Abstract
The divergence of gut bacterial community on broiler chickens
has been reported as potentially possible keys to enhancing
nutrient absorption, immune systems, and increasing
poultry health and performance. Thus, we compared cecal
bacterial communities and functional predictions by sex and
body weight regarding the association between cecal microbiota
and chicken growth performance. In this study, a total
of 12 male and 12 female 1-day-old broiler chickens were
raised for 35 days in 2 separate cages. Chickens were divided
into 3 subgroups depending on body weight (low, medium,
and high) by each sex. We compared chicken cecal microbiota
compositions and its predictive functions by sex and body
weight difference. We found that bacterial 16S rRNA genes
were classified as 3 major phyla (Bacteroidetes, Firmicutes,
and Proteobacteria), accounting for > 98% of the total bacterial
community. The profiling of different bacterial taxa and
predictive metagenome functions derived from 16S rRNA
genes were performed over chicken sex and bodyweight. Male
chickens were related to the enrichment of Bacteroides while
female chickens were to the enrichment of Clostridium and
Shigella. Male chickens with high body weight were associated
with the enrichment of Faecalibacterium and Shuttleworthia.
Carbohydrate and lipid metabolisms were suggested as candidate
functions for weight gain in the males. This suggests
that the variation of cecal bacterial communities and their
functions by sex and body weight may be associated with the
differences in the growth potentials of broiler chickens.
Citations
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Yanru Liang, Yaqi Chang, Yueqin Xie, Qinteng Hou, Hua Zhao, Guangmang Liu, Xiaoling Chen, Gang Tian, Jingyi Cai, Gang Jia
Poultry Science.2024; 103(5): 103610. CrossRef - The effect of sex and dietary crude protein level on nutrient transporter gene expression and cecal microbiota populations in broiler chickens
Ashley D. England, Sara de las Heras-Saldana, Kosar Gharib-Naseri, Sarbast K. Kheravii, Shu-Biao Wu
Poultry Science.2024; 103(2): 103268. CrossRef - Morphological features of the feral pigeon’s (Columba livia f. urbana) digestive system
I. O. Кolomak
Journal for Veterinary Medicine, Biotechnology and Biosafety.2024; 10(1): 7. CrossRef - Microbial community profiling in intestinal tract of indigenous chickens from different villages
Mokoma Eunice Mootane, Thendo Mafuna, Tondani Madeleine Ramantswana, Dikeledi Petunia Malatji
Scientific Reports.2024;[Epub] CrossRef - The Effect of including a Mixed-Enzyme Product in Broiler Diets on Performance, Metabolizable Energy, Phosphorus and Calcium Retention
Harriet Walker, Suvi Vartiainen, Juha Apajalahti, Jules Taylor-Pickard, Ivana Nikodinoska, Colm A. Moran
Animals.2024; 14(2): 328. CrossRef - Integrating microbial 16S rRNA sequencing and non-targeted metabolomics to reveal sexual dimorphism of the chicken cecal microbiome and serum metabolome
Yongxian Yang, Fuping Zhang, Xuan Yu, Liqi Wang, Zhong Wang
Frontiers in Microbiology.2024;[Epub] CrossRef - Dynamic effects of black soldier fly larvae meal on the cecal bacterial microbiota and prevalence of selected antimicrobial resistant determinants in broiler chickens
Calvin Ho-Fung Lau, Sabrina Capitani, Yuan-Ching Tien, Lou Ann Verellen, Munene Kithama, Hellen Kang, Elijah G. Kiarie, Edward Topp, Moussa S. Diarra, Michael Fruci
Animal Microbiome.2024;[Epub] CrossRef - Assessing the impact of hatching system and body weight on the growth performance, caecal short-chain fatty acids, and microbiota composition and functionality in broilers
Muhammad Zeeshan Akram, Ester Arévalo Sureda, Luke Comer, Matthias Corion, Nadia Everaert
Animal Microbiome.2024;[Epub] CrossRef - Are there consistent effects of gut microbiota composition on performance, productivity and condition in poultry?
