Immune checkpoint inhibitors have demonstrated significant survival benefits in treating many types of cancers. However, their immune-related adverse events (irAEs) have not been systematically evaluated across cancer types in large-scale real-world populations. To address this gap, we conducted real-world data analyses using nationwide insurance claims data with 85.97 million enrollees across 8 years. We identified a significantly increased risk of developing irAEs among patients receiving immunotherapy agents in all seven cancer types commonly treated with immune checkpoint inhibitors. By six months after treatment initialization, those receiving immunotherapy were 1.50–4.00 times (95% CI, lower bound from 1.15 to 2.16, upper bound from 1.69 to 20.36) more likely to develop irAEs in the first 6 months of treatment, compared to matched chemotherapy or targeted therapy groups, with a total of 92,858 patients. The risk of developing irAEs among patients using nivolumab is higher compared to those using pembrolizumab. These results confirmed the need for clinicians to assess irAEs among cancer patients undergoing immunotherapy as part of management. Our methods are extensible to characterizing the effectiveness and adverse effects of novel treatments in large populations in an efficient and economical fashion.
机构:
Harvard Univ, Dept Stat, Cambridge, MA 02138 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Wang, Feicheng
Yang, Shihao
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机构:
Harvard Univ, Dept Stat, Cambridge, MA 02138 USA
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Yang, Shihao
Palmer, Nathan
论文数: 0引用数: 0
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机构:
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Palmer, Nathan
Fox, Kathe
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Fox, Kathe
Kohane, Isaac S.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Kohane, Isaac S.
Liao, Katherine P.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Med, 75 Francis St, Boston, MA 02115 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Liao, Katherine P.
Yu, Kun-Hsing
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Pathol, 75 Francis St, Boston, MA 02115 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
Yu, Kun-Hsing
Kou, S. C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Dept Stat, Cambridge, MA 02138 USAHarvard Univ, Dept Stat, Cambridge, MA 02138 USA
机构:
Tufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Maine Med Ctr, Dept Med, Portland, ME USA
Maine Hlth Inst Res, Ctr Interdisciplinary Populat & Hlth Res, Portland, ME USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Hu, Xiao
Rodday, Angie Mae
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Inst Clin Res & Hlth Policy Studies, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Rodday, Angie Mae
Gurinovich, Anastasia
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Inst Clin Res & Hlth Policy Studies, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Gurinovich, Anastasia
Pan, Stacey
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Div Hematol Oncol, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Pan, Stacey
Salei, Yana V.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Dept Med, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Salei, Yana V.
Lin, Jeffrey H.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Dept Med, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Lin, Jeffrey H.
Byrne, Margaret M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa Hosp & Clin, Dept Med, Iowa City, IA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Byrne, Margaret M.
Cao, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Div Hematol Oncol, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Cao, Yu
Pai, Lori
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Div Hematol Oncol, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Pai, Lori
Parsons, Susan K.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Med Ctr, Div Hematol Oncol, Boston, MA USA
Tufts Med Ctr, Inst Clin Res & Hlth Policy Studies, Boston, MA USATufts Med Ctr, Div Hematol Oncol, Boston, MA USA
机构:
Chongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Yang, Yana
Li, Linman
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Med Univ, Hlth Management Ctr, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Li, Linman
Tian, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Med Univ, Hlth Management Ctr, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Tian, Jing
Ma, Linwen
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Med Univ, Hlth Management Ctr, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Ma, Linwen
Wu, Yaoxin
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Med Univ, Hlth Management Ctr, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Wu, Yaoxin
Luo, Qian
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Radiat Oncol Ctr, Canc Hosp, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
Luo, Qian
Luo, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Radiat Oncol Ctr, Canc Hosp, Chongqing, Peoples R ChinaChongqing Med Univ, Nursing Dept, Affiliated Hosp 1, Chongqing, Peoples R China
机构:
Harvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Reynolds, Kerry L.
