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Ahlawat S, Vasu M, Choudhary V, Arora R, Sharma R, Mir MA, Singh MK. Comprehensive evaluation and validation of optimal reference genes for normalization of qPCR data in different caprine tissues. Mol Biol Rep 2024; 51:268. [PMID: 38302649 DOI: 10.1007/s11033-024-09268-0] [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: 11/28/2023] [Accepted: 01/18/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Quantitative real-time PCR (qPCR) is a highly reliable method for validating gene expression data in molecular studies due to its sensitivity, specificity, and efficiency. To ensure accurate qPCR results, it's essential to normalize the expression data using stable reference genes. METHODS This study aimed to identify suitable reference genes for qPCR studies in goats by evaluating 18 candidate reference genes (ACTB, BACH1, B2M, GAPDH, HMBS, HPRT1, PGK1, PPIA, PPIB, RPLP0, RPL19, RPS9, RPS15, RPS28, SDHA, TBP, UXT, and YWHAZ) in 10 different caprine tissues (heart, intestine, kidney, liver, lung, muscle, rumen, skin, spleen, and testis). An integrated tool called RefFinder, which incorporates various algorithms like NormFinder, GeNorm, BestKeeper, and ΔCt, was used to assess the stability of expression among these genes. RESULTS After thorough analysis, ACTB, PPIB, and B2M emerged as the most stable reference genes, while RPL19, RPS15, and RPS9 were found to be the least stable. The suitability of the selected internal control genes was further validated through target gene analysis, confirming their efficacy in ensuring accurate gene expression profiling in goats. CONCLUSION The study determined that the geometric average of ACTB, PPIB, and B2M creates an appropriate normalization factor for gene expression studies in goat tissues.
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Affiliation(s)
- Sonika Ahlawat
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
- Animal Biotechnology Division, ICAR-NBAGR, Karnal, India.
| | - Mahanthi Vasu
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Vikas Choudhary
- District Disease Diagnostic Laboratory, Department of Animal Husbandry and Dairying, Karnal, Haryana, India
| | - Reena Arora
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Rekha Sharma
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - M A Mir
- Mountain Research Centre for Sheep and Goat, SKUAST, Shuhama (Aulestang), Kashmir, India
| | - Manoj Kumar Singh
- ICAR-Central Institute for Research on Goats, Makhdoom, Mathura, India
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Wu X, Yang W, Cheng JG, Luo Y, Fu WL, Zhou L, Wu J, Wang Y, Zhong ZJ, Yang ZX, Yao XP, Ren MS, Li YM, Liu J, Ding H, Chen JN. Molecular cloning, prokaryotic expression and its application potential evaluation of interferon (IFN)-ω of forest musk deer. Sci Rep 2023; 13:10625. [PMID: 37391585 PMCID: PMC10313714 DOI: 10.1038/s41598-023-37437-x] [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: 12/12/2022] [Accepted: 06/21/2023] [Indexed: 07/02/2023] Open
Abstract
Forest musk deer (Moschus berezovskii) are currently a threatened species under conservation, and the development of captive populations is restricted by health problems. To evaluate the application potential of interferon (IFN)-ω in the prevention and control of forest musk deer disease, 5 forest musk deer IFN-ω (fmdIFNω) gene sequences were successfully obtained by homologous cloning method for the first time. FmdIFNω5 was selected and recombinant fmdIFNω protein (rIFNω) was successfully expressed by pGEX-6P-1 plasmid and E. coli expression system. The obtained protein was used to stimulate forest musk deer lung fibroblasts cells FMD-C1 to determine its regulatory effect on interferon-stimulated genes (ISGs). In addition, an indirect ELISA method based on anti-rIFNω serum was established to detect endogenous IFN-ω levels in 8 forest musk deer. The results showed that there were 18 amino acid differences among the 5 fmdIFNω subtypes, all of which had the basic structure to exert the activity of type I IFN and were close to Cervus elaphus IFN-ω in the phylogenetic tree. The protein expressed was 48 kDa, and the transcription levels of all ISGs were increased in FMD-C1 cells stimulated by rIFNω, and the amount of transcription accumulation was time-dependent. Meanwhile, Anti-rIFNω serum of mice could react with both rIFNω and forest musk deer serum, and the OD450nm value of forest musk deer serum with the most obvious symptoms was the highest, suggesting that the level of natural IFN-ω in different forest musk deer could be monitored by the rIFNω-based ELISA method. These results indicate that fmdIFNω has the potential as an antiviral drug and an early indication of innate immunity, which is of great significance for the prevention and control of forest musk deer diseases.
