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Kang NS, An SM, Jo CR, Ki H, Kim SY, Jeong HG, Choi G, Hong JW, Cho K. Taxonomic, Physiological, and Biochemical Characterization of Asterarcys quadricellularis AQYS21 as a Promising Sustainable Feedstock for Biofuels and ω-3 Fatty Acids. PLANTS (BASEL, SWITZERLAND) 2024; 13:3008. [PMID: 39519930 PMCID: PMC11548009 DOI: 10.3390/plants13213008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 10/25/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024]
Abstract
Asterarcys quadricellularis strain AQYS21, a green microalga isolated from the brackish waters near Manseong-ri Black Sand Beach in Korea, shows considerable potential as a source of bioactive compounds and biofuels. Therefore, this study analyzed the morphological, molecular, and biochemical characteristics of this strain; optimized its cultivation conditions; and evaluated its suitability for biodiesel production. Morphological analysis revealed characteristics typical of the Asterarcys genus: spherical to ellipsoidal cells with pyrenoid starch plates and mucilage-embedded coenobia. Additionally, features not previously reported in other A. quadricellularis strains were observed. These included young cells with meridional ribs and an asymmetric spindle-shaped form with one or two pointed ends. Molecular analysis using small-subunit rDNA and tufA sequences confirmed the identification of the strain AQYS21. This strain showed robust growth across a wide temperature range, with optimal conditions at 24 °C and 88 µmol m-2s-1 photon flux density. It was particularly rich in ω-3 α-linolenic acid and palmitic acid. Furthermore, its biodiesel properties indicated its suitability for biodiesel formulations. The biomass of this microalga may serve as a viable feedstock for biodiesel production and a valuable source of ω-3 fatty acids. These findings reveal new morphological characteristics of A. quadricellularis, enhancing our understanding of the species.
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Affiliation(s)
- Nam Seon Kang
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Sung Min An
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Chang Rak Jo
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Hyunji Ki
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Sun Young Kim
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Hyeon Gyeong Jeong
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Grace Choi
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
| | - Ji Won Hong
- Department of Hydrogen and Renewable Energy, Kyungpook National University, Daegu 41566, Republic of Korea;
- Advanced Bio-Resource Research Center, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Kichul Cho
- National Marine Biodiversity Institute of Korea, Seocheon 33662, Republic of Korea; (N.S.K.); (S.M.A.); (C.R.J.); (H.K.); (S.Y.K.); (H.G.J.); (G.C.)
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Krivina E, Sinetova M, Zadneprovskaya E, Ivanova M, Starikov A, Shibzukhova K, Lobakova E, Bukin Y, Portnov A, Temraleeva A. The genus Coelastrella (Chlorophyceae, Chlorophyta): molecular species delimitation, biotechnological potential, and description of a new species Coelastrella affinis sp. nov., based on an integrative taxonomic approach. Antonie Van Leeuwenhoek 2024; 117:113. [PMID: 39158755 DOI: 10.1007/s10482-024-02008-1] [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: 05/26/2024] [Accepted: 08/02/2024] [Indexed: 08/20/2024]
Abstract
Despite the long research history on the genus Coelastrella, its species diversity and biotechnological potential have not been fully explored. For the first time, cluster analysis of morphological characteristics was done in the representatives of the said genus. The results obtained have shown that morphological similarity does not necessarily indicate a molecular genetic relationship. It the light of it, the taxonomic status of species can reliably be determined using specific DNA region, such as 18S-ITS1-5.8S-ITS2. The V4 and V9 regions of gene 18S rRNA are relatively conservative fragments which are not suitable for species identification. The ITS2 can be used as a "short barcode". Among the advanced machine methods for delimitation species, the most effective algorithm for distinguishing Coelastrella species was the Generalized Mixed Yule Coalescent (GMYC) method. This paper represented for the first time our comprehensive review of the works devoted to the analysis of the biotechnological potential of representatives of the genus Coelastrella and shows that fatty acid composition of the three main chemogroups within the studied genus differs. In the future, this may form the basis for predicting the composition of the fatty acid profile of new strains, which is important while searching for organisms with specified biotechnological properties. In conclusion, an integrative approach was employed to describe Coelastrella affinis sp. nov., a new species of the genus Coelastrella with high biotechnological potential. Also, a new description of C. thermophila var. astaxanthina comb. nov. was proposed.
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Affiliation(s)
- E Krivina
- G.K. Skryabin Institute of Biochemistry and Physiology of Microorganisms Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences, Pushchino, Russia, 142290.
| | - M Sinetova
- K.A. Timiryazev Institute of Plant Physiology Russian Academy of Sciences, Moscow, Russia, 127276
| | - E Zadneprovskaya
- K.A. Timiryazev Institute of Plant Physiology Russian Academy of Sciences, Moscow, Russia, 127276
| | - M Ivanova
- Papanin Institute for Biology of Inland Waters Russian Academy of Sciences, Borok, Russia, 152742
| | - A Starikov
- K.A. Timiryazev Institute of Plant Physiology Russian Academy of Sciences, Moscow, Russia, 127276
| | - K Shibzukhova
- Lomonosov Moscow State University, Leninskie Gory 1-12, Moscow, Russia, 119234
| | - E Lobakova
- Lomonosov Moscow State University, Leninskie Gory 1-12, Moscow, Russia, 119234
| | - Yu Bukin
- Limnological Institute of the Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia, 664003
| | - A Portnov
- Institute of Physico-Chemical and Biological Problems in Soil Science Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences, Pushchino, Russia, 142290
| | - A Temraleeva
- G.K. Skryabin Institute of Biochemistry and Physiology of Microorganisms Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences, Pushchino, Russia, 142290
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Demura M. New species and species diversity of Desmodesmus (Chlorophyceae, Chlorophyta) in Saga City, Japan. Sci Rep 2024; 14:18980. [PMID: 39152251 PMCID: PMC11329507 DOI: 10.1038/s41598-024-69941-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 08/12/2024] [Indexed: 08/19/2024] Open
Abstract
Desmodesmus spp. are one of the most dominant components of phytoplankton, which are present in most water bodies. However, identification of the species based only on morphological data is challenging. The aim of the present study was to provide a comprehensive understanding of the actual distribution of the Desmodesmus species in Saga City, Saga Prefecture, Japan. In the present study, 38 water bodies were surveyed between June 2017 and March 2023. A total of 86 culture strains were established from the samples collected from the 21 sites, and identified by molecular phylogenetic analysis, comparison of ITS2 rRNA secondary structures, and observation of surface microstructure. In total, four new species, including D. notatus Demura sp. nov., D. lamellatus Demura sp. nov., D. fragilis Demura sp. nov., and D. reticulatus Demura sp. nov. were proposed and 17 Desmodesmus species were identified as described species. The present study revealed > 20 Desmodesmus species, exhibiting high genetic diversity in a small area.
