclepro.2021.126163

    Article  CAS  Google Scholar 

  28. Ebrahimbabaie P, Yousefi K, Pichtel J (2022) Photocatalytic and biological technologies for elimination of microplastics in water: current status. Sci Total Environ 806:150603. https://doi.org/10.1016/j.scitotenv.2021.150603

    Article  CAS  PubMed  Google Scholar 

  29. Hyder A, Khan M, Khan S, Iqbal M, Jan SA, Shah SH, ur Rahman Z, Iqbal U (2021) Biodegradation of low-density polyethylene plastics by fungi isolated from waste disposal site at district Peshawar, Pakistan. Pak J Biochem Biotechnol 2:127–133. https://doi.org/10.52700/pjbb.v2i2.59

    Article  Google Scholar 

  30. Azubuike CC, Chikere CB, Okpokwasili GC (2020) Bioremediation: an eco-friendly sustainable technology for environmental management. Bioremediation Ind Waste Environ Saf. https://doi.org/10.1007/978-981-13-1891-7_2

    Article  Google Scholar 

  31. Manfra L, Marengo V, Libralato G, Costantini M, De Falco F, Cocca M (2021) Biodegradable polymers: a real opportunity to solve marine plastic pollution? J Hazard Mater. https://doi.org/10.1016/j.jhazmat.2021.125763

    Article  PubMed  Google Scholar 

  32. Nemani SK, Annavarapu RK, Mohammadian B, Raiyan A, Heil J, Haque MA, Abdelaal A, Sojoudi H (2018) Surface modification: surface modification of polymers: methods and applications. Adv Mater Interfaces 5:1870121. https://doi.org/10.1002/admi.201870121

    Article  Google Scholar 

  33. Singh P, Ting ASY (2022) Plastic biodegrading microbes in the environment and their applications. Biodegrad Mater Appl. https://doi.org/10.1002/9781119905301.ch19

    Article  Google Scholar 

  34. Basak N, Meena SS (2022) Exploring the plastic degrading ability of microbial communities through metagenomic approach. Mater Today Proc 57:1924–1932. https://doi.org/10.1016/j.matpr.2022.02.308

    Article  CAS  Google Scholar 

  35. Mohanan N, Montazer Z, Sharma PK, Levin DB (2020) Microbial and enzymatic degradation of synthetic plastics. Front Microbiol. https://doi.org/10.3389/fmicb.2020.580709/full

    Article  PubMed  PubMed Central  Google Scholar 

  36. Khoironi A, Hadiyanto H, Anggoro S, Sudarno S (2020) Evaluation of polypropylene plastic degradation and microplastic identification in sediments at Tambak Lorok coastal area, Semarang, Indonesia. Mar Pollut Bull 151:110868. https://doi.org/10.1016/j.marpolbul.2019.110868

    Article  CAS  PubMed  Google Scholar 

  37. Maity S, Banerjee S, Biswas C, Guchhait R, Chatterjee A, Pramanick K (2021) Functional interplay between plastic polymers and microbes: a comprehensive review. Biodegradation 32:487–510. https://doi.org/10.1007/s10532-021-09954-x

    Article  CAS  PubMed  Google Scholar 

  38. Zhou Y, Kumar M, Sarsaiya S, Sirohi R, Awasthi SK, Sindhu R, Binod P, Pandey A, Bolan NS, Zhang Z, Singh L, Kumar S, Awasthi MK (2022) Challenges and opportunities in bioremediation of micro-nano plastics: a review. Sci Total Environ 802:149823. https://doi.org/10.1016/j.scitotenv.2021.149823

    Article  CAS  PubMed  Google Scholar 

  39. Rojas-Parrales A, Orantes-Sibaja T, Redondo-Gómez C, Vega-Baudrit J (2018) Biological degradation of plastics: polyethylene biodegradation by aspergillus and streptomyces species—a review. Integr Sustain Environ Remediat. https://doi.org/10.1021/bk-2018-1302.ch003

    Article  Google Scholar 

  40. Munir E, Harefa RSM, Priyani N, Suryanto D (2018) Plastic degrading fungi Trichoderma viride and Aspergillus nomius isolated from local landfill soil in Medan. IOP Conf Ser Earth Environ Sci 126:12145. https://doi.org/10.1088/1755-1315/126/1/012145

