Materials designed to degrade: structure, properties, processing, and performance relationships in polyhydroxyalkanoate biopolymers

Lalonde, Jessica N.; Pilania, Ghanshyam; Marrone, Babetta L.

doi:10.1039/D4PY00623B

Title: Materials designed to degrade: structure, properties, processing, and performance relationships in polyhydroxyalkanoate biopolymers

Journal Article · 31 December 2023 · Polymer Chemistry

DOI: https://doi.org/10.1039/D4PY00623B · OSTI ID:2473499

^[1];

^[2];

^[3]

Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC 27708, USA, Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
GE Aerospace Research, Niskayuna, NY 12309, USA
Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA

A materials tetrahedron framework is applied to PHA biopolymers to highlight design challenges and frame potential future research exploring structure, property, processing, and performance relationships.

View Journal Article

Cite

Export

Save

Sponsoring Organization:: USDOE

Grant/Contract Number:: NONE; 89233218CNA000001

OSTI ID:: 2473499

Journal Information:: Polymer Chemistry, Journal Name: Polymer Chemistry; ISSN PCOHC2; ISSN 1759-9954

Publisher:: Royal Society of Chemistry (RSC)Copyright Statement

Country of Publication:: United Kingdom

Language:: English

References (237)

Surfactant Free Delivery of Docetaxel by Poly[(R)‐3‐hydroxybutyrate‐(R)‐3‐hydroxyhexanoate]‐Based Polymeric Micelles for Effective Melanoma Treatments Luo, Zheng; Jiang, Lu; Ding, Chizhu Advanced Healthcare Materials, Vol. 7, Issue 23 https://doi.org/10.1002/adhm.201801221	journal	November 2018
Microbial Polyhydroxyalkanoates and Nonnatural Polyesters Choi, So Young; Cho, In Jin; Lee, Youngjoon Advanced Materials, Vol. 32, Issue 35 https://doi.org/10.1002/adma.201907138	journal	April 2020
Polyhydroxyalkanoate coatings restrict moisture uptake and associated loss of barrier properties of thermoplastic starch films Dilkes‐Hoffman, Leela S.; Pratt, Steven; Lant, Paul A. Journal of Applied Polymer Science, Vol. 135, Issue 25 https://doi.org/10.1002/app.46379	journal	March 2018
Recent Advances in Sustainable Plastic Upcycling and Biopolymers Sohn, Yu Jung; Kim, Hee Taek; Baritugo, Kei‐Anne Biotechnology Journal, Vol. 15, Issue 6 https://doi.org/10.1002/biot.201900489	journal	April 2020
Biodegradable Plastics: Standards, Policies, and Impacts Filiciotto, Layla; Rothenberg, Gadi ChemSusChem, Vol. 14, Issue 1 https://doi.org/10.1002/cssc.202002044	journal	October 2020
Polyhydroxyalkanoates: Recent Advances in Their Synthesis and Applications Winnacker, Malte European Journal of Lipid Science and Technology, Vol. 121, Issue 11 https://doi.org/10.1002/ejlt.201900101	journal	October 2019
Polyhydroxyalkanoates: biodegradable polymers with a range of applications Philip, S.; Keshavarz, T.; Roy, I. Journal of Chemical Technology & Biotechnology, Vol. 82, Issue 3 https://doi.org/10.1002/jctb.1667	journal	January 2007
Materials Science Tetrahedron—A Useful Tool for Pharmaceutical Research and Development Sun, Changquan Calvin Journal of Pharmaceutical Sciences, Vol. 98, Issue 5 https://doi.org/10.1002/jps.21552	journal	May 2009
Production of polyhydroxyalkanoates from intact triacylglycerols by genetically engineered Pseudomonas Solaiman, D. K. Y.; Ashby, R. D.; Foglia, T. A. Applied Microbiology and Biotechnology, Vol. 56, Issue 5-6 https://doi.org/10.1007/s002530100692	journal	September 2001
Economic and environmental analysis of PHAs production process Leong, Yoong Kit; Show, Pau Loke; Lan, John Chi-Wei Clean Technologies and Environmental Policy, Vol. 19, Issue 7 https://doi.org/10.1007/s10098-017-1377-2	journal	June 2017
Production of polyhydroxyalkanoates from inexpensive extruded rice bran and starch by Haloferax mediterranei Huang, Ting-Yen; Duan, Kow-Jen; Huang, Shih-Yow Journal of Industrial Microbiology & Biotechnology, Vol. 33, Issue 8 https://doi.org/10.1007/s10295-006-0098-z	journal	February 2006
Exploring polyhydroxyalkanoates biosynthesis using hydrocarbons as carbon source: a comprehensive review Corti Monzón, G.; Bertola, G.; Herrera Seitz, M. K. Biodegradation, Vol. 35, Issue 5 https://doi.org/10.1007/s10532-023-10068-9	journal	February 2024
Anti-biofilm Activity of Solvent-Cast and Electrospun Polyhydroxyalkanoate Membranes Treated with Lysozyme Kehail, Abdulrahman A.; Brigham, Christopher J. Journal of Polymers and the Environment, Vol. 26, Issue 1 https://doi.org/10.1007/s10924-016-0921-1	journal	January 2017
Polyhydroxyalkanoates/Fibrillated Nanocellulose Composites for Additive Manufacturing Valentini, F.; Dorigato, A.; Rigotti, D. Journal of Polymers and the Environment, Vol. 27, Issue 6 https://doi.org/10.1007/s10924-019-01429-8	journal	April 2019
Microbial Polyhydroxyalkanoates (PHAs): Efficient Replacement of Synthetic Polymers Muneer, Faizan; Rasul, Ijaz; Azeem, Farrukh Journal of Polymers and the Environment, Vol. 28, Issue 9 https://doi.org/10.1007/s10924-020-01772-1	journal	June 2020
Microbial Polyhydroxyalkanoates (PHAs): A Review on Biosynthesis, Properties, Fermentation Strategies and Its Prospective Applications for Sustainable Future Saravanan, Koushika; Umesh, Mridul; Kathirvel, Preethi Journal of Polymers and the Environment, Vol. 30, Issue 12 https://doi.org/10.1007/s10924-022-02562-7	journal	September 2022
Polyhydroxyalkanoates-based Cast Film as Bio-based Packaging for Fresh Fruit and Vegetables: Manufacturing and Characterization Genovesi, Annalisa; Aversa, Clizia; Barletta, Massimiliano Journal of Polymers and the Environment, Vol. 31, Issue 10 https://doi.org/10.1007/s10924-023-02914-x	journal	May 2023
Valorising Cassava Peel Waste Into Plasticized Polyhydroxyalkanoates Blended with Polycaprolactone with Controllable Thermal and Mechanical Properties Martinaud, Emma; Hierro-Iglesias, Carmen; Hammerton, James Journal of Polymers and the Environment, Vol. 32, Issue 8 https://doi.org/10.1007/s10924-023-03167-4	journal	January 2024
A Comprehensive Analysis of Plastics and Microplastic Legislation Worldwide Lam, Chung-Sum; Ramanathan, Soundaram; Carbery, Maddison Water, Air, & Soil Pollution, Vol. 229, Issue 11 https://doi.org/10.1007/s11270-018-4002-z	journal	October 2018
Challenges and Opportunities for Customizing Polyhydroxyalkanoates Singh, Mamtesh; Kumar, Prasun; Ray, Subhasree Indian Journal of Microbiology, Vol. 55, Issue 3 https://doi.org/10.1007/s12088-015-0528-6	journal	April 2015
Biomedical Applications of Polyhydroxyalkanoates Ray, Subhasree; Kalia, Vipin Chandra Indian Journal of Microbiology, Vol. 57, Issue 3 https://doi.org/10.1007/s12088-017-0651-7	journal	April 2017
Challenges and possible solutions to mitigate the problems of single-use plastics used for packaging food items: a review Dey, Ayan; Dhumal, Chanda Vilas; Sengupta, Priyanka Journal of Food Science and Technology, Vol. 58, Issue 9 https://doi.org/10.1007/s13197-020-04885-6	journal	November 2020
Polyhydroxyalkanoate and its efficient production: an eco-friendly approach towards development Sehgal, Rutika; Gupta, Reena 3 Biotech, Vol. 10, Issue 12 https://doi.org/10.1007/s13205-020-02550-5	journal	November 2020
Piezoelectric properties of poly-β-hydroxybutyrate and copolymers of β-hydroxybutyrate and β-hydroxyvalerate Fukada, Eiichi; Ando, Yutaka International Journal of Biological Macromolecules, Vol. 8, Issue 6 https://doi.org/10.1016/0141-8130(86)90056-5	journal	December 1986
Plastic bacteria? Progress and prospects for polyhydroxyalkanoate production in bacteria Lee, Sang Yup Trends in Biotechnology, Vol. 14, Issue 11 https://doi.org/10.1016/0167-7799(96)10061-5	journal	November 1996
Diversity of bacterial polyhydroxyalkanoic acids Steinbüchel, A. FEMS Microbiology Letters, Vol. 128, Issue 3 https://doi.org/10.1016/0378-1097(95)00125-O	journal	May 1995
