Abstract
Animals display numerous physiological and behavioral responses that reduce the effects of heat stress. Moreover, genetic variance is strongly associated with responses to heat stress, including variants of heat shock proteins (HSPs) that are necessary for thermoregulation and stress resistance. Herein, we performed the molecular profiling of the HSP70 gene, and its polymorphism was demonstrated as a possible factor in the stress tolerance of local Iraqi goats. A number of different mutations were found owing to seven main polymorphisms. Results indicated the occurrence of silent and missense mutations in sequences obtained for Iraqi local goats. Genetic diversity was observed in the HSP70 gene of Iraqi local goats on the basis of phylogenetic-tree analysis as some mutations occurred once whereas others occurred multiple times. The polymorphisms LC616787, LC616788, and LC616791 were combined with the reference gene in the same branch, whereas polymorphisms (LC616785 and LC616786) and (LC616789 and LC616790) met in different branches, respectively. Moreover, all studied proteins had mismatches in their three-dimensional structures. Therefore, the presence of specific genetic differences within the HSP70 gene in Iraqi goats can increase the possibility of selecting animals more suitable to various levels of stress.
Keywords: HSP70 gene, goats, polymorphism, molecular analysis
Resumo
Os animais apresentam uma série de respostas fisiológicas e comportamentais que reduzem os efeitos do estresse térmico. Além disso, a variância genética está fortemente associada às respostas ao estresse térmico, incluindo variantes de proteínas de choque térmico (HSPs) que também são necessárias para a termorregulação e resistência ao estresse. O perfil molecular do gene HSP70 foi realizado neste estudo e o polimorfismo desse gene foi demonstrado como um possível fator na tolerância ao estresse de caprinos iraquianos. Várias mutações diferentes foram encontradas devido a sete polimorfismos principais. Os resultados indicam a ocorrência de mutações silenciosas e sem sentido em sequências obtidas para caprinos iraquianos. A diversidade genética pode ser vista no gene HSP70 de cabras locais iraquianas com base na análise da árvore filogenética, já que algumas mutações ocorreram uma vez, enquanto outras ocorreram várias vezes. Os polimorfismos LC616787, LC616788 e LC616791 foram combinados com o gene de referência no mesmo ramo, enquanto os polimorfismos (LC616785 e LC616786) e (LC616789 e LC616790) se encontraram em diferentes ramos, respectivamente. O estudo também revelou que todas as proteínas estudadas tinham incompatibilidade sem suas estruturas tridimensionais. De acordo com nossas descobertas, a presença de diferenças genéticas específicas dentro do gene HSP70 em caprinos iraquianas aumentaria a possibilidade de seleção de animais mais adequados a vários níveis de estresse.
Palavras-chave: gene HSP70, caprinos, polimorfismo, análise molecular
Introduction
Goats are important livestock making up a significant part of the agricultural economy in Iraq (Food and Agriculture Organization of the United Nations, 2018). Climate change, specifically the rise in temperature, has negatively affected the production of farm animals, especially goats (Hassan et al., 2018). This negative impact may develop further as global temperatures increase (Pachauri et al., 2014). In general, animals have many physiological and behavioral responses to withstand heat-stress conditions that result in reducing the impact of stress (Collier et al., 2019; Rashamol et al., 2018). These responses are significantly related to genetic variance (Rashamol et al., 2018).
Heat shock proteins (HSPs) play a role in the cell response to heat stress (Richter et al., 2010). They are divided into different members of the same family according to their molecular weight (Karademir & Sari-Kaplan, 2018). HSPs play an important role as molecular chaperones (Sharma et al., 3013) in thermoregulation and stress resistance (Ravaschiere et al., 2017; Shende et al., 2019), as well as in protein folding or unfolding, apoptosis, and immune response (Chatterjee & Burns, 2017; Edkins et al., 2018). Under different stress conditions, HSP70 is the most productive member of the HSP family (Dang et al., 2018).
