Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-altitude Adaptation of Tibetan Pigs
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ABSTRACT:
ORGANISM(S): Sus scrofa
PROVIDER: GSE84409 | GEO | 2016/07/15
SECONDARY ACCESSION(S): PRJNA329099
REPOSITORIES: GEO
Similar Datasets
Project description:In this study, RNA-seq technique was used to identify differentially expressed genes (DEGs) in cardiac muscle of the Tibetan pigs raised at highland (TH), Tibetan pigs raised at lowland (TL), Yorkshire pigs raised at highland (YH) and Yorkshire raised at lowland (YL). We obtained 551M clean reads and detected 18585 genes that were expressed in the eight heart samples. According to a standard of fold-change (FC>2 or FC <0.5) and difference significant (P<0.05), obtained 299, 169, 242 and 368 of significantly differentially expressed genes (DEGs) respectively in TH vs.YH, TH vs.TL, TL vs.YL and YH vs.YL. GO and pathways analysis for DEGs results showed enrichment in HIF-1 signaling pathway, and hypertrophic cardiomyopathy (Hypertrophic cardiomyopathy (HCM), cardiovascular development, immunity, DNA damage and other biological functions. Eight DEGs were randomly selected to validate the veracity of RNA-seq and using real-time PCR. The results showed that the expression corresponds to the trend in RNA-seq, hence the deep-sequencing methods were feasible and efficient. This study expanded the number of hypoxic-adaptation-related genes in pig and indicated that the expression patterns of hypoxia-related genes are significantly altered in the Tibetan pig. DEGs may play important roles in hypoxic adaptation after migration to hypoxic environments.
2016-12-29 | GSE92981 | GEO
Project description:To explore the exceptional mechanisms of gene expression and DNA methylation that are induced by low altitude environments in Tibetan pigs, we performed a comparative transcriptomic analysis of skeletal muscle in indigenous Tibetan pigs that reside in high altitude regions (～4,000 m) and their counterparts that migrated to the geographically neighboring low-altitude regions (～500 m) for nearly ten generations. We identified protein coding genes that related to hypoxia response (EGLN3 and FLT1), oxygen transport and energy metabolism (TFB2M), and two long non-coding RNAs (TCONS_00039686 and TCONS_00084992) that associated with the regulation of transcription and various nucleolus and organelle lumen, were differentially expressed between Tibetan pigs and their counterparts in low-altitude regions, thus might be the potential candidate regulators in skeletal muscle of low-altitude acclimation in Tibetan pigs. We also found genes embedded in differentially methylated regions between Tibetan pigs and their counterparts in low-altitude regions were mainly involved in ‘Starch and sucrose metabolism’, ‘glucuronosyltransferase activity’ processes, hypoxia and energy metabolism. We envision that this study will serve as a valuable resource for mammal acclimatization research and agricultural food industry.
2017-11-25 | GSE90511 | GEO
Project description:To explore the exceptional mechanisms of gene expression and DNA methylation that are induced by low altitude environments in Tibetan pigs, we performed a comparative transcriptomic analysis of skeletal muscle in indigenous Tibetan pigs that reside in high altitude regions (～4,000 m) and their counterparts that migrated to the geographically neighboring low-altitude regions (～500 m) for nearly ten generations. We identified protein coding genes that related to hypoxia response (EGLN3 and FLT1), oxygen transport and energy metabolism (TFB2M), and two long non-coding RNAs (TCONS_00039686 and TCONS_00084992) that associated with the regulation of transcription and various nucleolus and organelle lumen, were differentially expressed between Tibetan pigs and their counterparts in low-altitude regions, thus might be the potential candidate regulators in skeletal muscle of low-altitude acclimation in Tibetan pigs. We also found genes embedded in differentially methylated regions between Tibetan pigs and their counterparts in low-altitude regions were mainly involved in ‘Starch and sucrose metabolism’, ‘glucuronosyltransferase activity’ processes, hypoxia and energy metabolism. We envision that this study will serve as a valuable resource for mammal acclimatization research and agricultural food industry.
