ArticleJAMA oncology2018
Association of the Lung Immune Prognostic Index With Immune Checkpoint Inhibitor Outcomes in Patients With Advanced Non-Small Cell Lung Cancer.
Article in JAMA oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 598 papers, 6 of them syntheses that pooled it.
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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.
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Who cites it
598 citing papers in PubMed, 6 syntheses or guidelines pooled it, 934 citations in OpenAlex.
- The prognostic value of the lung immune prognostic index in patients with urological cancers: a systematic review and meta-analysis.Frontiers in immunology · 2026Pooled it
- The lung immune prognostic index as a predictive biomarker in urological malignancies undergoing immune checkpoint inhibitor therapy.Annals of medicine · 2025Pooled it
- Synergistic efficacy and safety of PD-1/PD-L1 inhibitors combined with nab-paclitaxel and platinum chemotherapy in NSCLC: A systematic review and meta-analysis of randomized controlled trials.Frontiers in oncology · 2025Pooled it
- Prognostic value of baseline LIPI, LDH and dNLR in ES-SCLC patients receiving immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled it
- Pooled it
- Vitiligo-like Lesions as a Predictor of Response to Immunotherapy in Non-Small Cell Lung Cancer: Comprehensive Review and Case Series from a University Center.Current oncology (Toronto, Ont.) · 2024Pooled it
- Safety and efficacy of first-line iparomlimab and tuvonralimab (QL1706) plus carboplatin and etoposide in patients with extensive-stage small cell lung cancer: an open-label, single-arm, phase 2 trial (DUBHE-L-209).Frontiers in immunology · 2026Trial
- Randomized clinical trial in cancer patients shows immune metabolic effects exerted by formulated bioactive phenolic diterpenes with potential clinical benefits.Frontiers in immunology · 2025Trial
- Addition of SHR-1701 to first-line capecitabine and oxaliplatin (XELOX) plus bevacizumab for unresectable metastatic colorectal cancer.Signal transduction and targeted therapy · 2024Trial
- Clinical and nutritional-inflammatory biomarkers-based nomogram predicts survival in recurrent or metastatic cervical cancer treated with immune checkpoint inhibitors.Annals of medicine · 2026Article
- Research progress on lactate metabolism in lung cancer: Tumorigenesis, drug resistance and clinical translation (Review).Oncology reports · 2026Review
- Prognostic Value of the Lung Immune Prognostic Index in Advanced Non-Small Cell Lung Cancer Treated with Nivolumab: A Real-World Analysis Beyond PD-L1 Expression.Diagnostics (Basel, Switzerland) · 2026Article
- Prognostic Value of the Lung Immune Prognostic Index and an ECOG-Albumin-LIPI Nomogram in Metastatic NSCLC Patients Treated with Second- or Third-Line Nivolumab.Journal of clinical medicine · 2026Article
- The Prognostic Role of the Lung Immune Prognostic Index in Neuroendocrine Prostate Cancer: A Multicenter Retrospective Study.Diagnostics (Basel, Switzerland) · 2026Article
- Pan-immune-inflammation value as a prognostic and predictive biomarker in metastatic non-small cell lung cancer treated with nivolumab: A real-world study.Oncology letters · 2026Article
- Prognostic Value of the Lung Immune Prognostic Index in Metastatic Renal Cell Carcinoma Treated With Second-Line Immunotherapy.International journal of urology : official journal of the Japanese Urological Association · 2026Article
- Clinical usability of an explainable AI decision support tool and evaluation of multimodal models in NSCLC.Nature medicine · 2026Observational
- Postoperative infection risk factors in lung cancer patients after bronchoalveolar lavage.Journal of thoracic disease · 2026Article
- Comparative Prognostic Value of Systemic Inflammation-Based Biomarkers in Advanced Non-Small Cell Lung Cancer Treated with First-Line Immunotherapy.Biomedicines · 2026Article
- Integrated Inflammatory and Nutritional Biomarkers in Metastatic Renal Cell Carcinoma Treated with Second- or Later-Line Nivolumab: A Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2026Article
538 more citing papers are in PubMed but not listed here.
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Authors and funding
22 authors at 13 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
importanceDerived neutrophils/(leukocytes minus neutrophils) ratio (dNLR) and lactate dehydrogenase (LDH) level have been correlated with immune checkpoint inhibitor (ICI) outcomes in patients with melanoma.
objectiveTo determine whether pretreatment dNLR and LDH are associated with resistance to ICIs in patients with advanced non-small cell lung cancer (NSCLC). DESIGN, SETTING, AND
participantsMulticenter retrospective study with a test (n = 161) and a validation set (n = 305) treated with programmed death 1/programmed death ligand 1 (PD-1/PD-L1) inhibitors in 8 European centers, and a control cohort (n = 162) treated with chemotherapy only. Complete blood cell counts, LDH, and albumin levels were measured before ICI treatment. A lung immune prognostic index (LIPI) based on dNLR greater than 3 and LDH greater than upper limit of normal (ULN) was developed, characterizing 3 groups (good, 0 factors; intermediate, 1 factor; poor, 2 factors). MAIN OUTCOMES AND MEASURES: The primary end point was overall survival (OS). Secondary end points were progression-free survival (PFS) and disease control rate (DCR).
resultsIn the pooled ICI cohort (N = 466), 301 patients (65%) were male, 422 (90%) were current or former smokers, and 401 (87%) had performance status of 1 or less; median age at diagnosis was 62 (range, 29-86) years; 270 (58%) had adenocarcinoma and 159 (34%) had squamous histologic subtype. Among 129 patients with PD-L1 data, 96 (74%) had PD-L1 of at least 1% by immunohistochemical analysis, and 33 (26%) had negative results. In the test cohort, median PFS and OS were 3 (95% CI, 2-4) and 10 (95% CI, 8-13) months, respectively. A dNLR greater than 3 and LDH greater than ULN were independently associated with OS (hazard ratio [HR] 2.22; 95% CI, 1.23-4.01 and HR, 2.51; 95% CI, 1.32-4.76, respectively). Median OS for poor, intermediate, and good LIPI was 3 months (95% CI, 1 month to not reached [NR]), 10 months (95% CI, 8 months to NR), and 34 months (95% CI, 17 months to NR), respectively, and median PFS was 2.0 (95% CI, 1.7-4.0), 3.7 (95% CI, 3.0-4.8), and 6.3 (95% CI, 5.0-8.0) months (both P < .001). Disease control rate was also correlated with dNLR greater than 3 and LDH greater than ULN. Results were reproducible in the ICI validation cohort for OS, PFS, and DCR, but were nonsignificant in the chemotherapy cohort. CONCLUSIONS AND RELEVANCE: Pretreatment LIPI, combining dNLR greater than 3 and LDH greater than ULN, was correlated with worse outcomes for ICI, but not for chemotherapy, suggesting that LIPI can serve as a potentially useful tool when selecting ICI treatment, raising the hypothesis that the LIPI might be useful for identifying patients unlikely to benefit from treatment with an ICI.
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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.