{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T21:08:31Z","timestamp":1788383311192,"version":"build-2803163510"},"reference-count":28,"publisher":"American Medical Association (AMA)","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi250480-4\"><jats:title>Importance<\/jats:title><jats:p>Targeted therapies and immunotherapies prolong survival but are associated with high costs for patients with advanced non\u2013small cell lung cancer (aNSCLC). To date, little is known about survival and medication cost by biomarker status in the US.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250480-5\"><jats:title>Objective<\/jats:title><jats:p>To estimate survival and medication cost by aNSCLC biomarker status.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250480-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>This retrospective cohort study using Flatiron Health data identified patients diagnosed with aNSCLC from January 1, 2016, through December 31, 2022. Each patient had received at least 1 biomarker test and 1 documented line of therapy; follow-up was through September 31, 2023. Patients were categorized based on the presence of driver alterations, including <jats:italic>ALK<\/jats:italic> rearrangement, <jats:italic>BRAF<\/jats:italic> variation, or <jats:italic>EGFR<\/jats:italic> variation. Patients without driver alterations were divided into 3 groups based on their programmed cell death 1 ligand 1 (PD-L1) expression (&amp;amp;lt;1%, 1%-49%, or \u226550%).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250480-7\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The primary outcome was medication costs, which were a function of survival probability and monthly medication costs. The secondary outcome was medication costs per survivor, defined as the mean aggregate medication costs within each patient cohort for each 1- or 2-year survivor.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250480-8\"><jats:title>Results<\/jats:title><jats:p>The study cohort consisted of 26\u202f635 patients with aNSCLC (mean [SD] age at diagnosis, 68.9 [10.0] years; 13\u202f750 [52%] male; 2610 [10%] African American, 687 [3%] Asian, 18 352 [69%] White, and 4986 [19%] other race, including any race other than African American, Asian, or White). The median overall survival was 39.9 (95% CI, 33.9-48.5) months for patients with <jats:italic>ALK<\/jats:italic> rearrangement, 27.0 (95% CI, 24.8-28.8) months for <jats:italic>EGFR<\/jats:italic> variation, 18.7 (95% CI, 16.0-20.6) months for <jats:italic>BRAF<\/jats:italic> variation, 12.3 (95% CI, 12.0-12.7) months for PD-L1 less than 1%, 13.7 (95% CI, 13.1-14.3) months for PD-L1 of 1% to 49%, and 16.2 (95% CI, 15.3-17.0) months for PD-L1 of 50% or greater. The 1- and 2-year medication costs per patient for the overall cohort were $120\u202f420 (95% CI, $115\u202f540-$126\u202f470) and $182\u202f560 (95% CI, $172\u202f900-$196\u202f040), respectively. Patients with <jats:italic>EGFR<\/jats:italic> variation or PD-L1\u2009of 50% or greater incurred relatively higher 1-year medication cost ($131\u202f700 [95% CI, $125\u202f340-$138\u202f280] and $123\u202f590 [95% CI, $115\u202f970-$130\u202f840], respectively) compared with patients with PD-L1 less than 1% ($110\u202f350 [95% CI, $101\u202f680-$120\u202f040]). Patients with <jats:italic>ALK<\/jats:italic> rearrangement or <jats:italic>EGFR<\/jats:italic> variation incurred the highest 2-year medication cost ($242\u202f130 [95% CI, $206\u202f220-$267\u202f330] and $241\u202f940 [95% CI, $230\u202f840-$254\u202f730], respectively), whereas patients with PD-L1\u2009less than 1% and PD-L1 of 1% to 49% had the lowest 2-year medication cost ($156\u202f340 [95% CI, $142\u202f450-$172\u202f800] and $163\u202f410 [95% CI, $152\u202f410-$174\u202f180], respectively). The medication costs per 1-year survivor were $152\u202f370 (95% CI, $133\u202f550-$178\u202f080) for patients with <jats:italic>ALK<\/jats:italic> rearrangement, $175\u202f720 (95% CI, $167\u202f330-$185\u202f390) for <jats:italic>EGFR<\/jats:italic> variation, $211\u202f100 (95% CI, $195\u202f030-$229\u202f400) for PD-L1\u2009less than 1%, $210\u202f260 (95% CI, $193\u202f190-$226\u202f580) for PD-L1 of 1% to 49%, and $211\u202f630 (95% CI, $198\u202f670-$224\u202f210) for PD-L1\u2009of 50% or greater, whereas the costs per 2-year survivor were $363\u202f480 (95% CI, $314\u202f710-$401\u202f320) for patients with <jats:italic>ALK<\/jats:italic> rearrangement, $468\u202f400 (95% CI, $441\u202f340-$497\u202f860) for patients with PD-L1\u2009of 50% or greater, $460\u202f790 (95% CI, $427\u202f340-$494\u202f080) for patients with PD-L1 of 1% to 49%, and $500\u202f220 (95% CI, $456\u202f900-$556\u202f730) for patients with PD-L1\u2009less than 1%.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250480-9\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>In this cohort study, patients with aNSCLC with driver alterations experienced better survival and incurred lower medication costs per survivor than those without driver variation, indicating the need to develop more affordable and effective medications for patients without driver alterations.