1
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Tsukahara T, Kethireddy S, Bonefas KM, Chen A, Sutton BLM, Bandow K, Dou Y, Iwase S, Sutton MA. Division of labor among H3K4 methyltransferases defines distinct facets of homeostatic plasticity. Cell Rep 2025; 44:115746. [PMID: 40402740 DOI: 10.1016/j.celrep.2025.115746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/27/2024] [Accepted: 05/06/2025] [Indexed: 05/24/2025] Open
Abstract
Heterozygous mutations in any of the six H3K4 methyltransferases (KMT2s) result in monogenic neurodevelopmental disorders, indicating non-redundant yet poorly understood roles of this enzyme family in neurodevelopment. However, the specific cellular role of KMT2 enzymes in the brain remains poorly understood, owing to the clear non-catalytic functions of each family member and the potential for functional redundancy in installing H3K4 methylation (H3K4me). Here, we identify an instructive role for H3K4me in controlling synapse function and a division of labor among the six KMT2 enzymes in regulating homeostatic synaptic scaling. Using RNAi screening, conditional genetics, small-molecule inhibitors, and transcriptional profiling, our data reveal that individual KMT2 enzymes have unique roles and operate in specific phases to control distinct facets of homeostatic scaling. Together, our results suggest that the expansion of this enzyme family in mammals is key to coupling fine-tuned gene expression changes to adaptive modifications of synaptic function.
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Affiliation(s)
- Takao Tsukahara
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA; Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI, USA; Meikai University School of Dentistry, Department of Oral Biology and Tissue Engineering, Division of Biochemistry, Sakado, Saitama 350-0283, Japan
| | - Saini Kethireddy
- College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, MI 48109, USA
| | - Katherine M Bonefas
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alex Chen
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI 48109, USA
| | - Brendan L M Sutton
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kenjiro Bandow
- Meikai University School of Dentistry, Department of Oral Biology and Tissue Engineering, Division of Biochemistry, Sakado, Saitama 350-0283, Japan
| | - Yali Dou
- Department of Medicine and Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Shigeki Iwase
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Michael A Sutton
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI, USA.
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2
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Li Z, Fei J. NDF/GLYR1 Promotes RNA Polymerase II Processivity via Pol II Binding and Nucleosome Destabilization. Int J Mol Sci 2025; 26:4874. [PMID: 40430013 PMCID: PMC12112590 DOI: 10.3390/ijms26104874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2025] [Revised: 05/06/2025] [Accepted: 05/14/2025] [Indexed: 05/29/2025] Open
Abstract
The Nucleosome Destabilizing Factor (NDF) facilitates transcription through chromatin, but its precise mechanism remains incompletely understood. Here, we identify a critical region (amino acids 140-160) within NDF that specifically interacts with phosphorylated RPB1, the largest subunit of elongating RNA Polymerase II (Pol II). Mutations in this region disrupt Pol II interaction and impair Pol II elongation both in vitro and in cells, yet do not affect NDF's ability to destabilize nucleosomes, establishing a functional separation between these two activities. Cellular studies reveal that NDF knockout cells display faster Pol II elongation rates but produce fewer nascent transcripts, demonstrating NDF's primary role in maintaining transcriptional processivity throughout gene bodies. Our findings demonstrate that NDF uses distinct mechanisms to ensure productive transcription elongation rather than simply enhancing elongation speed, offering new insights into how transcription efficiency is maintained in chromatin.
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Affiliation(s)
- Ziwei Li
- Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, NJ 08854, USA;
| | - Jia Fei
- Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, NJ 08854, USA;
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA
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3
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Tomuro K, Iwasaki S. Advances in ribosome profiling technologies. Biochem Soc Trans 2025:BST20253061. [PMID: 40380882 DOI: 10.1042/bst20253061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2025] [Accepted: 04/30/2025] [Indexed: 05/19/2025]
Abstract
Ribosome profiling (or Ribo-seq) has emerged as a powerful approach for revealing the regulatory mechanisms of protein synthesis, on the basis of deep sequencing of ribosome footprints. Recent innovations in Ribo-seq technologies have significantly enhanced their sensitivity, specificity, and resolution. In this review, we outline emerging Ribo-seq derivatives that overcome barriers in low inputs, rRNA contamination, data calibration, and single-cell applications. These advances enable detailed insights into translational control across diverse biological contexts.
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Affiliation(s)
- Kotaro Tomuro
- RNA Systems Biochemistry Laboratory, Pioneering Research Institute, RIKEN, Wako, Saitama 351-0198, Japan
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-8561, Japan
| | - Shintaro Iwasaki
- RNA Systems Biochemistry Laboratory, Pioneering Research Institute, RIKEN, Wako, Saitama 351-0198, Japan
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba 277-8561, Japan
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4
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Panthi A, Lynch KW. RNA processing in innate immunity: regulation by RNA-binding proteins. Trends Biochem Sci 2025:S0968-0004(25)00101-X. [PMID: 40379525 DOI: 10.1016/j.tibs.2025.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2025] [Revised: 04/07/2025] [Accepted: 04/22/2025] [Indexed: 05/19/2025]
Abstract
RNA processing is an important but often overlooked process in determining protein expression. Alternative polyadenylation and regulated mRNA stability control the amount and duration of protein expression, while alternative splicing also controls protein identity and function. Much work in innate immunity has focused on the activation of transcription factors and the downstream consequences in gene expression. However, there is increasing evidence indicating that regulation of RNA processing by RNA-binding proteins (RBPs) contributes significantly to tuning the innate immune response. Herein we review work highlighting the impact of RNA processing in innate immunity and describe the RBPs and mechanisms driving this regulation. We conclude with a discussion of unanswered questions to motivate continued research in this important and understudied field.
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Affiliation(s)
- Asmita Panthi
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Pharmacology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kristen W Lynch
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Pharmacology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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5
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Samanta S, Roy J, Debnath B, Ljungman M, Neamati N. PSP205, a Novel Phenyl Sulfonyl Piperidine, Induces Apoptotic Cell Death in Colon Cancer by Modulating Coat Protein Complex-Mediated Vesicle Trafficking. ACS Pharmacol Transl Sci 2025; 8:1072-1086. [PMID: 40242573 PMCID: PMC11997887 DOI: 10.1021/acsptsci.4c00617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 12/20/2024] [Accepted: 12/26/2024] [Indexed: 04/18/2025]
Abstract
The endoplasmic reticulum (ER) stress and autophagic pathways offer attractive targets for the development of new cancer drugs. Here, we identified a novel phenyl sulfonyl piperidine, PSP205, that induces prolonged ER-stress-mediated autophagy and apoptosis in colon cancer cells. Transcriptome analysis of cells exposed to PSP205 unveiled transcriptional upregulation of genes associated with the ER stress response or unfolded protein response (UPR), in addition to vesicle transport. Among the top upregulated genes, DNAJB9, XBP1, PDIA4, HSPA5, SEC24D, and SEC11C are implicated in ER stress. Gene set enrichment analysis revealed the enrichment of gene sets involved in the UPR, mTORC1 signaling, hypoxia, the P53 pathway, apoptosis, and the ER-Golgi-vesicle-mediated transport pathway. Mechanistic studies showed that PSP205 acts on the IRE1-TRAF2-JNK pathway to modulate autophagic flux, leading to macroautophagy, ER-phagy, and deformation of Golgi. Our study also demonstrated that PSP205 decreases the expression of the COPI coat complex subunit beta 2 (COPB2) in the presence of COPB2 siRNA. Furthermore, PSP205 synergistically killed colon cancer cells in combination with proteasome and topoisomerase inhibitors. Cumulatively, our findings suggest that PSP205 targets cancer cells via a novel mechanism, specifically by decreasing the level of COPB2, which has not been extensively studied in the context of cancer therapy development and warrants further investigation.
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Affiliation(s)
- Soma Samanta
- Department
of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Joyeeta Roy
- Department
of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Bikash Debnath
- Department
of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Mats Ljungman
- Department
of Radiation Oncology, Rogel Cancer Center, and Center for RNA Biomedicine, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Nouri Neamati
- Department
of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
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6
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Tani H. Metabolic labeling of RNA using ribonucleoside analogs enables the evaluation of RNA synthesis and degradation rates. ANAL SCI 2025; 41:345-351. [PMID: 39699752 DOI: 10.1007/s44211-024-00704-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 12/09/2024] [Indexed: 12/20/2024]
Abstract
Long noncoding RNAs (lncRNAs) are transcripts exceeding 200 nucleotides that do not encode proteins. Despite lacking protein-coding capabilities, lncRNAs play crucial roles in cellular processes, including gene-expression modulation and structural maintenance. The study of lncRNAs has evolved significantly since 2009, with advancements in analytical methodologies providing new insights into their functions and dynamics. Key developments include BRIC-Seq, SLAM-Seq, TUC-Seq, TimeLapse-seq, and Dyrec-Seq. These methodologies have enabled researchers to investigate lncRNA behavior under various conditions, including cellular stress responses and complex biologic systems. Future challenges include developing comprehensive techniques for identifying lncRNA-interacting proteins and advancing in vivo methodologies using model organisms. As the field progresses, integrating these technologies will enhance our understanding of lncRNA biology, potentially leading to novel therapeutic strategies and deeper insights into gene-regulation mechanisms.
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Affiliation(s)
- Hidenori Tani
- Department of Health Pharmacy, Yokohama University of Pharmacy, 601 Matano, Totsuka, Yokohama, 245-0066, Japan.
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7
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Lyu J, Chen C. Transcriptome and Temporal Transcriptome Analyses in Single Cells. Int J Mol Sci 2024; 25:12845. [PMID: 39684556 DOI: 10.3390/ijms252312845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 11/21/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
Transcriptome analysis in single cells, enabled by single-cell RNA sequencing, has become a prevalent approach in biomedical research, ranging from investigations of gene regulation to the characterization of tissue organization. Over the past decade, advances in single-cell RNA sequencing technology, including its underlying chemistry, have significantly enhanced its performance, marking notable improvements in methodology. A recent development in the field, which integrates RNA metabolic labeling with single-cell RNA sequencing, has enabled the profiling of temporal transcriptomes in individual cells, offering new insights into dynamic biological processes involving RNA kinetics and cell fate determination. In this review, we explore the chemical principles and design improvements that have enhanced single-molecule capture efficiency, improved RNA quantification accuracy, and increased cellular throughput in single-cell transcriptome analysis. We also illustrate the concept of RNA metabolic labeling for detecting newly synthesized transcripts and summarize recent advancements that enable single-cell temporal transcriptome analysis. Additionally, we examine data analysis strategies for the precise quantification of newly synthesized transcripts and highlight key applications of transcriptome and temporal transcriptome analyses in single cells.
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Affiliation(s)
- Jun Lyu
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Chongyi Chen
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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8
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Xu Z, Asakawa S. The Definition of RNA Age Related to RNA Sequence Changes. WILEY INTERDISCIPLINARY REVIEWS. RNA 2024; 15:e1876. [PMID: 39628136 DOI: 10.1002/wrna.1876] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/27/2024] [Accepted: 11/06/2024] [Indexed: 04/10/2025]
Abstract
Ribonucleic acid (RNA) undergoes dynamic changes in its structure and function under various intracellular and extracellular conditions over time. However, there is a lack of research on the concept of the RNA age to describe its diverse fates. This study proposes a definition of RNA age to address this issue. RNA age was defined as a sequence of numbers wherein the elements in the sequence were the nucleotide ages of the ribonucleotide residues in the RNA. Mean nucleotide age was used to represent RNA age. This definition describes the temporal properties of RNAs that have undergone diverse life histories and reflects the dynamic state of each ribonucleotide residue, which can be expressed mathematically. Notably, events (including base insertions, base deletions, and base substitutions) are likely to cause RNA to become younger or older when using mean nucleotide ages to represent the RNA age. Although information, including the presence of added markers in RNA, chemical modification structure of the RNA, and the excision of introns in the mRNA in cells, may provide a basis for identifying RNA age, little is known about determining the RNA age of extracellular RNA in the wild. Nonetheless, we believe that RNA age has an important relationship with the diverse biological properties of RNA under intracellular and extracellular conditions. Therefore, our proposed definition of RNA age offers new perspectives for studying dynamic changes in RNA function, RNA aging, ancient RNA, environmental RNA, and the ages of other biomolecules.
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Affiliation(s)
- Zhongneng Xu
- Department of Ecology, Jinan University, Guangzhou, China
- Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, Tokyo, Japan
| | - Shuichi Asakawa
- Department of Aquatic Bioscience, Graduate School of Agricultural and Life Science, The University of Tokyo, Tokyo, Japan
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9
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Blaize JL, Garzon JLN, Howlett NG. FANCD2 genome binding is nonrandom and is enriched at large transcriptionally active neural genes prone to copy number variation. Funct Integr Genomics 2024; 24:180. [PMID: 39365306 PMCID: PMC11452531 DOI: 10.1007/s10142-024-01453-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/01/2024] [Accepted: 09/10/2024] [Indexed: 10/05/2024]
Abstract
Fanconi anemia (FA) is a rare genetic disease characterized by congenital abnormalities and increased risk for bone marrow failure and cancer. Central nervous system defects, including acute and irreversible loss of neurological function and white matter lesions with calcifications, have become increasingly recognized among FA patients, and are collectively referred to as Fanconi Anemia Neurological Syndrome or FANS. The molecular etiology of FANS is poorly understood. In this study, we have used a functional integrative genomics approach to further define the function of the FANCD2 protein and FA pathway. Combined analysis of new and existing FANCD2 ChIP-seq datasets demonstrates that FANCD2 binds nonrandomly throughout the genome with binding enriched at transcription start sites and in broad regions spanning protein-coding gene bodies. FANCD2 demonstrates a strong preference for large neural genes involved in neuronal differentiation, synapse function, and cell adhesion, with many of these genes implicated in neurodevelopmental and neuropsychiatric disorders. Furthermore, FANCD2 binds to regions of the genome that replicate late, undergo mitotic DNA synthesis (MiDAS) under conditions of replication stress, and are hotspots for copy number variation. Our analysis describes an important targeted role for FANCD2 and the FA pathway in the maintenance of large neural gene stability.
