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Li Y, Sun X, Huang Z. USP7 facilitates deubiquitination of LRRC42 in colorectal cancer to accelerate tumorigenesis and augment Wnt/β-catenin signaling. BIOCHIMICA ET BIOPHYSICA ACTA. MOLECULAR CELL RESEARCH 2024; 1872:119859. [PMID: 39393471 DOI: 10.1016/j.bbamcr.2024.119859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 09/25/2024] [Accepted: 10/04/2024] [Indexed: 10/13/2024]
Abstract
Colorectal cancer is a prevalent malignancy with an increasing incidence worldwide. Leucine-rich repeat-containing protein 42 (LRRC42) is known to be dysregulated in tumor tissues, yet its role in colorectal cancer remains largely unexplored. Herein, the function of LRRC42 in colorectal cancer was investigated using clinical samples, cellular experiments, animal models, and multiple omics techniques. The results demonstrated that LRRC42 was highly expressed in colorectal cancer tissues and was associated with poor clinical outcomes. Silencing LRRC42 suppressed cell proliferation, induced G0/G1 phase arrest, and promoted apoptosis by reducing Bcl2 expression while elevating the expression of Bax, cleaved PARP and cleaved caspase 3. Conversely, LRRC42 overexpression exhibited the opposite effects. Consistent findings were observed in vivo. Additionally, ubiquitin specific peptidase 7 was identified as a potential LRRC42-interacting protein through immunoprecipitation-mass spectrometry, with ubiquitin specific peptidase 7 stabilizing LRRC42 expression by promoting its deubiquitination. Notably, LRRC42 overexpression partially reversed the effects of ubiquitin specific peptidase 7 silencing on tumor cell proliferation and apoptosis. mRNA sequencing analysis revealed that differentially expressed genes in LRRC42 overexpressing cells were linked to Wnt signaling pathway, suggesting that LRRC42 overexpression may activate this pathway. Furthermore, LRRC42 was proved to elevate the levels of ki67, cyclin D1 and WNT3, while reducing the level of p-β-catenin. These findings suggest that LRRC42 perhaps serve as a potential oncogenic factor in colorectal cancer, regulated by ubiquitin specific peptidase 7 and capable of activating Wnt/β-catenin signaling pathway.
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Affiliation(s)
- Yunze Li
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Xin Sun
- Department of Digestive Diseases 2, Liaoning Cancer Hospital & Institute, Shenyang, People's Republic of China
| | - Zhe Huang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, People's Republic of China.
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2
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Barnada SM, Giner de Gracia A, Morenilla-Palao C, López-Cascales MT, Scopa C, Waltrich FJ, Mikkers HMM, Cicardi ME, Karlin J, Trotti D, Peterson KA, Brugmann SA, Santen GWE, McMahon SB, Herrera E, Trizzino M. ARID1A-BAF coordinates ZIC2 genomic occupancy for epithelial-to-mesenchymal transition in cranial neural crest specification. Am J Hum Genet 2024; 111:2232-2252. [PMID: 39226899 DOI: 10.1016/j.ajhg.2024.07.022] [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: 04/25/2024] [Revised: 07/30/2024] [Accepted: 07/30/2024] [Indexed: 09/05/2024] Open
Abstract
The BAF chromatin remodeler regulates lineage commitment including cranial neural crest cell (CNCC) specification. Variants in BAF subunits cause Coffin-Siris syndrome (CSS), a congenital disorder characterized by coarse craniofacial features and intellectual disability. Approximately 50% of individuals with CSS harbor variants in one of the mutually exclusive BAF subunits, ARID1A/ARID1B. While Arid1a deletion in mouse neural crest causes severe craniofacial phenotypes, little is known about the role of ARID1A in CNCC specification. Using CSS-patient-derived ARID1A+/- induced pluripotent stem cells to model CNCC specification, we discovered that ARID1A-haploinsufficiency impairs epithelial-to-mesenchymal transition (EMT), a process necessary for CNCC delamination and migration from the neural tube. Furthermore, wild-type ARID1A-BAF regulates enhancers associated with EMT genes. ARID1A-BAF binding at these enhancers is impaired in heterozygotes while binding at promoters is unaffected. At the sequence level, these EMT enhancers contain binding motifs for ZIC2, and ZIC2 binding at these sites is ARID1A-dependent. When excluded from EMT enhancers, ZIC2 relocates to neuronal enhancers, triggering aberrant neuronal gene activation. In mice, deletion of Zic2 impairs NCC delamination, while ZIC2 overexpression in chick embryos at post-migratory neural crest stages elicits ectopic delamination from the neural tube. These findings reveal an essential ARID1A-ZIC2 axis essential for EMT and CNCC delamination.