Surface modification of polyhydroxyalkanoate films and their interaction with human fibroblasts Kang, I. -K; Choi, S. -H; Shin, D. -S International Journal of Biological Macromolecules, Vol. 28, Issue 3 https://doi.org/10.1016/S0141-8130(00)00165-3	journal	March 2001
Biochemical and genetic analysis of PHA synthases and other proteins required for PHA synthesis Rehm, Bernd H. A.; Steinbüchel, Alexander International Journal of Biological Macromolecules, Vol. 25, Issue 1-3 https://doi.org/10.1016/S0141-8130(99)00010-0	journal	June 1999
Production and evaluation of biodegradable composites based on PHB–PHV copolymer Chen, L. J.; Wang, M. Biomaterials, Vol. 23, Issue 13 https://doi.org/10.1016/S0142-9612(01)00394-5	journal	July 2002
Structure and mechanical properties of poly(?,?-lactic acid)/poly(ɛ-caprolactone) blends Broz, M. Biomaterials, Vol. 24, Issue 23 https://doi.org/10.1016/S0142-9612(03)00314-4	journal	October 2003
Occurrence, synthesis and medical application of bacterial polyhydroxyalkanoate Zinn, Manfred; Witholt, Bernard; Egli, Thomas Advanced Drug Delivery Reviews, Vol. 53, Issue 1 https://doi.org/10.1016/S0169-409X(01)00218-6	journal	December 2001
Metabolic improvements and use of inexpensive carbon sources in microbial production of polyhydroxyalkanoates Tsuge, Takeharu Journal of Bioscience and Bioengineering, Vol. 94, Issue 6 https://doi.org/10.1016/S1389-1723(02)80198-0	journal	December 2002
Mechanical and microstructural properties of polycaprolactone scaffolds with one-dimensional, two-dimensional, and three-dimensional orthogonally oriented porous architectures produced by selective laser sintering Eshraghi, Shaun; Das, Suman Acta Biomaterialia, Vol. 6, Issue 7 https://doi.org/10.1016/j.actbio.2010.02.002	journal	July 2010
Additive manufacturing of sustainable biomaterials for biomedical applications Arif, Zia Ullah; Khalid, Muhammad Yasir; Noroozi, Reza Asian Journal of Pharmaceutical Sciences, Vol. 18, Issue 3 https://doi.org/10.1016/j.ajps.2023.100812	journal	May 2023
Production of Medium Chain Length polyhydroxyalkanoate copolymers from agro-industrial waste streams Thomas, Christopher M.; Kumar, Deepak; Scheel, Ryan A. Biocatalysis and Agricultural Biotechnology, Vol. 43 https://doi.org/10.1016/j.bcab.2022.102385	journal	August 2022
Isolation and purification of bacterial poly(3-hydroxyalkanoates) Jacquel, Nicolas; Lo, Chi-Wei; Wei, Yu-Hong Biochemical Engineering Journal, Vol. 39, Issue 1 https://doi.org/10.1016/j.bej.2007.11.029	journal	April 2008
Biosynthesis and biocompatibility of poly(3-hydroxybutyrate-co-4-hydroxybutyrate) produced by Cupriavidus necator from spent palm oil Rao, Urmila; Sridhar, R.; Sehgal, P. K. Biochemical Engineering Journal, Vol. 49, Issue 1 https://doi.org/10.1016/j.bej.2009.11.005	journal	March 2010
Production of poly(3-hydroxybutyrate) from a complete feedstock derived from biodiesel by-products (crude glycerol and rapeseed meal) Salakkam, Apilak; Webb, Colin Biochemical Engineering Journal, Vol. 137 https://doi.org/10.1016/j.bej.2018.06.018	journal	September 2018
Polyhydroxyalkanoates production by engineered Cupriavidus necator from waste material containing lactose Povolo, Silvana; Toffano, Paolo; Basaglia, Marina Bioresource Technology, Vol. 101, Issue 20 https://doi.org/10.1016/j.biortech.2010.05.029	journal	October 2010
An overview of the recent developments in polylactide (PLA) research Madhavan Nampoothiri, K.; Nair, Nimisha Rajendran; John, Rojan Pappy Bioresource Technology, Vol. 101, Issue 22 https://doi.org/10.1016/j.biortech.2010.05.092	journal	November 2010
Evaluation of by-products from the biodiesel industry as fermentation feedstock for poly(3-hydroxybutyrate-co-3-hydroxyvalerate) production by Cupriavidus necator García, I. L.; López, J. A.; Dorado, M. P. Bioresource Technology, Vol. 130 https://doi.org/10.1016/j.biortech.2012.11.088	journal	February 2013
Cell growth and accumulation of polyhydroxyalkanoates from CO 2 and H 2 of a hydrogen-oxidizing bacterium, Cupriavidus eutrophus B-10646 Volova, Tatiana G.; Kiselev, Evgeniy G.; Shishatskaya, Ekaterina I. Bioresource Technology, Vol. 146 https://doi.org/10.1016/j.biortech.2013.07.070	journal	October 2013
Development of rice bran treatment process and its use for the synthesis of polyhydroxyalkanoates from rice bran hydrolysate solution Oh, Young Hoon; Lee, Seung Hwan; Jang, Young-Ah Bioresource Technology, Vol. 181 https://doi.org/10.1016/j.biortech.2015.01.075	journal	April 2015
Production and characterization of poly(3-hydroxybutyrate) generated by Alcaligenes latus using lactose and whey after acid protein precipitation process Berwig, Karina Hammel; Baldasso, Camila; Dettmer, Aline Bioresource Technology, Vol. 218 https://doi.org/10.1016/j.biortech.2016.06.067	journal	October 2016
Recent developments in Polyhydroxyalkanoates (PHAs) production – A review Sabapathy, Poorna Chandrika; Devaraj, Sabarinathan; Meixner, Katharina Bioresource Technology, Vol. 306 https://doi.org/10.1016/j.biortech.2020.123132	journal	June 2020
Polyhydroxyalkanoates: Trends and advances toward biotechnological applications Kalia, Vipin Chandra; Singh Patel, Sanjay Kumar; Shanmugam, Ramasamy Bioresource Technology, Vol. 326 https://doi.org/10.1016/j.biortech.2021.124737	journal	April 2021
An environmental and economic assessment of bioplastic from urban biowaste. The example of polyhydroxyalkanoate Andreasi Bassi, Susanna; Boldrin, Alessio; Frenna, Giammarco Bioresource Technology, Vol. 327 https://doi.org/10.1016/j.biortech.2021.124813	journal	May 2021
Concomitant production of value-added products with polyhydroxyalkanoate (PHA) synthesis: A review Yadav, Bhoomika; Talan, Anita; Tyagi, R. D. Bioresource Technology, Vol. 337 https://doi.org/10.1016/j.biortech.2021.125419	journal	October 2021
Recent progress and challenges in microbial polyhydroxybutyrate (PHB) production from CO2 as a sustainable feedstock: A state-of-the-art review Lee, Jiye; Park, Hyun June; Moon, Myounghoon Bioresource Technology, Vol. 339 https://doi.org/10.1016/j.biortech.2021.125616	journal	November 2021
A review on production of polyhydroxyalkanoate (PHA) biopolyesters by thermophilic microbes using waste feedstocks Chavan, Shraddha; Yadav, Bhoomika; Tyagi, R. D. Bioresource Technology, Vol. 341 https://doi.org/10.1016/j.biortech.2021.125900	journal	December 2021
Visible/near infrared spectroscopy and machine learning for predicting polyhydroxybutyrate production cultured on alkaline pretreated liquor from corn stover Li, Mengxing; Wijewardane, Nuwan K.; Ge, Yufeng Bioresource Technology Reports, Vol. 9 https://doi.org/10.1016/j.biteb.2020.100386	journal	February 2020
Biosynthesis of 3-hydroxydecanoate (3HD) and 3-hydroxydodecanoate (3HDd) in the polyhydroxyalkanoate copolymeric ester chain by Pseudomonas aeruginosa MCC 5300 using oleic acid as a carbon source Paduvari, Raghavendra; Subrahmanya Bhat, K.; Somashekara, Divyashree Mysore Bioresource Technology Reports, Vol. 25 https://doi.org/10.1016/j.biteb.2023.101690	journal	February 2024
Evaluation and optimization of the environmental performance of PHA downstream processing Saavedra del Oso, M.; Mauricio-Iglesias, M.; Hospido, A. Chemical Engineering Journal, Vol. 412 https://doi.org/10.1016/j.cej.2020.127687	journal	May 2021
Synthetic biology strategies for synthesizing polyhydroxyalkanoates from unrelated carbon sources Agnew, Daniel E.; Pfleger, Brian F. Chemical Engineering Science, Vol. 103 https://doi.org/10.1016/j.ces.2012.12.023	journal	November 2013
Cost competitiveness of sustainable bioplastic feedstocks – A Monte Carlo analysis for polylactic acid Wellenreuther, Claudia; Wolf, André; Zander, Nils Cleaner Engineering and Technology, Vol. 6 https://doi.org/10.1016/j.clet.2022.100411	journal	February 2022