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Affiliation(s)
- Mikihide Demura
- Faculty of Agriculture, College of Natural Sciences, Institute of Education and Research, Saga University, 1 Honjo, Saga, 840-8502, Japan.
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Wu Y, Zeng MY, Wang HX, Lan S, Liu ZJ, Zhang S, Li MH, Guan Y. The Complete Chloroplast Genomes of Bulbophyllum (Orchidaceae) Species: Insight into Genome Structure Divergence and Phylogenetic Analysis. Int J Mol Sci 2024; 25:2665. [PMID: 38473912 DOI: 10.3390/ijms25052665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/15/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
Bulbophyllum is one of the largest genera and presents some of the most intricate taxonomic problems in the family Orchidaceae, including species of ornamental and medical importance. The lack of knowledge regarding the characterization of Bulbophyllum chloroplast (cp) genomes has imposed current limitations on our study. Here, we report the complete cp genomes of seven Bulbophyllum species, including B. ambrosia, B. crassipes, B. farreri, B. hamatum, B. shanicum, B. triste, and B. violaceolabellum, and compared with related taxa to provide a better understanding of their genomic information on taxonomy and phylogeny. A total of 28 Bulbophyllum cp genomes exhibit typical quadripartite structures with lengths ranging from 145,092 bp to 165,812 bp and a GC content of 36.60% to 38.04%. Each genome contained 125-132 genes, encompassing 74-86 protein-coding genes, 38 tRNA genes, and eight rRNA genes. The genome arrangements, gene contents, and length were similar, with differences observed in ndh gene composition. It is worth noting that there were exogenous fragment insertions in the IR regions of B. crassipes. A total of 18-49 long repeats and 38-80 simple sequence repeats (SSRs) were detected and the single nucleotide (A/T) was dominant in Bulbophyllum cp genomes, with an obvious A/T preference. An analysis of relative synonymous codon usage (RSCU) revealed that leucine (Leu) was the most frequently used codon, while cysteine (Cys) was the least used. Six highly variable regions (rpl32-trnLUAG > trnTUGU-trnLUAA > trnFGAA-ndhJ > rps15-ycf1 > rbcL-accD > psbI-trnSGCU) and five coding sequences (ycf1 > rps12 > matK > psbK > rps15) were identified as potential DNA markers based on nucleotide diversity. Additionally, 31,641 molecular diagnostic characters (MDCs) were identified in complete cp genomes. A phylogenetic analysis based on the complete cp genome sequences and 68 protein-coding genes strongly supported that 28 Bulbophyllum species can be divided into four branches, sects. Brachyantha, Cirrhopetalum, and Leopardinae, defined by morphology, were non-monophyly. Our results enriched the genetic resources of Bulbophyllum, providing valuable information to illustrate the complicated taxonomy, phylogeny, and evolution process of the genus.
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Affiliation(s)
- Yuwei Wu
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Meng-Yao Zeng
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Huan-Xin Wang
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Siren Lan
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Fujian Colleges and Universities Engineering Research Institute of Conservation and Utilization of Natural Bioresources, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zhong-Jian Liu
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Fujian Colleges and Universities Engineering Research Institute of Conservation and Utilization of Natural Bioresources, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Shibao Zhang
- Key Laboratory of Economic Plants and Biotechnology, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Ming-He Li
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Fujian Colleges and Universities Engineering Research Institute of Conservation and Utilization of Natural Bioresources, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yunxiao Guan
- Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization at Landscape Architecture and Arts, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- Fujian Colleges and Universities Engineering Research Institute of Conservation and Utilization of Natural Bioresources, Fujian Agriculture and Forestry University, Fuzhou 350002, China
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Wong EB, Kamaruddin N, Mokhtar M, Yusof N, Khairuddin RFR. Assessing sequence heterogeneity in Chlorellaceae DNA barcode markers for phylogenetic inference. J Genet Eng Biotechnol 2023; 21:104. [PMID: 37851281 PMCID: PMC10584744 DOI: 10.1186/s43141-023-00550-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/20/2023] [Indexed: 10/19/2023]
Abstract
Phylogenetic inference is an important approach that allows the recovery of the evolutionary history and the origin of the Chlorellaceae species. Despite the species' potential for biofuel feedstock production, their high phenotypic plasticity and similar morphological structures among the species have muddled the taxonomy and identification of the Chlorellaceae species. This study aimed to decipher Chlorellaceae DNA barcode marker heterogeneity by examining the sequence divergence and genomic properties of 18S rRNA, ITS (ITS1-5.8S rRNA-ITS2-28S rRNA), and rbcL from 655 orthologous sequences of 64 species across 31 genera in the Chlorellaceae family. The study assessed the distinct evolutionary properties of the DNA markers that may have caused the discordance between individual trees in the phylogenetic inference using the Robinson-Foulds distance and the Shimodaira-Hasegawa test. Our findings suggest that using the supermatrix approach improves the congruency between trees by reducing stochastic error and increasing the confidence of the inferred Chlorellaceae phylogenetic tree. This study also found that the phylogenies inferred through the supermatrix approach might not always be well supported by all markers. The study highlights that assessing sequence heterogeneity prior to the phylogenetic inference could allow the approach to accommodate sequence evolutionary properties and support species identification from the most congruent phylogeny, which can better represent the evolution of Chlorellaceae species.
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Affiliation(s)
- Ee Bhei Wong
- Department of Biology, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900, Tanjong Malim, Perak, Malaysia
| | - Nurhaida Kamaruddin
- Department of Biology, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900, Tanjong Malim, Perak, Malaysia
| | - Marina Mokhtar
- Department of Biology, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900, Tanjong Malim, Perak, Malaysia
| | - Norjan Yusof
- Department of Biology, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900, Tanjong Malim, Perak, Malaysia
| | - Raja Farhana R Khairuddin
- Department of Biology, Faculty of Science and Mathematics, Universiti Pendidikan Sultan Idris, 35900, Tanjong Malim, Perak, Malaysia.
- Centre of Research for Computational Sciences and Informatics for Biology, Bioindustry, Environment, Agriculture, and Healthcare (CRYSTAL), Universiti Malaya, Kuala Lumpur, Malaysia.