Kateřina Marková, Jakub Kreisinger, Michal Vinkler
Poultry Science.2024; 103(6): 103752. CrossRef - Sex‐specific genetic parameter estimates of body weight in Mazandaran indigenous chickens
Mohammad Esmaeili, Mohsen Gholizadeh, Hasan Hafezian, Ayoub Farhadi
Journal of Animal Breeding and Genetics.2024; 141(4): 465. CrossRef - A catalog of microbial genes and metagenome-assembled genomes from the quail gut microbiome
Xinwei Xiong, Yousheng Rao, Jinge Ma, Zhangfeng Wang, Qin He, Jishang Gong, Wentao Sheng, Jiguo Xu, Xuenong Zhu, Yuwen Tan, Yanbei Yang
Poultry Science.2023; 102(10): 102931. CrossRef - Plant essential oils improve growth performance by increasing antioxidative capacity, enhancing intestinal barrier function, and modulating gut microbiota in Muscovy ducks
Chaoyue Ge, Xinyu Luo, Lianchi Wu, Yujie Lv, Zhaoying Hu, Dongyou Yu, Bing Liu
Poultry Science.2023; 102(8): 102813. CrossRef - The Development of Gut Microbiota and Its Changes Following C. jejuni Infection in Broilers
Walid Ghazi Al Hakeem, Keila Y. Acevedo Villanueva, Ramesh K. Selvaraj
Vaccines.2023; 11(3): 595. CrossRef - Growing Patterns of the Branca Chicken Breed—Concentrate vs. Maize-Based Diet
Laura Soares, Fernando Mata, Joaquim L. Cerqueira, José Araújo
Agriculture.2023; 13(12): 2282. CrossRef - Regulation of poultry lipid metabolism by dietary fibre: a review
Hua Zhou, Lei Yang, Tiande Zou, Qiufen Li, Mingren Qu, Jingming You, Guanhong Li
World's Poultry Science Journal.2023; 79(3): 485. CrossRef - Effect of water supplementation of Magic oil at different growing periods on growth performance, carcass traits, blood biochemistry, and ileal histomorphology of broiler chickens
Elsayed O.S. Hussein, Gamaleldin M. Suliman, Abdullah N. Al-Owaimer, Hani H. Al-Baadani, Maged A. Al-Garadi, Hani A. Ba-Awadh, Mohammed M. Qaid, Ayman A. Swelum
Poultry Science.2023; 102(8): 102775. CrossRef - Versatile, vigilance, and gut microbiome support the priority of high-ranking hens
Zhijiang Xie, Limin Xing, Mengqiao Zhao, Lei Zhao, Jinling Liu, Yushan Li, Jiankang Gan, Siyu Chen, Hua Li
Frontiers in Veterinary Science.2023;[Epub] CrossRef - Anaerobutyricum and Subdoligranulum Are Differentially Enriched in Broilers with Disparate Weight Gains
Jing Liu, Kelsy Robinson, Wentao Lyu, Qing Yang, Jing Wang, Karen D. Christensen, Guolong Zhang
Animals.2023; 13(11): 1834. CrossRef - Inonotus obliquus polysaccharide are linear molecules that alter the abundance and composition of intestinal microbiota in Sprague Dawley rats
Songqing Liu, Wenjing Zhou, Xin Deng, Wei Jiang, Yanping Wang, Jiasui Zhan, Binhong Hu
Frontiers in Nutrition.2023;[Epub] CrossRef - Host genotype affects endotoxin release in excreta of broilers at slaughter age
F. Marcato, J. M. J. Rebel, S. K. Kar, I. M. Wouters, D. Schokker, A. Bossers, F. Harders, J. W. van Riel, M. Wolthuis-Fillerup, I. C. de Jong
Frontiers in Genetics.2023;[Epub] CrossRef - Phenotype Alterations in the Cecal Ecosystem Involved in the Asymptomatic Intestinal Persistence of Paratyphoid Salmonella in Chickens
Michael H. Kogut, Mariano Enrique Fernandez Miyakawa
Animals.2023; 13(18): 2824. CrossRef - Long-Term Dietary Fish Meal Substitution with the Black Soldier Fly Larval Meal Modifies the Caecal Microbiota and Microbial Pathway in Laying Hens
Junliang Zhao, Takuma Ban, Hironori Miyawaki, Hirofumi Hirayasu, Akihisa Izumo, Shun-ichiro Iwase, Koji Kasai, Kiyonori Kawasaki