In goats, the gene coding for the HSP70 protein comprises 1926bp nucleotide sequences corresponding with 641 amino acids and is located on chromosome 23 (Gade et al., 2010). Although HSP70 genes are highly conserved molecules (Pawar et al., 2013), several studies suggest the possibility of genetic polymorphisms of the HSP70 gene [Fatima et al. (2019) and Nikbin et al. (2014) in goat; Habib et al. (2017) in bulls; Habib et al. (2018a) in rams; Habib (2020) in buffaloes and Habib et al. (2020) in poultry]. Iraqi local goats generally suffer from many problems directly affecting their production. Perhaps one of the most important problems is the different stress conditions, especially high temperatures. Therefore, searching for effective mechanisms to select animals with higher resistance to stress conditions, including the selection of molecular markers resistant to stress conditions, is necessary. One of these markers is the HSP70 gene. Molecular characterization of the HSP70 gene has not been previously been conducted in Iraqi goats. Accordingly, the present study aimed to fill this gap through a detailed molecular study of the gene.
Materials and methods
Experimental design
This study was conducted in the laboratories of the College of Agriculture, University of Basrah, Iraq. From December 2020 to April 2021, 125 adult females of a local breed raised by local breeders from different areas of Basrah were used. The current study was approved according to the rules and guidelines of the General Committee of the Animal Use and Welfare, College of Veterinary Medicine, University of Basrah, Iraq.
Sampling and DNA extraction
Samples (blood samples) were collected from the jugular vein in 10 mL tubes containing EDTA as an anticoagulant. They were stored at -20 °C until DNA extraction, which was conducted according to Najafi et al. (2014). It was run on a gel electrophoresis, and the quality and quantity of the extracted DNA was determined using Nano-Drop as described by Desjardins and Conklin (2010).
PCR amplification
Amplification was performed using the primer HSP70-F 5-TGGCGAAAAACATGGCTATC-3 and HSP70-R 5-CTAATCCACCTCCTCAAT-3 (Kõressaar et al., 2018) at the laboratories of "MacrogenInc"/South Korea. The amplification reaction was 25 μL, including 1μL of template DNA (75 ng), 1 μL of from each forward and reverse primer, 12.5 μL of master (Promega M7502) mix (2x) and 9.5 μLDNase (free water). The PCR conditions were as described by Fatima et al. (2019): initial denaturation at 95 ºC for 5 min followed by 35 cycles of denaturation at 94 ºC for 30 s, annealing at 64 ºC for 30 s (determined gradually), extension at 72 ºC for 1 min, and a final extension at 72 ºC for 10 min, with a ladder (EnzyQuest/SKU: NM018S) of 8 kb base pairs of DNA. Ethidium bromide (1%) was used as a detection method for the PCR products. The ratio of 260/280 was approved in 1.75–1.85 as the best quantification ratio for DNA samples (Dauphin et al., 2011; García-Alegría et al., 2020).
Sequences analysis
The PCR products were purified and sequenced at the laboratories of "MacrogenInc"/South Korea. HSP70 gene sequences were compared with the reference sequence in GeneBank (accession number JN656104). Based on Kumar et al. (2018), multiple sequence alignment and phylogenetic-tree extraction were performed using Mega-X software. The 3D structure of the protein was predicted using Swiss Model software (Waterhouse et al., 2018).
Results
The size of the PCR product of HSP70 gene was 1926 bp (Figure 1). Multiple sequence-alignment analysis of the obtained sequences with the reference gene (accession number JN656104) revealed seven polymorphisms as a result of numerous different mutations (Table 1). The obtained polymorphisms were all registered in the GeneBank under the following accession numbers: LC616785 (17 animals), LC616786 (11 animals), LC616787 (9 animals), LC616788 (11animals), LC616789 (38 animals), LC616790 (33 animals), and LC616791 (6 animals). Results indicated the occurrence of silent and missense mutations in the sequences obtained for Iraqi local goats. Some of them occurred in one polymorphism, and others occurred more than one.
Figure 1. Gel electrophoresis of PCR product for HSP70 gene in local Iraqi goat. M: ladder of DNA 8kb; 1-7: template of DNA.

