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De Rose S, Sillo F, Ghirardo A, Perotto S, Schnitzler JP, Balestrini R. Integration of fungal transcriptomics and metabolomics provides insights into the early interaction between the ORM fungus Tulasnella sp. and the orchid Serapias vomeracea seeds. IMA Fungus 2024; 15:31. [PMID: 39456087 PMCID: PMC11503967 DOI: 10.1186/s43008-024-00165-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
In nature, germination of orchid seeds and early plant development rely on a symbiotic association with orchid mycorrhizal (ORM) fungi. These fungi provide the host with the necessary nutrients and facilitate the transition from embryos to protocorms. Despite recent advances in omics technologies, our understanding of this symbiosis remains limited, particularly during the initial stages of the interaction. To address this gap, we employed transcriptomics and metabolomics to investigate the early responses occurring in the mycorrhizal fungus Tulasnella sp. isolate SV6 when co-cultivated with orchid seeds of Serapias vomeracea. The integration of data from gene expression and metabolite profiling revealed the activation of some fungal signalling pathways before the establishment of the symbiosis. Prior to seed contact, an indole-related metabolite was produced by the fungus, and significant changes in the fungal lipid profile occurred throughout the symbiotic process. Additionally, the expression of plant cell wall-degrading enzymes (PCWDEs) was observed during the pre-symbiotic stage, as the fungus approached the seeds, along with changes in amino acid metabolism. Thus, the dual-omics approach employed in this study yielded novel insights into the symbiotic relationship between orchids and ORM fungi and suggest that the ORM fungus responds to the presence of the orchid seeds prior to contact.
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Affiliation(s)
- Silvia De Rose
- Institute for Sustainable Plant Protection, National Research Council, Strada Delle Cacce 73, 10135, Turin, Italy
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, 10125, Turin, Italy
| | - Fabiano Sillo
- Institute for Sustainable Plant Protection, National Research Council, Strada Delle Cacce 73, 10135, Turin, Italy
| | - Andrea Ghirardo
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, 10125, Turin, Italy
| | - Silvia Perotto
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, 10125, Turin, Italy
| | - Jörg-Peter Schnitzler
- Research Unit Environmental Simulation (EUS), Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Raffaella Balestrini
- Institute of Biosciences and Bioresources, National Research Council, Via Amendola 165/A, 70126, Bari, Italy.
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2
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Tong Q, Ling Y. A prognostic model based on regulatory T-cell-related genes in gastric cancer: Systematic construction and validation. Int J Exp Pathol 2023; 104:226-236. [PMID: 37350375 PMCID: PMC10500170 DOI: 10.1111/iep.12487] [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: 09/29/2022] [Revised: 12/22/2022] [Accepted: 06/01/2023] [Indexed: 06/24/2023] Open
Abstract
Human gastrointestinal tumours have been shown to contain massive numbers of tumour infiltrating regulatory T cells (Tregs), the presence of which are closely related to tumour immunity. This study was designed to develop new Treg-related prognostic biomarkers to monitor the prognosis of patients with gastric cancer (GC). Treg-related prognostic genes were screened from Treg-related differentially expressed genes in GC patients by using Cox regression analysis, based on which a prognostic model was constructed. Then, combined with RiskScore, survival curve, survival status assessment and ROC analysis, these genes were used to verify the accuracy of the model, whose independent prognostic ability was also evaluated. Six Treg-related prognostic genes (CHRDL1, APOC3, NPTX1, TREML4, MCEMP1, GH2) in GC were identified, and a 6-gene Treg-related prognostic model was constructed. Survival analysis revealed that patients had a higher survival rate in the low-risk group. Combining clinicopathological features, we performed univariate and multivariate regression analyses, with results establishing that the RiskScore was an independent prognostic factor. Predicted 1-, 3- and 5-year survival rates of GC patients had a good fit with the actual survival rates according to nomogram results. In addition patients in the low-risk group had higher tumour mutational burden (TMB) values. Gene Set Enrichment Analysis (GSEA) demonstrated that genes in the high-risk group were significantly enriched in pathways related to immune inflammation, tumour proliferation and migration. In general, we constructed a 6-gene Treg-associated GC prognostic model with good prediction accuracy, where RiskScore could act as an independent prognostic factor. This model is expected to provide a reference for clinicians to estimate the prognosis of GC patients.
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Affiliation(s)
- Qin Tong
- Department of Gastrointestinal SurgeryJinhua Guangfu HospitalJinhuaChina
| | - Yingjie Ling
- Department of Gastrointestinal SurgeryJinhua Guangfu HospitalJinhuaChina
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3
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Li D, Wang Z, Yu Y, Li H, Luo W, Chen B, Niu G, Ding H. Biochemical Insights into a Novel Family 2 Glycoside Hydrolase with Both β-1,3-Galactosidase and β-1,4-Galactosidase Activity from the Arctic. Mar Drugs 2023; 21:521. [PMID: 37888456 PMCID: PMC10608614 DOI: 10.3390/md21100521] [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: 09/01/2023] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 10/28/2023] Open
Abstract
A novel GH2 (glycoside hydrolase family 2) β-galactosidase from Marinomonas sp. BSi20584 was successfully expressed in E. coli with a stable soluble form. The recombinant enzyme (rMaBGA) was purified to electrophoretic homogeneity and characterized extensively. The specific activity of purified rMaBGA was determined as 96.827 U mg-1 at 30 °C using ONPG (o-nitrophenyl-β-D-galactopyranoside) as a substrate. The optimum pH and temperature of rMaBGA was measured as 7.0 and 50 °C, respectively. The activity of rMaBGA was significantly enhanced by some divalent cations including Zn2+, Mg2+ and Ni2+, but inhibited by EDTA, suggesting that some divalent cations might play important roles in the catalytic process of rMaBGA. Although the enzyme was derived from a cold-adapted strain, it still showed considerable stability against various physical and chemical elements. Moreover, rMaBGA exhibited activity both toward Galβ-(1,3)-GlcNAc and Galβ-(1,4)-GlcNAc, which is a relatively rare occurrence in GH2 β-galactosidase. The results showed that two domains in the C-terminal region might be contributed to the β-1,3-galactosidase activity of rMaBGA. On account of its fine features, this enzyme is a promising candidate for the industrial application of β-galactosidase.
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Affiliation(s)
- Dianyi Li
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China;
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
| | - Zheng Wang
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
| | - Yong Yu
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Huirong Li
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Wei Luo
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Bo Chen
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
| | - Guoqing Niu
- College of Agronomy and Biotechnology, Southwest University, Chongqing 400715, China;
| | - Haitao Ding
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China; (Z.W.); (Y.Y.); (H.L.); (W.L.); (B.C.)