    Article  Google Scholar 

  41. Zhang J, Gao D, Li Q, Zhao Y, Li L, Lin H, Bi Q, Zhao Y (2020) Biodegradation of polyethylene microplastic particles by the fungus Aspergillus flavus from the guts of wax moth Galleria mellonella. Sci Total Environ 704:135931. https://doi.org/10.1016/j.scitotenv.2019.135931

    Article  CAS  PubMed  Google Scholar 

  42. Mohamed H, Shah AM, Nazir Y, Naz T, Nosheen S, Song Y (2022) Biodegradation of poly (vinyl alcohol) by an orychophragmus rhizosphere-associated fungus Penicillium brevicompactum OVR-5, and its proposed PVA biodegradation pathway. World J Microbiol Biotechnol 38:10. https://doi.org/10.1007/s11274-021-03197-x

    Article  CAS  Google Scholar 

  43. Ghosh SK, Pal S (2021) De-polymerization of LDPE plastic by Penicillium simplicissimum isolated from municipality garbage plastic and identified by ITSs locus of rDNA. Vegetos 34:57–67. https://doi.org/10.1007/s42535-020-00176-9

    Article  Google Scholar 

  44. Khan S, Ali SA, Ali AS (2022) Biodegradation of low density polyethylene (LDPE) by mesophilic fungus ‘Penicillium citrinum’ isolated from soils of plastic waste dump yard Bhopal India. Environ Technol. https://doi.org/10.1080/09593330.2022.2027025

    Article  PubMed  Google Scholar 

  45. Han Y-N, Wei M, Han F, Fang C, Wang D, Zhong Y-J, Guo C-L, Shi X-Y, Xie Z-K, Li F-M (2020) Greater biofilm formation and increased biodegradation of polyethylene film by a microbial consortium of Arthrobacter sp. and Streptomyces sp. Microorganisms 8:1979. https://doi.org/10.3390/microorganisms8121979

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Rodríguez-Fonseca MF, Sánchez-Suárez J, Valero MF, Ruiz-Balaguera S, Díaz LE (2021) Streptomyces as potential synthetic polymer degraders: a systematic review. Bioengineering 8:154. https://doi.org/10.3390/bioengineering8110154

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Farzi A, Dehnad A, Fotouhi AF (2019) Biodegradation of polyethylene terephthalate waste using Streptomyces species and kinetic modeling of the process. Biocatal Agric Biotechnol 17:25–31. https://doi.org/10.1016/j.bcab.2018.11.002

    Article  Google Scholar 

  48. Roberts C, Edwards S, Vague M, León-Zayas R, Scheffer H, Chan G, Swartz NA, Mellies JL (2020) Environmental consortium containing Pseudomonas and Bacillus species synergistically degrades polyethylene terephthalate plastic. MSphere. https://doi.org/10.1128/mSphere.01151-20

    Article  PubMed  PubMed Central  Google Scholar 

  49. Li J, Kim HR, Lee HM, Yu HC, Jeon E, Lee S, Kim D-H (2020) Rapid biodegradation of polyphenylene sulfide plastic beads by Pseudomonas sp. Sci Total Environ 720:137616. https://doi.org/10.1016/j.scitotenv.2020.137616

    Article  CAS  PubMed  Google Scholar 

  50. Dwicania E, Rinanti A, Fachrul MF (2019) Biodegradation of LLDPE plastic by mixed bacteria culture of Pseudomonas aeruginosa and Brevibacterium sp. J Phys Conf Ser 1402:22105. https://doi.org/10.1088/1742-6596/1402/2/022105

    Article  CAS  Google Scholar 

  51. Giacomucci L, Raddadi N, Soccio M, Lotti N, Fava F (2019) Polyvinyl chloride biodegradation by Pseudomonas citronellolis and Bacillus flexus. New Biotechnol 52:35–41. https://doi.org/10.1016/j.nbt.2019.04.005

    Article  CAS  Google Scholar 

  52. Tkachuk N, Zelena L (2021) The impact of bacteria of the genus bacillus upon the biodamage/biodegradation of some metals and extensively used petroleum-based plastics. Corros Mater Degrad 2:531–553. https://doi.org/10.3390/cmd2040028

