Biofuel Research Journal

Biofuel Research Journal

Third-generation biomass for bioplastics: a comprehensive review of microalgae-driven polyhydroxyalkanoate production

Document Type : Review Paper

Authors
1 Research Institute of Integrative Life Sciences, Dongguk University-Seoul, Ilsandong-gu, Goyang-si, Gyeonggido, 10326, Republic of Korea.
2 Department of Biological and Environmental Science, Dongguk University, Ilsandong-gu, Goyang-si, Gyonggido, 10326, Republic of Korea.
3 Department of Environmental Microbiology (DEM), Babasaheb Bhimrao Ambedkar University, Vidya Vihar, Raebareli Road, Lucknow-226 025 (U.P.), India.
4 Institute of Aquatic Science and Technology, National Kaohsiung University of Science and Technology, Kaohsiung City, Taiwan.
5 Centre for Energy and Environment, Malaviya National Institute of Technology, Jaipur 302017, India.
6 Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea.
7 Graduate Program in Genomic Sciences and Biotechnology, Catholic University of Brasília, Brasília, 71966-700, Brazil.
8 Department of Food Science and Biotechnology, Dongguk University-Seoul, Ilsandong-gu, Goyang-si, Gyeonggido, 10326, Republic of Korea.
9 College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi Province, 712100, China.
10 School of Chemical Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha 751024, India.
11 Department of Earth Resources & Environmental Engineering, Hanyang University, Seoul 04763, Republic of Korea.
Abstract
Bio-based plastics, primarily polyhydroxyalkanoates (PHAs), offer a hopeful alternative to petroleum-derived plastics. Third-generation (3G; microalgae/cyanobacteria) biomass has gained significant importance due to its rapid biomass productivity and metabolic versatility. Microalgae can produce PHAs by utilizing CO2 and wastewater, establishing them as highly promising and eco-friendly systems for bioplastic production. This comprehensive review presents comprehensive insights into microalgae-PHA production, from optimization of physicochemical and cultural conditions to effective PHA purification processes. The critical review also examines the latest advancements in cultivation strategies, metabolic engineering, and bioreactor developments, which may lead to more sustainable and progressive microalgal-based bioplastic accumulation. The effectiveness of algae biomass generation for PHA accumulation through integrated wastewater treatment has been addressed. This review examines the role of mathematical modeling and emerging artificial intelligence in advancing algae-based PHA production processes. Finally, the review concludes with a discussion of the economic and social challenges, life cycle analysis, and prospects for research and development of advanced microalgal-derived bioplastics production and predictions of potential solutions for economically feasible and sustainable microalgae-based PHA production at the industrial scale.

Graphical Abstract

Third-generation biomass for bioplastics: a comprehensive review of microalgae-driven polyhydroxyalkanoate production

Highlights

  • Polyhydroxyalkanoates (PHAs) represent sustainable, valuable, and biodegradable plastics.
  • This research suggests aspects of third-generation biomass resources (microalgae) for bioplastic synthesis.
  • Integrating wastewater treatment with carbon capture presents a promising approach to PHA production.
  • Nutrient regimes, genetic manipulation, and bioreactor design are crucial for advancing PHA production.
  • The role of advanced artificial intelligence and machine learning in microalgae PHA production is discussed.

Keywords

  1. Abdelfattah, A., Ali, S.S., Ramadan, H., El-Aswar, E.I., Eltawab, R., Ho, S.H., Elsamahy, T., Li, S., El-Sheekh, M.M., Schagerl, M., Kornaros, M., Sun, J., 2023. Microalgae-based wastewater treatment: mechanisms, challenges, recent advances, and future prospects. Environ. Sci. Ecotechnol. 13, 100205.
  2. Abudaqqa Weam, S.K., Chandra, M., Madhuranthakam, R., Omar, C., 2024. Algae-based membrane bioreactors: a mini review on their progress and processes for wastewater treatment. J. Water Proc. Eng. 59, 104937.
  3. Acien Fernandez, F.G., Gomez-Serrano, C., Fernandez-Sevilla, J.M., 2018. Recovery of nutrients from wastewaters using microalgae. Front. Sustain. Food Syst. 2, 59.
  4. Acién, F.G., Fernández, J.M., Magán, J.J., Molina, E., 2012. Production cost of a real microalgae production plant and strategies to reduce it. Biotechnol. Adv. 30(6), 1344-1353.
  5. Adey, W.H., Kangas, P.C., Mulbry, W., 2011. Algal turf scrubbing: cleaning surface waters with solar energy while producing a biofuel. Bioscience. 61(6), 434-441.
  6. Afreen, R., Tyagi, S., Singh, G.P., Singh, M., 2021. Challenges and perspectives of polyhydroxyalkanoate production from microalgae/cyanobacteria and bacteria as microbial factories: an assessment of hybrid biological system. Front. Bioeng. Biotechnol. 9, 624885.
  7. Ahmed, S.F., Mofijur, M., Parisa, T.A., Islam, N., Kusumo, F., Inayat, A., Le, V.G., Badruddin, I.A., Yunus Khan, T.M., Ong, H.C., 2022. Progress and challenges of contaminate removal from wastewater using microalgae biomass. Chemosphere. 286, 131656.
  8. Al Azad S., Madadi, M., Song, G., Sun, C., Sun, F., 2024. New trends in microbial lipid-based biorefinery for fermentative bioenergy production n from lignocellulosic biomass Biofuel Res. J., 11(1) 2040-2064.
  9. Alagumalai, Devarajan, B., Song, H., Wongwises, S., Ledesma-Amaro, R., Mahian, O., Sheremet, M., Lichtfouse, E., 2023 2023. Machine learning in biohydrogen production: a review. Biofuel Res. J. 10(2), 1844-1858.
  10. Ali, S.S., Abdelkarim, E.A., Elsamahy, T., Al-Tohamy, R., Li, F., Kornaros, M., Zuorro, A., Zhu, D., Sun, J., 2023. Bioplastic production in terms of life cycle assessment: a state-of-the-art review. Environ. Sci. Ecotechnol. 15, 100254.
  11. Ali, S.S., Elsamahy, T., Koutra, E., Kornaros, M., El-Sheekh, M., Abdelkarim, E.A., Zhu, D., Sun, J., 2021. Degradation of conventional plastic wastes in the environment: a review on current status of knowledge and future perspectives of disposal. Sci. Total Environ. 771, 144719.
  12. Ansari, F.A., Nasr, M., Rawat, I., Bux, F., 2021. Artificial neural network and techno-economic estimation with algae-based tertiary wastewater treatment. J. Water Process Eng. 40, 101761.
  13. Ansari, S., Fatma, T., 2016. Cyanobacterial polyhydroxybutyrate (PHB): screening, optimization and characterization. PLoS One. 11, 1-20.
  14. Arias, D.M., García,  ,  Uggetti,  E.,  2020.  Production  of  polymers  by  cyanobacteria  grown  in wastewater: current status, challenges and future perspectives. N. Biotechnol. 55, 46-57.
  15. Arias, D.M., Fradinho, J.C., Uggetti, E., García, J., Oehmen, A., Reis, M.A.M., 2018. Polymer accumulation in mixed cyanobacterial cultures selected under the feast and famine strategy. Algal Res. 33, 99-108.
