Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas

Abstract Background Previous studies indicated a strong association between hyperkalemia and lung squamous cell carcinomas (LSCC). However, the underlying mechanism is not fully understood so far. Methods Literature-based data mining was conducted to identify genes, molecule, and cell processes link...

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Main Authors: Xianping Meng, Hongyan Lu, Xia Jiang, Bin Huang, Song Wu, Guiping Yu, Hongbao Cao
Format: Article
Language:English
Published: BMC 2020-10-01
Series:BMC Medical Genetics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12881-020-01099-7
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spelling doaj-497f65aab75a4b4bb6efd730fe3484b72021-04-02T17:34:22ZengBMCBMC Medical Genetics1471-23502020-10-0121S11710.1186/s12881-020-01099-7Understanding the molecular association between hyperkalemia and lung squamous cell carcinomasXianping Meng0Hongyan Lu1Xia Jiang2Bin Huang3Song Wu4Guiping Yu5Hongbao Cao6Department of Radiology, Jiangyin People’s HospitalDepartment of Cardiothoracic Surgery, The affiliated Jiangyin Hospital of Southeast University Medical CollegeDepartment of Cardiothoracic Surgery, The affiliated Jiangyin Hospital of Southeast University Medical CollegeDepartment of Cardiothoracic Surgery, The affiliated Jiangyin Hospital of Southeast University Medical CollegeDepartment of Cardiothoracic Surgery, The affiliated Jiangyin Hospital of Southeast University Medical CollegeDepartment of Cardiothoracic Surgery, The affiliated Jiangyin Hospital of Southeast University Medical CollegeDepartment of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical UniversityAbstract Background Previous studies indicated a strong association between hyperkalemia and lung squamous cell carcinomas (LSCC). However, the underlying mechanism is not fully understood so far. Methods Literature-based data mining was conducted to identify genes, molecule, and cell processes linked to both hyperkalemia and LSCC. Pathway analysis was performed to explore the interactive network, common-target network, and common-regulator network for both disorders. Then, a mega-analysis using 11 independent LSCC RNA expression datasets (358 LSCCs and 278 healthy controls) was performed to test the hypothesis that genes influencing hyperkalemia may also play roles in LSCC. Results There was a significant overlap between the genes implicated with both diseases (20 genes, p-value = 4.98e-15), which counts for 16% of all hyperkalemia genes (125 genes). Network analysis identified 12 molecules as common targets for hyperkalemia and LSCC, and 19 molecules as common regulators. Moreover, 19 molecules were identified within an interactive network, through which hyperkalemia and LSCC could exert influence on each other. In addition, meta-analysis identified one hyperkalemia promoter, SPP1, as a novel contributor for LSCC (LFC = 2.64; p-value = 2.81e-6). MLR analysis suggests geographical region as an influential factor for the expression levels of SPP1 in LSCC patients (p value = 0.036, 0.054). Conclusion Our results showed that there was a common molecular basis for the pathology of both hyperkalemia and LSCC, and that genes promoting hyperkalemia might also play roles in the development of LSCC. However, this study did not suggest hypercalcemia as a casual factor for LSCC.http://link.springer.com/article/10.1186/s12881-020-01099-7HyperkalemiaLung squamous cell carcinomasMega-analysisPathway analysisMultiple linear regression analysis
collection DOAJ
language English
format Article
sources DOAJ
author Xianping Meng
Hongyan Lu
Xia Jiang
Bin Huang
Song Wu
Guiping Yu
Hongbao Cao
spellingShingle Xianping Meng
Hongyan Lu
Xia Jiang
Bin Huang
Song Wu
Guiping Yu
Hongbao Cao
Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
BMC Medical Genetics
Hyperkalemia
Lung squamous cell carcinomas
Mega-analysis
Pathway analysis
Multiple linear regression analysis
author_facet Xianping Meng
Hongyan Lu
Xia Jiang
Bin Huang
Song Wu
Guiping Yu
Hongbao Cao
author_sort Xianping Meng
title Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
title_short Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
title_full Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
title_fullStr Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
title_full_unstemmed Understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
title_sort understanding the molecular association between hyperkalemia and lung squamous cell carcinomas
publisher BMC
series BMC Medical Genetics
issn 1471-2350
publishDate 2020-10-01
description Abstract Background Previous studies indicated a strong association between hyperkalemia and lung squamous cell carcinomas (LSCC). However, the underlying mechanism is not fully understood so far. Methods Literature-based data mining was conducted to identify genes, molecule, and cell processes linked to both hyperkalemia and LSCC. Pathway analysis was performed to explore the interactive network, common-target network, and common-regulator network for both disorders. Then, a mega-analysis using 11 independent LSCC RNA expression datasets (358 LSCCs and 278 healthy controls) was performed to test the hypothesis that genes influencing hyperkalemia may also play roles in LSCC. Results There was a significant overlap between the genes implicated with both diseases (20 genes, p-value = 4.98e-15), which counts for 16% of all hyperkalemia genes (125 genes). Network analysis identified 12 molecules as common targets for hyperkalemia and LSCC, and 19 molecules as common regulators. Moreover, 19 molecules were identified within an interactive network, through which hyperkalemia and LSCC could exert influence on each other. In addition, meta-analysis identified one hyperkalemia promoter, SPP1, as a novel contributor for LSCC (LFC = 2.64; p-value = 2.81e-6). MLR analysis suggests geographical region as an influential factor for the expression levels of SPP1 in LSCC patients (p value = 0.036, 0.054). Conclusion Our results showed that there was a common molecular basis for the pathology of both hyperkalemia and LSCC, and that genes promoting hyperkalemia might also play roles in the development of LSCC. However, this study did not suggest hypercalcemia as a casual factor for LSCC.
topic Hyperkalemia
Lung squamous cell carcinomas
Mega-analysis
Pathway analysis
Multiple linear regression analysis
url http://link.springer.com/article/10.1186/s12881-020-01099-7
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