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China
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4
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Dukes HE, Tinker KA, Ottesen EA. Disentangling hindgut metabolism in the American cockroach through single-cell genomics and metatranscriptomics. Front Microbiol 2023; 14:1156809. [PMID: 37323917 PMCID: PMC10266427 DOI: 10.3389/fmicb.2023.1156809] [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: 02/01/2023] [Accepted: 05/08/2023] [Indexed: 06/17/2023] Open
Abstract
Omnivorous cockroaches host a complex hindgut microbiota comprised of insect-specific lineages related to those found in mammalian omnivores. Many of these organisms have few cultured representatives, thereby limiting our ability to infer the functional capabilities of these microbes. Here we present a unique reference set of 96 high-quality single cell-amplified genomes (SAGs) from bacterial and archaeal cockroach gut symbionts. We additionally generated cockroach hindgut metagenomic and metatranscriptomic sequence libraries and mapped them to our SAGs. By combining these datasets, we are able to perform an in-depth phylogenetic and functional analysis to evaluate the abundance and activities of the taxa in vivo. Recovered lineages include key genera within Bacteroidota, including polysaccharide-degrading taxa from the genera Bacteroides, Dysgonomonas, and Parabacteroides, as well as a group of unclassified insect-associated Bacteroidales. We also recovered a phylogenetically diverse set of Firmicutes exhibiting a wide range of metabolic capabilities, including-but not limited to-polysaccharide and polypeptide degradation. Other functional groups exhibiting high relative activity in the metatranscriptomic dataset include multiple putative sulfate reducers belonging to families in the Desulfobacterota phylum and two groups of methanogenic archaea. Together, this work provides a valuable reference set with new insights into the functional specializations of insect gut symbionts and frames future studies of cockroach hindgut metabolism.
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Affiliation(s)
- Helen E. Dukes
- Department of Microbiology, University of Georgia, Athens, GA, United States
| | - Kara A. Tinker
- National Energy Technology Laboratory (NETL), Pittsburgh, PA, United States
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Sun J, Wang W, Hao J. GH2 family β-galactosidases evolution using degenerate oligonucleotide gene shuffling. Biotechnol Lett 2023; 45:655-665. [PMID: 37071382 DOI: 10.1007/s10529-023-03368-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 03/20/2023] [Accepted: 03/31/2023] [Indexed: 04/19/2023]
Abstract
OBJECTIVES To improve the biochemical characteristics of the GH2 family β-galactosidases using a family shuffling method based on degenerate oligonucleotide gene shuffling. RESULTS Four β-galactosidase genes from the genus Alteromonas were divided into 14 gene segments, and each included the homologous sequence in the adjacent segments. The gene segments were regenerated into complete β-galactosidase genes and amplified by PCR. The obtained chimeric genes were cloned into a plasmid and screened for β-galactosidase activity. Approximately 320 positive clones were observed on the screening plate, of which nine sequenced genes were chimera. Additionally, the M22 and M250 mutants were expressed, purified, and characterized. The optimal temperature and substrate specificity of the recombinant M22 and M250 were consistent with those of the wild-type enzymes. The catalytic efficiency of recombinant M22 enzyme was higher than that of the wild-type enzymes, and the recombinant M250 displayed weak transglycosylation activity. CONCLUSIONS The chimeric genes of GH2 β-galactosidase were obtained using a controlled family shuffling that will provide an enzyme evolutionary method to obtain the β-galactosidases with excellent characteristics for laboratory and industrial purposes.
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Affiliation(s)
- Jingjing Sun
- Key Laboratory of Sustainable Development of Polar Fishery, Ministry of Agriculture and Rural Affairs, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, 266071, China
- Laboratory for Marine Drugs and Bioproducts, Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Wei Wang
- Key Laboratory of Sustainable Development of Polar Fishery, Ministry of Agriculture and Rural Affairs, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, 266071, China
- Laboratory for Marine Drugs and Bioproducts, Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, China
| | - Jianhua Hao
- Key Laboratory of Sustainable Development of Polar Fishery, Ministry of Agriculture and Rural Affairs, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, 266071, China.
- Laboratory for Marine Drugs and Bioproducts, Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, China.
- Jiangsu Collaborative Innovation Center for Exploitation and Utilization of Marine Biological Resource, Lianyungang, 222005, China.
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Chen C, Chen S, Wang B. A glance at the gut microbiota and the functional roles of the microbes based on marmot fecal samples. Front Microbiol 2023; 14:1035944. [PMID: 37125200 PMCID: PMC10140447 DOI: 10.3389/fmicb.2023.1035944] [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: 10/12/2022] [Accepted: 03/13/2023] [Indexed: 05/02/2023] Open
Abstract
Research on the gut microbiota, which involves a large and complex microbial community, is an important part of infectious disease control. In China, few studies have been reported on the diversity of the gut microbiota of wild marmots. To obtain full details of the gut microbiota, including bacteria, fungi, viruses and archaea, in wild marmots, we have sequenced metagenomes from five sample-sites feces on the Hulun Buir Grassland in Inner Mongolia, China. We have created a comprehensive database of bacterial, fungal, viral, and archaeal genomes and aligned metagenomic sequences (determined based on marmot fecal samples) against the database. We delineated the detailed and distinct gut microbiota structures of marmots. A total of 5,891 bacteria, 233 viruses, 236 fungi, and 217 archaea were found. The dominant bacterial phyla were Firmicutes, Proteobacteria, Bacteroidetes, and Actinomycetes. The viral families were Myoviridae, Siphoviridae, Phycodnaviridae, Herpesviridae and Podoviridae. The dominant fungi phyla were Ascomycota, Basidiomycota, and Blastocladiomycota. The dominant archaea were Biobacteria, Omoarchaea, Nanoarchaea, and Microbacteria. Furthermore, the gut microbiota was affected by host species and environment, and environment was the most important factor. There were 36,989 glycoside hydrolase genes in the microbiota, with 365 genes homologous to genes encoding β-glucosidase, cellulase, and cellulose β-1,4-cellobiosidase. Additionally, antibiotic resistance genes such as macB, bcrA, and msbA were abundant. To sum up, the gut microbiota of marmot had population diversity and functional diversity, which provides a basis for further research on the regulatory effects of the gut microbiota on the host. In addition, metagenomics revealed that the gut microbiota of marmots can degrade cellulose and hemicellulose.
