From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?

Whether smokers respond to anti-cancer drugs differently than non-smokers remains controversial. The objective of this study is to explore whether the better response of the smokers is specific to therapy of anti-PD-1/PD-L1, anti-checkpoint inhibitor, individual drugs on the cell surface, or lung ca...

Full description

Bibliographic Details
Main Authors: Lishi Wang, Fengxia Liu, Jing Li, Li Ma, Helin Feng, Qingyi Liu, William C. Cho, Haiyong Chen, Hong Chen, Hua Guo, Zhujun Li, Scott C. Howard, Minghui Li, Baoen Shan, Weikuan Gu, Jiafu Ji
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Journal of Personalized Medicine
Subjects:
Online Access:https://www.mdpi.com/2075-4426/11/9/914
id doaj-d6e6f2bcf4ff42e1bc5bc66c8e0c2c7b
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Lishi Wang
Fengxia Liu
Jing Li
Li Ma
Helin Feng
Qingyi Liu
William C. Cho
Haiyong Chen
Hong Chen
Hua Guo
Zhujun Li
Scott C. Howard
Minghui Li
Baoen Shan
Weikuan Gu
Jiafu Ji
spellingShingle Lishi Wang
Fengxia Liu
Jing Li
Li Ma
Helin Feng
Qingyi Liu
William C. Cho
Haiyong Chen
Hong Chen
Hua Guo
Zhujun Li
Scott C. Howard
Minghui Li
Baoen Shan
Weikuan Gu
Jiafu Ji
From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
Journal of Personalized Medicine
cancer
clinical predictor
drug
hazard ratio
lung
smoking
author_facet Lishi Wang
Fengxia Liu
Jing Li
Li Ma
Helin Feng
Qingyi Liu
William C. Cho
Haiyong Chen
Hong Chen
Hua Guo
Zhujun Li
Scott C. Howard
Minghui Li
Baoen Shan
Weikuan Gu
Jiafu Ji
author_sort Lishi Wang
title From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
title_short From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
title_full From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
title_fullStr From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
title_full_unstemmed From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?
title_sort from anti-pd-1/pd-l1 to ctla-4 and to muc1—is the better response to treatment in smokers of cancer patients drug specific?
publisher MDPI AG
series Journal of Personalized Medicine
issn 2075-4426
publishDate 2021-09-01
description Whether smokers respond to anti-cancer drugs differently than non-smokers remains controversial. The objective of this study is to explore whether the better response of the smokers is specific to therapy of anti-PD-1/PD-L1, anti-checkpoint inhibitor, individual drugs on the cell surface, or lung cancer. Our results showed that among all non-small cell lung cancer (NSCLC) patients, when the data from anti-PD-1/PD-L1, anti-CTLA-4, and anti-MUC1 drugs are combined, the mean hazard ratios (HR) of smokers and non-smokers were 0.751 and 1.016, respectively. A meta-analysis with a fixed effect (FE) model indicated that the smokers have an HR value of 0.023 lower than that of the non-smokers. A stratified subgroup meta-analysis indicated that when treated with anti-CTLA-4 drugs, smokers had reduced HR values of 0.152 and 0.165 on average and FE model meta-analysis, respectively. When treated with an anti-MUC1 drug, smokers had reduced HR values of 1.563 and 0.645, on average and FE model meta-analysis, respectively. When treated with a combination of nivolumab and ipilimumab drugs, smokers had, on average, reduced HR and FE model meta-analysis values (0.257 and 0.141), respectively. Smoking is a clinical response predictor for anti-PD/PD-L1 monotherapy or first-line treatment in lung, urothelial carcinoma, and head and neck cancer. Smokers treated with other drugs have shown worse responses in comparison to non-smokers. These data suggest that, along with the progress in the development of new drugs for cancer, drugs acting on specific genotypes of smokers likely will arise.
topic cancer
clinical predictor
drug
hazard ratio
lung
smoking
url https://www.mdpi.com/2075-4426/11/9/914
work_keys_str_mv AT lishiwang fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT fengxialiu fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT jingli fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT lima fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT helinfeng fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT qingyiliu fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT williamccho fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT haiyongchen fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT hongchen fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT huaguo fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT zhujunli fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT scottchoward fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT minghuili fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT baoenshan fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT weikuangu fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