Animals.2023; 13(16): 2629. CrossRef - Sex-based responses of heat stress and subsequent recovery on the growth performance, metabolic changes, and redox status of broilers at market age
Ding Jinxue, Sun Shiang, Song Kai, Xiong Yongjie, He Shaojun
International Journal of Biometeorology.2023; 67(10): 1669. CrossRef - Dietary fiber modulates abdominal fat deposition associated with cecal microbiota and metabolites in yellow chickens
Xiaoyan Cui, Zhongyong Gou, Zongyong Jiang, Long Li, Xiajing Lin, Qiuli Fan, Yibing Wang, Shouqun Jiang
Poultry Science.2022; 101(4): 101721. CrossRef - Microbiota and Transcriptomic Effects of an Essential Oil Blend and Its Delivery Route Compared to an Antibiotic Growth Promoter in Broiler Chickens
Samson Oladokun, K. Fraser Clark, Deborah I. Adewole
Microorganisms.2022; 10(5): 861. CrossRef - Effect of stocking density on performance, meat quality and cecal bacterial communities of yellow feather broilers
Laidi Wang, Lingling Kong, Xiaodan Hu, Hao Bai, Zhixiu Wang, Yong Jiang, Yulin Bi, Guobin Chang, Guohong Chen
Animal Biotechnology.2022; 33(6): 1322. CrossRef - Potential Probiotics Role in Excluding Antibiotic Resistance
Irfan Ahmed, Zhengtian Li, Sharoon Shahzad, Saima Naveed, Ahmad Kamran Khan, Ayesha Ahmed, Zahid Kamran, Muhammad Yousaf, Shakeel Ahmad, Gulnaz Afzal, Hafiz Ishfaq Ahmad, Nasim Ahmad Yasin, Junjing Jia, Mubashir Hussain, Shahzad Munir, Ali Akbar
Journal of Food Quality.2022; 2022: 1. CrossRef - Delayed access to feed early post-hatch affects the development and maturation of gastrointestinal tract microbiota in broiler chickens
Monika Proszkowiec-Weglarz, Katarzyna B. Miska, Laura E. Ellestad, Lori L. Schreier, Stanislaw Kahl, Nadia Darwish, Philip Campos, Jonathan Shao
BMC Microbiology.2022;[Epub] CrossRef - Effect of Two Soybean Varieties Treated with Different Heat Intensities on Ileal and Caecal Microbiota in Broiler Chickens
Florian Hemetsberger, Benjamin Zwirzitz, Nadia Yacoubi, Wolfgang Kneifel, Karl Schedle, Konrad J. Domig
Animals.2022; 12(9): 1109. CrossRef - Comparison of organic acids supplementation on the growth performance, intestinal characteristics and morphology, and cecal microflora in broilers fed corn-soybean meal diet
Hao Yang Sun, Hong Bin Zhou, Yang Liu, Yue Wang, Cheng Zhao, Liang Mei Xu
Animal Bioscience.2022; 35(11): 1689. CrossRef - Centennial Review: Factors affecting the chicken gastrointestinal microbial composition and their association with gut health and productive performance
Yugal Raj Bindari, Priscilla F. Gerber
Poultry Science.2022; 101(1): 101612. CrossRef - A carvacrol-based product reduces Campylobacter jejuni load and alters microbiota composition in the caeca of chickens
Marion Allaoua, Elsa Bonnafé, Pierre Etienne, Virginie Noirot, Jean-François Gabarrou, Adrien Castinel, Géraldine Pascal, Vincent Darbot, Michel Treilhou, Sylvie Combes
Journal of Applied Microbiology.2022; 132(6): 4501. CrossRef - The replacement of bacitracin methylene disalicylate with Bacillus subtilis PB6 in the diet of male Cherry Valley Ducks reduces the feed conversion ratio by improving intestinal health and modulating gut microbiota
Qianqian Zhang, Jian Li, Guixiang Wang, Lizhi Wang, Zhiming Zhang, Zhengfeng Fang, Yan Lin, Shengyu Xu, Bin Feng, Yong Zhuo, Lun Hua, Xuemei Jiang, Xilun Zhao, De Wu, Lianqiang Che
Poultry Science.2022; 101(11): 102155. CrossRef - Novel strategies to improve chicken performance and welfare by unveiling host-microbiota interactions through hologenomics