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Franco ADODR, Ashworth MP, Odebrecht C. Comparison between p-distance and single-locus species delimitation models for delineating reproductively tested strains of pennate diatoms (Bacillariophyceae) using cox1, rbcL and ITS. J Eukaryot Microbiol 2023; 70:e12986. [PMID: 37243408 DOI: 10.1111/jeu.12986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/18/2023] [Accepted: 05/18/2023] [Indexed: 05/28/2023]
Abstract
Several automated molecular methods have emerged for distinguishing eukaryote species based on DNA sequence data. However, there are knowledge gaps around which of these single-locus methods is more accurate for the identification of microalgal species, such as the highly diverse and ecologically relevant diatoms. We applied genetic divergence, Automatic Barcode Gap Discovery for primary species delimitation (ABGD), Assemble Species by Automatic Partitioning (ASAP), Statistical Parsimony Network Analysis (SPNA), Generalized Mixed Yule Coalescent (GMYC) and Poisson Tree Processes (PTP) using partial cox1, rbcL, 5.8S + ITS2, ITS1 + 5.8S + ITS2 markers to delineate species and compare to published polyphasic identification data (morphological features, phylogeny and sexual reproductive isolation) to test the resolution of these methods. ASAP, ABGD, SPNA and PTP models resolved species of Eunotia, Seminavis, Nitzschia, Sellaphora and Pseudo-nitzschia corresponding to previous polyphasic identification, including reproductive isolation studies. In most cases, these models identified diatom species in similar ways, regardless of sequence fragment length. GMYC model presented smallest number of results that agreed with previous published identification. Following the recommendations for proper use of each model presented in the present study, these models can be useful tools to identify cryptic or closely related species of diatoms, even when the datasets have relatively few sequences.
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Affiliation(s)
| | - Matt P Ashworth
- Department of Molecular Biosciences, UTEX Culture Collection of Algae, University of Texas at Austin, Austin, Texas, USA
| | - Clarisse Odebrecht
- Institute of Oceanography, Federal University of Rio Grande - FURG, Rio Grande, Brazil
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Mai XC, Shen CR, Liu CL, Trinh DM, Nguyen ML. "DNA signaturing" database construction for Tetradesmus species identification and phylogenetic relationships of Scenedesmus-like green microalgae (Scenedesmaceae, Chlorophyta). JOURNAL OF PHYCOLOGY 2023; 59:775-784. [PMID: 37261838 DOI: 10.1111/jpy.13354] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 05/12/2023] [Accepted: 05/22/2023] [Indexed: 06/02/2023]
Abstract
Species identification of Scenedesmus-like microalgae, comprising Desmodesmus, Tetradesmus, and Scenedesmus, has been challenging due to their high morphological and genetic similarity. After developing a DNA signaturing tool for Desmodesmus identification, we built a DNA signaturing database for Tetradesmus. The DNA signaturing tool contained species-specific nucleotide sequences of Tetradesmus species or strain groups with high similarity in ITS2 sequences. To construct DNA signaturing, we collected data on ITS2 sequences, aligned the sequences, organized the data by ITS2 sequence homology, and determined signature sequences according to hemi-compensatory base changes (hCBC)/CBC data from previous studies. Four Tetradesmus species and 11 strain groups had DNA signatures. The signature sequence of the genus Tetradesmus, TTA GAG GCT TAA GCA AGG ACCC, recognized 86% (157/183) of the collected Tetradesmus strains. Phylogenetic analysis of Scenedesmus-like species revealed that the Tetradesmus species were monophyletic and closely related to each other based on branch lengths. Desmodesmus was suggested to split into two subgenera due to their genetic and morphological distinction. Scenedesmus must be analyzed along with other genera of the Scenedesmaceae family to determine their genetic relationships. Importantly, DNA signaturing was integrated into a database for identifying Scenedesmus-like species through BLAST.
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Affiliation(s)
- Xuan Cuong Mai
- Department and Graduate Institute of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Rui Shen
- Department and Graduate Institute of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chao-Lin Liu
- Department of Chemical Engineering and Biochemical Technology R&D Center, Ming Chi University of Technology, New Taipei City, Taiwan
| | - Dang Mau Trinh
- Department of Biotechnology, Faculty of Biology and Environmental Science, The University of Danang - University of Science and Education, Danang, Vietnam
| | - Minh Ly Nguyen
- Department of Biotechnology, Faculty of Biology and Environmental Science, The University of Danang - University of Science and Education, Danang, Vietnam
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Montoya-Vallejo C, Guzmán Duque FL, Quintero Díaz JC. Biomass and lipid production by the native green microalgae Chlorella sorokiniana in response to nutrients, light intensity, and carbon dioxide: experimental and modeling approach. Front Bioeng Biotechnol 2023; 11:1149762. [PMID: 37265992 PMCID: PMC10229873 DOI: 10.3389/fbioe.2023.1149762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/24/2023] [Indexed: 06/03/2023] Open
Abstract
Introduction: Microalgae are photosynthetic cells that can produce third-generation biofuels and other commercial compounds. Microalgal growth is influenced by two main parameters: light intensity and carbon dioxide concentration, which represent the energy and carbon source, respectively. For photosynthesis, the optimum values of abiotic factors vary among species. Methods: In this study, the microalga Chlorella sorokiniana was isolated from a freshwater lake. It was identified using molecular analysis of the ribosomal internal transcribed spacer. A single-factor design of experiments in 250-mL Erlenmeyer flasks was used to evaluate which concentrations of nitrogen and phosphorus increase the production of biomass and lipids. The response surface methodology was used with a 32-factorial design (light intensity and CO2 were used to evaluate its effect on biomass, lipid production, and specific growth rates, in 200-mL tubular photobioreactors (PBRs)). Results and Discussion: Low levels of light lead to lipid accumulation, while higher levels of light lead to the synthesis of cell biomass. The highest biomass and lipid production were 0.705 ± 0.04 g/L and 55.1% ± 4.1%, respectively. A mathematical model was proposed in order to describe the main phenomena occurring in the culture, such as oxygen and CO2 mass transfer and the effect of light and nutrients on the growth of microalgae. The main novelties of this work were molecular identification of the strain, optimization of culture conditions for the indigenous microalgae species that were isolated, and formulation of a model that describes the behavior of the culture.
