Go to The Journal of Clinical Investigation
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
  • Physician-Scientist Development
  • Current issue
  • Past issues
  • By specialty
    • COVID-19
    • Cardiology
    • Immunology
    • Metabolism
    • Nephrology
    • Oncology
    • Pulmonology
    • All ...
  • Videos
  • Collections
    • In-Press Preview
    • Resource and Technical Advances
    • Clinical Research and Public Health
    • Research Letters
    • Editorials
    • Perspectives
    • Physician-Scientist Development
    • Reviews
    • Top read articles

  • Current issue
  • Past issues
  • Specialties
  • In-Press Preview
  • Resource and Technical Advances
  • Clinical Research and Public Health
  • Research Letters
  • Editorials
  • Perspectives
  • Physician-Scientist Development
  • Reviews
  • Top read articles
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
Sequencing of a Chinese tetralogy of Fallot cohort reveals clustering mutations in myogenic heart progenitors
Clara Sze Man Tang, … , Paul Kwong Hang Tam, Peter J. Gruber
Clara Sze Man Tang, … , Paul Kwong Hang Tam, Peter J. Gruber
Published December 14, 2021
Citation Information: JCI Insight. 2022;7(2):e152198. https://doi.org/10.1172/jci.insight.152198.
View: Text | PDF
Research Article Cardiology Development

Sequencing of a Chinese tetralogy of Fallot cohort reveals clustering mutations in myogenic heart progenitors

  • Text
  • PDF
Abstract

Tetralogy of Fallot (TOF) is the most common cyanotic heart defect, yet the underlying genetic mechanisms remain poorly understood. Here, we performed whole-genome sequencing analysis on 146 nonsyndromic TOF parent-offspring trios of Chinese ethnicity. Comparison of de novo variants and recessive genotypes of this data set with data from a European cohort identified both overlapping and potentially novel gene loci and revealed differential functional enrichment between cohorts. To assess the impact of these mutations on early cardiac development, we integrated single-cell and spatial transcriptomics of early human heart development with our genetic findings. We discovered that the candidate gene expression was enriched in the myogenic progenitors of the cardiac outflow tract. Moreover, subsets of the candidate genes were found in specific gene coexpression modules along the cardiomyocyte differentiation trajectory. These integrative functional analyses help dissect the pathogenesis of TOF, revealing cellular hotspots in early heart development resulting in cardiac malformations.

Authors

Clara Sze Man Tang, Mimmi Mononen, Wai-Yee Lam, Sheng Chih Jin, Xuehan Zhuang, Maria-Mercè Garcia-Barcelo, Qiongfen Lin, Yujia Yang, Makoto Sahara, Elif Eroglu, Kenneth R. Chien, Haifa Hong, Paul Kwong Hang Tam, Peter J. Gruber

×

Figure 6

Integration of coexpression modules and signaling pathway enrichment with pseudotime gene expression of genes with de novo and recessive damaging variants in Chinese TOF cases.

Options: View larger image (or click on image) Download as PowerPoint
Integration of coexpression modules and signaling pathway enrichment wit...
(A) Genes varying across the in vitro cardiac differentiation trajectory grouped into 44 Monocle 3 coexpression modules and visualized as aggregate module scores for developmental states. Some modules exhibited differentiation state-specific aggregation (M10, M13, pluripotency; M38, proliferative cardiac progenitor; M22, M33, cardiac myocyte), with other modules specifically enriched for genes belonging to NOTCH (M8), VEGF (M4, M40), or both NOTCH and VEGF (M39) signaling pathways. In addition, indicated modules were enriched for genes with de novo and recessive damaging variants identified in Chinese TOF cases. The number of genes with damaging variants (total of de novo and recessive) and the total number of genes in each module are shown in parentheses. The bold rectangles in the 2 right panels indicate significance for Benjamini-Hochberg–adjusted P value at FDR < 0.10. (B) GO analysis of 4 coexpression modules showing enrichment of genes with damaging variants. The top 5 most significant GO terms are shown for each module. (C) Pseudotime expression trends of TOF genes over the pseudotime trajectory. The TOF genes are compiled from Morgenthau and Frishman (5), Page et al. (7), and Jin et al. (6). Genes belonging to the modules with enrichment of Chinese TOF candidate genes are shown, and the coexpression modules are indicated in parentheses. (D) Pseudotime expression patterns of genes with damaging de novo (CECR2, BMP5, TRIM54, and CORO6) and recessive (USP24, ZNFX1, PARP3, MYOM2, and MYO18B) mutations in Chinese TOF cases. Genes belonging to the coexpression modules with overall enrichment of damaging variants and differentiation stage-specific patterns, e.g., M1, M12, and M22, are shown.

Copyright © 2025 American Society for Clinical Investigation
ISSN 2379-3708

Sign up for email alerts