Skip to main content
Top
Published in: Experimental Hematology & Oncology 1/2024

Open Access 01-12-2024 | Cytostatic Therapy | Correspondence

Pan-cancer transcriptional atlas of minimal residual disease links DUSP1 to chemotherapy persistence

Authors: Yuanhui Liu, Bi Peng, Ziqi Chen, Yimin Shen, Jingmin Zhang, Xianglin Yuan

Published in: Experimental Hematology & Oncology | Issue 1/2024

Login to get access

Abstract

Chemotherapy is a commonly effective treatment for most types of cancer. However, many patients experience a relapse due to minimal residual disease (MRD) after chemotherapy. Previous studies have analyzed the changes induced by chemotherapy for specific types of cancer, but our study is the first to comprehensively analyze MRD across various types of cancer. We included both bulk and single-cell RNA sequencing datasets. We compared the expression of the entire genome and calculated scores for canonical pathway signatures and immune infiltrates before and after chemotherapy across different types of cancer. Our findings revealed that DUSP1 was the most significantly and widely enriched gene in pan-cancer MRD. DUSP1 was found to be essential for MRD formation and played a role in T cell-fibroblast communications and the cytotoxic function of CD4 + T cells. Overall, our analysis provides a comprehensive understanding of the changes caused by chemotherapy and identifies potential targets for preventing and eliminating MRD, which could lead to long-term survival benefits for patients.
Appendix
Available only for authorised users
Literature
1.
go back to reference Marine JC, Dawson SJ, Dawson MA. Non-genetic mechanisms of therapeutic resistance in cancer. Nat Rev Cancer. 2020;20(12):743–56.CrossRefPubMed Marine JC, Dawson SJ, Dawson MA. Non-genetic mechanisms of therapeutic resistance in cancer. Nat Rev Cancer. 2020;20(12):743–56.CrossRefPubMed
2.
go back to reference Seo I, Lee HW, Byun SJ, Park JY, Min H, Lee SH, Lee JS, Kim S, Bae SU. Neoadjuvant chemoradiation alters biomarkers of anticancer immunotherapy responses in locally advanced rectal cancer. J Immunother Cancer. 2021;9(3):e001610.CrossRefPubMedPubMedCentral Seo I, Lee HW, Byun SJ, Park JY, Min H, Lee SH, Lee JS, Kim S, Bae SU. Neoadjuvant chemoradiation alters biomarkers of anticancer immunotherapy responses in locally advanced rectal cancer. J Immunother Cancer. 2021;9(3):e001610.CrossRefPubMedPubMedCentral
3.
go back to reference Park YH, Lal S, Lee JE, Choi YL, Wen J, Ram S, Ding Y, Lee SH, Powell E, Lee SK, Yu JH, Ching KA, Nam JY, Kim SW, Nam SJ, Kim JY, Cho SY, Park S, Kim J, Hwang S, Kim YJ, Bonato V, Fernandez D, Deng S, Wang S, Shin H, Kang ES, Park WY, Rejto PA, Bienkowska J, Kan Z. Chemotherapy induces dynamic immune responses in breast cancers that impact treatment outcome. Nat Commun. 2020;11(1):6175.CrossRefPubMedPubMedCentral Park YH, Lal S, Lee JE, Choi YL, Wen J, Ram S, Ding Y, Lee SH, Powell E, Lee SK, Yu JH, Ching KA, Nam JY, Kim SW, Nam SJ, Kim JY, Cho SY, Park S, Kim J, Hwang S, Kim YJ, Bonato V, Fernandez D, Deng S, Wang S, Shin H, Kang ES, Park WY, Rejto PA, Bienkowska J, Kan Z. Chemotherapy induces dynamic immune responses in breast cancers that impact treatment outcome. Nat Commun. 2020;11(1):6175.CrossRefPubMedPubMedCentral
4.