    Article  Google Scholar 

  53. Cho JY, Lee Park S, Lee H-J, Kim SH, Suh MJ, Ham S, Bhatia SK, Gurav R, Park S-H, Park K, Yoo D, Yang Y-H (2021) Polyhydroxyalkanoates (PHAs) degradation by the newly isolated marine Bacillus sp. JY14. Chemosphere 283:131172. https://doi.org/10.1016/j.chemosphere.2021.131172

    Article  CAS  PubMed  Google Scholar 

  54. Gao R, Pan H, Lian J (2021) Recent advances in the discovery, characterization, and engineering of poly(ethylene terephthalate) (PET) hydrolases. Enzyme Microb Technol 150:109868. https://doi.org/10.1016/j.enzmictec.2021.109868

    Article  CAS  PubMed  Google Scholar 

  55. Yuan X, Lee JG, Yun H, Deng S, Kim YJ, Lee JE, Kwak SK, Lee KB (2020) Solving two environmental issues simultaneously: waste polyethylene terephthalate plastic bottle-derived microporous carbons for capturing CO2. Chem Eng J 397:125350. https://doi.org/10.1016/j.cej.2020.125350

    Article  CAS  Google Scholar 

  56. Wang Y, Gu Y, Wu Y, Zhou G, Wang H, Han H, Chang T (2020) Performance simulation and policy optimization of waste polyethylene terephthalate bottle recycling system in China. Resour Conserv Recycl 162:105014. https://doi.org/10.1016/j.resconrec.2020.105014

    Article  Google Scholar 

  57. Giacomucci L, Raddadi N, Soccio M, Lotti N, Fava F, Environmental M (2020) Biodegradation of polyvinyl chloride plastic films by enriched anaerobic marine consortia. Mar Environ Res 158:141–1136. https://doi.org/10.1016/j.marenvres.2020.104949

    Article  CAS  Google Scholar 

  58. Patrício Silva AL, Prata JC, Walker TR, Duarte AC, Ouyang W, Barcelò D, Rocha-Santos T (2021) Increased plastic pollution due to COVID-19 pandemic: challenges and recommendations. Chem Eng J 405:126683. https://doi.org/10.1016/j.cej.2020.126683

    Article  CAS  PubMed  Google Scholar 

  59. Zheng Y, Yanful EK, Bassi AS (2005) A review of plastic waste biodegradation. Crit Rev Biotechnol 25:243–250. https://doi.org/10.1080/07388550500346359

    Article  CAS  PubMed  Google Scholar 

  60. Canopoli L, Fidalgo B, Coulon F, Wagland ST (2018) Physico-chemical properties of excavated plastic from landfill mining and current recycling routes. Waste Manag 76:55–67. https://doi.org/10.1016/j.wasman.2018.03.043

    Article  CAS  PubMed  Google Scholar 

  61. Gijsman P, Fiorio R (2023) Long term thermo-oxidative degradation and stabilization of polypropylene (PP) and the implications for its recyclability. Polym Degrad Stab 208:110260. https://doi.org/10.1016/j.polymdegradstab.2023.110260

    Article  CAS  Google Scholar 

  62. Yang C, Wu G (2019) Radiation cross-linking for conventional and supercritical CO2 foaming of polymer. Radiat Technol Adv Mater. https://doi.org/10.1016/B978-0-12-814017-8.00004-4

    Article  Google Scholar 

  63. Chamas A, Moon H, Zheng J, Qiu Y, Tabassum T, Jang JH, Abu-Omar M, Scott SL, Suh S (2020) Degradation rates of plastics in the environment. ACS Sustain Chem Eng 8:3494–3511. https://doi.org/10.1021/acssuschemeng.9b06635

    Article  CAS  Google Scholar 

  64. Taghavi N, Zhuang W-Q, Baroutian S (2021) Enhanced biodegradation of non-biodegradable plastics by UV radiation: part 1. J Environ Chem Eng 9:106464. https://doi.org/10.1016/j.jece.2021.106464

    Article  CAS  Google Scholar 

  65. Sun J, Zheng H, Xiang H, Fan J, Jiang H (2022) The surface degradation and release of microplastics from plastic films studied by UV radiation and mechanical abrasion. Sci Total Environ 838:156369. https://doi.org/10.1016/j.scitotenv.2022.156369

