Comprehensive Transcriptomics Profiling of MicroRNA Reveals Plasma Circulating Biomarkers of Hypertrophic Cardiomyopathy and Dysregulated Signaling Pathways

被引:5
|
作者
Liang, Lusha W. [1 ]
Hasegawa, Kohei [4 ]
Maurer, Mathew S. [1 ]
Reilly, Muredach P. [1 ,2 ]
Fifer, Michael A. [3 ]
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
关键词
cardiomyopathy; hypertrophic; gene expression profiling; inflammation; microRNAs; mutation; DIASTOLIC DYSFUNCTION; CARDIAC-HYPERTROPHY; ENRICHMENT ANALYSIS; MANAGEMENT; EXPRESSION; FIBROSIS; DISEASE;
D O I
10.1161/CIRCHEARTFAILURE.122.010010
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
引用
收藏
页数:11
相关论文
共 48 条
  • [31] COMPREHENSIVE PLASMA PROTEOMICS PROFILING IDENTIFIES A SMALL SET OF CIRCULATING BIOMARKERS TO DISTINGUISH TRANSTHYRETIN AMYLOID CARDIOMYOPATHY FROM OTHER CARDIOMYOPATHIES WITH LEFT VENTRICULAR HYPERTROPHY
    Akita, Keitaro
    Teruya, Sergio Luis
    Bampatsias, Dimitrios
    Mirabal, Alfonsina
    Maurer, Mathew S.
    Shimada, Yuichi J.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2025, 85 (12) : 1162 - 1162
  • [32] Comprehensive lipid profiling of plasma in patients with benign breast tumor and breast cancer reveals novel biomarkers
    Yang, Li
    Cui, Xinge
    Zhang, Ningning
    Li, Min
    Bai, Yu
    Han, Xiaohong
    Shi, Yuankai
    Liu, Huwei
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (17) : 5065 - 5077
  • [33] Comprehensive lipid profiling of plasma in patients with benign breast tumor and breast cancer reveals novel biomarkers
    Li Yang
    Xinge Cui
    Ningning Zhang
    Min Li
    Yu Bai
    Xiaohong Han
    Yuankai Shi
    Huwei Liu
    Analytical and Bioanalytical Chemistry, 2015, 407 : 5065 - 5077
  • [34] Gene expression profiling of early failed xenografted heart reveals perturbations in calcium signaling, cardiomyopathy, immune and inflammatory related pathways
    Oh, Keon
    Vasamsetti, Bala Murali Krishna
    Kim, Doyoung
    Kim, Jun Seok
    Chee, Hyun Keun
    No, Jin Gu
    Byun, Sung-June
    Yang, Hyeon
    Ock, Sun A.
    Lee, Heasun
    Lee, Hwi-Cheul
    Hwang, Seongsoo
    Kim, Junmo
    Yun, Ik Jin
    XENOTRANSPLANTATION, 2019, 26 (05)
  • [35] Global microRNA profiling in human urinary exosomes reveals novel disease biomarkers and cellular pathways for autosomal dominant polycystic kidney disease
    Magayr, Tajdida A.
    Song, Xuewen
    Streets, Andrew J.
    Vergoz, Laura
    Chang, Lijun
    Valluru, Manoj K.
    Yap, Hsiu L.
    Lannoy, Morgane
    Haghighi, Amirreza
    Simms, Roslyn J.
    Tam, Frederick W. K.
    Pei, York
    Ong, Albert C. M.
    KIDNEY INTERNATIONAL, 2020, 98 (02) : 420 - 435
  • [36] Plasma Proteomic Profiling in Hypertrophic Cardiomyopathy Patients before and after Surgical Myectomy Reveals Post-Procedural Reduction in Systemic Inflammation
    Larson, Amy
    Libermann, Towia A.
    Bowditch, Heather
    Das, Gaurav
    Diakos, Nikolaos
    Huggins, Gordon S.
    Rastegar, Hassan
    Chen, Frederick Y.
    Rowin, Ethan J.
    Maron, Martin S.
    Chin, Michael T.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (05) : 1 - 22
  • [37] Identification of cardiomyopathy associated circulating miRNA biomarkers in patients with muscular dystrophy using a complementary cardiovascular magnetic resonance and plasma profiling approach
    Becker, Svetlana
    Florian, Anca
    Patrascu, Alexandru
    Roesch, Sabine
    Waltenberger, Johannes
    Sechtem, Udo
    Schwab, Matthias
    Schaeffeler, Elke
    Yilmaz, Ali
    JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2016, 18
  • [38] Identification of cardiomyopathy associated circulating miRNA biomarkers in patients with muscular dystrophy using a complementary cardiovascular magnetic resonance and plasma profiling approach
    Svetlana Becker
    Anca Florian
    Alexandru Patrascu
    Sabine Rösch
    Johannes Waltenberger
    Udo Sechtem
    Matthias Schwab
    Elke Schaeffeler
    Ali Yilmaz
    Journal of Cardiovascular Magnetic Resonance, 18
  • [39] GLOBAL MICRORNA PROFILING IN HUMAN URINARY EXOSOMES REVEALS NEW DISEASE BIOMARKERS AND CELLULAR PATHWAYS FOR AUTOSOMAL DOMINANT POLYCYSTIC KIDNEY DISEASE (ADPKD)
    Magayr, Tajdida
    Streets, Andrew
    Ong, Albert
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2019, 34
  • [40] Comprehensive evaluation of microRNA-10b in digestive system cancers reveals prognostic implication and signaling pathways associated with tumor progression
    Shen, Yi
    Dai, Xiaolei
    Chen, Haibo
    Zhai, Shuwei
    Peng, Qiliang
    Cai, Shang
    Zhu, Yaqun
    Huan, Jian
    Shen, Yuntian
    JOURNAL OF CANCER, 2021, 12 (13): : 4011 - 4024