  16. Arias, D.M., Uggetti, E., García-galán, M.J., García, J., 2018. Production of polyhydroxybutyrates and carbohydrates in a mixed cyanobacterial culture: effect of nutrients limitation and photoperiods. N. Biotechnol. 42, 1-11.
  17. Asnake Metekia, W., Garba Usman, A., Hatice Ulusoy, B., Isah Abba, S., Chirkena Bali, K., 2022. Artificial intelligence-based approaches for modeling the effects of spirulina growth mediums on total phenolic compounds. Saudi J. Biol. Sci. 29(2), 1111-1117.
  18. Aswathi Mohan, A., Robert Antony, A., Greeshma, K., Yun, J.H., Ramanan, R., Kim, H.S., 2022. Algal biopolymers as sustainable resources for a net-zero carbon bioeconomy. Bioresour. Technol. 344, 126397.
  19. Banu, J., Preethi, R., Kavitha, S., Gunasekaran, M., Kumar, G., 2020. Microalgae based biorefinery promoting circular bioeconomy-techno economic and life-cycle analysis. Bioresour. Technol. 302, 122822.
  20. Baranwal, J., Barse, B., Fais, A., Delogu, G.L., Kumar, A., 2022. Biopolymer: a sustainable material for food and medical applications. Polymer. 14(5), 983.
  21. Behera, B., Selvam, S.M., Paramasivan, B., 2022. Research trends and market opportunities of microalgal biorefinery technologies from circular bioeconomy perspectives. Bioresour. Technol. 351, 127038.
  22. Bhati, R., Mallick, N., 2015. Carbon dioxide and poultry waste utilization for production of polyhydroxyalkanoate biopolymers by Nostoc muscorum Agardh: a sustainable approach. J. Appl. Phycol. 28, 161-168.
  23. Bhati, R., Mallick, N., 2015. Poly(3-hydroxybutyrate-co-3-hydroxyvalerate) copolymer production by the diazotrophic cyanobacterium Nostoc muscorum Agardh: process optimization and polymer characterization. Algal Res. 7, 78-85.
  24. Bhatia, S.K., Mehariya, S., Bhatia, R.K., Kumar, M., Pugazhendhi, A., Awasthi, M.K., Atabani, A.E., Kumar, G., Kim, W., Seo, S.O., 2021. Wastewater based microalgal biorefinery for bioenergy production: progress and challenges. Sci. Total Environ. 751, 141599.
  25. Bhattacharya, M., Goswami, S., 2020. Microalgae-a green multi-product biorefinery for future industrial prospects. Biocatal. Agric. Biotechnol. 25, 101580.
  26. Bin Abu Sofian, A.D.A., Lim, H.R., Manickam, S., Ang, W.L., Show, P.L., 2024. Towards a sustainable circular economy: algae-based bioplastics and the role of internet-of-things and machine learning. ChemBioEng. Rev. 11(1), 39-59.
  27. Boccalon, E., Gorrasi, G., 2022. Functional bioplastics from food residual: potentiality and safety issues. Compr. Rev. Food Sci. Food Saf. 21(4), 3177-3204.
  28. Calijuri, M.L., Silva, T.A., Magalhães, I.B., Pereira, A.S.A. de P., Marangon, B.B., de Assis, L.R., Lorentz, J.F., 2022. Bioproducts from microalgae biomass: technology, sustainability, challenges and opportunities. Chemosphere. 305, 135508.
  29. Carpine, R., Du, W., Olivieri, G., Pollio, A., Hellingwerf, K.J., Marzocchella, A., Branco dos Santos, F., 2017. Genetic engineering of Synechocystis PCC6803 for Poly-β-Hydroxybutyrate overproduction. Algal Res.  25, 117-127. 
  30. Carpine, R., Olivieri, G., Hellingwerf, K., Pollio, A., Marzocchella, A., 2015. The cyanobacterial route to produce poly-β-hydroxybutyrate. Chem. Eng. Trans. 43, 289-294.
  31. Carpine, R., Olivieri, G., Hellingwerf, K.J., Pollio, A., Marzocchella, A., 2020. Industrial production of Poly-β-hydroxybutyrate from CO2: Can cyanobacteria meet this challenge?. Processes. 8(3), 323.
  32. Cassuriaga, A.P.A., Freitas, B.C.B., Morais, M.G., Costa, J.A.V., 2018. Innovative polyhydroxybutyrate production by Chlorella fusca grown with pentoses. Bioresour. Technol. 265, 456-463.
  33. Cassuriaga, A.P.A., Moraes, L., Morais, M.G., Costa, J.A.V., 2020. Polyhydroxybutyrate production and increased macromolecule content in Chlamydomonas reinhardtii cultivated with xylose and reduced nitrogen levels. Int. J. Biol. Macromol. 158, 875-883.
  34. Chaogang, W., Zhangli, H., Anping, L., Baohui, J., 2010. Biosynthesis of poly‐3‐hydroxybutyrate (phb) in the transgenic green alga Chlamydomonas reinhardtii. J. Phycol. 46(2), 396-402.
  35. Cheah, W.Y., Er, A.C., Aiyub, K., Mohd Yasin, N.H., Ngan, S.L., Chew, K.W., Khoo, K.S., Ling, T.C., Juan, J.C., Ma, Z., Show, P.L., 2023. Current status and perspectives of algae-based bioplastics: a reviewed potential for sustainability. Algal Res. 71, 103078.
  36. Chen, B., Wan, C., Mehmood, M.A., Chang, J.S., Bai, F., Zhao, X., 2017. Manipulating environmental stresses and stress tolerance of microalgae for enhanced production of lipids and value-added products-a review. Bioresour. Technol. 244, 1198-1206.
  37. Chen, K., Wang, Y., Zhang, R., Zhang, H., Gao, C., 2019. CRISPR/Cas genome editing and precision plant breeding in agriculture. Annu. Rev. Plant Biol. 70, 667-697.
  38. Chia, W.Y., Ying Tang, D.Y., Khoo, K.S., Kay Lup, A.N., Chew, K.W., 2020. Nature’s fight against plastic pollution: algae for plastic biodegradation and bioplastics production. Environ. Sci. Ecotechnol. 4, 100065.
  39. Ching, P.M.L., Mayol, A.P., San Juan, J.L.G., Calapatia, A.M., So, R.H.Y., Sy, C.L., Ubando, A.T., Culaba, A.B., 2021. AI methods for modeling the vacuum drying characteristics of Chlorococcum infusionum for algal biofuel production. Process Integr. Optim. Sustainability. 5, 247-256.
  40. Chong, J.W.R., Tan, X., Khoo, K.S., Ng, H.S., Jonglertjunya, W., Yew, G.Y., Show, P.L., 2022. Microalgae-based bioplastics: future solution towards mitigation of plastic wastes. Environ. Res. 206, 112620.
  41. Clippinger, J.N., Davis, R.E., 2019. Techno-Economic Analysis for the Production of Algal Biomass Via Closed Photobioreactors: Future Cost Potential Evaluated across a Range of Cultivation System Designs (No. NREL/TP-5100-72716) National Renewable Energy Lab. (NREL), Golden, CO (United States) p. 42.
  42. Corsino, S.F., Trapani, D.D., Torregrossa, N., Piazzese, D., 2021. Preliminary evaluation of biopolymers production by mixed microbial culture from citrus wastewater in a MBR system using respirometric techniques. J. Water Process Eng. 41, 102003.
