Evidence map›Paper›PMID 37345072›Full record

ArticleCancers2023

Factors Predictive of Primary Resistance to Immune Checkpoint Inhibitors in Patients with Advanced Non-Small Cell Lung Cancer.

Yiqing Huang, Joseph J Zhao, Yu Yang Soon, Adrian Kee, Sen Hee Tay, Folefac Aminkeng, Yvonne Ang, Alvin S C Wong, Lavina D Bharwani, Boon Cher Goh and 1 more

Open access · goldAbstract read
In one paragraph

Article in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.4field-weighted citation impact, top 5% of its field
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

14 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Mechanisms of primary resistance to immune checkpoint inhibitors in NSCLC.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
    Review
  10. Primary and Acquired Resistance to Immunotherapy with Checkpoint Inhibitors in NSCLC: From Bedside to Bench and Back.BioDrugs : clinical immunotherapeutics, biopharmaceuticals and gene therapy · 2025
    Review
  11. Article
  12. Article
  13. Review
  14. 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

11 authors at 4 institutions in 1 country.

Yiqing HuangDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.ORCID 0000-0001-5341-7369
Joseph J ZhaoYong Loo Lin School of Medicine, National University of Singapore, Singapore 117545, Singapore.
Yu Yang SoonDepartment of Radiation Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.
Adrian KeeDivision of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, Singapore 119074, Singapore.ORCID 0000-0001-6531-2847
Sen Hee TayDivision of Rheumatology, Department of Medicine, National University Hospital, Singapore 119074, Singapore.ORCID 0000-0002-7907-5288
Folefac AminkengDepartment of Biomedical Informatics (DBMI), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117545, Singapore.ORCID 0000-0001-8916-9758
Yvonne AngDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.
Alvin S C WongDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.ORCID 0000-0002-2020-9624
Lavina D BharwaniDepartment of Oncology, Tan Tock Seng Hospital Singapore, Singapore 308433, Singapore.
Boon Cher GohDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.
Ross A SooDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.
National University Cancer Institute, Singapore · SGNational University Hospital · SGNational University of Singapore · SGTan Tock Seng Hospital · SG

Funding

National Research Foundation NMRC/CG/M005/2017_NCISNational University Hospital NUHSRO/2021/100/RO5+6/Seed-Sept/03
6 · The paper itself

Abstract

introductionPrimary resistance to immune checkpoint inhibitors (ICI) is observed in routine clinical practice. We sought to determine factors predictive of primary resistance to ICI monotherapy, defined by the Society for Immunotherapy of Cancer (SITC) as progression within 6 months of ICI treatment with patients receiving at least 6 weeks of ICI monotherapy, in patients with advanced non-small-cell lung cancer (NSCLC).

methodPatients with stage IV NSCLC treated with at least 6 weeks of single-agent ICI at two tertiary hospitals in Singapore were included. A multivariate logistic regression model was utilised to elucidate factors predictive of primary resistance to ICI.

resultsOf the 108 eligible patients, 59 (54.6%) experienced primary resistance. The majority were male (65.7%), smokers (66.3%), Chinese (79.6%), had adenocarcinoma (76.9%), received Pembrolizumab (55.6%) and received immunotherapy treatment in the later line setting (≥2 lines) (61.1%). Female gender (aOR = 3.16,

conclusionsUsing SITC criteria, an elevated NLR (≥3) at 6 weeks, female gender and a later line of immunotherapy treatment (≥2 lines) were predictive factors of developing primary resistance to ICI monotherapy in patients with advanced NSCLC.

Indexed as

immune checkpoint inhibitornon-small-cell lung cancerprimary resistance

Identifiers

PMID37345072
PMCPMC10216169
OpenAlexW4376275201

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.