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Affiliation(s)
- Justin L Blaize
- Department of Cell and Molecular Biology, University of Rhode Island, 379 Center for Biotechnology and Life Sciences, 120 Flagg Road, Kingston, RI, USA
| | - Jada Lauren N Garzon
- Department of Cell and Molecular Biology, University of Rhode Island, 379 Center for Biotechnology and Life Sciences, 120 Flagg Road, Kingston, RI, USA
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Niall G Howlett
- Department of Cell and Molecular Biology, University of Rhode Island, 379 Center for Biotechnology and Life Sciences, 120 Flagg Road, Kingston, RI, USA.
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10
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Tomuro K, Mito M, Toh H, Kawamoto N, Miyake T, Chow SYA, Doi M, Ikeuchi Y, Shichino Y, Iwasaki S. Calibrated ribosome profiling assesses the dynamics of ribosomal flux on transcripts. Nat Commun 2024; 15:7061. [PMID: 39187487 PMCID: PMC11347596 DOI: 10.1038/s41467-024-51258-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Accepted: 08/02/2024] [Indexed: 08/28/2024] Open
Abstract
Ribosome profiling, which is based on deep sequencing of ribosome footprints, has served as a powerful tool for elucidating the regulatory mechanism of protein synthesis. However, the current method has substantial issues: contamination by rRNAs and the lack of appropriate methods to measure ribosome numbers in transcripts. Here, we overcome these hurdles through the development of "Ribo-FilterOut", which is based on the separation of footprints from ribosome subunits by ultrafiltration, and "Ribo-Calibration", which relies on external spike-ins of stoichiometrically defined mRNA-ribosome complexes. A combination of these approaches estimates the number of ribosomes on a transcript, the translation initiation rate, and the overall number of translation events before its decay, all in a genome-wide manner. Moreover, our method reveals the allocation of ribosomes under heat shock stress, during aging, and across cell types. Our strategy of modified ribosome profiling measures kinetic and stoichiometric parameters of cellular translation across the transcriptome.
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Grants
- JP20H05784 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP24H02307 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP20H05782 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP24H02306 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP20H05786 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP24H02307 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP21H05734 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP23H04268 Ministry of Education, Culture, Sports, Science and Technology (MEXT)
- JP20gm1410001 Japan Agency for Medical Research and Development (AMED)
- JP20gm1410001 Japan Agency for Medical Research and Development (AMED)
- JP23gm6910005 Japan Agency for Medical Research and Development (AMED)
- JP22fk0108570 Japan Agency for Medical Research and Development (AMED)
- JP23H02415 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP23H00095 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP21K15023 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP23K05648 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP22K20765 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP23K14173 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP23KJ2178 MEXT | Japan Society for the Promotion of Science (JSPS)
- JP23KJ2175 MEXT | Japan Society for the Promotion of Science (JSPS)
- Pioneering Project MEXT | RIKEN
- RIKEN TRIP initiative "TRIP-AGIS" MEXT | RIKEN
- Pioneering Project MEXT | RIKEN
- JPMJBS2418 MEXT | Japan Science and Technology Agency (JST)
- JPMJFR226F MEXT | Japan Science and Technology Agency (JST)
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Affiliation(s)
- Kotaro Tomuro
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, 277-8561, Japan
| | - Mari Mito
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
| | - Hirotaka Toh
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
| | - Naohiro Kawamoto
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
| | - Takahito Miyake
- Department of Systems Biology, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyō-ku, Kyoto, 606-8501, Japan
| | - Siu Yu A Chow
- Institute of Industrial Science, The University of Tokyo, Meguro-ku, Tokyo, 153-8505, Japan
| | - Masao Doi
- Department of Systems Biology, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyō-ku, Kyoto, 606-8501, Japan
| | - Yoshiho Ikeuchi
- Institute of Industrial Science, The University of Tokyo, Meguro-ku, Tokyo, 153-8505, Japan
- Department of Chemistry and Biotechnology, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, 113-0033, Japan
- Institute for AI and Beyond, The University of Tokyo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Yuichi Shichino
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan.
| | - Shintaro Iwasaki
- RNA Systems Biochemistry Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan.
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, 277-8561, Japan.
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11
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Mittal P, Myers JA, Carter RD, Radko-Juettner S, Malone HA, Rosikiewicz W, Robertson AN, Zhu Z, Narayanan IV, Hansen BS, Parrish M, Bhanu NV, Mobley RJ, Rehg JE, Xu B, Drosos Y, Pruett-Miller SM, Ljungman M, Garcia BA, Wu G, Partridge JF, Roberts CWM. PHF6 cooperates with SWI/SNF complexes to facilitate transcriptional progression. Nat Commun 2024; 15:7303. [PMID: 39181868 PMCID: PMC11344777 DOI: 10.1038/s41467-024-51566-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 08/07/2024] [Indexed: 08/27/2024] Open
Abstract
Genes encoding subunits of SWI/SNF (BAF) chromatin remodeling complexes are mutated in nearly 25% of cancers. To gain insight into the mechanisms by which SWI/SNF mutations drive cancer, we contributed ten rhabdoid tumor (RT) cell lines mutant for SWI/SNF subunit SMARCB1 to a genome-scale CRISPR-Cas9 depletion screen performed across 896 cell lines. We identify PHF6 as specifically essential for RT cell survival and demonstrate that dependency on Phf6 extends to Smarcb1-deficient cancers in vivo. As mutations in either SWI/SNF or PHF6 can cause the neurodevelopmental disorder Coffin-Siris syndrome, our findings of a dependency suggest a previously unrecognized functional link. We demonstrate that PHF6 co-localizes with SWI/SNF complexes at promoters, where it is essential for maintenance of an active chromatin state. We show that in the absence of SMARCB1, PHF6 loss disrupts the recruitment and stability of residual SWI/SNF complex members, collectively resulting in the loss of active chromatin at promoters and stalling of RNA Polymerase II progression. Our work establishes a mechanistic basis for the shared syndromic features of SWI/SNF and PHF6 mutations in CSS and the basis for selective dependency on PHF6 in SMARCB1-mutant cancers.
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Affiliation(s)
- Priya Mittal
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jacquelyn A Myers
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Raymond D Carter
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sandi Radko-Juettner
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
- St. Jude Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hayden A Malone
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
- St. Jude Graduate School of Biomedical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wojciech Rosikiewicz
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Alexis N Robertson
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhexin Zhu
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ishwarya V Narayanan
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI, USA
| | - Baranda S Hansen
- Center for Advanced Genome Engineering, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Meadow Parrish
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Natarajan V Bhanu
- Department of Biochemistry and Biophysics, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert J Mobley
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jerold E Rehg
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Beisi Xu
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yiannis Drosos
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Shondra M Pruett-Miller
- Center for Advanced Genome Engineering, Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mats Ljungman
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI, USA
| | - Benjamin A Garcia
- Department of Biochemistry and Biophysics, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gang Wu
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Janet F Partridge
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles W M Roberts
- Division of Molecular Oncology, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA.
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12
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Bedi K, Magnuson B, Narayanan IV, McShane A, Ashaka M, Paulsen MT, Wilson TE, Ljungman M. Isoform and pathway-specific regulation of post-transcriptional RNA processing in human cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.12.598705. [PMID: 38915566 PMCID: PMC11195214 DOI: 10.1101/2024.06.12.598705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Steady-state levels of RNA transcripts are controlled by their rates of synthesis and degradation. Here we used nascent RNA Bru-seq and BruChase-seq to profile RNA dynamics across 16 human cell lines as part of ENCODE4 Deeply Profiled Cell Lines collection. We show that RNA turnover dynamics differ widely between transcripts of different genes and between different classes of RNA. Gene set enrichment analysis (GSEA) revealed that transcripts encoding proteins belonging to the same pathway often show similar turnover dynamics. Furthermore, transcript isoforms show distinct dynamics suggesting that RNA turnover is important in regulating mRNA isoform choice. Finally, splicing across newly made transcripts appears to be cooperative with either all or none type splicing. These data sets generated as part of ENCODE4 illustrate the intricate and coordinated regulation of RNA dynamics in controlling gene expression to allow for the precise coordination of cellular functions.
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Affiliation(s)
- Karan Bedi
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
- Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Brian Magnuson
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Pathology and Department of Human Genetics, University of Michigan Medical School, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Ariel McShane
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Program in Cellular and Molecular Biology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mario Ashaka
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michelle T Paulsen
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Thomas E Wilson
- Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Pathology and Department of Human Genetics, University of Michigan Medical School, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mats Ljungman
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
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13
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McShane A, Narayanan IV, Paulsen MT, Ashaka M, Blinkiewicz H, Yang NT, Magnuson B, Bedi K, Wilson TE, Ljungman M. Characterizing nascent transcription patterns of PROMPTs, eRNAs, and readthrough transcripts in the ENCODE4 deeply profiled cell lines. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.09.588612. [PMID: 38645116 PMCID: PMC11030308 DOI: 10.1101/2024.04.09.588612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Arising as co-products of canonical gene expression, transcription-associated lincRNAs, such as promoter upstream transcripts (PROMPTs), enhancer RNAs (eRNAs), and readthrough (RT) transcripts, are often regarded as byproducts of transcription, although they may be important for the expression of nearby genes. We identified regions of nascent expression of these lincRNA in 16 human cell lines using Bru-seq techniques, and found distinctly regulated patterns of PROMPT, eRNA, and RT transcription using the diverse biochemical approaches in the ENCODE4 deeply profiled cell lines collection. Transcription of these lincRNAs was influenced by sequence-specific features and the local or 3D chromatin landscape. However, these sequence and chromatin features do not describe the full spectrum of lincRNA expression variability we identify, highlighting the complexity of their regulation. This may suggest that transcription-associated lincRNAs are not merely byproducts, but rather that the transcript itself, or the act of its transcription, is important for genomic function.
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14
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Sharma M, Barravecchia I, Teis R, Cruz J, Mumby R, Ziemke EK, Espinoza CE, Krishnamoorthy V, Magnuson B, Ljungman M, Koschmann C, Chandra J, Whitehead CE, Sebolt-Leopold JS, Galban S. Targeting DNA Repair and Survival Signaling in Diffuse Intrinsic Pontine Gliomas to Prevent Tumor Recurrence. Mol Cancer Ther 2024; 23:24-34. [PMID: 37723046 PMCID: PMC10762335 DOI: 10.1158/1535-7163.mct-23-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 07/24/2023] [Accepted: 09/15/2023] [Indexed: 09/20/2023]
Abstract
Therapeutic resistance remains a major obstacle to successful clinical management of diffuse intrinsic pontine glioma (DIPG), a high-grade pediatric tumor of the brain stem. In nearly all patients, available therapies fail to prevent progression. Innovative combinatorial therapies that penetrate the blood-brain barrier and lead to long-term control of tumor growth are desperately needed. We identified mechanisms of resistance to radiotherapy, the standard of care for DIPG. On the basis of these findings, we rationally designed a brain-penetrant small molecule, MTX-241F, that is a highly selective inhibitor of EGFR and PI3 kinase family members, including the DNA repair protein DNA-PK. Preliminary studies demonstrated that micromolar levels of this inhibitor can be achieved in murine brain tissue and that MTX-241F exhibits promising single-agent efficacy and radiosensitizing activity in patient-derived DIPG neurospheres. Its physiochemical properties include high exposure in the brain, indicating excellent brain penetrance. Because radiotherapy results in double-strand breaks that are repaired by homologous recombination (HR) and non-homologous DNA end joining (NHEJ), we have tested the combination of MTX-241F with an inhibitor of Ataxia Telangiectasia Mutated to achieve blockade of HR and NHEJ, respectively, with or without radiotherapy. When HR blockers were combined with MTX-241F and radiotherapy, synthetic lethality was observed, providing impetus to explore this combination in clinically relevant models of DIPG. Our data provide proof-of-concept evidence to support advanced development of MTX-241F for the treatment of DIPG. Future studies will be designed to inform rapid clinical translation to ultimately impact patients diagnosed with this devastating disease.
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Affiliation(s)
- Monika Sharma
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Ivana Barravecchia
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Robert Teis
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Jeanette Cruz
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Rachel Mumby
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Elizabeth K. Ziemke
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Carlos E. Espinoza
- Department of Surgery, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Varunkumar Krishnamoorthy
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Brian Magnuson
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Biostatistics, School of Public Health, The University of Michigan, Ann Arbor, Michigan
| | - Mats Ljungman
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiation Oncology, The University of Michigan Medical School, Ann Arbor, Michigan
- Center for RNA Biomedicine, The University of Michigan, Ann Arbor, Michigan
| | - Carl Koschmann
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Pediatrics, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Joya Chandra
- Department of Pediatrics Research, University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher E. Whitehead
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
- MEKanistic Therapeutics, Ann Arbor, Michigan
| | - Judith S. Sebolt-Leopold
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
- MEKanistic Therapeutics, Ann Arbor, Michigan
- Department of Pharmacology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Stefanie Galban
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan
- Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
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15
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Struck EC, Belova T, Hsieh PH, Odeberg JO, Kuijjer ML, Dusart PJ, Butler LM. Global Transcriptome Analysis Reveals Distinct Phases of the Endothelial Response to TNF. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 212:117-129. [PMID: 38019121 PMCID: PMC10733583 DOI: 10.4049/jimmunol.2300419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/19/2023] [Indexed: 11/30/2023]
Abstract
The vascular endothelium acts as a dynamic interface between blood and tissue. TNF-α, a major regulator of inflammation, induces endothelial cell (EC) transcriptional changes, the overall response dynamics of which have not been fully elucidated. In the present study, we conducted an extended time-course analysis of the human EC response to TNF, from 30 min to 72 h. We identified regulated genes and used weighted gene network correlation analysis to decipher coexpression profiles, uncovering two distinct temporal phases: an acute response (between 1 and 4 h) and a later phase (between 12 and 24 h). Sex-based subset analysis revealed that the response was comparable between female and male cells. Several previously uncharacterized genes were strongly regulated during the acute phase, whereas the majority in the later phase were IFN-stimulated genes. A lack of IFN transcription indicated that this IFN-stimulated gene expression was independent of de novo IFN production. We also observed two groups of genes whose transcription was inhibited by TNF: those that resolved toward baseline levels and those that did not. Our study provides insights into the global dynamics of the EC transcriptional response to TNF, highlighting distinct gene expression patterns during the acute and later phases. Data for all coding and noncoding genes is provided on the Web site (http://www.endothelial-response.org/). These findings may be useful in understanding the role of ECs in inflammation and in developing TNF signaling-targeted therapies.