    Article  CAS  PubMed  Google Scholar 

  66. Yousif E, Haddad R (2013) Photodegradation and photostabilization of polymers, especially polystyrene: review. Springerplus 2:398. https://doi.org/10.1186/2193-1801-2-398

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  67. Venkatesh S, Mahboob S, Govindarajan M, Al-Ghanim KA, Ahmed Z, Al-Mulhm N, Gayathri R, Vijayalakshmi S (2021) Microbial degradation of plastics: sustainable approach to tackling environmental threats facing big cities of the future. J King Saud Univ Sci 33:101362. https://doi.org/10.1016/j.jksus.2021.101362

    Article  Google Scholar 

  68. Gray JS, Birmingham JM, Fenton JI (2010) Got black swimming dots in your cell culture? Identification of Achromobacter as a novel cell culture contaminant. Biologicals 38:273–277. https://doi.org/10.1016/j.biologicals.2009.09.006

    Article  CAS  PubMed  Google Scholar 

  69. Swenson CE, Sadikot RT (2015) Achromobacter respiratory infections. Ann Am Thorac Soc 12:252–258. https://doi.org/10.1513/AnnalsATS.201406-288FR

    Article  PubMed  Google Scholar 

  70. Maleki Rad M, Moghimi H, Azin E (2022) Biodegradation of thermo-oxidative pretreated low-density polyethylene (LDPE) and polyvinyl chloride (PVC) microplastics by Achromobacter denitrificans Ebl13. Mar Pollut Bull. https://doi.org/10.1016/j.marpolbul.2022.113830

    Article  PubMed  Google Scholar 

  71. Kowalczyk A, Chyc M, Ryszka P, Latowski D (2016) Achromobacter xylosoxidans as a new microorganism strain colonizing high-density polyethylene as a key step to its biodegradation. Environ Sci Pollut Res 23:11349–11356. https://doi.org/10.1007/S11356-016-6563-Y

    Article  CAS  Google Scholar 

  72. Mousavi B, Hedayati MT, Hedayati N, Ilkit M, Syedmousavi S (2016) Aspergillus species in indoor environments and their possible occupational and public health hazards. Curr Med Mycol 2:36. https://doi.org/10.18869/ACADPUB.CMM.2.1.36

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  73. Seyedmousavi S, Guillot J, Arné P, De Hoog GS, Mouton JW, Melchers WJG, Verweij PE (2015) Aspergillus and aspergilloses in wild and domestic animals: a global health concern with parallels to human disease. Med Mycol 53:765–797. https://doi.org/10.1093/MMY/MYV067

    Article  PubMed  Google Scholar 

  74. Heitman J (2011) Microbial pathogens in the fungal kingdom. Fungal Biol Rev 25:48–60. https://doi.org/10.1016/J.FBR.2011.01.003

    Article  PubMed  PubMed Central  Google Scholar 

  75. El-Sayed MT, Rabie GH, Hamed EA (2021) Biodegradation of low-density polyethylene (LDPE) using the mixed culture of Aspergillus carbonarius and A. fumigates. Environ Dev Sustain 23:14556–14584. https://doi.org/10.1007/S10668-021-01258-7

    Article  Google Scholar 

  76. Das M, Kumar S, Das J (2018) Fungal-mediated deterioration and biodegradation study of low-density polyethylene (LDPE) isolated from municipal dump yard in Chennai, India. Energy Ecol Environ 3:229–236. https://doi.org/10.1007/s40974-018-0085-z

    Article  Google Scholar 

  77. Muhonja CN, Makonde H, Magoma G, Imbuga M (2018) Biodegradability of polyethylene by bacteria and fungi from Dandora dumpsite Nairobi-Kenya. PLoS ONE. https://doi.org/10.1371/JOURNAL.PONE.0198446

    Article  PubMed  PubMed Central  Google Scholar 

  78. Gajendiran A, Krishnamoorthy S, Abraham J (2016) Microbial degradation of low-density polyethylene (LDPE) by Aspergillus clavatus strain JASK1 isolated from landfill soil. 3 Biotech 6:1–6. https://doi.org/10.1007/S13205-016-0394-X

    Article  Google Scholar 

  79. Esmaeili A, Pourbabaee AA, Alikhani HA, Shabani F, Esmaeili E (2013) Biodegradation of low-density polyethylene (LDPE) by mixed culture of Lysinibacillus xylanilyticus and Aspergillus niger in soil. PLoS ONE. https://doi.org/10.1371/JOURNAL.PONE.0071720

