Evidence map›Paper›PMID 41648434›Full record

ArticlebioRxiv : the preprint server for biology2026

Convergent Roles of Growth Differentiation Factor-15 (GDF-15) in Mechanotransduction, Vascular Disorganization, and Immune Suppression in Melanoma.

Yu-Chi Chen, Vishnu Sravan Bollu, Sina Kheirabadi, Kyle LaPenna, Arthur Berg, Ping He, Todd D Schell, Amir Sheikhi, Erdem D Tabdanov, Gavin P Robertson

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Yu-Chi ChenDepartment of Molecular and Precision Medicine, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.
Vishnu Sravan BolluDepartment of Molecular and Precision Medicine, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.
Sina KheirabadiDepartment of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA.
Kyle LaPennaDepartment of Cell and Biological Systems, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.
Arthur BergDepartment of Public Health Sciences, The Pennsylvania State College of Medicine, Hershey, PA 17033.
Ping HeDepartment of Cell and Biological Systems, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.
Todd D SchellDepartment of Cell and Biological Systems, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.
Amir SheikhiDepartment of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, USA.ORCID 0000-0002-4495-6675
Erdem D TabdanovDepartment of Cell and Biological Systems, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.ORCID 0000-0003-2673-112X
Gavin P RobertsonDepartment of Molecular and Precision Medicine, The Pennsylvania State College of Medicine, Hershey, PA 17033, USA.

Funding

Manipulation of Host Tissue to Induce a Hierarchical MicrovasculatureR01HL167939 · NHLBI · PENNSYLVANIA STATE UNIVERSITY, THE · PI DINO J RAVNIC, Amir Sheikhi · 2023 to 2026
$3.2M
Targeting Aldehyde Dehydrogenase for Cancer PreventionR01CA241148 · NCI · PENNSYLVANIA STATE UNIV HERSHEY MED CTR · PI ROBERTSON, GAVIN P., SCHELL, TODD D · 2020 to 2024
$3.1M
Red blood cell released ATP in disturbed blood flow-initiated site specific vascular inflammation and atherosclerosisR01HL144620 · NHLBI · PENNSYLVANIA STATE UNIV HERSHEY MED CTR · PI HE, PINGNIAN · 2019 to 2022
$3.1M
Mechanisms of cognitive impairment caused by atherosclerosis and red blood cell released ATPR01NS139128 · NINDS · PENNSYLVANIA STATE UNIV HERSHEY MED CTR · PI Prosenjit Bagchi, PINGNIAN HE · 2024 to 2026
$2.5M
NCI NIH HHS R01 CA241148NHLBI NIH HHS R01 HL144620NHLBI NIH HHS R01 HL167939NINDS NIH HHS R01 NS139128
6 · The paper itself

Abstract

Melanoma, particularly in its advanced forms, remains one of the most lethal skin cancers, with limited effective treatments for both common cutaneous subtypes and rarer variants such as acral melanoma. The effects of the extracellular matrix (ECM) and other cancer-cell extrinsic processes on melanoma development remain underexplored. This study identifies Growth Differentiation Factor-15 (GDF-15) as a novel mechanosensing-regulated driver of melanoma pathogenesis across melanoma types. GDF-15 is shown here to be mechanically induced by ECM rigidity and compressive forces occurring during metastatic progression, leading to significantly elevated levels in both cutaneous and acral melanoma cells. In this study, ECM rigidity was recapitulated using cell-adhesive gelatin methacryloyl (GelMA) hydrogel microparticles (microgels) with tunable stiffness, providing a biomimetic platform to investigate how mechanical cues in the tumor microenvironment regulate GDF-15 expression in melanoma. A previously unrecognized synergy between GDF-15 and inflammatory factors commonly present in tumors was identified and found to promote a disorganized, hyperpermeable vasculature, thereby facilitating tumor nutrient access and impeding effective immune cell infiltration. GDF-15 knockdown reduced the intratumoral hemorrhage phenotype, indicating a causal role. GDF-15 also functions by directly suppressing natural killer (NK) cell-mediated cytotoxicity, revealing a second cooperating mechanism of immune evasion. These effects position GDF-15 as a key node linking mechanical stress, co-operation with inflammatory factors, abnormal vascular development, and immune dysfunction, thereby converging on a pathways and processes not previously described in melanomas.

Identifiers

PMID41648434
PMCPMC12871237

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.