Cited by 100Cancer Immunotherapy and BiomarkersImmunotherapy and Immune ResponsesPharmacovigilance and Adverse Drug Reactions

Predictive Biomarkers for Checkpoint Inhibitor Immune-Related Adverse Events

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Les, Iñigo, Martínez, Mireia, Pérez-Francisco, Inés, Cabero, María, Teijeira, Lucía, Arrazubi, Virginia, Torrego, Nuria, Campillo-Calatayud, Ana +3 more·2023·Cancers

Abstract

Immune-checkpoint inhibitors (ICIs) are antagonists of inhibitory receptors in the immune system, such as the cytotoxic T-lymphocyte-associated antigen-4, the programmed cell death protein-1 and its ligand PD-L1, and they are increasingly used in cancer treatment. By blocking certain suppressive pathways, ICIs promote T-cell activation and antitumor activity but may induce so-called immune-related adverse events (irAEs), which mimic traditional autoimmune disorders. With the approval of more ICIs, irAE prediction has become a key factor in improving patient survival and quality of life. Several biomarkers have been described as potential irAE predictors, some of them are already available for clinical use and others are under development; examples include circulating blood cell counts and ratios, T-cell expansion and diversification, cytokines, autoantibodies and autoantigens, serum and other biological fluid proteins, human leucocyte antigen genotypes, genetic variations and gene profiles, microRNAs, and the gastrointestinal microbiome. Nevertheless, it is difficult to generalize the application of irAE biomarkers based on the current evidence because most studies have been retrospective, time-limited and restricted to a specific type of cancer, irAE or ICI. Long-term prospective cohorts and real-life studies are needed to assess the predictive capacity of different potential irAE biomarkers, regardless of the ICI type, organ involved or cancer site.

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  • ICI targeting PD-1 and CTLA-4 is clinically effective in enhancing T-cell-mediated antitumor responses.

    “Although proving to be clinically effective in enhancing T-cell-mediated antitumor responses”

    From Autoimmune Myocarditis, Old Dogs and New Tricks. (2024) · cites this paper as [164]

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  1. [1]Postow M.A. Callahan M.K. Wolchok J.D. Immune Checkpoint Blockade in Cancer Therapy J. Clin. Oncol. 2015 33 1974 1982 10.1200/JCO.2014.59.4358 25605845 PMC4980573 · DOI
  2. [2]Wilson R.A.M. Evans T.R.J. Fraser A.R. Nibbs R.J.B. Immune Checkpoint Inhibitors: New Strategies to Checkmate Cancer Clin. Exp. Immunol. 2018 191 133 148 10.1111/cei.13081 29139554 PMC5758374 · DOI
  3. [4]Les I. Pérez-Francisco I. Cabero M. Sánchez C. Hidalgo M. Teijeira L. Arrazubi V. Domínguez S. Anaut P. Eguiluz S. Prediction of Immune-Related Adverse Events Induced by Immune Checkpoint Inhibitors with a Panel of Autoantibodies: Protocol of a Multicenter, Prospective, Observational Cohort Study Front. Pharmacol. 2022 13 894550 10.3389/fphar.2022.894550 35721217 PMC9198493 · DOI
  4. [5]Poto R. Troiani T. Criscuolo G. Marone G. Ciardiello F. Tocchetti C.G. Varricchi G. Holistic Approach to Immune Checkpoint Inhibitor-Related Adverse Events Front. Immunol. 2022 13 804597 10.3389/fimmu.2022.804597 35432346 PMC9005797 · DOI
  5. [6]Schneider B.J. Naidoo J. Santomasso B.D. Lacchetti C. Adkins S. Anadkat M. Atkins M.B. Brassil K.J. Caterino J.M. Chau I. Management of Immune-Related Adverse Events in Patients Treated with Immune Checkpoint Inhibitor Therapy: ASCO Guideline Update J. Clin. Oncol. 2021 39 4073 4126 10.1200/JCO.21.01440 34724392 · DOI
  6. [7]Petrelli F. Grizzi G. Ghidini M. Ghidini A. Ratti M. Panni S. Cabiddu M. Ghilardi M. Borgonovo K. Parati M.C. Immune-Related Adverse Events and Survival in Solid Tumors Treated with Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis J. Immunother. 2020 43 1 7 10.1097/CJI.0000000000000300 31574022 · DOI
  7. [8]Zhou X. Yao Z. Yang H. Liang N. Zhang X. Zhang F. Are Immune-Related Adverse Events Associated with the Efficacy of Immune Checkpoint Inhibitors in Patients with Cancer? A Systematic Review and Meta-Analysis BMC Med. 2020 18 87 10.1186/s12916-020-01549-2 32306958 PMC7169020 · DOI
  8. [9]Park R. Lopes L. Saeed A. Anti-PD-1/L1-Associated Immune-Related Adverse Events as Harbinger of Favorable Clinical Outcome: Systematic Review and Meta-Analysis Clin. Transl. Oncol. 2021 23 100 109 10.1007/s12094-020-02397-5 32495269 · DOI
  9. [10]Chennamadhavuni A. Abushahin L. Jin N. Presley C.J. Manne A. Risk Factors and Biomarkers for Immune-Related Adverse Events: A Practical Guide to Identifying High-Risk Patients and Rechallenging Immune Checkpoint Inhibitors Front. Immunol. 2022 13 779691 10.3389/fimmu.2022.779691 35558065 PMC9086893 · DOI
  10. [11]Food and Drug Administration National Institutes of Health BEST (Biomarkers, EndpointS and Other Tools) Resource FDA-NIH Biomarker Working Group Silver Spring, MD, USA 2016 27010052
  11. [12]Califf R.M. Biomarker Definitions and Their Applications Exp. Biol. Med. 2018 243 213 221 10.1177/1535370217750088 29405771 PMC5813875 · DOI
  12. [14]Music M. Iafolla M. Soosaipillai A. Batruch I. Prassas I. Pintilie M. Hansen A.R. Bedard P.L. Lheureux S. Spreafico A. Predicting Response and Toxicity to PD-1 Inhibition Using Serum Autoantibodies Identified from Immuno-Mass Spectrometry F1000Research 2020 9 337 10.12688/f1000research.22715.1 33299547 PMC7707117 · DOI
  13. [15]von Itzstein M.S. Khan S. Gerber D.E. Investigational Biomarkers for Checkpoint Inhibitor Immune-Related Adverse Event Prediction and Diagnosis Clin. Chem. 2020 66 779 793 10.1093/clinchem/hvaa081 32363387 PMC7259479 · DOI
  14. [16]Glehr G. Riquelme P. Yang Zhou J. Cordero L. Schilling H.-L. Kapinsky M. Schlitt H.J. Geissler E.K. Burkhardt R. Schmidt B. External Validation of Biomarkers for Immune-Related Adverse Events after Immune Checkpoint Inhibition Front. Immunol. 2022 13 1011040 10.3389/fimmu.2022.1011040 36248910 PMC9556693 · DOI
  15. [17]Ghosh N. Chan K.K. Jivanelli B. Bass A.R. Autoantibodies in Patients with Immune-Related Adverse Events from Checkpoint Inhibitors: A Systematic Literature Review JCR J. Clin. Rheumatol. 2022 28 e498 e505 10.1097/RHU.0000000000001777 34371516 PMC8816970 · DOI
  16. [18]Salim A. Tapia Rico G. Shaikh A. Brown M. A Systematic Review of Immune Checkpoint Inhibitor-Related Neurological Adverse Events and Association with Anti-Neuronal Autoantibodies Expert Opin. Biol. Ther. 2021 21 1237 1251 10.1080/14712598.2021.1897101 33645372 · DOI
  17. [19]Kostine M. Finckh A. Bingham C.O. Visser K. Leipe J. Schulze-Koops H. Choy E.H. Benesova K. Radstake T.R.D.J. Cope A.P. EULAR Points to Consider for the Diagnosis and Management of Rheumatic Immune-Related Adverse Events due to Cancer Immunotherapy with Checkpoint Inhibitors Ann. Rheum. Dis. 2021 80 36 48 10.1136/annrheumdis-2020-217139 32327425 PMC7788064 · DOI
  18. [20]Mammen A.L. Rajan A. Pak K. Lehky T. Casciola-Rosen L. Donahue R.N. Lepone L.M. Zekeridou A. Pittock S.J. Hassan R. Pre-Existing Antiacetylcholine Receptor Autoantibodies and B Cell Lymphopaenia Are Associated with the Development of Myositis in Patients with Thymoma Treated with Avelumab, an Immune Checkpoint Inhibitor Targeting Programmed Death-Ligand 1 Ann. Rheum. Dis. 2019 78 150 152 10.1136/annrheumdis-2018-213777 30185415 PMC6447048 · DOI
  19. [21]Hasan Ali O. Bomze D. Ring S.S. Berner F. Fässler M. Diem S. Abdou M.-T. Hammers C. Emtenani S. Braun A. BP180-Specific IgG Is Associated with Skin Adverse Events, Therapy Response, and Overall Survival in Non-Small Cell Lung Cancer Patients Treated with Checkpoint Inhibitors J. Am. Acad. Dermatol. 2020 82 854 861 10.1016/j.jaad.2019.08.045 31449902 · DOI
  20. [22]Seki M. Kitano S. Suzuki S. Neurological Disorders Associated with Immune Checkpoint Inhibitors: An Association with Autoantibodies Cancer Immunol. Immunother. 2022 71 769 775 10.1007/s00262-021-03053-9 34515815 PMC10992020 · DOI