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Chong JWR, Khoo KS, Chew KW, Ting HY, Show PL. Trends in digital image processing of isolated microalgae by incorporating classification algorithm. Biotechnol Adv 2023; 63:108095. [PMID: 36608745 DOI: 10.1016/j.biotechadv.2023.108095] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 12/17/2022] [Accepted: 01/01/2023] [Indexed: 01/05/2023]
Abstract
Identification of microalgae species is of importance due to the uprising of harmful algae blooms affecting both the aquatic habitat and human health. Despite this occurence, microalgae have been identified as a green biomass and alternative source due to its promising bioactive compounds accumulation that play a significant role in many industrial applications. Recently, microalgae species identification has been conducted through DNA analysis and various microscopy techniques such as light, scanning electron, transmission electron, and atomic force -microscopy. The aforementioned procedures have encouraged researchers to consider alternate ways due to limitations such as costly validation, requiring skilled taxonomists, prolonged analysis, and low accuracy. This review highlights the potential innovations in digital microscopy with the incorporation of both hardware and software that can produce a reliable recognition, detection, enumeration, and real-time acquisition of microalgae species. Several steps such as image acquisition, processing, feature extraction, and selection are discussed, for the purpose of generating high image quality by removing unwanted artifacts and noise from the background. These steps of identification of microalgae species is performed by reliable image classification through machine learning as well as deep learning algorithms such as artificial neural networks, support vector machines, and convolutional neural networks. Overall, this review provides comprehensive insights into numerous possibilities of microalgae image identification, image pre-processing, and machine learning techniques to address the challenges in developing a robust digital classification tool for the future.
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Affiliation(s)
- Jun Wei Roy Chong
- Zhejiang Provincial Key Laboratory for Subtropical Water Environment and Marine Biological Resources Protection, Wenzhou University, Wenzhou 325035, China; Department of Chemical and Environmental Engineering, Faculty of Science and Engineering, University of Nottingham Malaysia, Jalan Broga, Semenyih 43500, Selangor Darul Ehsan, Malaysia
| | - Kuan Shiong Khoo
- Department of Chemical Engineering and Materials Science, Yuan Ze University, Taoyuan, Taiwan.
| | - Kit Wayne Chew
- School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, 62 Nanyang Drive, Singapore, 637459 Singapore
| | - Huong-Yong Ting
- Drone Research and Application Centre, University of Technology Sarawak, No.1, Jalan Universiti, 96000 Sibu, Sarawak, Malaysia
| | - Pau Loke Show
- Zhejiang Provincial Key Laboratory for Subtropical Water Environment and Marine Biological Resources Protection, Wenzhou University, Wenzhou 325035, China; Department of Chemical and Environmental Engineering, Faculty of Science and Engineering, University of Nottingham Malaysia, Jalan Broga, Semenyih 43500, Selangor Darul Ehsan, Malaysia; Department of Sustainable Engineering, Saveetha School of Engineering, SIMATS, Chennai 602105, India.
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Delimitation of Some Taxa of Ulnaria and Fragilaria (Bacillariophyceae) Based on Genetic, Morphological Data and Mating Compatibility. DIVERSITY 2023. [DOI: 10.3390/d15020271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Fragilaria and Ulnaria are two closely related diatom genera for which the delimitation and circumscription of several species is unclear. We studied strains isolated from Lake Baikal and compared them with the species from freshwater reservoirs in Europe and Asia using phylogenetic and species delimitation methods, microscopy and interclonal crossing experiments. The results of the phylogenetic analyses of the fragments of rbcL and 18S rRNA genes revealed that baikalian F. radians clade was independent from the representatives of the genus from other localities. Among Ulnaria we found the following 18S rRNA phylogenetic tree groups at species level: U. acus, U. ulna and U. danica. Genetic distance between genera varied between 3.9–10.2% substitutions in rbcL gene and 3.2–11.5% in 18S rRNA. The boundary between intraspecies and interspecies polymorphism for studied species of Ulnaria and Fragilaria in these marker genes was around 0.8% substitutions. Morphometric characters of individual strains showed their variability and division into F. radians, U. acus and U. ulna together with U. danica. Strains of U. acus and U. danica from different localities of Europe and Asia were sexually compatible inside the species. Sexual reproduction has never been observed in monoclonal cultures, either between this species or with strains of the Fragilaria.
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Species delimitation polyphasic approach reveals Meyerella similis sp. nov.: a new species of “small green balls” within the Chlorella-clade (Trebouxiophyceae, Chlorophyta). ORG DIVERS EVOL 2022. [DOI: 10.1007/s13127-022-00590-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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12
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Uncovering New Diversity of Photosynthetic Microorganisms from the Mediterranean Region. Microorganisms 2022; 10:microorganisms10081571. [PMID: 36013989 PMCID: PMC9416340 DOI: 10.3390/microorganisms10081571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 12/04/2022] Open
Abstract
In the large and morphologically diverse phylum of Chlorophyta, new taxa are discovered every year and their phylogenetic relationships are reconstructed by the incorporation of molecular phylogenetic methods into traditional taxonomy. Herein, we aim to contribute to the photosynthetic microorganisms’ diversity knowledge in the Mediterranean area, a relatively unexplored ecoregion with high diversity. Based on a polyphasic approach, 18 Chlorophyta isolates were investigated and characterized. Morphological characteristics and ultrastructure, the phylogeny based on 18S rRNA gene (small subunit ribosomal RNA), 18S–28S internal transcribed spacer (ITS region), and the ribulose-1,5-bisphosphate carboxylase/oxygenase large subunit region (rbcL gene), support establishing four new genera (Nomia, Ava, Akraea, Lilaea) and five new species (Spongiosarcinopsis limneus, N. picochloropsia, Av. limnothalassea, Ak. chliaropsychia, and L. pamvotia) belonging to orders Sphaeropleales, Chlorellales, and Chlamydomonadales. For some of them, this is the first report of their occurrence in specific aquatic environments.