Table 1. The polymorphisms of hsp70 gene in local Iraqi goat.
| Mutations | ||||||
|---|---|---|---|---|---|---|
| No. | Reference Gene | Polymorphism | Position | Type | Amino acid | |
| Polymorphism (LC616785) | 1 | A | T | 9 | Missense | Lysine to Asparagine |
| 2 | T | A | 31 | Missense | Tryptophan to Arginine | |
| 3 | G | A | 1131 | Silent | ||
| 4 | C | T | 1878 | Silent | ||
| Polymorphism (LC616786) | 1 | G | A | 66 | Silent | |
| 2 | C | A | 67 | Missense | Histidine to Asparagine | |
| 3 | T | A | 1346 | Missense | Methionine to Lysine | |
| 4 | G | T | 1473 | Silent | ||
| 5 | C | T | 1878 | Silent | ||
| Polymorphism (LC616787) | 1 | A | T | 9 | Missense | Lysine to Asparagine |
| 2 | C | T | 69 | Silent | ||
| 3 | C | T | 195 | Silent | ||
| Polymorphism (LC616788) | 1 | C | T | 24 | Silent | |
| 2 | C | T | 69 | Silent | ||
| 3 | C | A | 128 | Missense | Alanine toAspartic Acid | |
| 4 | G | C | 219 | Silent | ||
| 5 | G | A | 1479 | Silent | ||
| 6 | C | T | 1749 | Silent | ||
| 7 | C | G | 1904 | Missense | Proline to Arginine | |
| Polymorphism (LC616789) | 1 | T | A | 31 | Missense | Tryptophan to Arginine |
| 2 | A | T | 170 | Missense | Asparagine to Isoleucine | |
| 3 | C | A | 171 | Missense | Asparagine to Isoleucine | |
| 4 | C | A | 271 | Missense | Proline to Threonine | |
| 5 | C | T | 537 | Silent | ||
| 6 | G | C | 1539 | Missense | Glutamic Acid to Aspartic Acid | |
| Polymorphism (LC616790) | 1 | G | C | 55 | Missense | Glycine to Arginine |
| 2 | A | T | 151 | Missense | Isoleucine to Phenylalanine | |
| 3 | A | T | 170 | Missense | Asparagine to Isoleucine | |
| 4 | C | A | 171 | Missense | Asparagine to Isoleucine | |
| 5 | G | A | 309 | Silent | ||
| G | A | 1155 | Silent | |||
| C | A | 1818 | Silent | |||
| Polymorphism (LC616791) | 1 | C | T | 24 | Silent | |
| 2 | A | C | 739 | Silent | ||
| 3 | G | A | 1114 | Missense | Glycine to Arginine | |
Reference gene in GenBank: JN656104.
In the goats from Iraqi localities, genetic diversity was shown in the phylogenetic tree of the HSP70 gene. On one hand, the polymorphisms LC616787, LC616788, and LC61679 combined with the reference gene were in the same branch, whereas (LC616785 and LC616786) and (LC616789 and LC616790) polymorphisms were in different branches, respectively (Figure 2). On the other hand, owing to the occurrence of different mutations that can affect the protein's structure, the three-dimensional structure of the protein displayed mismatches for all studied sequences (Figure 3).
Figure 2. Phylogenetic tree of HSP70 gene in local Iraqi goat. LC616785, LC616786, LC616787, LC616788, LC616789, LC616790, and LC616791: HSP70 gene sequences in Iraqi local goats. JN656104: reference gene in GenBank.

Figure 3. Three-dimensional structure of the HSP70 protein in local Iraqi goat. LC616785, LC616786, LC616787, LC616788, LC616789, LC616790, and LC616791: HSP70 gene sequences in Iraqi local goats.

Discussion
According to the result of PCR product size, this gene (HSP70) was usually short as it contained only exons and had no introns. This finding was consistent with many previous ones (Gade et al., 2010; Nikbin et al., 2014). Thus, it is a highly conserved gene (Tripathy et al., 2021), explaining its rapid expression and production during stress (Silver & Noble, 2012). Several studies have reported that polymorphisms may exist in the HSP70 gene (Abhijith et al., 2021; Mohalik et al., 2021; Raza et al., 2021). However, some studies suggest that polymorphisms could be associated with gene performance, whereas other studies claim that HSP70 nucleotide polymorphisms may indicate resistance to stress (Bhat et al., 2016; Habib et al., 2018b; Mohalik et al., 2021). Depending on their type, mutations may affect transcription, translation, and mRNA transportation (Goymer, 2007). Conversely, missense mutations can damage the protein, make it nonfunctional (Minde et al., 2011), or sometimes enhance its action, indicating that they are beneficial to the animal as a whole (Sallam, 2021).
