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Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma
Immune checkpoint inhibitors are effective for advanced hepatocellular carcinoma (HCC), but there remains a need for peripheral blood biomarkers to predict the clinical response. Here, we analyzed the peripheral blood of 45 patients with advanced HCC who underwent nivolumab. During treatment, freque...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333050/ https://www.ncbi.nlm.nih.gov/pubmed/35902399 http://dx.doi.org/10.1007/s00262-022-03258-6 |
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author | Jeon, Seung Hyuck Lee, Yong Joon Kim, Hyung-Don Nam, Heejin Ryoo, Baek-Yeol Park, Su-Hyung Yoo, Changhoon Shin, Eui-Cheol |
author_facet | Jeon, Seung Hyuck Lee, Yong Joon Kim, Hyung-Don Nam, Heejin Ryoo, Baek-Yeol Park, Su-Hyung Yoo, Changhoon Shin, Eui-Cheol |
author_sort | Jeon, Seung Hyuck |
collection | PubMed |
description | Immune checkpoint inhibitors are effective for advanced hepatocellular carcinoma (HCC), but there remains a need for peripheral blood biomarkers to predict the clinical response. Here, we analyzed the peripheral blood of 45 patients with advanced HCC who underwent nivolumab. During treatment, frequency of classical monocytes (CD14(+)CD16(−)) was increased on day 7, and the fold increase in the frequency on day 7 over day 0 (cMonocyte(D7/D0)) was significantly higher in patients with durable clinical benefit (DCB) than in patients with non-DCB (NDB). When we analyzed transcriptomes of classical monocytes, CD274, gene encoding PD-L1, was upregulated in NDB patients compared to DCB patients at day 7. Notably, gene signature of suppressive tumor-associated macrophages, or IL4l1(+)PD-L1(+)IDO1(+) macrophages, was enriched after treatment in NDB patients, but not in DCB patients. Accordingly, the fold increase in the frequency of PD-L1(+) classical monocytes at day 7 over day 0 (cMonocyte-PDL1(D7/D0)) was higher in NDB patients than DCB patients. The combined biomarker cMonocyte(D7/D0)/cMonocyte-PDL1(D7/D0) was termed the “monocyte index”, which was significantly higher in DCB patients than NDB patients. Moreover, the monocyte index was an independent prognostic factor for survival. Overall, our results suggest that early changes of circulating classical monocytes, represented as a monocyte index, could predict clinical outcomes of advanced HCC patients undergoing anti-PD-1 therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00262-022-03258-6. |
format | Online Article Text |
id | pubmed-9333050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-93330502022-07-29 Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma Jeon, Seung Hyuck Lee, Yong Joon Kim, Hyung-Don Nam, Heejin Ryoo, Baek-Yeol Park, Su-Hyung Yoo, Changhoon Shin, Eui-Cheol Cancer Immunol Immunother Original Article Immune checkpoint inhibitors are effective for advanced hepatocellular carcinoma (HCC), but there remains a need for peripheral blood biomarkers to predict the clinical response. Here, we analyzed the peripheral blood of 45 patients with advanced HCC who underwent nivolumab. During treatment, frequency of classical monocytes (CD14(+)CD16(−)) was increased on day 7, and the fold increase in the frequency on day 7 over day 0 (cMonocyte(D7/D0)) was significantly higher in patients with durable clinical benefit (DCB) than in patients with non-DCB (NDB). When we analyzed transcriptomes of classical monocytes, CD274, gene encoding PD-L1, was upregulated in NDB patients compared to DCB patients at day 7. Notably, gene signature of suppressive tumor-associated macrophages, or IL4l1(+)PD-L1(+)IDO1(+) macrophages, was enriched after treatment in NDB patients, but not in DCB patients. Accordingly, the fold increase in the frequency of PD-L1(+) classical monocytes at day 7 over day 0 (cMonocyte-PDL1(D7/D0)) was higher in NDB patients than DCB patients. The combined biomarker cMonocyte(D7/D0)/cMonocyte-PDL1(D7/D0) was termed the “monocyte index”, which was significantly higher in DCB patients than NDB patients. Moreover, the monocyte index was an independent prognostic factor for survival. Overall, our results suggest that early changes of circulating classical monocytes, represented as a monocyte index, could predict clinical outcomes of advanced HCC patients undergoing anti-PD-1 therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00262-022-03258-6. Springer Berlin Heidelberg 2022-07-28 2023 /pmc/articles/PMC9333050/ /pubmed/35902399 http://dx.doi.org/10.1007/s00262-022-03258-6 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Jeon, Seung Hyuck Lee, Yong Joon Kim, Hyung-Don Nam, Heejin Ryoo, Baek-Yeol Park, Su-Hyung Yoo, Changhoon Shin, Eui-Cheol Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title | Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title_full | Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title_fullStr | Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title_full_unstemmed | Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title_short | Dynamic changes in peripheral blood monocytes early after anti-PD-1 therapy predict clinical outcomes in hepatocellular carcinoma |
title_sort | dynamic changes in peripheral blood monocytes early after anti-pd-1 therapy predict clinical outcomes in hepatocellular carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333050/ https://www.ncbi.nlm.nih.gov/pubmed/35902399 http://dx.doi.org/10.1007/s00262-022-03258-6 |
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