2017-11-25 | GSE90510 | GEO
Project description:In this study, miRNA-seq technique was used to identify differentially expressed miRNAs (DE miRNAs) in cardiac muscle of the Tibetan pig (TP) and Yorkshire pig (YP), which were both raised in highland environments. We obtained 108 M clean reads and 372 unique miRNAs that included 210 known pre-miRNAs and 162 novel pre-miRNAs. In addition, 20 DE miRNAs, including 10 upregulated and 10 downregulated miRNAs, were identified by comparing TP and YP. Based on the expression abundance and differentiation between the two populations, we predicted their targets, and KEGG pathway analyses suggested that DE miRNAs between the Tibetan pigs and Yorkshire pigs are involved in hypoxia-related pathways, such as the MAPK, mTOR, and VEGF signaling pathways, cancer-related signaling pathways, etc. Five DE miRNAs were randomly selected to validate the veracity of miRNA-seq using real-time PCR. The results showed that the expression corresponds to the trend in miRNA-seq, hence the deep-sequencing methods were feasible and efficient. This study expanded the number of hypoxic-adaptation-related miRNAs in pig and indicated that the expression patterns of hypoxia-related miRNAs are significantly altered in the Tibetan pig. DE miRNAs may play important roles in hypoxic adaptation after migration to hypoxic environments. mRNA profiles of 6-month old Tibetan pig (TP) and Yorkshire pig (YP) were generated by deep sequencing, in duplicate, using Hiseq 2000.
2015-07-31 | E-GEOD-71550 | biostudies-arrayexpress
Project description:To investigate the upstream regulatory networks in myogenesis that lead to the establishment of the myogenic lineage and subsequent differentiation, we proformed scATAC-seq of pig somite and myotome cells from Tibetan pigs (ZZ) and Duroc×Tibetan pigs (DZ) at several embryonic stages (E18, E21, and E28).
2023-01-15 | GSE206913 | GEO
Project description:To investigate the upstream regulatory networks in myogenesis that lead to the establishment of the myogenic lineage and subsequent differentiation, we proformed scRNA-seq of pig somite and myotome cells from Tibetan pigs (ZZ) and Duroc×Tibetan pigs (DZ) at several embryonic stages (E16, E18, E21, and E28).
2023-01-15 | GSE206911 | GEO
Project description:In this study, miRNA-seq technique was used to identify differentially expressed miRNAs (DE miRNAs) in cardiac muscle of the Tibetan pig (TP) and Yorkshire pig (YP), which were both raised in highland environments. We obtained 108 M clean reads and 372 unique miRNAs that included 210 known pre-miRNAs and 162 novel pre-miRNAs. In addition, 20 DE miRNAs, including 10 upregulated and 10 downregulated miRNAs, were identified by comparing TP and YP. Based on the expression abundance and differentiation between the two populations, we predicted their targets, and KEGG pathway analyses suggested that DE miRNAs between the Tibetan pigs and Yorkshire pigs are involved in hypoxia-related pathways, such as the MAPK, mTOR, and VEGF signaling pathways, cancer-related signaling pathways, etc. Five DE miRNAs were randomly selected to validate the veracity of miRNA-seq using real-time PCR. The results showed that the expression corresponds to the trend in miRNA-seq, hence the deep-sequencing methods were feasible and efficient. This study expanded the number of hypoxic-adaptation-related miRNAs in pig and indicated that the expression patterns of hypoxia-related miRNAs are significantly altered in the Tibetan pig. DE miRNAs may play important roles in hypoxic adaptation after migration to hypoxic environments.
2015-07-31 | GSE71550 | GEO
Project description:Background: Responses to hypoxia have been investigated in many species; however, comparative study between conspecific geographical populations in different altitude regions is rare, especially for invertebrates . The migratory locust, Locusta migratoria, is widely distributed both on high-altitude Tibetan Plateau (TP) and on low-altitude North China Plain (NP). TP locusts have inhabited Tibetan Plateau since Quaternary glaciations events and thus probably have evolved superior capacity to deal with hypoxia. Results: Here we compared the hypoxic responses of TP and NP locusts from morphological, behavioral and physiological perspectives. We found that TP locusts were more tolerant of extreme hypoxia than NP locusts, with a lower proportion exhibiting stupor, a faster recovery time, and higher respiration rates. We compared the transcriptional profiles of field TP and NP locusts and found that their differences were possibly attributed to a combination of multiple factors, e.g. oxygen, UV radiation, temperature and nutrition. To evaluate why TP locusts respond to extreme hypoxia differently from NP locusts, we subjected them to extreme hypoxia and compared their transcriptional responses. We found that the aerobic metabolism was more active in TP locusts than in NP locusts. RNAi disruption of PDHE1b, an entry gene from glycolysis to TCA cycle, increased the ratio of stupor in Tibetan locusts and decreased the ATP content of Tibetan locusts in hypoxia, confirming the significant importance of this metabolic branch for TP locusts to conquer hypoxia. Conclusions: Here we show that TP locusts are better tolerant of hypoxia than NP locusts and the better capacity to modulate primary metabolism in TP locusts contributes to their superior tolerance of hypoxia compared to NP locusts. FIELD POPULATION: TP locusts vs. NP locusts;direct comparison on 6 separate microarrays; each microarray compares one biological replicate; each biological replicate contains 10 individuals. LAB POPULATION: hypoxia-treated TP locusts vs TP locusts in normoxia; hypoxia-treated NP locusts vs NP locusts in normoxia; direct comparison on 6 separate microarrays; each microarray compares one biological replicate; each biological replicate contains 10 individuals.