Núria Tous, Sofia Marcos, Farshad Goodarzi Boroojeni, Ana Pérez de Rozas, Jürgen Zentek, Andone Estonba, Dorthe Sandvang, M. Thomas P. Gilbert, Enric Esteve-Garcia, Robert Finn, Antton Alberdi, Joan Tarradas
Frontiers in Physiology.2022;[Epub] CrossRef - Role of Physiology, Immunity, Microbiota, and Infectious Diseases in the Gut Health of Poultry
Samiru S. Wickramasuriya, Inkyung Park, Kyungwoo Lee, Youngsub Lee, Woo H. Kim, Hyoyoun Nam, Hyun S. Lillehoj
Vaccines.2022; 10(2): 172. CrossRef - The avian gut microbiota: Diversity, influencing factors, and future directions
Fengfei Sun, Junfeng Chen, Kai Liu, Meizhen Tang, Yuewei Yang
Frontiers in Microbiology.2022;[Epub] CrossRef - A Probabilistic Structural Equation Model to Evaluate Links between Gut Microbiota and Body Weights of Chicken Fed or Not Fed Insect Larvae
Johann Detilleux, Nassim Moula, Edwin Dawans, Bernard Taminiau, Georges Daube, Pascal Leroy
Biology.2022; 11(3): 357. CrossRef - Feed Safety and the Development of Poultry Intestinal Microbiota
Dragana Stanley, Yadav Sharma Bajagai
Animals.2022; 12(20): 2890. CrossRef - Factors Affecting Breast Myopathies in Broiler Chickens and Quality of Defective Meat: A Meta-Analysis
Francesco Bordignon, Gerolamo Xiccato, Marija Boskovic Cabrol, Marco Birolo, Angela Trocino
Frontiers in Physiology.2022;[Epub] CrossRef - Effects of therapeutic levels of dietary antibiotics on the cecal microbiome composition of broiler chickens
Seyed Hossien Kairmi, Khaled Taha-Abdelaziz, Alexander Yitbarek, Mehdi Sargolzaei, Heidi Spahany, Jake Astill, Bahram Shojadoost, Mohammadali Alizadeh, Raveendra R. Kulkarni, John Parkinson, Shayan Sharif
Poultry Science.2022; 101(6): 101864. CrossRef - Taxonomic and predicted functional signatures reveal linkages between the rumen microbiota and feed efficiency in dairy cattle raised in tropical areas
Priscila Fregulia, Mariana Magalhães Campos, Roberto Júnio Pedroso Dias, Junhong Liu, Wei Guo, Luiz Gustavo Ribeiro Pereira, Marco Antônio Machado, Daniele Ribeiro de Lima Reis Faza, Le Luo Guan, Phil C. Garnsworthy, André Luis Alves Neves
Frontiers in Microbiology.2022;[Epub] CrossRef - Effect of Salmonella Typhimurium Colonization on Microbiota Maturation and Blood Leukocyte Populations in Broiler Chickens
Kelsy Robinson, Anna L. F. V. Assumpcao, Komala Arsi, Gisela F. Erf, Annie Donoghue, Palmy R. R. Jesudhasan
Animals.2022; 12(20): 2867. CrossRef - Caecal microbial communities, functional diversity, and metabolic pathways in Ross 308 broiler chickens fed with diets containing different levels of Marama (Tylosema esculentum) bean meal
Peter Kotsoana Montso, Caven Mguvane Mnisi, Ayansina Segun Ayangbenro
Frontiers in Microbiology.2022;[Epub] CrossRef - Microbiota populations and short-chain fatty acids production in cecum of immunosuppressed broilers consuming diets containing γ-irradiated Astragalus polysaccharides
Y.S. Liu, S. Li, X.F. Wang, T. Xing, J.L. Li, X.D. Zhu, L. Zhang, F. Gao
Poultry Science.2021; 100(1): 273. CrossRef - Effects of Clostridium butyricum, Sodium Butyrate, and Butyric Acid Glycerides on the Reproductive Performance, Egg Quality, Intestinal Health, and Offspring Performance of Yellow-Feathered Breeder Hens
Yibing Wang, Yang Wang, Xiajing Lin, Zhongyong Gou, Qiuli Fan, Shouqun Jiang
