IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-50910-z.html
   My bibliography  Save this article

Super enhancer acquisition drives expression of oncogenic PPP1R15B that regulates protein homeostasis in multiple myeloma

Author

Listed:
  • Sinan Xiong

    (National University of Singapore
    National University of Singapore)

  • Jianbiao Zhou

    (National University of Singapore
    National University of Singapore
    National University of Singapore)

  • Tze King Tan

    (National University of Singapore)

  • Tae-Hoon Chung

    (National University of Singapore)

  • Tuan Zea Tan

    (National University of Singapore)

  • Sabrina Hui-Min Toh

    (National University of Singapore)

  • Nicole Xin Ning Tang

    (National University of Singapore)

  • Yunlu Jia

    (Zhejiang University)

  • Yi Xiang See

    (National University of Singapore)

  • Melissa Jane Fullwood

    (National University of Singapore
    National University of Singapore
    Nanyang Technological University
    Agency for Science, Technology and Research)

  • Takaomi Sanda

    (National University of Singapore
    National University of Singapore)

  • Wee-Joo Chng

    (National University of Singapore
    National University of Singapore
    National University of Singapore
    National University Health System (NUHS))

Abstract

Multiple myeloma is a hematological malignancy arising from immunoglobulin-secreting plasma cells. It remains poorly understood how chromatin rewiring of regulatory elements contributes to tumorigenesis and therapy resistance in myeloma. Here we generate a high-resolution contact map of myeloma-associated super-enhancers by integrating H3K27ac ChIP-seq and HiChIP from myeloma cell lines, patient-derived myeloma cells and normal plasma cells. Our comprehensive transcriptomic and phenomic analyses prioritize candidate genes with biological and clinical implications in myeloma. We show that myeloma cells frequently acquire SE that transcriptionally activate an oncogene PPP1R15B, which encodes a regulatory subunit of the holophosphatase complex that dephosphorylates translation initiation factor eIF2α. Epigenetic silencing or knockdown of PPP1R15B activates pro-apoptotic eIF2α-ATF4-CHOP pathway, while inhibiting protein synthesis and immunoglobulin production. Pharmacological inhibition of PPP1R15B using Raphin1 potentiates the anti-myeloma effect of bortezomib. Our study reveals that myeloma cells are vulnerable to perturbation of PPP1R15B-dependent protein homeostasis, highlighting a promising therapeutic strategy.

