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Madivoli ES, Kisato J, Kimani PK, Kamau K. Evaluation of the Food Barrier and Mechanical Properties of Carrageenan-Starch Composite Films. Food Sci Nutr 2025; 13:e4664. [PMID: 39803257 PMCID: PMC11717021 DOI: 10.1002/fsn3.4664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 10/26/2024] [Accepted: 11/27/2024] [Indexed: 01/16/2025] Open
Abstract
Single use plastics are a leading source of microplastics that have been detected along the food chain. This study evaluated the potential of starch (ST) and carrageenan (CRG) in packaging film formulation. CRG isolated from the seaweed (SW) Eucheuma denticulatam was blended with starch and cast to obtain films whose moisture content (MC), total soluble matter (TSM), degree of solubility (DS), water vapor permeability (WVP), opacity (O), contact angles (CA), moisture absorption (MA), and percent elongation (PE) were evaluated. The films' morphology, crystallinity, opacity, thermal profile, and functional groups were then studied by scanning electron microscopy, powder diffraction, UV-Vis, thermal gravimetry, and infrared spectroscopy. From the results obtained, the SWF films exhibited a higher MC, DS, and TSM than CRG and CRG-ST films but lower DC values. The PE of CRG films was lower than that of SWF (30%) though incorporation of ST increased the PE of CRG-ST. However, SWF films had WVP of 2.25 × 10-7 gs-1m-1Pa-1, compared to 3.65 × 10-7 gs-1m-1Pa-1 of CRG, 2.73 × 10-7 gs-1m-1Pa-1 of CRG-ST and a moisture absorption of 29.29 ± 3.5 as compared to 17.29 ± 0.87 of CRG and 23.80% ± 4.12% of CRG-ST. The opacities were found to be 41.02, 79.89, and 42.23 for SWF, CRG, CRG-ST while the contact angles were found to be 72.86, 80.93, 65.57 for SWF, CRG, and CRG-ST, respectively. Moreover, the films were impermeable to vegetable oil, had carbohydrate functional groups, good thermal stabilities, and trace micronutrients. In conclusion, this study formulated packaging films with enhanced food barrier and mechanical properties that can potentially replace single use packaging films.
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Affiliation(s)
- E. S. Madivoli
- Department of ChemistryJomo Kenyatta University of Agriculture and TechnologyNairobiKenya
- Department of Physics and BiophysicsUniversity of Warmia and Mazury in OlsztynOlsztynPoland
| | - J. Kisato
- Department of Fashion and DesignKenyatta UniversityNairobiKenya
| | - P. K. Kimani
- Department of Engineering Science, Graduate School of EngineeringGifu UniversityGifuJapan
| | - K Kamau
- Department of ChemistryJomo Kenyatta University of Agriculture and TechnologyNairobiKenya
- Department of Physics and BiophysicsUniversity of Warmia and Mazury in OlsztynOlsztynPoland
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Poosarla VG, Bisoi S, Siripurapu A, Rathod BG, Ramadoss A, Kilaparthi S, Shivshetty N, Rajagopalan G. Extension of shelf life of tomato (Solanum lycopersicum L.) by using a coating of polyhydroxybutyrate-carboxymethyl cellulose-pectin-thymol conjugate. J Food Sci 2024; 89:6232-6252. [PMID: 39175180 DOI: 10.1111/1750-3841.17312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/27/2024] [Accepted: 07/30/2024] [Indexed: 08/24/2024]
Abstract
This study targets explicitly finding an alternative to petroleum-based plastic films that burden the environment, which is a high priority. Hence, polymeric films were prepared with carboxymethyl cellulose (CMC) (4%), pectin (2%), and polyhydroxybutyrate (PHB) (0.5%) with different concentrations of thymol (0.3%, 0.9%, 1.8%, 3%, and 5%) and glycerol as a plasticizer by solution casting technique. The prepared films were tested for mechanical, optical, antimicrobial, and antioxidant properties. Film F5 (CMC + P + PHB + 0.9%thymol) showed an excellent tensile strength of 15 MPa, Young's modulus of 395 MPa, antioxidant activity (AA) (92%), rapid soil biodegradation (21 days), and strong antimicrobial activity against bacterial and fungal cultures such as