Frontiers in Microbiology.2021;[Epub] CrossRef - The link between broiler flock heterogeneity and cecal microbiome composition
Randi Lundberg, Christian Scharch, Dorthe Sandvang
Animal Microbiome.2021;[Epub] CrossRef - Changes in the ceca microbiota of broilers vaccinated for coccidiosis or supplemented with salinomycin
C. Orso, T.B. Stefanello, C.H. Franceschi, M.B. Mann, A.P.M. Varela, I.M.S. Castro, J. Frazzon, A.P.G. Frazzon, I. Andretta, A.M.L. Ribeiro
Poultry Science.2021; 100(4): 100969. CrossRef - Highly Fermentable Fiber Alters Fecal Microbiota and Mitigates Swine Dysentery Induced by Brachyspira hyodysenteriae
Emma T. Helm, Nicholas K. Gabler, Eric. R. Burrough
Animals.2021; 11(2): 396. CrossRef - Sex differences in growth performance are related to cecal microbiota in chicken
Lei Cui, Xiaolong Zhang, Ranran Cheng, Abdur Rahman Ansari, Abdelmotaleb A. Elokil, Yafang Hu, Yan Chen, Abdallah A. Nafady, Huazhen Liu
Microbial Pathogenesis.2021; 150: 104710. CrossRef - Metagenomic Analysis Identifies Sex-Related Cecal Microbial Gene Functions and Bacterial Taxa in the Quail
Jing-E Ma, Xin-Wei Xiong, Ji-Guo Xu, Ji-Shang Gong, Jin Li, Qiao Xu, Yuan-Fei Li, Yang-Bei Yang, Min Zhou, Xue-Nong Zhu, Yu-Wen Tan, Wen-Tao Sheng, Zhang-Feng Wang, Xu-Tang Tu, Cheng-Yao Zeng, Xi-Quan Zhang, You-Sheng Rao
Frontiers in Veterinary Science.2021;[Epub] CrossRef - The digestive and reproductive tract microbiotas and their association with body weight in laying hens
Yuan Su, Yile Ge, Zhongxian Xu, Dejing Zhang, Diyan Li
Poultry Science.2021; 100(11): 101422. CrossRef - Factors Influencing the Succession of the Fecal Microbiome in Broilers
Dirkjan Schokker, Britt de Klerk, Randy Borg, Alex Bossers, Johanna M.J. Rebel
Livestock Science.2021; 247: 104486. CrossRef - Effects of Xylanase in Corn- or Wheat-Based Diets on Cecal Microbiota of Broilers
Jian Wang, Heng Cao, Chengling Bao, Yajing Liu, Bing Dong, Chunlin Wang, Zhenda Shang, Yunhe Cao, Suozhu Liu
Frontiers in Microbiology.2021;[Epub] CrossRef - Effects of rearing system (floor vs. cage) and sex on performance, meat quality and enteric microorganism of yellow feather broilers
Lai-di WANG, Yang ZHANG, Ling-ling KONG, Zhi-xiu WANG, Hao BAI, Yong JIANG, Yu-lin BI, Guo-bin CHANG, Guo-hong CHEN
Journal of Integrative Agriculture.2021; 20(7): 1907. CrossRef - A reasonable correlation between cloacal and cecal microbiomes in broiler chickens
Nadia A. Andreani, Caroline J. Donaldson, Matthew Goddard
Poultry Science.2020; 99(11): 6062. CrossRef - Green Tea and Pomegranate Extract Administered During Critical Moments of the Production Cycle Improves Blood Antiradical Activity and Alters Cecal Microbial Ecology of Broiler Chickens
Vera Perricone, Marcello Comi, Carlotta Giromini, Raffaella Rebucci, Alessandro Agazzi, Giovanni Savoini, Valentino Bontempo
Animals.2020; 10(5): 785. CrossRef - Respiratory and Gut Microbiota in Commercial Turkey Flocks with Disparate Weight Gain Trajectories Display Differential Compositional Dynamics
Kara J. M. Taylor, John M. Ngunjiri, Michael C. Abundo, Hyesun Jang, Mohamed Elaish, Amir Ghorbani, Mahesh KC, Bonnie P. Weber, Timothy J. Johnson, Chang-Won Lee, Edward G. Dudley
Applied and Environmental Microbiology.2020;[Epub] CrossRef - Metagenomic analysis reveals linkages between cecal microbiota and feed efficiency in Xiayan chickens
Wenya Du, Jixian Deng, Zhuliang Yang, Linghu Zeng, Xiurong Yang
Poultry Science.2020; 99(12): 7066. CrossRef - Effects of Rearing Conditions and Sex on Cecal Microbiota in Ducks