go back to reference Artibani M, Masuda K, Hu Z, Rauher PC, Mallett G, Wietek N, Morotti M, Chong K, KaramiNejadRanjbar M, Zois CE, Dhar S, El-Sahhar S, Campo L, Blagden SP, Damato S, Pathiraja PN, Nicum S, Gleeson F, Laios A, Alsaadi A, Santana Gonzalez L, Motohara T, Albukhari A, Lu Z, Bast RC Jr, Harris AL, Ejsing CS, Klemm RW, Yau C, Sauka-Spengler T, Ahmed AA. Adipocyte-like signature in ovarian cancer minimal residual disease identifies metabolic vulnerabilities of tumor-initiating cells. JCI Insight. 2021;6(11):e147929.PubMedPubMedCentral Artibani M, Masuda K, Hu Z, Rauher PC, Mallett G, Wietek N, Morotti M, Chong K, KaramiNejadRanjbar M, Zois CE, Dhar S, El-Sahhar S, Campo L, Blagden SP, Damato S, Pathiraja PN, Nicum S, Gleeson F, Laios A, Alsaadi A, Santana Gonzalez L, Motohara T, Albukhari A, Lu Z, Bast RC Jr, Harris AL, Ejsing CS, Klemm RW, Yau C, Sauka-Spengler T, Ahmed AA. Adipocyte-like signature in ovarian cancer minimal residual disease identifies metabolic vulnerabilities of tumor-initiating cells. JCI Insight. 2021;6(11):e147929.PubMedPubMedCentral
5.
go back to reference Tang F, Li J, Qi L, Liu D, Bo Y, Qin S, Miao Y, Yu K, Hou W, Li J, Peng J, Tian Z, Zhu L, Peng H, Wang D, Zhang Z. A pan-cancer single-cell panorama of human natural killer cells. Cell. 2023;186(19):4235-4251.e20.CrossRefPubMed Tang F, Li J, Qi L, Liu D, Bo Y, Qin S, Miao Y, Yu K, Hou W, Li J, Peng J, Tian Z, Zhu L, Peng H, Wang D, Zhang Z. A pan-cancer single-cell panorama of human natural killer cells. Cell. 2023;186(19):4235-4251.e20.CrossRefPubMed
6.
go back to reference Chu Y, Dai E, Li Y, Han G, Pei G, Ingram DR, Thakkar K, Qin JJ, Dang M, Le X, Hu C, Deng Q, Sinjab A, Gupta P, Wang R, Hao D, Peng F, Yan X, Liu Y, Song S, Zhang S, Heymach JV, Reuben A, Elamin YY, Pizzi MP, Lu Y, Lazcano R, Hu J, Li M, Curran M, Futreal A, Maitra A, Jazaeri AA, Ajani JA, Swanton C, Cheng XD, Abbas HA, Gillison M, Bhat K, Lazar AJ, Green M, Litchfield K, Kadara H, Yee C, Wang L. Pan-cancer T cell atlas links a cellular stress response state to immunotherapy resistance. Nat Med. 2023;29(6):1550–62.CrossRefPubMed Chu Y, Dai E, Li Y, Han G, Pei G, Ingram DR, Thakkar K, Qin JJ, Dang M, Le X, Hu C, Deng Q, Sinjab A, Gupta P, Wang R, Hao D, Peng F, Yan X, Liu Y, Song S, Zhang S, Heymach JV, Reuben A, Elamin YY, Pizzi MP, Lu Y, Lazcano R, Hu J, Li M, Curran M, Futreal A, Maitra A, Jazaeri AA, Ajani JA, Swanton C, Cheng XD, Abbas HA, Gillison M, Bhat K, Lazar AJ, Green M, Litchfield K, Kadara H, Yee C, Wang L. Pan-cancer T cell atlas links a cellular stress response state to immunotherapy resistance. Nat Med. 2023;29(6):1550–62.CrossRefPubMed
7.
go back to reference Becht E, Giraldo NA, Lacroix L, Buttard B, Elarouci N, Petitprez F, Selves J, Laurent-Puig P, Sautès-Fridman C, Fridman WH, de Reyniès A. Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression. Genome Biol. 2016;17(1):218.CrossRefPubMedPubMedCentral Becht E, Giraldo NA, Lacroix L, Buttard B, Elarouci N, Petitprez F, Selves J, Laurent-Puig P, Sautès-Fridman C, Fridman WH, de Reyniès A. Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression. Genome Biol. 2016;17(1):218.CrossRefPubMedPubMedCentral
8.