  43. Costa, S., Miranda, A.L., Andrade, B.B., Assis D. de, J., Souza, C.O., de Morais, M.G., Costa, J.A.V., Druzian, J.I., 2018. Influence of nitrogen on growth, biomass composition, production, and properties of polyhydroxyalkanoates (PHAs) by microalgae. Int. J. Biol. Macromol. 116, 552-562.
  44. Costa, S.S., Miranda, A.L., de Morais, M.G., Costa, J.A.V., Druzian, J.I., 2019. Microalgae as source of polyhydroxyalkanoates (PHAs)-a review. Int. J. Biol. Macromol. 131, 536-547.
  45. Da Silva, C.K., De Almeida, A.C.A., Costa, J.A.V., De Morais, M.G., 2018. Cyanobacterial biomass by reuse of wastewater-containing hypochlorite. Ind. Biotech. 14(5), 265-269.
  46. de Carvalho, J.C., Molina-Aulestia, D.T., Martinez-Burgos, W.J., Karp, S.G., Manzoki, M.C., Medeiros, A.B.P., Rodrigues, C., Scapini, T., Vandenberghe, L.P.d.S., Vieira, S., 2022. Agro-industrial wastewaters for algal biomass production, bio-based products, and biofuels in a circular bioeconomy. Fermentation. 8(12), 728.
  47. Devadas, V.V., Khoo, K.S., Chia, W.Y., Chew, K.W., Munawaroh, H.S.H., Lam, M.K., Lim, J.W., Ho, Y.C., Lee, K.T., Show, P.L., 2021. Algae biopolymer towards sustainable circular economy. Bioresour. Technol. 325, 124702.
  48. Devi, A., Verma, M., Saratale, G.D., Saratale, R.G., Ferreira, L.F.R., Mulla, S.I., Bharagava, R.N., 2023. Microalgae: a green eco-friendly agents for bioremediation of tannery wastewater with simultaneous production of value-added products. Chemosphere. 336, 139192.
  49. Dhokane, D., Shaikh, A., Yadav, A., Giri, N., Bandyopadhyay, A., Dasgupta, S., Bhadra, B., 2023. CRISPR-based bioengineering in microalgae for production of industrially important biomolecules. Front. Bioeng. Biotechnol.11, 1267826.
  50. Diankristanti, P.A., Ho, N.H.E., Chen, J.H., Nagarajan, D., Chen, C.Y., Hsieh, Y.M., Ng, I.S., Chang, J.S., 2024. Unlocking the potential of microalgae as sustainable bioresources from up to downstream processing: a critical review. Chem. Eng. J. 488, 151124.
  51. Diankristanti, P.A., Lin, Y.C., Yi, Y.C., Ng, I.S., 2024. Polyhydroxyalkanoates bioproduction from bench to industry: thirty years of development towards sustainability. Bioresour. Technol. 393, 130149.
  52. Dietrich, K., Dumont, M.J., Del Rio, L.F., Orsat, V., 2017. Producing PHAs in the bioeconomy-towards a sustainable bioplastic. Sustain. Product. Consump. 9, 58-70.
  53. Dogaris, I., Welch, M., Meiser, A., Walmsley, L., Philippidis, G., 2015. A novel horizontal photobioreactor for high-density cultivation of microalgae. Bioresour. Technol. 198, 316-324.
  54. Dutta S., Neto, F., Coelho M.C., 2016. Microalgae biofuels: a comparative study on techno-economic analysis & life-cycle assessment. Algal Res., 20, 44-52.
  55. Eberly J.O., Ely R.L., 2012. Photosynthetic accumulation of carbon storage compounds under CO2 enrichment by the thermophilic cyanobacterium Thermosynechococcus elongatus. J. Ind. Microbiol. Biotechnol. 39(6), 843-850.
  56. Elmowafy,, Abdal-Hay, A., Skouras, A., Tiboni, M., Casettari, L., Guarino, V., 2019. Polyhydroxyalkanoate (PHA): applications in drug delivery and tissue engineering. Expert. Rev. Med. Devices. 16(6), 467-482.
  57. European Bioplastics, 2022. Bioplastics materials.
  58. García, G., Sosa-Hernández, J.E., Rodas-Zuluaga, L.I., Castillo-Zacarías, C., Iqbal, H., Parra-Saldívar, R., 2021. Accumulation of PHA in the microalgae Scenedesmus under nutrient-deficient conditions. Polymers. 13(1), 131.
  59. Geerinck, R., Schueren, L.V.D., 2021. The use of pha materials in the textile industry, 2nd PHA platform world congress. Polymedia Publisher GmbH Cologne. Germany.
  60. Geyer R., Jambeck J.R., Law K.L., 2017. Production, use, and fate of all plastics ever made Sci. Adv. 3(7), Article e1700782.
  61. Giraldo-Zuluaga, J.H., Salazar, A., Diez, G., Gomez, A., Martínez, T., Vargas, J.F., Peñuela, M., 2018. Automatic identification of Scenedesmus polymorphic microalgae from microscopic images. Pattern Anal. Appl. 21, 601-612.
  62. Gondi, R., Kavitha, S., Kannah, R.Y., Kumar, G., Banu, J.R., 2022. Wastewater based microalgae valorization for biofuel and value-added products recovery. Sustain. Energy Technol. Assess. 53, 102443.
  63. González-Balderas, R.M., Felix, M., Bengoechea, C., Guerrero, A., Orta Ledesma, M.T., 2020. Influence of mold temperature on the properties of wastewater-grown microalgae-based plastics processed by injection molding. Algal Res. 51, 102055.
  64. Gracioso, L.H., Bellan, A., Karolski, B., Cardoso, L.O.B., Perpetuo, E.A., Nascimento, C.A.O. do, Giudici, R., Pizzocchero, V., Basaglia, M., Morosinotto, T., 2021. Light excess stimulates Polybeta-hydroxybutyrate yield in a mangrove-isolated strain of Synechocystis Bioresour. Technol. 320, 124379.
  65. Gruber, Z., Toth, A.J., Menyhárd, A., Mizsey, P., Owsianiak, M., Fozer, D., 2022. Improving green hydrogen production from Chlorella vulgaris via formic acid-mediated hydrothermal carbonisation and neural network modelling. Bioresour. Technol. 365, 128071.
  66. Haase, S.M., Huchzermeyer, B., Rath, T., 2012. PHB accumulation in Nostoc muscorum under different carbon stress situations. J. Appl. Phycol. 24, 157-162.
  67. Hanna, D.H., Hamed, A.A., Saad, G.R., 2023. Synthesis and characterization of poly(3-hydroxybutyrate)/chitosan-graft poly (acrylic acid) conjugate hyaluronate for targeted delivery of methotrexate drug to colon cancer cells. Int. J. Biol. Macromol. 240, 124396.
  68. Harmsen, P.F.H., Hackmann, M.M., Bos, H.L., 2014. Green building blocks for bio-based plastics. Biofuels, Bioprod. Biorefin. 8(3), 306-324.
  69. Hasan, H.A., Muhamad, M.H., Ji, B., Nazairi, N.A., Jiat, K.W., Sim, S.I.S.W.A., Poh, A.F.M.S., 2023. Revolutionizing wastewater treatment with microalgae: unveiling resource recovery, mechanisms, challenges, and future possibilities. Ecol. Eng., 197, 107117.