Given the mismatch (caused by various mutations) in some polymorphisms on the same branch (Novick & Fuselier, 2019), phylogenetic-tree analysis showed genetic diversity for the HSP70 gene in local Iraqi goats. The genetic distance was 0.0035 (Figure 2), indicating that it showed a strong affinity with the reference gene. This finding confirmed the aforementioned result about this gene being highly conserved. All polymorphisms of the current study showed differences in protein structure, indicating differences in the performance of these proteins (Simoncini & Zhang, 2019). Indeed, Rodrigues et al. (2018) and Chen et al. (2020) agreed that changes in protein structure can affect protein function.
According to Sodhi et al. (2013) and based on the genetic variations in Iraqi goats, the polymorphism in the HSP70 gene-coding region impacts goats' ability to tolerate stress (Afsal et al., 2021; Mohalik et al., 2021). Therefore, animals more tolerant to different forms of stress including heat stress can be selected based on variations in the polymorphisms of HSP70 genes as molecular biomarker (Abbas et al., 2020; Kumar et al., 2015).
Overall, these results may contribute to explaining the apparent variations in production of the local Iraqi goat breed (Juma & Alkass, 2005) because of mutations in the HSP70 gene. These mutations may contribute to an increase in the susceptibility of animals to resistance under various stress conditions (Rong et al., 2019), in agreement with Singh et al. (2020) that mutations can result in SNPs either resistant or susceptible to heat stress.
Conclusion
We determined whether the presence of specific genetic differences within the HSP70 gene in Iraqi goats contributed to the selection of animals more suitable for different stress situations. The role of this gene in the development of different physiological and reproductive characteristics needs to be further explored in detail.
Acknowledgements
Many thanks to the laboratories staff of the College of Agriculture, University of Basrah.
Footnotes
How to cite: Habib, H. N., Saleh, W. M. M., & Gheni, Q. J. (2022). Genetic profiling of HSP70 gene in local Iraqi goats. Brazilian Journal of Veterinary Medicine, 44, e004121. https://doi.org/10.29374/2527-2179.bjvm004121
Ethics statement: The current study was designed according to the rules and guidelines of the College of Veterinary Medicine, University of Basra, Iraq. The study was approved by the animal care and used committee of the College of Veterinary Medicine, University of Basra, Iraq.
Financial support: None.
Availability of complementary results: All information obtained as a result of the study is included in the manuscript. More information is available through WMMS, email: Wessam.Mohammed@uobasrah.edu.iq; wessamgm@gmail.com.
The study was carried out at Laboratory of Molecular Genetics and Genetic Engineering/College of Agriculture/University of Basrah/Iraq and laboratories of "MacrogenInc"/South Korea.
References
- Abbas Z., Hu L., Fang H., Sammad A., Kang L., Brito L. F., Xu Q., Wang Y. Association analysis of polymorphisms in the 5′ flanking region of the HSP70 gene with blood biochemical parameters of lactating Holstein cows under heat and cold stress. Animals. 2020;10(11):2016. doi: 10.3390/ani10112016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Abhijith A., Sejian V., Ruban W., Krishnan G., Bagath M., Pragna P., Manjunathareddy G. B., Bhatta R. Summer season induced heat stress associated changes on meat production and quality characteristics, myostatin and HSP70 gene expression patterns in indigenous goat. Small Ruminant Research. 2021;203:106490. doi: 10.1016/j.smallrumres.2021.106490. [DOI] [Google Scholar]