go back to reference Wu M, Hanly A, Gibson F, Fisher R, Rogers S, Park K, Zuger A, Kuang K, Kalin JH, Nocco S, Cole M, Xiao A, Agus F, Labadorf A, Beck S, Collard M, Cole PA, Alani RM. The CoREST repressor complex mediates phenotype switching and therapy resistance in melanoma. J Clin Invest. 2024;134(6):e171063.CrossRefPubMedPubMedCentral Wu M, Hanly A, Gibson F, Fisher R, Rogers S, Park K, Zuger A, Kuang K, Kalin JH, Nocco S, Cole M, Xiao A, Agus F, Labadorf A, Beck S, Collard M, Cole PA, Alani RM. The CoREST repressor complex mediates phenotype switching and therapy resistance in melanoma. J Clin Invest. 2024;134(6):e171063.CrossRefPubMedPubMedCentral
9.
go back to reference Ecker V, Brandmeier L, Stumpf M, Giansanti P, Moreira AV, Pfeuffer L, Fens MHAM, Lu J, Kuster B, Engleitner T, Heidegger S, Rad R, Ringshausen I, Zenz T, Wendtner CM, Müschen M, Jellusova J, Ruland J, Buchner M. Negative feedback regulation of MAPK signaling is an important driver of chronic lymphocytic leukemia progression. Cell Rep. 2023;42(10):113017.CrossRefPubMed Ecker V, Brandmeier L, Stumpf M, Giansanti P, Moreira AV, Pfeuffer L, Fens MHAM, Lu J, Kuster B, Engleitner T, Heidegger S, Rad R, Ringshausen I, Zenz T, Wendtner CM, Müschen M, Jellusova J, Ruland J, Buchner M. Negative feedback regulation of MAPK signaling is an important driver of chronic lymphocytic leukemia progression. Cell Rep. 2023;42(10):113017.CrossRefPubMed
10.
go back to reference Liu Y, Azizian NG, Sullivan DK, Li Y. mTOR inhibition attenuates chemosensitivity through the induction of chemotherapy resistant persisters. Nat Commun. 2022;13(1):7047.CrossRefPubMedPubMedCentral Liu Y, Azizian NG, Sullivan DK, Li Y. mTOR inhibition attenuates chemosensitivity through the induction of chemotherapy resistant persisters. Nat Commun. 2022;13(1):7047.CrossRefPubMedPubMedCentral
11.
go back to reference Adzibolosu N, Alvero AB, Ali-Fehmi R, Gogoi R, Corey L, Tedja R, Chehade H, Gogoi V, Morris R, Anderson M, Vitko J, Lam C, Craig DB, Draghici S, Rutherford T, Mor G. Immunological modifications following chemotherapy are associated with delayed recurrence of ovarian cancer. Front Immunol. 2023;26(14):1204148.CrossRef Adzibolosu N, Alvero AB, Ali-Fehmi R, Gogoi R, Corey L, Tedja R, Chehade H, Gogoi V, Morris R, Anderson M, Vitko J, Lam C, Craig DB, Draghici S, Rutherford T, Mor G. Immunological modifications following chemotherapy are associated with delayed recurrence of ovarian cancer. Front Immunol. 2023;26(14):1204148.CrossRef
12.
go back to reference Alderdice M, Richman SD, Gollins S, Stewart JP, Hurt C, Adams R, McCorry AM, Roddy AC, Vimalachandran D, Isella C, Medico E, Maughan T, McArt DG, Lawler M, Dunne PD. Prospective patient stratification into robust cancer-cell intrinsic subtypes from colorectal cancer biopsies. J Pathol. 2018;245(1):19–28.CrossRefPubMedPubMedCentral Alderdice M, Richman SD, Gollins S, Stewart JP, Hurt C, Adams R, McCorry AM, Roddy AC, Vimalachandran D, Isella C, Medico E, Maughan T, McArt DG, Lawler M, Dunne PD. Prospective patient stratification into robust cancer-cell intrinsic subtypes from colorectal cancer biopsies. J Pathol. 2018;245(1):19–28.CrossRefPubMedPubMedCentral
Metadata
Title
Pan-cancer transcriptional atlas of minimal residual disease links DUSP1 to chemotherapy persistence
Authors
Yuanhui Liu
Bi Peng
Ziqi Chen
Yimin Shen
Jingmin Zhang
Xianglin Yuan
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Experimental Hematology & Oncology / Issue 1/2024
Electronic ISSN: 2162-3619
DOI
https://doi.org/10.1186/s40164-024-00509-3

Other articles of this Issue 1/2024

Experimental Hematology & Oncology 1/2024 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine