Cargando…

Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer

Background: Despite remarkable success of immunotherapies with checkpoint blockade antibodies targeting programmed cell death protein 1 (PD-1), the majority of patients with non-small-cell lung cancer (NSCLC) have yet to receive durable benefits. We used the metabolomic profiling of early on-treatme...

Descripción completa

Detalles Bibliográficos
Autores principales: Nie, Xiaoqun, Xia, Liliang, Gao, Fang, Liu, Lixia, Yang, Yi, Chen, Yingying, Duan, Huangqi, Yao, Yaxian, Chen, Zhiwei, Lu, Shun, Wang, Ying, Yang, Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176105/
https://www.ncbi.nlm.nih.gov/pubmed/34095230
http://dx.doi.org/10.3389/fmolb.2021.678753
_version_ 1783703190677487616
author Nie, Xiaoqun
Xia, Liliang
Gao, Fang
Liu, Lixia
Yang, Yi
Chen, Yingying
Duan, Huangqi
Yao, Yaxian
Chen, Zhiwei
Lu, Shun
Wang, Ying
Yang, Chen
author_facet Nie, Xiaoqun
Xia, Liliang
Gao, Fang
Liu, Lixia
Yang, Yi
Chen, Yingying
Duan, Huangqi
Yao, Yaxian
Chen, Zhiwei
Lu, Shun
Wang, Ying
Yang, Chen
author_sort Nie, Xiaoqun
collection PubMed
description Background: Despite remarkable success of immunotherapies with checkpoint blockade antibodies targeting programmed cell death protein 1 (PD-1), the majority of patients with non-small-cell lung cancer (NSCLC) have yet to receive durable benefits. We used the metabolomic profiling of early on-treatment serum to explore predictors of clinical outcomes of anti-PD-1 treatment in patients with advanced NSCLC. Methods: We recruited 74 Chinese patients who had stage IIIB/IV NSCLC-proven tumor progression and were treated with PD-1 inhibitor. The study was comprised of a discovery cohort of patients treated with nivolumab and two validation cohorts of patients receiving tislelizumab or nivolumab. Serum samples were collected 2–3 weeks after the first infusion of PD-1 inhibitor. Metabolomic profiling of serum was performed using ultrahigh performance lipid chromatograph-mass spectrometry. The serum metabolite biomarkers were identified using an integral workflow of nontargeted metabolomic data analysis. Results: A serum metabolite panel consisting of hypoxanthine and histidine was identified and validated as a predictor of response to PD-1 blockade treatment in patients with advanced NSCLC. High levels of both hypoxanthine and histidine in early on-treatment serum were associated with improved progression-free survival [hazard ratio (HR) = 0.078, 95% confidence interval (CI), 0.027–0.221, p < 0.001] and overall survival (HR = 0.124, 95% CI, 0.039–0.397, p < 0.001) in the discovery cohort. The serum metabolite panel showed a high sensitivity and specificity in distinguishing responders and non-responders in the validation cohorts 1 and 2, with an area under the receiver-operating characteristic curve of 0.933 and 1.000, respectively. High levels of serum hypoxanthine and histidine were correlated with improved progression-free survival in the validation cohort 1 (HR = 0.137, 95% CI, 0.040–0.467, p = 0.001) and in the validation cohort 2 (HR = 0.084, 95% CI, 0.009–0.762, p = 0.028). Conclusion: Our results revealed that hypoxanthine and histidine in early on-treatment serum are predictive biomarkers of response to PD-1 blockade therapy in patients with advanced NSCLC. The serum biomarker panel would enable early identification of NSCLC patients who may benefit from PD-1 blockade therapy.
format Online
Article
Text
id pubmed-8176105
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-81761052021-06-05 Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer Nie, Xiaoqun Xia, Liliang Gao, Fang Liu, Lixia Yang, Yi Chen, Yingying Duan, Huangqi Yao, Yaxian Chen, Zhiwei Lu, Shun Wang, Ying Yang, Chen Front Mol Biosci Molecular Biosciences Background: Despite remarkable success of immunotherapies with checkpoint blockade antibodies targeting programmed cell death protein 1 (PD-1), the majority of patients with non-small-cell lung cancer (NSCLC) have yet to receive durable benefits. We used the metabolomic profiling of early on-treatment serum to explore predictors of clinical outcomes of anti-PD-1 treatment in patients with advanced NSCLC. Methods: We recruited 74 Chinese patients who had stage IIIB/IV NSCLC-proven tumor progression and were treated with PD-1 inhibitor. The study was comprised of a discovery cohort of patients treated with nivolumab and two validation cohorts of patients receiving tislelizumab or nivolumab. Serum samples were collected 2–3 weeks after the first infusion of PD-1 inhibitor. Metabolomic profiling of serum was performed using ultrahigh performance lipid chromatograph-mass spectrometry. The serum metabolite biomarkers were identified using an integral workflow of nontargeted metabolomic data analysis. Results: A serum metabolite panel consisting of hypoxanthine and histidine was identified and validated as a predictor of response to PD-1 blockade treatment in patients with advanced NSCLC. High levels of both hypoxanthine and histidine in early on-treatment serum were associated with improved progression-free survival [hazard ratio (HR) = 0.078, 95% confidence interval (CI), 0.027–0.221, p < 0.001] and overall survival (HR = 0.124, 95% CI, 0.039–0.397, p < 0.001) in the discovery cohort. The serum metabolite panel showed a high sensitivity and specificity in distinguishing responders and non-responders in the validation cohorts 1 and 2, with an area under the receiver-operating characteristic curve of 0.933 and 1.000, respectively. High levels of serum hypoxanthine and histidine were correlated with improved progression-free survival in the validation cohort 1 (HR = 0.137, 95% CI, 0.040–0.467, p = 0.001) and in the validation cohort 2 (HR = 0.084, 95% CI, 0.009–0.762, p = 0.028). Conclusion: Our results revealed that hypoxanthine and histidine in early on-treatment serum are predictive biomarkers of response to PD-1 blockade therapy in patients with advanced NSCLC. The serum biomarker panel would enable early identification of NSCLC patients who may benefit from PD-1 blockade therapy. Frontiers Media S.A. 2021-05-21 /pmc/articles/PMC8176105/ /pubmed/34095230 http://dx.doi.org/10.3389/fmolb.2021.678753 Text en Copyright © 2021 Nie, Xia, Gao, Liu, Yang, Chen, Duan, Yao, Chen, Lu, Wang and Yang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Nie, Xiaoqun
Xia, Liliang
Gao, Fang
Liu, Lixia
Yang, Yi
Chen, Yingying
Duan, Huangqi
Yao, Yaxian
Chen, Zhiwei
Lu, Shun
Wang, Ying
Yang, Chen
Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title_full Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title_fullStr Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title_full_unstemmed Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title_short Serum Metabolite Biomarkers Predictive of Response to PD-1 Blockade Therapy in Non-Small Cell Lung Cancer
title_sort serum metabolite biomarkers predictive of response to pd-1 blockade therapy in non-small cell lung cancer
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176105/
https://www.ncbi.nlm.nih.gov/pubmed/34095230
http://dx.doi.org/10.3389/fmolb.2021.678753
work_keys_str_mv AT niexiaoqun serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT xialiliang serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT gaofang serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT liulixia serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT yangyi serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT chenyingying serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT duanhuangqi serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT yaoyaxian serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT chenzhiwei serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT lushun serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT wangying serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer
AT yangchen serummetabolitebiomarkerspredictiveofresponsetopd1blockadetherapyinnonsmallcelllungcancer