ORIGINAL RESEARCH article

Front. Mater.

Sec. Biomaterials and Bio-Inspired Materials

Section-level spatial autocorrelation enables cross-study evaluation of myocardial organization after dECM deployment

  • 1. City University of Hong Kong, Hong Kong, Hong Kong, SAR China

  • 2. Shenzhen University Medical School, Shenzhen, China

  • 3. Shenzhen Sixth People's Hospital, Shenzhen, China

The final, formatted version of the article will be published soon.

Abstract

Decellularized extracellular matrix (dECM) is the tissue-derived scaffold that remains after cellular material is removed. After delivery, it encounters heterogeneous myocardium, creating a need for a tissue-scale readout that can be applied across formulations and delivery settings. We developed a section-level spatial-autocorrelation readout and applied it to 21 publicly separable capture/section units from two rat Visium studies of intramyocardial dECM injection and simulated intracoronary infusion. A histology-based, sample-balanced atlas aligned the broad cardiac fields represented in both studies. For each section, we averaged separately calculated Moran's I values for cardiomyocyte, fibroblast, myeloid and endothelial fields, then estimated the association with dECM exposure in a study–time-stratified model. The dECM coefficient was +0.0832 (95% CI -0.0240 to +0.1903; exact two-sided P=0.0933). The estimate was positive, while the interval included zero and retained substantial uncertainty in direction and magnitude. All four field coefficients and all 21 leave-one-unit-out estimates were positive, and the direction persisted after field omission, broader spatial graphs and use of a separately constructed field representation. Orthology-corrected spatial ranks identified an overlapping ECM/collagen program family whose fixed-rule scores were spatially structured. The analysis provides a common section-level axis for heterogeneous dECM studies and defines an ECM/collagen hypothesis for prospective experiments that measure material properties and tissue organization together.

Summary

Keywords

biomaterial deployment, decellularized extracellular matrix, Myocardial Infarction, spatial autocorrelation, Spatial transcriptomics, tissue-scale material response

Received

12 August 2026

Accepted

09 September 2026

Copyright

© 2026 Xue and Sheng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Yifei Sheng

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All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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