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Olateju OA, Mgbere O, Thornton JD, Zeng Z, Essien EJ. Disparities in Survival Outcomes Among Patients With Metastatic Melanoma in Texas: Implications for Policy and Interventions in the Era of Immune Checkpoint Inhibitors. Am J Clin Oncol 2024:00000421-990000000-00208. [PMID: 38937888 DOI: 10.1097/coc.0000000000001128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Abstract
OBJECTIVES Disparities exist in the length and quality of survival from melanoma. This study evaluated, in a Texas cohort, patient factors associated with melanoma survival and examined if newer immune-oncologic agents extend survival compared with conventional therapies. METHODS A retrospective analysis of patients diagnosed with metastatic melanoma from 2011 to 2018 in the Texas Cancer Registry database. Multivariable Cox proportional hazard regression was used to evaluate patient characteristics associated with cancer-specific survival (CSS) and overall survival (OS). The patient cohort was then grouped based on receipt of first-line immunotherapy or other therapies. The association between receipt of immunotherapy and survival was assessed with Kaplan-Meier analysis and inverse probability treatment weighted Cox regression. RESULTS There were 1372 patients with metastatic melanoma. Factors associated with increased melanoma mortality risk (CSS) included being male (HR: 1.13, 95% CI: 1.02-1.26), non-Hispanic black (HR: 1.28, 95% CI: 1.13-1.45), living in poorer counties (HR: 1.40, 95%CI: 1.20-1.64), and having multimorbidity (HR: 1.35, 95% CI: 1.05-1.74). All minority races and Hispanics had poorer OS compared with non-Hispanic Whites. Patients who received first-line immunotherapy had significantly longer median (interquartile range) survival (CSS: 27.00 [21.00 to 42.00] mo vs. 16.00 [14.00 to 19.00] mo; OS: 22.00 [17.00 to 27.00] mo vs. 12.00 [11.00 to 14.00] mo). They also had reduced mortality risk (HR for CSS: 0.80; 95% CI: 0.73-0.88; P<0.0001; HR for OS: 0.76; 95% CI: 0.69-0.83; P<0.0001) compared with the nonimmunotherapy cohort. CONCLUSIONS This study showed differences in risks from melanoma survival based on patient demographic and clinical characteristics. Low socioeconomic status increased mortality risk, and first-line immunotherapy use favored survival. Health policies and tailored interventions that will promote equity in patient survival and survivorship are essential for managing metastatic melanoma.
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Affiliation(s)
- Olajumoke A Olateju
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston
- Institute of Community Health, University of Houston College of Pharmacy
| | - Osaro Mgbere
- Institute of Community Health, University of Houston College of Pharmacy
- Department of Health Systems and Population Health Sciences, Tilman J. Fertitta Family College of Medicine, University of Houston
- Public Health Science and Surveillance Division, Houston Health Department, Houston, TX
| | - J Douglas Thornton
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston
| | - Zhen Zeng
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston
| | - Ekere J Essien
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston
- Institute of Community Health, University of Houston College of Pharmacy
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Olateju OA, Zeng Z, Thornton JD, Mgbere O, Essien EJ. Management of metastatic melanoma in Texas: disparities in the utilization of immunotherapy following the regulatory approval of immune checkpoint inhibitors. BMC Cancer 2023; 23:655. [PMID: 37442992 DOI: 10.1186/s12885-023-11142-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND The utilization of modern-immunotherapies, notably immune checkpoint inhibitors (ICIs), has increased markedly in patients with metastatic melanoma over the past decade and are recommended as standard treatment. Given their increasing adoption in routine care for melanoma, understanding patient access to immunotherapy and patterns of its use in Texas is crucial as it remains one of the few states without Medicaid expansion and with high rates of the uninsured population. The objectives of this study were to examine the trend in the utilization of immunotherapy and to determine factors associated with immunotherapy utilization among patients with metastatic melanoma in the era of ICIs in Texas. METHODS A retrospective cohort study was conducted using the Texas Cancer Registry (TCR) database. The cohort comprised of adult (≥ 18 years) patients with metastatic melanoma diagnosed between June 2011 and December 2018. The trend in immunotherapy utilization was assessed by determining the proportion of patients receiving immunotherapy each year. The Average Annual Percent Change (AAPC) in immunotherapy utilization was assessed using joinpoint regression, while multivariable logistic regression was used to determine the association between patient characteristics and immunotherapy receipt. RESULTS A total of 1,795 adult patients with metastatic melanoma were identified from the TCR. Immunotherapy utilization was higher among younger patients, those with no comorbidities, and patients with private insurance. Multivariable analysis showed that the likelihood of receipt of immunotherapy decreased with older age [(adjusted Odds Ratio (aOR), 0.92; 95% CI, 0.89- 0.93, p = 0.001], living in high poverty neighborhood (aOR, 0.52; 95% CI, 0.44 - 0.66, p < 0.0001), having Medicaid (aOR, 0.58; 95% CI, 0.44 - 0.73, p = 0.02), being uninsured (aOR, 0.49; 95% CI, 0.31 - 0.64, p = 0.01), and having comorbidities (CCI score 1: aOR, 0.48; 95% CI, 0.34 - 0.71, p = 0.003; CCI score ≥ 2: aOR, 0.32; 95% CI, 0.16 - 0.56, p < 0.0001). CONCLUSIONS AND RELEVANCE This cohort study identified sociodemographic and socioeconomic disparities in access to immunotherapy in Texas, highlighting the need for policies such as Medicaid expansion that would increase equitable access to this innovative therapy.
