Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients
Abstract Background Deep vein thrombosis (DVT) is associated with stroke. Here, we hypothesize that genes associated with DVT may also play roles in the development of stroke. Methods we firstly conducted large-scale literature based disease-gene relationship data analysis to explore the genes impli...
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doaj-5c0d9f7532684d7597f907071155a53e2021-04-02T17:56:40ZengBMCBMC Medical Genetics1471-23502020-10-0121S11610.1186/s12881-020-01108-9Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patientsXixi Xiang0Di Yuan1Peiyan Kong2Ting Chen3Han Yao4Shijia Lin5Xi Zhang6Hongbao Cao7State Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingDepartment of Educational Technology, College of Basic Medical Sciences, Army Medical UniversityState Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingState Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingState Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingState Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingState Key Laboratory of Trauma, Burns and Combined Injury; Medical Center of Hematology, The Second Affiliated Hospital of Army Medical University, Key Subject of ChongqingDepartment of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical UniversityAbstract Background Deep vein thrombosis (DVT) is associated with stroke. Here, we hypothesize that genes associated with DVT may also play roles in the development of stroke. Methods we firstly conducted large-scale literature based disease-gene relationship data analysis to explore the genes implicated with DVT and stroke. Further, a mega-analysis was conducted for each of these genes that were linked to DVT but not stroke, using 11 independent stroke RNA expression datasets (176 stroke cases and 102 healthy controls). Then, a multiple linear regression (MLR) model was employed to study possible influential factors on the gene expression levels in stroke. After that, a functional pathway analysis was performed to identify the potential biological linkage between stroke and the target genes suggested by mega-analysis. Results Over 81.10% genes implicated with DVT also suggested an association with stroke. Among the 24 DVT-specific genes, one DVT-inhibiting gene, SP1, presented significantly increased expression in stroke (LFC = 1.34, p-value = 0.0045). Pathway analysis showed that SP1 may play a therapeutic role in post-stroke patients by promoting multiple of stroke-inhibitors. Moreover, geographical region was indicated as an influential factor on the expression levels of SP1 in stroke samples (p-value = 0.037). Conclusion Our results suggested that DVT inhibitor SP1 could be a novel therapeutic target gene for post-stroke treatment. Further study of the potential relations between SP1 and stroke was guaranteed.http://link.springer.com/article/10.1186/s12881-020-01108-9Deep vein thrombosisStrokeMega-analysisPathway analysisMultiple linear regression analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xixi Xiang Di Yuan Peiyan Kong Ting Chen Han Yao Shijia Lin Xi Zhang Hongbao Cao |
spellingShingle |
Xixi Xiang Di Yuan Peiyan Kong Ting Chen Han Yao Shijia Lin Xi Zhang Hongbao Cao Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients BMC Medical Genetics Deep vein thrombosis Stroke Mega-analysis Pathway analysis Multiple linear regression analysis |
author_facet |
Xixi Xiang Di Yuan Peiyan Kong Ting Chen Han Yao Shijia Lin Xi Zhang Hongbao Cao |
author_sort |
Xixi Xiang |
title |
Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
title_short |
Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
title_full |
Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
title_fullStr |
Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
title_full_unstemmed |
Deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
title_sort |
deep vein thrombosis inhibitor may play a therapeutic role in post-stroke patients |
publisher |
BMC |
series |
BMC Medical Genetics |
issn |
1471-2350 |
publishDate |
2020-10-01 |
description |
Abstract Background Deep vein thrombosis (DVT) is associated with stroke. Here, we hypothesize that genes associated with DVT may also play roles in the development of stroke. Methods we firstly conducted large-scale literature based disease-gene relationship data analysis to explore the genes implicated with DVT and stroke. Further, a mega-analysis was conducted for each of these genes that were linked to DVT but not stroke, using 11 independent stroke RNA expression datasets (176 stroke cases and 102 healthy controls). Then, a multiple linear regression (MLR) model was employed to study possible influential factors on the gene expression levels in stroke. After that, a functional pathway analysis was performed to identify the potential biological linkage between stroke and the target genes suggested by mega-analysis. Results Over 81.10% genes implicated with DVT also suggested an association with stroke. Among the 24 DVT-specific genes, one DVT-inhibiting gene, SP1, presented significantly increased expression in stroke (LFC = 1.34, p-value = 0.0045). Pathway analysis showed that SP1 may play a therapeutic role in post-stroke patients by promoting multiple of stroke-inhibitors. Moreover, geographical region was indicated as an influential factor on the expression levels of SP1 in stroke samples (p-value = 0.037). Conclusion Our results suggested that DVT inhibitor SP1 could be a novel therapeutic target gene for post-stroke treatment. Further study of the potential relations between SP1 and stroke was guaranteed. |
topic |
Deep vein thrombosis Stroke Mega-analysis Pathway analysis Multiple linear regression analysis |
url |
http://link.springer.com/article/10.1186/s12881-020-01108-9 |
work_keys_str_mv |
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