Evidence map›Paper›PMID 42898383›Full record

ArticleFrontiers in immunology2026

A MYC-LDHA-MCT4 expression program marks an SPP1/TREM2-centered macrophage state in pancreatic ductal adenocarcinoma.

Qianqian Ma, Hequn He, Ting Liu, Ying Li, Chenyang Mao, Chao Shi, Qi Yao

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04177810 (A Phase 2 Study of Plerixafor and Cemiplimab in Metastatic Pancreatic Cancer), which is not on this map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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.

NCT04177810 phase2completednot on this map

A Phase 2 Study of Plerixafor and Cemiplimab in Metastatic Pancreatic Cancer

TypeinterventionalSponsorSidney Kimmel Comprehensive Cancer Center at Johns HopkinsRan2020 to 2023Enrolled25ConditionsMetastatic Pancreatic CancerArmsCemiplimab, Plerixafor
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Qianqian MaDepartment of Geriatrics, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Hequn HeDepartment of Emergency Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Ting LiuDepartment of Geriatrics, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Ying LiDepartment of Geriatrics, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Chenyang MaoDepartment of Emergency Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Chao ShiDepartment of Emergency Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Qi YaoDepartment of Geriatrics, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Pancreatic ductal adenocarcinoma (PDAC) responds poorly to immune-checkpoint blockade, and the metabolic organization of its myeloid barrier is incompletely understood. Methods: We integrated imaging mass cytometry from the phase II trial NCT04177810, three single-cell RNA-seq datasets, two spatial transcriptomic cohorts (12 sections), three survival cohorts, and Results: CD8+ T-cell infiltration increased without objective responses while macrophages remained abundant. Patient-level epithelial MYC and glycolysis programs correlated with SLC16A3 (MCT4) and a macrophage lactate-reception program. Across 12 spatial sections, macrophage-receiver scores were higher around MCT4-high cores (ring 1: 12/12 positive; median difference 0.433; FDR = 0.010), with the strongest state-resolved signal for SPP1/TREM2 macrophages (median difference 0.613; FDR = 0.006); the composition-adjusted effect remained positive (10/12) but was non-significant (FDR = 0.071). Silencing MYC, LDHA or SLC16A3 reduced extracellular lactate and altered conditioned-medium effects, with partial rescue by lactate add-back. Survival associations were cohort-dependent with substantial heterogeneity. Discussion: These results define an exploratory, expression-based spatial association between a tumor MYC-LDHA-MCT4 program and an SPP1/TREM2-centered macrophage state, constituting a testable hypothesis rather than evidence of lactate transfer.

Indexed as

Carcinoma, Pancreatic DuctalLactate Dehydrogenase 5MacrophagesMonocarboxylic Acid TransportersPancreatic NeoplasmsProto-Oncogene Proteins c-mycGene Expression Regulation, NeoplasticHumansL-Lactate DehydrogenaseMuscle ProteinsTumor-Associated MacrophagesLactate Dehydrogenase 5LDHA protein, humanL-Lactate DehydrogenaseMonocarboxylic Acid TransportersMuscle ProteinsMYC protein, humanProto-Oncogene Proteins c-mycSLC16A4 protein, humanimmunometabolismlactateMCT4MYCpancreatic ductal adenocarcinomaSLC16A3spatial transcriptomicsSPP1

Identifiers

PMID42898383
PMCPMC13677877

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