- Afsal A., Bagath M., Sejian V., Krishnan G., Beena V., Bhatta R. Effect of heat stress on HSP70 gene expression pattern in different vital organs of Malabari goats. Biological Rhythm Research. 2021;52(3):380–394. doi: 10.1080/09291016.2019.1600270. [DOI] [Google Scholar]
- Bhat S., Kumar P., Kashyap N., Deshmukh B., Dige M. S., Bhushan B., Chauhan A., Kumar A., Singh G. Effect of heat shock protein 70 polymorphism on thermotolerance in Tharparkar cattle. Veterinary World. 2016;9(2):113–117. doi: 10.14202/vetworld.2016.113-117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chatterjee S., Burns T. F. Targeting heat shock proteins in cancer: A promising therapeutic approach. International Journal of Molecular Sciences. 2017;18(9):1978. doi: 10.3390/ijms18091978. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen Y., Lu H., Zhang N., Zhu Z., Wang S., Li M. PremPS: Predicting the impact of missense mutations on protein stability. PLoS Computational Biology. 2020;16(12):e1008543. doi: 10.1371/journal.pcbi.1008543. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Collier R. J., Baumgard L. H., Zimbelman R. B., Xiao Y. Heat stress: Physiology of acclimation and adaptation. Animal Frontiers. 2019;9(1):12–19. doi: 10.1093/af/vfy031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dang W., Xu N., Zhang W., Gao J., Fan H., Lu H. Differential regulation of HSP70 expression in six lizard species under normal and high environmental temperatures. Pakistan Journal of Zoology. 2018;50(3):1043–1051. doi: 10.17582/journal.pjz/2018.50.3.1043.1051. [DOI] [Google Scholar]
- Dauphin L. A., Walker R. E., Petersen J. M., Bowen M. D. Comparative evaluation of automated and manual commercial DNA extraction methods for detection of Francisellatularensis DNA from suspensions and spiked swabs by real-time polymerase chain reaction. Diagnostic Microbiology and Infectious Disease. 2011;70(3):299–306. doi: 10.1016/j.diagmicrobio.2011.02.010. [DOI] [PubMed] [Google Scholar]
- Desjardins P., Conklin D. NanoDropmicrovolume quantitation of nucleic acids. Journal of Visualized Experiments. 2010;45:e2565. doi: 10.3791/2565. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Edkins A. L., Price J. T., Pockley A. G., Blatch G. L. Heat shock proteins as modulators and therapeutic targets of chronic disease: An integrated perspective. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 2018;373(1738):20160521. doi: 10.1098/rstb.2016.0521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fatima F., Nadeem A., Javed M. Molecular characterization of heat shock protein 70-1 gene of Capra aegagrusblythi . Pakistan Journal of Zoology. 2019;51(1):195–203. doi: 10.17582/journal.pjz/2019.51.1.195.203. [DOI] [Google Scholar]
- Food and Agriculture Organization of the United Nations . Iraq: Restoration of agriculture and water systems sub-programme 2018-2020. FAO; 2018. FAO. [Google Scholar]
- Gade N., Mahapatra R. K., Sonawane A., Singh V. K., Doreswamy R., Saini M. Molecular characterization of heat shock protein 70-1 gene of goat (Capra hircus) Molecular Biology International. 2010;2010:108429. doi: 10.4061/2010/108429. [DOI] [PMC free article] [PubMed] [Google Scholar]
- García-Alegría A. M., Anduro-Corona I., Pérez-Martínez C. J., Corella-Madueño M. A. G., Rascón-Durán M. L., Astiazaran-Garcia H. Quantification of DNA through the NanoDrop spectrophotometer: Methodological validation using standard reference material and Sprague Dawley rat and human DNA. International Journal of Analytical Chemistry. 2020;2020:8896738. doi: 10.1155/2020/8896738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Goymer P. Synonymous mutations break their silence. Nature Reviews Genetics. 2007;8(2):92. [Google Scholar]
- Habib H. N. Molecular characterization of heat shock protein 70 gene in Iraqi buffalo. Iraqi Journal of Veterinary Sciences. 2020;34(1):139–143. doi: 10.33899/ijvs.2019.125633.1116. [DOI] [Google Scholar]