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Affiliation(s)
- Eike C. Struck
- Department of Clinical Medicine, The Arctic University of Norway, Tromsø, Norway
| | - Tatiana Belova
- Centre for Molecular Medicine Norway, Nordic EMBL Partnership, University of Oslo, Oslo, Norway
| | - Ping-Han Hsieh
- Centre for Molecular Medicine Norway, Nordic EMBL Partnership, University of Oslo, Oslo, Norway
| | - Jacob O. Odeberg
- Department of Clinical Medicine, The Arctic University of Norway, Tromsø, Norway
- Science for Life Laboratory, Department of Protein Science, Royal Institute of Technology, Stockholm, Sweden
- The University Hospital of North Norway, Tromsø, Norway
- Coagulation Unit, Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Marieke L. Kuijjer
- Centre for Molecular Medicine Norway, Nordic EMBL Partnership, University of Oslo, Oslo, Norway
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
- Leiden Center for Computational Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Philip J. Dusart
- Science for Life Laboratory, Department of Protein Science, Royal Institute of Technology, Stockholm, Sweden
- Clinical Chemistry and Blood Coagulation Research, Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Lynn M. Butler
- Department of Clinical Medicine, The Arctic University of Norway, Tromsø, Norway
- Science for Life Laboratory, Department of Protein Science, Royal Institute of Technology, Stockholm, Sweden
- Clinical Chemistry and Blood Coagulation Research, Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Clinical Chemistry, Karolinska University Laboratory, Karolinska University Hospital, Stockholm, Sweden
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16
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Melnick AF, Mullin C, Lin K, McCarter AC, Liang S, Liu YE, Wang Q, Jerome NA, Choe E, Kunnath N, Bodanapu G, Akter F, Magnuson B, Kumar S, Lombard DB, Muntean AG, Ljungman M, Sekiguchi J, Ryan RJH, Chiang MY. Cdc73 protects Notch-induced T-cell leukemia cells from DNA damage and mitochondrial stress. Blood 2023; 142:2159-2174. [PMID: 37616559 PMCID: PMC10733839 DOI: 10.1182/blood.2023020144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 07/13/2023] [Accepted: 07/31/2023] [Indexed: 08/26/2023] Open
Abstract
ABSTRACT Activated Notch signaling is highly prevalent in T-cell acute lymphoblastic leukemia (T-ALL), but pan-Notch inhibitors showed excessive toxicity in clinical trials. To find alternative ways to target Notch signals, we investigated cell division cycle 73 (Cdc73), which is a Notch cofactor and key component of the RNA polymerase-associated transcriptional machinery, an emerging target in T-ALL. Although we confirmed previous work that CDC73 interacts with NOTCH1, we also found that the interaction in T-ALL was context-dependent and facilitated by the transcription factor ETS1. Using mouse models, we showed that Cdc73 is important for Notch-induced T-cell development and T-ALL maintenance. Mechanistically, chromatin and nascent gene expression profiling showed that Cdc73 intersects with Ets1 and Notch at chromatin within enhancers to activate expression of known T-ALL oncogenes through its enhancer functions. Cdc73 also intersects with these factors within promoters to activate transcription of genes that are important for DNA repair and oxidative phosphorylation through its gene body functions. Consistently, Cdc73 deletion induced DNA damage and apoptosis and impaired mitochondrial function. The CDC73-induced DNA repair expression program co-opted by NOTCH1 is more highly expressed in T-ALL than in any other cancer. These data suggest that Cdc73 might induce a gene expression program that was eventually intersected and hijacked by oncogenic Notch to augment proliferation and mitigate the genotoxic and metabolic stresses of elevated Notch signaling. Our report supports studying factors such as CDC73 that intersect with Notch to derive a basic scientific understanding on how to combat Notch-dependent cancers without directly targeting the Notch complex.
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Affiliation(s)
- Ashley F. Melnick
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
| | - Carea Mullin
- Division of Hematology-Oncology, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI
| | - Karena Lin
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
| | - Anna C. McCarter
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA
| | - Shannon Liang
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA
| | - Yiran E. Liu
- Cancer Biology Program, Stanford University, Stanford, CA
| | - Qing Wang
- Division of Hematology-Oncology, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI
| | - Nicole A. Jerome
- Cancer Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
| | - Elizabeth Choe
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
| | - Nicholas Kunnath
- Center for Healthcare Outcomes and Policy, University of Michigan School of Medicine, Ann Arbor, MI
| | - Geethika Bodanapu
- School of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Fatema Akter
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University, Stanford, CA
| | - Brian Magnuson
- Michigan Center for Translational Pathology, University of Michigan School of Medicine, Ann Arbor, MI
| | - Surinder Kumar
- Department of Pathology and Laboratory Medicine and Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL
| | - David B. Lombard
- Department of Pathology and Laboratory Medicine and Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL
| | - Andrew G. Muntean
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Mats Ljungman
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Radiology Oncology, University of Michigan School of Medicine, Ann Arbor, MI
| | - JoAnn Sekiguchi
- Cancer Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Human Genetics, University of Michigan School of Medicine, Ann Arbor, MI
| | - Russell J. H. Ryan
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Cancer Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Mark Y. Chiang
- Cellular and Molecular Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
- Division of Hematology-Oncology, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI
- Cancer Biology Program, University of Michigan School of Medicine, Ann Arbor, MI
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17
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Sharma M, Barravecchia I, Magnuson B, Ferris SF, Apfelbaum A, Mbah NE, Cruz J, Krishnamoorthy V, Teis R, Kauss M, Koschmann C, Lyssiotis CA, Ljungman M, Galban S. Histone H3 K27M-mediated regulation of cancer cell stemness and differentiation in diffuse midline glioma. Neoplasia 2023; 44:100931. [PMID: 37647805 PMCID: PMC10474232 DOI: 10.1016/j.neo.2023.100931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 08/22/2023] [Accepted: 08/22/2023] [Indexed: 09/01/2023]
Abstract
Therapeutic resistance remains a major obstacle to preventing progression of H3K27M-altered Diffuse Midline Glioma (DMG). Resistance is driven in part by ALDH-positive cancer stem cells (CSC), with high ALDH1A3 expression observed in H3K27M-mutant DMG biopsies. We hypothesized that ALDH-mediated stemness and resistance may in part be driven by the oncohistone itself. Upon deletion of H3K27M, ALDH1A3 expression decreased dramatically and was accompanied by a gain in astrocytic marker expression and a loss of neurosphere forming potential, indicative of differentiation. Here we show that the oncohistone regulates histone acetylation through ALDH1A3 in a Wnt-dependent manner and that loss of H3K27M expression results in sensitization of DMGs to radiotherapy. The observed elevated Wnt signaling in H3K27M-altered DMG likely stems from a dramatic suppression of mRNA and protein expression of the Wnt inhibitor EYA4 driven by the oncohistone. Thus, our findings identify EYA4 as a bona fide tumor suppressor in DMG that upon suppression, results in aberrant Wnt signaling to orchestrate stemness and differentiation. Future studies will explore whether overexpression of EYA4 in DMG can impede growth and invasion. In summary, we have gained mechanistic insight into H3K27M-mediated regulation of cancer stemness and differentiation, which provides rationale for exploring new therapeutic targets for DMG.
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Affiliation(s)
- Monika Sharma
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Ivana Barravecchia
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Brian Magnuson
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Biostatistics, School of Public Health, The University of Michigan, Ann Arbor, MI 48109, United States
| | - Sarah F Ferris
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - April Apfelbaum
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Nneka E Mbah
- Department of Molecular & Integrative Physiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Jeanette Cruz
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Varunkumar Krishnamoorthy
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Robert Teis
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - McKenzie Kauss
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Carl Koschmann
- Department of Pediatrics, The University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Costas A Lyssiotis
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Molecular & Integrative Physiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan Medical School, Ann Arbor, MI 48109, United States
| | - Mats Ljungman
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiation Oncology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Center for RNA Biomedicine, The University of Michigan, Ann Arbor, MI 48109, United States
| | - Stefanie Galban
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Department of Radiology, The University of Michigan Medical School, Ann Arbor, MI 48109, United States; Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, MI 48109, United States.
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18
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Tsukahara T, Kethireddy S, Bonefas K, Chen A, Sutton BLM, Dou Y, Iwase S, Sutton MA. Division of labor among H3K4 Methyltransferases Defines Distinct Facets of Homeostatic Plasticity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.20.558734. [PMID: 37790395 PMCID: PMC10542164 DOI: 10.1101/2023.09.20.558734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Heterozygous mutations in any of the six H3K4 methyltransferases (KMT2s) result in monogenic neurodevelopmental disorders, indicating nonredundant yet poorly understood roles of this enzyme family in neurodevelopment. Recent evidence suggests that histone methyltransferase activity may not be central to KMT2 functions; however, the enzymatic activity is evolutionarily conserved, implicating the presence of selective pressure to maintain the catalytic activity. Here, we show that H3K4 methylation is dynamically regulated during prolonged alteration of neuronal activity. The perturbation of H3K4me by the H3.3K4M mutant blocks synaptic scaling, a form of homeostatic plasticity that buffers the impact of prolonged reductions or increases in network activity. Unexpectedly, we found that the six individual enzymes are all necessary for synaptic scaling and that the roles of KMT2 enzymes segregate into evolutionary-defined subfamilies: KMT2A and KMT2B (fly-Trx homologs) for synaptic downscaling, KMT2C and KMT2D (Trr homologs) for upscaling, and KMT2F and KMT2G (dSet homologs) for both directions. Selective blocking of KMT2A enzymatic activity by a small molecule and targeted disruption of the enzymatic domain both blocked the synaptic downscaling and interfered with the activity-dependent transcriptional program. Furthermore, our study revealed specific phases of synaptic downscaling, i.e., induction and maintenance, in which KMT2A and KMT2B play distinct roles. These results suggest that mammalian brains have co-opted intricate H3K4me installation to achieve stability of the expanding neuronal circuits.
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Affiliation(s)
- Takao Tsukahara
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
| | - Saini Kethireddy
- College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, Michigan
| | - Katherine Bonefas
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, Michigan
| | - Alex Chen
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, Michigan
| | - Brendan LM Sutton
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan
| | - Yali Dou
- Department of Medicine and Department of Biochemistry and Molecular Medicine, Keck School of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Shigeki Iwase
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan
| | - Michael A. Sutton
- Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan
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19
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Cortázar MA, Fong N, Bentley DL. Genome-wide Mapping of 5'-monophosphorylated Ends of Mammalian Nascent RNA Transcripts. Bio Protoc 2023; 13:e4828. [PMID: 37753464 PMCID: PMC10518774 DOI: 10.21769/bioprotoc.4828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/08/2023] [Accepted: 05/15/2023] [Indexed: 09/28/2023] Open
Abstract
In eukaryotic cells, RNA biogenesis generally requires processing of the nascent transcript as it is being synthesized by RNA polymerase. These processing events include endonucleolytic cleavage, exonucleolytic trimming, and splicing of the growing nascent transcript. Endonucleolytic cleavage events that generate an exposed 5'-monophosphorylated (5'-PO4) end on the growing nascent transcript occur in the maturation of rRNAs, tRNAs, and mRNAs. These 5'-PO4 ends can be a target of further processing or be subjected to 5'-3' exonucleolytic digestion that may result in termination of transcription. Here, we describe how to identify 5'-PO4 ends of intermediates in nascent RNA metabolism. We capture these species via metabolic labeling with bromouridine followed by immunoprecipitation and specific ligation of 5'-PO4 RNA ends with the 3'-hydroxyl group of a 5' adaptor (5'-PO4 Bru-Seq) using RNA ligase I. These ligation events are localized at single nucleotide resolution via highthroughput sequencing, which identifies the position of 5'-PO4 groups precisely. This protocol successfully detects the 5'monophosphorylated ends of RNA processing intermediates during production of mature ribosomal, transfer, and micro RNAs. When combined with inhibition of the nuclear 5'-3' exonuclease Xrn2, 5'-PO4 Bru-Seq maps the 5' splice sites of debranched introns and mRNA and tRNA 3' end processing sites cleaved by CPSF73 and RNaseZ, respectively. Key features • Metabolic labeling for brief periods with bromouridine focuses the analysis of 5'-PO4 RNA ends on the population of nascent transcripts that are actively transcribed. • Detects 5'-PO4 RNA ends on nascent transcripts produced by all RNA polymerases. • Detects 5'-PO4 RNA ends at single nucleotide resolution.
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Affiliation(s)
- Michael A. Cortázar
- Department of Biochemistry and Molecular Genetics, RNA Bioscience Initiative, University of Colorado School of Medicine, Aurora, CO, USA
| | - Nova Fong
- Department of Biochemistry and Molecular Genetics, RNA Bioscience Initiative, University of Colorado School of Medicine, Aurora, CO, USA
| | - David L. Bentley
- Department of Biochemistry and Molecular Genetics, RNA Bioscience Initiative, University of Colorado School of Medicine, Aurora, CO, USA
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20
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Fan K, Pfister E, Weng Z. Toward a comprehensive catalog of regulatory elements. Hum Genet 2023; 142:1091-1111. [PMID: 36935423 DOI: 10.1007/s00439-023-02519-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 01/03/2023] [Indexed: 03/21/2023]
Abstract
Regulatory elements are the genomic regions that interact with transcription factors to control cell-type-specific gene expression in different cellular environments. A precise and complete catalog of functional elements encoded by the human genome is key to understanding mammalian gene regulation. Here, we review the current state of regulatory element annotation. We first provide an overview of assays for characterizing functional elements, including genome, epigenome, transcriptome, three-dimensional chromatin interaction, and functional validation assays. We then discuss computational methods for defining regulatory elements, including peak-calling and other statistical modeling methods. Finally, we introduce several high-quality lists of regulatory element annotations and suggest potential future directions.
