# Integrated multi-omics profiling to establish an IGFBP-based prognostic score for pancreatic ductal adenocarcinoma: unraveling prognostic biomarkers, immune microenvironment crosstalk, and therapeutic implications

**Authors:** Xiao Guan, Yongrun Mu, Xin Jin, Chengfeng Wang

PMC · DOI: 10.3389/fimmu.2025.1600527 · Frontiers in Immunology · 2025-05-15

## TL;DR

This study identifies IGFBP genes as important in pancreatic cancer progression and immune response, offering new biomarkers and treatment possibilities.

## Contribution

The study introduces an IGFBP-based prognostic score for PDAC and reveals their role in immune microenvironment dynamics.

## Key findings

- An IGFBP-based model successfully stratifies PDAC patients into risk groups with distinct survival outcomes.
- IGFBP expression patterns correlate with aggressive tumor biology and immune cell infiltration.
- IGFBP genes modulate immune heterogeneity in the tumor microenvironment.

## Abstract

Pancreatic ductal adenocarcinoma (PDAC) is accompanied by endocrine dysfunction, particularly involving dysregulation of the insulin and insulin-like growth factor (IGF) signaling pathways. Clinical manifestations such as hyperglycemia and insulin resistance are common and have been linked to aberrant expression of insulin-like growth factor-binding proteins (IGFBPs). However, the specific roles and mechanisms of IGFBP family genes in PDAC remain unclear.

We conducted a multi-dimensional integrative analysis using publicly available PDAC cohorts, stratifying patients based on IGFBP gene expression profiles. A prognostic model was constructed to classify patients into risk groups. To explore the biological mechanisms underlying IGFBP involvement in PDAC, we further incorporated single-cell transcriptomic sequencing and spatial transcriptomic data to investigate the relationship between IGFBP expression and the tumor immune microenvironment.

Our prognostic model effectively stratified PDAC patients into distinct risk categories with significant survival differences. High-risk patients demonstrated specific IGFBP expression patterns associated with aggressive tumor biology. Single-cell and spatial transcriptomic analyses revealed that IGFBP family genes modulate immune cell infiltration and spatial immune heterogeneity within the tumor microenvironment.

This study identified the IGFBP family genes as key modulators of PDAC progression and immune landscape remodeling. These findings supported the potential of IGFBP family genes as prognostic biomarkers and therapeutic targets, offering new insights into PDAC biology and opportunities for personalized treatment strategies.

## Linked entities

- **Genes:** LOC118399940 (serine protease HTRA1A) [NCBI Gene 118399940]
- **Diseases:** pancreatic ductal adenocarcinoma (MONDO:0005184), hyperglycemia (MONDO:0002909)

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** endocrine dysfunction (MESH:D004700), PDAC (MESH:D021441), tumor (MESH:D009369), insulin resistance (MESH:D007333), hyperglycemia (MESH:D006943)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12119506/full.md

## References

48 references — full list in the complete paper: https://tomesphere.com/paper/PMC12119506/full.md

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Source: https://tomesphere.com/paper/PMC12119506