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A rare ω-8 fatty acid, cis-8,4,11-docosatrienoic acid rich microalgal strain isolated from a salt lake in Tibet Plateau. ALGAL RES 2022. [DOI: 10.1016/j.algal.2022.102767] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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14
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Krivina ES, Temraleeva AD, Bukin YS. Species delimitation and microalgal cryptic diversity analysis of the genus Micractinium (Chlorophyta). Vavilovskii Zhurnal Genet Selektsii 2022; 26:74-85. [PMID: 35342860 PMCID: PMC8894098 DOI: 10.18699/vjgb-22-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/28/2021] [Accepted: 08/06/2021] [Indexed: 11/19/2022] Open
Abstract
In this article, the system of the green microalgal genus Micractinium, based on morphological, physiological, ecological and molecular data, is considered. The main diagnostic species characteristics and the taxonomic placement of some taxa are also discussed. Phylogenetic analysis showed that the genus Micractinium is characterized by high cryptic diversity. The algorithms used for species delimitation had different results on the number of potentially species-level clusters allocated. The ABGD method was less “sensitive”. The tree-based approaches GMYC and PTP showed a more feasible taxonomy of the genus Micractinium, being an effective additional tool for distinguishing species. The clustering obtained by the latter two methods is in good congruence with morphological (cell size and shape, ability to form colonies, production of bristles, chloroplast type), physiological (vitamin requirements, reaction to high and low temperatures), molecular (presence of introns, level of genetic differences, presence of CBCs or special features of the secondary structure in ITS1 and ITS2) and ecological characteristics (habitat). The polyphyly
of the holotype of the genus M. pusillum as well as M. belenophorum is shown. The intron was effective as an additional
tool for distinguishing species, and the results of the intron analysis should be taken into account together
with other characteristics. The CBC approach, based on the search for compensatory base changes in conservative
ITS2 regions, was successful only for distinguishing cryptic species from “true” members of M. pusillum. Therefore, to
distinguish species, it is more effective to take into account all the CBC in ITS1 and ITS2 and analyze characteristic
structural differences (molecular signatures) in the secondary structure of internal transcribed spacers. The genetic
distances analysis of 18S–ITS1–5.8S–ITS2 nucleotide sequences showed that intraspecific differences in the genus
ranged from 0 to 0.5 % and interspecific differences, from 0.6 to 4.7 %. Due to the polyphasic approach, it was possible
to characterize 29 clusters and phylogenetic lines at the species level within the genus Micractinium and to
make assumptions about the species.
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Affiliation(s)
- E. S. Krivina
- Federal Research Center “Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences”
| | - A. D. Temraleeva
- Federal Research Center “Pushchino Scientific Center for Biological Research of the Russian Academy of Sciences”
| | - Yu. S. Bukin
- Limnological Institute of the Siberian Branch of the Russian Academy of Sciences
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15
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Burgel G, Ribas PG, Ferreira PC, Passos MF, Santos B, Savi DC, Ludwig TAV, Vargas JVC, Galli-Terasawa LV, Kava VM. Morphology, molecular phylogeny and biomass evaluation of Desmodesmus abundans (Scenedesmaceae-Chlorophyceae) from Brazil. BRAZ J BIOL 2022; 82:e265235. [DOI: 10.1590/1519-6984.265235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/01/2022] [Indexed: 12/23/2022] Open
Abstract
Abstract The biotechnological potential of microalgae has been the target of a range of research aimed at using its potential to produce macromolecules with high added value. Particular focus has been given to biofuels' production, such as biohydrogen, biodiesel, and bioethanol from lipids and carbohydrates extracted from microalgal biomass. Bioprospecting and accurate identification of microalgae from the environment are important in the search for strains with better performance. Methodologies that combine morphology and molecular techniques allow more precise knowledge of species. Thereby, this work aimed to identify the new strain LGMM0013 collected at Iraí Reservoir, located in Paraná state, Brazil, and to evaluate the production of biomass, carbohydrates, and lipids from this new microalgal strain. Based on morphology and phylogenetic tree from internal transcribed spacer (ITS), strain LGMM0013 was identified as Desmodesmus abundans. D. abundans accumulated 1500 mg L-1 of dried biomass after 22 days of cultivation in autotrophic conditions, 50% higher than Tetradesmus obliquus (LGMM0001) (Scenedesmaceae-Chlorophyceae), usually grown in photobioreactors located at NPDEAS at the Federal University of Paraná (UFPR) to produce biomass. Analysis of the D. abundans biomass from showed an accumulation of 673.39 mg L-1 of carbohydrates, 130% higher than T. obliquus (LGMM0001). Lipid production was 259.7 mg L-1, equivalent to that of T. obliquus. Nitrogen deprivation increased the production of biomass and carbohydrates in D. abundans LGMM0013, indicating this new strain greater biomass production capacity.
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Affiliation(s)
- G. Burgel
- Universidade Federal do Paraná, Brasil; Universidade Federal do Paraná, Brasil
| | - P. G. Ribas
- Universidade Federal do Paraná, Brasil; Universidade Federal do Paraná, Brasil
| | | | - M. F. Passos
- Universidade Federal do Paraná, Brasil; Universidade Federal do Paraná, Brasil
| | - B. Santos
- Universidade Federal do Paraná, Brasil; Universidade Federal do Paraná, Brasil
| | - D. C. Savi
- Centro Universitário – Católica de Santa Catarina, Brasil
| | | | | | | | - V. M. Kava
- Universidade Federal do Paraná, Brasil; Universidade Federal do Paraná, Brasil
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16
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Olsen MFL, Pedersen JS, Thomsen ST, Martens HJ, Petersen A, Jensen PE. Outdoor cultivation of a novel isolate of the microalgae Scenedesmus sp. and the evaluation of its potential as a novel protein crop. PHYSIOLOGIA PLANTARUM 2021; 173:483-494. [PMID: 34427928 DOI: 10.1111/ppl.13532] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/10/2021] [Indexed: 06/13/2023]
Abstract
A Danish strain of the green microalgae Scenedesmus sp. was isolated, identified and characterized with respect to productivity under outdoor cultivation conditions at northern latitudes. The algae were cultivated outdoors in Denmark in closed tubular photobioreactors using only sunlight, simple inorganic nutrients and under ambient temperatures. The biomass composition was evaluated in terms of protein content and quality. The average volumetric and areal biomass productivity obtained for the Scenedesmus sp. isolate during outdoor cultivation was 0.083 g dry matter L-1 and 6.40 g dm m-2 day-1 , respectively. Thus, productivities are comparable to data reported in the literature under similar conditions. A strain-specific nitrogen to protein conversion factor of 5.5 was determined for the Scenedesmus sp. strain enabling more accurate protein estimations from simple nitrogen determination methods like Kjeldahl analysis in the future. The protein content was determined to be 52.4% of dried biomass for this Scenedesmus strain. The sum of essential amino acids was 42% which is high compared to other microalgae. The results are compared and discussed in comparison to other microalgae and soybean as a common plant protein source.