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Affiliation(s)
- Kaili Fan
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, 02138, USA
| | - Edith Pfister
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA
| | - Zhiping Weng
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA.
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21
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Hur J, Paez-Colasante X, Figueroa-Romero C, Lo TW, Barmada SJ, Paulsen MT, Ljungman M, Alakwaa FM, Savelieff MG, Goutman SA, Feldman EL. miRNA analysis reveals novel dysregulated pathways in amyotrophic lateral sclerosis. Hum Mol Genet 2023; 32:934-947. [PMID: 36219176 PMCID: PMC9990999 DOI: 10.1093/hmg/ddac250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 10/01/2022] [Accepted: 10/03/2022] [Indexed: 11/14/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease. Its complex pathogenesis and phenotypic heterogeneity hinder therapeutic development and early diagnosis. Altered RNA metabolism is a recurrent pathophysiologic theme, including distinct microRNA (miRNA) profiles in ALS tissues. We profiled miRNAs in accessible biosamples, including skin fibroblasts and whole blood and compared them in age- and sex-matched healthy controls versus ALS participants with and without repeat expansions to chromosome 9 open reading frame 72 (C9orf72; C9-ALS and nonC9-ALS), the most frequent ALS mutation. We identified unique and shared profiles of differential miRNA (DmiRNA) levels in each C9-ALS and nonC9-ALS tissues versus controls. Fibroblast DmiRNAs were validated by quantitative real-time PCR and their target mRNAs by 5-bromouridine and 5-bromouridine-chase sequencing. We also performed pathway analysis to infer biological meaning, revealing anticipated, tissue-specific pathways and pathways previously linked to ALS, as well as novel pathways that could inform future research directions. Overall, we report a comprehensive study of a miRNA profile dataset from C9-ALS and nonC9-ALS participants across two accessible biosamples, providing evidence of dysregulated miRNAs in ALS and possible targets of interest. Distinct miRNA patterns in accessible tissues may also be leveraged to distinguish ALS participants from healthy controls for earlier diagnosis. Future directions may look at potential correlations of miRNA profiles with clinical parameters.
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Affiliation(s)
- Junguk Hur
- Department of Biomedical Sciences, University of North Dakota, Grand Forks, ND 58202, USA
| | | | - Claudia Figueroa-Romero
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ting-wen Lo
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sami J Barmada
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michelle T Paulsen
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mats Ljungman
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Fadhl M Alakwaa
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Masha G Savelieff
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI 48109, USA
| | - Stephen A Goutman
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI 48109, USA
| | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, MI 48109, USA
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22
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Wang XQD, Fan D, Han Q, Liu Y, Miao H, Wang X, Li Q, Chen D, Gore H, Himadewi P, Pfeifer GP, Cierpicki T, Grembecka J, Su J, Chong S, Wan L, Zhang X. Mutant NPM1 Hijacks Transcriptional Hubs to Maintain Pathogenic Gene Programs in Acute Myeloid Leukemia. Cancer Discov 2023; 13:724-745. [PMID: 36455589 PMCID: PMC9975662 DOI: 10.1158/2159-8290.cd-22-0424] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 09/15/2022] [Accepted: 11/30/2022] [Indexed: 12/05/2022]
Abstract
Nucleophosmin (NPM1) is a ubiquitously expressed nucleolar protein with a wide range of biological functions. In 30% of acute myeloid leukemia (AML), the terminal exon of NPM1 is often found mutated, resulting in the addition of a nuclear export signal and a shift of the protein to the cytoplasm (NPM1c). AMLs carrying this mutation have aberrant expression of the HOXA/B genes, whose overexpression leads to leukemogenic transformation. Here, for the first time, we comprehensively prove that NPM1c binds to a subset of active gene promoters in NPM1c AMLs, including well-known leukemia-driving genes-HOXA/B cluster genes and MEIS1. NPM1c sustains the active transcription of key target genes by orchestrating a transcription hub and maintains the active chromatin landscape by inhibiting the activity of histone deacetylases. Together, these findings reveal the neomorphic function of NPM1c as a transcriptional amplifier for leukemic gene expression and open up new paradigms for therapeutic intervention. SIGNIFICANCE NPM1 mutation is the most common mutation in AML, yet the mechanism of how the mutant protein results in AML remains unclear. Here, for the first time, we prove mutant NPM1 directly binds to active chromatin regions and hijacks the transcription of AML-driving genes. See related article by Uckelmann et al., p. 746. This article is highlighted in the In This Issue feature, p. 517.
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Affiliation(s)
- Xue Qing David Wang
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Dandan Fan
- Institute of Biomedical Big Data, Wenzhou Medical University, Wenzhou, China
| | - Qinyu Han
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California
| | - Yiman Liu
- Department of Cancer Biology and Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Hongzhi Miao
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Xinyu Wang
- Institute of Biomedical Big Data, Wenzhou Medical University, Wenzhou, China
| | - Qinglan Li
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California
| | - Dong Chen
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Haley Gore
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Pamela Himadewi
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Gerd P. Pfeifer
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Tomasz Cierpicki
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Jolanta Grembecka
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Jianzhong Su
- Institute of Biomedical Big Data, Wenzhou Medical University, Wenzhou, China
| | - Shasha Chong
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California
| | - Liling Wan
- Department of Cancer Biology and Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Xiaotian Zhang
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
- Department of Biochemistry and Molecular Biology, University of Texas Health Science Center at Houston, McGovern Medical School, Houston, Texas
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23
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Melnick A, Liang S, Liu Y, Wang Q, Dean N, Choe E, Kunnath N, Bodanapu G, Mullin C, Akter F, Lin K, Magnuson B, Kumar S, Lombard DB, Muntean AG, Ljungman M, Sekiguchi J, Ryan RJH, Chiang MY. Cdc73 protects Notch-induced T-cell leukemia cells from DNA damage and mitochondrial stress. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.22.525059. [PMID: 36711472 PMCID: PMC9882378 DOI: 10.1101/2023.01.22.525059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Activated Notch signaling is highly prevalent in T-cell acute lymphoblastic leukemia (T-ALL) but pan-Notch inhibitors were toxic in clinical trials. To find alternative ways to target Notch signals, we investigated Cell division cycle 73 (Cdc73), which is a Notch cofactor and component of transcriptional machinery, a potential target in T-ALL. While we confirmed previous work that CDC73 interacts with NOTCH1, we also found that the interaction in T-ALL was context-dependent and facilitated by the lymphoid transcription factor ETS1. Using mouse models, we showed that Cdc73 is important for Notch-induced T-cell development and T-ALL maintenance. Mechanistically, Cdc73, Ets1, and Notch intersect chromatin at promoters and enhancers to activate oncogenes and genes that are important for DNA repair and oxidative phosphorylation. Consistently, Cdc73 deletion in T-ALL cells induced DNA damage and impaired mitochondrial function. Our data suggests that Cdc73 might promote a gene expression program that was eventually intersected by Notch to mitigate the genotoxic and metabolic stresses of elevated Notch signaling. We also provide mechanistic support for testing inhibitors of DNA repair, oxidative phosphorylation, and transcriptional machinery. Inhibiting pathways like Cdc73 that intersect with Notch at chromatin might constitute a strategy to weaken Notch signals without directly targeting the Notch complex.
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24
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Wang Z, Coban B, Wu H, Chouaref J, Daxinger L, Paulsen MT, Ljungman M, Smid M, Martens JWM, Danen EHJ. GRHL2-controlled gene expression networks in luminal breast cancer. Cell Commun Signal 2023; 21:15. [PMID: 36691073 PMCID: PMC9869538 DOI: 10.1186/s12964-022-01029-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/24/2022] [Indexed: 01/24/2023] Open
Abstract
Grainyhead like 2 (GRHL2) is an essential transcription factor for development and function of epithelial tissues. It has dual roles in cancer by supporting tumor growth while suppressing epithelial to mesenchymal transitions (EMT). GRHL2 cooperates with androgen and estrogen receptors (ER) to regulate gene expression. We explore genome wide GRHL2 binding sites conserved in three ER⍺/GRHL2 positive luminal breast cancer cell lines by ChIP-Seq. Interaction with the ER⍺/FOXA1/GATA3 complex is observed, however, only for a minor fraction of conserved GRHL2 peaks. We determine genome wide transcriptional dynamics in response to loss of GRHL2 by nascent RNA Bru-seq using an MCF7 conditional knockout model. Integration of ChIP- and Bru-seq pinpoints candidate direct GRHL2 target genes in luminal breast cancer. Multiple connections between GRHL2 and proliferation are uncovered, including transcriptional activation of ETS and E2F transcription factors. Among EMT-related genes, direct regulation of CLDN4 is corroborated but several targets identified in other cells (including CDH1 and ZEB1) are ruled out by both ChIP- and Bru-seq as being directly controlled by GRHL2 in luminal breast cancer cells. Gene clusters correlating positively (including known GRHL2 targets such as ErbB3, CLDN4/7) or negatively (including TGFB1 and TGFBR2) with GRHL2 in the MCF7 knockout model, display similar correlation with GRHL2 in ER positive as well as ER negative breast cancer patients. Altogether, this study uncovers gene sets regulated directly or indirectly by GRHL2 in luminal breast cancer, identifies novel GRHL2-regulated genes, and points to distinct GRHL2 regulation of EMT in luminal breast cancer cells. Video Abstract.
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Affiliation(s)
- Zi Wang
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Bircan Coban
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Haoyu Wu
- Department of Human Genetics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Jihed Chouaref
- Department of Human Genetics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Lucia Daxinger
- Department of Human Genetics, Leiden University Medical Centre, Leiden, The Netherlands
| | - Michelle T Paulsen
- Departments of Radiation Oncology and Environmental Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Mats Ljungman
- Departments of Radiation Oncology and Environmental Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Marcel Smid
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - John W M Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Erik H J Danen
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands.
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25
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Watts JA, Grunseich C, Rodriguez Y, Liu Y, Li D, Burdick J, Bruzel A, Crouch RJ, Mahley RW, Wilson S, Cheung V. A common transcriptional mechanism involving R-loop and RNA abasic site regulates an enhancer RNA of APOE. Nucleic Acids Res 2022; 50:12497-12514. [PMID: 36453989 PMCID: PMC9757052 DOI: 10.1093/nar/gkac1107] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/30/2022] [Accepted: 11/07/2022] [Indexed: 12/03/2022] Open
Abstract
RNA is modified by hundreds of chemical reactions and folds into innumerable shapes. However, the regulatory role of RNA sequence and structure and how dysregulation leads to diseases remain largely unknown. Here, we uncovered a mechanism where RNA abasic sites in R-loops regulate transcription by pausing RNA polymerase II. We found an enhancer RNA, AANCR, that regulates the transcription and expression of apolipoprotein E (APOE). In some human cells such as fibroblasts, AANCR is folded into an R-loop and modified by N-glycosidic cleavage; in this form, AANCR is a partially transcribed nonfunctional enhancer and APOE is not expressed. In contrast, in other cell types including hepatocytes and under stress, AANCR does not form a stable R-loop as its sequence is not modified, so it is transcribed into a full-length enhancer that promotes APOE expression. DNA sequence variants in AANCR are associated significantly with APOE expression and Alzheimer's Disease, thus AANCR is a modifier of Alzheimer's Disease. Besides AANCR, thousands of noncoding RNAs are regulated by abasic sites in R-loops. Together our data reveal the essentiality of the folding and modification of RNA in cellular regulation and demonstrate that dysregulation underlies common complex diseases such as Alzheimer's disease.
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Affiliation(s)
- Jason A Watts
- Department of Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- Epigenetics and Stem Cell Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709, USA
| | - Christopher Grunseich
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yesenia Rodriguez
- Genome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709, USA
| | - Yaojuan Liu
- Department of Pediatrics and Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Dongjun Li
- Department of Pediatrics and Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Joshua T Burdick
- Department of Pediatrics and Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alan Bruzel
- Department of Pediatrics and Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Robert J Crouch
- Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Robert W Mahley
- Gladstone Institute of Neurological Disease, San Francisco, CA, USA
- Departments of Pathology and Medicine, University of California, San Francisco, CA, USA
| | - Samuel H Wilson
- Genome Integrity and Structural Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709, USA
| | - Vivian G Cheung
- Department of Pediatrics and Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
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26
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Sampadi B, Vermeulen S, Mišovic B, Boei JJ, Batth TS, Chang JG, Paulsen MT, Magnuson B, Schimmel J, Kool H, Olie CS, Everts B, Vertegaal ACO, Olsen JV, Ljungman M, Jeggo PA, Mullenders LHF, Vrieling H. Divergent Molecular and Cellular Responses to Low and High-Dose Ionizing Radiation. Cells 2022; 11:cells11233794. [PMID: 36497055 PMCID: PMC9739411 DOI: 10.3390/cells11233794] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/21/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Cancer risk after ionizing radiation (IR) is assumed to be linear with the dose; however, for low doses, definite evidence is lacking. Here, using temporal multi-omic systems analyses after a low (LD; 0.1 Gy) or a high (HD; 1 Gy) dose of X-rays, we show that, although the DNA damage response (DDR) displayed dose proportionality, many other molecular and cellular responses did not. Phosphoproteomics uncovered a novel mode of phospho-signaling via S12-PPP1R7, and large-scale dephosphorylation events that regulate mitotic exit control in undamaged cells and the G2/M checkpoint upon IR in a dose-dependent manner. The phosphoproteomics of irradiated DNA double-strand breaks (DSBs) repair-deficient cells unveiled extended phospho-signaling duration in either a dose-dependent (DDR signaling) or independent (mTOR-ERK-MAPK signaling) manner without affecting signal magnitude. Nascent transcriptomics revealed the transcriptional activation of genes involved in NRF2-regulated antioxidant defense, redox-sensitive ERK-MAPK signaling, glycolysis and mitochondrial function after LD, suggesting a prominent role for reactive oxygen species (ROS) in molecular and cellular responses to LD exposure, whereas DDR genes were prominently activated after HD. However, how and to what extent the observed dose-dependent differences in molecular and cellular responses may impact cancer development remain unclear, as the induction of chromosomal damage was found to be dose-proportional (10-200 mGy).