  70. Hauf, W., Watzer,  ,   Roos,   N.,   Klotz,   A.,   Forchhammer,   K.,   2015.   Photoautotrophic polyhydroxybutyrate granule formation is regulated by   cyanobacterial   phasin   PhaP   in Synechocystis sp.          strain          PCC            6803. Appl. Environ.               Microbiol.  81,              4411-4422.
  71. Heller, M.C., Mazor, M.H., Keoleian, G.A., 2020. Plastics in the US: toward a material flow characterization of production, markets and end of life. Environ. Res. Lett. 15, 094034.
  72. Hempel, F., Bozarth, A.S., Lindenkamp, N., Klingl, A., Zauner, S., Linne, U., Steinbüchel, A., Maier, U.G., 2011. Microalgae as bioreactors for bioplastic production. Microb. Cell Fact. 10, 81.
  73. Hoffman, J., Pate, R.C., Drennen, T., Quinn, J.C., 2017. Techno-economic assessment of open microalgae production systems. Algal Res. 23, 51-57.
  74. Hossain, S.M.Z., Sultana, N., Jassim, M.S., Coskuner, G., Hazin, L.M., Razzak, S.A., Hossain, M.M., 2022. Soft-computing modeling and multiresponse optimization for nutrient removal process from municipal wastewater using microalgae. J. Water Process Eng. 45, 102490.
  75. Hu, D., Liu, H., Yang, C., Hu, E., 2008. The design and optimization for light-algae bioreactor controller based on artificial neural network-model predictive control. Acta Astronaut. 63(7-10), 1067-1075.
  76. Hu, Q., Sommerfeld, M., Jarvis, E., Ghirardi, M., Posewitz, M., Seibert, M., 2008. Microalgal triacylglycerols as feedstocks for biofuel production: perspectives and advances. Plant J. 54(4), 621-639.
  77. Ighalo, J.O., Dulta, K., Kurniawan, S.B., Omoarukhe, F.O., Ewuzie, U., Eshiemogie, S.O., Ojo, A.U., Abdullah, S.R.S., 2022. Progress in microalgae application for CO2 Clean. Chem. Eng. 3, 100044.
  78. Jeon, S., Lim, J.M., Lee, H.G., Shin, S.E., Kang, N.K., Park, Y.I., Oh, H.M., Jeong, W.J., Jeong, B.R., Chang, Y.K., 2017. Current status and perspectives of genome editing technology for microalgae. Biotechnol. Biofuels Bioprod. 10, 1-18.
  79. Jeong, B., Jang, J., Jin, E., 2023. Genome engineering via gene editing technologies in microalgae. Bioresour. Technol. 373, 128701.
  80. Jeremic, S., Milovanovic, J., Mojicevic, M., Bogojevic, S.S., Nikodinovic-Runic, J. 2020. Understanding bioplastic materials-Current state and trends. J. Serbian Chem. Soc. 85(12), 1507-1538.
  81. Jiang, W., Brueggeman, A.J., Horken, K.M., Plucinak, T.M., Weeks, D.P., 2014. Successful transient expression of Cas9 and single guide RNA genes in Chlamydomonas Eukaryot. Cell. 13(11), 1465-1469.
  82. Jinkerson, R.E., Jonikas, M.C., 2015. Molecular techniques to interrogate and edit the Chlamydomonas nuclear genome. Plant J. 82(3), 393-412.
  83. Kadri, M.S., Singhania, R.R., Haldar, D., Patel, A.K., Bhatia, S.K., Saratale, G., Parameswaran, B., Chang, J.S., 2023. Advances in algomics technology: application in wastewater treatment and biofuel production. Bioresour. Technol., 387, 129636.
  84. Kaewbai-ngam, A., Incharoensakdi, A., Monshupanee, T., 2016. Increased accumulation of polyhydroxybutyrate in divergent cyanobacteria under nutrient-deprived photoautotrophy: an efficient conversion of solar energy and carbon dioxide to polyhydroxybutyrate by Calothrix scytonemicola TISTR 8095. Bioresour. Technol. 212, 342-347.
  85. Kamravamanesh, D., Kovacs, T., Pflügl, S., Druzhinina, I., Kroll, P., Lackner, M., Herwig, C., 2018. Increased poly-β-hydroxybutyrate production from carbon dioxide in randomly mutated cells of cyanobacterial strain Synechocystis PCC 6714: mutant generation and characterization. Bioresour. Technol. 266, 34-44.
  86. Kamravamanesh, D., Pflügl, S., Nischkauer, W., Limbeck, A., Lackner, M., Herwig, C., 2017. Photosynthetic poly-β-hydroxybutyrate accumulation in unicellular cyanobacterium Synechocystis sp. PCC 6714. AMB Express. 7, 1-12.
  87. Kamravamanesh, D., Slouka, C., Limbeck, A., Lackner, M., Herwig, C., 2019. Increased carbohydrate production from carbon dioxide in randomly mutated cells of cyanobacterial strain Synechocystis PCC 6714: bioprocess understanding and evaluation of productivities. Bioresour. Technol. 273, 277-287.
  88. Kartik, A., Akhil, D., Lakshmi, D., Gopinath, K.P., Arun, J., Sivaramakrishnan, R., Pugazhendhi, A., 2021. A critical review on production of biopolymers from algae biomass and their applications. Bioresour. Technol. 329, 124868.
  89. Kavitha, G., Kurinjimalar, C., Sivakumar, K., Kaarthik, M., Aravind, R., Palani, P., Rengasamy, R., 2016. Optimization of polyhydroxybutyrate production utilizing waste water as nutrient source by Botryococcus braunii Kütz using response surface methodology. Int. J. Biol. Macromol. 93, 534-542.
  90. Khan, M.J., Harish, A., Ahirwar, B., Pugazhendhi, A., Varjani, S.K., Bhatia, S.K., Saratale, R.G., Saratale, G.D., Vinayak, V., 2021. Insights into diatom microalgal farming for treatment of wastewater and pretreatment of algal cells by ultrasonication for value creation. Environ. Res. 201, 111550.
  91. Knott, G.J., Doudna, J.A., 2018. CRISPR-Cas guides the future of genetic engineering. Science. 361(6405), 866-869.
  92. Koch, M., Berendzen, K.W., Forchhammer, K., 2020. On the role and production of polyhydroxybutyrate (Phb) in the cyanobacterium Synechocystis pcc 6803. Life 10(4), 47.
  93. Koch, M., Bruckmoser, J., Scholl, J., Hauf, W., Rieger, B., Forchhammer, K., 2020. Maximizing PHB content in Synechocystis PCC 6803: a new metabolic engineering strategy based on the regulator PirC. Microb. Cell Factories. 19, 1-12.
  94. Koller M., Marsalek L., 2015. Cyanobacterial polyhydroxyalkanoate production: status quo and quo vadis?. Curr. Biotechnol. 4(4), 464-480.
  95. Kostas, E.T., Adams, J.M., Ruiz, H.A., Durán-Jiménez, G., Lye, G.J., 2021. Macroalgal biorefinery concepts for the circular bioeconomy: a review on biotechnological developments and future perspectives. Renew. Sust. Energy Rev. 151, 111553.
  96. Kothari, R., Ahmad, S., Pathak, V.V., Pandey, A., Kumar, A., Shankarayan, R., Black, P.N., Tyagi, V.V., 2021.Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers. Biorefine. 11, 1419-1442.