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Affiliation(s)
- Chuizhe Chen
- Department of Pathology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, NHC Key Laboratory of Tropical Disease Control, School of Tropical Medicine and the Second Affiliated Hospital, Hainan Medical University, Haikou, China
| | - Shu Chen
- Medical Laboratory Center, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Bo Wang
- Department of Pathology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
- *Correspondence: Bo Wang,
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Xiaowen W, Sibo C, Lin F, Hao L, Si C, Xianfeng Y, Zhoukun L, Zhongli C, Huang Y. Characterization of a halotolerant GH2 family β-galactosidase GalM from Microvirga sp. strain MC18. Protein Expr Purif 2022; 194:106074. [PMID: 35218889 DOI: 10.1016/j.pep.2022.106074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/19/2022] [Accepted: 02/21/2022] [Indexed: 11/29/2022]
Abstract
A new glycoside hydrolase family 2 (GH2) β-galactosidase encoding gene galM was cloned from Microvirga sp. strain MC18 and overexpressed in Escherichia coli. The recombinant β-galactosidase GalM showed optimal activity at pH 7.0 and 50 °C, with a stability at pH 6.0-9.0 and 20-40 °C, which are conditions suitable for the diary environment. The Km and Vmax values for o-nitrophenyl-β-d-galactopyranoside (oNPG) were 1.30 mmol/L and 15.974 μmol/(min·mg), respectively. GalM showed low product inhibition by galactose with a Ki of 73.18 mM and high tolerance for glucose that 86.5% activity retained in the presence of 500 mM glucose. It was also stable and active in 20% of methanol, ethanol and isopropanol. In addition, the enzyme activity of GalM was activated significantly over 0-2 mol/L NaCl (1.6-4.3 fold). These favorable properties make GalM a potential candidate for the industrial application.
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Affiliation(s)
- Wang Xiaowen
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Chen Sibo
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Fan Lin
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Liu Hao
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Chen Si
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Ye Xianfeng
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Li Zhoukun
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Cui Zhongli
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Yan Huang
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, PR China.
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Xia W, Liu G, Wang D, Chen H, Zhu L, Li D. Functional convergence of Yunnan snub-nosed monkey and bamboo-eating panda gut microbiomes revealing the driving by dietary flexibility on mammal gut microbiome. Comput Struct Biotechnol J 2022; 20:685-699. [PMID: 35140888 PMCID: PMC8814018 DOI: 10.1016/j.csbj.2022.01.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 12/15/2021] [Accepted: 01/13/2022] [Indexed: 12/28/2022] Open
Abstract
The gut microbiomes of non-human primates have received a great deal of attention due to their close relationship to humans. In recent years, these studies have mainly focused on the gut microbiome of wild primates, which will be helpful to understanding the evolution of primates and their gut microbiomes (e.g., gut microbiome plasticity and diet flexibility). However, there is still a lack of basic information on the gut microbiomes from wild populations. Here, we investigated the gut microbial composition (16S rRNA gene) and function (metagenome and metagenome-assembled genomes (MAGs)) of Yunnan snub-nosed monkey populations in Weixi County, Yunnan Province, China, that had diets either completely based on wild-foraging or were regularly supplemented with human provisioned food. We found a significant difference in the gut microbiome between these two populations: the gut microbiome of the wild-foraging (no food provision) population was enriched genes involved in the detoxification of bamboo cyanide (high proportion of bamboo shoot intake) and chitin (from insect diet) digestion, while the gut microbiome of the food provisioned (e.g., fruits) wild populations were enriched genes involved in carbohydrate metabolism. Moreover, the gut microbiome of the wild-foraging population shared a putatively functional convergence with the gut microbiome of wild bamboo-eating pandas: such as microbes and genes involved in the cyanide detoxification. Therefore, the gut microbiome of the Yunnan snub-nosed monkey displayed the potential plasticity in response to diet flexibility. Long-term food-provisioning of the wild population has led to dramatic changes in gut microbial composition, function, and even antibiotic resistance. The antibiotic resistance profile for the wild Yunnan snub-nosed monkey population could be considered the baseline and an important piece of information for conservation.
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Affiliation(s)
- Wancai Xia
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, Sichuan, China
- Institute of Rare Animals and Plants, China West Normal University, Nanchong, Sichuan, China
| | - Guoqi Liu
- Mingke Biotechnology, Hangzhou, China
| | - Dali Wang
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, Sichuan, China
- Institute of Rare Animals and Plants, China West Normal University, Nanchong, Sichuan, China
| | - Hua Chen
- Mingke Biotechnology, Hangzhou, China
| | - Lifeng Zhu
- College of Life Sciences, Nanjing Normal University, Nanjing, China
- Corresponding authors at: College of Life Science, Nanjing Normal University, Nanjing, China (L. Zhu); Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), Nanchong, China West Normal University, China (D. Li).
| | - Dayong Li
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, Sichuan, China
- Institute of Rare Animals and Plants, China West Normal University, Nanchong, Sichuan, China
- Corresponding authors at: College of Life Science, Nanjing Normal University, Nanjing, China (L. Zhu); Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), Nanchong, China West Normal University, China (D. Li).
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Moroz OV, Blagova E, Lebedev AA, Sánchez Rodríguez F, Rigden DJ, Tams JW, Wilting R, Vester JK, Longhin E, Hansen GH, Krogh KBRM, Pache RA, Davies GJ, Wilson KS. Multitasking in the gut: the X-ray structure of the multidomain BbgIII from Bifidobacterium bifidum offers possible explanations for its alternative functions. Acta Crystallogr D Struct Biol 2021; 77:1564-1578. [PMID: 34866612 DOI: 10.1107/s2059798321010949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 10/20/2021] [Indexed: 11/10/2022] Open
Abstract
β-Galactosidases catalyse the hydrolysis of lactose into galactose and glucose; as an alternative reaction, some β-galactosidases also catalyse the formation of galactooligosaccharides by transglycosylation. Both reactions have industrial importance: lactose hydrolysis is used to produce lactose-free milk, while galactooligosaccharides have been shown to act as prebiotics. For some multi-domain β-galactosidases, the hydrolysis/transglycosylation ratio can be modified by the truncation of carbohydrate-binding modules. Here, an analysis of BbgIII, a multidomain β-galactosidase from Bifidobacterium bifidum, is presented. The X-ray structure has been determined of an intact protein corresponding to a gene construct of eight domains. The use of evolutionary covariance-based predictions made sequence docking in low-resolution areas of the model spectacularly easy, confirming the relevance of this rapidly developing deep-learning-based technique for model building. The structure revealed two alternative orientations of the CBM32 carbohydrate-binding module relative to the GH2 catalytic domain in the six crystallographically independent chains. In one orientation the CBM32 domain covers the entrance to the active site of the enzyme, while in the other orientation the active site is open, suggesting a possible mechanism for switching between the two activities of the enzyme, namely lactose hydrolysis and transgalactosylation. The location of the carbohydrate-binding site of the CBM32 domain on the opposite site of the module to where it comes into contact with the catalytic GH2 domain is consistent with its involvement in adherence to host cells. The role of the CBM32 domain in switching between hydrolysis and transglycosylation modes offers protein-engineering opportunities for selective β-galactosidase modification for industrial purposes in the future.
