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Li QK, Lih TM, Clark DJ, Chen L, Schnaubelt M, Zhang H. Sonication-assisted protein extraction improves proteomic detection of membrane-bound and DNA-binding proteins from tumor tissues. Nat Protoc 2025:10.1038/s41596-024-01113-9. [PMID: 39962197 DOI: 10.1038/s41596-024-01113-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 11/15/2024] [Indexed: 03/21/2025]
Abstract
Deep-scale, mass spectrometry-based proteomic studies by the Clinical Proteomic Tumor Analysis Consortium (CPTAC) program involves tissue lysis using urea buffer before data acquisition via mass spectrometry for quantitative global proteomic and phosphoproteomic analysis. This is described in a 2018 protocol1. Here we report an update to this initial protocol by implementing a sonication step into urea-based tissue lysis. Similar to the initial CPTAC protocol, we identified >12,000 proteins and >25,000 phosphopeptides in a tandem mass tag (TMT) set containing both nonsonicated and sonicated tumor tissues from patient-derived xenograft mouse models. An improvement in the detection of membrane-bound and DNA-binding proteins was observed by including the sonication. We also offer recommendations for optimal sonication conditions such as the buffer composition, timing of sonication cycle, instrumentation settings and a troubleshooting section for potential users. Additionally, the protocol is equally applicable to other biological specimens.
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Affiliation(s)
- Qing Kay Li
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA.
| | - T Mamie Lih
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - David J Clark
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Lijun Chen
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Michael Schnaubelt
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, MD, USA.
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2
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Leclair NK, Brugiolo M, Park S, Devoucoux M, Urbanski L, Angarola BL, Yurieva M, Anczuków O. Antisense oligonucleotide-mediated TRA2β poison exon inclusion induces the expression of a lncRNA with anti-tumor effects. Nat Commun 2025; 16:1670. [PMID: 39955311 PMCID: PMC11829967 DOI: 10.1038/s41467-025-56913-8] [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: 07/06/2023] [Accepted: 02/05/2025] [Indexed: 02/17/2025] Open
Abstract
Upregulated expression of the oncogenic splicing factor TRA2β occurs in human tumors partly through decreased inclusion of its autoregulatory non-coding poison exon (PE). Here, we reveal that low TRA2β-PE inclusion negatively impacts patient survival across several tumor types. We demonstrate the ability of splice-switching antisense oligonucleotides (ASOs) to promote TRA2β-PE inclusion and lower TRA2β protein levels in pre-clinical cancer models. TRA2β-PE-targeting ASOs induce anti-cancer phenotypes and widespread transcriptomic alterations with functional impact on RNA processing, mTOR, and p53 signaling pathways. Surprisingly, the effect of TRA2β-PE-targeting ASOs on cell viability are not phenocopied by TRA2β knockdown. Mechanistically, we find that the ASO functions by both decreasing TRA2β protein and inducing the expression of TRA2β-PE-containing transcripts that act as long non-coding RNAs to sequester nuclear proteins. Finally, TRA2β-PE-targeting ASOs are toxic to preclinical 3D organoid and in vivo patient-derived xenograft models. Together, we demonstrate that TRA2β-PE acts both as a regulator of protein expression and a long-noncoding RNA to control cancer cell growth. Drugging oncogenic splicing factors using PE-targeting ASOs is a promising therapeutic strategy.
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Affiliation(s)
- Nathan K Leclair
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
- Graduate Program in Genetics and Development, UConn Health, Farmington, CT, USA
| | - Mattia Brugiolo
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - SungHee Park
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Maeva Devoucoux
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Laura Urbanski
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
- Graduate Program in Genetics and Development, UConn Health, Farmington, CT, USA
| | | | - Marina Yurieva
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Olga Anczuków
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
- Department of Genetics and Genome Sciences, UConn Health, Farmington, CT, USA.
- Institute for Systems Genomics, UConn Health, Farmington, CT, USA.