  97. Kovalcik, A., Meixnerb, K., Mihalica, M., Zeilinger, W., Fritz, I., Fuchs, W., Kucharczyk, P., Stelzer, F., Drosg, B., 2017. Characterization of polyhydroxyalkanoates produced by Synechocystis salina from digestate supernatant. Int. J. Biol. Macromol. 102, 497-504.
  98. Kozaeva, E., Volkova, S., Matos, M.R.A., Mezzina, M.P., Wulff, T., Volke, D.C., Nielsen, L.K., Nikel, P.I., 2021. Model-guided dynamic control of essential metabolic nodes boosts acetyl-coenzyme A-dependent bioproduction in rewired Pseudomonas putida. Metab. Eng. 67, 373-386.
  99. Krasaesueb, N., Incharoensakdi, A., Khetkorn, W., 2019. Utilization of shrimp wastewater for poly-β-hydroxybutyrate production by Synechocystis PCC 6803 strain ΔSphU cultivated in photobioreactor. Biotech. Rep. 23, e00345.
  100. Ku, J.T., Lan, E.I., 2018. A balanced ATP driving force module for enhancing photosynthetic biosynthesis of 3-hydroxybutyrate from CO2. Metab. Eng. 46, 35-42.
  101. Kumar, S., Jain, S., Kumar, H., 2018. Performance evaluation of adaptive neuro-fuzzy inference system and response surface methodology in modeling biodiesel synthesis from jatropha–algae oil. Energy Sources Part A. 40(24), 3000-3008.
  102. Kumari, P., Kiran, B.R., Mohan, S.V., 2022. Polyhydroxybutyrate production by Chlorella sorokiniana SVMIICT8 under nutrient-deprived mixotrophy. Bioresour. Technol. 354, 127135.
  103. Kushwaha, O.S., Uthayakumar, H., Kumaresan, K., 2022. Modeling of carbon dioxide fixation by microalgae using hybrid artificial intelligence (AI) and fuzzy logic (FL) methods and optimization by genetic algorithm (GA). Environ. Sci. Pollut. Res. 30, 24927-24948.
  104. Lau, N.S., Foong, C.P., Kurihara, Y., Sudesh, K., Matsui, M., 2014. RNA-Seq analysis provides insights for understanding photoautotrophic polyhydroxyalkanoate production in recombinant Synechocystis PLoS One. 9, e86368.
  105. Li, H., Chen, J., Zhang, W., Zhan, H., He, C., Yang, Z., Peng, H., Leng, L., 2023. Leng Machine-learning-aided thermochemical treatment of biomass: a review. Biofuel Res. J., 10(1), 1786-1809.
  106. Lim, H.R., Khoo, K.S., Chia, W.Y., Chew, KW., Ho, S.H., Show, P.L., 2022. Smart microalgae farming with internet-of-things for sustainable agriculture. Biotechnol. Adv. 57,107931.
  107. Lin, L., Chen, J., Mitra, R., Gao, Q., Cheng, F., Xu, T., Zuo, Z., Xiang, H., Han, J., 2021. Optimising PHBV biopolymer production in haloarchaea via CRISPRi-mediated redirection of carbon flux. Commun. Biol. 4, 1007.
  108. Lin, W.R., Ng, I.S., 2020. Development of CRISPR/Cas9 system in Chlorella vulgaris FSP-E to enhance lipid accumulation. Enzyme Microb. Technol. 133, 109458.
  109. Liu, J.Y., Zeng, L.H., Ren, Z.H., Du, T.M., Liu, X., 2020. Rapid in situ measurements of algal cell concentrations using an artificial neural network and single-excitation fluorescence spectrometry. Algal Res. 45, 101739.
  110. Liu, R., Li, S., Tu, Y., Hao, X., Qiu, F., 2022. Recovery of value-added products by mining microalgae. J. Environ. Manage. 307, 114512.
  111. Long, B., Fischer, B., Zeng, Y., Amerigian, Z., Li, Q., Bryant, H., Li, M., Dai, S.Y., Yuan, J.S., 2022. Machine learning-informed and synthetic biology-enabled semi-continuous algal cultivation to unleash renewable fuel productivity. Nat. Commun. 13, 541.
  112. López Rocha, C.J., Álvarez-Castillo, E., Estrada Yáñez, M.R., Bengoechea, C., Guerrero, A., Orta Ledesma, M.T., 2020. Development of bioplastics from a microalgae consortium from wastewater. J. Environ. Manage. 263, 110353.
  113. López-Pacheco, I.Y., Rodas-Zuluaga, L.I., Cuellar-Bermudez, S.P., Hidalgo-Vázquez, E., Molina-Vazquez, A., Araújo, R.G., Martínez-Ruiz, M., Varjani, S., Barceló, D., Iqbal, H.M.N., 2022. Revalorization of microalgae biomass for synergistic interaction and sustainable applications: bioplastic generation. Mar. Drugs. 20(10), 601.
  114. Lutzu, G.A., Ciurli, A., Chiellini, C., Di Caprio, F., Concas, A., Dunford, N.T., 2021. Latest developments in wastewater treatment and biopolymer production by microalgae. J. Environ. Chem. Eng., 9(1), 104926.
  115. Madadi, R., Maljaee, H., Serafim, L.S., Ventura, S.P.M., 2021. Microalgae as contributors to produce biopolymers. Mar. Drugs. 19(8), 466.
  116. Mal, N., Satpati, G.G., Raghunathan, S., Davoodbasha, M., 2022. Current strategies of algae-based biopolymer production and scale-up. Chemosphere. 289, 133178.
  117. Mariotto, M., Egloff, S., Fritz, I., Refardt, D., 2023. Cultivation of the PHB-producing cyanobacterium Synechococcus leopoliensis in a pilot-scale open system using nitrogen from waste streams. Algal Res. 70, 103013.
  118. Martins, R.G., Severo Gonçalves, I., De Morais, M.G., Costa, J.A.V., 2014. Bioprocess engineering aspects of biopolymer production by the cyanobacterium spirulina strain LEB 18. Int. J. Polym. Sci. 2014(1), 895237.
  119. Mastropetros, G., Pispas, K., Zagklis, D., Ali, S.S., Kornaros, M., 2022. Biopolymers production from microalgae and cyanobacteria cultivated in wastewater: recent advances. Biotech. Adv. 60, 107999.
  120. Meixner, K., Daffert, C., Dalnodar, D., Mrázová, K., Hrubanová, K., Krzyzanek, V., Nebesarova, J., Samek, O., Šedrlová, Z., Slaninova, E., Sedláček, P., Obruča, S., Fritz, I., 2022. Glycogen, poly(3- hydroxybutyrate) and pigment accumulation in three Synechocystis strains when exposed to a stepwise increasing salt stress. J. Appl. Phycol. 34, 1227-1241.
  121. Meixner, K., Fritz, I., Daffert, C., Markl, K., Fuchs, W., Drosg, B., 2016. Processing recommendations for using low-solids digestate as nutrient solution for Poly-ß-hydroxybutyrate production with Synechocystis salina. J. Biotechnol. 240, 61-67.
  122. Mendhulkar, V., Shetye, L., 2017. Synthesis of biodegradable polymer polyhydroxyalkanoate (PHA) in cyanobacteria Synechococcus elongates under mixotrophic nitrogen- and phosphate-mediated stress conditions. Ind. Biotechnol. 13(2), 85-93.