  21. [24]Basak E.A. van der Meer J.W.M. Hurkmans D.P. Schreurs M.W.J. Oomen-de Hoop E. van der Veldt A.A.M. Bins S. Joosse A. Koolen S.L.W. Debets R. Overt Thyroid Dysfunction and Anti-Thyroid Antibodies Predict Response to Anti-PD-1 Immunotherapy in Cancer Patients Thyroid 2020 30 966 973 10.1089/thy.2019.0726 32151195 · DOI
  22. [25]Les I. Martínez M. Narro A. Pérez I. Sánchez C. Puntí L. Anaut P. Eguiluz S. Herrera A. Domínguez S. Association of Immune-Related Adverse Events Induced by Nivolumab with a Battery of Autoantibodies Ann. Med. 2021 53 762 769 10.1080/07853890.2021.1931956 34060971 PMC8172225 · DOI
  23. [26]Gogas H. Stavropoulou-Giokas C. Tsoutsos D. Papadopoulos O. Markopoulos C. Pectasides D. Kirkwood J.M. Prognostic Significance of Autoimmunity during Treatment of Melanoma with Interferon N. Engl. J. Med. 2006 354 709 718 10.1056/NEJMoa053007 16481638 · DOI
  24. [27]Toi Y. Sugawara S. Sugisaka J. Ono H. Kawashima Y. Aiba T. Kawana S. Saito R. Aso M. Tsurumi K. Profiling Preexisting Antibodies in Patients Treated with Anti-PD-1 Therapy for Advanced Non-Small Cell Lung Cancer JAMA Oncol. 2019 5 376 10.1001/jamaoncol.2018.5860 30589930 PMC6439838 · DOI · Paper page
  25. [28]Yoneshima Y. Tanaka K. Shiraishi Y. Hata K. Watanabe H. Harada T. Otsubo K. Iwama E. Inoue H. Masuda S. Safety and Efficacy of PD-1 Inhibitors in Non-Small Cell Lung Cancer Patients Positive for Antinuclear Antibodies Lung Cancer 2019 130 5 9 10.1016/j.lungcan.2019.01.014 30885351 · DOI
  26. [29]Sakakida T. Ishikawa T. Chihara Y. Harita S. Uchino J. Tabuchi Y. Komori S. Asai J. Narukawa T. Arai A. Safety and Efficacy of PD-1/PD-L1 Blockade in Patients with Preexisting Antinuclear Antibodies Clin. Transl. Oncol. 2020 22 919 927 10.1007/s12094-019-02214-8 31576495 · DOI
  27. [31]Giannicola R. D’Arrigo G. Botta C. Agostino R. Del Medico P. Falzea A. Barbieri V. Staropoli N. Del Giudice T. Pastina P. Early Blood Rise in Auto-antibodies to Nuclear and Smooth Muscle Antigens Is Predictive of Prolonged Survival and Autoimmunity in Metastatic-non-small Cell Lung Cancer Patients Treated with PD-1 Immune-check Point Blockade by Nivolumab Mol. Clin. Oncol. 2019 11 81 90 10.3892/mco.2019.1859 31289683 PMC6547881 · DOI
  28. [32]Castel-Ajgal Z. Goulvestre C. Zaibet S. Arrondeau J. Bretagne M. Peyromaure M. Batteux F. Alexandre J. Goldwasser F. Huillard O. Preexisting Autoantibodies and Immune Related Adverse Events in Metastatic Urothelial Carcinoma Patients Treated by Pembrolizumab Clin. Genitourin. Cancer 2022 20 e362 e368 10.1016/j.clgc.2022.04.002 35577731 · DOI
  29. [33]Barth D.A. Stanzer S. Spiegelberg J. Bauernhofer T. Absenger G. Posch F. Lipp R. Halm M. Szkandera J. Balic M. Evaluation of Autoantibodies as Predictors of Treatment Response and Immune-related Adverse Events during the Treatment with Immune Checkpoint Inhibitors: A Prospective Longitudinal Pan-cancer Study Cancer Med. 2022 11 3074 3083 10.1002/cam4.4675 35297215 PMC9385593 · DOI
  30. [34]Zhang D. Shi Y. Liu X. Liu J. Xu Y. Zhao J. Zhong W. Käsmann L. Hakozaki T. Provencio M. Safety and Efficacy of Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer Patients with Preexisting Antinuclear Antibodies: A Retrospective Cohort Study Transl. Lung Cancer Res. 2022 11 1420 1433 10.21037/tlcr-22-464 35958331 PMC9359963 · DOI
  31. [35]Tang H. Geng R. Xu X. Wang Y. Zhou J. Zhang S. Zhao L. Guan M. Bai C. Safety and Efficacy of PD-1/PD-L1 Inhibitors in Cancer Patients with Preexisting Autoantibodies Front. Immunol. 2022 13 893179 10.3389/fimmu.2022.893179 35651612 PMC9148956 · DOI
  32. [36]Izawa N. Shiokawa H. Onuki R. Hamaji K. Morikawa K. Saji H. Ohashi H. Kasugai S. Hayakawa N. Ohara T. The Clinical Utility of Comprehensive Measurement of Autoimmune Disease-Related Antibodies in Patients with Advanced Solid Tumors Receiving Immune Checkpoint Inhibitors: A Retrospective Study ESMO Open 2022 7 100415 10.1016/j.esmoop.2022.100415 35247869 PMC9058890 · DOI
  33. [37]Mouri A. Kaira K. Yamaguchi O. Hashimoto K. Miura Y. Shiono A. Shinomiya S. Akagami T. Imai H. Kobayashi K. Efficacy and Feasibility of Programmed Death-1/Programmed Death Ligand-1 Blockade Therapy in Non-Small Cell Lung Cancer Patients with High Antinuclear Antibody Titers Front. Oncol. 2021 11 610952 10.3389/fonc.2021.610952 33791204 PMC8005657 · DOI
  34. [38]Alserawan L. Anguera G. Zamora Atenza C. Serra López J. Martínez-Martínez L. Riudavets Melià M. Sullivan I. Barba Joaquin A. Majem Tarruella M. Vidal S. Association between Changes in the Patterns of Antinuclear Autoantibodies during Immune Checkpoint Inhibition Therapy and the Development of Severe Immune Related Adverse Events Int. J. Mol. Sci. 2022 23 12641 10.3390/ijms232012641 36293498 PMC9604501 · DOI
  35. [39]Ghosh N. Postow M. Zhu C. Jannat-Khah D. Li Q.-Z. Vitone G. Chan K.K. Bass A.R. Lower Baseline Autoantibody Levels Are Associated with Immune-Related Adverse Events from Immune Checkpoint Inhibition J. Immunother. Cancer 2022 10 e004008 10.1136/jitc-2021-004008 35091456 PMC8804686 · DOI
  36. [40]Das R. Bar N. Ferreira M. Newman A.M. Zhang L. Bailur J.K. Bacchiocchi A. Kluger H. Wei W. Halaban R. Early B Cell Changes Predict Autoimmunity Following Combination Immune Checkpoint Blockade J. Clin. Investig. 2018 128 715 720 10.1172/JCI96798 29309048 PMC5785243 · DOI · Paper page
  37. [41]Diehl A. Yarchoan M. Hopkins A. Jaffee E. Grossman S.A. Relationships between Lymphocyte Counts and Treatment-Related Toxicities and Clinical Responses in Patients with Solid Tumors Treated with PD-1 Checkpoint Inhibitors Oncotarget 2017 8 114268 114280 10.18632/oncotarget.23217 29371985 PMC5768402 · DOI
  38. [42]Nakamura Y. Tanaka R. Maruyama H. Ishitsuka Y. Okiyama N. Watanabe R. Fujimoto M. Fujisawa Y. Correlation between Blood Cell Count and Outcome of Melanoma Patients Treated with Anti-PD-1 Antibodies Jpn. J. Clin. Oncol. 2019 49 431 437 10.1093/jjco/hyy201 30753621 · DOI
  39. [43]Ma Y. Ma X. Wang J. Wu S. Wang J. Cao B. Absolute Eosinophil Count May Be an Optimal Peripheral Blood Marker to Identify the Risk of Immune-Related Adverse Events in Advanced Malignant Tumors Treated with PD-1/PD-L1 Inhibitors: A Retrospective Analysis World J. Surg. Oncol. 2022 20 242 10.1186/s12957-022-02695-y 35897018 PMC9331074 · DOI
  40. [44]Ruste V. Goldschmidt V. Laparra A. Messayke S. Danlos F.-X. Romano-Martin P. Champiat S. Voisin A.-L. Baldini C. Massard C. The Determinants of Very Severe Immune-Related Adverse Events Associated with Immune Checkpoint Inhibitors: A Prospective Study of the French REISAMIC Registry Eur. J. Cancer 2021 158 217 224 10.1016/j.ejca.2021.08.048 34627664 · DOI
  41. [45]Pavan A. Calvetti L. Dal Maso A. Attili I. Del Bianco P. Pasello G. Guarneri V. Aprile G. Conte P. Bonanno L. Peripheral Blood Markers Identify Risk of Immune-Related Toxicity in Advanced Non-Small Cell Lung Cancer Treated with Immune-Checkpoint Inhibitors Oncologist 2019 24 1128 1136 10.1634/theoncologist.2018-0563 31015312 PMC6693718 · DOI
  42. [46]Eun Y. Kim I.Y. Sun J.-M. Lee J. Cha H.-S. Koh E.-M. Kim H. Lee J. Risk Factors for Immune-Related Adverse Events Associated with Anti-PD-1 Pembrolizumab Sci. Rep. 2019 9 14039 10.1038/s41598-019-50574-6 31575933 PMC6773778 · DOI
  43. [47]Liu W. Liu Y. Ma F. Sun B. Wang Y. Luo J. Liu M. Luo Z. Peripheral Blood Markers Associated with Immune-Related Adverse Effects in Patients Who Had Advanced Non-Small Cell Lung Cancer Treated with PD-1 Inhibitors Cancer Manag. Res. 2021 13 765 771 10.2147/CMAR.S293200 33536784 PMC7850423 · DOI
  44. [48]Bai R. Chen N. Chen X. Li L. Song W. Li W. Zhao Y. Zhang Y. Han F. Lyu Z. Analysis of Characteristics and Predictive Factors of Immune Checkpoint Inhibitor-Related Adverse Events Cancer Biol. Med. 2021 18 1118 1133 10.20892/j.issn.2095-3941.2021.0052 34259422 PMC8610160 · DOI