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Affiliation(s)
- Olga V Moroz
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, United Kingdom
| | - Elena Blagova
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, United Kingdom
| | - Andrey A Lebedev
- CCP4, STFC Rutherford Appleton Laboratory, Harwell Oxford, Didcot OX11 0QX, United Kingdom
| | - Filomeno Sánchez Rodríguez
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom
| | - Daniel J Rigden
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom
| | | | | | | | - Elena Longhin
- Novozymes A/S, Biologiens Vej 2, 2800 Kgs. Lyngby, Denmark
| | | | | | - Roland A Pache
- Novozymes A/S, Biologiens Vej 2, 2800 Kgs. Lyngby, Denmark
| | - Gideon J Davies
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, United Kingdom
| | - Keith S Wilson
- York Structural Biology Laboratory, Department of Chemistry, University of York, York YO10 5DD, United Kingdom
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10
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Bundhoo E, Ghoorah AW, Jaufeerally-Fakim Y. TAGOPSIN: collating taxa-specific gene and protein functional and structural information. BMC Bioinformatics 2021; 22:517. [PMID: 34688246 PMCID: PMC8541804 DOI: 10.1186/s12859-021-04429-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 10/06/2021] [Indexed: 11/25/2022] Open
Abstract
Background The wealth of biological information available nowadays in public databases has triggered an unprecedented rise in multi-database search and data retrieval for obtaining detailed information about key functional and structural entities. This concerns investigations ranging from gene or genome analysis to protein structural analysis. However, the retrieval of interconnected data from a number of different databases is very often done repeatedly in an unsystematic way. Results Here, we present TAxonomy, Gene, Ontology, Protein, Structure INtegrated (TAGOPSIN), a command line program written in Java for rapid and systematic retrieval of select data from seven of the most popular public biological databases relevant to comparative genomics and protein structure studies. The program allows a user to retrieve organism-centred data and assemble them in a single data warehouse which constitutes a useful resource for several biological applications. TAGOPSIN was tested with a number of organisms encompassing eukaryotes, prokaryotes and viruses. For example, it successfully integrated data for about 17,000 UniProt entries of Homo sapiens and 21 UniProt entries of human coronavirus. Conclusion TAGOPSIN demonstrates efficient data integration whereby manipulation of interconnected data is more convenient than doing multi-database queries. The program facilitates for instance interspecific comparative analyses of protein-coding genes in a molecular evolutionary study, or identification of taxa-specific protein domains and three-dimensional structures. TAGOPSIN is available as a JAR file at https://github.com/ebundhoo/TAGOPSIN and is released under the GNU General Public License. Supplementary Information The online version contains supplementary material available at 10.1186/s12859-021-04429-5.
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Affiliation(s)
- Eshan Bundhoo
- Department of Agricultural and Food Science, Faculty of Agriculture, University of Mauritius, Reduit, 80837, Mauritius
| | - Anisah W Ghoorah
- Department of Digital Technologies, Faculty of Information, Communication and Digital Technologies, University of Mauritius, Reduit, 80837, Mauritius.
| | - Yasmina Jaufeerally-Fakim
- Department of Agricultural and Food Science, Faculty of Agriculture, University of Mauritius, Reduit, 80837, Mauritius
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11
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Talens-Perales D, Jiménez-Ortega E, Sánchez-Torres P, Sanz-Aparicio J, Polaina J. Phylogenetic, functional and structural characterization of a GH10 xylanase active at extreme conditions of temperature and alkalinity. Comput Struct Biotechnol J 2021; 19:2676-2686. [PMID: 34093984 PMCID: PMC8148631 DOI: 10.1016/j.csbj.2021.05.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/29/2021] [Accepted: 05/01/2021] [Indexed: 01/31/2023] Open
Abstract
Endoxylanases active under extreme conditions of
temperature and alkalinity can replace the use of highly pollutant chemicals in
the pulp and paper industry. Searching for enzymes with these properties, we
carried out a comprehensive bioinformatics study of the GH10 family. The
phylogenetic analysis allowed the construction of a radial cladogram in which
protein sequences putatively ascribed as thermophilic and alkaliphilic appeared
grouped in a well-defined region of the cladogram, designated TAK Cluster. One
among five TAK sequences selected for experimental analysis (Xyn11) showed
extraordinary xylanolytic activity under simultaneous conditions of high
temperature (90 °C) and alkalinity (pH 10.5). Addition of a carbohydrate binding
domain (CBM2) at the C-terminus of the protein sequence further improved the
activity of the enzyme at high pH. Xyn11 structure, which has been solved at
1.8 Å resolution by X-ray crystallography, reveals an unusually high number of
hydrophobic, ionic and hydrogen bond atomic interactions that could account for
the enzyme’s extremophilic nature.
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Affiliation(s)
- David Talens-Perales
- Institute of Agrochemistry and Food Technology, Spanish National Research Council (CSIC), Paterna, Valencia, Spain
| | - Elena Jiménez-Ortega
- Institute of Physical-Chemistry Rocasolano, Spanish National Research Council (CSIC), Madrid, Spain
| | - Paloma Sánchez-Torres
- Institute of Agrochemistry and Food Technology, Spanish National Research Council (CSIC), Paterna, Valencia, Spain
| | - Julia Sanz-Aparicio
- Institute of Physical-Chemistry Rocasolano, Spanish National Research Council (CSIC), Madrid, Spain
| | - Julio Polaina
- Institute of Agrochemistry and Food Technology, Spanish National Research Council (CSIC), Paterna, Valencia, Spain
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12
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Eberhardt MF, Irazoqui JM, Amadio AF. β-Galactosidases from a Sequence-Based Metagenome: Cloning, Expression, Purification and Characterization. Microorganisms 2020; 9:microorganisms9010055. [PMID: 33379234 PMCID: PMC7823827 DOI: 10.3390/microorganisms9010055] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/24/2020] [Accepted: 11/25/2020] [Indexed: 12/24/2022] Open
Abstract
Stabilization ponds are a common treatment technology for wastewater generated by dairy industries. Large proportions of cheese whey are thrown into these ponds, creating an environmental problem because of the large volume produced and the high biological and chemical oxygen demands. Due to its composition, mainly lactose and proteins, it can be considered as a raw material for value-added products, through physicochemical or enzymatic treatments. β-Galactosidases (EC 3.2.1.23) are lactose modifying enzymes that can transform lactose in free monomers, glucose and galactose, or galactooligosacharides. Here, the identification of novel genes encoding β-galactosidases, identified via whole-genome shotgun sequencing of the metagenome of dairy industries stabilization ponds is reported. The genes were selected based on the conservation of catalytic domains, comparing against the CAZy database, and focusing on families with β-galactosidases activity (GH1, GH2 and GH42). A total of 394 candidate genes were found, all belonging to bacterial species. From these candidates, 12 were selected to be cloned and expressed. A total of six enzymes were expressed, and five cleaved efficiently ortho-nitrophenyl-β-galactoside and lactose. The activity levels of one of these novel β-galactosidase was higher than other enzymes reported from functional metagenomics screening and higher than the only enzyme reported from sequence-based metagenomics. A group of novel mesophilic β-galactosidases from diary stabilization ponds' metagenomes was successfully identified, cloned and expressed. These novel enzymes provide alternatives for the production of value-added products from dairy industries' by-products.