  123. Meng, D.C., Chen, G.Q., 2018. Synthetic Biology of Polyhydroxyalkanoates (PHA). Adv. Biochem. Eng. Biotechnol. 162, 147-174.
  124. Mogany, T., Bhola, V., Bux, F., 2024. Algal-based bioplastics: global trends in applied research, technologies, and commercialization. Environ. Sci. Pollut. Res. 31, 38022-38044.
  125. Mohler, D.T., Wilson, M.H., Fan, Z., Groppo, J.G., Crocker, M., 2019. Beneficial reuse of industrial CO2 emissions using a microalgae photobioreactor: waste heat utilization assessment. Energies. 12(13), 2634.
  126. Monshupanee, T., Chairattanawat, C., Incharoensakdi, A., 2019. Disruption of cyanobacterial γ-aminobutyric acid shunt pathway reduces metabolites levels in tricarboxylic acid cycle, but enhances pyruvate and poly(3-hydroxybutyrate) accumulation. Sci. Rep. 9, 8184.
  127. Morgan-Sagastume, F., Karlsson, A., Johansson, P., Pratt, S., Boon, N., Lant, P., Werker, A., 2010. Production of polyhydroxyalkanoates in open, mixed cultures from a waste sludge stream containing high levels of soluble organics, nitrogen and phosphorus. Water Res. 44(18), 5196-5211.
  128. Muhammad, G., Potchamyou Ngatcha, A.D., Lv, Y., Xiong, W., El-Badry, Y.A., Asmatulu, E., Xu J., Alam, M.A., 2022. Enhanced biodiesel production from wet microalgae biomass optimized via response surface methodology and artificial neural network. Renew. Energy. 184, 753-764.
  129. Mukherjee, A., Koller M., 2022. Polyhydroxyalkanoate (PHA) biopolyesters-emerging and major products of industrial biotechnology. Eurobiotech J. 6, 49-60.
  130. Muthuraj, R., Valerio, O., Mekonnen, T.H., 2021. Recent developments in short- and medium-chain- length Polyhydroxyalkanoates: production, properties, and applications. Int. J. Biol. Macromol. 187, 422-440.
  131. Nanda, N., Bharadvaja, N., 2022. Algal bioplastics: current market trends and technical aspects. Clean Technol. Environ. Policy. 24, 2659-2679.
  132. Naresh Kumar, A., Chatterjee, S., Hemalatha, M., Althuri, A., Min, B., Kim, S.H., Venkata Mohan, S., 2020. Deoiled algal biomass derived renewable sugars for bioethanol and biopolymer production in biorefinery framework. Bioresour. Technol. 296, 122315.
  133. Naser, A.Z., Deiab, I., Darras, B.M., 2021. Poly(lactic acid) (PLA) and polyhydroxyalkanoates (PHAs), green alternatives to  petroleum-based  plastics:  a    RSC Adv.  11(28), 17151-17196.
  134. Nayak M., Dhanarajan, G., Dineshkumar, R., Sen R., 2018. Artificial intelligence driven process optimization for cleaner production of biomass with co-valorization of wastewater and flue gas in an algal biorefinery. J. Clean. Prod., 201, 1092-1100.
  135. Noreen, A., Zia, K.M., Zuber, M., Ali, M., Mujahid, M., 2016. A critical review of algal biomass: a versatile platform of bio-based polyesters from renewable resources. Int. J. Biol. Macromol. 86, 937-949.
  136. Nur, M.M.A., Yuliestyan, A., Irfandy, F., Setyoningrum, T.M., 2022. Nutritional factors influence polyhydroxybutyrate in microalgae growing on palm oil mill effluent. J. Appl. Phycol. 34, 127-133.
  137. Oliveira, C.Y.B., Jacob, A., Nader, C., Oliveira, C.D.L., Gálvez, A.O., Matos, A.P., 2022. An overview on microalgae as renewable resources for meeting sustainable development goals. J. Environ. Manage. 320, 115897. 
  138. Orthwein, T., Scholl, J., Spät, P., Lucius, S., Koch, M., Macek, B., Hagemann, M., Forchhammer, K., 2021. The novel PII-interactor PirC identifies phosphoglycerate mutase as key control point of carbon storage metabolism in cyanobacteria. Proc. Natl. Acad. Sci. 118(6), e2019988118.
  139. Oruganti, R.K., Biji, A.P., Lanuyanger, T., Show, P.L., Sriariyanun, M., Upadhyayula, V.K.K., Gadhamshetty, V., Bhattacharyya, D., 2023. Artificial intelligence and machine learning tools for high-performance microalgal wastewater treatment and algal biorefinery: a critical review. Sci. Total Environ. 876, 162797.
  140. Osanai, T., Numata, K., Oikawa, A., Kuwahara, A., Iijima, H., Doi, Y., Hirai, M.Y., 2013. Increased bioplastic production with an RNA polymerase sigma factor SigE during nitrogen starvation in Synechocystis PCC 6803. DNA Res. 20(6), 525-535.
  141. Osanai, T., Numata, K., Oikawa, A., Kuwahara, A., Iijima, H., Doi, Y., Tanaka, K., Saito, K., Hirai, M.Y., 2013. Increased bioplastic production with an RNA polymerase sigma factor SigE during nitrogen starvation in Synechocystis PCC 6803. DNA Res. 20(6), 525-535.
  142. Otálora, P., Guzmán, J.L., Acién, F.G., Berenguel, M., Reul, A., 2021. Microalgae classification based on machine learning techniques. Algal Res., 55, 102256.
  143. Padovani, G., Carlozzi, P., Seggiani, M., Cinelli, P., Vitolo, S., Lazzeri, A., 2016. PHB-rich biomass and BioH2 production by means of photosynthetic microorganisms. Chem. Eng. Transact. 49, 55-60.
  144. Palmeiro-Sánchez, T., O’Flaherty, V., Lens, P.N.L., 2022. Polyhydroxyalkanoate bio-production and its rise as biomaterial of the future. J. Biotechnol. 348, 10-25.
  145. Panda, B., Mallick, N., 2007. Enhanced poly-β-hydroxybutyrate accumulation in a unicellular cyanobacterium, Synechocystis PCC 6803. Lett. Appl. Microbiol. 44(2), 194-198.
  146. Pandey, A., Adama, N., Adjallé, K., Blais, J.F., 2022. Sustainable applications of polyhydroxyalkanoates in various fields: a critical review. Int. J. Biol. Macromol. 221, 1184-1201.
  147. Panuschka, S., Drosg, B., Ellersdorfer, M., Meixner, K., Fritz, I., 2019. Photoautotrophic production of poly-hydroxybutyrate-First detailed cost estimations. Algal Res. 41, 101558.
  148. Papadaki, S.G., Kyriakopoulou, K.E., Krokida, M.K., 2016. Life cycle analysis of microalgae extraction techniques. Chem. Eng. Transact. 52, 1039-1044.
  149. Patrício Silva, L., Prata, J.C., Walker, T.R., Duarte, A.C., Ouyang, W., Barcelò, D., Rocha-Santos, T., 2021. Increased plastic pollution due to COVID-19 pandemic: challenges and recommendations. Chem. Eng. J. 405, 126683.
  150. Pessôa, L.C., Deamici, K.M., Pontes, L.A.M., Druzian, J.I., Assis, D.D.J., 2021. Technological prospection of microalgae-based biorefinery approach for effluent treatment. Algal Res. 60, 102504.