  45. [49]Fujimoto A. Toyokawa G. Koutake Y. Kimura S. Kawamata Y. Fukuishi K. Yamazaki K. Takeo S. Association between Pretreatment Neutrophil-to-lymphocyte Ratio and Immune-related Adverse Events Due to Immune Checkpoint Inhibitors in Patients with Non-small Cell Lung Cancer Thorac. Cancer 2021 12 2198 2204 10.1111/1759-7714.14063 34173724 PMC8327687 · DOI
  46. [50]Michailidou D. Khaki A.R. Morelli M.P. Diamantopoulos L. Singh N. Grivas P. Association of Blood Biomarkers and Autoimmunity with Immune Related Adverse Events in Patients with Cancer Treated with Immune Checkpoint Inhibitors Sci. Rep. 2021 11 9029 10.1038/s41598-021-88307-3 33907229 PMC8079370 · DOI
  47. [51]Suazo-Zepeda E. Bokern M. Vinke P.C. Hiltermann T.J.N. de Bock G.H. Sidorenkov G. Risk Factors for Adverse Events Induced by Immune Checkpoint Inhibitors in Patients with Non-Small-Cell Lung Cancer: A Systematic Review and Meta-Analysis Cancer Immunol. Immunother. 2021 70 3069 3080 10.1007/s00262-021-02996-3 34195862 PMC8505368 · DOI
  48. [52]Egami S. Kawazoe H. Hashimoto H. Uozumi R. Arami T. Sakiyama N. Ohe Y. Nakada H. Aomori T. Ikemura S. Peripheral Blood Biomarkers Predict Immune-Related Adverse Events in Non-Small Cell Lung Cancer Patients Treated with Pembrolizumab: A Multicenter Retrospective Study J. Cancer 2021 12 2105 2112 10.7150/jca.53242 33754009 PMC7974524 · DOI
  49. [53]Xu H. Feng H. Zhang W. Wei F. Zhou L. Liu L. Zhao Y. Lv Y. Shi X. Zhang J. Prediction of Immune-Related Adverse Events in Non-Small Cell Lung Cancer Patients Treated with Immune Checkpoint Inhibitors Based on Clinical and Hematological Markers: Real-World Evidence Exp. Cell Res. 2022 416 113157 10.1016/j.yexcr.2022.113157 35427598 · DOI
  50. [54]Lee P.Y. Oen K.Q.X. Lim G.R.S. Hartono J.L. Muthiah M. Huang D.Q. Teo F.S.W. Li A.Y. Mak A. Chandran N.S. Neutrophil-to-Lymphocyte Ratio Predicts Development of Immune-Related Adverse Events and Outcomes from Immune Checkpoint Blockade: A Case-Control Study Cancers 2021 13 1308 10.3390/cancers13061308 33804050 PMC8001500 · DOI
  51. [55]Chu X. Zhao J. Zhou J. Zhou F. Jiang T. Jiang S. Sun X. You X. Wu F. Ren S. Association of Baseline Peripheral-Blood Eosinophil Count with Immune Checkpoint Inhibitor-Related Pneumonitis and Clinical Outcomes in Patients with Non-Small Cell Lung Cancer Receiving Immune Checkpoint Inhibitors Lung Cancer 2020 150 76 82 10.1016/j.lungcan.2020.08.015 33080551 · DOI
  52. [56]Drobni Z.D. Zafar A. Zubiri L. Zlotoff D.A. Alvi R.M. Lee C. Hartmann S. Gilman H.K. Villani A. Nohria A. Decreased Absolute Lymphocyte Count and Increased Neutrophil/Lymphocyte Ratio with Immune Checkpoint Inhibitor-Associated Myocarditis J. Am. Heart Assoc. 2020 9 e018306 10.1161/JAHA.120.018306 33190570 PMC7763791 · DOI
  53. [57]Takada S. Murooka H. Tahatsu K. Yanase M. Umehara K. Hashishita H. Toru H. Satoru M. Sagawa T. Fujikawa K. Identifying Early Predictive Markers for Immune-Related Adverse Events in Nivolumab-Treated Patients with Renal Cell Carcinoma and Gastric Cancer Asian Pac. J. Cancer Prev. 2022 23 695 701 10.31557/APJCP.2022.23.2.695 35225483 PMC9272606 · DOI
  54. [58]Fujisawa Y. Yoshino K. Otsuka A. Funakoshi T. Fujimura T. Yamamoto Y. Hata H. Gosho M. Tanaka R. Yamaguchi K. Fluctuations in Routine Blood Count Might Signal Severe Immune-Related Adverse Events in Melanoma Patients Treated with Nivolumab J. Dermatol. Sci. 2017 88 225 231 10.1016/j.jdermsci.2017.07.007 28736218 · DOI
  55. [59]Egami S. Kawazoe H. Hashimoto H. Uozumi R. Arami T. Sakiyama N. Ohe Y. Nakada H. Aomori T. Ikemura S. Absolute Lymphocyte Count Predicts Immune-Related Adverse Events in Patients with Non-Small-Cell Lung Cancer Treated with Nivolumab Monotherapy: A Multicenter Retrospective Study Front. Oncol. 2021 11 618570 10.3389/fonc.2021.618570 34123782 PMC8190379 · DOI
  56. [60]Zhang Z. Xie T. Qi C. Zhang X. Shen L. Peng Z. Peripheral Blood Biomarkers Predictive of Efficacy Outcome and Immune-Related Adverse Events in Advanced Gastrointestinal Cancers Treated with Checkpoint Inhibitors Cancers 2022 14 3736 10.3390/cancers14153736 35954401 PMC9367581 · DOI
  57. [62]Oh D.Y. Cham J. Zhang L. Fong G. Kwek S.S. Klinger M. Faham M. Fong L. Immune Toxicities Elicted by CTLA-4 Blockade in Cancer Patients Are Associated with Early Diversification of the T-Cell Repertoire Cancer Res. 2017 77 1322 1330 10.1158/0008-5472.CAN-16-2324 28031229 PMC5398199 · DOI · Paper page
  58. [64]Granito A. Muratori L. Lalanne C. Quarneti C. Ferri S. Guidi M. Lenzi M. Muratori P. Hepatocellular Carcinoma in Viral and Autoimmune Liver Diseases: Role of CD4+ CD25+ Foxp3+ Regulatory T Cells in the Immune Microenvironment World J. Gastroenterol. 2021 27 2994 3009 10.3748/wjg.v27.i22.2994 34168403 PMC8192285 · DOI
  59. [65]Arasanz H. Bocanegra A.I. Morilla I. Fernández-Irigoyen J. Martínez-Aguillo M. Teijeira L. Garnica M. Blanco E. Chocarro L. Ausin K. Circulating Low Density Neutrophils Are Associated with Resistance to First Line Anti-PD1/PDL1 Immunotherapy in Non-Small Cell Lung Cancer Cancers 2022 14 3846 10.3390/cancers14163846 36010840 PMC9406164 · DOI
  60. [66]Muir C.A. Clifton-Bligh R.J. Long G.V. Scolyer R.A. Lo S.N. Carlino M.S. Tsang V.H.M. Menzies A.M. Thyroid Immune-Related Adverse Events Following Immune Checkpoint Inhibitor Treatment J. Clin. Endocrinol. Metab. 2021 106 e3704 e3713 10.1210/clinem/dgab263 33878162 · DOI
  61. [67]Yoon J.H. Hong A.R. Kim H.K. Kang H.-C. Characteristics of Immune-Related Thyroid Adverse Events in Patients Treated with PD-1/PD-L1 Inhibitors Endocrinol. Metab. 2021 36 413 423 10.3803/EnM.2020.906 PMC8090457 33820396 · DOI
  62. [68]Luongo C. Morra R. Gambale C. Porcelli T. Sessa F. Matano E. Damiano V. Klain M. Schlumberger M. Salvatore D. Higher Baseline TSH Levels Predict Early Hypothyroidism during Cancer Immunotherapy J. Endocrinol. Investig. 2021 44 1927 1933 10.1007/s40618-021-01508-5 33576954 PMC8357750 · DOI
  63. [69]Isawa T. Toi Y. Sugawara S. Taguri M. Toyoda S. Incidence, Clinical Characteristics and Predictors of Cardiovascular Immune-Related Adverse Events Associated with Immune Checkpoint Inhibitors Oncologist 2022 27 e410 e419 10.1093/oncolo/oyac056 35348766 PMC9074992 · DOI
  64. [70]Gong Z. Wang Y. Immune Checkpoint Inhibitor–Mediated Diarrhea and Colitis: A Clinical Review JCO Oncol. Pract. 2020 16 453 461 10.1200/OP.20.00002 32584703 · DOI
  65. [71]Zou F. Wang X. Glitza Oliva I.C. McQuade J.L. Wang J. Zhang H.C. Thompson J.A. Thomas A.S. Wang Y. Fecal Calprotectin Concentration to Assess Endoscopic and Histologic Remission in Patients with Cancer with Immune-Mediated Diarrhea and Colitis J. Immunother. Cancer 2021 9 e002058 10.1136/jitc-2020-002058 33436487 PMC7805368 · DOI
  66. [72]Husain B. Kirchberger M.C. Erdmann M. Schüpferling S. Abolhassani A.-R. Fröhlich W. Berking C. Heinzerling L. Inflammatory Markers in Autoimmunity Induced by Checkpoint Inhibitors J. Cancer Res. Clin. Oncol. 2021 147 1623 1630 10.1007/s00432-021-03550-5 33837821 PMC8076116 · DOI
  67. [73]Shimozaki K. Sukawa Y. Sato Y. Horie S. Chida A. Tsugaru K. Togasaki K. Kawasaki K. Hirata K. Hayashi H. Analysis of Risk Factors for Immune-Related Adverse Events in Various Solid Tumors Using Real-World Data Future Oncol. 2021 17 2593 2603 10.2217/fon-2020-0861 33878916 · DOI
  68. [74]Zhao L. Li Y. Jiang N. Song X. Xu J. Zhu X. Chen C. Kong C. Wang X. Zong D. Association of Blood Biochemical Indexes and Antibiotic Exposure with Severe Immune-Related Adverse Events in Patients with Advanced Cancers Receiving PD-1 Inhibitors J. Immunother. 2022 45 210 216 10.1097/CJI.0000000000000415 35250004 PMC8986630 · DOI
  69. [75]Oyanagi J. Koh Y. Sato K. Mori K. Teraoka S. Akamatsu H. Kanai K. Hayata A. Tokudome N. Akamatsu K. Predictive Value of Serum Protein Levels in Patients with Advanced Non-Small Cell Lung Cancer Treated with Nivolumab Lung Cancer 2019 132 107 113 10.1016/j.lungcan.2019.03.020 31097082 · DOI