Proving the suitability of magnetoelectric stimuli for tissue engineering applications Ribeiro, C.; Correia, V.; Martins, P. Colloids and Surfaces B: Biointerfaces, Vol. 140 https://doi.org/10.1016/j.colsurfb.2015.12.055	journal	April 2016
Polymer design using genetic algorithm and machine learning Kim, Chiho; Batra, Rohit; Chen, Lihua Computational Materials Science, Vol. 186 https://doi.org/10.1016/j.commatsci.2020.110067	journal	January 2021
Process design for microbial plastic factories: metabolic engineering of polyhydroxyalkanoates Aldor, Ilana S.; Keasling, Jay D. Current Opinion in Biotechnology, Vol. 14, Issue 5 https://doi.org/10.1016/j.copbio.2003.09.002	journal	October 2003
Polyhydroxyalkanoates as a source of chemicals, polymers, and biofuels Gao, Xue; Chen, Jin-Chun; Wu, Qiong Current Opinion in Biotechnology, Vol. 22, Issue 6 https://doi.org/10.1016/j.copbio.2011.06.005	journal	December 2011
Polyhydroxyalkanoates, challenges and opportunities Wang, Ying; Yin, Jin; Chen, Guo-Qiang Current Opinion in Biotechnology, Vol. 30 https://doi.org/10.1016/j.copbio.2014.06.001	journal	December 2014
Long-circulating polyhydroxybutyrate-co-hydroxyvalerate nanoparticles for tumor targeted docetaxel delivery: Formulation, optimization and in vitro characterization Vardhan, Harsh; Mittal, Pooja; Adena, Sandeep Kumar Reddy European Journal of Pharmaceutical Sciences, Vol. 99 https://doi.org/10.1016/j.ejps.2016.12.007	journal	March 2017
Blends and composites of polyhydroxyalkanoates (PHAs) and their applications Kumar, Vasant; Sehgal, Rutika; Gupta, Reena European Polymer Journal, Vol. 161 https://doi.org/10.1016/j.eurpolymj.2021.110824	journal	December 2021
Study on the barrier properties and antibacterial properties of cellulose-based multilayer coated paperboard used for fast food packaging Wang, Fei-jie; Wang, Li-qiang; Zhang, Xin-chang Food Bioscience, Vol. 46 https://doi.org/10.1016/j.fbio.2021.101398	journal	April 2022
Environmental impact of bioplastic use: A review Atiwesh, Ghada; Mikhael, Abanoub; Parrish, Christopher C. Heliyon, Vol. 7, Issue 9 https://doi.org/10.1016/j.heliyon.2021.e07918	journal	September 2021
Microbial production of polyhydroxyalkanoates (PHAs) and its copolymers: A review of recent advancements Anjum, Anbreen; Zuber, Mohammad; Zia, Khalid Mahmood International Journal of Biological Macromolecules, Vol. 89 https://doi.org/10.1016/j.ijbiomac.2016.04.069	journal	August 2016
A comprehensive review on chemical properties and applications of biopolymers and their composites George, Ashish; Sanjay, M. R.; Srisuk, Rapeeporn International Journal of Biological Macromolecules, Vol. 154 https://doi.org/10.1016/j.ijbiomac.2020.03.120	journal	July 2020
Fabrication of lignin/poly(3-hydroxybutyrate) nanocomposites with enhanced properties via a Pickering emulsion approach Lugoloobi, Ishaq; Li, Xiang; Zhang, Yunchong International Journal of Biological Macromolecules, Vol. 165 https://doi.org/10.1016/j.ijbiomac.2020.10.156	journal	December 2020
Polyhydroxybutyrate blends: A solution for biodegradable packaging? Popa, Marius Stelian; Frone, Adriana Nicoleta; Panaitescu, Denis Mihaela International Journal of Biological Macromolecules, Vol. 207 https://doi.org/10.1016/j.ijbiomac.2022.02.185	journal	May 2022
Recent advances and future prospects of cellulose, starch, chitosan, polylactic acid and polyhydroxyalkanoates for sustainable food packaging applications Kumari, Satti Venu Gopala; Pakshirajan, Kannan; Pugazhenthi, G. International Journal of Biological Macromolecules, Vol. 221 https://doi.org/10.1016/j.ijbiomac.2022.08.203	journal	November 2022
Gaining control of bacterial cellulose colonization by polyhydroxyalkanoate-producing microorganisms to develop bioplasticized ultrathin films Campano, Cristina; Rivero-Buceta, Virginia; Fabra, María José International Journal of Biological Macromolecules, Vol. 223 https://doi.org/10.1016/j.ijbiomac.2022.11.120	journal	December 2022
Production of polyhydroxybutyrate (PHB) by Alcaligenes latus using sugarbeet juice Wang, Bingqing; Sharma-Shivappa, Ratna R.; Olson, Jonathan W. Industrial Crops and Products, Vol. 43 https://doi.org/10.1016/j.indcrop.2012.08.011	journal	May 2013
Esterification of industrial lignin and its effect on the resulting poly(3-hydroxybutyrate-co-3-hydroxyvalerate) or polypropylene blends Luo, Shupin; Cao, Jinzhen; McDonald, Armando G. Industrial Crops and Products, Vol. 97 https://doi.org/10.1016/j.indcrop.2016.12.024	journal	March 2017
Machine learning algorithms to optimize the properties of bio-based poly(butylene succinate-co- butylene adipate) nanocomposites with carbon nanotubes Champa-Bujaico, Elizabeth; Díez-Pascual, Ana M.; Garcia-Diaz, Pilar Industrial Crops and Products, Vol. 219 https://doi.org/10.1016/j.indcrop.2024.119018	journal	November 2024
Automated knowledge extraction from polymer literature using natural language processing Shetty, Pranav; Ramprasad, Rampi iScience, Vol. 24, Issue 1 https://doi.org/10.1016/j.isci.2020.101922	journal	January 2021
Mixed culture polyhydroxyalkanoate (PHA) production from volatile fatty acid (VFA)-rich streams: Effect of substrate composition and feeding regime on PHA productivity, composition and properties Albuquerque, M. G. E.; Martino, V.; Pollet, E. Journal of Biotechnology, Vol. 151, Issue 1 https://doi.org/10.1016/j.jbiotec.2010.10.070	journal	January 2011
Polycaprolactone as biomaterial for bone scaffolds: Review of literature Dwivedi, Ruby; Kumar, Sumit; Pandey, Rahul Journal of Oral Biology and Craniofacial Research, Vol. 10, Issue 1 https://doi.org/10.1016/j.jobcr.2019.10.003	journal	January 2020
Poly hydroxyalkanoates (PHA): Role in bone scaffolds Dwivedi, Ruby; Pandey, Rahul; Kumar, Sumit Journal of Oral Biology and Craniofacial Research, Vol. 10, Issue 1 https://doi.org/10.1016/j.jobcr.2019.10.004	journal	January 2020
Microbiological and ageing performance of polyhydroxyalkanoate-based multilayer structures of interest in food packaging Fabra, María José; Sánchez, Gloria; López-Rubio, Amparo LWT - Food Science and Technology, Vol. 59, Issue 2 https://doi.org/10.1016/j.lwt.2014.07.021	journal	December 2014
Hybrid biodegradable scaffolds of piezoelectric polyhydroxybutyrate and conductive polyaniline: Piezocharge constants and electric potential study Chernozem, Roman V.; Surmeneva, Maria A.; Surmenev, Roman A. Materials Letters, Vol. 220 https://doi.org/10.1016/j.matlet.2018.03.022	journal	June 2018
Biobased composite powders from PHA, waxes and lignocellulosic biomasses for powder-based additive manufacturing processes Mayer-Laigle, Claire; Collet, Christophe; Chen, Yi Materials Today: Proceedings https://doi.org/10.1016/j.matpr.2023.05.052	journal	May 2023
Polyhydroxyalkanoates: bioplastics with a green agenda Keshavarz, Tajalli; Roy, Ipsita Current Opinion in Microbiology, Vol. 13, Issue 3 https://doi.org/10.1016/j.mib.2010.02.006	journal	June 2010
Polyhydroxyalkanoates and their advances for biomedical applications Gregory, David A.; Taylor, Caroline S.; Fricker, Annabelle T. R. Trends in Molecular Medicine, Vol. 28, Issue 4 https://doi.org/10.1016/j.molmed.2022.01.007	journal	April 2022
Emerging bone tissue engineering via Polyhydroxyalkanoate (PHA)-based scaffolds Lim, Janice; You, Mingliang; Li, Jian Materials Science and Engineering: C, Vol. 79 https://doi.org/10.1016/j.msec.2017.05.132	journal	October 2017
Additive manufacturing of polyhydroxyalkanoates (PHAs) biopolymers: Materials, printing techniques, and applications Mehrpouya, Mehrshad; Vahabi, Henri; Barletta, Massimiliano Materials Science and Engineering: C, Vol. 127 https://doi.org/10.1016/j.msec.2021.112216	journal	August 2021
