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Mullakkalparambil Velayudhan S, Sejian V, Devaraj C, Manjunathareddy GB, Ruban W, Kadam V, König S, Bhatta R. Novel Insights to Assess Climate Resilience in Goats Using a Holistic Approach of Skin-Based Advanced NGS Technologies. Int J Mol Sci 2023; 24:10319. [PMID: 37373465 DOI: 10.3390/ijms241210319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
A novel study was conducted to elucidate heat-stress responses on a number of hair- and skin-based traits in two indigenous goat breeds using a holistic approach that considered a number of phenotypic and genomic variables. The two goat breeds, Kanni Aadu and Kodi Aadu, were subjected to a simulated heat-stress study using the climate chambers. Four groups consisting of six goats each (KAC, Kaani Aadu control; KAH, Kanni Aadu heat stress; KOC, Kodi Aadu control; and KOH, Kodi Aadu heat stress) were considered for the study. The impact of heat stress on caprine skin tissue along with a comparative assessment of the thermal resilience of the two goat breeds was assessed. The variables considered were hair characteristics, hair cortisol, hair follicle quantitative PCR (qPCR), sweating (sweating rate and active sweat gland measurement), skin histometry, skin-surface infrared thermography (IRT), skin 16S rRNA V3-V4 metagenomics, skin transcriptomics, and skin bisulfite sequencing. Heat stress significantly influenced the hair fiber characteristics (fiber length) and hair follicle qPCR profile (Heat-shock protein 70 (HSP70), HSP90, and HSP110). Significantly higher sweating rate, activated sweat gland number, skin epithelium, and sweat gland number (histometry) were observed in heat stressed goats. The skin microbiota was also observed to be significantly altered due to heat stress, with a relatively higher alteration being noticed in Kanni Aadu goats than in Kodi Aadi goats. Furthermore, the transcriptomics and epigenetics analysis also pointed towards the significant impact of heat stress at the cellular and molecular levels in caprine skin tissue. The higher proportion of differentially expressed genes (DEGs) along with higher differentially methylated regions (DMRs) in Kanni Aadu goats due to heat stress when compared to Kodi Aadu goats pointed towards the better resilience of the latter breed. A number of established skin, adaptation, and immune-response genes were also observed to be significantly expressed/methylated. Additionally, the influence of heat stress at the genomic level was also predicted to result in significant functional alterations. This novel study thereby highlights the impact of heat stress on the caprine skin tissue and also the difference in thermal resilience exhibited by the two indigenous goat breeds, with Kodi Aadu goats being more resilient.
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Affiliation(s)
| | - Veerasamy Sejian
- Rajiv Gandhi Institute of Veterinary Education and Research, Kurumbapet, Pondicherry 605008, India
- Centre for Climate Resilient Animal Adaptation Studies, ICAR-National Institute of Animal Nutrition and Physiology, Adugodi, Bangalore 560030, India
| | - Chinnasamy Devaraj
- Centre for Climate Resilient Animal Adaptation Studies, ICAR-National Institute of Animal Nutrition and Physiology, Adugodi, Bangalore 560030, India
| | | | - Wilfred Ruban
- Department of Livestock Product Technology, Hebbal Veterinary College, Karnataka Veterinary Animal and Fishery Sciences University, Hebbal, Bangalore 560024, India
| | - Vinod Kadam
- Textile Manufacturing and Textile Chemistry Division, Central Sheep and Wool Research Institute, Avikanagar, Malpura 304501, India
| | - Sven König
- Institute of Animal Breeding and Genetics, Justus Liebig University Giessen, Ludwigstr. 21b, 35390 Giessen, Germany
| | - Raghavendra Bhatta
- Centre for Climate Resilient Animal Adaptation Studies, ICAR-National Institute of Animal Nutrition and Physiology, Adugodi, Bangalore 560030, India
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Ma Y, Han L, Raza SHA, Gui L, Zhang X, Hou S, Sun S, Yuan Z, Wang Z, Yang B, Hassan MM, Alghsham RS, Al Abdulmonem W, Alkhalil SS. Exploring the effects of palm kernel meal feeding on the meat quality and rumen microorganisms of Qinghai Tibetan sheep. Food Sci Nutr 2023; 11:3516-3534. [PMID: 37324863 PMCID: PMC10261763 DOI: 10.1002/fsn3.3340] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/11/2023] [Accepted: 03/14/2023] [Indexed: 10/03/2023] Open
Abstract
Palm kernel meal (PKM) has been shown to be a high-quality protein source in ruminant feeds. This study focused on the effects of feed, supplemented with different amounts of PKM (ZL-0 as blank group, and ZL-15, ZL-18, and ZL-21 as treatment group), on the quality and flavor profile of Tibetan sheep meat. Furthermore, the deposition of beneficial metabolites in Tibetan sheep and the composition of rumen microorganisms on underlying regulatory mechanisms of meat quality were studied based on ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry as well as 16S rDNA sequencing. The results of the study showed that Tibetan sheep in the ZL-18 group exhibited superior eating quality and flavor profile while depositing more protein and fat relative to the other groups. The ZL-18 group also changed significantly in terms of the concentration and metabolic pathways of meat metabolites, as revealed by metabolomics. Metabolomics and correlation analyses finally showed that PKM feed mainly affected carbohydrate metabolism in muscle, which in turn affects meat pH, tenderness, and flavor. In addition, 18% of PKM increased the abundance of Christensenellaceae R-7 group, Ruminococcaceae UCG-013, Lachnospiraceae UCG-002, and Family XIII AD3011 group in the rumen but decreased the abundance of Prevotella 1; the above bacteria groups regulate meat quality by regulating rumen metabolites (succinic acid, DL-glutamic acid, etc.). Overall, the addition of PKM may improve the quality and flavor of the meat by affecting muscle metabolism and microorganisms in the rumen.
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Affiliation(s)
- Ying Ma
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Lijuan Han
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Sayed Haidar Abbas Raza
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Nation‐Local Joint Engineering Research Center for Machining and Safety of Livestock and Poultry ProductsSouth China Agricultural UniversityGuangzhou510642China
- College of Animal Science and Technology, Northwest A&F UniversityYangling712100ShaanxiPeople's Republic of China
| | - Linsheng Gui
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Xue Zhang
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Shengzhen Hou
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Shengnan Sun
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Zhenzhen Yuan
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Zhiyou Wang
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Baochun Yang
- College of Agriculture and Animal Husbandry, Qinghai University XiningXining810016People's Republic of China
| | - Mohamed M. Hassan
- Department of BiologyCollege of Science, Taif UniversityP.O. Box 11099Taif21944Saudi Arabia
| | - Ruqaih S. Alghsham
- Department of PathologyCollege of Medicine, Qassim UniversityQassimSaudi Arabia
| | - Waleed Al Abdulmonem
- Department of PathologyCollege of Medicine, Qassim UniversityP.O. Box 6655Buraidah51452Kingdom of Saudi Arabia
| | - Samia S. Alkhalil
- Department of Clinical Laboratory SciencesCollege of Applied Medical Sciences, Shaqra UniversityAlquwayiyahRiyadhSaudi Arabia
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