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Li J, Bao X, Yu W, Chen X, Ni Y, Shi Y, Wang J, Sun Y, Chen A, Zhou W, Ye H. FOXA1 activates NOLC1 transcription through NOTCH pathway to promote cell stemness in lung adenocarcinoma. Kaohsiung J Med Sci 2025; 41:e12930. [PMID: 39789998 PMCID: PMC11827541 DOI: 10.1002/kjm2.12930] [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: 07/23/2024] [Revised: 12/13/2024] [Accepted: 12/15/2024] [Indexed: 01/12/2025] Open
Abstract
Tumor cell stemness plays a pivotal role in generating functional heterogeneity within tumors and is implicated in essential processes such as drug resistance, metastasis, and cell proliferation. Therefore, creating novel tumor diagnostic techniques and therapeutic plans requires a knowledge of the possible processes that preserve the stem cell-like qualities of cancers. Bioinformatics analysis of NOLC1 expression in lung adenocarcinoma (LUAD) and prediction of its upstream transcription factors and their binding sites were completed. RT-qPCR detection of NOLC1 and FOXA1 expression, colony formation assay of cell proliferation, Transwell assay of cell invasion, sphere formation assay of cell stemness, western blot detection of CD133, OCT4, GLI1, NOTCH1 and Hes1 expression, CCK-8 assay of IC50 value of cisplatin, and ChIP and dual-luciferase reporter validation of binding relationship between NOLC1 and FOXA1 were done. NOLC1 expression was elevated in LUAD cells and tissues. Decreased NOLC1 expression inhibited the proliferation and invasive capacity of LUAD cells, prevented LUAD cells from becoming stem cells, and suppressed cisplatin resistance in the cells. Rescue tests demonstrated that NOLC1 activated the NOTCH pathway to increase the stemness of LUAD cells and promoted cisplatin resistance in LUAD cells. The activation of NOLC1 transcription by FOXA1 was validated by bioinformatics prediction and molecular verification, and the FOXA1/NOLC1 axis enhanced the stemness of LUAD cells. Activation of NOLC1 transcription by FOXA1 through NOTCH pathway promoted stemness of LUAD. FOXA1/NOLC1 axis is expected to become a new target for inhibiting stemness of LUAD cells.
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Affiliation(s)
- Ji‐Fa Li
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Xiao‐Qiong Bao
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Wen‐Wen Yu
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Xiang‐Xiang Chen
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Yang‐Yang Ni
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Yu‐Bo Shi
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Jin‐Cong Wang
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Yang‐Jie Sun
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Ai‐Li Chen
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Wei‐Long Zhou
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
| | - Hua Ye
- Department of Respiratory and Critical Care Medicine of Affiliated Yueqing HospitalWenzhou Medical UniversityYueqingChina
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4
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Wang X, Liu R, Zhou L, Liu T, Wu H, Chen T, Liu L, Zhang X, Yang Y, Guo Y, Wang Y, Fu S, He G, Zheng C, Deng X. Filamentous Actin in the Nucleus in Triple-Negative Breast Cancer Stem Cells: A Key to Drug-Induced Nucleolar Stress and Stemness Inhibition? J Cancer 2024; 15:5636-5642. [PMID: 39308680 PMCID: PMC11414619 DOI: 10.7150/jca.98113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 07/09/2024] [Indexed: 09/25/2024] Open
Abstract
Actin, primarily a cytoplasmic cytoskeleton protein, is transported in and out of the nucleus with the help of actin-binding proteins (ABPs). Actin exists in two forms, i.e., monomeric globular (G-actin) and polymerized filamentous (F-actin). While G-actin promotes gene transcription by associating with RNA polymerases, F-actin can inhibit this effect in the nucleus. Unexpectedly, we found that lovastatin, an FDA-approved lipid-lowering drug, induces actin redistribution and its translocation into the nucleus in triple-negative breast cancer (TNBC) cancer stem cells. Lovastatin treatment also decreased levels of rRNAs and stemness markers, which are transcription products of RNA Pol I and Pol II, respectively. Bioinformatics analysis showed that actin genes were positively correlated with ABP genes involved in the translocation/polymerization and transcriptional regulation of nuclear actin in breast cancer. Similar correlations were found between actin genes and RNA Pol I genes and stemness-related genes. We propose a model to explain the roles of lovastatin in inducing nucleolar stress and inhibiting stemness in TNBC cancer stem cells. In our model, lovastatin induces translocation/accumulation of F-actin in the nucleus/nucleolus, which, in turn, induces nucleolar stress and stemness inhibition by suppressing the synthesis of rRNAs and decreasing the expression of stemness-related genes. Our model has opened up a new field of research on the roles of nuclear actin in cancer biology, offering potential therapeutic targets for the treatment of TNBC.