  70. [76]Tas F. Yasasever V. Duranyildiz D. Camlica H. Ustuner Z. Aydiner A. Topuz E. Clinical Value of Protein S100 and Melanoma-Inhibitory Activity (MIA) in Malignant Melanoma Am. J. Clin. Oncol. 2004 27 225 228 10.1097/01.COC.0000054895.39558.DB 15170138 · DOI
  71. [77]Kang J.H. Bluestone J.A. Young A. Predicting and Preventing Immune Checkpoint Inhibitor Toxicity: Targeting Cytokines Trends Immunol. 2021 42 293 311 10.1016/j.it.2021.02.006 33714688 · DOI
  72. [78]Tyan K. Baginska J. Brainard M. Giobbie-Hurder A. Severgnini M. Manos M. Haq R. Buchbinder E.I. Ott P.A. Hodi F.S. Cytokine Changes during Immune-Related Adverse Events and Corticosteroid Treatment in Melanoma Patients Receiving Immune Checkpoint Inhibitors Cancer Immunol. Immunother. 2021 70 2209 2221 10.1007/s00262-021-02855-1 33481042 PMC10991353 · DOI
  73. [80]Perez-Ruiz E. Minute L. Otano I. Alvarez M. Ochoa M.C. Belsue V. de Andrea C. Rodriguez-Ruiz M.E. Perez-Gracia J.L. Marquez-Rodas I. Prophylactic TNF Blockade Uncouples Efficacy and Toxicity in Dual CTLA-4 and PD-1 Immunotherapy Nature 2019 569 428 432 10.1038/s41586-019-1162-y 31043740 · DOI · Paper page
  74. [81]Yoshino K. Nakayama T. Ito A. Sato E. Kitano S. Severe Colitis after PD-1 Blockade with Nivolumab in Advanced Melanoma Patients: Potential Role of Th1-Dominant Immune Response in Immune-Related Adverse Events: Two Case Reports BMC Cancer 2019 19 1019 10.1186/s12885-019-6138-7 31664934 PMC6819390 · DOI
  75. [82]Luoma A.M. Suo S. Williams H.L. Sharova T. Sullivan K. Manos M. Bowling P. Hodi F.S. Rahma O. Sullivan R.J. Molecular Pathways of Colon Inflammation Induced by Cancer Immunotherapy Cell 2020 182 655 671.e22 10.1016/j.cell.2020.06.001 32603654 PMC7415717 · DOI · Paper page
  76. [83]Tanaka R. Okiyama N. Okune M. Ishitsuka Y. Watanabe R. Furuta J. Ohtsuka M. Otsuka A. Maruyama H. Fujisawa Y. Serum Level of Interleukin-6 Is Increased in Nivolumab-Associated Psoriasiform Dermatitis and Tumor Necrosis Factor-α Is a Biomarker of Nivolumab Recativity J. Dermatol. Sci. 2017 86 71 73 10.1016/j.jdermsci.2016.12.019 28069323 · DOI
  77. [85]Badran Y.R. Cohen J.V. Brastianos P.K. Parikh A.R. Hong T.S. Dougan M. Concurrent Therapy with Immune Checkpoint Inhibitors and TNFα Blockade in Patients with Gastrointestinal Immune-Related Adverse Events J. Immunother. Cancer 2019 7 226 10.1186/s40425-019-0711-0 31439050 PMC6704680 · DOI
  78. [86]Abu-Sbeih H. Ali F.S. Wang X. Mallepally N. Chen E. Altan M. Bresalier R.S. Charabaty A. Dadu R. Jazaeri A. Early Introduction of Selective Immunosuppressive Therapy Associated with Favorable Clinical Outcomes in Patients with Immune Checkpoint Inhibitor–Induced Colitis J. Immunother. Cancer 2019 7 93 10.1186/s40425-019-0577-1 30940209 PMC6444537 · DOI · Paper page
  79. [87]Gao J. Miao J. Sun H. Fu X. Zhang P. Chen Z. Zhu P. TNF-α Inhibitor Ameliorates Immune-Related Arthritis and Pneumonitis in Humanized Mice Front. Immunol. 2022 13 955812 10.3389/fimmu.2022.955812 36016934 PMC9396351 · DOI
  80. [88]Verheijden R.J. May A.M. Blank C.U. Aarts M.J.B. van den Berkmortel F.W.P.J. van den Eertwegh A.J.M. de Groot J.W.B. Boers-Sonderen M.J. van der Hoeven J.J.M. Hospers G.A. Association of Anti-TNF with Decreased Survival in Steroid Refractory Ipilimumab and Anti-PD1–Treated Patients in the Dutch Melanoma Treatment Registry Clin. Cancer Res. 2020 26 2268 2274 10.1158/1078-0432.CCR-19-3322 31988197 · DOI
  81. [89]Chen A.Y. Wolchok J.D. Bass A.R. TNF in the Era of Immune Checkpoint Inhibitors: Friend or Foe? Nat. Rev. Rheumatol. 2021 17 213 223 10.1038/s41584-021-00584-4 33686279 PMC8366509 · DOI
  82. [90]Alvarez M. Otano I. Minute L. Ochoa M.C. Perez-Ruiz E. Melero I. Berraondo P. Impact of Prophylactic TNF Blockade in the Dual PD-1 and CTLA-4 Immunotherapy Efficacy and Toxicity Cell Stress 2019 3 236 239 10.15698/cst2019.07.193 31309173 PMC6612890 · DOI
  83. [91]Montfort A. Filleron T. Virazels M. Dufau C. Milhès J. Pagès C. Olivier P. Ayyoub M. Mounier M. Lusque A. Combining Nivolumab and Ipilimumab with Infliximab or Certolizumab in Patients with Advanced Melanoma: First Results of a Phase Ib Clinical Trial Clin. Cancer Res. 2021 27 1037 1047 10.1158/1078-0432.CCR-20-3449 33272982 · DOI
  84. [92]Hunter C.A. Jones S.A. Erratum: Corrigendum: IL-6 as a Keystone Cytokine in Health and Disease Nat. Immunol. 2017 18 1271 10.1038/ni1117-1271b 29044237 · DOI
  85. [93]Valpione S. Pasquali S. Campana L.G. Piccin L. Mocellin S. Pigozzo J. Chiarion-Sileni V. Sex and Interleukin-6 Are Prognostic Factors for Autoimmune Toxicity Following Treatment with Anti-CTLA4 Blockade J. Transl. Med. 2018 16 94 10.1186/s12967-018-1467-x 29642948 PMC5896157 · DOI · Paper page
  86. [94]Kang D.H. Park C.-K. Chung C. Oh I.-J. Kim Y.-C. Park D. Kim J. Kwon G.C. Kwon I. Sun P. Baseline Serum Interleukin-6 Levels Predict the Response of Patients with Advanced Non-Small Cell Lung Cancer to PD-1/PD-L1 Inhibitors Immune Netw. 2020 20 e27 10.4110/in.2020.20.e27 32655975 PMC7327149 · DOI
  87. [95]Dimitriou F. Hogan S. Menzies A.M. Dummer R. Long G.V. Interleukin-6 Blockade for Prophylaxis and Management of Immune-Related Adverse Events in Cancer Immunotherapy Eur. J. Cancer 2021 157 214 224 10.1016/j.ejca.2021.08.031 34536945 · DOI
  88. [96]Hailemichael Y. Johnson D.H. Abdel-Wahab N. Foo W.C. Bentebibel S.-E. Daher M. Haymaker C. Wani K. Saberian C. Ogata D. Interleukin-6 Blockade Abrogates Immunotherapy Toxicity and Promotes Tumor Immunity Cancer Cell 2022 40 509 523.e6 10.1016/j.ccell.2022.04.004 35537412 PMC9221568 · DOI
  89. [97]Campochiaro C. Farina N. Tomelleri A. Ferrara R. Lazzari C. De Luca G. Bulotta A. Signorelli D. Palmisano A. Vignale D. Tocilizumab for the Treatment of Immune-Related Adverse Events: A Systematic Literature Review and a Multicentre Case Series Eur. J. Intern. Med. 2021 93 87 94 10.1016/j.ejim.2021.07.016 34391591 · DOI
  90. [99]Lo C.-Y. Wang C.-H. Wang C.-W. Chen C.-J. Huang H.-Y. Chung F.-T. Huang Y.-C. Lin C.-W. Lee C.-S. Lin C.-Y. Increased Interleukin-17 and Glucocorticoid Receptor-β Expression in Interstitial Lung Diseases and Corticosteroid Insensitivity Front. Immunol. 2022 13 905727 10.3389/fimmu.2022.905727 35865549 PMC9294725 · DOI
  91. [100]Tarhini A.A. Zahoor H. Lin Y. Malhotra U. Sander C. Butterfield L.H. Kirkwood J.M. Baseline Circulating IL-17 Predicts Toxicity While TGF-Β1 and IL-10 Are Prognostic of Relapse in Ipilimumab Neoadjuvant Therapy of Melanoma J. Immunother. Cancer 2015 3 39 10.1186/s40425-015-0081-1 26380086 PMC4570556 · DOI · Paper page
  92. [101]Li D. Gál I. Vermes C. Alegre M.-L. Chong A.S.F. Chen L. Shao Q. Adarichev V. Xu X. Koreny T. Cutting Edge: Cbl-b: One of the Key Molecules Tuning CD28- and CTLA-4-Mediated T Cell Costimulation J. Immunol. 2004 173 7135 7139 10.4049/jimmunol.173.12.7135 15585834 · DOI
  93. [102]Bouguermouh S. Fortin G. Baba N. Rubio M. Sarfati M. CD28 Co-Stimulation Down Regulates Th17 Development PLoS ONE 2009 4 e5087 10.1371/journal.pone.0005087 19333372 PMC2658739 · DOI
  94. [103]Johnson D. Patel A.B. Uemura M.I. Trinh V.A. Jackson N. Zobniw C.M. Tetzlaff M.T. Hwu P. Curry J.L. Diab A. IL17A Blockade Successfully Treated Psoriasiform Dermatologic Toxicity from Immunotherapy Cancer Immunol. Res. 2019 7 860 865 10.1158/2326-6066.CIR-18-0682 30996018 · DOI · Paper page
  95. [104]Mazzarella L. Giugliano S. D’Amico P. Belli C. Duso B.A. Rescigno M. Curigliano G. Evidence for Interleukin 17 Involvement in Severe Immune-Related Neuroendocrine Toxicity Eur. J. Cancer 2020 141 218 224 10.1016/j.ejca.2020.10.006 33186857 · DOI
  96. [105]Yin J. Wu Y. Yang X. Gan L. Xue J. Checkpoint Inhibitor Pneumonitis Induced by Anti-PD-1/PD-L1 Therapy in Non-Small-Cell Lung Cancer: Occurrence and Mechanism Front. Immunol. 2022 13 830631 10.3389/fimmu.2022.830631 35464480 PMC9021596 · DOI
  97. [107]Kurimoto C. Inaba H. Ariyasu H. Iwakura H. Ueda Y. Uraki S. Takeshima K. Furukawa Y. Morita S. Yamamoto Y. Predictive and Sensitive Biomarkers for Thyroid Dysfunctions during Treatment with Immune-checkpoint Inhibitors Cancer Sci. 2020 111 1468 1477 10.1111/cas.14363 32086984 PMC7226278 · DOI · Paper page
