Monocyte-related markers as predictors of immune checkpoint inhibitor efficacy and immune-related adverse events: a systematic review and meta-analysis
The efficacy and off-target effects of immune checkpoint inhibitors (ICI) in cancer treatment vary among patients. Monocytes likely contribute to this heterogeneous response due to their crucial role in immune homeostasis. We conducted a systematic review and meta-analysis to evaluate the impact of monocytes on ICI efficacy and immune-related adverse events (irAEs) in patients with cancer. We systematically searched PubMed, Web of Science, and Embase for clinical studies from January 2000 to December 2023. Articles were included if they mentioned cancer, ICI, monocytes, or any monocyte-related terminology. Animal studies and studies where ICIs were combined with other biologics were excluded, except for studies where two ICIs were used. This systematic review was registered with PROSPERO (CRD42023396297) prior to data extraction and analysis. Monocyte-related markers, such as absolute monocyte count (AMC), monocyte/lymphocyte ratio (MLR), specific monocyte subpopulations, and m-MDSCs were assessed in relation to ICI efficacy and safety. Bayesian meta-analysis was conducted for AMC and MLR. The risk of bias assessment was done using the Cochrane-ROBINS-I tool. Out of 5787 studies identified in our search, 155 eligible studies report peripheral blood monocyte-related markers as predictors of response to ICI, and 32 of these studies describe irAEs. Overall, based on 63 studies, a high MLR was a prognostic biomarker for short progression-free survival (PFS) and overall survival (OS) hazard ratio (HR): 1.5 (95% CI: 1.21-1.88) and 1.52 (95% CI:1.13-2.08), respectively. The increased percentage of classical monocytes was an unfavorable predictor of survival, while low baseline rates of monocytic myeloid-derived suppressor cells (m-MDSCs) were favorable. Elevated intermediate monocyte frequencies were associated but not significantly correlated with the development of irAEs. Baseline monocyte phenotyping may serve as a composite biomarker of response to ICI; however, more data is needed regarding irAEs. Monocyte-related variables may aid in risk assessment and treatment decision strategies for patients receiving ICI in terms of both efficacy and safety.
机构:
Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Natl Clin Res Ctr Dermatol & Immunol Dis, Minist Educ, Key Lab, Beijing, Peoples R China
Chinese Acad Med Sci & Peking Union Med Collage, Peking Union Med Coll Hosp, State Key Lab Complex Severe & Rare Dis, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Zhao, Qing
Zhang, Jianwei
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Peking Univ Canc Hosp & Inst, Dept Gastrointestinal Oncol, Minist Educ Beijing, Key Lab Carcinogenesis & Translat Res, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Zhang, Jianwei
Xu, Lingyi
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Peking Univ, Peking Univ First Hosp, Inst Nephrol, Renal Div, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Xu, Lingyi
Yang, Huaxia
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Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Natl Clin Res Ctr Dermatol & Immunol Dis, Minist Educ, Key Lab, Beijing, Peoples R China
Chinese Acad Med Sci & Peking Union Med Collage, Peking Union Med Coll Hosp, State Key Lab Complex Severe & Rare Dis, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Yang, Huaxia
Liang, Naixin
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Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Thorac Surg, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Liang, Naixin
Zhang, Li
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Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Resp, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Zhang, Li
Zhang, Fengchun
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Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Natl Clin Res Ctr Dermatol & Immunol Dis, Minist Educ, Key Lab, Beijing, Peoples R China
Chinese Acad Med Sci & Peking Union Med Collage, Peking Union Med Coll Hosp, State Key Lab Complex Severe & Rare Dis, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
Zhang, Fengchun
Zhang, Xuan
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Chinese Acad Med Sci & Peking Union Med Coll, Med Epigenet Res Ctr, Clin Immunol Ctr, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Rheumatol & Clin Immunol, Beijing, Peoples R China
机构:
Augusta Univ, Med Coll Georgia, Georgia Canc Ctr, Augusta, GA 30912 USAAtlanta VA Med Ctr, Dept Hematol Med Oncol, Decatur, GA 30033 USA
Hu, F.
Sadek, R.
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Augusta Univ, Med Coll Georgia, Georgia Canc Ctr, Augusta, GA 30912 USAAtlanta VA Med Ctr, Dept Hematol Med Oncol, Decatur, GA 30033 USA
Sadek, R.
Chintalapally, R.
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Augusta Univ, Med Coll Georgia, Georgia Canc Ctr, Dept Hematol Oncol, 1120 15th St, Augusta, GA 30912 USAAtlanta VA Med Ctr, Dept Hematol Med Oncol, Decatur, GA 30033 USA
Chintalapally, R.
Tang, S. -C.
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Augusta Univ, Med Coll Georgia, Georgia Canc Ctr, Dept Hematol Oncol, 1120 15th St, Augusta, GA 30912 USA
Tianjin Med Univ, Canc Inst & Hosp, Tianjin, Peoples R ChinaAtlanta VA Med Ctr, Dept Hematol Med Oncol, Decatur, GA 30033 USA
机构:
Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, France
Hop Univ Bicetre, AP HP, Internal Med & Clin Immunol Dept, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Michot, J. M.