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Affiliation(s)
| | | | - Sune Tjalfe Thomsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Frederiksberg, Denmark
| | - Helle Jakobe Martens
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Frederiksberg, Denmark
| | | | - Poul Erik Jensen
- Department of Food Science, University of Copenhagen, Frederiksberg, Denmark
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17
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Stewart A, Rioux D, Boyer F, Gielly L, Pompanon F, Saillard A, Thuiller W, Valay JG, Maréchal E, Coissac E. Altitudinal Zonation of Green Algae Biodiversity in the French Alps. FRONTIERS IN PLANT SCIENCE 2021; 12:679428. [PMID: 34163510 PMCID: PMC8215661 DOI: 10.3389/fpls.2021.679428] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 05/11/2021] [Indexed: 06/13/2023]
Abstract
Mountain environments are marked by an altitudinal zonation of habitat types. They are home to a multitude of terrestrial green algae, who have to cope with abiotic conditions specific to high elevation, e.g., high UV irradiance, alternating desiccation, rain and snow precipitations, extreme diurnal variations in temperature and chronic scarceness of nutrients. Even though photosynthetic green algae are primary producers colonizing open areas and potential markers of climate change, their overall biodiversity in the Alps has been poorly studied so far, in particular in soil, where algae have been shown to be key components of microbial communities. Here, we investigated whether the spatial distribution of green algae followed the altitudinal zonation of the Alps, based on the assumption that algae settle in their preferred habitats under the pressure of parameters correlated with elevation. We did so by focusing on selected representative elevational gradients at distant locations in the French Alps, where soil samples were collected at different depths. Soil was considered as either a potential natural habitat or temporary reservoir of algae. We showed that algal DNA represented a relatively low proportion of the overall eukaryotic diversity as measured by a universal Eukaryote marker. We designed two novel green algae metabarcoding markers to amplify the Chlorophyta phylum and its Chlorophyceae class, respectively. Using our newly developed markers, we showed that elevation was a strong correlate of species and genus level distribution. Altitudinal zonation was thus determined for about fifty species, with proposed accessions in reference databases. In particular, Planophila laetevirens and Bracteococcus ruber related species as well as the snow alga Sanguina genus were only found in soil starting at 2,000 m above sea level. Analysis of environmental and bioclimatic factors highlighted the importance of pH and nitrogen/carbon ratios in the vertical distribution in soil. Capacity to grow heterotrophically may determine the Trebouxiophyceae over Chlorophyceae ratio. The intensity of freezing events (freezing degree days), proved also determinant in Chlorophyceae distribution. Guidelines are discussed for future, more robust and precise analyses of environmental algal DNA in mountain ecosystems and address green algae species distribution and dynamics in response to environmental changes.
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Affiliation(s)
- Adeline Stewart
- Laboratoire de Physiologie Cellulaire et Végétale, CEA, CNRS, INRAE, IRIG, Université Grenoble Alpes, Grenoble, France
- Jardin du Lautaret, CNRS, Université Grenoble Alpes, Grenoble, France
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - Delphine Rioux
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - Fréderic Boyer
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - Ludovic Gielly
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - François Pompanon
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - Amélie Saillard
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - Wilfried Thuiller
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | | | - Eric Maréchal
- Laboratoire de Physiologie Cellulaire et Végétale, CEA, CNRS, INRAE, IRIG, Université Grenoble Alpes, Grenoble, France
| | - Eric Coissac
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
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18
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Ballesteros I, Terán P, Guamán-Burneo C, González N, Cruz A, Castillejo P. DNA barcoding approach to characterize microalgae isolated from freshwater systems in Ecuador. NEOTROPICAL BIODIVERSITY 2021. [DOI: 10.1080/23766808.2021.1920296] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Affiliation(s)
- Isabel Ballesteros
- AgroScience & Food Research Group, Universidad de las Américas, Quito, Ecuador
| | - Paulina Terán
- AgroScience & Food Research Group, Universidad de las Américas, Quito, Ecuador
| | | | - Nory González
- AgroScience & Food Research Group, Universidad de las Américas, Quito, Ecuador
| | - Alejandra Cruz
- Ingeniería en Biotecnología. Facultad de Ingenierías y Ciencias Aplicadas, Universidad de las Américas, Quito, Ecuador
| | - Pablo Castillejo
- Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud (BIOMAS), Universidad de las Américas, Quito, Ecuador
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19
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Multidisciplinary integrated characterization of a native Chlorella-like microalgal strain isolated from a municipal landfill leachate. ALGAL RES 2021. [DOI: 10.1016/j.algal.2021.102202] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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20
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Bombin S, Wysor B, Lopez-Bautista JM. Assessment of littoral algal diversity from the northern Gulf of Mexico using environmental DNA metabarcoding. JOURNAL OF PHYCOLOGY 2021; 57:269-278. [PMID: 33107058 DOI: 10.1111/jpy.13087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 10/02/2020] [Indexed: 06/11/2023]
Abstract
Traditional methods for algal biodiversity monitoring are costly and time inefficient because they rely on high-level taxonomic expertise to address species identity problems involving phenotypic plasticity and morphological convergence. These problems are exacerbated in regions such as the Gulf of Mexico, that has a limited history of phycological exploration, but that are economically important or threatened by numerous anthropogenic stressors. Given the high pace of disturbance to natural systems, there is a critical need for expedient and cost-effective tools for the study of benthic algal communities. Here we document the use of environmental DNA metabarcoding, using the partial LSU rDNA and 23S rDNA plastid molecular markers, to elucidate littoral algal diversity in the Northern Gulf of Mexico. We assigned 73.7% of algal OTUs to genus and 59.6% to species ranks. Our current study detected molecular signals for 35 algal/protist species with no previous reports in the Gulf of Mexico, thus providing an important, molecular-validated, baseline of species richness for this region. We also make several bioinformatic recommendations for the efficient use of high-throughput sequence data to assess biological communities.
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Affiliation(s)
- Sergei Bombin
- Department of Biological Sciences, The University of Alabama, 1325 Science and Engineering Complex (SEC), 300 Hackberry Lane, Tuscaloosa, Alabama, 35487-0344, USA
| | - Brian Wysor
- Department of Biology, Marine Biology & Environmental Science, Roger Williams University, 1 Old Ferry Road, Bristol, Rhode Island, 02809, USA
| | - Juan M Lopez-Bautista
- Department of Biological Sciences, The University of Alabama, 1325 Science and Engineering Complex (SEC), 300 Hackberry Lane, Tuscaloosa, Alabama, 35487-0344, USA
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21
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Fawley MW, Fawley KP. Identification of Eukaryotic Microalgal Strains. JOURNAL OF APPLIED PHYCOLOGY 2020; 32:2699-2709. [PMID: 33542589 PMCID: PMC7853647 DOI: 10.1007/s10811-020-02190-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Proper identification and documentation of microalgae is often lacking in publications of applied phycology, algal physiology and biochemistry. Identification of many eukaryotic microalgae can be very daunting to the non-specialist. We present a systematic process for identifying eukaryotic microalgae using morphological evidence and DNA sequence analysis. Our intent was to provide an identification method that could be used by non-taxonomists, but which is grounded in the current techniques used by algal taxonomists. Central to the identification is database searches with DNA sequences of appropriate loci. We provide usable criteria for identification at the genus or species level, depending on the availability of sequence data in curated databases and repositories. Particular attention is paid to dealing with possible misidentifications in DNA databases and utilizing current taxonomy.
