Cargando…
Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry
INTRODUCTION: Immune checkpoint inhibitors (ICIs) only benefit a subset of cancer patients, underlining the need for predictive biomarkers for patient selection. Given the limitations of tumor tissue availability, flow cytometry of peripheral blood mononuclear cells (PBMCs) is considered a noninvasi...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449448/ https://www.ncbi.nlm.nih.gov/pubmed/37638022 http://dx.doi.org/10.3389/fimmu.2023.1206631 |
_version_ | 1785094950297272320 |
---|---|
author | Ma, Weijie Wei, Sixi Long, Siqi Tian, Eddie C. McLaughlin, Bridget Jaimes, Maria Montoya, Dennis J. Viswanath, Varun R. Chien, Jeremy Zhang, Qianjun Van Dyke, Jonathan E. Chen, Shuai Li, Tianhong |
author_facet | Ma, Weijie Wei, Sixi Long, Siqi Tian, Eddie C. McLaughlin, Bridget Jaimes, Maria Montoya, Dennis J. Viswanath, Varun R. Chien, Jeremy Zhang, Qianjun Van Dyke, Jonathan E. Chen, Shuai Li, Tianhong |
author_sort | Ma, Weijie |
collection | PubMed |
description | INTRODUCTION: Immune checkpoint inhibitors (ICIs) only benefit a subset of cancer patients, underlining the need for predictive biomarkers for patient selection. Given the limitations of tumor tissue availability, flow cytometry of peripheral blood mononuclear cells (PBMCs) is considered a noninvasive method for immune monitoring. This study explores the use of spectrum flow cytometry, which allows a more comprehensive analysis of a greater number of markers using fewer immune cells, to identify potential blood immune biomarkers and monitor ICI treatment in non-small-cell lung cancer (NSCLC) patients. METHODS: PBMCs were collected from 14 non-small-cell lung cancer (NSCLC) patients before and after ICI treatment and 4 healthy human donors. Using spectrum flow cytometry, 24 immune cell markers were simultaneously monitored using only 1 million PBMCs. The results were also compared with those from clinical flow cytometry and bulk RNA sequencing analysis. RESULTS: Our findings showed that the measurement of CD4+ and CD8+ T cells by spectrum flow cytometry matched well with those by clinical flow cytometry (Pearson R ranging from 0.75 to 0.95) and bulk RNA sequencing analysis (R=0.80, P=1.3 x 10-4). A lower frequency of CD4+ central memory cells before treatment was associated with a longer median progression-free survival (PFS) [Not reached (NR) vs. 5 months; hazard ratio (HR)=8.1, 95% confidence interval (CI) 1.5–42, P=0.01]. A higher frequency of CD4-CD8- double-negative (DN) T cells was associated with a longer PFS (NR vs. 4.45 months; HR=11.1, 95% CI 2.2–55.0, P=0.003). ICIs significantly changed the frequency of cytotoxic CD8+PD1+ T cells, DN T cells, CD16+CD56dim and CD16+CD56- natural killer (NK) cells, and CD14+HLDRhigh and CD11c+HLADR + monocytes. Of these immune cell subtypes, an increase in the frequency of CD16+CD56dim NK cells and CD14+HLADRhigh monocytes after treatment compared to before treatment were associated with a longer PFS (NR vs. 5 months, HR=5.4, 95% CI 1.1-25.7, P=0.03; 7.8 vs. 3.8 months, HR=5.7, 95% CI 169 1.0-31.7, P=0.04), respectively. CONCLUSION: Our preliminary findings suggest that the use of multicolor spectrum flow cytometry helps identify potential blood immune biomarkers for ICI treatment, which warrants further validation. |
format | Online Article Text |
id | pubmed-10449448 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104494482023-08-25 Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry Ma, Weijie Wei, Sixi Long, Siqi Tian, Eddie C. McLaughlin, Bridget Jaimes, Maria Montoya, Dennis J. Viswanath, Varun R. Chien, Jeremy Zhang, Qianjun Van Dyke, Jonathan E. Chen, Shuai Li, Tianhong Front Immunol Immunology INTRODUCTION: Immune checkpoint inhibitors (ICIs) only benefit a subset of cancer patients, underlining the need for predictive biomarkers for patient selection. Given the limitations of tumor tissue availability, flow cytometry of peripheral blood mononuclear cells (PBMCs) is considered a noninvasive method for immune monitoring. This study explores the use of spectrum flow cytometry, which