    Article  PubMed  PubMed Central  Google Scholar 

  80. Sangeetha Devi R, Rajesh Kannan V, Nivas D, Kannan K, Chandru S, Robert Antony A (2015) Biodegradation of HDPE by Aspergillus spp. from marine ecosystem of Gulf of Mannar, India. Mar Pollut Bull 96:32–40. https://doi.org/10.1016/j.marpolbul.2015.05.050

    Article  CAS  PubMed  Google Scholar 

  81. Minnaard J, Rolny IS, Pérez PF (1996) Bacillus. Lab Model Foodborne Infect. https://doi.org/10.1201/9781315120089-8

    Article  Google Scholar 

  82. Nanthini Devi K, Raju P, Santhanam P, Dinesh Kumar S, Krishnaveni N, Roopavathy J, Perumal P (2021) Biodegradation of low-density polyethylene and polypropylene by microbes isolated from Vaigai River, Madurai, India. Arch Microbiol 203:6253–6265. https://doi.org/10.1007/S00203-021-02592-0

    Article  CAS  PubMed  Google Scholar 

  83. Torena P, Alvarez-Cuenca M, Reza M (2021) Biodegradation of polyethylene terephthalate microplastics by bacterial communities from activated sludge. Can J Chem Eng 99:S69–S82. https://doi.org/10.1002/CJCE.24015

    Article  CAS  Google Scholar 

  84. Harshvardhan K, Jha B (2013) Biodegradation of low-density polyethylene by marine bacteria from pelagic waters, Arabian Sea, India. Mar Pollut Bull 77:100–106. https://doi.org/10.1016/j.marpolbul.2013.10.025

    Article  CAS  PubMed  Google Scholar 

  85. Rodriguez R, Redman R (2008) More than 400 million years of evolution and some plants still can’t make it on their own: plant stress tolerance via fungal symbiosis. J Exp Bot 59:1109–1114. https://doi.org/10.1093/jxb/erm342

    Article  CAS  PubMed  Google Scholar 

  86. Khruengsai S, Sripahco T, Pripdeevech P (2021) Low-density polyethylene film biodegradation potential by fungal species from Thailand. J Fungi 7:594. https://doi.org/10.3390/jof7080594

    Article  CAS  Google Scholar 

  87. Ryan MP, Sevjahova L, Gorman R, White S (2022) The emergence of the Genus comamonas as important opportunistic pathogens. Pathogens 11:1032. https://doi.org/10.3390/PATHOGENS11091032

    Article  PubMed  PubMed Central  Google Scholar 

  88. Li J, Luo F, Chu D, Xuan H, Dai X (2017) Complete degradation of dimethyl phthalate by a Comamonas testosterone strain. J Basic Microbiol 57:941–949. https://doi.org/10.1002/JOBM.201700296

    Article  CAS  PubMed  Google Scholar 

  89. Adeolu M, Alnajar S, Naushad S, Gupta RS (2016) Genome-based phylogeny and taxonomy of the ‘Enterobacteriales’: proposal for enterobacterales ord. nov. divided into the families Enterobacteriaceae, Erwiniaceae fam. nov., Pectobacteriaceae fam. nov., Yersiniaceae fam. nov., Hafniaceae fam. nov., Morganellaceae fam. nov., and Budviciaceae fam. nov. Int J Syst Evol Microbiol 66:5575–5599. https://doi.org/10.1099/IJSEM.0.001485/CITE/REFWORKS

    Article  CAS  PubMed  Google Scholar 

  90. Sarker RK, Chakraborty P, Paul P, Chatterjee A, Tribedi P (2020) Degradation of low-density poly ethylene (LDPE) by Enterobacter cloacae AKS7: a potential step towards sustainable environmental remediation. Arch Microbiol 202(8):2117–2125. https://doi.org/10.1007/s00203-020-01926-8

    Article  CAS  PubMed  Google Scholar 

  91. Vreeland RH (2015) Halomonas. Bergey’s Man Syst Archaea Bact. https://doi.org/10.1002/9781118960608.GBM01190

    Article  Google Scholar 

  92. Khandare SD, Chaudhary DR, Jha B (2021) Marine bacterial biodegradation of low-density polyethylene (LDPE) plastic. Biodegradation 32(2):127–143. https://doi.org/10.1007/s10532-021-09927-0

