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Hotopp AM, Olsen BJ, Ishaq SL, Frey SD, Kovach AI, Kinnison MT, Gigliotti FN, Roeder MR, Cammen KM. Plumage microorganism communities of tidal marsh sparrows. iScience 2024; 27:108668. [PMID: 38230264 PMCID: PMC10790016 DOI: 10.1016/j.isci.2023.108668] [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: 06/16/2023] [Revised: 11/02/2023] [Accepted: 12/05/2023] [Indexed: 01/18/2024] Open
Abstract
Microorganism communities can shape host phenotype evolution but are often comprised of thousands of taxa with varied impact on hosts. Identification of taxa influencing host evolution relies on first describing microorganism communities and acquisition routes. Keratinolytic (keratin-degrading) microorganisms are hypothesized to be abundant in saltmarsh sediments and to contribute to plumage evolution in saltmarsh-adapted sparrows. Metabarcoding was used to describe plumage bacterial (16S rRNA) and fungal (ITS) communities in three sparrow species endemic to North America's Atlantic coast saltmarshes. Results describe limited within-species variability and moderate host species-level patterns in microorganism diversity and community composition. A small percentage of overall microorganism diversity was comprised of potentially keratinolytic microorganisms, warranting further functional studies. Distinctions between plumage and saltmarsh sediment bacteria, but not fungal, communities were detected, suggesting multiple bacterial acquisition routes and/or vertebrate host specialization. This research lays groundwork for future testing of causal links between microorganisms and avian host evolution.
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Affiliation(s)
- Alice M. Hotopp
- School of Biology and Ecology, University of Maine, Orono, ME 04469, USA
| | - Brian J. Olsen
- School of Biology and Ecology, University of Maine, Orono, ME 04469, USA
- Maine Center for Genetics in the Environment, University of Maine, Orono, ME 04469, USA
| | - Suzanne L. Ishaq
- School of Food and Agriculture, University of Maine, Orono, ME 04469, USA
| | - Serita D. Frey
- Department of Natural Resources and the Environment, University of New Hampshire, Durham, NH 03824, USA
| | - Adrienne I. Kovach
- Department of Natural Resources and the Environment, University of New Hampshire, Durham, NH 03824, USA
| | - Michael T. Kinnison
- School of Biology and Ecology, University of Maine, Orono, ME 04469, USA
- Maine Center for Genetics in the Environment, University of Maine, Orono, ME 04469, USA
| | - Franco N. Gigliotti
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT 06269, USA
| | | | - Kristina M. Cammen
- School of Marine Sciences, University of Maine, Orono, ME 04469, USA
- Maine Center for Genetics in the Environment, University of Maine, Orono, ME 04469, USA
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Wang H, Yan B, Wu Y, Yin M, Wang M, Fu C. Microbial community diversity and potential functionality in response to dam construction along the Three Gorge Reservoir, China. Front Microbiol 2023; 14:1218806. [PMID: 37799598 PMCID: PMC10547884 DOI: 10.3389/fmicb.2023.1218806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 09/01/2023] [Indexed: 10/07/2023] Open
Abstract
River and reservoir bacterial communities are the most basic part of river biomes and ecosystem structure, and play an important role in river biological processes. Yet, it remains unclear how highly regulated dam reservoirs affect both soil and sediment bacterial communities. A temporal distribution pattern of bacterial communities was investigated using Illumina MiSeq sequencing in a transition section of the Three Gorges Reservoir (TGR). In total, 106,682 features belong to the bacteria kingdom, encompassing 95 phyla, 228 classes, 514 orders, 871 families, 1959 genera, and 3,053 species. With water level regulation, Shannon diversity index, and observed species differed significantly, with no significant difference in Simpson evenness. Both in the high water level period (October) and the low water level period (June), Proteobacteria, Acidobacteri, and Chloroflexi were the most abundant phyla. Whereas, based on PCA plots and Circos plot, the microbial community structure has changed significantly. LEfSe method was used to identify the classified bacterial taxa with significant abundance differences between the low water level and high water level periods. KOs (KEGG Orthology) pathway enrichment analysis were conducted to investigate functional and related metabolic pathways in groups. To some extent, it can be inferred that water level regulation affects community growth by affecting the metabolism of the microbial community.