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2025.14519","type":"journal-article","created":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T15:00:30Z","timestamp":1749567630000},"page":"e2514519","source":"Crossref","is-referenced-by-count":2,"title":["Biomarker-Specific Survival and Medication Cost for Patients With Non\u2013Small Cell Lung Cancer"],"prefix":"10.1001","volume":"8","author":[{"given":"Juanyi","family":"Tan","sequence":"first","affiliation":[{"name":"Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Szu-Chun","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut"},{"name":"Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale School of Medicine, New Haven, Connecticut"},{"name":"Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michaela A.","family":"Dinan","sequence":"additional","affiliation":[{"name":"Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut"},{"name":"Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale School of Medicine, New Haven, Connecticut"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anne C.","family":"Chiang","sequence":"additional","affiliation":[{"name":"Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale School of Medicine, New Haven, Connecticut"},{"name":"Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cary P.","family":"Gross","sequence":"additional","affiliation":[{"name":"Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale School of Medicine, New Haven, Connecticut"},{"name":"Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shi-Yi","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut"},{"name":"Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale School of Medicine, New Haven, Connecticut"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2025,6,10]]},"reference":[{"issue":"1","key":"zoi250480r1","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3322\/caac.21708","article-title":"Cancer statistics, 2022.","volume":"72","author":"Siegel","year":"2022","journal-title":"CA Cancer J Clin"},{"issue":"8","key":"zoi250480r3","doi-asserted-by":"publisher","first-page":"1623","DOI":"10.1016\/j.mayocp.2019.01.013","article-title":"Non\u2013small cell lung cancer: epidemiology, screening, diagnosis, and treatment.","volume":"94","author":"Duma","year":"2019","journal-title":"Mayo Clin Proc"},{"issue":"12","key":"zoi250480r4","doi-asserted-by":"publisher","first-page":"1355","DOI":"10.1016\/j.jtho.2022.08.011","article-title":"Stage migration and lung cancer incidence after initiation of low-dose CT screening.","volume":"17","author":"Vachani","year":"2022","journal-title":"J Thorac Oncol"},{"issue":"8","key":"zoi250480r5","doi-asserted-by":"publisher","first-page":"2501","DOI":"10.31557\/APJCP.2021.22.8.2501","article-title":"Lung cancer survival with current therapies and new targeted treatments: a comprehensive update from the Srinagarind hospital-based cancer registry from 2013 to 2017.","volume":"22","author":"Musika","year":"2021","journal-title":"Asian Pac J Cancer Prev"},{"issue":"5","key":"zoi250480r6","doi-asserted-by":"publisher","first-page":"1362","DOI":"10.3390\/jcm9051362","article-title":"Immune checkpoint inhibitors for lung cancer treatment: a review.","volume":"9","author":"Onoi","year":"2020","journal-title":"J Clin Med"},{"issue":"3","key":"zoi250480r7","doi-asserted-by":"publisher","first-page":"689","DOI":"10.3390\/cancers15030689","article-title":"Duration of immunotherapy in non-small cell lung cancer survivors: a lifelong commitment?","volume":"15","author":"Putzu","year":"2023","journal-title":"Cancers (Basel)"},{"issue":"8","key":"zoi250480r8","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1038\/s41571-022-00639-9","article-title":"Third-generation EGFR and ALK inhibitors: mechanisms of resistance and management.","volume":"19","author":"Cooper","year":"2022","journal-title":"Nat Rev Clin Oncol"},{"issue":"2","key":"zoi250480r9","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1038\/s41423-020-00577-5","article-title":"The cutting-edge progress of immune-checkpoint blockade in lung cancer.","volume":"18","author":"Zhou","year":"2021","journal-title":"Cell Mol Immunol"},{"issue":"12","key":"zoi250480r10","doi-asserted-by":"publisher","first-page":"1670","DOI":"10.1093\/jnci\/djab192","article-title":"Annual report to the nation on the status of cancer, part 2: patient economic burden associated with cancer care.","volume":"113","author":"Yabroff","year":"2021","journal-title":"J Natl Cancer Inst"},{"issue":"2","key":"zoi250480r11","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1080\/13696998.2017.1389744","article-title":"Healthcare costs in patients with advanced non-small cell lung cancer and disease progression during targeted therapy: a real-world observational study.","volume":"21","author":"Skinner","year":"2018","journal-title":"J Med Econ"},{"issue":"3","key":"zoi250480r12","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1111\/1475-6773.13624","article-title":"Population-level changes in outcomes and Medicare cost following the introduction of new cancer therapies.","volume":"56","author":"Youn","year":"2021","journal-title":"Health Serv Res"},{"issue":"2","key":"zoi250480r13","doi-asserted-by":"publisher","first-page":"255","DOI":"10.18553\/jmcp.2021.21216","article-title":"Health care resource utilization and costs associated with advanced or metastatic nonsmall cell lung cancer in the United States.","volume":"28","author":"Zhang","year":"2022","journal-title":"J Manag Care Spec Pharm"},{"issue":"8","key":"zoi250480r14","doi-asserted-by":"publisher","first-page":"894","DOI":"10.1080\/13696998.2020.1762620","article-title":"Economic burden in patients with ALK?