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13
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Talens-Perales D, Sánchez-Torres P, Marín-Navarro J, Polaina J. In silico screening and experimental analysis of family GH11 xylanases for applications under conditions of alkaline pH and high temperature. BIOTECHNOLOGY FOR BIOFUELS 2020; 13:198. [PMID: 33372612 PMCID: PMC7720462 DOI: 10.1186/s13068-020-01842-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 11/24/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND Xylanases are one of the most extensively used enzymes for biomass digestion. However, in many instances, their use is limited by poor performance under the conditions of pH and temperature required by the industry. Therefore, the search for xylanases able to function efficiently at alkaline pH and high temperature is an important objective for different processes that use lignocellulosic substrates, such as the production of paper pulp and biofuels. RESULTS A comprehensive in silico analysis of family GH11 sequences from the CAZY database allowed their phylogenetic classification in a radial cladogram in which sequences of known or presumptive thermophilic and alkalophilic xylanases appeared in three clusters. Eight sequences from these clusters were selected for experimental analysis. The coding DNA was synthesized, cloned and the enzymes were produced in E. coli. Some of these showed high xylanolytic activity at pH values > 8.0 and temperature > 80 °C. The best enzymes corresponding to sequences from Dictyoglomus thermophilum (Xyn5) and Thermobifida fusca (Xyn8). The addition of a carbohydrate-binding module (CBM9) to Xyn5 increased 4 times its activity at 90 °C and pH > 9.0. The combination of Xyn5 and Xyn8 was proved to be efficient for the saccharification of alkali pretreated rice straw, yielding xylose and xylooligosaccharides. CONCLUSIONS This study provides a fruitful approach for the selection of enzymes with suitable properties from the information contained in extensive databases. We have characterized two xylanases able to hydrolyze xylan with high efficiency at pH > 8.0 and temperature > 80 °C.
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Affiliation(s)
- David Talens-Perales
- Department of Food Biotechnology. Institute of Agrochemistry and Food Technology, Spanish National Research Council (IATA-CSIC), Paterna, Valencia, Spain
| | - Paloma Sánchez-Torres
- Department of Food Biotechnology. Institute of Agrochemistry and Food Technology, Spanish National Research Council (IATA-CSIC), Paterna, Valencia, Spain
| | - Julia Marín-Navarro
- Department of Food Biotechnology. Institute of Agrochemistry and Food Technology, Spanish National Research Council (IATA-CSIC), Paterna, Valencia, Spain
- Department of Biochemistry and Molecular Biology, University of Valencia, Valencia, Spain
| | - Julio Polaina
- Department of Food Biotechnology. Institute of Agrochemistry and Food Technology, Spanish National Research Council (IATA-CSIC), Paterna, Valencia, Spain.
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Genomic and transcriptomic landscapes and evolutionary dynamics of molluscan glycoside hydrolase families with implications for algae-feeding biology. Comput Struct Biotechnol J 2020; 18:2744-2756. [PMID: 33101612 PMCID: PMC7560691 DOI: 10.1016/j.csbj.2020.09.021] [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: 07/02/2020] [Revised: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 01/03/2023] Open
Abstract
Genome-wide characterization of GH families is conducted for Mollusca. GH9, GH10, GH18 and GH20 families are remarkably expanded in molluscs. The wide adoption of CBMs likely facilitates the hydrolysis of polysaccharides. Hepatopancreas is the main organ for the prominent expression of GH families. Functional divergence of GH families possibly contributes to their adaptive roles.
The hydrolysis of sugar-containing compounds by glycoside hydrolases (GHs) plays essential roles in many major biological processes, but to date our systematic understanding of the functional diversity and evolution of GH families remains largely limited to a few well-studied terrestrial animals. Molluscs represent the largest marine phylum in the animal kingdom, and many of them are herbivorous that utilize algae as a main nutritional source, making them good subjects for studying the functional diversity and adaptive evolution of GH families. In the present study, we conducted genome-wide identification and functional and evolutionary analysis of all GH families across major molluscan lineages. We revealed that the remarkable expansion of the GH9, GH10, GH18 and GH20 families and the wide adoption of carbohydrate-binding modules in molluscan expanded GH families likely contributed to the efficient hydrolysis of marine algal polysaccharides and were involved in the consolidation of molluscan algae-feeding habits. Gene expression and network analysis revealed the hepatopancreas as the main organ for the prominent expression of approximately half of the GH families (well corresponding to the digestive roles of the hepatopancreas) and key or hub GHs in the coexpression gene network with potentially diverse functionalities. We also revealed the evolutionary signs of differential expansion and functional divergence of the GH family, which possibly contributed to lineage-specific adaptation. Systematic analysis of GH families at both genomic and transcriptomic levels provides important clues for understanding the functional divergence and evolution of GH gene families in molluscs in relation to their algae-feeding biology.
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15
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Vidya C, Gnanesh Kumar B, Chinmayee C, Singh SA. Purification, characterization and specificity of a new GH family 35 galactosidase from Aspergillus awamori. Int J Biol Macromol 2020; 156:885-895. [DOI: 10.1016/j.ijbiomac.2020.04.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 03/10/2020] [Accepted: 04/05/2020] [Indexed: 10/24/2022]
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16
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Rutkiewicz M, Wanarska M, Bujacz A. Mapping the Transglycosylation Relevant Sites of Cold-Adapted β-d-Galactosidase from Arthrobacter sp. 32cB. Int J Mol Sci 2020; 21:E5354. [PMID: 32731412 PMCID: PMC7432029 DOI: 10.3390/ijms21155354] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/23/2020] [Accepted: 07/24/2020] [Indexed: 11/16/2022] Open
Abstract
β-Galactosidase from Arthrobacter sp. 32cB (ArthβDG) is a cold-adapted enzyme able to catalyze hydrolysis of β-d-galactosides and transglycosylation reaction, where galactosyl moiety is being transferred onto an acceptor larger than a water molecule. Mutants of ArthβDG: D207A and E517Q were designed to determine the significance of specific residues and to enable formation of complexes with lactulose and sucrose and to shed light onto the structural basis of the transglycosylation reaction. The catalytic assays proved loss of function mutation E517 into glutamine and a significant drop of activity for mutation of D207 into alanine. Solving crystal structures of two new mutants, and new complex structures of previously presented mutant E441Q enables description of introduced changes within active site of enzyme and determining the importance of mutated residues for active site size and character. Furthermore, usage of mutants with diminished and abolished enzymatic activity enabled solving six complex structures with galactose, lactulose or sucrose bounds. As a result, not only the galactose binding sites were mapped on the enzyme's surface but also the mode of lactulose, product of transglycosylation reaction, and binding within the enzyme's active site were determined and the glucopyranose binding site in the distal of active site was discovered. The latter two especially show structural details of transglycosylation, providing valuable information that may be used for engineering of ArthβDG or other analogous galactosidases belonging to GH2 family.