  151. Pickar-Oliver, A., Gersbach, C.A., 2019. The next generation of CRISPR-Cas technologies and applications. Nat. Rev. Mol. Cell. Biol. 20, 490-507.
  152. Prasad, R., Gupta, S.K., Shabnam, N., Oliveira, C.Y.B., Nema, A.K., Ansari, F.A., Bux, F., 2021. Role of microalgae in global CO2 sequestration: physiological mechanism, recent development, challenges, and future prospective. Sustainability. 13(23), 13061.
  153. Price, S., Kuzhiumparambil, U., Pernice, M., Ralph, P.J., 2020. Cyanobacterial polyhydroxybutyrate for sustainable bioplastic production: critical review and perspectives. J. Environ. Chem. Eng. 8(4), 104007.
  154. Rahman, A., Miller, C.D., 2017. Microalgae as a source of bioplastics. Algal green chemistry: recent progress in biotechnology. Elsevier. 121-138
  155. Rajvanshi, J., Sogani, M., Kumar, A., Arora, S., Syed, Z., Sonu, K., Gupta, N.S., Kalra, A., 2023. Perceiving biobased plastics as an alternative and innovative solution to combat plastic pollution for a circular economy. Sci. Total Environ. 874, 162441.
  156. Ray, S., Jin, J.O., Choi, I., Kim, M., 2023. Recent trends of biotechnological production of polyhydroxyalkanoates from C1 carbon sources. Front. Bioeng. Biotechnol. 6, 907500.
  157. Reimann, R., Zeng, B., Jakopec, M., Burdukiewicz, M., Petrick, I., Schierack, P., Rödiger, S., 2020. Classification of dead and living microalgae Chlorella vulgaris by bioimage informatics and machine learning. Algal Res. 48, 101908.
  158. Research and Markets, 2021. The Global Market for Bioplastics and Biopolymers 2021.
  159. Roh, H., Lee, J.S., Choi, H.I., Sung, Y.J., Choi, S.Y., Woo, H.M., Sim, S.J., 2021. Improved CO2-derived polyhydroxybutyrate (PHB) production by engineering fast-growing cyanobacterium Synechococcus elongatus UTEX 2973 for potential utilization of flue gas. Bioresour. Technol. 327, 124789.
  160. Roja, K., Sudhakar, D.R., Anto, S., Mathimani, T., 2019. Extraction and characterization of polyhydroxyalkanoates from marine green alga and cyanobacteria Biocatal. Agric. Biotechnol. 22, 101358.
  161. Roostaei, J., Zhang, Y., 2017. Spatially explicit life cycle assessment: opportunities and challenges of wastewater-based algal biofuels in the United States. Algal Res. 24, 395-402.
  162. Rueda, E., García-Galán, M.J., Díez-Montero, R., Vila, J., Grifoll, M., García, J., 2020. Polyhydroxybutyrate and glycogen production in photobioreactors inoculated with wastewater borne cyanobacteria monocultures. Bioresour. Technol. 295, 122233.
  163. Rueda, E., Gonzalez-Flo, E., Roca, L., Carretero, J., García, J., 2022. Accumulation of polyhydroxybutyrate in Synechocystis isolated from wastewaters: effect of salinity, light, and P content in the biomass. J. Environ. Chem. Eng. 10(3), 107952.
  164. Ruiz, J., Olivieri, G., De Vree, J., Bosma, R., Willems, P., Reith, J.H., Eppink, M.H.M., Kleinegris, D.M.M., Wijffels, R.H., Barbosa, M.J., 2016. Towards industrial products from microalgae. Energy Environ. Sci., 9(10), 3036-3043.
  165. Safarik, I., Prochazkova, G., Pospiskova, K., Branyik, T., 2016. Magnetically modified microalgae and their applications. Crit. Rev. Biotechnol. 36(5), 931-941.
  166. Salam K.A. Towards sustainable development of microalgal biosorption for treating effluents containing heavy metals. Biofuel Res. J. 6(2), 948-961.
  167. Salehizadeh, H., Yan, N., Farnood, R., 2020. Recent advances in microbial CO2 fixation and conversion to value-added products. Chem. Eng. J. 390, 124584.
  168. Samadhiya, K., Ghosh, A., Nogueira, R., Bala, K., 2022. Newly isolated native microalgal strains producing polyhydroxybutyrate and energy storage precursors simultaneously: targeting microalgal biorefinery. Algal Res. 62, 102625.
  169. Samantaray, S., Mallick, N., 2015. Impact of various stress conditions on poly-β-hydroxybutyrate (PHB) accumulation in Aulosira fertilissima CCC 444. Curr. Biotechnol. 4(3), 366-372.
  170. Samantaray, S., Nayak, J.K., Mallick, N., 2011. Wastewater utilization for poly-β-hydroxybutyrate production by the cyanobacterium Aulosira fertilissima in a recirculatory aquaculture system. Appl. Environ. Microbiol. 77(24), 8735-8743.
  171. Saratale, G., Dattatraya, R., Bhosale, S., Shobana, J.R., Banu, A., Pugazhendhi, E., Mahmoud, R., Sirohi, S., Kant Bhatia, A.E., Atabani, V., Mulone, J.J., Yoon, H., Seung Shin, G., Kumar, A., 2024. Review on valorization of spent coffee grounds (SCG) towards biopolymers and biocatalysts production Bioresour. Technol., 314, 123800.
  172. Saratale, R.G., Ponnusamy, V.K., Jeyakumar, R.B., Sirohi, R., Piechota, G., Shobana, S., Dharmaraja, J., Lay, C.H., Saratale, G.D., Shin, H.S., Ashokkumar, V., 2022. Veermuthu Microalgae cultivation strategies using cost-effective nutrient sources: recent updates and progress towards biofuel production. Bioresour. Technol. 361, 127691.
  173. Saratale, R.G., Cho, S.K., Saratale, G.D., Kadam, A.A., Ghodake, G.S., Kumar, M., Bharagava, R.N., Kumar, G., Kim, D.S., Mulla, S.I., Shin, H.S., 2021. A comprehensive overview and recent advances on polyhydroxyalkanoates (PHA) production using various organic waste streams. Bioresour. Technol. 325, 124685.
  174. Saratale, R.G., Kumar, G., Banu, R., Xia, A., Periyasamy, S., Saratale, G.D., 2018. A critical review on anaerobic digestion of microalgae and macroalgae and co-digestion of biomass for enhanced methane generation. Bioresour. Technol. 262, 319-332.
  175. Sasongko, N.A., Noguchi, R., Ito, J., Demura, M., Ichikawa, S., Nakajima, M., Watanabe, M.M., 2018. Engineering study of a pilot scale process plant for microalgae-Oil production utilizing municipal wastewater and flue gases: fukushima pilot plant. Energies. 11(7), 1693.
  176. Sharma L., Mallick N., 2005. Accumulation of poly-β-hydroxybutyrate in Nostoc muscorum: regulation by pH, light-dark cycles, N and P status and carbon sources. Bioresour. Technol. 96(11), 1304-1310.
  177. Shen, M., Huang, W., Chen, M., Song, B., Zeng, G., Zhang, Y., 2020. (Micro) plastic crisis: un-ignorable contribution to global greenhouse gas emissions and climate change. J. Clean. Prod. 254, 120138.