Suggested Citation

  • Sinan Xiong & Jianbiao Zhou & Tze King Tan & Tae-Hoon Chung & Tuan Zea Tan & Sabrina Hui-Min Toh & Nicole Xin Ning Tang & Yunlu Jia & Yi Xiang See & Melissa Jane Fullwood & Takaomi Sanda & Wee-Joo Chn, 2024. "Super enhancer acquisition drives expression of oncogenic PPP1R15B that regulates protein homeostasis in multiple myeloma," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50910-z
    DOI: 10.1038/s41467-024-50910-z
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-50910-z
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-50910-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Miao Wang & Randal J. Kaufman, 2016. "Protein misfolding in the endoplasmic reticulum as a conduit to human disease," Nature, Nature, vol. 529(7586), pages 326-335, January.
    2. Valentina Gandin & Laia Masvidal & Marie Cargnello & Laszlo Gyenis & Shannon McLaughlan & Yutian Cai & Clara Tenkerian & Masahiro Morita & Preetika Balanathan & Olivier Jean-Jean & Vuk Stambolic & Mat, 2016. "mTORC1 and CK2 coordinate ternary and eIF4F complex assembly," Nature Communications, Nature, vol. 7(1), pages 1-15, September.
    3. Arthur L. Shaffer & N. C. Tolga Emre & Laurence Lamy & Vu N. Ngo & George Wright & Wenming Xiao & John Powell & Sandeep Dave & Xin Yu & Hong Zhao & Yuxin Zeng & Bangzheng Chen & Joshua Epstein & Louis, 2008. "IRF4 addiction in multiple myeloma," Nature, Nature, vol. 454(7201), pages 226-231, July.
    4. Christopher D. Go & James D. R. Knight & Archita Rajasekharan & Bhavisha Rathod & Geoffrey G. Hesketh & Kento T. Abe & Ji-Young Youn & Payman Samavarchi-Tehrani & Hui Zhang & Lucie Y. Zhu & Evelyn Pop, 2021. "A proximity-dependent biotinylation map of a human cell," Nature, Nature, vol. 595(7865), pages 120-124, July.
    5. Chong Wang & Luyao Zhang & Liangru Ke & Weiyue Ding & Sizun Jiang & Difei Li & Yohei Narita & Isabella Hou & Jun Liang & Shijun Li & Haipeng Xiao & Eva Gottwein & Kenneth M. Kaye & Mingxiang Teng & Bo, 2020. "Primary effusion lymphoma enhancer connectome links super-enhancers to dependency factors," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    6. Jialiang Huang & Kailong Li & Wenqing Cai & Xin Liu & Yuannyu Zhang & Stuart H. Orkin & Jian Xu & Guo-Cheng Yuan, 2018. "Dissecting super-enhancer hierarchy based on chromatin interactions," Nature Communications, Nature, vol. 9(1), pages 1-12, December.
    7. Jaime Alvarez-Benayas & Nikolaos Trasanidis & Alexia Katsarou & Kanagaraju Ponnusamy & Aristeidis Chaidos & Philippa C. May & Xiaolin Xiao & Marco Bua & Maria Atta & Irene A. G. Roberts & Holger W. Au, 2021. "Chromatin-based, in cis and in trans regulatory rewiring underpins distinct oncogenic transcriptomes in multiple myeloma," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    8. Smyth Gordon K, 2004. "Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 3(1), pages 1-28, February.
    9. Michael A. Chapman & Michael S. Lawrence & Jonathan J. Keats & Kristian Cibulskis & Carrie Sougnez & Anna C. Schinzel & Christina L. Harview & Jean-Philippe Brunet & Gregory J. Ahmann & Mazhar Adli & , 2011. "Initial genome sequencing and analysis of multiple myeloma," Nature, Nature, vol. 471(7339), pages 467-472, March.
    10. Brian T. Gaudette & Derek D. Jones & Alexandra Bortnick & Yair Argon & David Allman, 2020. "mTORC1 coordinates an immediate unfolded protein response-related transcriptome in activated B cells preceding antibody secretion," Nature Communications, Nature, vol. 11(1), pages 1-16, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yandan Yang & Arnold Bolomsky & Thomas Oellerich & Ping Chen & Michele Ceribelli & Björn Häupl & George W. Wright & James D. Phelan & Da Wei Huang & James W. Lord & Callie K. Winkle & Xin Yu & Jan Wis, 2022. "Oncogenic RAS commandeers amino acid sensing machinery to aberrantly activate mTORC1 in multiple myeloma," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    2. Aaron C Ericsson & J Wade Davis & William Spollen & Nathan Bivens & Scott Givan & Catherine E Hagan & Mark McIntosh & Craig L Franklin, 2015. "Effects of Vendor and Genetic Background on the Composition of the Fecal Microbiota of Inbred Mice," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-19, February.
    3. Hossain, Ahmed & Beyene, Joseph & Willan, Andrew R. & Hu, Pingzhao, 2009. "A flexible approximate likelihood ratio test for detecting differential expression in microarray data," Computational Statistics & Data Analysis, Elsevier, vol. 53(10), pages 3685-3695, August.
    4. Xiaohong Li & Guy N Brock & Eric C Rouchka & Nigel G F Cooper & Dongfeng Wu & Timothy E O’Toole & Ryan S Gill & Abdallah M Eteleeb & Liz O’Brien & Shesh N Rai, 2017. "A comparison of per sample global scaling and per gene normalization methods for differential expression analysis of RNA-seq data," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-22, May.