Polymer informatics: Current status and critical next steps Chen, Lihua; Pilania, Ghanshyam; Batra, Rohit Materials Science and Engineering: R: Reports, Vol. 144 https://doi.org/10.1016/j.mser.2020.100595	journal	April 2021
Revealing an important role of piezoelectric polymers in nervous-tissue regeneration: A review Shlapakova, Lada E.; Surmeneva, Maria A.; Kholkin, Andrei L. Materials Today Bio, Vol. 25 https://doi.org/10.1016/j.mtbio.2024.100950	journal	April 2024
Biodegradable dual-layer Polyhydroxyalkanoate (pha)/Polycaprolactone (pcl) mulch film for agriculture: Preparation and characterization Othman, Nor Azillah Fatimah; Selambakkannu, Sarala; Seko, Noriaki Energy Nexus, Vol. 8 https://doi.org/10.1016/j.nexus.2022.100137	journal	December 2022
Polymer informatics with multi-task learning Kuenneth, Christopher; Rajan, Arunkumar Chitteth; Tran, Huan Patterns, Vol. 2, Issue 4 https://doi.org/10.1016/j.patter.2021.100238	journal	April 2021
Hydrolytic degradation of blends of polyhydroxyalkanoates and functionalized polyhydroxyalkanoates Renard, Estelle; Walls, Michael; Guérin, Philippe Polymer Degradation and Stability, Vol. 85, Issue 2 https://doi.org/10.1016/j.polymdegradstab.2003.11.019	journal	August 2004
Improved synthesis of P(3HB-co-3HV-co-3HHx) terpolymers by mutant Cupriavidus necator using the PHA synthase gene of Chromobacterium sp. USM2 with high affinity towards 3HV Bhubalan, Kesaven; Rathi, Devi-Nair; Abe, Hideki Polymer Degradation and Stability, Vol. 95, Issue 8 https://doi.org/10.1016/j.polymdegradstab.2009.12.018	journal	August 2010
Biosynthesis and characterization of poly(3-hydroxybutyrate-co-2-hydroxyalkanoate) with different comonomer fractions Mierzati, Maierwufu; Mizuno, Shoji; Tsuge, Takeharu Polymer Degradation and Stability, Vol. 178 https://doi.org/10.1016/j.polymdegradstab.2020.109193	journal	August 2020
Thermal pre-processing before extraction of polyhydroxyalkanoates for molecular weight quality control Werker, Alan; Pei, Ruizhe; Kim, Kevin Polymer Degradation and Stability, Vol. 209 https://doi.org/10.1016/j.polymdegradstab.2023.110277	journal	March 2023
Structure investigation of narrow banded spherulites in polyhydroxyalkanoates by microbeam X-ray diffraction with synchrotron radiation Tanaka, Toshihisa; Fujita, Masahiro; Takeuchi, Akihisa Polymer, Vol. 46, Issue 15 https://doi.org/10.1016/j.polymer.2005.03.064	journal	July 2005
Biocomposites based on renewable resource: Acetylated and non acetylated cellulose cardboard coated with polyhydroxybutyrate Cyras, Viviana P.; Soledad, Commisso Ma.; Analía, Vázquez Polymer, Vol. 50, Issue 26 https://doi.org/10.1016/j.polymer.2009.10.065	journal	December 2009
Computational strategies for polymer dielectrics design Wang, C. C.; Pilania, G.; Boggs, S. A. Polymer, Vol. 55, Issue 4 https://doi.org/10.1016/j.polymer.2013.12.069	journal	February 2014
Investigation of the 3-hydroxyvalerate content and degree of crystallinity of P3HB-co-3HV cast films using Raman spectroscopy Jost, Verena; Schwarz, Matthias; Langowski, Horst-Christian Polymer, Vol. 133 https://doi.org/10.1016/j.polymer.2017.11.026	journal	December 2017
Thermal Stability of PCL/PLA Blends Produced by Physical Blending Process Patrício, Tatiana; Bártolo, Paulo Procedia Engineering, Vol. 59 https://doi.org/10.1016/j.proeng.2013.05.124	journal	January 2013
Elastomeric biomaterials for tissue engineering Chen, Qizhi; Liang, Shuling; Thouas, George A. Progress in Polymer Science, Vol. 38, Issue 3-4 https://doi.org/10.1016/j.progpolymsci.2012.05.003	journal	March 2013
Challenges and strategies for effective plastic waste management during and post COVID-19 pandemic Vanapalli, Kumar Raja; Sharma, Hari Bhakta; Ranjan, Ved Prakash Science of The Total Environment, Vol. 750 https://doi.org/10.1016/j.scitotenv.2020.141514	journal	January 2021
Engineering bacteria for enhanced polyhydroxyalkanoates (PHA) biosynthesis Chen, Guo-Qiang; Jiang, Xiao-Ran Synthetic and Systems Biotechnology, Vol. 2, Issue 3 https://doi.org/10.1016/j.synbio.2017.09.001	journal	September 2017
Synthetic Biology and Genome-Editing Tools for Improving PHA Metabolic Engineering Zhang, Xu; Lin, Yina; Wu, Qiong Trends in Biotechnology, Vol. 38, Issue 7 https://doi.org/10.1016/j.tibtech.2019.10.006	journal	July 2020
Microplastics, a food safety issue? Rainieri, Sandra; Barranco, Alejandro Trends in Food Science & Technology, Vol. 84 https://doi.org/10.1016/j.tifs.2018.12.009	journal	February 2019
Hydrothermal treatment of lignocellulose waste for the production of polyhydroxyalkanoates copolymer with potential application in food packaging Tripathi, Abhishek Dutt; Mishra, Pradeep Kumar; Darani, Kianoush Khosravi Trends in Food Science & Technology, Vol. 123 https://doi.org/10.1016/j.tifs.2022.03.018	journal	May 2022
Production and characterization of poly(3-hydroxypropionate-co-4-hydroxybutyrate) with fully controllable structures by recombinant Escherichia coli containing an engineered pathway Meng, De-Chuan; Shi, Zhen-Yu; Wu, Lin-Ping Metabolic Engineering, Vol. 14, Issue 4 https://doi.org/10.1016/j.ymben.2012.04.003	journal	July 2012
Engineering biosynthesis of polyhydroxyalkanoates (PHA) for diversity and cost reduction Zheng, Yang; Chen, Jin-Chun; Ma, Yi-Ming Metabolic Engineering, Vol. 58 https://doi.org/10.1016/j.ymben.2019.07.004	journal	March 2020
Rapid Quantification of Polyhydroxybutyrate Polymer from Single Bacterial Cells with Mass Spectrometry Liang, Shao-Yu; Wan, Shih-Chih; Ho, Yen-Peng Analytical Chemistry, Vol. 94, Issue 34 https://doi.org/10.1021/acs.analchem.2c02807	journal	August 2022
Effect of Chain Stereoconfiguration on Poly(3-hydroxybutyrate) Crystallization Kinetics Caputo, Maria Rosaria; Tang, Xiaoyan; Westlie, Andrea H. Biomacromolecules, Vol. 23, Issue 9 https://doi.org/10.1021/acs.biomac.2c00682	journal	August 2022
Unraveling the Interplay between Abiotic Hydrolytic Degradation and Crystallization of Bacterial Polyesters Comprising Short and Medium Side-Chain-Length Polyhydroxyalkanoates Tarazona, Natalia A.; Machatschek, Rainhard; Lendlein, Andreas Biomacromolecules, Vol. 21, Issue 2 https://doi.org/10.1021/acs.biomac.9b01458	journal	December 2019
Polymers for Extreme Conditions Designed Using Syntax-Directed Variational Autoencoders Batra, Rohit; Dai, Hanjun; Huan, Tran Doan Chemistry of Materials, Vol. 32, Issue 24 https://doi.org/10.1021/acs.chemmater.0c03332	journal	December 2020
Polymer Informatics at Scale with Multitask Graph Neural Networks Gurnani, Rishi; Kuenneth, Christopher; Toland, Aubrey Chemistry of Materials, Vol. 35, Issue 4 https://doi.org/10.1021/acs.chemmater.2c02991	journal	February 2023
Knowledge Gaps in Polymer Biodegradation Research Albright, Vurtice C.; Chai, Yunzhou Environmental Science & Technology, Vol. 55, Issue 17 https://doi.org/10.1021/acs.est.1c00994	journal	August 2021
Reimagining the Materials Tetrahedron Donahue, Craig J. Journal of Chemical Education, Vol. 96, Issue 12 https://doi.org/10.1021/acs.jchemed.9b00016	journal	July 2019
Machine-Learning-Based Predictive Modeling of Glass Transition Temperatures: A Case of Polyhydroxyalkanoate Homopolymers and Copolymers Pilania, Ghanshyam; Iverson, Carl N.; Lookman, Turab Journal of Chemical Information and Modeling, Vol. 59, Issue 12 https://doi.org/10.1021/acs.jcim.9b00807	journal	November 2019
Polymer Structure Predictor (PSP): A Python Toolkit for Predicting Atomic-Level Structural Models for a Range of Polymer Geometries Sahu, Harikrishna; Shen, Kuan-Hsuan; Montoya, Joseph H. Journal of Chemical Theory and Computation, Vol. 18, Issue 4 https://doi.org/10.1021/acs.jctc.2c00022	journal	March 2022