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Affiliation(s)
- Huan Wang
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
- Chongqing Landscape and Gardening Research Institute, Chongqing, China
- Chongqing Key Laboratory of Germplasm Innovation and Utilization of Native Plants, Chongqing, China
| | - Bin Yan
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
| | - Yan Wu
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
| | - Maoyun Yin
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
| | - Maoqing Wang
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
| | - Chuan Fu
- Chongqing Key Laboratory of Water Environment Evolution and Pollution Control in Three Gorges Reservoir, Chongqing Three Gorges University, Wanzhou, China
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Heo S, Cho S, Dinh PTN, Park J, Jin DH, Cha J, Kim YK, Koh YJ, Lee SH, Lee JH. A genome-wide association study for eumelanin pigmentation in chicken plumage using a computer vision approach. Anim Genet 2023; 54:355-362. [PMID: 36855963 DOI: 10.1111/age.13303] [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: 07/25/2022] [Revised: 11/28/2022] [Accepted: 01/26/2023] [Indexed: 03/02/2023]
Abstract
Chicken plumage colouration is an important trait related to productivity in poultry industry. Therefore, the genetic basis for pigmentation in chicken plumage is an area of great interest. However, the colour trait is generally regarded as a qualitative trait and representing colour variations is difficult. In this study, we developed a method to quantify and classify colour using an F2 population crossed from two pure lines: White Leghorn and the Korean indigenous breed Yeonsan Ogye. Using red, green, and blue values in the cropped body region, we identified significant genomic regions on chromosomes 33:3 160 480-7 447 197 and Z:78 748 287-79 173 793. Furthermore, we identified two potential candidate genes (PMEL and MTAP) that might have significant effects on melanin-based plumage pigmentation. Our study presents a new phenotyping method using a computer vision approach and provides new insights into the genetic basis of melanin-based feather colouration in chickens.
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Affiliation(s)
- Seonyeong Heo
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea
| | - Sunghyun Cho
- Research and Development Center, Insilicogen Inc., Yongin, South Korea
| | | | - Jongho Park
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea
| | - Dae-Hyeok Jin
- Animal Genetic Resources Research Center, National Institute of Animal Science, Rural Development Administration, Hamyang, South Korea
| | - Jihye Cha
- Animal Genome & Bioinformatics, National Institute of Animal Science, Rural Development Administration, Wanju, South Korea
| | - Young-Kuk Kim
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea.,Department of Computer Science & Engineering, Chungnam National University, Daejeon, South Korea
| | - Yeong Jun Koh
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea.,Department of Computer Science & Engineering, Chungnam National University, Daejeon, South Korea
| | - Seung Hwan Lee
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea.,Division of Animal and Dairy Science, Chungnam National University, Daejeon, South Korea
| | - Jun Heon Lee
- Department of Bio-AI Convergence, Chungnam National University, Daejeon, South Korea.,Division of Animal and Dairy Science, Chungnam National University, Daejeon, South Korea
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Guo Q, Jiang Y, Wang Z, Bi Y, Chen G, Bai H, Chang G. Genome-Wide Analysis Identifies Candidate Genes Encoding Feather Color in Ducks. Genes (Basel) 2022; 13:genes13071249. [PMID: 35886032 PMCID: PMC9317390 DOI: 10.3390/genes13071249] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/05/2022] [Accepted: 07/11/2022] [Indexed: 12/14/2022] Open
Abstract
Comparative population genomics and genome-wide association studies (GWAS) offer opportunities to discover human-driven detectable signatures within the genome. From the point of view of evolutionary biology, the identification of genes associated with the domestication of traits is of interest for the elucidation of the selection of these traits. To this end, an F2 population of ducks, consisting of 275 ducks, was genotyped using a whole genome re-sequence containing 12.6 Mb single nucleotide polymorphisms (SNPs) and four plumage colors. GWAS was used to identify the candidate and potential SNPs of four plumage colors in ducks (white, spot, grey, and black plumage). In addition, FST and genetic diversity (π ratio) were used to screen signals of the selective sweep, which relate to the four plumage colors. Major genomic regions associated with white, spotted, and black feathers overlapped with their candidate selection regions, whereas no such overlap was observed with grey plumage. In addition, MITF and EDNRB2 are functional candidate genes that contribute to white and black plumage due to their indirect involvement in the melanogenesis pathway. This study provides new insights into the genetic factors that may influence the diversity of plumage color.
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Affiliation(s)
- Qixin Guo
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
| | - Yong Jiang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
| | - Zhixiu Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
| | - Yulin Bi
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
| | - Guohong Chen
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
| | - Hao Bai
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Yangzhou University, Yangzhou 225009, China
- Correspondence: (H.B.); (G.C.); Tel.: +86-187-9660-8824 (H.B.); +86-178-5197-5060 (G.C.)
| | - Guobin Chang
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China; (Q.G.); (Y.J.); (Z.W.); (Y.B.); (G.C.)
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, The Ministry of Education of China, Yangzhou University, Yangzhou 225009, China
- Correspondence: (H.B.); (G.C.); Tel.: +86-187-9660-8824 (H.B.); +86-178-5197-5060 (G.C.)