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Affiliation(s)
- Olajumoke A Olateju
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston, Houston, TX, USA
| | - Zhen Zeng
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston, Houston, TX, USA
| | - J Douglas Thornton
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston, Houston, TX, USA
| | - Osaro Mgbere
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston, Houston, TX, USA
- Institute of Community Health, University of Houston College of Pharmacy, Houston, TX, USA
- Public Health Science and Surveillance Division, Houston Health Department, Houston, TX, USA
| | - Ekere James Essien
- Department of Pharmaceutical Health Outcomes and Policy, College of Pharmacy, University of Houston, Houston, TX, USA.
- Institute of Community Health, University of Houston College of Pharmacy, Houston, TX, USA.
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Johns AC, Yang M, Wei L, Grogan M, Patel SH, Li M, Husain M, Kendra KL, Otterson GA, Burkart JT, Spakowicz D, Hoyd R, Owen DH, Presley CJ. Association of medical comorbidities and cardiovascular disease with toxicity and survival among patients receiving checkpoint inhibitor immunotherapy. Cancer Immunol Immunother 2023; 72:2005-2013. [PMID: 36738310 PMCID: PMC10992740 DOI: 10.1007/s00262-023-03371-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 01/06/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND OBJECTIVES Medical comorbidities (MC) are highly prevalent among patients with cancer and predict worse outcomes for traditional therapies. This association is poorly understood for checkpoint inhibitor immunotherapy (IO). We aimed to explore the relationship between common MC including cardiovascular disease (CVD), immune-related adverse events (irAEs), and overall survival (OS) among patients receiving IO for advanced cancer. METHODS This is a retrospective cohort study of 671 patients with any cancer who received IO at our institution from 2011 to 2018. Clinical data were abstracted via chart review and query of ICD-10 codes and used to calculate modified Charlson comorbidity index (mCCI) scores. The primary outcomes were the association of individual MC with irAEs and OS using bivariate and multivariable analyses. Secondary outcomes included association of mCCI score with irAEs and OS. RESULTS Among 671 patients, 62.1% had a mCCI score ≥ 1. No individual MC were associated with irAEs or OS. Increased CCI score was associated with decreased OS (p < 0.01) but not with irAEs. Grade ≥ 3 irAEs were associated with increased OS among patients without CVD (HR 0.37 [95% CI: 0.25, 0.55], p < 0.01), but not among patients with CVD. CONCLUSIONS No specific MC predicted risk of irAEs or OS for patients receiving IO. Increased CCI score did not predict risk of irAEs but was associated with shorter OS. This suggests IO is safe for patients with MC, but MC may limit survival benefits of IO. CVD may predict shorter OS in patients with irAEs and should be evaluated among patients receiving IO.
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Affiliation(s)
- Andrew C Johns
- Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Mike Yang
- College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Lai Wei
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Madison Grogan
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Sandipkumar H Patel
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Mingjia Li
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Marium Husain
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Kari L Kendra
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Gregory A Otterson
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jarred T Burkart
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Daniel Spakowicz
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Rebecca Hoyd
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Dwight H Owen
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Carolyn J Presley
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
- The James Cancer Hospital and Solove Research Institute, The Ohio State University Comprehensive Cancer Center, 1335 Lincoln Tower, 1800 Cannon Dr, Columbus, OH, 43210, USA.