allows a more comprehensive analysis of a greater number of markers using fewer immune cells, to identify potential blood immune biomarkers and monitor ICI treatment in non-small-cell lung cancer (NSCLC) patients. METHODS: PBMCs were collected from 14 non-small-cell lung cancer (NSCLC) patients before and after ICI treatment and 4 healthy human donors. Using spectrum flow cytometry, 24 immune cell markers were simultaneously monitored using only 1 million PBMCs. The results were also compared with those from clinical flow cytometry and bulk RNA sequencing analysis. RESULTS: Our findings showed that the measurement of CD4+ and CD8+ T cells by spectrum flow cytometry matched well with those by clinical flow cytometry (Pearson R ranging from 0.75 to 0.95) and bulk RNA sequencing analysis (R=0.80, P=1.3 x 10-4). A lower frequency of CD4+ central memory cells before treatment was associated with a longer median progression-free survival (PFS) [Not reached (NR) vs. 5 months; hazard ratio (HR)=8.1, 95% confidence interval (CI) 1.5–42, P=0.01]. A higher frequency of CD4-CD8- double-negative (DN) T cells was associated with a longer PFS (NR vs. 4.45 months; HR=11.1, 95% CI 2.2–55.0, P=0.003). ICIs significantly changed the frequency of cytotoxic CD8+PD1+ T cells, DN T cells, CD16+CD56dim and CD16+CD56- natural killer (NK) cells, and CD14+HLDRhigh and CD11c+HLADR + monocytes. Of these immune cell subtypes, an increase in the frequency of CD16+CD56dim NK cells and CD14+HLADRhigh monocytes after treatment compared to before treatment were associated with a longer PFS (NR vs. 5 months, HR=5.4, 95% CI 1.1-25.7, P=0.03; 7.8 vs. 3.8 months, HR=5.7, 95% CI 169 1.0-31.7, P=0.04), respectively. CONCLUSION: Our preliminary findings suggest that the use of multicolor spectrum flow cytometry helps identify potential blood immune biomarkers for ICI treatment, which warrants further validation. Frontiers Media S.A. 2023-08-10 /pmc/articles/PMC10449448/ /pubmed/37638022 http://dx.doi.org/10.3389/fimmu.2023.1206631 Text en Copyright © 2023 Ma, Wei, Long, Tian, McLaughlin, Jaimes, Montoya, Viswanath, Chien, Zhang, Van Dyke, Chen and Li 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 | Immunology Ma, Weijie Wei, Sixi Long, Siqi Tian, Eddie C. McLaughlin, Bridget Jaimes, Maria Montoya, Dennis J. Viswanath, Varun R. Chien, Jeremy Zhang, Qianjun Van Dyke, Jonathan E. Chen, Shuai Li, Tianhong Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title | Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title_full | Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title_fullStr | Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title_full_unstemmed | Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title_short | Dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in NSCLC by multicolor spectrum flow cytometry |
title_sort | dynamic evaluation of blood immune cells predictive of response to immune checkpoint inhibitors in nsclc by multicolor spectrum flow cytometry |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449448/ https://www.ncbi.nlm.nih.gov/pubmed/37638022 http://dx.doi.org/10.3389/fimmu.2023.1206631 |
work_keys_str_mv | AT maweijie dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT weisixi dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT longsiqi dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT tianeddiec dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT mclaughlinbridget dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT jaimesmaria dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT montoyadennisj dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT viswanathvarunr dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT chienjeremy dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT zhangqianjun dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT vandykejonathane dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT chenshuai dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry AT litianhong dynamicevaluationofbloodimmunecellspredictiveofresponsetoimmunecheckpointinhibitorsinnsclcbymulticolorspectrumflowcytometry |