The DOI matches its Crossref record; 34 of the 34 references it cites were found in a registry or an index.
Sex-Based Heterogeneity in Response to Lung Cancer Immunotherapy: A Systematic Review and Meta-Analysis
Open accessAbstract
Background: We previously showed that therapy with anti–checkpoints T-lymphocyte-associated protein 4 (anti–CTLA-4) or antiprogrammed cell death protein 1 (anti–PD-1) agents was more effective for men as compared with women. However, because the sex-dimorphism of the immune system is complex, involving multiple elements of immune responses, it is possible that women could derive larger benefit than men from strategies other than therapy with immune checkpoint inhibitors (ICIs) alone. Here we investigated whether women could derive larger benefit than men from the combination of chemotherapy and anti-PD-1 or anti-PD-L1. Methods: We performed two meta-analyses. The first included all randomized controlled trials (RCTs) testing anti-PD1 and anti–PD-L1 plus chemotherapy vs chemotherapy to assess different efficacy between men and women. The second included all RCTs of first-line systemic treatment in advanced non-small cell lung cancer testing anti–PD-1/PD-L1 given either alone or combined with chemotherapy to assess the different efficacy of these two immunotherapeutic strategies according to patients’ sex. For each RCT included in the two meta-analyses, first, a trial-specific ratio of hazard ratios (HRs) was calculated from the ratio of the reported hazard ratios in men and in women; second, these trial-specific ratios of hazard ratios were combined across trials using a random-effects model to obtain a pooled hazard ratios ratio. A pooled HRs ratio estimate lower than 1 indicates a greater treatment effect in men, and higher than 1 a greater effect in women. Results: Eight RCTs were included in the first meta-analysis. The pooled overall survival hazard ratios (OS-HRs) comparing anti–PD-1/PD-L1 plus chemotherapy vs chemotherapy was 0.76 (95% confidence interval [CI] = 0.66 to 0.87) for men and 0.48 (95% CI = 0.35 to 0.67) for women. The pooled ratio of the overall survival hazard ratios reported in men vs women was 1.56 (95% CI = 1.21 to 2.01), indicating a statistically significant greater effect for women. Six RCTs were included in the second meta-analysis: three tested an anti-PD-1 alone, whereas three RCTs tested anti-PD-1/PD-L1 plus chemotherapy. The pooled overall survival hazard ratios were 0.78 (95% CI = 0.60 to 1.00) in men and 0.97 (95% CI = 0.79 to 1.19) in women for anti–PD-1 alone, compared with 0.76 (95% CI = 0.64 to 0.91) in men and 0.44 (95% CI = 0.25 to 0.76) in women for anti–PD-1/PD-L1 plus chemotherapy. The pooled ratio of overall survival hazard ratios was 0.83 (95% CI = 0.65 to 1.06) for anti–PD-1 alone, indicating a greater effect in men, and 1.70 (95% CI = 1.16 to 2.49) for anti–PD-1/PD-L1 plus chemotherapy, indicating a greater effect in women. Conclusion: Women with advanced lung cancer derived a statistically significantly larger benefit from the addition of chemotherapy to anti–PD-1/PD-L1 as compared with men.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Two meta-analyses of 20 and 14 randomized clinical trials, involving more than 15,000 patients diagnosed with different indications, found that although ICIs enhance anti-cancer responses in both men and women, men appear to experience a modestly greater benefit.51,52”
From Gut dysbiosis in oncology: a risk factor for immunoresistance (2026) · cites this paper as [51]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Meta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552
Quantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763
Assessing the quality of reports of randomized clinical trials: Is blinding necessary?