- Habib H. N., Hassan A. F., Khudaier B. Y. Molecular detection of polymorphism of heat shock protein 70 (HSP70) in the semen of Iraqi Holstein bulls. Asian Journal of Animal Sciences. 2017;11(3):132–139. doi: 10.3923/ajas.2017.132.139. [DOI] [Google Scholar]
- Habib H. N., Karomy A. S., Gheni Q. J., Saleh W. M. M. Molecular detected of heat shock protein70 gene in Layer hens (Lohmann breed) IOP Conference Series: Materials Science and Engineering. 2020;928(6):062017. doi: 10.1088/1757-899X/928/6/062017. [DOI] [Google Scholar]
- Habib H. N., Khudaier B. Y., Hassan A. F. Molecular detection of polymorphism of heat shock protein 70 (HSP70) in the semen of Arabi rams. Basrah Journal of Veterinary Research. 2018;17(3):156–166. a. [Google Scholar]
- Habib H. N., Khudaier B. Y., Hassan A. F., Saleh W. M. The association of the polymorphism and gene expression of heat shock protein HSP70 gene in winter and summer in the semen of Holstein bulls born in Iraq. Basrah Journal of Veterinary Research. 2018;17(3):280–289. b. [Google Scholar]
- Hassan K., Born C., Nordqvist P. Iraq: Climate-related security risk assessment. The Expert Working Group on Climate-related Security Risks; 2018. [Google Scholar]
- Juma K. H., Alkass J. E. Native goats of Iraq: A review. Dirasat, Agricultural Sciences. 2005;32(2):180–188. [Google Scholar]
- Karademir B., Sari-Kaplan G. In: Encyclopedia of signaling molecules. Choi S., editor. Springer; 2018. Heat Shock Protein (HSP). pp. 2330–2339. [DOI] [Google Scholar]
- Kõressaar T., Lepamets M., Kaplinski L., Raime K., Andreson R., Remm M. Primer3_masker: Integrating masking of template sequence with primer design software. Bioinformatics. 2018;34(11):1937–1938. doi: 10.1093/bioinformatics/bty036. [DOI] [PubMed] [Google Scholar]
- Kumar R., Gupta I. D., Verma A., Verma N., Magotra A., Vineeth M. R. Molecular characterization and polymorphism detection in HSPB6 gene in Sahiwal cattle. Indian Journal of Animal Research. 2015;49(5):595–598. doi: 10.18805/ijar.5568. [DOI] [Google Scholar]
- Kumar S., Stecher G., Li M., Knyaz C., Tamura K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Molecular Biology and Evolution. 2018;35(6):1547–1549. doi: 10.1093/molbev/msy096. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Minde D. P., Anvarian Z., Rüdiger S. G., Maurice M. M. Messing up disorder: How do missense mutations in the tumor suppressor protein APC lead to cancer? Molecular Cancer. 2011;10(1):101. doi: 10.1186/1476-4598-10-101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mohalik P. K., Sahoo S. S., Mishra C., Dash S. K., Nayak G. Novel polymorphism of HSP70 gene affected caprine physiological vital parameters. Animal Biotechnology. 2021;32(5):550–557. doi: 10.1080/10495398.2020.1726364. [DOI] [PubMed] [Google Scholar]
- Najafi M., Mianji G. R., Pirsaraie Z. A. Cloning and comparative analysis of gene structure in promoter site of alpha-s1 casein gene in Naeinian goat and sheep. Meta Gene. 2014;2:854–861. doi: 10.1016/j.mgene.2014.11.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nikbin S., Panandam J. M., Yaakub H., Murugaiyah M., Sazili A. Q. Novel SNPs in heat shock protein 70 gene and their association with sperm quality traits of Boer goats and Boer crosses. Animal Reproduction Science. 2014;146(3-4):176–181. doi: 10.1016/j.anireprosci.2014.03.001. [DOI] [PubMed] [Google Scholar]
- Novick L. R., Fuselier L. C. Perception and conception in understanding evolutionary trees. Cognition. 2019;192:104001. doi: 10.1016/j.cognition.2019.06.013. [DOI] [PubMed] [Google Scholar]
- Pachauri R. K., Allen M. R., Barros V. R., Broome J., Cramer W., Christ R., van Ypserle J. P. Climate change 2014: Synthesis report. Intergovernmental Panel on Climate Change; 2014. [Google Scholar]
- Pawar H. N., Agrawal R. K., Brah G. S. Expression, purification and characterization of recombinant Heat Shock Protein 70 (HSP70) from sheep and goat species. International Journal of Current Microbiology and Applied Sciences. 2013;2(11):440–452. [Google Scholar]