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Guven DC, Sahin TK, Erul E, Cakir IY, Ucgul E, Yildirim HC, Aktepe OH, Erman M, Kilickap S, Aksoy S, Yalcin S. The Association between Early Changes in Neutrophil-Lymphocyte Ratio and Survival in Patients Treated with Immunotherapy. J Clin Med 2022; 11:jcm11154523. [PMID: 35956139 PMCID: PMC9369683 DOI: 10.3390/jcm11154523] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/15/2022] [Accepted: 07/24/2022] [Indexed: 02/05/2023] Open
Abstract
Dynamic changes in the blood-based biomarkers could be used as a prognostic biomarker in patients treated with immune checkpoint inhibitors (ICIs), although the data are limited. We evaluated the association between the neutrophil−lymphocyte ratio (NLR) and early NLR changes with survival in ICI-treated patients. We retrospectively evaluated the data of 231 patients with advanced-stage cancer. We recorded baseline clinical characteristics, baseline NLR and fourth-week NLR changes, and survival data. A compound prognostic score, the NLR2-CEL score, was developed with the following parameters: baseline NLR (<5 vs. ≥5), ECOG status (0 vs. ≥1), Charlson Comorbidity Index (CCI, <9 vs. ≥9), LDH (N vs. ≥ULN), and fourth-week NLR change (10% or over NLR increase). In the multivariable analyses, higher NLR (HR: 1.743, p = 0.002), 10% or over NLR increase in the fourth week of treatment (HR: 1.807, p = 0.001), higher ECOG performance score (HR: 1.552, p = 0.006), higher LDH levels (HR: 1.454, p = 0.017), and higher CCI (HR: 1.400, p = 0.041) were associated with decreased OS. Compared to patients with the lowest scores, patients in the highest score group had significantly lower OS (HR: 7.967, 95% CI: 3.531−17.979, p < 0.001) and PFS. The composite score had moderate success for survival prediction, with an AUC of 0.702 (95% CI: 0.626−0.779, p < 0.001). We observed significantly lower survival in patients with higher baseline NLR values and increased NLR values under treatment.
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Affiliation(s)
- Deniz Can Guven
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
- Correspondence:
| | - Taha Koray Sahin
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, 06100 Ankara, Turkey; (T.K.S.); (E.E.); (I.Y.C.); (E.U.)
| | - Enes Erul
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, 06100 Ankara, Turkey; (T.K.S.); (E.E.); (I.Y.C.); (E.U.)
| | - Ibrahim Yahya Cakir
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, 06100 Ankara, Turkey; (T.K.S.); (E.E.); (I.Y.C.); (E.U.)
| | - Enes Ucgul
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, 06100 Ankara, Turkey; (T.K.S.); (E.E.); (I.Y.C.); (E.U.)
| | - Hasan Cagri Yildirim
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
| | - Oktay Halit Aktepe
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
| | - Mustafa Erman
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
| | - Saadettin Kilickap
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
- Department of Medical Oncology, Faculty of Medicine, Istinye University, 34396 Istanbul, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
| | - Suayib Yalcin
- Department of Medical Oncology, Cancer Institute, Hacettepe University, 06100 Ankara, Turkey; (H.C.Y.); (O.H.A.); (M.E.); (S.K.); (S.A.); (S.Y.)
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Zhang D, Mobley EM, Manini TM, Leeuwenburgh C, Anton SD, Washington CJ, Zhou D, Parker AS, Okunieff PG, Bian J, Guo Y, Pahor M, Hiatt RA, Braithwaite D. Frailty and risk of mortality in older cancer survivors and adults without a cancer history: Evidence from the National Health and Nutrition Examination Survey, 1999-2014. Cancer 2022; 128:2978-2987. [PMID: 35608563 PMCID: PMC9671088 DOI: 10.1002/cncr.34258] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 04/11/2022] [Accepted: 04/22/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Epidemiologic evidence reporting the role of frailty in survival among older adults with a prior cancer diagnosis is limited. METHODS A total of 2050 older adults (≥60 years old) surviving for at least 1 year after a cancer diagnosis and 9474 older adults without a cancer history from the National Health and Nutrition Examination Survey (1999-2014) were included for analysis. The exposure variable, a 45-item frailty index (FI), was categorized on the basis of validated cutoffs (FI ≤ 0.10 [fit], 0.10 < FI ≤ 0.21 [prefrail], and FI > 0.21 [frail]). All-cause mortality was ascertained via the National Death Index. Multivariable Cox proportional hazards models were used to estimate adjusted hazard ratios (aHRs) and 95% confidence interval (CIs) for the FI, and this was followed by restricted cubic splines depicting dose-response curves. RESULTS For older cancer survivors, the mean age at the baseline was 72.6 years (SD, 7.1 years); 5.9% were fit, 38.2% were prefrail, and 55.9% were frail. Older adults without a cancer history were slightly younger (mean age, 70.0 years) and less frail (47.9% were frail). At each level of the FI, cancer survivors (1.9 per 100 person-years for FI ≤ 0.10, 3.4 per 100 person-years for 0.10 < FI ≤ 0.21, and 7.5 per 100 person-years for FI > 0.21) had higher mortality than their cancer-free counterparts (1.4 per 100 person-years for FI ≤ 0.10, 2.4 per 100 person-years for 0.10 < FI ≤ 0.21, and 5.4 per 100 person-years for FI > 0.21). The multivariable model suggested a positive association between the FI and all-cause mortality for survivors (aHR for FI > 0.21 vs FI ≤ 0.10, 2.80; 95% CI, 1.73-4.53) and participants without a cancer history (aHR for FI > 0.21 vs FI ≤ 0.10, 2.75; 95% CI, 2.29-3.32). Restricted cubic splines indicated that all-cause mortality risk increased with the FI in a monotonic pattern. CONCLUSIONS Frailty is associated with a higher risk of death in older cancer survivors and the elderly without a cancer history.