Klebsiella pneumoniae, Staphylococcus aureus, Escherichia coli, Aspergillus niger, and Aspergillus flavus. The thymol content increase in films F6 (1.8%), F7 (3%), and F8 (5%) displayed a decrease in mechanical properties due to thymol's hydrophobicity. For shelf life studies on tomatoes, F2, a film without thymol (poor antimicrobial and antioxidant activities), F5 (film with superior mechanical, optical, antimicrobial, and antioxidant properties), and F7 (film with low mechanical properties) were selected. Film F5 coatings on tomato fruit enhanced the shelf life of up to 15 days by preventing weight loss, preserving firmness, and delaying changes in biochemical constituents like lycopene, phenols, and AA. Based on the mechanical, optical, antimicrobial, antioxidant, and shelf life results, the film F5 is suitable for active food packaging and preservation. PRACTICAL APPLICATION: The developed active biodegradable composite can be utilized as a coating to extend the shelf life of fruits and vegetables. These coatings are easy to produce and apply, offering a sustainable solution to reduce food waste. On an industrial scale, they can be applied to food products, ensuring longer freshness without any technical challenges.
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Affiliation(s)
- Venkata Giridhar Poosarla
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Suchitra Bisoi
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Aruna Siripurapu
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Baliram Gurunath Rathod
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Aparna Ramadoss
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Suresh Kilaparthi
- Department of Mechanical Engineering, GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Nagaveni Shivshetty
- Department of Life Sciences, GITAM School of Science, GITAM (Deemed to be University), Visakhapatnam, Andhra Pradesh, India
| | - Gobinath Rajagopalan
- Industrial Biotechnology Laboratory, Faculty of Life Sciences and Biotechnology, South Asian University, New Delhi, Delhi, India
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Guo Z, Feng X, He G, Yang H, Zhong T, Xiao Y, Yu X. Using bioactive compounds to mitigate the formation of typical chemical contaminants generated during the thermal processing of different food matrices. Compr Rev Food Sci Food Saf 2024; 23:e13409. [PMID: 39137003 DOI: 10.1111/1541-4337.13409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 06/13/2024] [Accepted: 06/27/2024] [Indexed: 01/04/2025]
Abstract
With rising consumer awareness of health and wellness, the demand for enhanced food safety is rapidly increasing. The generation of chemical contaminants during the thermal processing of food materials, including polycyclic aromatic hydrocarbons, heterocyclic aromatic amines, and acrylamide happens every day in every kitchen all around the world. Unlike extraneous chemical contaminants (e.g., pesticides, herbicides, and chemical fertilizers), these endogenic chemical contaminants occur during the cooking process and cannot be removed before consumption. Therefore, much effort has been invested in searching for ways to reduce such thermally induced chemical contaminants. Recently, the addition of bioactive compounds has been found to be effective and promising. However, no systematic review of this practical science has been made yet. This review aims to summarize the latest applications of bioactive compounds for the control of chemical contaminants during food thermal processing. The underlying generation mechanisms and the toxic effects of these chemical contaminants are discussed in depth to reveal how and why they are suppressed by the addition of certain bioactive ingredients. Examples of specific bioactive compounds, such as phenolic compounds and organic acids, as well as their application scenarios, are outlined. In the end, outlooks and expectations for future development are provided based on a comprehensive summary and reflection of references.