  98. [108]Wang Y. Zou J. Li Y. Jiao X. Wang Y. Zhuo N. Gao M. Gong J. Li J. Zhang X. Serological Biomarkers Predict Immune-Related Adverse Events and Clinical Benefit in Patients with Advanced Gastrointestinal Cancers Front. Immunol. 2022 13 987568 10.3389/fimmu.2022.987568 36159840 PMC9492966 · DOI
  99. [110]Friedrich M. Pohin M. Jackson M.A. Korsunsky I. Bullers S.J. Rue-Albrecht K. Christoforidou Z. Sathananthan D. Thomas T. Ravindran R. IL-1-Driven Stromal–Neutrophil Interactions Define a Subset of Patients with Inflammatory Bowel Disease That Does Not Respond to Therapies Nat. Med. 2021 27 1970 1981 10.1038/s41591-021-01520-5 34675383 PMC8604730 · DOI
  100. [111]Schindler H. Lusky F. Daniello L. Elshiaty M. Gaissmaier L. Benesova K. Souto-Carneiro M. Angeles A.K. Janke F. Eichhorn F. Serum Cytokines Predict Efficacy and Toxicity, but Are Not Useful for Disease Monitoring in Lung Cancer Treated with PD-(L)1 Inhibitors Front. Oncol. 2022 12 1010660 10.3389/fonc.2022.1010660 36387148 PMC9662790 · DOI
  101. [112]Thomas A.S. Ma W. Wang Y. Ustekinumab for Refractory Colitis Associated with Immune Checkpoint Inhibitors N. Engl. J. Med. 2021 384 581 583 10.1056/NEJMc2031717 33567198 · DOI
  102. [113]Ngiow S.F. Young A. Blake S.J. Hill G.R. Yagita H. Teng M.W.L. Korman A.J. Smyth M.J. Agonistic CD40 MAb-Driven IL12 Reverses Resistance to Anti-PD1 in a T-Cell–Rich Tumor Cancer Res. 2016 76 6266 6277 10.1158/0008-5472.CAN-16-2141 27634762 · DOI
  103. [115]Langowski J.L. Zhang X. Wu L. Mattson J.D. Chen T. Smith K. Basham B. McClanahan T. Kastelein R.A. Oft M. IL-23 Promotes Tumour Incidence and Growth Nature 2006 442 461 465 10.1038/nature04808 16688182 · DOI · Paper page
  104. [116]Saraiva M. Vieira P. O’Garra A. Biology and Therapeutic Potential of Interleukin-10 J. Exp. Med. 2020 217 e20190418 10.1084/jem.20190418 31611251 PMC7037253 · DOI
  105. [117]Wang H. Zhou F. Zhao C. Cheng L. Zhou C. Qiao M. Li X. Chen X. Interleukin-10 Is a Promising Marker for Immune-Related Adverse Events in Patients with Non-Small Cell Lung Cancer Receiving Immunotherapy Front. Immunol. 2022 13 840313 10.3389/fimmu.2022.840313 35222434 PMC8863608 · DOI
  106. [118]Wei X. Zhang J. Gu Q. Huang M. Zhang W. Guo J. Zhou X. Reciprocal Expression of IL-35 and IL-10 Defines Two Distinct Effector Treg Subsets That Are Required for Maintenance of Immune Tolerance Cell Rep. 2017 21 1853 1869 10.1016/j.celrep.2017.10.090 29141218 · DOI
  107. [119]Takai R. Funakoshi Y. Suto H. Nagatani Y. Imamura Y. Toyoda M. Yakushijin K. Kiyota N. Harada K.-I. Yamashita K. Serum Soluble Interleukin-2 Receptor as a Potential Biomarker for Immune-Related Adverse Events Anticancer Res. 2021 41 1021 1026 10.21873/anticanres.14857 33517310 · DOI
  108. [120]Hirashima T. Kanai T. Suzuki H. Yoshida H. Matsushita A. Kawasumi H. Samejima Y. Noda Y. Nasu S. Tanaka A. The Levels of Interferon-Gamma Release as a Biomarker for Non-Small-Cell Lung Cancer Patients Receiving Immune Checkpoint Inhibitors Anticancer Res. 2019 39 6231 6240 10.21873/anticanres.13832 31704852 · DOI
  109. [121]Fujimura T. Sato Y. Tanita K. Kambayashi Y. Otsuka A. Fujisawa Y. Yoshino K. Matsushita S. Funakoshi T. Hata H. Serum Levels of Soluble CD163 and CXCL5 May Be Predictive Markers for Immune-Related Adverse Events in Patients with Advanced Melanoma Treated with Nivolumab: A Pilot Study Oncotarget 2018 9 15542 15551 10.18632/oncotarget.24509 29643991 PMC5884646 · DOI
  110. [122]Khan S. Khan S.A. Luo X. Fattah F.J. Saltarski J. Gloria-McCutchen Y. Lu R. Xie Y. Li Q. Wakeland E. Immune Dysregulation in Cancer Patients Developing Immune-Related Adverse Events Br. J. Cancer 2019 120 63 68 10.1038/s41416-018-0155-1 30377338 PMC6325132 · DOI
  111. [123]Zhao N. Yi Y. Cao W. Fu X. Mei N. Li C. Serum Cytokine Levels for Predicting Immune-Related Adverse Events and the Clinical Response in Lung Cancer Treated with Immunotherapy Front. Oncol. 2022 12 923531 10.3389/fonc.2022.923531 36091125 PMC9449836 · DOI
  112. [124]Ciecko A.E. Foda B. Barr J.Y. Ramanathan S. Atkinson M.A. Serreze D.V. Geurts A.M. Lieberman S.M. Chen Y.-G. Interleukin-27 Is Essential for Type 1 Diabetes Development and Sjögren Syndrome-like Inflammation Cell Rep. 2019 29 3073 3086.e5 10.1016/j.celrep.2019.11.010 31801074 PMC6914223 · DOI
  113. [125]Lim S.Y. Lee J.H. Gide T.N. Menzies A.M. Guminski A. Carlino M.S. Breen E.J. Yang J.Y.H. Ghazanfar S. Kefford R.F. Circulating Cytokines Predict Immune-Related Toxicity in Melanoma Patients Receiving Anti-PD-1-Based Immunotherapy Clin. Cancer Res. 2019 25 1557 1563 10.1158/1078-0432.CCR-18-2795 30409824 · DOI · Paper page
  114. [126]Schett G. McInnes I.B. Neurath M.F. Reframing Immune-Mediated Inflammatory Diseases through Signature Cytokine Hubs N. Engl. J. Med. 2021 385 628 639 10.1056/NEJMra1909094 34379924 · DOI
  115. [127]McGonagle D. McDermott M.F. A Proposed Classification of the Immunological Diseases PLoS Med. 2006 3 e297 10.1371/journal.pmed.0030297 16942393 PMC1564298 · DOI
  116. [128]Omarjee O. Picard C. Frachette C. Moreews M. Rieux-Laucat F. Soulas-Sprauel P. Viel S. Lega J.-C. Bader-Meunier B. Walzer T. Monogenic Lupus: Dissecting Heterogeneity Autoimmun. Rev. 2019 18 102361 10.1016/j.autrev.2019.102361 31401343 · DOI
  117. [129]Yin X. Kim K. Suetsugu H. Bang S.-Y. Wen L. Koido M. Ha E. Liu L. Sakamoto Y. Jo S. Meta-Analysis of 208370 East Asians Identifies 113 Susceptibility Loci for Systemic Lupus Erythematosus Ann. Rheum. Dis. 2021 80 632 640 10.1136/annrheumdis-2020-219209 33272962 PMC8053352 · DOI
  118. [130]Chye A. Allen I. Barnet M. Burnett D.L. Insights into the Host Contribution of Endocrine Associated Immune-Related Adverse Events to Immune Checkpoint Inhibition Therapy Front. Oncol. 2022 12 894015 10.3389/fonc.2022.894015 35912205 PMC9329613 · DOI
  119. [131]Wölffer M. Battke F. Schulze M. Feldhahn M. Flatz L. Martus P. Forschner A. Biomarkers Associated with Immune-Related Adverse Events under Checkpoint Inhibitors in Metastatic Melanoma Cancers 2022 14 302 10.3390/cancers14020302 35053465 PMC8773840 · DOI
  120. [132]Abdel-Wahab N. Diab A. Yu R.K. Futreal A. Criswell L.A. Tayar J.H. Dadu R. Shannon V. Shete S.S. Suarez-Almazor M.E. Genetic Determinants of Immune-Related Adverse Events in Patients with Melanoma Receiving Immune Checkpoint Inhibitors Cancer Immunol. Immunother. 2021 70 1939 1949 10.1007/s00262-020-02797-0 33409738 PMC10992432 · DOI
  121. [133]Refae S. Gal J. Ebran N. Otto J. Borchiellini D. Peyrade F. Chamorey E. Brest P. Milano G. Saada-Bouzid E. Germinal Immunogenetics Predict Treatment Outcome for PD-1/PD-L1 Checkpoint Inhibitors Invest. New Drugs 2020 38 160 171 10.1007/s10637-019-00845-w 31402427 · DOI
  122. [134]Jin Y. Chen D.-L. Wang F. Yang C. Chen X.-X. You J. Huang J.-S. Shao Y. Zhu D.-Q. Ouyang Y.-M. The Predicting Role of Circulating Tumor DNA Landscape in Gastric Cancer Patients Treated with Immune Checkpoint Inhibitors Mol. Cancer 2020 19 154 10.1186/s12943-020-01274-7 33126883 PMC7596978 · DOI
  123. [135]Bins S. Basak E.A. el Bouazzaoui S. Koolen S.L.W. de Hoop E.O. van der Leest C.H. van der Veldt A.A.M. Sleijfer S. Debets R. van Schaik R.H.N. Association between Single-Nucleotide Polymorphisms and Adverse Events in Nivolumab-Treated Non-Small Cell Lung Cancer Patients Br. J. Cancer 2018 118 1296 1301 10.1038/s41416-018-0074-1 29695768 PMC5959881 · DOI
  124. [136]Kobayashi M. Numakura K. Hatakeyama S. Muto Y. Sekine Y. Sasagawa H. Kashima S. Yamamoto R. Koizumi A. Nara T. Severe Immune-Related Adverse Events in Patients Treated with Nivolumab for Metastatic Renal Cell Carcinoma Are Associated with PDCD1 Polymorphism Genes 2022 13 1204 10.3390/genes13071204 35885987 PMC9324515 · DOI