  178. Shokrkar, H., Ebrahimi, S., Zamani, M., 2017. Extraction of sugars from mixed microalgae culture using enzymatic hydrolysis: experimental study and modeling. Chem. Eng. Commun. 204(11), 1246-1257.
  179. Shrivastav, A., Mishra, S.K., Mishra, S., 2010. Polyhydroxyalkanoate (PHA) synthesis by Spirulina subsalsa from Gujarat coast of India. Int. J. Biol. Macromol. 46(2), 255-260.
  180. Singh, M.K., Rai, P.K., Rai, A., Singh, S., Singh, J.S., 2019. Poly-β-hydroxybutyrate production by the cyanobacterium scytonema geitleri bharadwaja under varying environmental conditions. Biomolecules. 9(5), 198.
  181. Singhon, P., Phoraksa, O., Incharoensakdi, A., Monshupanee, T., 2021. Increased bioproduction of glycogen, lipids, and poly(3-hydroxybutyrate) under partial supply of nitrogen and phosphorus by photoautotrophic cyanobacterium Synechocystis PCC 6803. J. Appl. Phycol. 33, 2833-2843.
  182. Siracusa, V., Blanco, I., 2020. Bio-polyethylene (Bio-PE), bio-polypropylene (Bio-PP) and bio-poly(ethylene terephthalate) (Bio-PET): recent developments in bio-based polymers analogous to petroleum-derived ones for packaging and engineering applications. Polymers. 12(8), 1641.
  183. Sirohi, R., Lee, J.S., Yu B.S., Roh H., Sim S.J., 2021. Sustainable production of polyhydroxybutyrate from autotrophs using CO2 as feedstock: challenges and opportunities. Bioresour. Technol. 341, 125751.
  184. Srivastava, G., Paul, A.K., Goud, V.V., 2018. Optimization of non-catalytic transesterification of microalgae oil to biodiesel under supercritical methanol condition. Energy Convers. Manage. 156, 269-278.
  185. Supriyanto, R., Noguchi, T., Ahamed, D., Mikihide, M.M., 2018. Watanabe A decision tree approach to estimate the microalgae production in open raceway pond. IOP Conf. Ser.: Earth Environ. Sci. 209.
  186. Taepucharoen, K., Tarawat, S., Puangcharoen, M., Incharoensakdi, A., Monshupanee, T., 2017. Production of poly (3-hydroxybutyrate-co-3-hydroxyvalerate) under photoautotrophy and heterotrophy by non-heterocystous N2 -fixing cyanobacterium. Bioresour. Technol. 239, 523-527.
  187. Tan, D., Wang, Y., Tong, Y., Chen, G.Q., 2021. Grand challenges for industrializing polyhydroxyalkanoates (PHAs). Trends Biotechnol. 39(9), 953-963.
  188. Tan, F.H.P., Nadir, N., Sudesh, K., 2022. Microalgal biomass as feedstock for bacterial production of PHA: advances and future prospects. Front. Bioeng. Biotechnol. 10, 879476.
  189. Tawfik, A., Niaz, H., Qadeer, K., Qyyum, M.A., Liu, J.J., Lee, M., 2022. Valorization of algal cells for biomass and bioenergy production from wastewater: sustainable strategies, challenges, and techno-economic limitations. Renew. Sust. Energy Rev. 157, 112024.
  190. Troschl, C., Meixner, K., Drosg, B., 2017. Cyanobacterial PHA production-review of recent advances and a summary of three years’ working experience running a pilot Bioengineering. 4(26), 26.
  191. Troschl, C., Meixner, K., Fritz, I., Leitner, K., Romero, A.P., Kovalcik, A., Sedlacek, P., Drosg, B., 2018. Pilot-scale production of poly-β-hydroxybutyrate with the cyanobacterium Synechocytis CCALA192 in a non-sterile tubular photobioreactor. Algal Res. 34, 116-125.
  192. Tyo, K.E., Jin, Y.S., Espinoza, F.A., Stephanopoulos, G., 2009. Identification of gene disruptions for increased poly‐3‐hydroxybutyrate accumulation in Synechocystis PCC 6803. Biotechnol. Prog. 25(5), 1236-1243.
  193. Wagner, J., Bransgrove, R., Beacham, T.A., Allen, M.J., Meixner, K., Drosg, B., Ting, V.P., Chuck, C.J., 2016. Co-production of bio-oil and propylene through the hydrothermal liquefaction of polyhydroxybutyrate producing cyanobacteria. Bioresour. Technol. 207, 166-174.
  194. Walker, S., Rothman, R., 2020. Life cycle assessment of bio-based and fossil-based plastic: a review. J. Clean. Prod. 261, 121158.
  195. Wang, B., Pugh, S., Nielsen, D.R., Zhang, W., Meldrum, D.R., 2013. Engineering cyanobacteria for photosynthetic production of 3-hydroxybutyrate directly from CO2. Metab. Eng. 16, 68-77.
  196. Wu, G., Bao, T., Shen, Z., Wu, Q., 2002. Sodium acetate stimulates PHB biosynthesis in synechocystis sp. PCC 6803. Tsinghua Sci. Technol. 7(4), 435-438.
  197. Xia, L., Rong, J., Yang, H., He, Q., Zhang, D., Hu, C., 2014. NaCl as an effective inducer for lipid accumulation in freshwater microalgae Desmodesmus abundans. Bioresour. Technol. 161, 402-409.
  198. Yadav, B., Talan, A., Tyagi, R.D., Drogui, P., 2021. Concomitant production of value-added products with polyhydroxyalkanoate (PHA) synthesis: a review. Bioresour. Technol. 337, 125419.
  199. Yadav, G., Dubey, B.K., Sen, R., 2020. A comparative life cycle assessment of microalgae production by CO2 sequestration from flue gas in outdoor raceway ponds under batch and semi-continuous regime. J. Clean. Prod. 258, 120703.
  200. Yashavanth, P.R., Das, M., Maiti, S.K., 2021. Recent progress and challenges in cyanobacterial autotrophic production of polyhydroxybutyrate (PHB), a bioplastic. J. Environ. Chem. Eng. 9(4), 105379.
  201. You, X., Yang, L., Zhou, X., Zhang, Y., 2022. Sustainability and carbon neutrality trends for microalgae-based wastewater treatment: a review. Environ. Res. 209, 112860.
  202. Zhang, C., Show, P.L., Ho, S.H., 2019. Progress and perspective on algal plastics-a critical review. Bioresour. Technol. 289, 121700.
  203. Zhang, S., Bryant, D.A., 2015. Biochemical validation of the glyoxylate cycle in the cyanobacterium Chlorogloeopsis fritschii strain PCC 9212. J. Biol. Chem. 290(22), 14019-14030.
  204. Zhang, X., Lin, Y., Wu, Q., Wang, Y., Chen, G.Q., 2020. Synthetic biology and  genome-editing  tools  for  improving  PHA   metabolic
    Trends Biotechnol. 38(7),  689-700.
  205. Zhao, X., Cornish, K., Vodovotz, Y., 2020. Narrowing the gap for bioplastic use in food packaging: an update. Environ. Sci. Technol. 54(8), 4712-4732.
  206. Zheng, Y., Chen, J.C., Ma, Y.M., Chen, G.Q., 2020. Engineering biosynthesis of polyhydroxyalkanoates (PHA) for diversity and cost reduction. Metab. Eng. 58, 82- 93.