Machine Learning for Melting Temperature Predictions and Design in Polyhydroxyalkanoate-Based Biopolymers Bejagam, Karteek K.; Lalonde, Jessica; Iverson, Carl N. The Journal of Physical Chemistry B, Vol. 126, Issue 4 https://doi.org/10.1021/acs.jpcb.1c08354	journal	January 2022
Informatics-Driven Selection of Polymers for Fuel-Cell Applications Tran, Huan; Shen, Kuan-Hsuan; Shukla, Shivank The Journal of Physical Chemistry C, Vol. 127, Issue 2 https://doi.org/10.1021/acs.jpcc.2c07666	journal	January 2023
Polymer Structure Prediction from First Principles Huan, Tran Doan; Ramprasad, Rampi The Journal of Physical Chemistry Letters, Vol. 11, Issue 15 https://doi.org/10.1021/acs.jpclett.0c01553	journal	July 2020
A Deep Learning Solvent-Selection Paradigm Powered by a Massive Solvent/Nonsolvent Database for Polymers Chandrasekaran, Anand; Kim, Chiho; Venkatram, Shruti Macromolecules, Vol. 53, Issue 12 https://doi.org/10.1021/acs.macromol.0c00251	journal	June 2020
Catalyzed Chemical Synthesis of Unnatural Aromatic Polyhydroxyalkanoate and Aromatic–Aliphatic PHAs with Record-High Glass-Transition and Decomposition Temperatures Westlie, Andrea H.; Chen, Eugene Y. -X. Macromolecules, Vol. 53, Issue 22 https://doi.org/10.1021/acs.macromol.0c02110	journal	November 2020
Composition and Configuration Dependence of Glass-Transition Temperature in Binary Copolymers and Blends of Polyhydroxyalkanoate Biopolymers Bejagam, Karteek K.; Iverson, Carl N.; Marrone, Babetta L. Macromolecules, Vol. 54, Issue 12 https://doi.org/10.1021/acs.macromol.1c00135	journal	June 2021
Copolymer Informatics with Multitask Deep Neural Networks Kuenneth, Christopher; Schertzer, William; Ramprasad, Rampi Macromolecules, Vol. 54, Issue 13 https://doi.org/10.1021/acs.macromol.1c00728	journal	June 2021
Recent Development of Polyhydroxyalkanoates (PHA)-Based Materials for Antibacterial Applications: A Review Ladhari, Safa; Vu, Nhu-Nang; Boisvert, Cédrik ACS Applied Bio Materials, Vol. 6, Issue 4 https://doi.org/10.1021/acsabm.3c00078	journal	March 2023
An Informatics Approach for Designing Conducting Polymers Sahu, Harikrishna; Li, Hongmo; Chen, Lihua ACS Applied Materials & Interfaces, Vol. 13, Issue 45 https://doi.org/10.1021/acsami.1c04017	journal	May 2021
Bioinspired Piezoelectric Periosteum to Augment Bone Regeneration via Synergistic Immunomodulation and Osteogenesis Liu, Huifan; Shi, Yihua; Zhu, Yufan ACS Applied Materials & Interfaces, Vol. 15, Issue 9 https://doi.org/10.1021/acsami.2c19767	journal	February 2023
Fully Biobased Polyhydroxyalkanoate/Tannin Films as Multifunctional Materials for Smart Food Packaging Applications Ferri, Martina; Papchenko, Kseniya; Degli Esposti, Micaela ACS Applied Materials & Interfaces, Vol. 15, Issue 23 https://doi.org/10.1021/acsami.3c04611	journal	June 2023
Reinforcement of Microbial Thermoplastics by Grafting to Polystyrene with Propargyl-Terminated Poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) Tamiya, Toshiki; Hsu, Yu-I; Asoh, Taka-Aki ACS Applied Polymer Materials, Vol. 2, Issue 9 https://doi.org/10.1021/acsapm.0c00624	journal	July 2020
100th Anniversary of Macromolecular Science Viewpoint: Redefining Sustainable Polymers Fagnani, Danielle E.; Tami, Jessica L.; Copley, Graeme ACS Macro Letters, Vol. 10, Issue 1 https://doi.org/10.1021/acsmacrolett.0c00789	journal	December 2020
A User’s Guide to Machine Learning for Polymeric Biomaterials Meyer, Travis A.; Ramirez, Cesar; Tamasi, Matthew J. ACS Polymers Au, Vol. 3, Issue 2 https://doi.org/10.1021/acspolymersau.2c00037	journal	November 2022
Chemical Recycling of Polyhydroxybutyrate (PHB) into Bio-Based Solvents and Their Use in a Circular PHB Extraction Parodi, Adriano; D’Ambrosio, Martina; Mazzocchetti, Laura ACS Sustainable Chemistry & Engineering, Vol. 9, Issue 37 https://doi.org/10.1021/acssuschemeng.1c03299	journal	September 2021
Poly(hydroxyalkanoates): Production, Applications and End-of-Life Strategies–Life Cycle Assessment Nexus Muiruri, Joseph Kinyanjui; Yeo, Jayven Chee Chuan; Zhu, Qiang ACS Sustainable Chemistry & Engineering, Vol. 10, Issue 11 https://doi.org/10.1021/acssuschemeng.1c08631	journal	March 2022
Valorization of Lignocellulose by Producing Polyhydroxyalkanoates under Circular Bioeconomy Premises: Facts and Challenges Andhalkar, Vaibhav Vilas; Ahorsu, Richard; Domínguez de María, Pablo ACS Sustainable Chemistry & Engineering, Vol. 10, Issue 50 https://doi.org/10.1021/acssuschemeng.2c04925	journal	December 2022
Multitask Neural Network for Mapping the Glass Transition and Melting Temperature Space of Homo- and Co-Polyhydroxyalkanoates Using σ_Profiles Molecular Inputs Boublia, Abir; Lemaoui, Tarek; AlYammahi, Jawaher ACS Sustainable Chemistry & Engineering, Vol. 11, Issue 1 https://doi.org/10.1021/acssuschemeng.2c05225	journal	December 2022
Degradation Rates of Plastics in the Environment Chamas, Ali; Moon, Hyunjin; Zheng, Jiajia ACS Sustainable Chemistry & Engineering, Vol. 8, Issue 9 https://doi.org/10.1021/acssuschemeng.9b06635	journal	February 2020
Effective Enhancement of Short-Chain-Length−Medium-Chain-Length Polyhydroxyalkanoate Copolymer Production by Coexpression of Genetically Engineered 3-Ketoacyl-Acyl-Carrier-Protein Synthase III (fabH) and Polyhydroxyalkanoate Synthesis Genes Nomura, Christopher T.; Tanaka, Tomoyo; Gan, Zhihua Biomacromolecules, Vol. 5, Issue 4 https://doi.org/10.1021/bm049959v	journal	May 2004
Production of Short-Chain-Length/Medium-Chain-Length Polyhydroxyalkanoate (PHA) Copolymer in the Plastid of Arabidopsis thaliana Using an Engineered 3-Ketoacyl-acyl Carrier Protein Synthase III Matsumoto, Ken’ichiro; Murata, Takaaki; Nagao, Rina Biomacromolecules, Vol. 10, Issue 4 https://doi.org/10.1021/bm8013878	journal	March 2009
Structure and Barrier Properties of Biodegradable Polyhydroxyalkanoate Films Follain, Nadège; Chappey, Corinne; Dargent, Eric The Journal of Physical Chemistry C, Vol. 118, Issue 12 https://doi.org/10.1021/jp408150k	journal	March 2014
Preparation and Mechanical Properties of Polypropylene−Clay Hybrids Kawasumi, Masaya; Hasegawa, Naoki; Kato, Makoto Macromolecules, Vol. 30, Issue 20 https://doi.org/10.1021/ma961786h	journal	October 1997
Polyhydroxyalkanoates: opening doors for a sustainable future Li, Zibiao; Yang, Jing; Loh, Xian Jun NPG Asia Materials, Vol. 8, Issue 4 https://doi.org/10.1038/am.2016.48	journal	April 2016
Fundamental factors determining the molecular weight of polyhydroxyalkanoate during biosynthesis Tsuge, Takeharu Polymer Journal, Vol. 48, Issue 11 https://doi.org/10.1038/pj.2016.78	journal	September 2016
Biodegradability of poly(3-hydroxyalkanoate) and poly(ε-caprolactone) via biological carbon cycles in marine environments Suzuki, Miwa; Tachibana, Yuya; Kasuya, Ken-ichi Polymer Journal, Vol. 53, Issue 1 https://doi.org/10.1038/s41428-020-00396-5	journal	September 2020
Thermal properties of poly(3-hydroxy-2-methylbutyrate-co-3-hydroxybutyrate) copolymers with narrow comonomer-unit compositional distributions Furutate, Sho; Abe, Hideki; Tsuge, Takeharu Polymer Journal, Vol. 53, Issue 12 https://doi.org/10.1038/s41428-021-00545-4	journal	August 2021
A comprehensive study of the structure and piezoelectric response of biodegradable polyhydroxybutyrate-based films for tissue engineering applications Chernozem, Roman V.; Pariy, Igor O.; Pryadko, Artem Polymer Journal, Vol. 54, Issue 10 https://doi.org/10.1038/s41428-022-00662-8	journal	June 2022
polyBERT: a chemical language model to enable fully machine-driven ultrafast polymer informatics Kuenneth, Christopher; Ramprasad, Rampi Nature Communications, Vol. 14, Issue 1 https://doi.org/10.1038/s41467-023-39868-6	journal	July 2023
Microbial decomposition of biodegradable plastics on the deep-sea floor Omura, Taku; Isobe, Noriyuki; Miura, Takamasa Nature Communications, Vol. 15, Issue 1 https://doi.org/10.1038/s41467-023-44368-8	journal	January 2024
