Cardiovascular

Genetics-Informed Mapping Identifies a CRIM1-Associated Endocardial Inflammatory Remodeling State in Acute Myocardial Infarction.

TL;DR

Integration of TWAS with single-nucleus RNA-sequencing identified a genetics-informed endocardial inflammatory remodeling state in AMI, defined by a 5-gene panel (RPS8, PLEC, CFDP1, CRIM1, TNS2), with CRIM1 prioritized as a candidate linked to selected inflammatory, metabolic, and structural outputs.

Key Findings

The endocardium exhibited the most prominent infarction-associated increase in TWAS-anchored program activity among cardiac cell types in AMI.

  • Analysis integrated a meta-transcriptome-wide association study (TWAS) with a human cardiac single-nucleus RNA-sequencing atlas containing 11 individuals (5 AMI and 6 donor).
  • The endocardium showed expansion of program-high states compared to donor controls.
  • Higher CytoTRACE scores were observed in the AMI endocardium, suggesting altered developmental or transcriptional state.
  • Composite program states were defined by global score quartiles.

A consensus 5-gene panel (RPS8, PLEC, CFDP1, CRIM1, TNS2) was identified for discriminating endocardial transcriptional states in AMI.

  • Among 2163 AMI endocardial nuclei from 5 patients, the classifier identified 364 Endo_LTS (endocardial low-transcriptional-state) and 751 Endo_HTS (endocardial high-transcriptional-state) nuclei.
  • 1048 Endo_MTS (mid-transcriptional-state) nuclei were excluded from the classification analysis.
  • Pooled out-of-fold ROC-AUCs ranged from 0.665 to 0.831 using 5-fold leave-1-patient-out cross-validation.
  • The panel was evaluated as a fixed 5-gene set for nucleus-level state discrimination within the AMI endocardium.

The 5-gene panel showed discriminatory value in an independent peripheral-blood AMI-versus-control cohort.

  • Discriminatory performance was demonstrated beyond the single-nucleus RNA-seq dataset in peripheral blood samples.
  • This suggests the endocardial transcriptional program may have systemic or blood-accessible correlates.
  • The panel was originally derived from endocardial single-nucleus data and tested in a complementary cohort design.

CRIM1 silencing in hypoxia-treated hiPSC-derived endocardial endothelial-like cells attenuated multiple inflammatory, metabolic, and structural markers.

  • CRIM1 knockdown reduced expression of ACTA2/alpha-SMA, vimentin, LDHA, CCL2, and VEGFA.
  • CRIM1 silencing partially restored CD31 expression, a marker of endothelial identity.
  • TGF-β remained elevated after CRIM1 silencing, arguing against a simple linear regulatory model.
  • Experiments used human induced pluripotent stem cell (hiPSC)-derived endocardial endothelial-like cells under hypoxia treatment as the functional model.

Persistent TGF-β elevation after CRIM1 silencing indicates that CRIM1 does not operate through a simple linear regulatory pathway in endocardial remodeling.

  • TGF-β levels were not attenuated by CRIM1 knockdown despite reductions in other remodeling markers.
  • The authors conclude this finding 'argues against a simple linear regulatory model and indicates that further mechanistic validation is required.'
  • This suggests the remodeling program involves parallel or compensatory pathways beyond CRIM1.

The study used a meta-TWAS integrated with single-nucleus RNA sequencing to identify genetics-informed cellular programs linking genetic AMI risk to specific cardiac cell states.

  • The atlas comprised 11 individuals: 5 AMI and 6 donor controls.
  • TWAS anchoring was used to identify genes whose genetically predicted expression associates with AMI risk and to map these to cell-type-specific programs.
  • This genetics-informed approach was designed to identify cellular contexts linking genetic risk to disease, which was described as previously unclear.

What This Means

This research suggests that in acute myocardial infarction (heart attack), a specific layer of the heart called the endocardium undergoes a distinctive pattern of gene activity that is linked to inherited genetic risk factors for the disease. By combining two types of analysis — one that connects genetic variants to gene expression levels across the population, and another that examines gene activity in individual cells from actual AMI and healthy donor hearts — the researchers identified that endocardial cells show the strongest activation of a genetics-linked inflammatory remodeling program compared to other heart cell types. They narrowed this down to a set of five genes (RPS8, PLEC, CFDP1, CRIM1, and TNS2) that can reliably distinguish between 'high' and 'low' activity versions of this remodeling state in heart tissue, and found that the same gene panel could also distinguish AMI patients from healthy controls using blood samples. The researchers then focused on one of the five genes, CRIM1, to understand its functional role. When they blocked CRIM1 in lab-grown heart-lining cells exposed to low oxygen (mimicking heart attack conditions), several markers of inflammation, cellular stress, and structural remodeling decreased — including proteins associated with scar-like changes and immune signaling. However, one key remodeling signal, TGF-β, remained elevated even after CRIM1 was silenced, suggesting that the remodeling process is not controlled by CRIM1 alone in a straightforward way. This research matters because it connects population-level genetic data about who is at risk for heart attacks to specific changes happening in particular heart cell types, and proposes a small set of genes that might reflect this disease process in both heart tissue and blood. The finding that CRIM1 influences several markers of endocardial inflammation and structural change, while TGF-β persists independently, highlights the complexity of the remodeling process and points to the need for further studies before any clinical applications could be considered.

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Citation

Ruan R, Xu X, Liu Q, Xiang F, Luo L, Shi L, et al.. (2026). Genetics-Informed Mapping Identifies a CRIM1-Associated Endocardial Inflammatory Remodeling State in Acute Myocardial Infarction.. Medical science monitor : international medical journal of experimental and clinical research. https://doi.org/10.12659/MSM.953619