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Affiliation(s)
- Maria Rutkiewicz
- Institute of Molecular and Industrial Biotechnology, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Stefanowskiego 4/10, 90-924 Lodz, Poland;
- Macromolecular Structure and Interaction, Max Delbrück Center for Molecular Medicine, Robert-Rössle-Straße 10, 13125 Berlin, Germany
| | - Marta Wanarska
- Department of Molecular Biotechnology and Microbiology, Faculty of Chemistry, Gdansk University of Technology, Narutowicza 11/12, 80-233 Gdansk, Poland;
| | - Anna Bujacz
- Institute of Molecular and Industrial Biotechnology, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Stefanowskiego 4/10, 90-924 Lodz, Poland;
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17
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Costa OYA, de Hollander M, Pijl A, Liu B, Kuramae EE. Cultivation-independent and cultivation-dependent metagenomes reveal genetic and enzymatic potential of microbial community involved in the degradation of a complex microbial polymer. MICROBIOME 2020; 8:76. [PMID: 32482164 PMCID: PMC7265232 DOI: 10.1186/s40168-020-00836-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 03/31/2020] [Indexed: 05/04/2023]
Abstract
BACKGROUND Cultivation-independent methods, including metagenomics, are tools for the exploration and discovery of biotechnological compounds produced by microbes in natural environments. Glycoside hydrolases (GHs) enzymes are extremely desired and important in the industry of production for goods and biofuel and removal of problematic biofilms and exopolysaccharide (EPS). Biofilms and EPS are complex, requiring a wide range of enzymes for a complete degradation. The aim of this study was to identify potential GH microbial producers and GH genes with biotechnological potential, using EPS-complex structure (WH15EPS) of Acidobacteria Granulicella sp. strain WH15 as an enrichment factor, in cultivation-independent and cultivation-dependent methods. We performed stable isotope probing (SIP) combined with metagenomics on topsoil litter amended with WH15EPS and coupled solid culture-EPS amended medium with metagenomics. RESULTS SIP metagenome analysis of the soil litter demonstrated that phyla Proteobacteria, Actinobacteria, Acidobacteria, and Planctomycetes were the most abundant in WH15EPS amended and unamended treatments. The enrichment cultures in solid culture medium coupled to metagenomics demonstrated an enrichment in Proteobacteria, and the metagenome assembly of this enrichment cultures resulted in 4 metagenome-assembled genomes (MAGs) of microbes with low identity (42-86%) to known microorganisms. Among all carbohydrate-active enzymes (CAZymes) retrieved genes, glycoside transferase (GT) was the most abundant family, either in culture-independent or culture-based metagenome datasets. Within the glycoside hydrolases (GHs), GH13 was the most abundant family in both metagenome datasets. In the "heavy" fraction of the culture-independent metagenome SIP dataset, GH109 (α-N-acetylgalactosaminidases), GH117 (agarases), GH50 (agarases), GH32 (invertases and inulinases), GH17 (endoglucanases), and GH71 (mutanases) families were more abundant in comparison with the controls. Those GH families are affiliated to microorganism that are probably capable to degrade WH15EPS and potentially applicable for biofilm deconstruction. Subsequent in culture-based metagenome, the assembled 4 MAGs (unclassified Proteobacteria) also contained GH families of interest, involving mannosidases, lysozymes, galactosidases, and chitinases. CONCLUSIONS We demonstrated that functional diversity induced by the presence of WH15EPS in both culture-independent and culture-dependent approaches was enriched in GHs, such as amylases and endoglucanases that could be applied in chemical, pharmaceutical, and food industrial sectors. Furthermore, WH15EPS may be used for the investigation and isolation of yet unknown taxa, such as unclassified Proteobacteria and Planctomycetes, increasing the number of current cultured bacterial representatives with potential biotechnological traits. Video Abstract.
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Affiliation(s)
- Ohana Y A Costa
- Netherlands Institute of Ecology (NIOO-KNAW), Department of Microbial Ecology, Droevendaalsesteeg 10, 6708 PB, Wageningen, Netherlands
- Institute of Biology (IBL), Leiden University, Leiden, The Netherlands
| | - Mattias de Hollander
- Netherlands Institute of Ecology (NIOO-KNAW), Department of Microbial Ecology, Droevendaalsesteeg 10, 6708 PB, Wageningen, Netherlands
| | - Agata Pijl
- Netherlands Institute of Ecology (NIOO-KNAW), Department of Microbial Ecology, Droevendaalsesteeg 10, 6708 PB, Wageningen, Netherlands
| | - Binbin Liu
- Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Shijiazhuang, 050021, Hebei, China.
| | - Eiko E Kuramae
- Netherlands Institute of Ecology (NIOO-KNAW), Department of Microbial Ecology, Droevendaalsesteeg 10, 6708 PB, Wageningen, Netherlands.
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18
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A novel β-galactosidase from Klebsiella oxytoca ZJUH1705 for efficient production of galacto-oligosaccharides from lactose. Appl Microbiol Biotechnol 2020; 104:6161-6172. [DOI: 10.1007/s00253-020-10679-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 05/04/2020] [Accepted: 05/10/2020] [Indexed: 12/28/2022]
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19
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Míguez Amil S, Jiménez-Ortega E, Ramírez-Escudero M, Talens-Perales D, Marín-Navarro J, Polaina J, Sanz-Aparicio J, Fernandez-Leiro R. The cryo-EM Structure of Thermotoga maritima β-Galactosidase: Quaternary Structure Guides Protein Engineering. ACS Chem Biol 2020; 15:179-188. [PMID: 31874027 DOI: 10.1021/acschembio.9b00752] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Lactose intolerance is a common digestive disorder that affects a large proportion of the adult human population. The severity of the symptoms is highly variable, depending on the susceptibility to the sugar and the amount digested. For that reason, enzymes that can be used for the production of lactose-free milk and milk derivatives have acquired singular biotechnological importance. One such case is Thermotoga maritima β-galactosidase (TmLac). Here, we report the cryo-EM structure of TmLac at 2.0 Å resolution. The protein features a newly solved domain at its C-terminus, characteristic of the genus Thermotoga, which promotes a peculiar octameric arrangement. We have assessed the constraints imposed by the quaternary protein structure on the construction of hybrid versions of this GH2 enzyme. Carbohydrate binding modules (CBM) from the CBM2 and CBM9 families have been added at either the amino or carboxy terminus, and the structural and functional effects of such modifications have been analyzed. The results provide a basis for the rational design of hybrid enzymes that can be efficiently attached to different solid supports.