Machine learning in materials informatics: recent applications and prospects Ramprasad, Rampi; Batra, Rohit; Pilania, Ghanshyam npj Computational Materials, Vol. 3, Issue 1 https://doi.org/10.1038/s41524-017-0056-5	journal	December 2017
Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design Lookman, Turab; Balachandran, Prasanna V.; Xue, Dezhen npj Computational Materials, Vol. 5, Issue 1 https://doi.org/10.1038/s41524-019-0153-8	journal	February 2019
New frontiers for the materials genome initiative de Pablo, Juan J.; Jackson, Nicholas E.; Webb, Michael A. npj Computational Materials, Vol. 5, Issue 1 https://doi.org/10.1038/s41524-019-0173-4	journal	April 2019
Machine learning for perovskite materials design and discovery Tao, Qiuling; Xu, Pengcheng; Li, Minjie npj Computational Materials, Vol. 7, Issue 1 https://doi.org/10.1038/s41524-021-00495-8	journal	January 2021
Emerging materials intelligence ecosystems propelled by machine learning Batra, Rohit; Song, Le; Ramprasad, Rampi Nature Reviews Materials https://doi.org/10.1038/s41578-020-00255-y	journal	November 2020
Bioplastics for a circular economy Rosenboom, Jan-Georg; Langer, Robert; Traverso, Giovanni Nature Reviews Materials, Vol. 7, Issue 2 https://doi.org/10.1038/s41578-021-00407-8	journal	January 2022
Design of functional and sustainable polymers assisted by artificial intelligence Tran, Huan; Gurnani, Rishi; Kim, Chiho Nature Reviews Materials https://doi.org/10.1038/s41578-024-00708-8	journal	August 2024
Critical advances and future opportunities in upcycling commodity polymers Jehanno, Coralie; Alty, Jill W.; Roosen, Martijn Nature, Vol. 603, Issue 7903 https://doi.org/10.1038/s41586-021-04350-0	journal	March 2022
In situ identification of polyhydroxyalkanoate (PHA)-accumulating microorganisms in mixed microbial cultures under feast/famine conditions Sruamsiri, Donhatai; Thayanukul, Parinda; Suwannasilp, Benjaporn Boonchayaanant Scientific Reports, Vol. 10, Issue 1 https://doi.org/10.1038/s41598-020-60727-7	journal	February 2020
Polyhydroxyalkanoates production from short and medium chain carboxylic acids by Paracoccus homiensis Szacherska, Karolina; Moraczewski, Krzysztof; Rytlewski, Piotr Scientific Reports, Vol. 12, Issue 1 https://doi.org/10.1038/s41598-022-11114-x	journal	May 2022
Tailoring the composition of biocopolyester blends for dimensionally accurate extrusion-based printing, annealing and steam sterilization Burkhardt, F.; Schmidt, V. D.; Wesemann, C. Scientific Reports, Vol. 12, Issue 1 https://doi.org/10.1038/s41598-022-24991-z	journal	November 2022
Optimum processing conditions for the maximum crystallization rate of poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) Janchai, Khunanya; Kida, Takumitsu; Yamaguchi, Masayuki Scientific Reports, Vol. 13, Issue 1 https://doi.org/10.1038/s41598-023-27595-3	journal	January 2023
Fabrication and biological properties of artificial tendon composite from medium chain length polyhydroxyalkanoate Tawonsawatruk, Tulyapruek; Panaksri, Anuchan; Hemstapat, Ruedee Scientific Reports, Vol. 13, Issue 1 https://doi.org/10.1038/s41598-023-48075-8	journal	November 2023
Production, optimization, scale up and characterization of polyhydoxyalkanoates copolymers utilizing dairy processing waste Patil, Tejaswini Dhanaji; Ghosh, Saptaneel; Agarwal, Aparna Scientific Reports, Vol. 14, Issue 1 https://doi.org/10.1038/s41598-024-52098-0	journal	January 2024
Bioplastic design using multitask deep neural networks Kuenneth, Christopher; Lalonde, Jessica; Marrone, Babetta L. Communications Materials, Vol. 3, Issue 1 https://doi.org/10.1038/s43246-022-00319-2	journal	December 2022
A polymer dataset for accelerated property prediction and design Huan, Tran Doan; Mannodi-Kanakkithodi, Arun; Kim, Chiho Scientific Data, Vol. 3, Issue 1 https://doi.org/10.1038/sdata.2016.12	journal	March 2016
The FAIR Guiding Principles for scientific data management and stewardship Wilkinson, Mark D.; Dumontier, Michel; Aalbersberg, IJsbrand Jan Scientific Data, Vol. 3, Issue 1 https://doi.org/10.1038/sdata.2016.18	journal	March 2016
Accelerating materials property predictions using machine learning Pilania, Ghanshyam; Wang, Chenchen; Jiang, Xun Scientific Reports, Vol. 3, Issue 1 https://doi.org/10.1038/srep02810	journal	September 2013
Tuning the properties of polyhydroxybutyrate films using acetic acid via solvent casting Anbukarasu, Preetam; Sauvageau, Dominic; Elias, Anastasia Scientific Reports, Vol. 5, Issue 1 https://doi.org/10.1038/srep17884	journal	December 2015
Machine Learning Strategy for Accelerated Design of Polymer Dielectrics Mannodi-Kanakkithodi, Arun; Pilania, Ghanshyam; Huan, Tran Doan Scientific Reports, Vol. 6, Issue 1 https://doi.org/10.1038/srep20952	journal	February 2016
Melt processability and thermomechanical properties of blends based on polyhydroxyalkanoates and poly(butylene adipate-co-terephthalate) Larsson, Matilda; Markbo, Olivia; Jannasch, Patric RSC Advances, Vol. 6, Issue 50 https://doi.org/10.1039/C6RA06282B	journal	January 2016
Molecular dynamics simulations for glass transition temperature predictions of polyhydroxyalkanoate biopolymers Bejagam, Karteek K.; Iverson, Carl N.; Marrone, Babetta L. Physical Chemistry Chemical Physics, Vol. 22, Issue 32 https://doi.org/10.1039/D0CP03163A	journal	January 2020
Poly(lactic acid) (PLA) and polyhydroxyalkanoates (PHAs), green alternatives to petroleum-based plastics: a review Naser, Ahmed Z.; Deiab, I.; Darras, Basil M. RSC Advances, Vol. 11, Issue 28 https://doi.org/10.1039/D1RA02390J	journal	January 2021
Biodegradable biopolymers for active packaging: demand, development and directions Westlake, Jessica R.; Tran, Martine W.; Jiang, Yunhong Sustainable Food Technology, Vol. 1, Issue 1 https://doi.org/10.1039/D2FB00004K	journal	January 2023
Hybrid synthesis of polyhydroxybutyrate bioplastics from carbon dioxide Zhang, Jie; Liu, Dingyu; Liu, Yuwan Green Chemistry, Vol. 25, Issue 8 https://doi.org/10.1039/D3GC00387F	journal	January 2023
Recent advancements in bio-based dielectric and piezoelectric polymers and their biomedical applications Yadegari, Ali; Akbarzadeh, Mahsa; Kargaran, Farshad Journal of Materials Chemistry B, Vol. 12, Issue 22 https://doi.org/10.1039/D4TB00231H	journal	January 2024
A microbial polyhydroxyalkanoates (PHA) based bio- and materials industry Chen, Guo-Qiang Chemical Society Reviews, Vol. 38, Issue 8 https://doi.org/10.1039/b812677c	journal	January 2009
Machine-learning predictions of polymer properties with Polymer Genome Doan Tran, Huan; Kim, Chiho; Chen, Lihua Journal of Applied Physics, Vol. 128, Issue 17 https://doi.org/10.1063/5.0023759	journal	November 2020
Data-assisted polymer retrosynthesis planning Chen, Lihua; Kern, Joseph; Lightstone, Jordan P. Applied Physics Reviews, Vol. 8, Issue 3 https://doi.org/10.1063/5.0052962	journal	September 2021
Polyhydroxyalkanoates biopolymers toward decarbonizing economy and sustainable future Rekhi, Pavni; Goswami, Moushmi; Ramakrishna, Seeram Critical Reviews in Biotechnology, Vol. 42, Issue 5 https://doi.org/10.1080/07388551.2021.1960265	journal	October 2021
Biodegradable Plastics Based on Cellulose Acetate Ach, Alexander Journal of Macromolecular Science, Part A, Vol. 30, Issue 9-10 https://doi.org/10.1080/10601329308021259	journal	September 1993
Medical Application of Microbial Biopolyesters Polyhydroxyalkanoates Wu, Qiong; Wang, Yang; Chen, Guo-Qiang Artificial Cells, Blood Substitutes, and Biotechnology, Vol. 37, Issue 1 https://doi.org/10.1080/10731190802664429	journal	January 2009
Polyhydroxybutyrate, Its Copolymers and Blends Sharma, Ranjana; Ray, Alok R. Journal of Macromolecular Science, Part C: Polymer Reviews, Vol. 35, Issue 2 https://doi.org/10.1080/15321799508009640	journal	May 1995