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Affiliation(s)
- Bharath Sampadi
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
- Correspondence: (B.S.); (H.V.)
| | - Sylvia Vermeulen
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Branislav Mišovic
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Jan J. Boei
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Tanveer S. Batth
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Science, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| | - Jer-Gung Chang
- Department of Cell and Chemical Biology, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Michelle T. Paulsen
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Brian Magnuson
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Joost Schimmel
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Hanneke Kool
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Cyriel S. Olie
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Bart Everts
- Department of Parasitology, Leiden University Medical Center, 2333ZA Leiden, The Netherlands
| | - Alfred C. O. Vertegaal
- Department of Cell and Chemical Biology, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
| | - Jesper V. Olsen
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Science, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| | - Mats Ljungman
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Penny A. Jeggo
- Genome Damage and Stability Centre, School of Life Sciences, University of Sussex, Brighton BN1 9RQ, UK
| | - Leon H. F. Mullenders
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
- Department of Genetics, Research Institute of Environmental Medicine (RIeM), Nagoya University, Nagoya 464-8601, Japan
| | - Harry Vrieling
- Department of Human Genetics, Leiden University Medical Center, 2333ZC Leiden, The Netherlands
- Correspondence: (B.S.); (H.V.)
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27
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Yang J, Jin L, Kim HS, Tian F, Yi Z, Bedi K, Ljungman M, di Magliano MP, Crawford H, Shi J. KDM6A Loss Recruits Tumor-Associated Neutrophils and Promotes Neutrophil Extracellular Trap Formation in Pancreatic Cancer. Cancer Res 2022; 82:4247-4260. [PMID: 36306422 PMCID: PMC9669233 DOI: 10.1158/0008-5472.can-22-0968] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 08/10/2022] [Accepted: 09/13/2022] [Indexed: 12/14/2022]
Abstract
UNLABELLED Lysine (K)-specific demethylase 6A (KDM6A) is a frequently mutated tumor suppressor gene in pancreatic ductal adenocarcinoma (PDAC). However, the impact of KDM6A loss on the PDAC tumor immune microenvironment is not known. This study used a genetically engineered, pancreas-specific Kdm6a knockout (KO) PDAC mouse model and human PDAC tissue samples to demonstrate that KDM6A loss correlates with increased tumor-associated neutrophils and neutrophil extracellular traps (NET) formation, which are known to contribute to PDAC progression. Genome-wide bromouridine sequencing analysis to evaluate nascent RNA synthesis showed that the expression of many chemotactic cytokines, especially CXC motif chemokine ligand 1 (CXCL1), was upregulated in KDM6A KO PDAC cells. KDM6A-deficient PDAC cells secreted higher levels of CXCL1 protein, which in turn recruited neutrophils. Furthermore, in a syngeneic orthotopic mouse model, treatment with a CXCL1 neutralizing antibody blocked the chemotactic and NET-promoting properties of KDM6A-deficient PDAC cells and suppressed tumor growth, confirming CXCL1 as a key mediator of chemotaxis and PDAC growth driven by KDM6A loss. These findings shed light on how KDM6A regulates the tumor immune microenvironment and PDAC progression and suggests that the CXCL1-CXCR2 axis may be a candidate target in PDAC with KDM6A loss. SIGNIFICANCE KDM6A loss in pancreatic cancer cells alters the immune microenvironment by increasing CXCL1 secretion and neutrophil recruitment, providing a rationale for targeting the CXCL1-CXCR2 signaling axis in tumors with low KDM6A.
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Affiliation(s)
- Jing Yang
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Pathology, Guangzhou first people’s hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong 510180, China
| | - Lin Jin
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
- Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Hong Sun Kim
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Feng Tian
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Zhujun Yi
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Karan Bedi
- Cancer Data Science-Shared Resource, Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mats Ljungman
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | | | | | - Jiaqi Shi
- Department of Pathology & Clinical Labs, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
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28
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Zheng M, Lin Y, Wang W, Zhao Y, Bao X. Application of nucleoside or nucleotide analogues in RNA dynamics and RNA-binding protein analysis. WILEY INTERDISCIPLINARY REVIEWS. RNA 2022; 13:e1722. [PMID: 35218164 DOI: 10.1002/wrna.1722] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 01/07/2022] [Accepted: 01/26/2022] [Indexed: 06/14/2023]
Abstract
Cellular RNAs undergo dynamic changes during RNA biological processes, which are tightly orchestrated by RNA-binding proteins (RBPs). Yet, the investigation of RNA dynamics is hurdled by highly abundant steady-state RNAs, which make the signals of dynamic RNAs less detectable. Notably, the exert of nucleoside or nucleotide analogue-based RNA technologies has provided a remarkable platform for RNA dynamics research, revealing diverse unnoticed features in RNA metabolism. In this review, we focus on the application of two types of analogue-based RNA sequencing, antigen-/antibody- and click chemistry-based methodologies, and summarize the RNA dynamics features revealed. Moreover, we discuss emerging single-cell newly transcribed RNA sequencing methodologies based on nucleoside analogue labeling, which provides novel insights into RNA dynamics regulation at single-cell resolution. On the other hand, we also emphasize the identification of RBPs that interact with polyA, non-polyA RNAs, or newly transcribed RNAs and also their associated RNA-binding domains at genomewide level through ultraviolet crosslinking and mass spectrometry in different contexts. We anticipated that further modification and development of these analogue-based RNA and RBP capture technologies will aid in obtaining an unprecedented understanding of RNA biology. This article is categorized under: RNA Interactions with Proteins and Other Molecules > Protein-RNA Recognition RNA Structure and Dynamics > RNA Structure, Dynamics and Chemistry RNA Methods > RNA Analyses in Cells.
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Affiliation(s)
- Meifeng Zheng
- Center for Cell Lineage and Development, CAS Key Laboratory of Regenerative Biology, Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-HKU Guangdong-Hong Kong Stem Cell and Regenerative Medicine Research Centre, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yingying Lin
- Center for Cell Lineage and Development, CAS Key Laboratory of Regenerative Biology, Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-HKU Guangdong-Hong Kong Stem Cell and Regenerative Medicine Research Centre, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- The Center for Infection and Immunity Study, School of Medicine, Sun Yat-sen University, Guangming Science City, Shenzhen, China
| | - Wei Wang
- Center for Biosafety, Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, China
| | - Yu Zhao
- Molecular Cancer Research Center, School of Medicine, Sun Yat-sen University, Shenzhen, China
| | - Xichen Bao
- Center for Cell Lineage and Development, CAS Key Laboratory of Regenerative Biology, Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-HKU Guangdong-Hong Kong Stem Cell and Regenerative Medicine Research Centre, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- Center for Cell Lineage and Atlas, Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, China
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29
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Magnuson B, Bedi K, Narayanan IV, Bartkowiak B, Blinkiewicz H, Paulsen MT, Greenleaf A, Ljungman M. CDK12 regulates co-transcriptional splicing and RNA turnover in human cells. iScience 2022; 25:105030. [PMID: 36111258 PMCID: PMC9468413 DOI: 10.1016/j.isci.2022.105030] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/13/2022] [Accepted: 08/23/2022] [Indexed: 11/28/2022] Open
Abstract
The cyclin-dependent kinase CDK12 has garnered interest as a cancer therapeutic target as DNA damage response genes are particularly suppressed by loss of CDK12 activity. In this study, we assessed the acute effects of CDK12 inhibition on transcription and RNA processing using nascent RNA Bru-seq and BruChase-seq. Acute transcriptional changes were overall small after CDK12 inhibition but over 600 genes showed intragenic premature termination, including DNA repair and cell cycle genes. Furthermore, many genes showed reduced transcriptional readthrough past the end of genes in the absence of CDK12 activity. RNA turnover was dramatically affected by CDK12 inhibition and importantly, caused increased degradation of many transcripts from DNA damage response genes. We also show that co-transcriptional splicing was suppressed by CDK12 inhibition. Taken together, these studies reveal the roles of CDK12 in regulating transcription elongation, transcription termination, co-transcriptional splicing, and RNA turnover. Over 600 genes showed prematurely terminated transcription when CDK12 was inhibited CDK12 promotes transcriptional readthrough past transcription end sites (TESs) CDK12 promotes splicing and affects transcript stability
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Affiliation(s)
- Brian Magnuson
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
- Rogel Cancer Center and Center for RNA Biomedicine, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Karan Bedi
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
- Rogel Cancer Center and Center for RNA Biomedicine, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Bartlomiej Bartkowiak
- Department of Biochemistry, Duke University School of Medicine, Durham, NC 27710, USA
| | - Hailey Blinkiewicz
- Department of Radiation Oncology, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michelle T. Paulsen
- Department of Radiation Oncology, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Arno Greenleaf
- Department of Biochemistry, Duke University School of Medicine, Durham, NC 27710, USA
| | - Mats Ljungman
- Rogel Cancer Center and Center for RNA Biomedicine, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Radiation Oncology, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
- Corresponding author
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30
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Tan K, Wilkinson MF. Regulation of both transcription and RNA turnover contribute to germline specification. Nucleic Acids Res 2022; 50:7310-7325. [PMID: 35776114 PMCID: PMC9303369 DOI: 10.1093/nar/gkac542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/29/2022] [Accepted: 06/29/2022] [Indexed: 12/25/2022] Open
Abstract
The nuanced mechanisms driving primordial germ cells (PGC) specification remain incompletely understood since genome-wide transcriptional regulation in developing PGCs has previously only been defined indirectly. Here, using SLAMseq analysis, we determined genome-wide transcription rates during the differentiation of embryonic stem cells (ESCs) to form epiblast-like (EpiLC) cells and ultimately PGC-like cells (PGCLCs). This revealed thousands of genes undergoing bursts of transcriptional induction and rapid shut-off not detectable by RNAseq analysis. Our SLAMseq datasets also allowed us to infer RNA turnover rates, which revealed thousands of mRNAs stabilized and destabilized during PGCLC specification. mRNAs tend to be unstable in ESCs and then are progressively stabilized as they differentiate. For some classes of genes, mRNA turnover regulation collaborates with transcriptional regulation, but these processes oppose each other in a surprisingly high frequency of genes. To test whether regulated mRNA turnover has a physiological role in PGC development, we examined three genes that we found were regulated by RNA turnover: Sox2, Klf2 and Ccne1. Circumvention of their regulated RNA turnover severely impaired the ESC-to-EpiLC and EpiLC-to-PGCLC transitions. Our study demonstrates the functional importance of regulated RNA stability in germline development and provides a roadmap of transcriptional and post-transcriptional regulation during germline specification.
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Affiliation(s)
- Kun Tan
- Department of Obstetrics, Gynecology, and Reproductive Sciences, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
| | - Miles F Wilkinson
- Department of Obstetrics, Gynecology, and Reproductive Sciences, School of Medicine, University of California San Diego, La Jolla, CA 92093, USA
- Institute of Genomic Medicine (IGM), University of California San Diego, La Jolla, CA 92093, USA
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31
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Ljungman M. Transcription and genome integrity. DNA Repair (Amst) 2022; 118:103373. [PMID: 35914488 DOI: 10.1016/j.dnarep.2022.103373] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/16/2022] [Accepted: 07/17/2022] [Indexed: 11/03/2022]
Abstract
Transcription can cause genome instability by promoting R-loop formation but also act as a mutation-suppressing machinery by sensing of DNA lesions leading to the activation of DNA damage signaling and transcription-coupled repair. Recovery of RNA synthesis following the resolution of repair of transcription-blocking lesions is critical to avoid apoptosis and several new factors involved in this process have recently been identified. Some DNA repair proteins are recruited to initiating RNA polymerases and this may expediate the recruitment of other factors that participate in the repair of transcription-blocking DNA lesions. Recent studies have shown that transcription of protein-coding genes does not always give rise to spliced transcripts, opening the possibility that cells may use the transcription machinery in a splicing-uncoupled manner for other purposes including surveillance of the transcribed genome.
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Affiliation(s)
- Mats Ljungman
- Departments of Radiation Oncology and Environmental Health Sciences, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI, USA.
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32
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Yao L, Liang J, Ozer A, Leung AKY, Lis JT, Yu H. A comparison of experimental assays and analytical methods for genome-wide identification of active enhancers. Nat Biotechnol 2022; 40:1056-1065. [PMID: 35177836 PMCID: PMC9288987 DOI: 10.1038/s41587-022-01211-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 01/06/2022] [Indexed: 01/15/2023]
Abstract
Mounting evidence supports the idea that transcriptional patterns serve as more specific identifiers of active enhancers than histone marks; however, the optimal strategy to identify active enhancers both experimentally and computationally has not been determined. Here, we compared 13 genome-wide RNA sequencing (RNA-seq) assays in K562 cells and show that nuclear run-on followed by cap-selection assay (GRO/PRO-cap) has advantages in enhancer RNA detection and active enhancer identification. We also introduce a tool, peak identifier for nascent transcript starts (PINTS), to identify active promoters and enhancers genome wide and pinpoint the precise location of 5' transcription start sites. Finally, we compiled a comprehensive enhancer candidate compendium based on the detected enhancer RNA (eRNA) transcription start sites (TSSs) available in 120 cell and tissue types, which can be accessed at https://pints.yulab.org . With knowledge of the best available assays and pipelines, this large-scale annotation of candidate enhancers will pave the way for selection and characterization of their functions in a time- and labor-efficient manner.