AT jiafuji fromantipd1pdl1toctla4andtomuc1isthebetterresponsetotreatmentinsmokersofcancerpatientsdrugspecific
_version_ 1717365927471742976
spelling doaj-d6e6f2bcf4ff42e1bc5bc66c8e0c2c7b2021-09-26T00:32:12ZengMDPI AGJournal of Personalized Medicine2075-44262021-09-011191491410.3390/jpm11090914From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?Lishi Wang0Fengxia Liu1Jing Li2Li Ma3Helin Feng4Qingyi Liu5William C. Cho6Haiyong Chen7Hong Chen8Hua Guo9Zhujun Li10Scott C. Howard11Minghui Li12Baoen Shan13Weikuan Gu14Jiafu Ji15Department of Basic Medicine, Inner Mongolia Medical University, Jinshan Development Zone, Huhhot 010110, ChinaResearch Center, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang 050011, ChinaDepartment of Orthopaedic Surgery and Biomedical Engineering, The University of Tennessee Health Science Center, Memphis, TN 38103, USADepartment of Orthopaedic Surgery and Biomedical Engineering, The University of Tennessee Health Science Center, Memphis, TN 38103, USADepartment of Orthopaedic Surgery and Biomedical Engineering, The University of Tennessee Health Science Center, Memphis, TN 38103, USAResearch Center, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang 050011, ChinaDepartment of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong, ChinaSchool of Chinese Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong, ChinaHeilongjiang Academy of Traditional Chinese Medicine, 41 Xiangshun St, Xiangfang District, Harbin 150040, ChinaDepartment of Pathology and Cell Biology, College of Physicians and Surgeons, Columbia University Medical Center, New York, NY 10032, USADepartment of Basic Medicine, Inner Mongolia Medical University, Jinshan Development Zone, Huhhot 010110, ChinaDepartment of Acute and Tertiary Care, University of Tennessee Health Science Center, Memphis, TN 38103, USAHealth Outcomes and Policy Research, Department of Clinical Pharmacy and Translational Science, University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 219, Memphis, TN 38163, USAResearch Center, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang 050011, ChinaDepartment of Orthopaedic Surgery and Biomedical Engineering, The University of Tennessee Health Science Center, Memphis, TN 38103, USABeijing Cancer Hospital and Key Laboratory of Carcinogenesis and Translational Research, Department of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, ChinaWhether smokers respond to anti-cancer drugs differently than non-smokers remains controversial. The objective of this study is to explore whether the better response of the smokers is specific to therapy of anti-PD-1/PD-L1, anti-checkpoint inhibitor, individual drugs on the cell surface, or lung cancer. Our results showed that among all non-small cell lung cancer (NSCLC) patients, when the data from anti-PD-1/PD-L1, anti-CTLA-4, and anti-MUC1 drugs are combined, the mean hazard ratios (HR) of smokers and non-smokers were 0.751 and 1.016, respectively. A meta-analysis with a fixed effect (FE) model indicated that the smokers have an HR value of 0.023 lower than that of the non-smokers. A stratified subgroup meta-analysis indicated that when treated with anti-CTLA-4 drugs, smokers had reduced HR values of 0.152 and 0.165 on average and FE model meta-analysis, respectively. When treated with an anti-MUC1 drug, smokers had reduced HR values of 1.563 and 0.645, on average and FE model meta-analysis, respectively. When treated with a combination of nivolumab and ipilimumab drugs, smokers had, on average, reduced HR and FE model meta-analysis values (0.257 and 0.141), respectively. Smoking is a clinical response predictor for anti-PD/PD-L1 monotherapy or first-line treatment in lung, urothelial carcinoma, and head and neck cancer. Smokers treated with other drugs have shown worse responses in comparison to non-smokers. These data suggest that, along with the progress in the development of new drugs for cancer, drugs acting on specific genotypes of smokers likely will arise.https://www.mdpi.com/2075-4426/11/9/914cancerclinical predictordrughazard ratiolungsmoking