Textile Fiber Production of Biopolymers – A Review of Spinning Techniques for Polyhydroxyalkanoates in Biomedical Applications Kopf, Sabrina; Åkesson, Dan; Skrifvars, Mikael Polymer Reviews, Vol. 63, Issue 1 https://doi.org/10.1080/15583724.2022.2076693	journal	May 2022
First principles materials design for semiconductor spintronics Sato, K.; Katayama-Yoshida, H. Semiconductor Science and Technology, Vol. 17, Issue 4 https://doi.org/10.1088/0268-1242/17/4/309	journal	March 2002
Impact of dataset uncertainties on machine learning model predictions: the example of polymer glass transition temperatures Jha, Anurag; Chandrasekaran, Anand; Kim, Chiho Modelling and Simulation in Materials Science and Engineering, Vol. 27, Issue 2 https://doi.org/10.1088/1361-651X/aaf8ca	journal	January 2019
Biodegradable and compostable alternatives to conventional plastics Song, J. H.; Murphy, R. J.; Narayan, R. Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 364, Issue 1526 https://doi.org/10.1098/rstb.2008.0289	journal	July 2009
Polylactic acid: synthesis and biomedical applications Singhvi, M. S.; Zinjarde, S. S.; Gokhale, D. V. Journal of Applied Microbiology, Vol. 127, Issue 6 https://doi.org/10.1111/jam.14290	journal	June 2019
Polyester‐based biodegradable plastics: an approach towards sustainable development Satti, S. M.; Shah, A. A. Letters in Applied Microbiology, Vol. 70, Issue 6 https://doi.org/10.1111/lam.13287	journal	March 2020
Production, use, and fate of all plastics ever made Geyer, Roland; Jambeck, Jenna R.; Law, Kara Lavender Science Advances, Vol. 3, Issue 7 https://doi.org/10.1126/sciadv.1700782	journal	July 2017
Predicted growth in plastic waste exceeds efforts to mitigate plastic pollution Borrelle, Stephanie B.; Ringma, Jeremy; Law, Kara Lavender Science, Vol. 369, Issue 6510 https://doi.org/10.1126/science.aba3656	journal	September 2020
Poly(3-Hydroxypropionate): a Promising Alternative to Fossil Fuel-Based Materials Andreeßen, Björn; Taylor, Nicolas; Steinbüchel, Alexander Applied and Environmental Microbiology, Vol. 80, Issue 21 https://doi.org/10.1128/AEM.02361-14	journal	August 2014
Polyhydroxyalkanoate Granules Are Complex Subcellular Organelles (Carbonosomes) Jendrossek, D. Journal of Bacteriology, Vol. 191, Issue 10 https://doi.org/10.1128/JB.01723-08	journal	March 2009
Biodegradation of polyhydroxyalkanoates by soil microbial communities of different structures and detection of PHA degrading microorganisms Boyandin, A. N.; Prudnikova, S. V.; Filipenko, M. L. Applied Biochemistry and Microbiology, Vol. 48, Issue 1 https://doi.org/10.1134/S0003683812010024	journal	December 2011
Physical properties of bacterial poly(( R )-3-hydroxyalkanoates) Koning, Gertjan de Canadian Journal of Microbiology, Vol. 41, Issue 13 https://doi.org/10.1139/m95-201	journal	December 1995
Graft copolymers containing poly(3-hydroxyalkanoates) — A review on their synthesis, properties, and applications Nguyen, Sophie Canadian Journal of Chemistry, Vol. 86, Issue 6 https://doi.org/10.1139/v08-044	journal	June 2008
Archaeal Production of Polyhydroxyalkanoate (PHA) Co- and Terpolyesters from Biodiesel Industry-Derived By-Products Hermann-Krauss, Carmen; Koller, Martin; Muhr, Alexander Archaea, Vol. 2013 https://doi.org/10.1155/2013/129268	journal	January 2013
Influence of agro-industrial wastes over the abiotic and composting degradation of polylactic acid biocomposites Martín del Campo, Alan S.; Robledo-Ortíz, Jorge R.; Arellano, Martín Journal of Composite Materials, Vol. 56, Issue 1 https://doi.org/10.1177/00219983211047697	journal	November 2021
Enhancement of poly(3-hydroxybutyrate-co-3-hydroxyvalerate) accumulation in Arxula adeninivorans by stabilization of production Biernacki, Mateusz; Marzec, Marek; Roick, Thomas Microbial Cell Factories, Vol. 16, Issue 1 https://doi.org/10.1186/s12934-017-0751-4	journal	August 2017
Current developments on polyhydroxyalkanoates synthesis by using halophiles as a promising cell factory Mitra, Ruchira; Xu, Tong; Xiang, Hua Microbial Cell Factories, Vol. 19, Issue 1 https://doi.org/10.1186/s12934-020-01342-z	journal	April 2020
Review on the current status of polymer degradation: a microbial approach Pathak, Vinay Mohan Bioresources and Bioprocessing, Vol. 4, Issue 1 https://doi.org/10.1186/s40643-017-0145-9	journal	March 2017
Biosynthesis and Thermal Properties of PHBV Produced from Levulinic Acid by Ralstonia eutropha Wang, Yuanpeng; Chen, Ronghui; Cai, JiYuan PLoS ONE, Vol. 8, Issue 4 https://doi.org/10.1371/journal.pone.0060318	journal	April 2013
PLA/PHA-Biodegradable Blends for Pneumothermic Fabrication of Nonwovens Szuman, Krzysztofa; Krucińska, Izabella; Boguń, Maciej Autex Research Journal, Vol. 16, Issue 3 https://doi.org/10.1515/aut-2015-0047	journal	August 2016
Polymer genome–based prediction of gas permeabilities in polymers Zhu, Guanghui; Kim, Chiho; Chandrasekarn, Anand Journal of Polymer Engineering, Vol. 40, Issue 6 https://doi.org/10.1515/polyeng-2019-0329	journal	July 2020
Chemical and Biochemical Engineering Approaches in Manufacturing Polyhydroxyalkanoate (PHA) Biopolyesters of Tailored Structure with Focus on the Diversity of Building Blocks Koller, M. Chemical and Biochemical Engineering Quarterly, Vol. 32, Issue 4 https://doi.org/10.15255/CABEQ.2018.1385	journal	January 2019
The materials tetrahedron has a “digital twin” Deagen, Michael E.; Brinson, L. Catherine; Vaia, Richard A. MRS Bulletin, Vol. 47, Issue 4 https://doi.org/10.1557/s43577-021-00214-0	journal	February 2022
Poly(3-hydroxybutyrate-co-3-hydroxyhexanoate)-based scaffolds for tissue engineering Chang, H. M.; Wang, Z. H.; Luo, H. N. Brazilian Journal of Medical and Biological Research, Vol. 47, Issue 7 https://doi.org/10.1590/1414-431X20143930	journal	May 2014
Recent Advances in 3D Printing of Polyhydroxyalkanoates: A Review Kovalcik, Adriana The EuroBiotech Journal, Vol. 5, Issue 1 https://doi.org/10.2478/ebtj-2021-0008	journal	January 2021
Poly(4-Hydroxybutyrate): Current State and Perspectives Utsunomia, Camila; Ren, Qun; Zinn, Manfred Frontiers in Bioengineering and Biotechnology, Vol. 8 https://doi.org/10.3389/fbioe.2020.00257	journal	April 2020
What Has Been Trending in the Research of Polyhydroxyalkanoates? A Systematic Review Guzik, Maciej; Witko, Tomasz; Steinbüchel, Alexander Frontiers in Bioengineering and Biotechnology, Vol. 8 https://doi.org/10.3389/fbioe.2020.00959	journal	September 2020
In vivo and Post-synthesis Strategies to Enhance the Properties of PHB-Based Materials: A Review Turco, Rosa; Santagata, Gabriella; Corrado, Iolanda Frontiers in Bioengineering and Biotechnology, Vol. 8 https://doi.org/10.3389/fbioe.2020.619266	journal	January 2021
Microbial PolyHydroxyAlkanoate (PHA) Biopolymers—Intrinsically Natural Mukherjee, Anindya; Koller, Martin Bioengineering, Vol. 10, Issue 7 https://doi.org/10.3390/bioengineering10070855	journal	July 2023
Additive Manufacturing of Poly(3-hydroxybutyrate-co-3-hydroxyhexanoate)/poly(ε-caprolactone) Blend Scaffolds for Tissue Engineering Puppi, Dario; Morelli, Andrea; Chiellini, Federica Bioengineering, Vol. 4, Issue 2 https://doi.org/10.3390/bioengineering4020049	journal	May 2017
Biomedical Processing of Polyhydroxyalkanoates Puppi, Dario; Pecorini, Gianni; Chiellini, Federica Bioengineering, Vol. 6, Issue 4 https://doi.org/10.3390/bioengineering6040108	journal	November 2019
Advances in Polyhydroxyalkanoate (PHA) Production, Volume 2 Koller, Martin Bioengineering, Vol. 7, Issue 1 https://doi.org/10.3390/bioengineering7010024	journal	March 2020
A New Wave of Industrialization of PHA Biopolyesters Koller, Martin; Mukherjee, Anindya Bioengineering, Vol. 9, Issue 2 https://doi.org/10.3390/bioengineering9020074	journal	February 2022