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Affiliation(s)
- Li Yao
- Department of Computational Biology, Cornell University, Ithaca, NY, USA
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, USA
| | - Jin Liang
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, USA
| | - Abdullah Ozer
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Alden King-Yung Leung
- Department of Computational Biology, Cornell University, Ithaca, NY, USA
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, USA
| | - John T Lis
- Department of Computational Biology, Cornell University, Ithaca, NY, USA.
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA.
| | - Haiyuan Yu
- Department of Computational Biology, Cornell University, Ithaca, NY, USA.
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, USA.
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33
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Kuang Y, Ye N, Kyani A, Ljungman M, Paulsen M, Chen H, Zhou M, Wild C, Chen H, Zhou J, Neamati N. Induction of Genes Implicated in Stress Response and Autophagy by a Novel Quinolin-8-yl-nicotinamide QN523 in Pancreatic Cancer. J Med Chem 2022; 65:6133-6156. [PMID: 35439009 PMCID: PMC9195374 DOI: 10.1021/acs.jmedchem.1c02207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Using a cytotoxicity-based phenotypic screen of a highly diverse library of 20,000 small-molecule compounds, we identified a quinolin-8-yl-nicotinamide, QN519, as a promising lead. QN519 represents a novel scaffold with drug-like properties, showing potent in vitro cytotoxicity in a panel of 12 cancer cell lines. Subsequently, lead optimization campaign generated compounds with IC50 values < 1 μM. An optimized compound, QN523, shows significant in vivo efficacy in a pancreatic cancer xenograft model. QN523 treatment significantly increased the expression of HSPA5, DDIT3, TRIB3, and ATF3 genes, suggesting activation of the stress response pathway. We also observed a significant increase in the expression of WIPI1, HERPUD1, GABARAPL1, and MAP1LC3B, implicating autophagy as a major mechanism of action. Due to the lack of effective treatments for pancreatic cancer, discovery of novel agents such as the QN series of compounds with unique mechanism of action has the potential to fulfill a clear unmet medical need.
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Affiliation(s)
- Yuting Kuang
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Na Ye
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Armita Kyani
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mats Ljungman
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michelle Paulsen
- Department of Radiation Oncology, Rogel Cancer Center and Center for RNA Biomedicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Haijun Chen
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Mingxiang Zhou
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Christopher Wild
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Haiying Chen
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Jia Zhou
- Chemical Biology Program, Department of Pharmacology and Toxicology, University of Texas Medical Branch (UTMB), Galveston, TX 77550, USA
| | - Nouri Neamati
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
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Fei J, Xu J, Li Z, Xu K, Wang D, Kassavetis GA, Kadonaga JT. NDF is a transcription factor that stimulates elongation by RNA polymerase II. Genes Dev 2022; 36:294-299. [PMID: 35273076 PMCID: PMC8973848 DOI: 10.1101/gad.349150.121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/17/2022] [Indexed: 11/24/2022]
Abstract
Here, Fei et al. found that NDF, which was identified as a bilaterian nucleosome-destabilizing factor, is also a Pol II transcription factor that stimulates elongation with plain DNA templates in the absence of nucleosomes. Their findings demonstrate that NDF is a Pol II binding transcription elongation factor that is localized over gene bodies and is conserved from yeast to humans. RNA polymerase II (Pol II) elongation is a critical step in gene expression. Here we found that NDF, which was identified as a bilaterian nucleosome-destabilizing factor, is also a Pol II transcription factor that stimulates elongation with plain DNA templates in the absence of nucleosomes. NDF binds directly to Pol II and enhances elongation by a different mechanism than that used by transcription factor TFIIS. Moreover, yeast Pdp3, which is related to NDF, binds to Pol II and stimulates elongation. Thus, NDF is a Pol II binding transcription elongation factor that is localized over gene bodies and is conserved from yeast to humans.
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Affiliation(s)
- Jia Fei
- Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, New Jersey 08854, USA
| | - Jun Xu
- Division of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, Department of Cellular and Molecular Medicine, School of Medicine, University of California at San Diego, La Jolla, California 92093, USA
| | - Ziwei Li
- Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, New Jersey 08854, USA
| | - Kevin Xu
- Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, New Jersey 08854, USA
| | - Dong Wang
- Division of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, Department of Cellular and Molecular Medicine, School of Medicine, University of California at San Diego, La Jolla, California 92093, USA
| | - George A Kassavetis
- Section of Molecular Biology, University of California at San Diego, La Jolla, California 92093, USA
| | - James T Kadonaga
- Section of Molecular Biology, University of California at San Diego, La Jolla, California 92093, USA
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35
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Lyu R, Wu T, Zhu AC, West-Szymanski DC, Weng X, Chen M, He C. KAS-seq: genome-wide sequencing of single-stranded DNA by N 3-kethoxal-assisted labeling. Nat Protoc 2022; 17:402-420. [PMID: 35013616 PMCID: PMC8923001 DOI: 10.1038/s41596-021-00647-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 09/22/2021] [Indexed: 02/03/2023]
Abstract
Transcription and its dynamics are crucial for gene expression regulation. However, very few methods can directly read out transcriptional activity with low-input material and high temporal resolution. This protocol describes KAS-seq, a robust and sensitive approach for capturing genome-wide single-stranded DNA (ssDNA) profiles using N3-kethoxal-assisted labeling. We developed N3-kethoxal, an azido derivative of kethoxal that reacts with deoxyguanosine bases of ssDNA in live cells within 5-10 min at 37 °C, allowing the capture of dynamic changes. Downstream biotinylation of labeled DNA occurs via copper-free click chemistry. Altogether, the KAS-seq procedure involves N3-kethoxal labeling, DNA isolation, biotinylation, fragmentation, affinity pull-down, library preparation, sequencing and bioinformatics analysis. The pre-library construction labeling and enrichment can be completed in as little as 3-4 h and is applicable to both animal tissue and as few as 1,000 cultured cells. Our recent study shows that ssDNA signals measured by KAS-seq simultaneously reveal the dynamics of transcriptionally engaged RNA polymerase (Pol) II, transcribing enhancers, RNA Pol I and Pol III activities and potentially non-canonical DNA structures with high analytical sensitivity. In addition to the experimental protocol, we also introduce here KAS-pipe, a user-friendly integrative data analysis pipeline for KAS-seq.
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Affiliation(s)
- Ruitu Lyu
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA
- Howard Hughes Medical Institute, The University of Chicago, Chicago, IL, USA
| | - Tong Wu
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA
- Howard Hughes Medical Institute, The University of Chicago, Chicago, IL, USA
| | - Allen C Zhu
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA
- Howard Hughes Medical Institute, The University of Chicago, Chicago, IL, USA
- Medical Scientist Training Program, The University of Chicago, Chicago, IL, USA
| | | | - Xiaocheng Weng
- College of Chemistry and Molecular Sciences, Hubei Province Key Laboratory of Allergy and Immunology, Wuhan University, Wuhan, Hubei, China
| | - Mengjie Chen
- Department of Medicine, The University of Chicago, Chicago, IL, USA
- Department of Human Genetics, The University of Chicago, Chicago, IL, USA
| | - Chuan He
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA.
- Howard Hughes Medical Institute, The University of Chicago, Chicago, IL, USA.
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36
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Guillemin A, Kumar A, Wencker M, Ricci EP. Shaping the Innate Immune Response Through Post-Transcriptional Regulation of Gene Expression Mediated by RNA-Binding Proteins. Front Immunol 2022; 12:796012. [PMID: 35087521 PMCID: PMC8787094 DOI: 10.3389/fimmu.2021.796012] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/13/2021] [Indexed: 12/20/2022] Open
Abstract
Innate immunity is the frontline of defense against infections and tissue damage. It is a fast and semi-specific response involving a myriad of processes essential for protecting the organism. These reactions promote the clearance of danger by activating, among others, an inflammatory response, the complement cascade and by recruiting the adaptive immunity. Any disequilibrium in this functional balance can lead to either inflammation-mediated tissue damage or defense inefficiency. A dynamic and coordinated gene expression program lies at the heart of the innate immune response. This expression program varies depending on the cell-type and the specific danger signal encountered by the cell and involves multiple layers of regulation. While these are achieved mainly via transcriptional control of gene expression, numerous post-transcriptional regulatory pathways involving RNA-binding proteins (RBPs) and other effectors play a critical role in its fine-tuning. Alternative splicing, translational control and mRNA stability have been shown to be tightly regulated during the innate immune response and participate in modulating gene expression in a global or gene specific manner. More recently, microRNAs assisting RBPs and post-transcriptional modification of RNA bases are also emerging as essential players of the innate immune process. In this review, we highlight the numerous roles played by specific RNA-binding effectors in mediating post-transcriptional control of gene expression to shape innate immunity.
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Affiliation(s)
- Anissa Guillemin
- LBMC, Laboratoire de Biologie et Modelisation de la Cellule, Université de Lyon, ENS de Lyon, Universite Claude Bernard Lyon 1, CNRS, UMR 5239, INSERM, U1293, Lyon, France
| | - Anuj Kumar
- CRCL, Centre de Recherche en Cancérologie de Lyon, INSERM U1052, CNRS UMR 5286, Lyon, France
| | - Mélanie Wencker
- LBMC, Laboratoire de Biologie et Modelisation de la Cellule, Université de Lyon, ENS de Lyon, Universite Claude Bernard Lyon 1, CNRS, UMR 5239, INSERM, U1293, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, ENS de Lyon, CNRS, UMR 5308, INSERM, Lyon, France
| | - Emiliano P. Ricci
- LBMC, Laboratoire de Biologie et Modelisation de la Cellule, Université de Lyon, ENS de Lyon, Universite Claude Bernard Lyon 1, CNRS, UMR 5239, INSERM, U1293, Lyon, France
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37
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Yi Z, Wei S, Jin L, Jeyarajan S, Yang J, Gu Y, Kim HS, Schechter S, Lu S, Paulsen MT, Bedi K, Narayanan IV, Ljungman M, Crawford HC, Pasca di Magliano M, Ge K, Dou Y, Shi J. KDM6A Regulates Cell Plasticity and Pancreatic Cancer Progression by Noncanonical Activin Pathway. Cell Mol Gastroenterol Hepatol 2021; 13:643-667. [PMID: 34583087 PMCID: PMC8715196 DOI: 10.1016/j.jcmgh.2021.09.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 09/16/2021] [Accepted: 09/17/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Inactivating mutations of KDM6A, a histone demethylase, were frequently found in pancreatic ductal adenocarcinoma (PDAC). We investigated the role of KDM6A (lysine demethylase 6A) in PDAC development. METHODS We performed a pancreatic tissue microarray analysis of KDM6A protein levels. We used human PDAC cell lines for KDM6A knockout and knockdown experiments. We performed bromouridine sequencing analysis to elucidate the effects of KDM6A loss on global transcription. We performed studies with Ptf1aCre; LSL-KrasG12D; Trp53R172H/+; Kdm6afl/fl or fl/Y, Ptf1aCre; Kdm6afl/fl or fl/Y, and orthotopic xenograft mice to investigate the impacts of Kdm6a deficiency on pancreatic tumorigenesis and pancreatitis. RESULTS Loss of KDM6A was associated with metastasis in PDAC patients. Bromouridine sequencing analysis showed up-regulation of the epithelial-mesenchymal transition pathway in PDAC cells deficient in KDM6A. Loss of KDM6A promoted mesenchymal morphology, migration, and invasion in PDAC cells in vitro. Mechanistically, activin A and subsequent p38 activation likely mediated the role of KDM6A loss. Inhibiting either activin A or p38 reversed the effect. Pancreas-specific Kdm6a-knockout mice pancreata showed accelerated PDAC progression, developed a more aggressive undifferentiated type of PDAC, and increased metastases in the background of Kras and p53 mutations. Kdm6a-deficient pancreata in a pancreatitis model had a delayed recovery with increased PDAC precursor lesions compared with wild-type pancreata. CONCLUSIONS Loss of KDM6A accelerates PDAC progression and metastasis, most likely by a noncanonical p38-dependent activin A pathway. KDM6A also promotes pancreatic tissue recovery from pancreatitis. Activin A might be used as a therapeutic target for KDM6A-deficient PDACs.
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Affiliation(s)
- Zhujun Yi
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan; Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | | | - Lin Jin
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan; Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Sivakumar Jeyarajan
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
| | - Jing Yang
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan
| | - Yumei Gu
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan
| | - Hong Sun Kim
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan
| | - Shula Schechter
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan
| | - Shuang Lu
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan; Xiangya Hospital, Central South University, Changsha, Hunan, People's Republic of China
| | - Michelle T Paulsen
- Department of Radiation Oncology, Center for RNA Biomedicine, University of Michigan, Ann Arbor, Michigan
| | - Karan Bedi
- Department of Radiation Oncology, Center for RNA Biomedicine, University of Michigan, Ann Arbor, Michigan
| | - Ishwarya Venkata Narayanan
- Department of Radiation Oncology, Center for RNA Biomedicine, University of Michigan, Ann Arbor, Michigan
| | - Mats Ljungman
- Department of Radiation Oncology, Center for RNA Biomedicine, University of Michigan, Ann Arbor, Michigan
| | | | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Kai Ge
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland
| | - Yali Dou
- Department of Medicine and Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Jiaqi Shi
- Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor, Michigan; Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan.