    5. Jasjot Singh & Hadeer Elhabashy & Pathma Muthukottiappan & Markus Stepath & Martin Eisenacher & Oliver Kohlbacher & Volkmar Gieselmann & Dominic Winter, 2022. "Cross-linking of the endolysosomal system reveals potential flotillin structures and cargo," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    6. Kerr Kathleen F., 2012. "Optimality Criteria for the Design of 2-Color Microarray Studies," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 11(1), pages 1-9, January.
    7. Ambroise Jérôme & Bearzatto Bertrand & Robert Annie & Macq Benoit & Gala Jean-Luc, 2012. "Combining Multiple Laser Scans of Spotted Microarrays by Means of a Two-Way ANOVA Model," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 11(3), pages 1-20, February.
    8. J. McClatchy & R. Strogantsev & E. Wolfe & H. Y. Lin & M. Mohammadhosseini & B. A. Davis & C. Eden & D. Goldman & W. H. Fleming & P. Conley & G. Wu & L. Cimmino & H. Mohammed & A. Agarwal, 2023. "Clonal hematopoiesis related TET2 loss-of-function impedes IL1β-mediated epigenetic reprogramming in hematopoietic stem and progenitor cells," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    9. Valentina Gandin & Brian P. English & Melanie Freeman & Louis-Philippe Leroux & Stephan Preibisch & Deepika Walpita & Maritza Jaramillo & Robert H. Singer, 2022. "Cap-dependent translation initiation monitored in living cells," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    10. Alexandra Gyurdieva & Stefan Zajic & Ya-Fang Chang & E. Andres Houseman & Shan Zhong & Jaegil Kim & Michael Nathenson & Thomas Faitg & Mary Woessner & David C. Turner & Aisha N. Hasan & John Glod & Ro, 2022. "Biomarker correlates with response to NY-ESO-1 TCR T cells in patients with synovial sarcoma," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    11. Matvei Khoroshkin & Andrey Buyan & Martin Dodel & Albertas Navickas & Johnny Yu & Fathima Trejo & Anthony Doty & Rithvik Baratam & Shaopu Zhou & Sean B. Lee & Tanvi Joshi & Kristle Garcia & Benedict C, 2024. "Systematic identification of post-transcriptional regulatory modules," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    12. Sora Yoon & Seon-Young Kim & Dougu Nam, 2016. "Improving Gene-Set Enrichment Analysis of RNA-Seq Data with Small Replicates," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-16, November.
    13. Yu Lianbo & Gulati Parul & Fernandez Soledad & Pennell Michael & Kirschner Lawrence & Jarjoura David, 2011. "Fully Moderated T-statistic for Small Sample Size Gene Expression Arrays," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 10(1), pages 1-22, September.
    14. Julian Petersen & Lukas Englmaier & Artem V. Artemov & Irina Poverennaya & Ruba Mahmoud & Thibault Bouderlique & Marketa Tesarova & Ruslan Deviatiiarov & Anett Szilvásy-Szabó & Evgeny E. Akkuratov & D, 2023. "A previously uncharacterized Factor Associated with Metabolism and Energy (FAME/C14orf105/CCDC198/1700011H14Rik) is related to evolutionary adaptation, energy balance, and kidney physiology," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    15. Chaofeng Yuan & Wensheng Zhu & Xuming He & Jianhua Guo, 2019. "A mixture factor model with applications to microarray data," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 28(1), pages 60-76, March.
    16. Nan Li & Matthew N. McCall & Zhijin Wu, 2017. "Establishing Informative Prior for Gene Expression Variance from Public Databases," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 9(1), pages 160-177, June.
    17. Brian Caffo & Liu Dongmei & Giovanni Parmigiani, 2004. "Power Conjugate Multilevel Models with Applications to Genomics," Johns Hopkins University Dept. of Biostatistics Working Paper Series 1062, Berkeley Electronic Press.
    18. Nott, David J. & Yu, Zeming & Chan, Eva & Cotsapas, Chris & Cowley, Mark J. & Pulvers, Jeremy & Williams, Rohan & Little, Peter, 2007. "Hierarchical Bayes variable selection and microarray experiments," Journal of Multivariate Analysis, Elsevier, vol. 98(4), pages 852-872, April.
    19. Donghua Hu & Min Tan & Dongliang Lu & Brian Kleiboeker & Xuejing Liu & Hongsuk Park & Alexxai V. Kravitz & Kooresh I. Shoghi & Yu-Hua Tseng & Babak Razani & Akihiro Ikeda & Irfan J. Lodhi, 2023. "TMEM135 links peroxisomes to the regulation of brown fat mitochondrial fission and energy homeostasis," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    20. Santu Ghosh & Alan M. Polansky, 2022. "Large-Scale Simultaneous Testing Using Kernel Density Estimation," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 84(2), pages 808-843, August.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50910-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.