    Article  CAS  PubMed  Google Scholar 

  93. Podschun R, Ullmann U (1998) Klebsiella spp. as nosocomial pathogens: epidemiology, taxonomy, typing methods, and pathogenicity factors. Clin Microbiol Rev 11:589. https://doi.org/10.1128/CMR.11.4.589

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  94. Awasthi S, Srivastava P, Singh P, Tiwary D, Mishra PK (2017) Biodegradation of thermally treated high-density polyethylene (HDPE) by Klebsiella pneumoniae CH001. 3 Biotech. https://doi.org/10.1007/S13205-017-0959-3

    Article  PubMed  PubMed Central  Google Scholar 

  95. G.C. (Geoffrey C. Ainsworth, G.R. Bisby, P.M. Kirk, CABI Bioscience., Credo Reference, Ainsworth & Bisby’s dictionary of the fungi, CABI (2011)

  96. Oviedo-Anchundia R, Sosa Del Castillo D, Naranjo-Morán J, Francois N, Álvarez-Barreto J, Alarcón A, Villafuerte JS, Barcos-Arias M (2021) Analysis of the degradation of polyethylene, polystyrene and polyurethane mediated by three filamentous fungi isolated from the Antarctica. Afr J Biotechnol 20:66–76. https://doi.org/10.5897/AJB2020.17200

    Article  CAS  Google Scholar 

  97. Sowmya HV, Ramalingappa, Krishnappa M, Thippeswamy B (2015) Degradation of polyethylene by Penicillium simplicissimum isolated from local dumpsite of Shivamogga district. Environ Dev Sustain 17:731–745.https://doi.org/10.1007/S10668-014-9571-4

  98. Nowak B, Paja̧k J, Labuzek S, Rymarz G, Talik E (2011) Biodegradation of poly(ethylene terephthalate) modified with polyester “Bionolle®” by Penicillium funiculosum. Polimery/Polymers 56:35–44. https://doi.org/10.14314/POLIMERY.2011.035

    Article  CAS  Google Scholar 

  99. Wu SH, Nilsson HR, Chen CT, Yu SY, Hallenberg N (2010) The white-rotting genus Phanerochaete is polyphyletic and distributed throughout the phleboid clade of the Polyporales (Basidiomycota). Fungal Divers 42:107–118. https://doi.org/10.1007/s13225-010-0031-7

    Article  Google Scholar 

  100. Floudas D, Hibbett DS (2015) Revisiting the taxonomy of Phanerochaete (Polyporales, Basidiomycota) using a four gene dataset and extensive ITS sampling. Fungal Biol 119:679–719. https://doi.org/10.1016/J.FUNBIO.2015.04.003

    Article  PubMed  Google Scholar 

  101. Hameed A, Ramli N, Man Z, Mansor N, Ali MI, Ahmed S, Javed I, Ali N, Atiq N, Hameed A, Robson G (2014) Biodegradation of starch blended polyvinyl chloride films by isolated Phanerochaete chrysosporium PV1. Int J Environ Sci Technol 11:339–348. https://doi.org/10.1007/s13762-013-0220-5

    Article  CAS  Google Scholar 

  102. Euzéby JP (1997) List of bacterial names with standing in nomenclature: a folder available on the internet. Int J Syst Bacteriol 47:590–592. https://doi.org/10.1099/00207713-47-2-590

    Article  PubMed  Google Scholar 

  103. Lalucat J, Gomila M, Mulet M, Zaruma A, García-Valdés E (2022) Past, present and future of the boundaries of the Pseudomonas genus: proposal of Stutzerimonas gen. Nov. Syst Appl Microbiol 45:1269. https://doi.org/10.1016/J.SYAPM.2021.126289

    Article  Google Scholar 

  104. Shah Z, Hasan F, Krumholz L, Atkas D, Shah AA (2013) Degradation of polyester polyurethane by newly isolated Pseudomonas aeruginosa strain MZA-85 and analysis of degradation products by GC-MS. Int Biodeterior Biodegrad 77:114–122. https://doi.org/10.1016/j.ibiod.2012.11.009