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Affiliation(s)
- Zilong Guo
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, China
| | - Xiao Feng
- College of Food Science and Engineering/Collaborative Innovation Center for Modern Grain Circulation and Safety/Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing, China
| | - Guangyun He
- Institute of Quality Standard and Testing Technology for Agro-Products, Sichuan Academy of Agricultural Sciences, Chengdu, China
| | - Huanqi Yang
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, China
| | - Tian Zhong
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, China
| | - Ying Xiao
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, China
| | - Xi Yu
- Faculty of Medicine, Macau University of Science and Technology, Taipa, Macao, China
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Khamsaw P, Sommano SR, Wongkaew M, Willats WGT, Bakshani CR, Sirilun S, Sunanta P. Banana Peel ( Musa ABB cv. Nam Wa Mali-Ong) as a Source of Value-Adding Components and the Functional Properties of Its Bioactive Ingredients. PLANTS (BASEL, SWITZERLAND) 2024; 13:593. [PMID: 38475439 DOI: 10.3390/plants13050593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024]
Abstract
Banana peel (BP) is the primary by-product generated during banana processing which causes numerous environmental issues. This study examines the physical attributes, proximate analysis, glycoarray profiling, antioxidant abilities, and prebiotic activity of BP. The analysis demonstrated that carbohydrates constituted the primary components of BP and the glycoarray profiling indicated that BP contains multiple pectin and hemicellulose structures. BP also contained phenolic compounds, including (+)-catechin and gallic acid, flavonoid compounds, and antioxidant activities. BP demonstrated prebiotic effects by promoting the proliferation of advantageous gut bacteria while inhibiting the growth of harmful bacteria. The prebiotic index scores demonstrated that BP exhibited a greater capacity to promote the growth of beneficial bacteria in comparison to regular sugar. The study demonstrated the potential of the BP as a valuable source of dietary fibre, bioactive compounds, and prebiotics. These components have beneficial characteristics and can be utilised in the production of food, feed additives, and functional food.
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Affiliation(s)
- Pattarapol Khamsaw
- Plant Bioactive Compound Laboratory, Faculty of Agriculture, Chiang Mai University, Chiang Mai 50200, Thailand
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Sarana Rose Sommano
- Plant Bioactive Compound Laboratory, Faculty of Agriculture, Chiang Mai University, Chiang Mai 50200, Thailand
- Department of Plant and Soil Sciences, Faculty of Agriculture, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Malaiporn Wongkaew
- Plant Bioactive Compound Laboratory, Faculty of Agriculture, Chiang Mai University, Chiang Mai 50200, Thailand
- Program in Food Production and Innovation, College of Integrated Science and Technology, Rajamangala University of Technology Lanna, Chiang Mai 50220, Thailand
| | - William G T Willats
- Department of Biology, School of Natural and Environmental Sciences, Newcastle University, Tyne NE1 7RU, UK
| | - Cassie R Bakshani
- Department of Biology, School of Natural and Environmental Sciences, Newcastle University, Tyne NE1 7RU, UK
- Institute of Microbiology and Infection, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2SQ, UK
| | - Sasithorn Sirilun
- Department of Pharmaceutical Sciences, Faculty of Pharmacy, Chiang Mai University, Chiang Mai 50200, Thailand
- Innovation Center for Holistic Health, Nutraceuticals and Cosmeceuticals, Faculty of Pharmacy, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Piyachat Sunanta
- Plant Bioactive Compound Laboratory, Faculty of Agriculture, Chiang Mai University, Chiang Mai 50200, Thailand
- Research Unit for Innovation in Responsible Food Production for Consumption of the Future (RIFF), Multidisciplinary Research Institute, Chiang Mai University, Chiang Mai 50200, Thailand
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5
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Marta H, Cahyana Y, Djali M, Pramafisi G. The Properties, Modification, and Application of Banana Starch. Polymers (Basel) 2022; 14:3092. [PMID: 35956607 PMCID: PMC9370678 DOI: 10.3390/polym14153092] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 07/26/2022] [Accepted: 07/27/2022] [Indexed: 12/04/2022] Open
Abstract
Banana is a tropical fruit crop that is consumed at large, not only because of the quantity produced but also because it serves the calorific needs of millions of people. Banana is a potential source of high starch content (more than 60%). The application of starch for various purposes is dependent upon its structural, physicochemical, and functional properties. A native starch does not possess all required properties for specific use in the food product. To improve its application, starch can be modified physically, chemically, and enzymatically. Each of these modification methods provides different characteristics to the modified starch. This review aims to examine the chemical composition, granule morphology, crystallinity, pasting, thermal properties, and digestibility of banana starch, and discusses the various modifications and potential applications of banana starch in the food industry.