  125. [138]Khan Z. Hammer C. Carroll J. Di Nucci F. Acosta S.L. Maiya V. Bhangale T. Hunkapiller J. Mellman I. Albert M.L. Genetic Variation Associated with Thyroid Autoimmunity Shapes the Systemic Immune Response to PD-1 Checkpoint Blockade Nat. Commun. 2021 12 3355 10.1038/s41467-021-23661-4 34099659 PMC8184890 · DOI
  126. [139]Friedlander P. Wood K. Wassmann K. Christenfeld A.M. Bhardwaj N. Oh W.K. A Whole-Blood RNA Transcript-Based Gene Signature Is Associated with the Development of CTLA-4 Blockade-Related Diarrhea in Patients with Advanced Melanoma Treated with the Checkpoint Inhibitor Tremelimumab J. Immunother. Cancer 2018 6 90 10.1186/s40425-018-0408-9 30227886 PMC6145108 · DOI
  127. [140]Shahabi V. Berman D. Chasalow S.D. Wang L. Tsuchihashi Z. Hu B. Panting L. Jure-Kunkel M. Ji R.-R. Gene Expression Profiling of Whole Blood in Ipilimumab-Treated Patients for Identification of Potential Biomarkers of Immune-Related Gastrointestinal Adverse Events J. Transl. Med. 2013 11 75 10.1186/1479-5876-11-75 23521917 PMC3637501 · DOI
  128. [141]Finke D. Heckmann M. Salatzki J. Riffel J. Herpel E. Heinzerling L. Meder B. Völkers M. Müller O. Frey N. Comparative Transcriptomics of Immune Checkpoint Inhibitor Myocarditis Identifies Guanylate Binding Protein 5 and 6 Dysregulation Cancers 2021 13 2498 10.3390/cancers13102498 34065419 PMC8161064 · DOI
  129. [142]Adam B.A. Murakami N. Reid G. Du K. Jasim R. Boils C.L. Bu L. Hill P.D. Murray A.G. Renaudin K. Gene Expression Profiling in Kidney Transplants with Immune Checkpoint Inhibitor–Associated Adverse Events Clin. J. Am. Soc. Nephrol. 2021 16 1376 1386 10.2215/CJN.00920121 34244334 PMC8729568 · DOI
  130. [143]Zhang Y. Garofano F. Wu X. Schmid M. Krawitz P. Essler M. Schmidt-Wolf I.G.H. Integrative Analysis of Key Candidate Genes and Signaling Pathways in Autoimmune Thyroid Dysfunction Related to Anti-CTLA-4 Therapy by Bioinformatics Investig. New Drugs 2020 38 1717 1729 10.1007/s10637-020-00952-z 32500465 PMC7575511 · DOI
  131. [144]Jing Y. Liu J. Ye Y. Pan L. Deng H. Wang Y. Yang Y. Diao L. Lin S.H. Mills G.B. Multi-Omics Prediction of Immune-Related Adverse Events during Checkpoint Immunotherapy Nat. Commun. 2020 11 4946 10.1038/s41467-020-18742-9 33009409 PMC7532211 · DOI
  132. [145]Queirolo P. Dozin B. Morabito A. Banelli B. Carosio R. Fontana V. Ferrucci P.F. Martinoli C. Cocorocchio E. Ascierto P.A. CTLA-4 Gene Variant -1661A>G May Predict the Onset of Endocrine Adverse Events in Metastatic Melanoma Patients Treated with Ipilimumab Eur. J. Cancer 2018 97 59 61 10.1016/j.ejca.2018.04.005 29743138 · DOI
  133. [146]Curry J.L. Reuben A. Szczepaniak-Sloane R. Ning J. Milton D.R. Lee C.H. Hudgens C. George S. Torres-Cabala C. Johnson D. Gene Expression Profiling of Lichenoid Dermatitis Immune-related Adverse Event from Immune Checkpoint Inhibitors Reveals Increased CD14+ and CD16+ Monocytes Driving an Innate Immune Response J. Cutan. Pathol. 2019 46 627 636 10.1111/cup.13454 30883858 · DOI
  134. [147]He X. Yu J. Shi H. Pan-Cancer Analysis Reveals Alternative Splicing Characteristics Associated with Immune-Related Adverse Events Elicited by Checkpoint Immunotherapy Front. Pharmacol. 2021 12 797852 10.3389/fphar.2021.797852 34899357 PMC8652050 · DOI
  135. [148]Martín-Villa J.M. Vaquero-Yuste C. Molina-Alejandre M. Juarez I. Suárez-Trujillo F. López-Nares A. Palacio-Gruber J. Barrera-Gutiérrez L. Fernández-Cruz E. Rodríguez-Sainz C. HLA-G: Too Much or Too Little? Role in Cancer and Autoimmune Disease Front. Immunol. 2022 13 796054 10.3389/fimmu.2022.796054 35154112 PMC8829012 · DOI
  136. [149]Bodis G. Toth V. Schwarting A. Role of Human Leukocyte Antigens (HLA) in Autoimmune Diseases Rheumatol. Ther. 2018 5 5 20 10.1007/s40744-018-0100-z 29516402 PMC5935613 · DOI
  137. [150]Brown N.K. Guandalini S. Semrad C. Kupfer S.S. A Clinician’s Guide to Celiac Disease HLA Genetics Am. J. Gastroenterol. 2019 114 1587 1592 10.14309/ajg.0000000000000310 31274511 · DOI
  138. [151]Diaconu A.-D. Ceasovschih A. Șorodoc V. Pomîrleanu C. Lionte C. Șorodoc L. Ancuța C. Practical Significance of Biomarkers in Axial Spondyloarthritis: Updates on Diagnosis, Disease Activity, and Prognosis Int. J. Mol. Sci. 2022 23 11561 10.3390/ijms231911561 36232862 PMC9570274 · DOI
  139. [152]Clotman K. Janssens K. Specenier P. Weets I. De Block C.E.M. Programmed Cell Death-1 Inhibitor–Induced Type 1 Diabetes Mellitus J. Clin. Endocrinol. Metab. 2018 103 3144 3154 10.1210/jc.2018-00728 29955867 · DOI
  140. [153]Yano S. Ashida K. Sakamoto R. Sakaguchi C. Ogata M. Maruyama K. Sakamoto S. Ikeda M. Ohe K. Akasu S. Human Leucocyte Antigen DR15, a Possible Predictive Marker for Immune Checkpoint Inhibitor–Induced Secondary Adrenal Insufficiency Eur. J. Cancer 2020 130 198 203 10.1016/j.ejca.2020.02.049 32229416 · DOI
  141. [155]Lo Preiato V. Salvagni S. Ricci C. Ardizzoni A. Pagotto U. Pelusi C. Diabetes Mellitus Induced by Immune Checkpoint Inhibitors: Type 1 Diabetes Variant or New Clinical Entity? Review of the Literature Rev. Endocr. Metab. Disord. 2021 22 337 349 10.1007/s11154-020-09618-w 33409866 · DOI
  142. [156]Kotwal A. Gustafson M.P. Bornschlegl S. Kottschade L. Delivanis D.A. Dietz A.B. Gandhi M. Ryder M. Immune Checkpoint Inhibitor-Induced Thyroiditis Is Associated with Increased Intrathyroidal T Lymphocyte Subpopulations Thyroid 2020 30 1440 1450 10.1089/thy.2020.0075 32323619 PMC7583332 · DOI
  143. [157]Shi Y. Shen M. Zheng X. Chen Y. Zhao R. Gu Y. Yang T. ICPis-Induced Autoimmune Polyendocrine Syndrome Type 2: A Review of the Literature and a Protocol for Optimal Management J. Clin. Endocrinol. Metab. 2020 105 e4208 e4218 10.1210/clinem/dgaa553 32905579 · DOI
  144. [158]Delivanis D.A. Gustafson M.P. Bornschlegl S. Merten M.M. Kottschade L. Withers S. Dietz A.B. Ryder M. Pembrolizumab-Induced Thyroiditis: Comprehensive Clinical Review and Insights into Underlying Involved Mechanisms J. Clin. Endocrinol. Metab. 2017 102 2770 2780 10.1210/jc.2017-00448 28609832 PMC5546861 · DOI · Paper page
  145. [160]Chang H. Shin Y. Keam B. Kim M. Im S. Lee S. HLA-B27 Association of Autoimmune Encephalitis Induced by PD-L1 Inhibitor Ann. Clin. Transl. Neurol. 2020 7 2243 2250 10.1002/acn3.51213 33031633 PMC7664281 · DOI
  146. [161]Kobayashi T. Iwama S. Sugiyama D. Yasuda Y. Okuji T. Ito M. Ito S. Sugiyama M. Onoue T. Takagi H. Anti-Pituitary Antibodies and Susceptible Human Leukocyte Antigen Alleles as Predictive Biomarkers for Pituitary Dysfunction Induced by Immune Checkpoint Inhibitors J. Immunother. Cancer 2021 9 e002493 10.1136/jitc-2021-002493 34011534 PMC8137231 · DOI
  147. [163]Jiang N. Yu Y. Zhang M. Tang Y. Wu D. Wang S. Fang Y. Zhang Y. Meng L. Li Y. Association between Germ-Line HLA and Immune-Related Adverse Events Front. Immunol. 2022 13 952099 10.3389/fimmu.2022.952099 36177028 PMC9513190 · DOI
  148. [164]Abed A. Law N. Calapre L. Lo J. Bhat V. Bowyer S. Millward M. Gray E.S. Human Leucocyte Antigen Genotype Association with the Development of Immune-Related Adverse Events in Patients with Non-Small Cell Lung Cancer Treated with Single Agent Immunotherapy Eur. J. Cancer 2022 172 98 106 10.1016/j.ejca.2022.05.021 35759816 · DOI
  149. [165]Purde M.-T. Niederer R. Wagner N.B. Diem S. Berner F. Hasan Ali O. Hillmann D. Bergamin I. Joerger M. Risch M. Presence of Autoantibodies in Serum Does Not Impact the Occurrence of Immune Checkpoint Inhibitor-Induced Hepatitis in a Prospective Cohort of Cancer Patients J. Cancer Res. Clin. Oncol. 2022 148 647 656 10.1007/s00432-021-03870-6 34874490 PMC8881258 · DOI
  150. [166]Correale P. Saladino R.E. Giannarelli D. Sergi A. Mazzei M.A. Bianco G. Giannicola R. Iuliano E. Forte I.M. Calandruccio N.D. HLA Expression Correlates to the Risk of Immune Checkpoint Inhibitor-Induced Pneumonitis Cells 2020 9 1964 10.3390/cells9091964 32854442 PMC7564884 · DOI
  151. [167]Inaba H. Kaido Y. Ito S. Hirobata T. Inoue G. Sugita T. Yamamoto Y. Jinnin M. Kimura H. Kobayashi T. Human Leukocyte Antigens and Biomarkers in Type 1 Diabetes Mellitus Induced by Immune-Checkpoint Inhibitors Endocrinol. Metab. 2022 37 84 95 10.3803/EnM.2021.1282 PMC8901959 35255603 · DOI