    Article  CAS  Google Scholar 

  105. Tribedi P, Sil AK (2013) Low-density polyethylene degradation by Pseudomonas sp. AKS2 biofilm. Environ Sci Pollut Res 20:4146–4153. https://doi.org/10.1007/s11356-012-1378-y

    Article  CAS  Google Scholar 

  106. Awasthi S, Srivastava N, Singh T, Tiwary D, Mishra PK (2017) Biodegradation of thermally treated low density polyethylene by fungus Rhizopus oryzae NS 5. 3 Biotech. https://doi.org/10.1007/S13205-017-0699-4

    Article  PubMed  PubMed Central  Google Scholar 

  107. Kämpfer P (2006) The family streptomycetaceae, part I: taxonomy. The Prokaryotes. https://doi.org/10.1007/0-387-30743-5_22

    Article  Google Scholar 

  108. Deepika S, Madhuri RJ (2015) Biodegradation of low density polyethylene by microorganisms from garbage soil, Citeseer. https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=1bc4bbbcfb864fef7651c622c853341e353e898a. Accessed 25 Nov 2022

  109. Barata M (2006) Marine fungi from Mira river salt marsh in Portugal. Rev Iberoam Micol 23:179–184. https://doi.org/10.1016/S1130-1406(06)70040-7

    Article  PubMed  Google Scholar 

  110. Paço A, Duarte K, da Costa JP, Santos PSM, Pereira R, Pereira ME, Freitas AC, Duarte AC, Rocha-Santos TAP (2017) Biodegradation of polyethylene microplastics by the marine fungus Zalerion maritimum. Sci Total Environ 586:10–15. https://doi.org/10.1016/J.SCITOTENV.2017.02.017

    Article  PubMed  Google Scholar 

  111. Yan ZF, Wang L, Xia W, Liu ZZ, Gu LT, Wu J (2021) Synergistic biodegradation of poly(ethylene terephthalate) using Microbacterium oleivorans and Thermobifida fusca cutinase. Appl Microbiol Biotechnol 105:4551–4560. https://doi.org/10.1007/S00253-020-11067-Z

    Article  CAS  PubMed  Google Scholar 

  112. Kučić Grgić D, Miloloţa M, Lovrinčić E, Kovačević A, Cvetnić M, Ocelić Bulatović V, Prevarić V, Bule K, Ukić Š, Markić M, Bolanča T (2021) Bioremediation of MP-polluted waters using bacteria Bacillus licheniformis, Lysinibacillus massiliensis, and mixed culture of Bacillus sp. and Delftia acidovorans. Chem Biochem Eng Q 35: 205–224. https://doi.org/10.15255/CABEQ.2021.1915

  113. Skariyachan S, Patil AA, Shankar A, Manjunath M, Bachappanavar N, Kiran S (2018) Enhanced polymer degradation of polyethylene and polypropylene by novel thermophilic consortia of Brevibacillus sps. and Aneurinibacillus sp. screened from waste management landfills and sewage treatment plants. Polym Degrad Stab 149:52–68. https://doi.org/10.1016/j.polymdegradstab.2018.01.018

    Article  CAS  Google Scholar 

  114. Ji J, Zhang Y, Liu Y, Zhu P, Yan X (2020) Biodegradation of plastic monomer 2,6-dimethylphenol by Mycobacterium neoaurum B5–4. Environ Pollut. https://doi.org/10.1016/j.envpol.2019.113793

    Article  PubMed  PubMed Central  Google Scholar 

  115. Anandharaj M, Lin Y-J, Rani RP, Nadendla EK, Ho M-C, Huang C-C, Cheng J-F, Chang J-J, Li W-H (2020) Constructing a yeast to express the largest cellulosome complex on the cell surface. Proc Natl Acad Sci 117:2385–2394. https://doi.org/10.1073/pnas.1916529117

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  116. Weber J, Petrović D, Strodel B, Smits SHJ, Kolkenbrock S, Leggewie C, Jaeger K-E (2019) Interaction of carbohydrate-binding modules with poly(ethylene terephthalate). Appl Microbiol Biotechnol 103:4801–4812. https://doi.org/10.1007/s00253-019-09760-9

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  117. Chen T, Wang K, Chi X, Zhou L, Li J, Liu L, Zheng Q, Wang Y, Yu H, Gu Y, Zhang J, Li S, Xia N (2019) Construction of a bacterial surface display system based on outer membrane protein F. Microb Cell Fact 18:70. https://doi.org/10.1186/s12934-019-1120-2