- Rashamol V. P., Sejian V., Bagath M., Krishnan G., Archana P. R., Bhatta R. Physiological adaptability of livestock to heat stress: An updated review. Journal of Animal Behaviour and Biometeorology. 2018;6(3):62–71. doi: 10.31893/2318-1265jabb.v6n3p62-71. [DOI] [Google Scholar]
- Ravaschiere A., Cutler C., Edleson K., Halem Z., Magun H., Meckler F., Cox R. Quantification of heat shock protein 70 and acetylcholinesterase over a time course suggests environmental adaptation in a foundational molluscan species. Ecotoxicology and Environmental Safety. 2017;142:222–229. doi: 10.1016/j.ecoenv.2017.04.003. [DOI] [PubMed] [Google Scholar]
- Raza S. H. A., Hassanin A. A., Dhshan A. I., Abdelnour S. A., Khan R., Mei C., Zan L. In silico genomic and proteomic analyses of three heat shock proteins (HSP70, HSP90-α, and HSP90-β) in even-toed ungulates. Electronic Journal of Biotechnology. 2021;53:61–70. doi: 10.1016/j.ejbt.2021.07.002. [DOI] [Google Scholar]
- Richter K., Haslbeck M., Buchner J. The heat shock response: Life on the verge of death. Molecular Cell. 2010;40(2):253–266. doi: 10.1016/j.molcel.2010.10.006. [DOI] [PubMed] [Google Scholar]
- Rodrigues C. H., Pires D. E., Ascher D. B. DynaMut: Predicting the impact of mutations on protein conformation, flexibility and stability. Nucleic Acids Research. 2018;46(W1):W350–W355. doi: 10.1093/nar/gky300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rong Y., Zeng M., Guan X., Qu K., Liu J., Zhang J., Chen H., Huang B., Lei C. Association of HSF1 genetic variation with heat tolerance in Chinese cattle. Animals. 2019;9(12):1027. doi: 10.3390/ani9121027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sallam A. M. A missense mutation in the coding region of the toll-like receptor 4 gene affects milk traits in Barki sheep. Animal Bioscience. 2021;34(4):489–498. doi: 10.5713/ajas.19.0989. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shende P., Bhandarkar S., Prabhakar B. Heat shock proteins and their protective roles in stem cell biology. Stem Cell Reviews and Reports. 2019;15(5):637–651. doi: 10.1007/s12015-019-09903-5. [DOI] [PubMed] [Google Scholar]
- Silver J. T., Noble E. G. Regulation of survival gene HSP70. Cell Stress & Chaperones. 2012;17(1):1–9. doi: 10.1007/s12192-011-0290-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Simoncini D., Zhang K. Y. J. Population-based sampling and fragment-based de novo protein structure prediction. Encyclopedia of Bioinformatics and Computational Biology. 2019;1:774–784. doi: 10.1016/B978-0-12-809633-8.20507-4. [DOI] [Google Scholar]
- Singh R., Kaushik R., Dige M. S., Rout P. K. Identification of mutation in TMB1M6 gene in response to heat stress in goats. Biological Rhythm Research. 2020;51(7):995–1005. doi: 10.1080/09291016.2018.1563322. [DOI] [Google Scholar]
- Sodhi M., Mukesh M., Kishore A., Mishra B. P., Kataria R. S., Joshi B. K. Novel polymorphisms in UTR and coding region of inducible heat shock protein 70.1 gene in tropically adapted Indian zebu cattle (Bos indicus) and riverine buffalo (Bubalus bubalis) Gene. 2013;527(2):606–615. doi: 10.1016/j.gene.2013.05.078. [DOI] [PubMed] [Google Scholar]
- Tripathy K., Sodhi M., Kataria R. S., Chopra M., Mukesh M. In silico analysis of HSP70 gene family in bovine genome. Biochemical Genetics. 2021;59(1):134–158. doi: 10.1007/s10528-020-09994-7. [DOI] [PubMed] [Google Scholar]
- Waterhouse A., Bertoni M., Bienert S., Studer G., Tauriello G., Gumienny R., Heer F. T., Beer T., Rempfer C., Bordoli L., Lepore R., Schwede T. SWISS-MODEL: Homology modelling of protein structures and complexes. Nucleic Acids Research. 2018;46(W1):W296–W303. doi: 10.1093/nar/gky427. [DOI] [PMC free article] [PubMed] [Google Scholar]