Bigenwald, C.
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Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Bigenwald, C.
Champiat, S.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Champiat, S.
Collins, M.
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机构:
Hop Univ Bicetre, AP HP, Dept Gastroenterol, F-94275 Le Kremlin Bicetre, France
Univ Paris 11, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Collins, M.
Carbonnel, F.
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Hop Univ Bicetre, AP HP, Dept Gastroenterol, F-94275 Le Kremlin Bicetre, France
Univ Paris 11, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Carbonnel, F.
Postel-Vinay, S.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Postel-Vinay, S.
Berdelou, A.
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Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Berdelou, A.
Varga, A.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Varga, A.
Bahleda, R.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Bahleda, R.
Hollebecque, A.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Hollebecque, A.
Massard, C.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Massard, C.
Fuerea, A.
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Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Fuerea, A.
Ribrag, V.
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Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Ribrag, V.
Gazzah, A.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gazzah, A.
Armand, J. P.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Armand, J. P.
Amellal, N.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Amellal, N.
Angevin, E.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Angevin, E.
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Noel, N.
Boutros, C.
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Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, France
Hop Univ Bicetre, AP HP, Internal Med & Clin Immunol Dept, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Boutros, C.
Mateus, C.
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机构:
Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, France
Hop Univ Bicetre, AP HP, Internal Med & Clin Immunol Dept, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Mateus, C.
Robert, C.
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机构:
Gustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, France
Hop Univ Bicetre, AP HP, Internal Med & Clin Immunol Dept, F-94275 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Robert, C.
Soria, J. C.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Soria, J. C.
Marabelle, A.
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Gustave Roussy Comprehens Canc Ctr, Drug Dev Dept, F-94805 Villejuif, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
Marabelle, A.
Lambotte, O.
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机构:
Hop Univ Bicetre, AP HP, Internal Med & Clin Immunol Dept, F-94275 Le Kremlin Bicetre, France
Univ Paris 11, F-94275 Le Kremlin Bicetre, France
CEA, DSV IMETI, Div Immunovirol, IDMIT, F-92265 Fontenay Aux Roses, France
Ctr Immunol Viral Infect & Autoimmune Dis, INSERM, U1184, F-94276 Le Kremlin Bicetre, FranceGustave Roussy Comprehens Canc Ctr, Dept Med Oncol, F-94805 Villejuif, France
机构:
Peter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
Univ Melbourne, Fac Med Dent & Hlth Sci, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, Australia
Univ Melbourne, Fac Med Dent & Hlth Sci, Ctr Canc Res, Canc Hlth Serv Res Unit, Melbourne, Vic, AustraliaPeter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
Jayathilaka, Bishma
Mian, Farah
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Peter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, AustraliaPeter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
机构:
Univ Melbourne, Fac Med Dent & Hlth Sci, Ctr Canc Res, Canc Hlth Serv Res Unit, Melbourne, Vic, AustraliaPeter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
Franchini, Fanny
Au-Yeung, George
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机构:
Univ Melbourne, Fac Med Dent & Hlth Sci, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, Australia
Peter MacCallum Canc Ctr, Dept Med Oncol, Melbourne, Vic, AustraliaPeter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
Au-Yeung, George
Ijzerman, Maarten
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机构:
Univ Melbourne, Fac Med Dent & Hlth Sci, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, Australia
Univ Melbourne, Fac Med Dent & Hlth Sci, Ctr Canc Res, Canc Hlth Serv Res Unit, Melbourne, Vic, Australia
Erasmus Univ, Erasmus Sch Hlth Policy & Management, Rotterdam, NetherlandsPeter MacCallum Canc Ctr, Pharm Dept, Melbourne, Vic, Australia
机构:
Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Div Endocrinol Diabet & Hypertens, 221 Longwood Ave,RFB 2, Boston, MA 02115 USA
Univ Melbourne, Austin Hosp, Dept Med, Endocrine Unit, Melbourne, Vic, AustraliaHarvard Med Sch, Brigham & Womens Hosp, Dept Med, Div Endocrinol Diabet & Hypertens, 221 Longwood Ave,RFB 2, Boston, MA 02115 USA
Cheung, Yee-Ming Melody
Wang, Wei
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机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, 75 Francis St, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Div Sleep & Circadian Disorders, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Div Sleep Med, Boston, MA 02115 USAHarvard Med Sch, Brigham & Womens Hosp, Dept Med, Div Endocrinol Diabet & Hypertens, 221 Longwood Ave,RFB 2, Boston, MA 02115 USA
Wang, Wei
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McGregor, Bradley
Hamnvik, Ole-Petter Riksfjord
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机构:
Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Div Endocrinol Diabet & Hypertens, 221 Longwood Ave,RFB 2, Boston, MA 02115 USAHarvard Med Sch, Brigham & Womens Hosp, Dept Med, Div Endocrinol Diabet & Hypertens, 221 Longwood Ave,RFB 2, Boston, MA 02115 USA