Jadad, A. R., Moore, R. A., Carroll, D., Jenkinson, C., Reynolds, D. J. M., Gavaghan, D. J., & McQuay, H. J. (1996) · Controlled Clinical Trials · doi:10.1016/0197-2456(95)00134-4 · Cited by 17,582
Zhang, Q., Wang, C., Zheng, M., Li, Y., Li, J., Zhang, L., Shang, X., & Yan, C. (2014) · Cerebrovascular Diseases · doi:10.1159/000369778 · Cited by 11,609
Pembrolizumab versus Chemotherapy for PD-L1-Positive Non-Small-Cell Lung Cancer
Reck, M., Rodríguez-Abreu, D., Robinson, A. G., Hui, R., Csőszi, T., Fülöp, A., Gottfried, M., Peled, N., Tafreshi, A., Cuffe, S., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1606774 · Cited by 10,089
Pembrolizumab plus chemotherapy in metastatic non–small-cell lung cancer
Gandhi, L., Rodríguez-Abreu, D., Gadgeel, S., Esteban, E., Felip, E., De Angelis, F., Domine, M., Clingan, P., Hochmair, M. J., Powell, S. F., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1801005 · Cited by 6,607
Sex differences in immune responses
Klein, S. L., & Flanagan, K. L. (2016) · Nature Reviews Immunology · doi:10.1038/nri.2016.90 · Cited by 6,370
The Immune Landscape of Cancer
Thorsson, V., Gibbs, D. L., Brown, S. D., Wolf, D., Bortone, D. S., Ou Yang, T.-H., Porta-Pardo, E., Gao, G. F., Plaisier, C. L., Eddy, J. A., et al. (2018) · Immunity · doi:10.1016/j.immuni.2018.03.023 · Cited by 5,870
Dong, Y., Hao, L., Shi, Z., Wang, G., Zhang, Z., & Han, C. (2013) · Urologia Internationalis · doi:10.1159/000351405 · Cited by 4,557
Atezolizumab and nab-paclitaxel in advanced triple-negative breast cancer
Schmid, P., Adams, S., Rugo, H. S., Schneeweiss, A., Barrios, C. H., Iwata, H., Diéras, V., Hegg, R., Im, S.-A., Shaw Wright, G., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1809615 · Cited by 4,350
Atezolizumab for First-Line Treatment of Metastatic Nonsquamous NSCLC
Socinski, M. A., Jotte, R. M., Cappuzzo, F., Orlandi, F., Stroyakovskiy, D., Nogami, N., Rodríguez-Abreu, D., Moro-Sibilot, D., Thomas, C. A., Barlesi, F., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1716948 · Cited by 3,733
First-line atezolizumab plus chemotherapy in extensive-stage small-cell lung cancer
Horn, L., Mansfield, A. S., Szczęsna, A., Havel, L., Krzakowski, M., Hochmair, M. J., Huemer, F., Losonczy, G., Johnson, M. L., Nishio, M., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1809064 · Cited by 3,586
Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden
Chalmers, Z. R., Connelly, C. F., Fabrizio, D., Gay, L., Ali, S. M., Ennis, R., Schrock, A., Campbell, B., Shlien, A., Chmielecki, J., et al. (2017) · Genome Medicine · doi:10.1186/s13073-017-0424-2 · Cited by 3,519
Overall Survival with Durvalumab after Chemoradiotherapy in Stage III NSCLC
Antonia, S. J., Villegas, A., Daniel, D., Vicente, D., Murakami, S., Hui, R., Kurata, T., Chiappori, A., Lee, K. H., de Wit, M., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1809697 · Cited by 2,798
First-Line Nivolumab in Stage IV or Recurrent Non–Small-Cell Lung Cancer
Carbone, D. P., Reck, M., Paz-Ares, L., Creelan, B., Horn, L., Steins, M., Felip, E., van den Heuvel, M. M., Ciuleanu, T.-E., Badin, F., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1613493 · Cited by 2,503
On judging the significance of differences by examining the overlap between confidence intervals.