Arora, Shaily
论文数: 0引用数: 0
h-index: 0
机构:
US FDA, Off Oncol Dis, Silver Spring, MD USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Arora, Shaily
Elayavilli, Ravikumar Komandur
论文数: 0引用数: 0
h-index: 0
机构:
Project Data Sphere, Cary, NC USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Elayavilli, Ravikumar Komandur
Louv, William C.
论文数: 0引用数: 0
h-index: 0
机构:
Project Data Sphere, Cary, NC USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Louv, William C.
Schaller, Teilo H.
论文数: 0引用数: 0
h-index: 0
机构:
Project Data Sphere, Cary, NC USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Schaller, Teilo H.
Khandelwal, Aakanksha
论文数: 0引用数: 0
h-index: 0
机构:
Merck KGaA, Portfolio Strategy & Innovat, Darmstadt, GermanyHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Khandelwal, Aakanksha
Rothenberg, Mace
论文数: 0引用数: 0
h-index: 0
机构:
Pfizer Inc, New York, NY USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Rothenberg, Mace
Khozin, Sean
论文数: 0引用数: 0
h-index: 0
机构:
ASCO CancerLinQ LLC, Alexandria, VA USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Khozin, Sean
Guidon, Amanda C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Div Neuromuscular Disorders, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Guidon, Amanda C.
Dougan, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dept Med, Div Gastroenterol, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Dougan, Michael
Zubiri, Leyre
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Zubiri, Leyre
Petrillo, Laura
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Div Palliat Care, Dept Med, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Petrillo, Laura
Sise, Meghan E.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Div Nephrol, Dept Med, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Sise, Meghan E.
Villani, Alexandra-Chloe
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Ctr Immunol & Inflammatory Dis, Dept Med, Massachusetts Gen Hosp, Boston, MA 02115 USA
Harvard Med Sch, Ctr Canc Res, Dept Med, Massachusetts Gen Hosp, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Villani, Alexandra-Chloe
Johnson, Douglas B.
论文数: 0引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Div Hematol Oncol, Med Ctr, Nashville, TN USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Johnson, Douglas B.
Rahma, Osama
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Ctr Canc, Ctr Immunooncol & Gastroenterol, Boston, MA 02115 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
Rahma, Osama
Sharon, Elad
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Canc Therapy Evaluat Program, Div Canc Treatment & Diag, Bethesda, MD 20892 USAHarvard Med Sch, Massachusetts Gen Hosp, Div Hematol & Oncol, Boston, MA 02115 USA
机构:
Mem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
Weill Cornell Med Coll, New York, NY USAMem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
Friedman, Claire F.
Proverbs-Singh, Tracy A.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
Weill Cornell Med Coll, New York, NY USAMem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
Proverbs-Singh, Tracy A.
Postow, Michael A.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
Weill Cornell Med Coll, New York, NY USAMem Sloan Kettering Canc Ctr, Dept Med, 300 E 66th St, New York, NY 10065 USA
机构:
Univ Paris 05, Sorbonne Paris Cite, Paris, France
Hop Europeen Georges Pompidou, AP HP, Serv Immunol Biol, Paris, FranceUniv Paris 05, Sorbonne Paris Cite, Paris, France
Senant, Marie
Giusti, Delphine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 05, Sorbonne Paris Cite, Paris, France
Hop Europeen Georges Pompidou, AP HP, Serv Immunol Biol, Paris, FranceUniv Paris 05, Sorbonne Paris Cite, Paris, France
Giusti, Delphine
Weiss, Laurence
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 05, Sorbonne Paris Cite, Paris, France
Hop Europeen Georges Pompidou, AP HP, Serv Immunol Clin, Paris, FranceUniv Paris 05, Sorbonne Paris Cite, Paris, France
Weiss, Laurence
Dragon-Durey, Marie-Agnes
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 05, Sorbonne Paris Cite, Paris, France
Hop Europeen Georges Pompidou, AP HP, Serv Immunol Biol, Paris, FranceUniv Paris 05, Sorbonne Paris Cite, Paris, France