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Affiliation(s)
- Herlina Marta
- Department of Food Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia; (Y.C.); (M.D.)
- Research Collaboration Center for Biomass and Biorefinery between BRIN and Universitas Padjadjaran, Bandung 45363, Indonesia
| | - Yana Cahyana
- Department of Food Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia; (Y.C.); (M.D.)
| | - Mohamad Djali
- Department of Food Technology, Faculty of Agro-Industrial Technology, Universitas Padjadjaran, Bandung 45363, Indonesia; (Y.C.); (M.D.)
| | - Giffary Pramafisi
- Department of Agroindustry Technology, Lampung State Polytechnic, Bandar Lampung 35141, Indonesia;
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Xie Q, Liu G, Zhang Y, Yu J, Wang Y, Ma X. Active edible films with plant extracts: a updated review of their types, preparations, reinforcing properties, and applications in muscle foods packaging and preservation. Crit Rev Food Sci Nutr 2022; 63:11425-11447. [PMID: 35757888 DOI: 10.1080/10408398.2022.2092058] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Currently, edible films have been increasingly explored to solve muscle food spoilage during storage, especially through the incorporation of plant extracts to develop edible packaging materials. Natural polymers matrices with plant extracts are befitting for fabricating edible films by casting methods. In the films system, the structure and physicochemical properties were strengthened via chemical interactions between active molecules in plant extracts and the reactive groups in the polymer chain. The antibacterial and antioxidant properties were dramatically reinforced through both physical and chemical actions of the plant extracts. Additionally, edible films imbedded with color-rich plant extracts could be considered as potential sensitive indicators to monitor the spoilage degree of muscle foods in response to change in gas or temperature. Furthermore, these films could increase sensory acceptability, improve quality and prolong the shelf life of muscle foods. In this article, the types, preparation methods and reinforcing properties of the edible films with plant extracts were discussed. Also, the applications of these films were summarized on quality maintenance and shelf-life extension and intelligent monitoring in muscle foods. Finally, a novel technology for film preparation achieving high-stability and sustained release of active compounds will become an underlying trend for application in muscle food packaging.
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Affiliation(s)
- Qiwen Xie
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
| | - Guishan Liu
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
| | - Yuanlv Zhang
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
| | - Jia Yu
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
| | - Yanyao Wang
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
| | - Xiaoju Ma
- School of Food and Wine, Ningxia University, Yinchuan, Ningxia, China
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Starch as a Matrix for Incorporation and Release of Bioactive Compounds: Fundamentals and Applications. Polymers (Basel) 2022; 14:polym14122361. [PMID: 35745937 PMCID: PMC9228233 DOI: 10.3390/polym14122361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 02/07/2023] Open
Abstract
Due to its abundance in nature and low cost, starch is one of the most relevant raw materials for replacing synthetic polymers in a number of applications. It is generally regarded as non-toxic, biocompatible, and biodegradable and, therefore, a safe option for biomedical, food, and packaging applications. In this review, we focused on studies that report the use of starch as a matrix for stabilization, incorporation, or release of bioactive compounds, and explore a wide range of applications of starch-based materials. One of the key application areas for bioactive compounds incorporated in starch matrices is the pharmaceutical industry, especially in orally disintegrating films. The packaging industry has also shown great interest in using starch films, especially those with antioxidant activity. Regarding food technology, starch can be used as a stabilizer in nanoemulsions, thus allowing the incorporation of bioactive compounds in a variety of food types. Starch also presents potential in the cosmetic industry as a delivery system. However, there are still several types of industry that could benefit from the incorporation of starch matrices with bioactive compounds, which are described in this review. In addition, the use of microbial bioactive compounds in starch matrices represents an almost unexplored field still to be investigated.