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Affiliation(s)
- Samuel Míguez Amil
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
| | - Elena Jiménez-Ortega
- Institute of Physical-Chemistry Rocasolano, Spanish National Research Council (CSIC), Serrano 119, 28006, Madrid, Spain
| | - Mercedes Ramírez-Escudero
- Institute of Physical-Chemistry Rocasolano, Spanish National Research Council (CSIC), Serrano 119, 28006, Madrid, Spain
| | - David Talens-Perales
- Institute of Agrochemical and Food Technology, Spanish National Research Council (CSIC), 46980-Paterna, Valencia, Spain
| | - Julia Marín-Navarro
- Institute of Agrochemical and Food Technology, Spanish National Research Council (CSIC), 46980-Paterna, Valencia, Spain
| | - Julio Polaina
- Institute of Agrochemical and Food Technology, Spanish National Research Council (CSIC), 46980-Paterna, Valencia, Spain
| | - Julia Sanz-Aparicio
- Institute of Physical-Chemistry Rocasolano, Spanish National Research Council (CSIC), Serrano 119, 28006, Madrid, Spain
| | - Rafael Fernandez-Leiro
- Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro 3, 28029, Madrid, Spain
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20
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Li S, Zhu X, Xing M. A New β-Galactosidase from the Antarctic Bacterium Alteromonas sp. ANT48 and Its Potential in Formation of Prebiotic Galacto-Oligosaccharides. Mar Drugs 2019; 17:md17110599. [PMID: 31652852 PMCID: PMC6891550 DOI: 10.3390/md17110599] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 10/19/2019] [Accepted: 10/20/2019] [Indexed: 01/26/2023] Open
Abstract
As an important medical enzyme, β-galactosidases catalyze transgalactosylation to form prebiotic Galacto-Oligosaccharides (GOS) that assist in improving the effect of intestinal flora on human health. In this study, a new glycoside hydrolase family 2 (GH2) β-galactosidase-encoding gene, galA, was cloned from the Antarctic bacterium Alteromonas sp. ANT48 and expressed in Escherichia coli. The recombinant β-galactosidase GalA was optimal at pH 7.0 and stable at pH 6.6–7.0, which are conditions suitable for the dairy environment. Meanwhile, GalA showed most activity at 50 °C and retained more than 80% of its initial activity below 40 °C, which makes this enzyme stable in normal conditions. Molecular docking with lactose suggested that GalA could efficiently recognize and catalyze lactose substrates. Furthermore, GalA efficiently catalyzed lactose degradation and transgalactosylation of GOS in milk. A total of 90.6% of the lactose in milk could be hydrolyzed within 15 min at 40 °C, and the GOS yield reached 30.9%. These properties make GalA a good candidate for further applications.
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Affiliation(s)
- Shangyong Li
- Department of Pharmacology, School of Basic Medicine, Qingdao University, Qingdao 266071, China.
| | - Xiangjie Zhu
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China.
| | - Mengxin Xing
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China.
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21
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Rutkiewicz M, Bujacz A, Wanarska M, Wierzbicka-Wos A, Cieslinski H. Active Site Architecture and Reaction Mechanism Determination of Cold Adapted β-d-galactosidase from Arthrobacter sp. 32cB. Int J Mol Sci 2019; 20:E4301. [PMID: 31484304 PMCID: PMC6747455 DOI: 10.3390/ijms20174301] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 08/25/2019] [Accepted: 08/30/2019] [Indexed: 01/15/2023] Open
Abstract
ArthβDG is a dimeric, cold-adapted β-d-galactosidase that exhibits high hydrolytic and transglycosylation activity. A series of crystal structures of its wild form, as well as its ArthβDG_E441Q mutein complexes with ligands were obtained in order to describe the mode of its action. The ArthβDG_E441Q mutein is an inactive form of the enzyme designed to enable observation of enzyme interaction with its substrate. The resulting three-dimensional structures of complexes: ArthβDG_E441Q/LACs and ArthβDG/IPTG (ligand bound in shallow mode) and structures of complexes ArthβDG_E441Q/LACd, ArthβDG/ONPG (ligands bound in deep mode), and galactose ArthβDG/GAL and their analysis enabled structural characterization of the hydrolysis reaction mechanism. Furthermore, comparative analysis with mesophilic analogs revealed the most striking differences in catalysis mechanisms. The key role in substrate transfer from shallow to deep binding mode involves rotation of the F581 side chain. It is worth noting that the 10-aa loop restricting access to the active site in mesophilic GH2 βDGs, in ArthβDG is moved outward. This facilitates access of substrate to active site. Such a permanent exposure of the entrance to the active site may be a key factor for improved turnover rate of the cold adapted enzyme and thus a structural feature related to its cold adaptation.
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Affiliation(s)
- Maria Rutkiewicz
- Institute of Technical Biochemistry, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Stefanowskiego 4/10, 90-924 Lodz, Poland
| | - Anna Bujacz
- Institute of Technical Biochemistry, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Stefanowskiego 4/10, 90-924 Lodz, Poland.
| | - Marta Wanarska
- Department of Molecular Biotechnology and Microbiology, Faculty of Chemistry, Gdansk University of Technology, Narutowicza 11/12, 80-233 Gdansk, Poland
| | - Anna Wierzbicka-Wos
- Department of Microbiology, Faculty of Biology, University of Szczecin, Felczaka 3c, 71-412 Szczecin, Poland
| | - Hubert Cieslinski
- Department of Molecular Biotechnology and Microbiology, Faculty of Chemistry, Gdansk University of Technology, Narutowicza 11/12, 80-233 Gdansk, Poland
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22
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Cui CH, Fu Y, Jeon BM, Kim SC, Im WT. Novel enzymatic elimination method for the chromatographic purification of ginsenoside Rb 3 in an isomeric mixture. J Ginseng Res 2019; 44:784-789. [PMID: 33192121 PMCID: PMC7655484 DOI: 10.1016/j.jgr.2019.08.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 05/22/2019] [Accepted: 08/12/2019] [Indexed: 01/09/2023] Open
Abstract
Background The separation of isomeric compounds from a mixture is a recurring problem in chemistry and phytochemistry research. The purification of pharmacologically active ginsenoside Rb3 from ginseng extracts is limited by the co-existence of its isomer Rb2. The aim of the present study was to develop an enzymatic elimination-combined purification method to obtain pure Rb3 from a mixture of isomers. Methods To isolate Rb3 from the isomeric mixture, a simple enzymatic selective elimination method was used. A ginsenoside-transforming glycoside hydrolase (Bgp2) was employed to selectively hydrolyze Rb2 into ginsenoside Rd. Ginsenoside Rb3 was then efficiently separated from the mixture using a traditional chromatographic method. Results Chromatographic purification of Rb3 was achieved using this novel enzymatic elimination-combined method, with 58.6-times higher yield and 13.1% less time than those of the traditional chromatographic method, with a lower minimum column length for purification. The novelty of this study was the use of a recombinant glycosidase for the selective elimination of the isomer. The isolated ginsenoside Rb3 can be used in further pharmaceutical studies. Conclusions Herein, we demonstrated a novel enzymatic elimination-combined purification method for the chromatographic purification of ginsenoside Rb3. This method can also be applied to purify other isomeric glycoconjugates in mixtures.
