iPSC-Derived Fibroblasts Adapt Tissue-Specific Gene Programs Through Co-Culture Signals
Stem cell-derived fibroblasts partially adopt organ-specific transcriptional profiles when co-cultured with heart, skin, gut, or lung cells — with key implications for disease modelling.
Summary
Researchers at the Berlin Institute of Health co-cultured iPSC-derived fibroblasts (iFBs) with cardiomyocytes, keratinocytes, bronchial epithelial cells, and intestinal cells to test whether iFBs could acquire tissue-specific gene expression profiles. Bulk RNA sequencing showed that iFBs do adopt distinct transcriptional signatures aligned with their co-culture partner — for example, activating TGF-β pathways when paired with cardiomyocytes and ECM remodelling programs when paired with skin cells. However, single-cell deconvolution against a 20,000+ cell reference atlas revealed that these adaptations remained incomplete, with iFBs retaining mixed fibroblast subpopulations. Indirect co-culture (paracrine signalling only) produced transient changes that faded after removal of the stimulus. The findings suggest iFBs have genuine transcriptional plasticity but require sustained, direct cell contact to stabilise organ-specific phenotypes.
Detailed Summary
Fibroblasts are among the most functionally diverse cell types in the human body, yet fewer than 20% of fibroblast-enriched genes overlap between organs such as the heart, gut, skeletal muscle, and bladder. This extraordinary heterogeneity makes it challenging to develop accurate in vitro disease models, particularly for organs like the heart where primary fibroblast access is severely limited. iPSC-derived fibroblasts (iFBs) represent a potentially transformative alternative, but whether they can truly recapitulate tissue-specific biology — not just express generic fibroblast markers — had not been rigorously established.
This study from the Berlin Institute of Health tested whether co-culture with organ-specific cell types could drive iFBs toward tissue-appropriate transcriptional programs. iFBs were generated from iPSCs using a BMP4-based differentiation protocol with SB-431542 supplementation on days 6–10 to suppress myofibroblast transition. These cells were then co-cultured directly (on opposite sides of a porous transwell membrane) or indirectly (separated by a transwell insert, paracrine signalling only) with keratinocytes (ectoderm), iPSC-derived cardiomyocytes (mesoderm), normal human bronchial epithelial cells (endoderm/lung), and ASC-derived jejunal organoid cells (endoderm/gut) for 7 days. All experiments were performed in triplicate, with control iFBs maintained in the same media without co-culture partners.
Bulk RNA sequencing followed by principal component analysis (PCA) revealed clear transcriptional divergence between iFBs exposed to different co-culture environments. Pathway analysis using DESeq2 (adjusted p ≤ 0.05, |log2 fold change| ≥ 1) identified functional shifts consistent with tissue-specific biology: cardiac co-culture iFBs showed significant upregulation of TGF-β signalling pathways — a hallmark of cardiac fibroblast activation — while dermal co-culture iFBs exhibited enrichment of ECM remodelling gene sets consistent with dermal fibroblast function. Lung and intestinal co-culture conditions produced their own distinguishable transcriptional signatures, confirming that the adaptation was not a generic stress response but environment-specific.
Single-cell deconvolution was performed using the scSemiProfiler framework against the Tabula Sapiens reference atlas (>20,000 cells filtered to fibroblast subtypes, retaining subtypes with ≥1,000 cells and up to 2,000 cells each). This analysis revealed that while iFBs shifted their population-level transcriptional centre of gravity toward tissue-appropriate fibroblast subtypes, they retained mixed subpopulation compositions — meaning full tissue specification was not achieved. The deconvolution data also showed that indirect co-culture produced measurable but transient transcriptional changes: when the transwell insert was removed after 7 days and iFBs were cultured alone for a further 7 days, the tissue-specific signatures partially faded, suggesting that sustained direct cell-cell contact or continuous paracrine exposure is required to stabilise the phenotype.
Targeted RT-qPCR validation confirmed key differentially expressed genes identified by RNA-seq, including vimentin and PDGFRA upregulation in iFBs versus iPSCs as quality controls, and organ-specific markers in co-cultured iFBs. The authors acknowledge that demonstrating transcriptional changes is necessary but not sufficient — it remains to be shown whether these gene expression shifts translate into functional fibroblast behaviours such as altered ECM deposition, contractility, or paracrine immune modulation. Optimising co-culture duration, cell ratios, and media formulations will be critical next steps for leveraging iFBs in fibrosis research and personalised drug screening platforms.
Key Findings
- iFBs exhibited tissue-specific transcriptional divergence in PCA space after 7 days of direct co-culture with cardiomyocytes, keratinocytes, bronchial epithelial cells, or intestinal cells across all three germ layers
- TGF-β signalling pathways were significantly upregulated (adjusted p ≤ 0.05, |log2FC| ≥ 1) in iFBs co-cultured with iPSC-derived cardiomyocytes, consistent with native cardiac fibroblast biology
- ECM remodelling gene sets were enriched in dermal co-culture iFBs relative to controls, aligning with the known role of dermal fibroblasts in skin homeostasis and wound healing
- Single-cell deconvolution against a Tabula Sapiens reference of >20,000 fibroblast-annotated cells showed incomplete tissue specification — iFBs retained mixed fibroblast subpopulation profiles even after co-culture
- Indirect co-culture (paracrine signalling alone) produced measurable but transient transcriptional changes that partially reversed within 7 days of removing the co-culture partner, demonstrating that sustained contact is required for stable adaptation
- Fewer than 20% of fibroblast-enriched genes overlap between major organs (heart, skeletal muscle, intestine, bladder), underscoring the magnitude of specification required for true tissue-specific modelling
- qPCR validation confirmed iFB identity via vimentin and PDGFRA upregulation versus iPSCs, and validated select organ-specific marker changes identified in bulk RNA-seq
Methodology
iFBs were generated from iPSCs via a BMP4/SB-431542 protocol and co-cultured directly or indirectly with keratinocytes, iPSC-cardiomyocytes, NHBEs, or ASC-derived jejunal cells for 7 days in organ-appropriate media; all experiments were performed in biological triplicate. Bulk RNA-seq was performed on Illumina NovaSeq X (PE150), mapped to GRCh38 with STAR, quantified with featureCounts, and analysed with DESeq2 (padj ≤ 0.05, |log2FC| ≥ 1). Single-cell deconvolution used the scSemiProfiler framework against the Tabula Sapiens atlas filtered to fibroblast subtypes (≥1,000 cells, up to 2,000 per subtype). Statistical comparisons used one-way ANOVA with targeted RT-qPCR validation of key markers.
Study Limitations
The study demonstrates transcriptional changes but does not validate whether these translate into functional fibroblast behaviours such as altered ECM production, contractility, or paracrine signalling — a significant gap between gene expression and biology. Single-cell deconvolution relied on the Tabula Sapiens reference atlas as a proxy for iFB subpopulation identity rather than matched single-cell data from the same samples, which may introduce reference bias. The study used a single iPSC line and relatively short co-culture duration (7 days), limiting generalisability across donor backgrounds and long-term phenotypic stability; no conflicts of interest were declared.
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