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Affiliation(s)
- Xi Wu
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Wei Yang
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Jian-Guo Cheng
- Sichuan Institute of Musk Deer Breeding, Dujiangyan, 611830, Sichuan Province, China.
| | - Yan Luo
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China.
| | - Wen-Long Fu
- Sichuan Institute of Musk Deer Breeding, Dujiangyan, 611830, Sichuan Province, China
| | - Lei Zhou
- Sichuan Institute of Musk Deer Breeding, Dujiangyan, 611830, Sichuan Province, China
| | - Jie Wu
- Sichuan Institute of Musk Deer Breeding, Dujiangyan, 611830, Sichuan Province, China
| | - Yin Wang
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Zhi-Jun Zhong
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Ze-Xiao Yang
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Xue-Ping Yao
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Mei-Shen Ren
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Yi-Meng Li
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Jie Liu
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Hui Ding
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
| | - Jia-Nan Chen
- College of Veterinary Medicine, Sichuan Agricultural University, Wenjiang, 611130, Sichuan Province, China
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Kaur R, Ahlawat S, Choudhary V, Kumari A, Kumar A, Kaur M, Arora R, Sharma R, Vijh RK. Validation of stable reference genes in peripheral blood mononuclear cells for expression studies involving vector-borne haemoparasitic diseases in bovines. Ticks Tick Borne Dis 2023; 14:102168. [PMID: 36940645 DOI: 10.1016/j.ttbdis.2023.102168] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 03/09/2023] [Accepted: 03/09/2023] [Indexed: 03/23/2023]
Abstract
Normalization of gene expression data using appropriate reference genes is critical to diminish any technical bias in an experiment involving quantitative real-time PCR (qPCR). To the best of our knowledge, this is the first report offering a systematic assessment of 14 potential reference genes (RPLP0, ACTB, RPS28, YWHAZ, SDHA, PPIA, RPS9, RPS15, UXT, GAPDH, B2M, BACH1, HMBS, and PPIB) for the identification of the most stable normalizers for qPCR of target genes in peripheral blood mononuclear cells (PBMCs) of bovines for vector-borne haemoparasitic diseases such as anaplasmosis, babesiosis, theileriosis, and trypanosomiasis. A total of 38 blood samples were collected from healthy as well as diseased cattle and buffaloes representing different haemoparasitic diseases. RNA isolated from the PBMCs was subjected to qPCR for the 14 prospective internal control genes. The comprehensive ranking of the genes was accomplished by the RefFinder tool that integrates the results of three algorithms (geNorm, NormFinder, and BestKeeper) and the comparative CT method. RPS15, B2M, and GAPDH were ranked to be the most stable genes, whereas, PPIA and HMBS emerged to be the least suitable genes. Validation of the selected reference genes by the qPCR analysis of two immunity genes, ISG15 and GPX7 was congruent with the observations of this study. We recommend that a panel of three reference genes including RPS15, B2M, and GAPDH could prove useful in delineating the transcriptional landscape of PBMCs for vector-borne haemoparasitic diseases in bovines.
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Affiliation(s)
- Rashmeet Kaur
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India; ICAR-National Dairy Research Institute, Karnal, India
| | - Sonika Ahlawat
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
| | - Vikas Choudhary
- Department of Animal Husbandry and Dairying, District Disease Diagnostic Laboratory, Karnal, Haryana, India
| | - Anisha Kumari
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Ashish Kumar
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Mandeep Kaur
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Reena Arora
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
| | - Rekha Sharma
- ICAR-National Bureau of Animal Genetic Resources, Karnal, India
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