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Affiliation(s)
- Chang-Hao Cui
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, Jiangsu Normal University, Xuzhou, Jiangsu, China.,Intelligent Synthetic Biology Center, Daejeon, Republic of Korea
| | - Yaoyao Fu
- The Key Laboratory of Biotechnology for Medicinal Plant of Jiangsu Province, Jiangsu Normal University, Xuzhou, Jiangsu, China
| | - Byeong-Min Jeon
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sun-Chang Kim
- Intelligent Synthetic Biology Center, Daejeon, Republic of Korea.,Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.,KAIST Institute for Biocentury, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Wan-Taek Im
- Department of Biological Sciences, Hankyong National University, Anseong City, Kyonggi-Do, Republic of Korea
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23
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Satya P, Chakraborty A, Sarkar D, Karan M, Das D, Mandal NA, Saha D, Datta S, Ray S, Kar CS, Karmakar PG, Mitra J, Singh NK. Transcriptome profiling uncovers β-galactosidases of diverse domain classes influencing hypocotyl development in jute (Corchorus capsularis L.). PHYTOCHEMISTRY 2018; 156:20-32. [PMID: 30172937 DOI: 10.1016/j.phytochem.2018.08.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 07/21/2018] [Accepted: 08/21/2018] [Indexed: 05/25/2023]
Abstract
Enzyme β-galactosidase (EC 3.2.1.23) is known to influence vascular differentiation during early vegetative growth of plants, but its role in hypocotyl development is not yet fully understood. We generated the hypocotyl transcriptome data of a hypocotyl-defect jute (Corchorus capsularis L.) mutant (52,393 unigenes) and its wild-type (WT) cv. JRC-212 (44,720 unigenes) by paired-end RNA-seq and identified 11 isoforms of β-galactosidase, using a combination of sequence annotation, domain identification and structural-homology modeling. Phylogenetic analysis classified the jute β-galactosidases into six subfamilies of glycoside hydrolase-35 family, which are closely related to homologs from Malvaceous species. We also report here the expression of a β-galactosidase of glycoside hydrolase-2 family that was earlier considered to be absent in higher plants. Comparative analysis of domain structure allowed us to propose a domain-centric evolution of the five classes of plant β-galactosidases. Further, we observed 1.8-12.2-fold higher expression of nine β-galactosidase isoforms in the mutant hypocotyl, which was characterized by slower growth, undulated shape and deformed cell wall. In vitro and in vivo β-galactosidase activities were also higher in the mutant hypocotyl. Phenotypic analysis supported a significant (P ≤ 0.01) positive correlation between enzyme activity and undulated hypocotyl. Taken together, our study identifies the complete set of β-galactosidases expressed in the jute hypocotyl, and provides compelling evidence that they may be involved in cell wall degradation during hypocotyl development.
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Affiliation(s)
- Pratik Satya
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India.
| | - Avrajit Chakraborty
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Debabrata Sarkar
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Maya Karan
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Debajeet Das
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Nur Alam Mandal
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Dipnarayan Saha
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Subhojit Datta
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Soham Ray
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Chandan Sourav Kar
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Pran Gobinda Karmakar
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Jiban Mitra
- ICAR-Central Research Institute for Jute and Allied Fibres, Nilganj, Barrackpore, Kolkata, 700 120, West Bengal, India
| | - Nagendra Kumar Singh
- ICAR-National Research Centre on Plant Biotechnology, Pusa Campus, New Delhi, 110 012, India
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24
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Yang S, Gao X, Meng J, Zhang A, Zhou Y, Long M, Li B, Deng W, Jin L, Zhao S, Wu D, He Y, Li C, Liu S, Huang Y, Zhang H, Zou L. Metagenomic Analysis of Bacteria, Fungi, Bacteriophages, and Helminths in the Gut of Giant Pandas. Front Microbiol 2018; 9:1717. [PMID: 30108570 PMCID: PMC6080571 DOI: 10.3389/fmicb.2018.01717] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/10/2018] [Indexed: 11/13/2022] Open
Abstract
To obtain full details of gut microbiota, including bacteria, fungi, bacteriophages, and helminths, in giant pandas (GPs), we created a comprehensive microbial genome database and used metagenomic sequences to align against the database. We delineated a detailed and different gut microbiota structures of GPs. A total of 680 species of bacteria, 198 fungi, 185 bacteriophages, and 45 helminths were found. Compared with 16S rRNA sequencing, the dominant bacterium phyla not only included Proteobacteria, Firmicutes, Bacteroidetes, and Actinobacteria but also Cyanobacteria and other eight phyla. Aside from Ascomycota, Basidiomycota, and Glomeromycota, Mucoromycota, and Microsporidia were the dominant fungi phyla. The bacteriophages were predominantly dsDNA Myoviridae, Siphoviridae, Podoviridae, ssDNA Inoviridae, and Microviridae. For helminths, phylum Nematoda was the dominant. In addition to previously described parasites, another 44 species of helminths were found in GPs. Also, differences in abundance of microbiota were found between the captive, semiwild, and wild GPs. A total of 1,739 genes encoding cellulase, β-glucosidase, and cellulose β-1,4-cellobiosidase were responsible for the metabolism of cellulose, and 128,707 putative glycoside hydrolase genes were found in bacteria/fungi. Taken together, the results indicated not only bacteria but also fungi, bacteriophages, and helminths were diverse in gut of giant pandas, which provided basis for the further identification of role of gut microbiota. Besides, metagenomics revealed that the bacteria/fungi in gut of GPs harbor the ability of cellulose and hemicellulose degradation.
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Affiliation(s)
- Shengzhi Yang
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Xin Gao
- Department of Nutrition and Food Science, University of Maryland, College Park, College Park, MD, United States
| | - Jianghong Meng
- Department of Nutrition and Food Science, University of Maryland, College Park, College Park, MD, United States
| | - Anyun Zhang
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Yingmin Zhou
- The China Conservation and Research Center for the Giant Panda, Wolong, China
| | - Mei Long
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Bei Li
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Wenwen Deng
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Lei Jin
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Siyue Zhao
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Daifu Wu
- The China Conservation and Research Center for the Giant Panda, Wolong, China
| | - Yongguo He
- The China Conservation and Research Center for the Giant Panda, Wolong, China
| | - Caiwu Li
- The China Conservation and Research Center for the Giant Panda, Wolong, China
| | - Shuliang Liu
- College of Food Science, Sichuan Agricultural University, Ya’an, China
| | - Yan Huang
- The China Conservation and Research Center for the Giant Panda, Wolong, China
- Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park (China Conservation and Research Center of Giant Panda), Wolong, China
| | - Hemin Zhang
- The China Conservation and Research Center for the Giant Panda, Wolong, China
- Key Laboratory of State Forestry and Grassland Administration on Conservation Biology of Rare Animals in The Giant Panda National Park (China Conservation and Research Center of Giant Panda), Wolong, China
| | - Likou Zou
- Department of Applied Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
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