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8
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Agyemang B, Grabulos J, Hubert O, Bourlieu C, Nigen M, Lebrun M, Coffigniez F, Guillard V, Brat P. Properties of beeswax antifungal coatings obtained by high‐pressure homogenisation and their application for preserving bananas during storage. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Bridget Agyemang
- CIRAD ‐ UMR‐ Qualisud, Dpt Persyst Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD Université de La Réunion Montpellier France
| | - Joel Grabulos
- CIRAD ‐ UMR‐ Qualisud, Dpt Persyst Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD Université de La Réunion Montpellier France
| | - Olivier Hubert
- CIRAD ‐ UMR‐ Qualisud, Dpt Persyst Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD Université de La Réunion Montpellier France
| | - Claire Bourlieu
- Département Génie Biologique Alimentaire ‐ Équipe I2M Polytech Montpellier, UMR IATE Montpellier France
| | - Michael Nigen
- Département Génie Biologique Alimentaire ‐ Équipe I2M Polytech Montpellier, UMR IATE Montpellier France
- IATE, Univ Montpellier, INRAE, Institut Agro Montpellier France
| | - Marc Lebrun
- CIRAD ‐ UMR‐ Qualisud, Dpt Persyst Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD Université de La Réunion Montpellier France
| | - Fanny Coffigniez
- Département Génie Biologique Alimentaire ‐ Équipe I2M Polytech Montpellier, UMR IATE Montpellier France
| | - Valérie Guillard
- Département Génie Biologique Alimentaire ‐ Équipe I2M Polytech Montpellier, UMR IATE Montpellier France
| | - Pierre Brat
- CIRAD ‐ UMR‐ Qualisud, Dpt Persyst Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD Université de La Réunion Montpellier France
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Song W, Ji C, Chen Z, Cai H, Wu X, Shi C, Wang S. Comparative Analysis the Complete Chloroplast Genomes of Nine Musa Species: Genomic Features, Comparative Analysis, and Phylogenetic Implications. FRONTIERS IN PLANT SCIENCE 2022; 13:832884. [PMID: 35222490 PMCID: PMC8866658 DOI: 10.3389/fpls.2022.832884] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 01/07/2022] [Indexed: 06/12/2023]
Abstract
Musa (family Musaceae) is monocotyledonous plants in order Zingiberales, which grows in tropical and subtropical regions. It is one of the most important tropical fruit trees in the world. Herein, we used next-generation sequencing technology to assemble and perform in-depth analysis of the chloroplast genome of nine new Musa plants for the first time, including genome structure, GC content, repeat structure, codon usage, nucleotide diversity and etc. The entire length of the Musa chloroplast genome ranged from 167,975 to 172,653 bp, including 113 distinct genes comprising 79 protein-coding genes, 30 transfer RNA (tRNA) genes and four ribosomal RNA (rRNA) genes. In comparative analysis, we found that the contraction and expansion of the inverted repeat (IR) regions resulted in the doubling of the rps19 gene. The several non-coding sites (psbI-atpA, atpH-atpI, rpoB-petN, psbM-psbD, ndhf-rpl32, and ndhG-ndhI) and three genes (ycf1, ycf2, and accD) showed significant variation, indicating that they have the potential of molecular markers. Phylogenetic analysis based on the complete chloroplast genome and coding sequences of 77 protein-coding genes confirmed that Musa can be mainly divided into two groups. These genomic sequences provide molecular foundation for the development and utilization of Musa plants resources. This result may contribute to the understanding of the evolution pattern, phylogenetic relationships as well as classification of Musa plants.
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Affiliation(s)
- Weicai Song
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Chuxuan Ji
- Department of Life Sciences, Imperial College London, Silwood Park, London, United Kingdom
| | - Zimeng Chen
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Haohong Cai
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Xiaomeng Wu
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Chao Shi
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
- Plant Germplasm and Genomics Center, Germplasm Bank of Wild Species in Southwest China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
| | - Shuo Wang
- College of Marine Science and Biological Engineering, Qingdao University of Science and Technology, Qingdao, China
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