    Article  PubMed  PubMed Central  Google Scholar 

  118. Lameh F, Baseer AQ, Ashiru AG (2022) Retracted: comparative molecular docking and molecular-dynamic simulation of wild-type- and mutant carboxylesterase with BTA-hydrolase for enhanced binding to plastic. Eng Life Sci 22:13–29. https://doi.org/10.1002/elsc.202100083

    Article  CAS  PubMed  Google Scholar 

  119. Tournier V, Topham CM, Gilles A, David B, Folgoas C, Moya-Leclair E, Kamionka E, Desrousseaux M-L, Texier H, Gavalda S, Cot M, Guémard E, Dalibey M, Nomme J, Cioci G, Barbe S, Chateau M, André I, Duquesne S, Marty A (2020) An engineered PET depolymerase to break down and recycle plastic bottles. Nature 580:216–219. https://doi.org/10.1038/s41586-020-2149-4

    Article  CAS  PubMed  Google Scholar 

  120. Khoonkari M, Haghighi AH, Sefidbakht Y, Shekoohi K, Ghaderian A (2015) Chemical recycling of PET wastes with different catalysts. Int J Polym Sci 2015:1–11. https://doi.org/10.1155/2015/124524

    Article  CAS  Google Scholar 

  121. Liu B, He L, Wang L, Li T, Li C, Liu H, Luo Y, Bao R (2018) Protein crystallography and site-direct mutagenesis analysis of the poly(ethylene terephthalate) hydrolase PETase from Ideonella sakaiensis. ChemBioChem 19:1471–1475. https://doi.org/10.1002/cbic.201800097

    Article  CAS  PubMed  Google Scholar 

  122. Kitadokoro K, Kakara M, Matsui S, Osokoshi R, Thumarat U, Kawai F, Kamitani S (2019) Structural insights into the unique polylactate-degrading mechanism of Thermobifida alba cutinase. FEBS J 286:2087–2098. https://doi.org/10.1111/febs.14781

    Article  CAS  PubMed  Google Scholar 

  123. Furukawa M, Kawakami N, Tomizawa A, Miyamoto K (2019) Efficient degradation of poly(ethylene terephthalate) with thermobifida fusca cutinase exhibiting improved catalytic activity generated using mutagenesis and additive-based approaches. Sci Rep 9:16038. https://doi.org/10.1038/s41598-019-52379-z

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Lee S, Kim P (2020) Current status and applications of adaptive laboratory evolution in industrial microorganisms. J Microbiol Biotechnol 30:793–803. https://doi.org/10.4014/jmb.2003.03072

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  125. Igeño MI, Macias D, Blasco R (2019) A case of adaptive laboratory evolution (ALE): biodegradation of furfural by Pseudomonas pseudoalcaligenes CECT 5344. Genes (Basel) 10:499. https://doi.org/10.3390/genes10070499

    Article  CAS  PubMed  Google Scholar 

  126. Li W, Jayakody LN, Franden MA, Wehrmann M, Daun T, Hauer B, Blank LM, Beckham GT, Klebensberger J, Wierckx N (2019) Laboratory evolution reveals the metabolic and regulatory basis of ethylene glycol metabolism by Pseudomonas putida KT2440. Environ Microbiol 21:3669–3682. https://doi.org/10.1111/1462-2920.14703

    Article  CAS  PubMed  Google Scholar 

  127. Kawai F, Kawabata T, Oda M (2019) Current knowledge on enzymatic PET degradation and its possible application to waste stream management and other fields. Appl Microbiol Biotechnol 103:4253–4268. https://doi.org/10.1007/s00253-019-09717-y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We thank the Department of Biotechnology, Delhi Technological University and CSIR-IIP, Dehradun for help during the course of this study.

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This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

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Tushar Agarwal: investigation, writing-original draft preparation, editing; Neeraj Atray: reviewing, validation; Jai Gopal Sharma: supervision, conceptualization, methodology.

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Agarwal, T., Atray, N. & Sharma, J.G. A critical examination of advanced approaches in green chemistry: microbial bioremediation strategies for sustainable mitigation of plastic pollution. Futur J Pharm Sci 10, 78 (2024). https://doi.org/10.1186/s43094-024-00645-x

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