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Al Rubaiee Z, Al Murayati H, Tobolka M, Tryjanowski P, Møller AP. Not so black, not so white: differences in microorganism load of contiguous feathers from white stork chicks. Curr Zool 2021; 67:263-270. [PMID: 34616918 PMCID: PMC8489003 DOI: 10.1093/cz/zoaa062] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 10/02/2020] [Indexed: 11/13/2022] Open
Abstract
Many organisms are characterized by strikingly contrasting black and white coloration, but the function of such contrasts has been inadequately studied. In this article, we tested the function of black and white contrasting plumage in white stork Ciconia ciconia chicks. We found greater abundance and diversity of microorganisms on black compared with adjacent white feathers. In addition, nest size was positively correlated with the abundance and diversity of microorganisms on white feathers. Flight initiation distance (FID), defined as the distance at which adult white storks took flight when approached by a human, was negatively correlated with most measurements of microorganism abundance. Breeding success was generally positively correlated with the abundance and diversity of microorganisms on black feathers. The feather growth rate was positively correlated with some and negatively correlated with other measurements of microbial abundance and diversity. Finally, chick growth was negatively correlated with the number of microbial species on black feathers and positively with the abundance and diversity of microorganisms on white feathers. These findings are consistent not only with the role of microorganisms in the maintenance of a benign microbial environment which differs between black and white feathers, but also with the hypothesis that several taxa of microorganisms found in black and white plumage are virulent, with negative effects on the fitness of their hosts.
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Affiliation(s)
- Zaid Al Rubaiee
- Department of Biology, College of Science, Mustansiriya University, Baghdad, Iraq
| | - Haider Al Murayati
- Department of Biology, College of Science, Mustansiriya University, Baghdad, Iraq
| | - Marcin Tobolka
- Institute of Zoology, Poznań University of Life Sciences, Poznań, PL-60-625, Poland
| | - Piotr Tryjanowski
- Institute of Zoology, Poznań University of Life Sciences, Poznań, PL-60-625, Poland
| | - Anders Pape Møller
- Ecologie Systématique Evolution, Université Paris-Sud, CNRS, AgroParisTech, Université Paris-Saclay, Orsay Cedex, F-91405, France
- College of Life Sciences, Beijing Normal University, Beijing, 100875, China
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Graves GR, Matterson KO, Milensky CM, Schmidt BK, O'Mahoney MJV, Drovetski SV. Does solar irradiation drive community assembly of vulture plumage microbiotas? Anim Microbiome 2020; 2:24. [PMID: 33499993 PMCID: PMC7807431 DOI: 10.1186/s42523-020-00043-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 06/30/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Stereotyped sunning behaviour in birds has been hypothesized to inhibit keratin-degrading bacteria but there is little evidence that solar irradiation affects community assembly and abundance of plumage microbiota. The monophyletic New World vultures (Cathartiformes) are renowned for scavenging vertebrate carrion, spread-wing sunning at roosts, and thermal soaring. Few avian species experience greater exposure to solar irradiation. We used 16S rRNA sequencing to investigate the plumage microbiota of wild individuals of five sympatric species of vultures in Guyana. RESULTS The exceptionally diverse plumage microbiotas (631 genera of Bacteria and Archaea) were numerically dominated by bacterial genera resistant to ultraviolet (UV) light, desiccation, and high ambient temperatures, and genera known for forming desiccation-resistant endospores (phylum Firmicutes, order Clostridiales). The extremophile genera Deinococcus (phylum Deinococcus-Thermus) and Hymenobacter (phylum, Bacteroidetes), rare in vertebrate gut microbiotas, accounted for 9.1% of 2.7 million sequences (CSS normalized and log2 transformed). Five bacterial genera known to exhibit strong keratinolytic capacities in vitro (Bacillus, Enterococcus, Pseudomonas, Staphylococcus, and Streptomyces) were less abundant (totaling 4%) in vulture plumage. CONCLUSIONS Bacterial rank-abundance profiles from melanized vulture plumage have no known analog in the integumentary systems of terrestrial vertebrates. The prominence of UV-resistant extremophiles suggests that solar irradiation may play a significant role in the assembly of vulture plumage microbiotas. Our results highlight the need for controlled in vivo experiments to test the effects of UV on microbial communities of avian plumage.
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Affiliation(s)
- Gary R Graves
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20013, USA.
- Center for Macroecology, Evolution, and Climate, Globe Institute, University of Copenhagen, DK-2100, Copenhagen Ø, Denmark.
| | - Kenan O Matterson
- Department of Biological, Geological and Environmental Sciences (BiGeA), University of Bologna, 48100, Ravenna, Italy
| | - Christopher M Milensky
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20013, USA
| | - Brian K Schmidt
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20013, USA
| | - Michael J V O'Mahoney
- Department of Invertebrate Zoology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20013, USA
| | - Sergei V Drovetski
- Laboratories of Analytical Biology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20013, USA
- Current address: USGS Patuxent Wildlife Research Center, 10300 Baltimore Avenue, BARC-East Bldg. 308, Beltsville, MD, 20705, USA
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