Sugar Beet Molasses as a Potential C-Substrate for PHA Production by Cupriavidus necator Kiselev, Evgeniy G.; Demidenko, Aleksey V.; Zhila, Natalia O. Bioengineering, Vol. 9, Issue 4 https://doi.org/10.3390/bioengineering9040154	journal	April 2022
Review of the Developments of Bacterial Medium-Chain-Length Polyhydroxyalkanoates (mcl-PHAs) Reddy, V. Uttej Nandan; Ramanaiah, S. V.; Reddy, M. Venkateswar Bioengineering, Vol. 9, Issue 5 https://doi.org/10.3390/bioengineering9050225	journal	May 2022
A Review on Biological Synthesis of the Biodegradable Polymers Polyhydroxyalkanoates and the Development of Multiple Applications Dalton, Bryan; Bhagabati, Purabi; De Micco, Jessica Catalysts, Vol. 12, Issue 3 https://doi.org/10.3390/catal12030319	journal	March 2022
A Review on Established and Emerging Fermentation Schemes for Microbial Production of Polyhydroxyalkanoate (PHA) Biopolyesters Koller, Martin Fermentation, Vol. 4, Issue 2 https://doi.org/10.3390/fermentation4020030	journal	April 2018
Bioplastic Production from Microalgae: A Review Onen Cinar, Senem; Chong, Zhi Kai; Kucuker, Mehmet Ali International Journal of Environmental Research and Public Health, Vol. 17, Issue 11 https://doi.org/10.3390/ijerph17113842	journal	May 2020
Polyester-Based (Bio)degradable Polymers as Environmentally Friendly Materials for Sustainable Development Rydz, Joanna; Sikorska, Wanda; Kyulavska, Mariya International Journal of Molecular Sciences, Vol. 16, Issue 1 https://doi.org/10.3390/ijms16010564	journal	December 2014
Biodegradation Studies of Polyhydroxybutyrate and Polyhydroxybutyrate-co-Polyhydroxyvalerate Films in Soil Kim, Jihyeon; Gupta, Nevin S.; Bezek, Lindsey B. International Journal of Molecular Sciences, Vol. 24, Issue 8 https://doi.org/10.3390/ijms24087638	journal	April 2023
Additive Manufacturing of Polyhydroxyalkanoate-Based Blends Using Fused Deposition Modelling for the Development of Biomedical Devices Gregory, David Alexander; Fricker, Annabelle T. R.; Mitrev, Peter Journal of Functional Biomaterials, Vol. 14, Issue 1 https://doi.org/10.3390/jfb14010040	journal	January 2023
A Deep Neural Network for Accurate and Robust Prediction of the Glass Transition Temperature of Polyhydroxyalkanoate Homo- and Copolymers Jiang, Zhuoying; Hu, Jiajie; Marrone, Babetta L. Materials, Vol. 13, Issue 24 https://doi.org/10.3390/ma13245701	journal	December 2020
Biodegradability of Poly(hydroxyalkanoate) Materials Numata, Keiji; Abe, Hideki; Iwata, Tadahisa Materials, Vol. 2, Issue 3 https://doi.org/10.3390/ma2031104	journal	August 2009
Biodegradable and Biocompatible Polyhydroxy-alkanoates (PHA): Auspicious Microbial Macromolecules for Pharmaceutical and Therapeutic Applications Koller, Martin Molecules, Vol. 23, Issue 2 https://doi.org/10.3390/molecules23020362	journal	February 2018
Cyanobacterial Polyhydroxyalkanoates: A Sustainable Alternative in Circular Economy Gomes Gradíssimo, Diana; Pereira Xavier, Luciana; Valadares Santos, Agenor Molecules, Vol. 25, Issue 18 https://doi.org/10.3390/molecules25184331	journal	September 2020
Microbial Polyhydroxyalkanoates Granules: An Approach Targeting Biopolymer for Medical Applications and Developing Bone Scaffolds Goswami, Moushmi; Rekhi, Pavni; Debnath, Mousumi Molecules, Vol. 26, Issue 4 https://doi.org/10.3390/molecules26040860	journal	February 2021
Novel Production Methods of Polyhydroxyalkanoates and Their Innovative Uses in Biomedicine and Industry Fernandez-Bunster, Guillermo; Pavez, Pamela Molecules, Vol. 27, Issue 23 https://doi.org/10.3390/molecules27238351	journal	November 2022
Deterioration in the Physico-Mechanical and Thermal Properties of Biopolymers Due to Reprocessing Shojaeiarani, Jamileh; Bajwa, Dilpreet S.; Rehovsky, Chad Polymers, Vol. 11, Issue 1 https://doi.org/10.3390/polym11010058	journal	January 2019
Bacteriostatic Effect of Piezoelectric Poly-3-Hydroxybutyrate and Polyvinylidene Fluoride Polymer Films under Ultrasound Treatment Vatlin, Ivan S.; Chernozem, Roman V.; Timin, Alexander S. Polymers, Vol. 12, Issue 1 https://doi.org/10.3390/polym12010240	journal	January 2020
Production of Sustainable and Biodegradable Polymers from Agricultural Waste Maraveas, Chrysanthos Polymers, Vol. 12, Issue 5 https://doi.org/10.3390/polym12051127	journal	May 2020
Production of Polyhydroxybutyrate (PHB) and Factors Impacting Its Chemical and Mechanical Characteristics McAdam, Blaithín; Brennan Fournet, Margaret; McDonald, Paul Polymers, Vol. 12, Issue 12 https://doi.org/10.3390/polym12122908	journal	December 2020
Review of Hybrid Materials Based on Polyhydroxyalkanoates for Tissue Engineering Applications Pryadko, Artyom; Surmeneva, Maria A.; Surmenev, Roman A. Polymers, Vol. 13, Issue 11 https://doi.org/10.3390/polym13111738	journal	May 2021
A Critical Review on the Economically Feasible and Sustainable Poly(3-Hydroxybutyrate-co-3-hydroxyvalerate) Production from Alkyl Alcohols Wong, Hau Seung Jeremy; Bhubalan, Kesaven; Amirul, Al-Ashraf Abdullah Polymers, Vol. 14, Issue 4 https://doi.org/10.3390/polym14040670	journal	February 2022
Biomedical Applications of Polyhydroxyalkanoate in Tissue Engineering Pulingam, Thiruchelvi; Appaturi, Jimmy Nelson; Parumasivam, Thaigarajan Polymers, Vol. 14, Issue 11 https://doi.org/10.3390/polym14112141	journal	May 2022
Biosynthesis of P(3HB-co-3HHx) Copolymers by a Newly Engineered Strain of Cupriavidus necator PHB−4/pBBR_CnPro-phaCRp for Skin Tissue Engineering Application Trakunjae, Chanaporn; Sudesh, Kumar; Neoh, Soon Zher Polymers, Vol. 14, Issue 19 https://doi.org/10.3390/polym14194074	journal	September 2022
Mechanical and Structural Properties of Polyhydroxybutyrate as Additive in Blend Material in Additive Manufacturing for Medical Applications Zainuddin, Muhammad Zulhilmi; Abu Bakar, Ahmad Adnan; Adam, Ahmad Nurhelmy Polymers, Vol. 15, Issue 8 https://doi.org/10.3390/polym15081849	journal	April 2023
Exploiting Polyhydroxyalkanoates for Biomedical Applications Kalia, Vipin Chandra; Patel, Sanjay K. S.; Lee, Jung-Kul Polymers, Vol. 15, Issue 8 https://doi.org/10.3390/polym15081937	journal	April 2023
Recent Biotechnological Applications of Polyhydroxyalkanoates (PHA) in the Biomedical Sector—A Review Diniz, Matheus Silva da Fonseca; Mourão, Murilo Moraes; Xavier, Luciana Pereira Polymers, Vol. 15, Issue 22 https://doi.org/10.3390/polym15224405	journal	November 2023
Barriers and Enablers to Buying Biodegradable and Compostable Plastic Packaging Allison, Ayşe Lisa; Lorencatto, Fabiana; Michie, Susan Sustainability, Vol. 13, Issue 3 https://doi.org/10.3390/su13031463	journal	January 2021
Optimization of Green Extraction and Purification of PHA Produced by Mixed Microbial Cultures from Sludge de Souza Reis, Guilherme A.; Michels, Michiel H. A.; Fajardo, Gabriela L. Water, Vol. 12, Issue 4 https://doi.org/10.3390/w12041185	journal	April 2020

Similar Records

Predicting the Mechanical Response of Polyhydroxyalkanoate Biopolymers Using Molecular Dynamics Simulations

Journal Article · 2022 · Polymers · OSTI ID:1840791

Bejagam, Karteek K.; Gupta, Nevin S.; Lee, Kwan-Soo; +3 more

Composition and Configuration Dependence of Glass-Transition Temperature in Binary Copolymers and Blends of Polyhydroxyalkanoate Biopolymers

Journal Article · 2021 · Macromolecules · OSTI ID:1822794

Bejagam, Karteek Kumar; Iverson, Carl Nicholas; Marrone, Babetta Louise; +1 more

Production and degradation of polyhydroxyalkanoates in waste environment

Journal Article · 1999 · Waste Management · OSTI ID:343549

Lee, S Y; Choi, J

Title: Materials designed to degrade: structure, properties, processing, and performance relationships in polyhydroxyalkanoate biopolymers

Citation Formats

References (237)

Similar Records

Related Subjects