Schenker, N., & Gentleman, J. F. (2001) · The American Statistician · doi:10.1198/000313001317097960 · Cited by 1,218
Estrogen receptors regulate innate immune cells and signaling pathways
Kovats, S. (2015) · Cellular Immunology · doi:10.1016/j.cellimm.2015.01.018 · Cited by 1,021
Cancer immunotherapy efficacy and patients' sex: a systematic review and meta-analysis
Conforti, F., Pala, L., Bagnardi, V., De Pas, T., Martinetti, M., Viale, G., Gelber, R. D., & Goldhirsch, A. (2018) · The Lancet Oncology · doi:10.1016/s1470-2045(18)30261-4 · Cited by 973
Self-citationThe X chromosome in immune functions: when a chromosome makes the difference
Libert, C., Dejager, L., & Pinheiro, I. (2010) · Nature reviews. Immunology · doi:10.1038/nri2815 · Cited by 789
Wanderley, C. W., Colón, D. F., Luiz, J. P. M., Oliveira, F. F., Viacava, P. R., Leite, C. A., Pereira, J. A., Silva, C. M., Silva, C. R., Silva, R. L., et al. (2018) · Cancer Research · doi:10.1158/0008-5472.can-17-3480 · Cited by 420
Markle, J., & Fish, E. N. (2013) · Trends in Immunology · doi:10.1016/j.it.2013.10.006 · Cited by 370
Wallis, C. J. D., Butaney, M., Satkunasivam, R., Freedland, S. J., Patel, S. P., Hamid, O., Pal, S. K., & Klaassen, Z. W. A. (2019) · JAMA Oncology · doi:10.1001/jamaoncol.2018.5904 · Cited by 294
Treg suppressive activity involves estrogen-dependent expression of programmed death-1 (PD-1)
Polanczyk, M. J., Hopke, C., Vandenbark, A. A., & Offner, H. (2007) · International Immunology · doi:10.1093/intimm/dxl151 · Cited by 254
Fisher, D. J., Carpenter, J. R., Morris, T. P., Freeman, S. C., & Tierney, J. F. (2017) · BMJ · doi:10.1136/bmj.j573 · Cited by 212
Junior, G. L. L., Wu, Y.-L. L. C., Kudaba, I., Kowalski, D. M., Cho, B. C., de Castro, G., Srimuninnimit, V., Bondarenko, I., Kubota, K., Lubiniecki, G. M., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2018.36.18_suppl.lba4 · Cited by 190
Özdemir, B. C., Csajka, C., Dotto, G. P., & Wagner, D. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2018.78.3290 · Cited by 142
Paz-Ares, L. G., Luft, A. V., Tafreshi, A., Gümüş, M., Mazières, J., Hermes, B., Şenler, F. Ç., Fülöp, A., Rodríguez‐Cid, J. R., Sugawara, S., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2018.36.15_suppl.105 · Cited by 121
Partially exhausted tumor-infiltrating lymphocytes predict response to combination immunotherapy
Loo, K. L., Tsai, K. K., Mahuron, K. M., Liu, J., Pauli, M. L., Sandoval, P. M., Nosrati, A., Lee, J., Chen, L., Hwang, J. J., et al. (2017) · JCI Insight · doi:10.1172/jci.insight.93433 · Cited by 84
Xiao, D., Pan, H., Li, F., Wu, K., Zhang, X., & He, J. (2016) · Oncotarget · doi:10.18632/oncotarget.8213 · Cited by 75
Atezolizumab and Nab-Paclitaxel in Advanced Triple-Negative Breast Cancer
Aktaş, B. Y., Taban, H., & Aksoy, S. (2019) · New England Journal of Medicine · doi:10.1056/nejmc1900150 · Cited by 62
Immune Checkpoint Inhibitor Therapy in Breast Cancer
Santa-Maria, C. A., & Nanda, R. (2018) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2018.7046 · Cited by 49
Conforti, F., Pala, L., Bagnardi, V., Viale, G., Pas, T. M. D., Pagan, E., Gelber, R. D., & Goldhirsch, A. (2019) · Annals of Oncology · doi:10.1093/annonc/mdz034 · Cited by 24
Self-citationCharacterization of tumor mutation load (TML) in solid tumors.
