Evidence map›Paper›PMID 40749972›Full record

ArticleThe Journal of investigative dermatology2026

A Melanoma-Specific Gene Network Analysis Identifies MZB1 as a Potential Tumor Promoter.

Gagan Chhabra, Shengqin Su, Carl A Shirley, Jessica Thornton, Hassan A Rizvi, Rachel K Robarge, Julia M Krien, Mary A Ndiaye, Nihal Ahmad

Abstract read
In one paragraph

Article in The Journal of investigative dermatology, 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Gagan ChhabraDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA. Electronic address: gchhabra@dermatology.wisc.edu.
Shengqin SuDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Carl A ShirleyDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Jessica ThorntonDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Hassan A RizviDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Rachel K RobargeDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Julia M KrienDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Mary A NdiayeDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA.
Nihal AhmadDepartment of Dermatology, University of Wisconsin, Madison, Wisconsin, USA; William S. Middleton VA Medical Center, Madison, Wisconsin, USA.

Funding

UW COMPREHENSIVE CANCER CENTER SUPPORTP30CA014520 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Justine Yang Bruce · 1985 to 2026
$142.6M
University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Functional and Therapeutic Significance of PLK4 in MelanomaR01CA261937 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Nihal Ahmad · 2022 to 2026
$2.9M
Skin Diseases Research Center at the University of WisconsinP30AR066524 · NIAMS · UNIVERSITY OF WISCONSIN-MADISON · PI WOOD, GARY S · 2014 to 2018
$2.6M
Automated Tissue MicroarrayerS10OD023526 · OD · UNIVERSITY OF WISCONSIN-MADISON · PI MATKOWSKYJ, KRISTINA A. · 2018 to 2018
$184k
BLRD VA I01 BX005917BLRD VA IK6 BX006041CSRD VA I01 CX002210NCATS NIH HHS UL1 TR002373NCI NIH HHS P30 CA014520NCI NIH HHS R01 CA261937NIAMS NIH HHS P30 AR066524NIH HHS S10 OD023526
6 · The paper itself

Abstract

Resistance to targeted therapy and immunotherapy is a major barrier to successful metastatic melanoma treatment. Interestingly, many genes can govern melanoma cell proliferation and progression mechanisms while simultaneously modulating the tumor microenvironment and tumor immunity. Using human melanoma sample datasets, we performed a melanoma-specific immunoregulatory gene network analysis and identified 5 differentially expressed immune-related genes that significantly affect the survival of patients with melanoma. Through immunohistochemistry analysis of human melanoma tissue microarray, we found that MZB1 was the strongest candidate associated with melanoma progression. We further found that MZB1 knockdown in human melanoma cell lines decreased proliferation in vitro and xenograft tumor growth in vivo. To determine immune-related mechanisms of MZB1, we coupled NanoString nCounter Profiling of MZB1-knockdown melanoma cells with Ingenuity Pathway Analysis. We identified that MZB1 knockdown modulated the expression of numerous gene classes, including cytokines and class II HLA members. Overall, our study shows that MZB1 is a potential tumor promoter in melanoma and could be explored as a target for melanoma management.

Indexed as

Gene Regulatory NetworksMelanomaSkin NeoplasmsAnimalsCell Line, TumorCell ProliferationDisease ProgressionGene Expression ProfilingGene Expression Regulation, NeoplasticGene Knockdown TechniquesHumansMiceTissue Array AnalysisTumor MicroenvironmentImmune evasionImmune-related genesIPATCGATissue microarray

Identifiers

PMID40749972
PMCPMC12373258

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 Socratic graph.