+?non-small cell lung cancer, with or without brain metastases, receiving second-line anaplastic lymphoma kinase (ALK) inhibitors.","volume":"23","author":"Lin","year":"2020","journal-title":"J Med Econ"},{"issue":"4","key":"zoi250480r15","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1007\/s41669-022-00327-5","article-title":"Differences in breast cancer costs by cancer stage and biomarker subtype in New Zealand.","volume":"6","author":"Lao","year":"2022","journal-title":"Pharmacoecon Open"},{"issue":"11","key":"zoi250480r16","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2022.44204","article-title":"Treatment sequencing patterns and associated direct medical costs of metastatic breast cancer care in the United States, 2011 to 2021.","volume":"5","author":"Jaber Chehayeb","year":"2022","journal-title":"JAMA Netw Open"},{"issue":"9596","key":"zoi250480r17","doi-asserted-by":"publisher","first-page":"1453","DOI":"10.1016\/S0140-6736(07)61602-X","article-title":"The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.","volume":"370","author":"von Elm","year":"2007","journal-title":"Lancet"},{"issue":"2","key":"zoi250480r20","doi-asserted-by":"publisher","first-page":"419","DOI":"10.2307\/2533947","article-title":"Estimating medical costs from incomplete follow-up data.","volume":"53","author":"Lin","year":"1997","journal-title":"Biometrics"},{"issue":"12","key":"zoi250480r21","doi-asserted-by":"publisher","first-page":"e332","DOI":"10.1002\/hec.3512","article-title":"Estimating lifetime medical costs from censored claims data.","volume":"26","author":"Hwang","year":"2017","journal-title":"Health Econ"},{"issue":"11","key":"zoi250480r23","doi-asserted-by":"publisher","first-page":"1992","DOI":"10.1200\/JCO.22.01989","article-title":"Pembrolizumab plus pemetrexed and platinum in nonsquamous non-small-cell lung cancer: 5-year outcomes from the phase 3 KEYNOTE-189 study.","volume":"41","author":"Garassino","year":"2023","journal-title":"J Clin Oncol"},{"issue":"1","key":"zoi250480r24","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1056\/NEJMoa1913662","article-title":"Overall survival with osimertinib in untreated, EGFR-mutated advanced NSCLC.","volume":"382","author":"Ramalingam","year":"2020","journal-title":"N Engl J Med"},{"issue":"8","key":"zoi250480r25","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1016\/j.annonc.2020.04.478","article-title":"Updated overall survival and final progression-free survival data for patients with treatment-naive advanced ALK-positive non-small-cell lung cancer in the ALEX study.","volume":"31","author":"Mok","year":"2020","journal-title":"Ann Oncol"},{"issue":"8","key":"zoi250480r26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtocrr.2024.100662","article-title":"Real-world treatment and outcomes in ALK-rearranged NSCLC: results from a large U.S.-based database.","volume":"5","author":"Chazan","year":"2024","journal-title":"JTO Clin Res Rep"},{"issue":"4","key":"zoi250480r27","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1001\/jama.2020.7989","article-title":"Drug prices, rebates, and discounts.","volume":"324","author":"Anderson-Cook","year":"2020","journal-title":"JAMA"},{"issue":"2","key":"zoi250480r28","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1586\/14737167.5.2.153","article-title":"Practical approach for using Medicare data to estimate costs for cost-effectiveness analysis.","volume":"5","author":"Tumeh","year":"2005","journal-title":"Expert Rev Pharmacoecon Outcomes Res"},{"key":"zoi250480r2","unstructured":"American Cancer Society. Key statistics for lung cancer: how common is lung cancer? Accessed March 20, 2025. https:\/\/www.cancer.org\/cancer\/types\/lung-cancer\/about\/key-statistics.html."},{"key":"zoi250480r18","unstructured":"Centers for Medicare & Medicaid Services. Medicare Part D spending by drug. Accessed November 2, 2024. https:\/\/data.cms.gov\/summary-statistics-on-use-and-payments\/medicare-medicaid-spending-by-drug\/medicare-part-d-spending-by-drug\/data."},{"key":"zoi250480r19","unstructured":"Drugs.com. Find drugs & conditions. Accessed November 2, 2024. https:\/\/www.drugs.com\/."},{"key":"zoi250480r22","unstructured":"US Bureau of Labor Statistics. CPI inflation calculator. Accessed November 2, 2024. https:\/\/www.bls.gov\/data\/inflation_calculator.htm."}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2835157\/tan_2025_oi_250480_1748961712.60413.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T15:00:33Z","timestamp":1749567633000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2835157"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,10]]},"references-count":28,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2025,6,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2025.14519","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,10]]}}}