Salem, M. E., Xiu, J., Lenz, H., Atkins, M. B., Philip, P. A., Hwang, J. J., Gatalica, Z., Xiao, N., Gibney, G. T., El‐Deiry, W. S., et al. (2017) · Journal of Clinical Oncology · doi:10.1200/jco.2017.35.15_suppl.11517 · Cited by 22
Kok, M., Winer, E. P., & Loi, S. (2018) · Annals of Oncology · doi:10.1093/annonc/mdy473 · Cited by 13
Cited by
Sorted by citations
Sex disparities matter in cancer development and therapy
Haupt, S., Caramia, F., Klein, S. L., Rubin, J. B., & Haupt, Y. (2021) · Nature reviews. Cancer · doi:10.1038/s41568-021-00348-y · Cited by 350
Estrogen Receptor Signaling in the Immune System
Chakraborty, B., Byemerwa, J. K., Krebs, T., Lim, F., Chang, C., & McDonnell, D. P. (2022) · Endocrine Reviews · doi:10.1210/endrev/bnac017 · Cited by 283
Sex-associated molecular differences for cancer immunotherapy
Ye, Y., Jing, Y., Liang, L., Mills, G. B., Diao, L., Liu, H., & Han, L. (2020) · Nature Communications · doi:10.1038/s41467-020-15679-x · Cited by 255
Sex- and Gender-Based Pharmacological Response to Drugs
Mauvais‐Jarvis, F., Berthold, H. K., Campesi, I., Carrero, J. J., Dhakal, S., Franconi, F., Gouni‐Berthold, I., Heiman, M. L., Kautzky‐Willer, A., Klein, S. L., et al. (2021) · Pharmacological Reviews · doi:10.1124/pharmrev.120.000206 · Cited by 203
Sex Differences in Cancer Immunotherapy Efficacy, Biomarkers, and Therapeutic Strategy
Wang, S., Cowley, L. A., & Liu, X. (2019) · Molecules · doi:10.3390/molecules24183214 · Cited by 178
Metadata
- Authors
- Conforti, F., Pala, L., Bagnardi, V., Viale, G., De Pas, T., Pagan, E., Pennacchioli, E., Cocorocchio, E., Ferrucci, P. F., De Marinis, F., Gelber, R. D., & Goldhirsch, A.
- Affiliations
- See the Notes section for the full list of authors’ affiliations
- Corresponding author
- Conforti, Fabio
- ORCID
- Venue
- JNCI: Journal of the National Cancer Institute
- Publisher
- Oxford University Press (OUP)
- Published
- 2019-05-20
- Volume
- 111
- Issue
- 8
- Pages
- 772-781
- ISSN
- 0027-8874 (ISSN-L)
- 1460-2105
- PMC
- PMC6695312
- OpenAlex
- W2946644285
- Cited by
- 262
- References
- 34
- Citations by year
- 2026: 23 · 2025: 39 · 2024: 56 · 2023: 36 · 2022: 36 · 2021: 39 · 2020: 28 · 2019: 4
- FWCI
- 2.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- JNCI Journal of the National Cancer Institute (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Health Sciences › Medicine › Oncology › Lung Cancer Research Studies
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Keywords
- sex differences, lung cancer immunotherapy, immune checkpoint inhibitors, anti-PD-1, PD-L1 inhibitors, anti-CTLA-4, non-small cell lung cancer, combination chemotherapy, overall survival, first-line systemic treatment
- MeSH terms
- Female, Humans, Immunotherapy, Lung Neoplasms, Male, Sex Characteristics, Disease-Free Survival, B7-H1 Antigen, CTLA-4 Antigen, Programmed Cell Death 1 Receptor
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review