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38
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Park SH, Bennett-Baker P, Ahmed S, Arlt MF, Ljungman M, Glover TW, Wilson TE. Locus-specific transcription silencing at the FHIT gene suppresses replication stress-induced copy number variant formation and associated replication delay. Nucleic Acids Res 2021; 49:7507-7524. [PMID: 34181717 PMCID: PMC8287918 DOI: 10.1093/nar/gkab559] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 06/09/2021] [Accepted: 06/15/2021] [Indexed: 12/11/2022] Open
Abstract
Impaired replication progression leads to de novo copy number variant (CNV) formation at common fragile sites (CFSs). We previously showed that these hotspots for genome instability reside in late-replicating domains associated with large transcribed genes and provided indirect evidence that transcription is a factor in their instability. Here, we compared aphidicolin (APH)-induced CNV and CFS frequency between wild-type and isogenic cells in which FHIT gene transcription was ablated by promoter deletion. Two promoter-deletion cell lines showed reduced or absent CNV formation and CFS expression at FHIT despite continued instability at the NLGN1 control locus. APH treatment led to critical replication delays that remained unresolved in G2/M in the body of many, but not all, large transcribed genes, an effect that was reversed at FHIT by the promoter deletion. Altering RNase H1 expression did not change CNV induction frequency and DRIP-seq showed a paucity of R-loop formation in the central regions of large genes, suggesting that R-loops are not the primary mediator of the transcription effect. These results demonstrate that large gene transcription is a determining factor in replication stress-induced genomic instability and support models that CNV hotspots mainly result from the transcription-dependent passage of unreplicated DNA into mitosis.
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Affiliation(s)
- So Hae Park
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Samreen Ahmed
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Martin F Arlt
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mats Ljungman
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Thomas W Glover
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Thomas E Wilson
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
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Garay PM, Chen A, Tsukahara T, Rodríguez Díaz JC, Kohen R, Althaus JC, Wallner MA, Giger RJ, Jones KS, Sutton MA, Iwase S. RAI1 Regulates Activity-Dependent Nascent Transcription and Synaptic Scaling. Cell Rep 2021; 32:108002. [PMID: 32783930 PMCID: PMC7418709 DOI: 10.1016/j.celrep.2020.108002] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 06/17/2020] [Accepted: 07/15/2020] [Indexed: 12/15/2022] Open
Abstract
Long-lasting forms of synaptic plasticity such as synaptic scaling are critically dependent on transcription. Activity-dependent transcriptional dynamics in neurons, however, remain incompletely characterized because most previous efforts relied on measurement of steady-state mRNAs. Here, we use nascent RNA sequencing to profile transcriptional dynamics of primary neuron cultures undergoing network activity shifts. We find pervasive transcriptional changes, in which ∼45% of expressed genes respond to network activity shifts. We further link retinoic acid-induced 1 (RAI1), the Smith-Magenis syndrome gene, to the transcriptional program driven by reduced network activity. Remarkable agreement among nascent transcriptomes, dynamic chromatin occupancy of RAI1, and electrophysiological properties of Rai1-deficient neurons demonstrates the essential roles of RAI1 in suppressing synaptic upscaling in the naive network, while promoting upscaling triggered by activity silencing. These results highlight the utility of bona fide transcription profiling to discover mechanisms of activity-dependent chromatin remodeling that underlie normal and pathological synaptic plasticity. BrU-seq reveals nascent transcription during synaptic up- or downscaling Smith-Magenis syndrome protein RAI1 regulates upscaling-associated transcription RAI1 departs chromatin in response to network activity shifts RAI1 blocks upscaling in naive networks and promotes inactivity-induced upscaling
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Affiliation(s)
- Patricia M Garay
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Alex Chen
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Takao Tsukahara
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI 48109, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Rafi Kohen
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - J Christian Althaus
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Margarete A Wallner
- College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, MI 48109, USA
| | - Roman J Giger
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA; Cellular and Molecular Biology Graduate Program, University of Michigan Medical School, Ann Arbor, MI, 48109, USA; Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Kevin S Jones
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Pharmacology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Michael A Sutton
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Shigeki Iwase
- Neuroscience Graduate Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA.
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Bedi K, Magnuson BR, Narayanan I, Paulsen M, Wilson TE, Ljungman M. Co-transcriptional splicing efficiencies differ within genes and between cell types. RNA (NEW YORK, N.Y.) 2021; 27:rna.078662.120. [PMID: 33975916 PMCID: PMC8208053 DOI: 10.1261/rna.078662.120] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 05/05/2021] [Indexed: 06/01/2023]
Abstract
Pre-mRNA splicing is carried out by the spliceosome and involves splice site recognition, removal of introns, and ligation of exons. Components of the spliceosome have been shown to interact with the elongating RNA polymerase II (RNAPII) which is thought to allow splicing to occur concurrently with transcription. However, little is known about the regulation and efficiency of co-transcriptional splicing in human cells. In this study, we used Bru-seq and BruChase-seq to determine the co-transcriptional splicing efficiencies of 17,000 introns expressed across 6 human cell lines. We found that less than half of all introns across these 6 cell lines were co-transcriptionally spliced. Splicing efficiencies for individual introns showed variations across cell lines, suggesting that splicing may be regulated in a cell-type specific manner. Moreover, the splicing efficiency of introns varied within genes. The efficiency of co-transcriptional splicing did not correlate with gene length, intron position, splice site strengths, or the intron/neighboring exons GC content. However, we identified binding signals from multiple RNA binding proteins (RBPs) that correlated with splicing efficiency, including core spliceosomal machinery components-such as SF3B4, U2AF1 and U2AF2 showing higher binding signals in poorly spliced introns. In addition, multiple RBPs, such as BUD13, PUM1 and SND1, showed preferential binding in exons that flank introns with high splicing efficiencies. The nascent RNA splicing patterns presented here across multiple cell types add to our understanding of the complexity in RNA splicing, wherein RNA-binding proteins may play important roles in determining splicing outcomes in a cell type- and intron-specific manner.
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Samanta S, Yang S, Debnath B, Xue D, Kuang Y, Ramkumar K, Lee AS, Ljungman M, Neamati N. The Hydroxyquinoline Analogue YUM70 Inhibits GRP78 to Induce ER Stress-Mediated Apoptosis in Pancreatic Cancer. Cancer Res 2021; 81:1883-1895. [PMID: 33531374 PMCID: PMC8137563 DOI: 10.1158/0008-5472.can-20-1540] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 09/27/2020] [Accepted: 01/28/2021] [Indexed: 11/16/2022]
Abstract
GRP78 (glucose-regulated protein, 78 kDa) is a key regulator of endoplasmic reticulum (ER) stress signaling. Cancer cells are highly proliferative and have high demand for protein synthesis and folding, which results in significant stress on the ER. To respond to ER stress and maintain cellular homeostasis, cells activate the unfolded protein response (UPR) that promotes either survival or apoptotic death. Cancer cells utilize the UPR to promote survival and growth. In this study, we describe the discovery of a series of novel hydroxyquinoline GRP78 inhibitors. A representative analogue, YUM70, inhibited pancreatic cancer cell growth in vitro and showed in vivo efficacy in a pancreatic cancer xenograft model with no toxicity to normal tissues. YUM70 directly bound GRP78 and inactivated its function, resulting in ER stress-mediated apoptosis. A YUM70 analogue conjugated with BODIPY showed colocalization of the compound with GRP78 in the ER. Moreover, a YUM70-PROTAC (proteolysis targeting chimera) was synthesized to force degradation of GRP78 in pancreatic cancer cells. YUM70 showed a strong synergistic cytotoxicity with topotecan and vorinostat. Together, our study demonstrates that YUM70 is a novel inducer of ER stress, with preclinical efficacy as a monotherapy or in combination with topoisomerase and HDAC inhibitors in pancreatic cancer. SIGNIFICANCE: This study identifies a novel ER stress inducer that binds GRP78 and inhibits pancreatic cancer cell growth in vitro and in vivo, demonstrating its potential as a therapeutic agent for pancreatic cancer.
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Affiliation(s)
- Soma Samanta
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Suhui Yang
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Bikash Debnath
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Ding Xue
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Yuting Kuang
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, California
| | - Kavya Ramkumar
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
- Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, California
| | - Amy S Lee
- Department of Biochemistry and Molecular Medicine, University of Southern California, Keck School of Medicine, USC Norris Comprehensive Cancer Center, Los Angeles, California
| | - Mats Ljungman
- Department of Radiation Oncology, Rogel Cancer Center, Center for RNA Biomedicine, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Nouri Neamati
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan.
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Coskun AF, Han G, Ganesh S, Chen SY, Clavé XR, Harmsen S, Jiang S, Schürch CM, Bai Y, Hitzman C, Nolan GP. Nanoscopic subcellular imaging enabled by ion beam tomography. Nat Commun 2021; 12:789. [PMID: 33542220 PMCID: PMC7862654 DOI: 10.1038/s41467-020-20753-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 12/08/2020] [Indexed: 01/30/2023] Open
Abstract
Multiplexed ion beam imaging (MIBI) has been previously used to profile multiple parameters in two dimensions in single cells within tissue slices. Here, a mathematical and technical framework for three-dimensional (3D) subcellular MIBI is presented. Ion-beam tomography (IBT) compiles ion beam images that are acquired iteratively across successive, multiple scans, and later assembled into a 3D format without loss of depth resolution. Algorithmic deconvolution, tailored for ion beams, is then applied to the transformed ion image series, yielding 4-fold enhanced ion beam data cubes. To further generate 3D sub-ion-beam-width precision visuals, isolated ion molecules are localized in the raw ion beam images, creating an approach coined as SILM, secondary ion beam localization microscopy, providing sub-25 nm accuracy in original ion images. Using deep learning, a parameter-free reconstruction method for ion beam tomograms with high accuracy is developed for low-density targets. In cultured cancer cells and tissues, IBT enables accessible visualization of 3D volumetric distributions of genomic regions, RNA transcripts, and protein factors with 5 nm axial resolution using isotope-enrichments and label-free elemental analyses. Multiparameter imaging of subcellular features at near macromolecular resolution is implemented by the IBT tools as a general biocomputation pipeline for imaging mass spectrometry.
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Affiliation(s)
- Ahmet F. Coskun
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA ,grid.168010.e0000000419368956Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA USA ,grid.213917.f0000 0001 2097 4943Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA USA
| | - Guojun Han
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA
| | - Shambavi Ganesh
- grid.213917.f0000 0001 2097 4943Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA USA ,grid.213917.f0000 0001 2097 4943School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA USA
| | - Shih-Yu Chen
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA
| | - Xavier Rovira Clavé
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA
| | - Stefan Harmsen
- grid.168010.e0000000419368956Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA USA ,grid.25879.310000 0004 1936 8972Present Address: Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Sizun Jiang
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA
| | - Christian M. Schürch
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA ,grid.411544.10000 0001 0196 8249Present Address: Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany
| | - Yunhao Bai
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA USA
| | - Chuck Hitzman
- grid.168010.e0000000419368956Department of Materials Science and Engineering, Stanford University, Stanford, CA USA
| | - Garry P. Nolan
- grid.168010.e0000000419368956Baxter Laboratory, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA USA
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Agarwal S, Bonefas KM, Garay PM, Brookes E, Murata-Nakamura Y, Porter RS, Macfarlan TS, Ren B, Iwase S. KDM1A maintains genome-wide homeostasis of transcriptional enhancers. Genome Res 2021; 31:186-197. [PMID: 33414108 PMCID: PMC7849409 DOI: 10.1101/gr.234559.118] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 12/07/2020] [Indexed: 12/27/2022]
Abstract
Transcriptional enhancers enable exquisite spatiotemporal control of gene expression in metazoans. Enrichment of monomethylation of histone H3 lysine 4 (H3K4me1) is a major chromatin signature of transcriptional enhancers. Lysine (K)-specific demethylase 1A (KDM1A, also known as LSD1), an H3K4me2/me1 demethylase, inactivates stem-cell enhancers during the differentiation of mouse embryonic stem cells (mESCs). However, its role in undifferentiated mESCs remains obscure. Here, we show that KDM1A actively maintains the optimal enhancer status in both undifferentiated and lineage-committed cells. KDM1A occupies a majority of enhancers in undifferentiated mESCs. KDM1A levels at enhancers exhibit clear positive correlations with its substrate H3K4me2, H3K27ac, and transcription at enhancers. In Kdm1a-deficient mESCs, a large fraction of these enhancers gains additional H3K4 methylation, which is accompanied by increases in H3K27 acetylation and increased expression of both enhancer RNAs (eRNAs) and target genes. In postmitotic neurons, loss of KDM1A leads to premature activation of neuronal activity-dependent enhancers and genes. Taken together, these results suggest that KDM1A is a versatile regulator of enhancers and acts as a rheostat to maintain optimal enhancer activity by counterbalancing H3K4 methylation at enhancers.
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Affiliation(s)
- Saurabh Agarwal
- Ludwig Institute for Cancer Research, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, California 92093-0653, USA
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Katherine M Bonefas
- Neuroscience Graduate Program, The University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Patricia M Garay
- Neuroscience Graduate Program, The University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Emily Brookes
- Division of Newborn Medicine, Boston Children's Hospital, and Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Yumie Murata-Nakamura
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Robert S Porter
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Todd S Macfarlan
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Bing Ren
- Ludwig Institute for Cancer Research, Department of Cellular and Molecular Medicine, University of California, San Diego School of Medicine, La Jolla, California 92093-0653, USA
| | - Shigeki Iwase
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
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Abstract
The protein-coding regions of mRNAs have the information to make proteins and hence have been at the center of attention for understanding altered protein functions in disease states, including cancer. Indeed, the discovery of genomic alterations and driver mutations that change protein levels and/or activity has been pivotal in our understanding of cancer biology. However, to better understand complex molecular mechanisms that are deregulated in cancers, we also need to look at non-coding parts of mRNAs, including 3'UTRs (untranslated regions), which control mRNA stability, localization, and translation efficiency. Recently, these rather overlooked regions of mRNAs are gaining attention as mounting evidence provides functional links between 3'UTRs, protein functions, and cancer-related molecular mechanisms. Here, roles of 3'UTRs in cancer biology and mechanisms that result in cancer-specific 3'-end isoform variants will be reviewed. An increased appreciation of 3'UTRs may help the discovery of new ways to explain as of yet unknown oncogene activation and tumor suppressor inactivation cases in cancers, and provide new avenues for diagnostic and therapeutic applications.