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Affiliation(s)
- Xinyu Wang
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Runhong Liu
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Linli Zhou
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Tianyi Liu
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Hongyuan Wu
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Tiechui Chen
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Linya Liu
- College of Acupuncture-Moxibustion and Rehabilitation, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Xian Zhang
- College of Acupuncture-Moxibustion and Rehabilitation, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Yiyuan Yang
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Yuxuan Guo
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Yian Wang
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Shujun Fu
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Guangchun He
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Chanjuan Zheng
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
| | - Xiyun Deng
- Key Laboratory of Translational Cancer Stem Cell Research, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan 410013, China
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5
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Zheng C, Yao H, Lu L, Li H, Zhou L, He X, Xu X, Xia H, Ding S, Yang Y, Wang X, Wu M, Xue L, Chen S, Peng X, Cheng Z, Wang Y, He G, Fu S, Keller ET, Liu S, Jiang YZ, Deng X. Dysregulated Ribosome Biogenesis Is a Targetable Vulnerability in Triple-Negative Breast Cancer: MRPS27 as a Key Mediator of the Stemness-inhibitory Effect of Lovastatin. Int J Biol Sci 2024; 20:2130-2148. [PMID: 38617541 PMCID: PMC11008279 DOI: 10.7150/ijbs.94058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/16/2024] [Indexed: 04/16/2024] Open
Abstract
Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer with limited effective therapeutic options readily available. We have previously demonstrated that lovastatin, an FDA-approved lipid-lowering drug, selectively inhibits the stemness properties of TNBC. However, the intracellular targets of lovastatin in TNBC remain largely unknown. Here, we unexpectedly uncovered ribosome biogenesis as the predominant pathway targeted by lovastatin in TNBC. Lovastatin induced the translocation of ribosome biogenesis-related proteins including nucleophosmin (NPM), nucleolar and coiled-body phosphoprotein 1 (NOLC1), and the ribosomal protein RPL3. Lovastatin also suppressed the transcript levels of rRNAs and increased the nuclear protein level and transcriptional activity of p53, a master mediator of nucleolar stress. A prognostic model generated from 10 ribosome biogenesis-related genes showed outstanding performance in predicting the survival of TNBC patients. Mitochondrial ribosomal protein S27 (MRPS27), the top-ranked risky model gene, was highly expressed and correlated with tumor stage and lymph node involvement in TNBC. Mechanistically, MRPS27 knockdown inhibited the stemness properties and the malignant phenotypes of TNBC. Overexpression of MRPS27 attenuated the stemness-inhibitory effect of lovastatin in TNBC cells. Our findings reveal that dysregulated ribosome biogenesis is a targetable vulnerability and targeting MRPS27 could be a novel therapeutic strategy for TNBC patients.
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Affiliation(s)
- Chanjuan Zheng
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Hui Yao
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Lu Lu
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Hongqi Li
- Fudan University Shanghai Cancer Center & Institutes of Biomedical Sciences, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Lei Zhou
- Fudan University Shanghai Cancer Center & Institutes of Biomedical Sciences, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Xueyan He
- Fudan University Shanghai Cancer Center & Institutes of Biomedical Sciences, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Xi Xu
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Hongzhuo Xia
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Siyu Ding
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Yiyuan Yang
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Xinyu Wang
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Muyao Wu
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Lian Xue
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Sisi Chen
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Xiaojun Peng
- Jingjie PTM BioLab Co. Ltd., Hangzhou Economic and Technological Development Area, Hangzhou, China
| | - Zhongyi Cheng
- Jingjie PTM BioLab Co. Ltd., Hangzhou Economic and Technological Development Area, Hangzhou, China
| | - Yian Wang
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Guangchun He
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Shujun Fu
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
| | - Evan T. Keller
- Department of Urology and Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - Suling Liu
- Fudan University Shanghai Cancer Center & Institutes of Biomedical Sciences, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Yi-zhou Jiang
- Key Laboratory of Breast Cancer in Shanghai, Department of Breast Surgery, Precision Cancer Medicine Center, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiyun Deng
- Key Laboratory of Model Animals and Stem Cell Biology in Hunan Province, Department of Pathophysiology, Hunan Normal University School of Medicine, Changsha, Hunan, China
- Key Laboratory of Translational Cancer Stem Cell Research, Hunan Normal University, Changsha, Hunan, China
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