Chunhong Zhu, Wenjuan Xu, Zhiyun Tao, Weitao Song, Hongxiang Liu, Shuangjie Zhang, Huifang Li
Frontiers in Microbiology.2020;[Epub] CrossRef - Effects of Eimeria maxima and Clostridium perfringens infections on cecal microbial composition and the possible correlation with body weight gain in broiler chickens
Mingmin Lu, Robert W. Li, Hongyan Zhao, Xianghe Yan, Hyun S. Lillehoj, Zhifeng Sun, SungTak Oh, Yueying Wang, Charles Li
Research in Veterinary Science.2020; 132: 142. CrossRef - Family matters: skin microbiome reflects the social group and spatial proximity in wild zebra finches
Kathrin Engel, Helga Pankoke, Sebastian Jünemann, Hanja B. Brandl, Jan Sauer, Simon C. Griffith, Jörn Kalinowski, Barbara A. Caspers
BMC Ecology.2020;[Epub] CrossRef - Dissection of the cecal microbial community in chickens after Eimeria tenella infection
Hong-Liang Chen, Xin-Yu Zhao, Guang-Xun Zhao, Hai-Bin Huang, Hao-Rui Li, Chun-Wei Shi, Wen-Tao Yang, Yan-Long Jiang, Jian-Zhong Wang, Li-Ping Ye, Quan Zhao, Chun-Feng Wang, Gui-Lian Yang
Parasites & Vectors.2020;[Epub] CrossRef - Dietary supplementation with fermented defatted “alperujo” induces modifications of the intestinal mucosa and cecal microbiota of broiler chickens
Agustín Rebollada-Merino, María Ugarte-Ruiz, Marta Hernández, Pedro Miguela-Villoldo, David Abad, Pedro Cuesta-Álvaro, David Rodríguez-Lázaro, Lucía de Juan, Lucas Domínguez, Antonio Rodríguez-Bertos
Poultry Science.2020; 99(11): 5308. CrossRef - Changes in the gut microbiota mediate the differential regulatory effects of two glucose oxidases produced by Aspergillus niger and Penicillium amagasakiense on the meat quality and growth performance of broilers
Shengru Wu, Xiaodong Chen, Taohuan Li, Hao Ren, Lixin Zheng, Xiaojun Yang
Journal of Animal Science and Biotechnology.2020;[Epub] CrossRef - Sanguinarine modulate gut microbiome and intestinal morphology to enhance growth performance in broilers
Zhu-Ying Liu, Xiao-Long Wang, Shu-Qi Ou, De-Xing Hou, Jian-Hua He, Michael H. Kogut
PLOS ONE.2020; 15(6): e0234920. CrossRef - Characterization of heat stress affecting the growth performance, blood biochemical profile, and redox status in male and female broilers at market age
Shaojun He, Qirun Yin, Yongjie Xiong, Jing Li, Deyi Liu
Tropical Animal Health and Production.2020; 52(6): 3833. CrossRef - Influential factors on the composition of the conventionally raised broiler gastrointestinal microbiomes
K.M. Feye, M.F.A. Baxter, G. Tellez-Isaias, M.H. Kogut, S.C. Ricke
Poultry Science.2020; 99(2): 653. CrossRef - Genome reconstruction of a novel carbohydrate digesting bacterium from the chicken caecal microflora
Ankit T. Hinsu, Ramesh J. Pandit, Shriram H. Patel, Androniki Psifidi, Fiona M. Tomley, Subrata K. Das, Damer P. Blake, Chaitanya G. Joshi
Meta Gene.2019; 20: 100543. CrossRef - Functioning of the Intestinal Ecosystem: From New Technologies in Microbial Research to Practical Poultry Feeding – A Review
Zenon Zduńczyk
Annals of Animal Science.2019; 19(2): 239. CrossRef - Faecalibacterium diversity in dairy cow milk
Keith W. Savin, Jody Zawadzki, Martin J. Auldist, Jianghui Wang, Doris Ram, Simone Rochfort, Benjamin G. Cocks, Christopher Staley
PLOS ONE.2019; 14(8): e0221055. CrossRef - Olfactory Communication via Microbiota: What Is Known in Birds?
Öncü Maraci, Kathrin Engel, Barbara A. Caspers
Genes.2018; 9(8): 387. CrossRef