2013-12-24 | E-GEOD-43327 | biostudies-arrayexpress
Project description:Background/Aims: Tibetan chickens, a unique plateau breed, have good performances to adapt to high-altitude hypoxic environments. A number of positively selected genes have been reported in Tibetan chickens; however, the mechanisms of gene expression for hypoxia adaptation are not fully understood. Methods: Eggs from Tibetan (TC) and Chahua (CH) chickens were incubated under hypoxic and normoxic conditions, and vessel density index (VDI) in the chorioallantoic membrane (CAM) of embryos was measured. Meanwhile, Transcriptomic and proteomic analyses of CAM tissues were performed in TC and CH embryos under hypoxic incubation using RNA-seq and iTRAQ. Results: We found that the vessel density index (VDI) in CAM of TCs was lower than in CHs under hypoxia incubation. In the transcriptomic and proteomic analyses, 160 differentially expressed genes (DEGs) and 387 differentially expressed proteins (DEPs) that were mainly enriched in angiogenesis, vasculature development, blood vessel morphogenesis, blood circulation, renin-angiotensin system, and HIF-1 and VEGF signaling pathways. Twenty-six genes involved in angiogenesis and blood circulation, two genes involved in ion transport, and six genes that regulated energy metabolism were identified as candidate functional genes in regulating hypoxic adaption of chicken embryos. Conclusion: Combination of transcriptomic and proteomic data revealed several key candidate regulators and pathways that might play high-priority roles in the hypoxic adaptation of Tibetan chickens by regulating angiogenesis and promoting blood circulation, thus explaining the blunt responses to hypoxic conditions on CAM angiogenesis in Tibetan chicken embryos. This research provided insights into the molecular mechanism of hypoxia adaptation in Tibetan chickens.
2020-07-13 | GSE126082 | GEO
Project description:Background: Responses to hypoxia have been investigated in many species; however, comparative study between conspecific geographical populations in different altitude regions is rare, especially for invertebrates . The migratory locust, Locusta migratoria, is widely distributed both on high-altitude Tibetan Plateau (TP) and on low-altitude North China Plain (NP). TP locusts have inhabited Tibetan Plateau since Quaternary glaciations events and thus probably have evolved superior capacity to deal with hypoxia. Results: Here we compared the hypoxic responses of TP and NP locusts from morphological, behavioral and physiological perspectives. We found that TP locusts were more tolerant of extreme hypoxia than NP locusts, with a lower proportion exhibiting stupor, a faster recovery time, and higher respiration rates. We compared the transcriptional profiles of field TP and NP locusts and found that their differences were possibly attributed to a combination of multiple factors, e.g. oxygen, UV radiation, temperature and nutrition. To evaluate why TP locusts respond to extreme hypoxia differently from NP locusts, we subjected them to extreme hypoxia and compared their transcriptional responses. We found that the aerobic metabolism was more active in TP locusts than in NP locusts. RNAi disruption of PDHE1b, an entry gene from glycolysis to TCA cycle, increased the ratio of stupor in Tibetan locusts and decreased the ATP content of Tibetan locusts in hypoxia, confirming the significant importance of this metabolic branch for TP locusts to conquer hypoxia. Conclusions: Here we show that TP locusts are better tolerant of hypoxia than NP locusts and the better capacity to modulate primary metabolism in TP locusts contributes to their superior tolerance of hypoxia compared to NP locusts.
2013-12-24 | GSE43327 | GEO