  152. [168]Inaba H. Ariyasu H. Iwakura H. Kurimoto C. Takeshima K. Morita S. Furuta H. Hotomi M. Akamizu T. Distinct Clinical Features and Prognosis between Persistent and Temporary Thyroid Dysfunctions by Immune-Checkpoint Inhibitors Endocr. J. 2021 68 231 241 10.1507/endocrj.EJ20-0371 33012745 · DOI
  153. [170]Iafolla M.A.J. Yang C. Chandran V. Pintilie M. Li Q. Bedard P.L. Hansen A. Lheureux S. Spreafico A. Razak A.A. Predicting Toxicity and Response to Pembrolizumab Through Germline Genomic HLA Class 1 Analysis JNCI Cancer Spectr. 2021 5 pkaa115 10.1093/jncics/pkaa115 33554038 PMC7853183 · DOI
  154. [171]Berman D. Parker S.M. Siegel J. Chasalow S.D. Weber J. Galbraith S. Targan S.R. Wang H.L. Ipilimumab efficacy and safety in patients with advanced melanoma: A retrospective analysis of HLA subtype from four trials Cancer Immun. 2010 10 6 20957980 PMC2964017
  155. [172]Rusca N. Monticelli S. MiR-146a in Immunity and Disease Mol. Biol. Int. 2011 2011 437301 10.4061/2011/437301 22091404 PMC3200075 · DOI · Paper page
  156. [173]Rajakumar T. Horos R. Jehn J. Schenz J. Muley T. Pelea O. Hofmann S. Kittner P. Kahraman M. Heuvelman M. A Blood-Based MiRNA Signature with Prognostic Value for Overall Survival in Advanced Stage Non-Small Cell Lung Cancer Treated with Immunotherapy NPJ Precis. Oncol. 2022 6 19 10.1038/s41698-022-00262-y 35361874 PMC8971493 · DOI
  157. [174]Mastroianni J. Stickel N. Andrlova H. Hanke K. Melchinger W. Duquesne S. Schmidt D. Falk M. Andrieux G. Pfeifer D. MiR-146a Controls Immune Response in the Melanoma Microenvironment Cancer Res. 2019 79 183 195 10.1158/0008-5472.CAN-18-1397 30425059 PMC6330089 · DOI
  158. [175]Hong D.S. Kang Y.-K. Borad M. Sachdev J. Ejadi S. Lim H.Y. Brenner A.J. Park K. Lee J.-L. Kim T.-Y. Phase 1 Study of MRX34, a Liposomal MiR-34a Mimic, in Patients with Advanced Solid Tumours Br. J. Cancer 2020 122 1630 1637 10.1038/s41416-020-0802-1 32238921 PMC7251107 · DOI
  159. [176]Marschner D. Falk M. Javorniczky N.R. Hanke-Müller K. Rawluk J. Schmitt-Graeff A. Simonetta F. Haring E. Dicks S. Ku M. MicroRNA-146a Regulates Immune-Related Adverse Events Caused by Immune Checkpoint Inhibitors JCI Insight 2020 5 e132334 10.1172/jci.insight.132334 32125286 PMC7213806 · DOI
  160. [177]Ivanova E. Asadullina D. Rakhimov R. Izmailov A. Izmailov A. Gilyazova G. Galimov S. Pavlov V. Khusnutdinova E. Gilyazova I. Exosomal MiRNA-146a Is Downregulated in Clear Cell Renal Cell Carcinoma Patients with Severe Immune-Related Adverse Events Non-Coding RNA Res. 2022 7 159 163 10.1016/j.ncrna.2022.06.004 PMC9263420 35846077 · DOI
  161. [178]Xia W. Chen H. Chen D. Ye Y. Xie C. Hou M. PD-1 Inhibitor Inducing Exosomal MiR-34a-5p Expression Mediates the Cross Talk between Cardiomyocyte and Macrophage in Immune Checkpoint Inhibitor–Related Cardiac Dysfunction J. Immunother. Cancer 2020 8 e001293 10.1136/jitc-2020-001293 33115945 PMC7594538 · DOI
  162. [179]Runtsch M.C. Hu R. Alexander M. Wallace J. Kagele D. Petersen C. Valentine J.F. Welker N.C. Bronner M.P. Chen X. MicroRNA-146a Constrains Multiple Parameters of Intestinal Immunity and Increases Susceptibility to DSS Colitis Oncotarget 2015 6 28556 28572 10.18632/oncotarget.5597 26456940 PMC4745677 · DOI
  163. [180]Bogunia-Kubik K. Wysoczańska B. Piątek D. Iwaszko M. Ciechomska M. Świerkot J. Significance of Polymorphism and Expression of MiR-146a and NFkB1 Genetic Variants in Patients with Rheumatoid Arthritis Arch. Immunol. Ther. Exp. 2016 64 131 136 10.1007/s00005-016-0443-5 PMC5334424 28083614 · DOI
  164. [181]Srivastava A. Nikamo P. Lohcharoenkal W. Li D. Meisgen F. Xu Landén N. Ståhle M. Pivarcsi A. Sonkoly E. MicroRNA-146a Suppresses IL-17–Mediated Skin Inflammation and Is Genetically Associated with Psoriasis J. Allergy Clin. Immunol. 2017 139 550 561 10.1016/j.jaci.2016.07.025 27568078 · DOI
  165. [182]Pantazi D. Tselepis A.D. Cardiovascular Toxic Effects of Antitumor Agents: Pathogenetic Mechanisms Thromb. Res. 2022 213 S95 S102 10.1016/j.thromres.2021.12.017 36210569 · DOI
  166. [183]Hart M. Nickl L. Walch-Rueckheim B. Krammes L. Rheinheimer S. Diener C. Taenzer T. Kehl T. Sester M. Lenhof H.-P. Wrinkle in the Plan: MiR-34a-5p Impacts Chemokine Signaling by Modulating CXCL10/CXCL11/CXCR3-Axis in CD4+, CD8+ T Cells and M1 Macrophages J. Immunother. Cancer 2020 8 e001617 10.1136/jitc-2020-001617 33229509 PMC7684812 · DOI
  167. [184]Dixit K. Chaudhari D. Dhotre D. Shouche Y. Saroj S. Restoration of Dysbiotic Human Gut Microbiome for Homeostasis Life Sci. 2021 278 119622 10.1016/j.lfs.2021.119622 34015282 · DOI
  168. [186]Sakai K. Sakurai T. De Velasco M.A. Nagai T. Chikugo T. Ueshima K. Kura Y. Takahama T. Hayashi H. Nakagawa K. Intestinal Microbiota and Gene Expression Reveal Similarity and Dissimilarity Between Immune-Mediated Colitis and Ulcerative Colitis Front. Oncol. 2021 11 763468 10.3389/fonc.2021.763468 34778085 PMC8578892 · DOI
  169. [187]Bellaguarda E. Hanauer S. Checkpoint Inhibitor-Induced Colitis Am. J. Gastroenterol. 2020 115 202 210 10.14309/ajg.0000000000000497 31922959 · DOI
  170. [189]Sakurai T. De Velasco M.A. Sakai K. Nagai T. Nishiyama H. Hashimoto K. Uemura H. Kawakami H. Nakagawa K. Ogata H. Integrative Analysis of Gut Microbiome and Host Transcriptomes Reveals Associations between Treatment Outcomes and Immunotherapy-induced Colitis Mol. Oncol. 2022 16 1493 1507 10.1002/1878-0261.13062 34270845 PMC8978521 · DOI
  171. [190]Mao J. Wang D. Long J. Yang X. Lin J. Song Y. Xie F. Xun Z. Wang Y. Wang Y. Gut Microbiome Is Associated with the Clinical Response to Anti-PD-1 Based Immunotherapy in Hepatobiliary Cancers J. Immunother. Cancer 2021 9 e003334 10.1136/jitc-2021-003334 34873013 PMC8650503 · DOI
  172. [193]Chau J. Yadav M. Liu B. Furqan M. Dai Q. Shahi S. Gupta A. Nace Mercer K. Eastman E. Abu Hejleh T. Prospective Correlation between the Patient Microbiome with Response to and Development of Immune-Mediated Adverse Effects to Immunotherapy in Lung Cancer J. Clin. Oncol. 2021 39 e21024 10.1200/JCO.2021.39.15_suppl.e21024 PMC8278634 34256732 · DOI
  173. [194]Liu T. Xiong Q. Li L. Hu Y. Intestinal Microbiota Predicts Lung Cancer Patients at Risk of Immune-Related Diarrhea Immunotherapy 2019 11 385 396 10.2217/imt-2018-0144 30693820 · DOI
  174. [195]Liu W. Ma F. Sun B. Liu Y. Tang H. Luo J. Chen H. Luo Z. Intestinal Microbiome Associated with Immune-Related Adverse Events for Patients Treated with Anti-PD-1 Inhibitors, a Real-World Study Front. Immunol. 2021 12 756872 10.3389/fimmu.2021.756872 34975845 PMC8716485 · DOI
  175. [196]Tan B. Liu Y. Tang H. Chen D. Xu Y. Chen M. Li Y. Wang M. Qian J. Gut Microbiota Shed New Light on the Management of Immune-Related Adverse Events Thorac. Cancer 2022 13 2681 2691 10.1111/1759-7714.14626 36043345 PMC9527168 · DOI
  176. [197]Usyk M. Pandey A. Hayes R.B. Moran U. Pavlick A. Osman I. Weber J.S. Ahn J. Bacteroides Vulgatus and Bacteroides Dorei Predict Immune-Related Adverse Events in Immune Checkpoint Blockade Treatment of Metastatic Melanoma Genome Med. 2021 13 160 10.1186/s13073-021-00974-z 34641962 PMC8513370 · DOI
  177. [199]Gil-Cruz C. Perez-Shibayama C. De Martin A. Ronchi F. van der Borght K. Niederer R. Onder L. Lütge M. Novkovic M. Nindl V. Microbiota-Derived Peptide Mimics Drive Lethal Inflammatory Cardiomyopathy Science 2019 366 881 886 10.1126/science.aav3487 31727837 · DOI · Paper page
  178. [200]Wang F. Yin Q. Chen L. Davis M.M. Bifidobacterium Can Mitigate Intestinal Immunopathology in the Context of CTLA-4 Blockade Proc. Natl. Acad. Sci. USA 2018 115 157 161 10.1073/pnas.1712901115 29255057 PMC5776803 · DOI · Paper page
  179. [201]Sun S. Luo L. Liang W. Yin Q. Guo J. Rush A.M. Lv Z. Liang Q. Fischbach M.A. Sonnenburg J.L. Bifidobacterium Alters the Gut Microbiota and Modulates the Functional Metabolism of T Regulatory Cells in the Context of Immune Checkpoint Blockade Proc. Natl. Acad. Sci. USA 2020 117 27509 27515 10.1073/pnas.1921223117 33077598 PMC7959554 · DOI · Paper page