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Affiliation(s)
- Marvin W Fawley
- Division of Natural Sciences and Mathematics, University of the Ozarks, Clarksville, AR 72830, USA
| | - Karen P Fawley
- Division of Natural Sciences and Mathematics, University of the Ozarks, Clarksville, AR 72830, USA
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22
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Djemiel C, Plassard D, Terrat S, Crouzet O, Sauze J, Mondy S, Nowak V, Wingate L, Ogée J, Maron PA. µgreen-db: a reference database for the 23S rRNA gene of eukaryotic plastids and cyanobacteria. Sci Rep 2020; 10:5915. [PMID: 32246067 PMCID: PMC7125122 DOI: 10.1038/s41598-020-62555-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 03/09/2020] [Indexed: 11/29/2022] Open
Abstract
Studying the ecology of photosynthetic microeukaryotes and prokaryotic cyanobacterial communities requires molecular tools to complement morphological observations. These tools rely on specific genetic markers and require the development of specialised databases to achieve taxonomic assignment. We set up a reference database, called µgreen-db, for the 23S rRNA gene. The sequences were retrieved from generalist (NCBI, SILVA) or Comparative RNA Web (CRW) databases, in addition to a more original approach involving recursive BLAST searches to obtain the best possible sequence recovery. At present, µgreen-db includes 2,326 23S rRNA sequences belonging to both eukaryotes and prokaryotes encompassing 442 unique genera and 736 species of photosynthetic microeukaryotes, cyanobacteria and non-vascular land plants based on the NCBI and AlgaeBase taxonomy. When PR2/SILVA taxonomy is used instead, µgreen-db contains 2,217 sequences (399 unique genera and 696 unique species). Using µgreen-db, we were able to assign 96% of the sequences of the V domain of the 23S rRNA gene obtained by metabarcoding after amplification from soil DNA at the genus level, highlighting good coverage of the database. µgreen-db is accessible at http://microgreen-23sdatabase.ea.inra.fr.
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Affiliation(s)
- Christophe Djemiel
- Agroécologie, AgroSup Dijon, INRA, University Bourgogne Franche-Comté, Dijon, France
| | | | - Sébastien Terrat
- Agroécologie, AgroSup Dijon, INRA, University Bourgogne Franche-Comté, Dijon, France
| | - Olivier Crouzet
- Univ. Paris Saclay, AgroParisTech, UMR ECOSYS, INRA, F-78206, Versailles, France
| | - Joana Sauze
- INRA, Bordeaux Science Agro, UMR 1391 ISPA, 33140, Villenave d'Ornon, France
| | - Samuel Mondy
- Agroécologie, AgroSup Dijon, INRA, University Bourgogne Franche-Comté, Dijon, France
| | - Virginie Nowak
- Agroécologie, AgroSup Dijon, INRA, University Bourgogne Franche-Comté, Dijon, France
| | - Lisa Wingate
- INRA, Bordeaux Science Agro, UMR 1391 ISPA, 33140, Villenave d'Ornon, France
| | - Jérôme Ogée
- INRA, Bordeaux Science Agro, UMR 1391 ISPA, 33140, Villenave d'Ornon, France
| | - Pierre-Alain Maron
- Agroécologie, AgroSup Dijon, INRA, University Bourgogne Franche-Comté, Dijon, France.
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Lortou U, Gkelis S. Polyphasic taxonomy of green algae strains isolated from Mediterranean freshwaters. ACTA ACUST UNITED AC 2019; 26:11. [PMID: 31696064 PMCID: PMC6822476 DOI: 10.1186/s40709-019-0105-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 10/18/2019] [Indexed: 11/30/2022]
Abstract
Background Terrestrial, freshwater and marine green algae constitute the large and morphologically diverse phylum of Chlorophyta, which gave rise to the core chlorophytes. Chlorophyta are abundant and diverse in freshwater environments where sometimes they form nuisance blooms under eutrophication conditions. The phylogenetic relationships among core chlorophyte clades (Chlorodendrophyceae, Ulvophyceae, Trebouxiophyceae and Chlorophyceae), are of particular interest as it is a species-rich phylum with ecological importance worldwide, but are still poorly understood. In the Mediterranean ecoregion, data on molecular characterization of eukaryotic microalgae strains are limited and current knowledge is based on ecological studies of natural populations. In the present study we report the isolation and characterization of 11 green microalgae strains from Greece contributing more information for the taxonomy of Chlorophyta. The study combined morphological and molecular data. Results Phylogenetic analysis based on 18S rRNA, internal transcribed spacer (ITS) region and the large subunit of the ribulose-bisphosphate carboxylase (rbcL) gene revealed eight taxa. Eleven green algae strains were classified in four orders (Sphaeropleales, Chlorellales, Chlamydomonadales and Chaetophorales) and were represented by four genera; one strain was not assigned to any genus. Most strains (six) were classified to the genus Desmodesmus, two strains to genus Chlorella, one to genus Spongiosarcinopsis and one filamentous strain to genus Uronema. One strain is placed in a separate independent branch within the Chlamydomonadales and deserves further research. Conclusions Our study reports, for the first time, the presence of Uronema in an aquatic environment up to 40 °C and reveals new diversity within the Chlamydomonadales. The results from the ITS region and the rbcL gene corroborated those obtained from 18S rRNA without providing further information or resolving the phylogenetic relationships within certain genera, due to the limited number of ITS and rbcL sequences available. The comparison of molecular and morphological data showed that they were congruent. Cosmopolitan genera with high worldwide distribution inhabit Greek freshwaters.
