Evidence map›Paper›PMID 40095278›Full record

ArticleCancer science2025

LTF as a Potential Predictive Biomarker for Durable Benefit From First-Line Chemo-Immunotherapy in Small Cell Lung Cancer.

Shimo Shen, Yili Wu, Zhuowei Shao, You Li, Di Peng, Bing Li, Zhou Zhang, Shibo Wu

Abstract read
In one paragraph

Article in Cancer science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

8 authors.

Shimo ShenDepartment of Respiratory Medicine, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Yili WuDepartment of Respiratory Medicine, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Zhuowei ShaoDepartment of Respiratory Medicine, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.ORCID https://orcid.org/0009-0008-0677-4193
You LiDepartment of Respiratory Medicine, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.
Di PengBurning Rock Biotech, Guangzhou, China.
Bing LiBurning Rock Biotech, Guangzhou, China.
Zhou ZhangBurning Rock Biotech, Guangzhou, China.
Shibo WuDepartment of Respiratory Medicine, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, China.

Funding

Natural Science Foundation of Ningbo Municipality 202003N4273Natural Science Foundation of Ningbo Municipality 2023J223Wu Jieping Medical Foundation 320.6750.2023-05-12
6 · The paper itself

Abstract

At present, only a limited fraction of patients with extensive-stage small cell lung cancer (ES-SCLC) achieve a sustained response to immune checkpoint blockade (ICB) therapy. The factors that drive therapeutic efficacy remain poorly delineated, and the field is devoid of reliable predictive biomarkers to guide personalized treatment decisions. Therefore, we conducted RNA sequencing of tumor samples from 21 patients prior to treatment to identify expression patterns associated with lasting benefit and used weighted gene co-expression network analysis (WGCNA) to identify key genes associated with favorable outcomes of chemotherapeutic immunotherapy. Multiplex immunofluorescence (mIF) quantification and reanalysis of publicly available datasets were used to validate the hub gene's association with the immune microenvironment and immunotherapy efficacy. The functional significance of the hub gene was further investigated in cellular models. We found that the durable clinical benefit (DCB) group exhibited significantly elevated levels of inflammation and interferon response compared to the no-durable benefit (NDB) group, alongside a notably lower proportion of Tregs and distinct metabolic features. Lactotransferrin (LTF) was identified as a hub gene associated with durable therapeutic benefits in chemo-immunotherapy. By further analysis, we proved that LTF acts as a tumor suppressor in small cell lung cancer, impacting cell proliferation, migration, and invasiveness. It also inhibits lipid metabolism in these cells. Elevated LTF expression is linked to better chemo-immunotherapy outcomes, suggesting its potential as a predictive biomarker for first-line treatment response in ES-SCLC.

Indexed as

Biomarkers, TumorLung NeoplasmsSmall Cell Lung CarcinomaAgedCell Line, TumorCell ProliferationFemaleGene Expression Regulation, NeoplasticHumansImmune Checkpoint InhibitorsImmunotherapyMaleMiddle AgedTreatment OutcomeTumor MicroenvironmentBiomarkers, TumorImmune Checkpoint Inhibitorshub geneLTFpredictive biomarkersmall cell lung cancertumor suppressor gene

Identifiers

PMID40095278
PMCPMC12127099

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.