  180. [202]Hakozaki T. Richard C. Elkrief A. Hosomi Y. Benlaïfaoui M. Mimpen I. Terrisse S. Derosa L. Zitvogel L. Routy B. The Gut Microbiome Associates with Immune Checkpoint Inhibition Outcomes in Patients with Advanced Non-Small Cell Lung Cancer Cancer Immunol. Res. 2020 8 1243 1250 10.1158/2326-6066.CIR-20-0196 32847937 · DOI · Paper page
  181. [204]Hu Z.I. Link V.M. Lima-Junior D.S. Delaleu J. Bouladoux N. Han S.-J. Collins N. Belkaid Y. Immune Checkpoint Inhibitors Unleash Pathogenic Immune Responses against the Microbiota Proc. Natl. Acad. Sci. USA 2022 119 e2200348119 10.1073/pnas.2200348119 35727974 PMC9245641 · DOI
  182. [205]Pham F. Moinard-Butot F. Coutzac C. Chaput N. Cancer and Immunotherapy: A Role for Microbiota Composition Eur. J. Cancer 2021 155 145 154 10.1016/j.ejca.2021.06.051 34375896 · DOI
  183. [206]Wang Q. McLoughlin R.M. Cobb B.A. Charrel-Dennis M. Zaleski K.J. Golenbock D. Tzianabos A.O. Kasper D.L. A Bacterial Carbohydrate Links Innate and Adaptive Responses through Toll-like Receptor 2 J. Exp. Med. 2006 203 2853 2863 10.1084/jem.20062008 17178920 PMC2118167 · DOI
  184. [207]Park R. Umar S. Kasi A. Immunotherapy in Colorectal Cancer: Potential of Fecal Transplant and Microbiota-Augmented Clinical Trials Curr. Colorectal Cancer Rep. 2020 16 81 88 10.1007/s11888-020-00456-1 32607098 PMC7325521 · DOI
  185. [208]Zhang Y. Zhang X. Li W. Du Y. Hu W. Zhao J. Biomarkers and Risk Factors for the Early Prediction of Immune-Related Adverse Events: A Review Hum. Vaccines Immunother. 2022 18 2018894 10.1080/21645515.2021.2018894 35108160 PMC8986173 · DOI
  186. [209]Luo B. Zhang Y. Zhang C. Liu X. Shi C. Intestinal Microbiota: A Potential Target for Enhancing the Antitumor Efficacy and Reducing the Toxicity of Immune Checkpoint Inhibitors Cancer Lett. 2021 509 53 62 10.1016/j.canlet.2021.04.001 33845122 · DOI
  187. [210]Dai Z. Fu J. Peng X. Tang D. Song J. Intestinal Microbiota: The Driving Force behind Advances in Cancer Immunotherapy Cancers 2022 14 4796 10.3390/cancers14194796 36230724 PMC9564057 · DOI
  188. [211]Holmstroem R.B. Nielsen O.H. Jacobsen S. Riis L.B. Theile S. Bjerrum J.T. Vilmann P. Johansen J.S. Boisen M.K. Eefsen R.H.L. COLAR: Open-Label Clinical Study of IL-6 Blockade with Tocilizumab for the Treatment of Immune Checkpoint Inhibitor-Induced Colitis and Arthritis J. Immunother. Cancer 2022 10 e005111 10.1136/jitc-2022-005111 36096534 PMC9472120 · DOI
  189. [212]Zamora A.E. Crawford J.C. Thomas P.G. Hitting the Target: How T Cells Detect and Eliminate Tumors J. Immunol. 2018 200 392 399 10.4049/jimmunol.1701413 29311380 PMC6116355 · DOI
  190. [213]Bethune M.T. Joglekar A.V. Personalized T Cell-Mediated Cancer Immunotherapy: Progress and Challenges Curr. Opin. Biotechnol. 2017 48 142 152 10.1016/j.copbio.2017.03.024 28494274 · DOI
  191. [214]Berner F. Bomze D. Lichtensteiger C. Walter V. Niederer R. Ali O.H. Wyss N. Bauer J. Freudenmann L.K. Marcu A. Autoreactive Napsin A-Specific T Cells Are Enriched in Lung Tumors and Inflammatory Lung Lesions during Immune Checkpoint Blockade Sci. Immunol. 2022 7 eabn9644 10.1126/sciimmunol.abn9644 36054337 · DOI
  192. [215]Tahir S.A. Gao J. Miura Y. Blando J. Tidwell R.S.S. Zhao H. Subudhi S.K. Tawbi H. Keung E. Wargo J. Autoimmune Antibodies Correlate with Immune Checkpoint Therapy-Induced Toxicities Proc. Natl. Acad. Sci. USA 2019 116 22246 22251 10.1073/pnas.1908079116 31611368 PMC6825284 · DOI
  193. [216]Gowen M.F. Giles K.M. Simpson D. Tchack J. Zhou H. Moran U. Dawood Z. Pavlick A.C. Hu S. Wilson M.A. Baseline Antibody Profiles Predict Toxicity in Melanoma Patients Treated with Immune Checkpoint Inhibitors J. Transl. Med. 2018 16 82 10.1186/s12967-018-1452-4 29606147 PMC5880088 · DOI
  194. [217]Johannet P. Liu W. Fenyo D. Wind-Rotolo M. Krogsgaard M. Mehnert J.M. Weber J.S. Zhong J. Osman I. Baseline Serum Autoantibody Signatures Predict Recurrence and Toxicity in Melanoma Patients Receiving Adjuvant Immune Checkpoint Blockade Clin. Cancer Res. 2022 28 4121 4130 10.1158/1078-0432.CCR-22-0404 36106402 PMC9662924 · DOI
  195. [218]Colen R.R. Fujii T. Bilen M.A. Kotrotsou A. Abrol S. Hess K.R. Hajjar J. Suarez-Almazor M.E. Alshawa A. Hong D.S. Radiomics to Predict Immunotherapy-Induced Pneumonitis: Proof of Concept Investig. New Drugs 2018 36 601 607 10.1007/s10637-017-0524-2 29075985 PMC5924418 · DOI · Paper page
  196. [219]Jing Y. Yang J. Johnson D.B. Moslehi J.J. Han L. Harnessing Big Data to Characterize Immune-Related Adverse Events Nat. Rev. Clin. Oncol. 2022 19 269 280 10.1038/s41571-021-00597-8 35039679 · DOI · Paper page
  197. [220]Ramos-Casals M. Brahmer J.R. Callahan M.K. Flores-Chávez A. Keegan N. Khamashta M.A. Lambotte O. Mariette X. Prat A. Suárez-Almazor M.E. Immune-Related Adverse Events of Checkpoint Inhibitors Nat. Rev. Dis. Primer 2020 6 38 10.1038/s41572-020-0160-6 PMC9728094 32382051 · DOI
  198. [221]Puzanov I. Diab A. Abdallah K. Bingham C.O. 3rd Brogdon C. Dadu R. Hamad L. Kim S. Lacouture M.E. LeBoeuf N.R. Managing Toxicities Associated with Immune Checkpoint Inhibitors: Consensus Recommendations from the Society for Immunotherapy of Cancer (SITC) Toxicity Management Working Group J. Immunother. Cancer 2017 5 95 10.1186/s40425-017-0300-z 29162153 PMC5697162 · DOI · Paper page
  199. [222]Brahmer J.R. Abu-Sbeih H. Ascierto P.A. Brufsky J. Cappelli L.C. Cortazar F.B. Gerber D.E. Hamad L. Hansen E. Johnson D.B. Society for Immunotherapy of Cancer (SITC) Clinical Practice Guideline on Immune Checkpoint Inhibitor-Related Adverse Events J. Immunother. Cancer 2021 9 e002435 10.1136/jitc-2021-002435 34172516 PMC8237720 · DOI · Paper page
  200. [224]Zhou J.-G. Wong A.H.-H. Wang H. Tan F. Chen X. Jin S.-H. He S.-S. Shen G. Wang Y.-J. Frey B. Elucidation of the Application of Blood Test Biomarkers to Predict Immune-Related Adverse Events in Atezolizumab-Treated NSCLC Patients Using Machine Learning Methods Front. Immunol. 2022 13 862752 10.3389/fimmu.2022.862752 35844547 PMC9284319 · DOI

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Authors
Les, I., Martínez, M., Pérez-Francisco, I., Cabero, M., Teijeira, L., Arrazubi, V., Torrego, N., Campillo-Calatayud, A., Elejalde, I., Kochan, G., & Escors, D.
Affiliations
  • Internal Medicine Department, Navarre University Hospital, 31008 Pamplona, Spain
  • Osakidetza Basque Health Service, Department of Medical Oncology, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain
  • Breast Cancer Research Group, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
  • Clinical Trials Platform, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
  • Medical Oncology Department, Navarre University Hospital, 31008 Pamplona, Spain
  • Hospital Universitario Araba (ES)
  • Universidad Pública de Navarra (UPNA) (ES)
Corresponding author
Escors, David
Venue
Cancers
Publisher
MDPI AG
Published
2023-03-06
Volume
15
Issue
5
Pages
1629
ISSN
2072-6694 (ISSN-L)
OpenAlex
W4323362480
Cited by
100
References
26
Citations by year
2026: 26 · 2025: 40 · 2024: 27 · 2023: 7
FWCI
3.24
Type
journal article
Language
en
Open access
Locations
  • Cancers (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Academica-e (Universidad Pública de Navarra) (submittedVersion, cc-by)
Funders
Basque Government (2020111056)
Topics
  • Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
  • Life Sciences › Immunology and Microbiology › Immunology › Immunotherapy and Immune Responses
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Toxicology › Pharmacovigilance and Adverse Drug Reactions
Keywords
immune checkpoint inhibitors, immune-related adverse events, predictive biomarkers, PD-1/PD-L1, CTLA-4, autoimmunity, T cell expansion, cytokines, autoantibodies, HLA genotypes, microRNA, gut microbiota, cancer immunotherapy

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