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Affiliation(s)
- Urania Lortou
- Department of Botany, Aristotle University of Thessaloniki, P.O. Box 109, 541 24 Thessaloniki, Greece
| | - Spyros Gkelis
- Department of Botany, Aristotle University of Thessaloniki, P.O. Box 109, 541 24 Thessaloniki, Greece
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24
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Ma J, Liu J, Shen Y, Fan Z, Yue B, Zhang X. Population genetic structure and intraspecific genetic distance of Periplaneta americana (Blattodea: Blattidae) based on mitochondrial and nuclear DNA markers. Ecol Evol 2019; 9:12928-12939. [PMID: 31788226 PMCID: PMC6876684 DOI: 10.1002/ece3.5777] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 10/01/2019] [Accepted: 10/02/2019] [Indexed: 11/06/2022] Open
Abstract
The American cockroach (Periplaneta americana) is a globally invasive pest that can cause significant economic loss and threaten human health. Although it is abundant and lives in close proximity to humans, few studies have investigated the genetic diversity of P. americana. Our study analyzed 1,053 P. americana and other Periplaneta species' samples from different locations in China and the United States. A traditional tree-based method using 17 unique mitochondrial COI haplotypes of P. americana and 20 haplotypes of the other Periplaneta species accurately identified P. americana with a barcoding threshold of 5.1%. To identify the population genetic structure of P. americana, we investigated wingless gene and pooled them with obtained mtDNA data for a combined analysis. Although the genetic diversity of the USA group was relatively higher than the China group, the number of haplotypes and alleles of both groups was small. The analysis of molecular variance (AMOVA), intraspecific phylogeny, and haplotype networks indicated that P. americana had very little global genetic differentiation. The weak geographic genetic structure might reflect the human-mediated dispersal of P. americana. Despite no apparent phylogeographic assignment of mtDNA and nuclear lineages was observed in both BI trees, the integrated COI sequence data identified four distinct P. americana haplotype groups, showing four ancient maternal lineages of P. americana in China and the United States.
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Affiliation(s)
- Jinnan Ma
- Key Laboratory of Bio‐resources and Eco‐environmentMinistry of EducationCollege of Life SciencesSichuan UniversityChengduChina
| | - Jinhua Liu
- Sichuan Key Laboratory of Conservation Biology on Endangered WildlifeCollege of Life SciencesSichuan UniversityChengduChina
| | - Yongmei Shen
- Sichuan Key Laboratory of Medicinal American CockroachSichuan Gooddoctor Pharmaceutical GroupChengduChina
| | - Zhenxin Fan
- Key Laboratory of Bio‐resources and Eco‐environmentMinistry of EducationCollege of Life SciencesSichuan UniversityChengduChina
- Sichuan Key Laboratory of Conservation Biology on Endangered WildlifeCollege of Life SciencesSichuan UniversityChengduChina
| | - Bisong Yue
- Key Laboratory of Bio‐resources and Eco‐environmentMinistry of EducationCollege of Life SciencesSichuan UniversityChengduChina
- Sichuan Key Laboratory of Conservation Biology on Endangered WildlifeCollege of Life SciencesSichuan UniversityChengduChina
| | - Xiuyue Zhang
- Key Laboratory of Bio‐resources and Eco‐environmentMinistry of EducationCollege of Life SciencesSichuan UniversityChengduChina
- Sichuan Key Laboratory of Conservation Biology on Endangered WildlifeCollege of Life SciencesSichuan UniversityChengduChina
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25
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Lutz S, Procházková L, Benning LG, Nedbalová L, Remias D. Evaluating High-Throughput Sequencing Data of Microalgae Living in Melting Snow: Improvements and Limitations 1. FOTTEA (PRAHA) 2019; 19:115-131. [PMID: 33414851 PMCID: PMC7116558 DOI: 10.5507/fot.2019.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Melting snow fields are an extremophilic habitat dominated by closely related Chlamydomonadaceae (Chlorophyta). Microscopy-based classification of these cryophilic microalgae is challenging and may not reveal the true diversity. High-throughput sequencing (HTS) allows for a more comprehensive evaluation of the community. However, HTS approaches have been rarely used in such ecosystems and the output of their application has not been evaluated. Furthermore, there is no consensus on the choice for a suitable DNA marker or data processing workflow. We found that the correct placement of taxonomic strings onto OTUs strongly depends on the quality of the reference databases. We improved the assignments of the HST data by generating additional reference sequences of the locally abundant taxa, guided by light microscopy. Furthermore, a manual inspection of all automated OTU assignments, oligotyping of the most abundant 18S OTUs, as well as ITS2 secondary structure analyses were necessary for accurate species assignments. Moreover, the sole use of one marker can cause misleading results, either because of insufficient variability within the locus (18S) or the scarcity of reference sequences (ITS2). Our evaluation reveals that HTS output needs to be thoroughly checked when the studied habitats or organisms are poorly represented in publicly available databases. We recommend an optimized workflow for an improved biodiversity evaluation of not only snow algal communities, but generally 'exotic' ecosystems where similar problems arise. A consistent sampling strategy, two- molecular marker approach, light microscopy-based guidance, generation of appropriate reference sequences and final manual verification of all taxonomic assignments are highly recommended.
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Affiliation(s)
| | | | - Liane G. Benning
- GFZ German Research Centre for Geosciences, Telegrafenberg, 14473 Potsdam, Germany School of Earth & Environment, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK Department of Earth Sciences, Free University of Berlin, 12249 Berlin, Germany
| | - Linda Nedbalová
- Department of Ecology, Faculty of Science, Charles University in Prague, Viničná 7, 128 44 Prague 2, Czech Republic
- The Czech Academy of Sciences, Institute of Botany, Dukelská 135, 379 82 Třeboň, Czech Republic
| | - Daniel Remias
- University of Applied Sciences Upper Austria, Stelzhamerstraße 23, 4600 Wels, Austria
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Morpho-taxonomic, genetic, and biochemical characterization of freshwater microalgae as potential biodiesel feedstock. 3 Biotech 2019; 9:137. [PMID: 30944784 DOI: 10.1007/s13205-019-1664-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 02/28/2019] [Indexed: 01/06/2023] Open
Abstract
In the present study, seven axenic fresh water microchlorophytes were isolated and identified as Tetradesmus dimorphus (NEIST BT-1), Chlorella sorokiniana (NEIST BT-2), Desmodesmus sp. (NEIST BT-10), Selenastrum sp. (NEIST BT-A6), Tetradesmus obliquus (NEIST BT-A1), Tetradesmus sp. (NEIST BT-A10), and Asterarcys sp. (NEIST BT-A15) based on morphological and molecular characterization. Their potential to be used as biodiesel feedstock was evaluated depending on their growth characteristics and lipid profiles. Among the seven isolates, NEIST BT-2 was found to be the most promising candidate owing to its high biomass yield (2.09 ± 0.037 g L-1) and lipid productivity (107.60 ± 10.175 mg L-1 day-1). The gas chromatography analysis confirmed the presence of significant amounts of palmitic acid, linoleic acid, linolenic acid, and oleic acid in the isolate which are some of the major constituents of any biodiesel. The predictive models showed that the biodiesel from this isolate has ideal fuel properties which comply with the ASTM D6751 and EN 14214 specifications. These findings demonstrate that NEIST BT-2 can be used as a prospective candidate for consideration of large-scale biodiesel production.
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