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Affiliation(s)
- Dongyu Zhang
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, Florida
- University of Florida Health Cancer Center, Gainesville, Florida
| | - Erin M. Mobley
- University of Florida Health Cancer Center, Gainesville, Florida
- Department of Surgery, University of Florida College of Medicine, Jacksonville, Florida
| | - Todd M. Manini
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, Florida
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, Florida
| | - Stephen D. Anton
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, Florida
| | | | - Daohong Zhou
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Alexander S. Parker
- University of Florida Health Cancer Center, Gainesville, Florida
- University of Florida College of Medicine, Jacksonville, Florida
| | - Paul G. Okunieff
- University of Florida Health Cancer Center, Gainesville, Florida
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - Jiang Bian
- University of Florida Health Cancer Center, Gainesville, Florida
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida
| | - Yi Guo
- University of Florida Health Cancer Center, Gainesville, Florida
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida
| | - Marco Pahor
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, Florida
| | - Robert A. Hiatt
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California
| | - Dejana Braithwaite
- Department of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, Florida
- University of Florida Health Cancer Center, Gainesville, Florida
- Department of Surgery, University of Florida College of Medicine, Gainesville, Florida
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Association between Body Mass Index and Immune-Related Adverse Events (irAEs) among Advanced-Stage Cancer Patients Receiving Immune Checkpoint Inhibitors: A Pan-Cancer Analysis. Cancers (Basel) 2021; 13:cancers13236109. [PMID: 34885219 PMCID: PMC8657283 DOI: 10.3390/cancers13236109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 11/29/2021] [Accepted: 12/02/2021] [Indexed: 12/19/2022] Open
Abstract
Simple Summary Currently, clinical studies exploring the impact of high body fat on toxicities after receiving immune checkpoint inhibitors (ICIs) among cancer patients are limited. Here, we analyze data from a health care system serving the mid-Atlantic geographic region to assess how body fat can affect the development of toxicities of ICIs. In our study, body mass index (BMI) was used as the measure of body fat, and the results suggested that cancer patients with a high BMI were more likely to have toxicities after receiving ICIs. Our study suggests that symptom management should be incorporated in the cancer care continuum of patients who receive ICIs, especially those with high BMI. In clinical settings, oncologists should inform cancer patients receiving ICIs with high BMI that their risk of post-treatment toxicities can be higher compared to their counterparts with lower BMI. Abstract Evidence regarding the association between body mass index (BMI) and immune-related adverse events (irAEs) among cancer patients receiving immune checkpoint inhibitors (ICIs) is limited. Here, we use cross-sectional hospital-based data to explore their relationship. Pre-treatment BMI was treated as an ordinal variable (<25, 25 to ≤30, ≥30 kg/m2). The outcome of interest was irAEs after ICI initiation. A multivariable logistic regression model estimated the adjusted odds ratio (aOR) and 95% confidence interval (CI) of BMI. A total of 684 patients with stage III or IV cancer were included in the study (lung: 269, melanoma: 204, other: 211). The mean age at the first dose of ICI was 64.1 years (SD = 13.5), 394 patients (57.6%) were male, and over one-third (N = 260, 38.0%) were non-White. Overall, 52.9% of patients had BMI ≥ 25 kg/m2 (25 to ≤30: 217, ≥30: 145) and 288 (42.1%) had irAEs after ICI treatment. Patients with higher BMI tended to have a higher rate of irAEs (<25: 35.7%, 25 to ≤30: 47.0%, ≥30: 49.0%). The multivariable logistic regression yielded consistent results (BMI ≥ 30 vs. BMI < 25: aOR = 1.47, 95% CI = 0.96–2.23; 25 ≤ BMI < 30 vs. BMI < 25: aOR = 1.46, 95% CI = 1.02–2.11, p-trend = 0.04). In conclusion, among patients with advanced cancer receiving ICIs, the rate of irAEs appears to be higher among those with higher BMI.
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