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Affiliation(s)
- Ayse Elif Erson-Bensan
- Department of Biological Sciences and Cancer Systems Biology Laboratory, Middle East Technical University (METU, ODTU), Dumlupinar Blv No: 1, Universiteler Mah, 06800, Ankara, Turkey.
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45
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RAC1 plays an essential role in estrogen receptor alpha function in breast cancer cells. Oncogene 2021; 40:5950-5962. [PMID: 34373577 PMCID: PMC8497275 DOI: 10.1038/s41388-021-01985-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 07/14/2021] [Accepted: 07/26/2021] [Indexed: 02/07/2023]
Abstract
The activity of Rho family GTPase protein, RAC1, which plays important normal physiological functions, is dysregulated in multiple cancers. RAC1 is expressed in both estrogen receptor alpha (ER)-positive and ER-negative breast cancer (BC) cells. However, ER-positive BC is more sensitive to RAC1 inhibition. We have determined that reducing RAC1 activity, using siRNA or EHT 1864 (a small molecule Rac inhibitor), leads to rapid ER protein degradation. RAC1 interacts with ER within the ER complex and RAC1 localizes to chromatin binding sites for ER upon estrogen treatment. RAC1 activity is important for RNA Pol II function at both promoters and enhancers of ER target genes and ER-regulated gene transcription is blocked by EHT 1864, in a dose-dependent manner. Having identified that RAC1 is an essential ER cofactor for ER protein stability and ER transcriptional activity, we report that RAC1 inhibition could be an effective therapeutic approach for ER-positive BC.
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46
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Valin A, Del Rey MJ, Municio C, Usategui A, Romero M, Fernández-Felipe J, Cañete JD, Blanco FJ, Ruano Y, Criado G, Pablos JL. IL6/sIL6R regulates TNFα-inflammatory response in synovial fibroblasts through modulation of transcriptional and post-transcriptional mechanisms. BMC Mol Cell Biol 2020; 21:74. [PMID: 33126846 PMCID: PMC7596982 DOI: 10.1186/s12860-020-00317-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 10/14/2020] [Indexed: 01/01/2023] Open
Abstract
Introduction The clinical efficacy of specific interleukin-6 inhibitors has confirmed the central role of IL6 in rheumatoid arthritis (RA). However the local role of IL6, in particular in synovial fibroblasts (SF) as a direct cellular target to IL6/sIL6R signal is not well characterized. The purpose of the study was to characterize the crosstalk between TNFα and IL6/sIL6R signaling to the effector pro-inflammatory response of SF. Methods SF lines were stimulated with either TNFα, IL6/sIL6R, or both together, for the time and dose indicated for each experiment, and where indicated, cells were treated with inhibitors actinomycin D, adalimumab, ruxolitinib and cycloheximide. mRNA expression of cytokines, chemokines and matrix metalloproteases (MMPs) were analyzed by quantitative RT-PCR. Level of IL8/CXCL8 and CCL8 in culture supernatants was measured by ELISA. Mononuclear and polymorphonuclear cells migration assays were assessed by transwell using conditioned medium from SF cultures. Statistical analyses were performed as indicated in the corresponding figure legends and a p-value < 0.05 was considered statistically significant. Results The stimulation of SF with IL6/sIL6R and TNFα, cooperatively promotes the expression of mono- and lymphocytic chemokines such as IL6, CCL8 and CCL2, as well as matrix degrading enzymes such as MMP1, while inhibiting the induction of central neutrophil chemokines such as IL8/CXCL8. These changes in the pattern of chemokines expression resulted in reduced polymorphonuclear (PMN) and increased mononuclear cells (MNC) chemoattraction by SF. Mechanistic analyses of the temporal expression of genes demonstrated that the cooperative regulation mediated by these two factors is mostly induced through de novo transcriptional mechanisms activated by IL6/sIL6R. Furthermore, we also demonstrate that TNFα and IL6/sIL6R cooperation is partially mediated by the expression of secondary factors signaling through JAK/STAT pathways. Conclusions These results point out to a highly orchestrated response to IL6 in TNFα-induced SF and provide additional insights into the role of IL6/sIL6R in the context of RA, highlighting the contribution of IL6/sIL6R to the interplay of SF with other inflammatory cells. Supplementary information Supplementary information accompanies this paper at 10.1186/s12860-020-00317-7.
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Affiliation(s)
- Alvaro Valin
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain. .,Present Address: Springer Healthcare Iberica SL, Madrid, Spain.
| | - Manuel J Del Rey
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Cristina Municio
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Alicia Usategui
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Marina Romero
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Jesús Fernández-Felipe
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Juan D Cañete
- Unitat d'Artritis, Servei de Reumatologia, Hospital Clínic de Barcelona and Institut d'Investigacions Biomèdiques August Pí i Sunyer, Barcelona, Spain
| | - Francisco J Blanco
- Laboratorio de Investigación Osteoarticular y del Envejecimiento, Instituto de Investigación Biomédica de A Coruña, INIBIC, A Coruña, Spain
| | - Yolanda Ruano
- Servicio de Anatomía Patológica, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Gabriel Criado
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - José L Pablos
- Grupo de Enfermedades Inflamatorias y Autoinmunes, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain. .,Servicio de Reumatología, Hospital 12 de Octubre, Universidad Complutense de Madrid, 28041, Madrid, Spain.
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Surowiec RK, Ferris SF, Apfelbaum A, Espinoza C, Mehta RK, Monchamp K, Sirihorachai VR, Bedi K, Ljungman M, Galban S. Transcriptomic Analysis of Diffuse Intrinsic Pontine Glioma (DIPG) Identifies a Targetable ALDH-Positive Subset of Highly Tumorigenic Cancer Stem-like Cells. Mol Cancer Res 2020; 19:223-239. [PMID: 33106374 DOI: 10.1158/1541-7786.mcr-20-0464] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 09/11/2020] [Accepted: 10/19/2020] [Indexed: 11/16/2022]
Abstract
Understanding the cancer stem cell (CSC) landscape in diffuse intrinsic pontine glioma (DIPG) is desperately needed to address treatment resistance and identify novel therapeutic approaches. Patient-derived DIPG cells demonstrated heterogeneous expression of aldehyde dehydrogenase (ALDH) and CD133 by flow cytometry. Transcriptome-level characterization identified elevated mRNA levels of MYC, E2F, DNA damage repair (DDR) genes, glycolytic metabolism, and mTOR signaling in ALDH+ compared with ALDH-, supporting a stem-like phenotype and indicating a druggable target. ALDH+ cells demonstrated increased proliferation, neurosphere formation, and initiated tumors that resulted in decreased survival when orthotopically implanted. Pharmacologic MAPK/PI3K/mTOR targeting downregulated MYC, E2F, and DDR mRNAs and reduced glycolytic metabolism. In vivo PI3K/mTOR targeting inhibited tumor growth in both flank and an ALDH+ orthotopic tumor model likely by reducing cancer stemness. In summary, we describe existence of ALDH+ DIPGs with proliferative properties due to increased metabolism, which may be regulated by the microenvironment and likely contributing to drug resistance and tumor recurrence. IMPLICATIONS: Characterization of ALDH+ DIPGs coupled with targeting MAPK/PI3K/mTOR signaling provides an impetus for molecularly targeted therapy aimed at addressing the CSC phenotype in DIPG.
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Affiliation(s)
- Rachel K Surowiec
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Sarah F Ferris
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - April Apfelbaum
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan.,Cancer Biology Graduate Program, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Carlos Espinoza
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Ranjit K Mehta
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Karamoja Monchamp
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Veerin R Sirihorachai
- Cancer Biology Graduate Program, The University of Michigan Medical School, Ann Arbor, Michigan.,Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Karan Bedi
- Cancer Biology Graduate Program, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Mats Ljungman
- Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Radiation Oncology, The University of Michigan Medical School, Ann Arbor, Michigan.,Department of Environmental Health Sciences, The University of Michigan Medical School, Ann Arbor, Michigan.,Center for RNA Biomedicine, The University of Michigan Medical School, Ann Arbor, Michigan
| | - Stefanie Galban
- Center for Molecular Imaging, The University of Michigan Medical School, Ann Arbor, Michigan. .,Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan.,Rogel Cancer Center, The University of Michigan Medical School, Ann Arbor, Michigan
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48
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George JT, Srivatsan SG. Bioorthogonal chemistry-based RNA labeling technologies: evolution and current state. Chem Commun (Camb) 2020; 56:12307-12318. [PMID: 33026365 PMCID: PMC7611129 DOI: 10.1039/d0cc05228k] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
To understand the structure and ensuing function of RNA in various cellular processes, researchers greatly rely on traditional as well as contemporary labeling technologies to devise efficient biochemical and biophysical platforms. In this context, bioorthogonal chemistry based on chemoselective reactions that work under biologically benign conditions has emerged as a state-of-the-art labeling technology for functionalizing biopolymers. Implementation of this technology on sugar, protein, lipid and DNA is fairly well established. However, its use in labeling RNA has posed challenges due to the fragile nature of RNA. In this feature article, we provide an account of bioorthogonal chemistry-based RNA labeling techniques developed in our lab along with a detailed discussion on other technologies put forward recently. In particular, we focus on the development and applications of covalent methods to label RNA by transcription and posttranscription chemo-enzymatic approaches. It is expected that existing as well as new bioorthogonal functionalization methods will immensely advance our understanding of RNA and support the development of RNA-based diagnostic and therapeutic tools.
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Affiliation(s)
- Jerrin Thomas George
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr Homi Bhabha Road, Pune 411008, India.
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Shergalis A, Xue D, Gharbia FZ, Driks H, Shrestha B, Tanweer A, Cromer K, Ljungman M, Neamati N. Characterization of Aminobenzylphenols as Protein Disulfide Isomerase Inhibitors in Glioblastoma Cell Lines. J Med Chem 2020; 63:10263-10286. [PMID: 32830969 PMCID: PMC8103808 DOI: 10.1021/acs.jmedchem.0c00728] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Disulfide bond formation is a critical post-translational modification of newly synthesized polypeptides in the oxidizing environment of the endoplasmic reticulum and is mediated by protein disulfide isomerase (PDIA1). In this study, we report a series of α-aminobenzylphenol analogues as potent PDI inhibitors. The lead compound, AS15, is a covalent nanomolar inhibitor of PDI, and the combination of AS15 analogues with glutathione synthesis inhibitor buthionine sulfoximine (BSO) leads to synergistic cell growth inhibition. Using nascent RNA sequencing, we show that an AS15 analogue triggers the unfolded protein response in glioblastoma cells. A BODIPY-labeled analogue binds proteins including PDIA1, suggesting that the compounds are cell-permeable and reach the intended target. Taken together, these findings demonstrate an extensive biochemical characterization of a novel series of highly potent reactive small molecules that covalently bind to PDI.
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Affiliation(s)
- Andrea Shergalis
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Ding Xue
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Fatma Z. Gharbia
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Hannah Driks
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Binita Shrestha
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Amina Tanweer
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Kirin Cromer
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Mats Ljungman
- Department of Radiation Oncology, University of Michigan Medical School and Rogel Cancer Center, School of Public Health, Ann Arbor, Michigan 48109, United States
| | - Nouri Neamati
- Department of Medicinal Chemistry, College of Pharmacy, Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan 48109, United States
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Tian Y, Zeng Z, Li X, Wang Y, Chen R, Mattijssen S, Gaidamakov S, Wu Y, Maraia RJ, Peng W, Zhu J. Transcriptome-wide stability analysis uncovers LARP4-mediated NFκB1 mRNA stabilization during T cell activation. Nucleic Acids Res 2020; 48:8724-8739. [PMID: 32735645 PMCID: PMC7470963 DOI: 10.1093/nar/gkaa643] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 06/30/2020] [Accepted: 07/22/2020] [Indexed: 02/07/2023] Open
Abstract
T cell activation is a well-established model for studying cellular responses to exogenous stimulation. Motivated by our previous finding that intron retention (IR) could lead to transcript instability, in this study, we performed BruChase-Seq to experimentally monitor the expression dynamics of nascent transcripts in resting and activated CD4+ T cells. Computational modeling was then applied to quantify the stability of spliced and intron-retained transcripts on a genome-wide scale. Beyond substantiating that intron-retained transcripts were considerably less stable than spliced transcripts, we found a global stabilization of spliced mRNAs upon T cell activation, although the stability of intron-retained transcripts remained relatively constant. In addition, we identified that La-related protein 4 (LARP4), an RNA-binding protein (RBP) known to enhance mRNA stability, was involved in T cell activation-dependent mRNA stabilization. Knocking out Larp4 in mice destabilized Nfκb1 mRNAs and reduced secretion of interleukin-2 (IL2) and interferon-gamma (IFNγ), two factors critical for T cell proliferation and function. We propose that coordination between splicing regulation and mRNA stability may provide a novel paradigm to control spatiotemporal gene expression during T cell activation.
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Affiliation(s)
- Yi Tian
- Department of Physics, George Washington University, Washington, DC 20052, USA
- Systems Biology Center, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
- Institute of Immunology, PLA, Third Military Medical University, Chongqing 400038, PR China
| | - Zhouhao Zeng
- Department of Physics, George Washington University, Washington, DC 20052, USA
| | - Xiang Li
- Department of Physics, George Washington University, Washington, DC 20052, USA
| | - Yiyin Wang
- Systems Biology Center, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Runsen Chen
- Systems Biology Center, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
- Department of Cardiothoracic Surgery, Children's Hospital of Nanjing Medical University, Nanjing 210008, China
| | - Sandy Mattijssen
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Sergei Gaidamakov
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Yuzhang Wu
- Institute of Immunology, PLA, Third Military Medical University, Chongqing 400038, PR China
| | - Richard J Maraia
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Weiqun Peng
- Department of Physics, George Washington University, Washington, DC 20052, USA
| | - Jun Zhu
- Systems Biology Center, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
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