Comprehensive Transcriptomics Profiling of MicroRNA Reveals Plasma Circulating Biomarkers of Hypertrophic Cardiomyopathy and Dysregulated Signaling Pathways
被引:5
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作者:
Liang, Lusha W.
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Columbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Liang, Lusha W.
[1
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Hasegawa, Kohei
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Harvard Med Sch, Massachusetts Gen Hosp, Dept Emergency Med, Boston, MA USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Hasegawa, Kohei
[4
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Maurer, Mathew S.
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机构:
Columbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Maurer, Mathew S.
[1
]
Reilly, Muredach P.
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机构:
Columbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Columbia Univ, Irving Med Ctr, Irving Inst Clin & Translat Res, New York, NY USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Reilly, Muredach P.
[1
,2
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Fifer, Michael A.
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机构:
Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Cardiol Div, Boston, MA USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Fifer, Michael A.
[3
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Shimada, Yuichi J.
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机构:
Columbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Cardiol Div, Boston, MA USAColumbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
Shimada, Yuichi J.
[1
,3
]
机构:
[1] Columbia Univ, Dept Med, Div Cardiol, Irving Med Ctr, 622 W 168th St,PH 3-342, New York, NY 10032 USA
[2] Columbia Univ, Irving Med Ctr, Irving Inst Clin & Translat Res, New York, NY USA
[3] Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Cardiol Div, Boston, MA USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Dept Emergency Med, Boston, MA USA
Background:Hypertrophic cardiomyopathy (HCM) is caused by mutations in genes coding for proteins essential for myocardial contraction. However, it remains unclear through which signaling pathways these gene mutations mediate HCM pathogenesis. Growing evidence indicates that microRNAs (miRNAs) play an important role in the regulation of gene expression. We hypothesized that transcriptomics profiling of plasma miRNAs would reveal circulating biomarkers and dysregulated signaling pathways in HCM. Methods:We conducted a multicenter case-control study of cases with HCM and controls with hypertensive left ventricular hypertrophy. We performed plasma transcriptomics profiling of miRNAs using RNA sequencing. We developed a transcriptomics-based discrimination model using samples retrieved during the first two-thirds of the study period at one institution (training set). We prospectively tested its discriminative ability in samples collected thereafter from the same institution (prospective test set). We also externally validated the model by applying it to samples collected from the other institutions (external test set). We executed pathway analysis of dysregulated miRNAs with univariable PResults:This study included 555 patients (392 cases and 163 controls). One thousand one hundred forty-one miRNAs passed our quality control filters. The area under the receiver operating characteristic curve of the transcriptomics-based model derived from the training set was 0.86 (95% CI, 0.79-0.93) in the prospective test set and 0.94 (95% CI, 0.90-0.97) in the external test set. Pathway analysis revealed dysregulation of the Ras-MAPK (mitogen-activated protein kinase) pathway and pathways related to inflammation in HCM. Conclusions:This study utilized comprehensive transcriptomics profiling with RNA sequencing in HCM, revealing circulating miRNA biomarkers and dysregulated pathways.
机构:
Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Zheng, Xiao-Hui
Cui, Cui
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Cui, Cui
Ruan, Hong-Lian
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机构:
Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Ruan, Hong-Lian
Xue, Wen-Qiong
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Xue, Wen-Qiong
Zhang, Shao-Dan
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Zhang, Shao-Dan
Hu, Ye-Zhu
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Hu, Ye-Zhu
Zhou, Xin-Xi
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
Zhou, Xin-Xi
Jia, Wei-Hua
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Sun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, Dept Expt Res, State Key Lab Oncol South China,Collaborat Innova, Guangzhou 510060, Guangdong, Peoples R China
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R China
Seoul Natl Univ, Inst Microbiol, Sch Biol Sci, Seoul, South KoreaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R China
Sun, Bo
Liu, Rui
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Seoul Natl Univ, Biophys Lab, Sch Biol Sci, Seoul, South KoreaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R China
Liu, Rui
Ye, Nan
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Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R China
Ye, Nan
Xiao, Zhong-Dang
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Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing 210096, Jiangsu, Peoples R China