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Affiliation(s)
- Samantha M Barnada
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Aida Giner de Gracia
- Instituto de Neurociencias de Alicante (Consejo Superior de Investigaciones Científicas- Universidad Miguel Hernández, CSIC-UMH). Campus San Juan, Avd. Ramón y Cajal s/n, 03550 San Juan de Alicante, Spain
| | - Cruz Morenilla-Palao
- Instituto de Neurociencias de Alicante (Consejo Superior de Investigaciones Científicas- Universidad Miguel Hernández, CSIC-UMH). Campus San Juan, Avd. Ramón y Cajal s/n, 03550 San Juan de Alicante, Spain
| | - Maria Teresa López-Cascales
- Instituto de Neurociencias de Alicante (Consejo Superior de Investigaciones Científicas- Universidad Miguel Hernández, CSIC-UMH). Campus San Juan, Avd. Ramón y Cajal s/n, 03550 San Juan de Alicante, Spain
| | - Chiara Scopa
- Jefferson Weinberg ALS Center, Vickie and Jack Farber Institute for Neuroscience, Department of Neuroscience, Thomas Jefferson University, Philadelphia, PA, USA
| | - Francis J Waltrich
- Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Harald M M Mikkers
- Department of Cell & Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | - Maria Elena Cicardi
- Jefferson Weinberg ALS Center, Vickie and Jack Farber Institute for Neuroscience, Department of Neuroscience, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jonathan Karlin
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Davide Trotti
- Jefferson Weinberg ALS Center, Vickie and Jack Farber Institute for Neuroscience, Department of Neuroscience, Thomas Jefferson University, Philadelphia, PA, USA
| | | | - Samantha A Brugmann
- Division of Developmental Biology, Department of Pediatrics at Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Gijs W E Santen
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Steven B McMahon
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Eloísa Herrera
- Instituto de Neurociencias de Alicante (Consejo Superior de Investigaciones Científicas- Universidad Miguel Hernández, CSIC-UMH). Campus San Juan, Avd. Ramón y Cajal s/n, 03550 San Juan de Alicante, Spain.
| | - Marco Trizzino
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, PA, USA; Department of Life Sciences, Imperial College London, London, UK.
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3
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Correa AF, Kalashnikova E, Wu HT, Winters RM, Balcioglu M, Sudhaman S, Connolly DC, Gong Y, Uzzo RG, Sethi H, ElNaggar AC, Aleshin A, Liu MC, Abbosh PH. Association of circulating tumor DNA with patient prognosis in surgically resected renal cell carcinoma. Oncologist 2024; 29:887-893. [PMID: 39013784 PMCID: PMC11449105 DOI: 10.1093/oncolo/oyae180] [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: 02/20/2024] [Accepted: 06/20/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Despite complete resection, 20%-50% of patients with localized renal cell carcinoma (RCC) experience recurrence within 5 years. Accurate assessment of prognosis in high-risk patients would aid in improving outcomes. Here we evaluate the use of circulating tumor DNA (ctDNA) in RCC using banked samples and clinical data from a single institution. METHODS The cohort consisted of 45 RCC patients (≥pT1b) who underwent complete resection. The presence of ctDNA in plasma was determined using a personalized, tumor-informed ctDNA assay (Signatera RUO, Natera, Inc.). Relationships with outcomes and other relevant clinical variables were assessed. The median follow-up was 62 months. RESULTS Plasma ctDNA was detected in 18 out of 36 patients (50%) pre-operatively and was associated with increased tumor size (mean 9.3 cm vs. 7.0 cm, P < .05) and high Fuhrman grade (60% grades III-IV vs 27% grade II, P = .07). The presence of ctDNA, either pre-operatively or at any time post-operatively, was associated with inferior relapse-free survival (HR = 2.70, P = .046; HR = 3.23, P = .003, respectively). Among patients who were ctDNA positive at any time point, the sensitivity of relapse prediction was 84% with a PPV of 90%. Of note, ctDNA positivity at a post-surgical time point revealed a PPV of 100% and NPV of 64%. The lack of ctDNA detection at both time points yielded an NPV of 80%. CONCLUSIONS Detection of plasma ctDNA using a personalized assay is prognostic of recurrence in patients with resected RCC. Herein, we describe a successful approach for its application and identify potential limitations to be addressed in future studies.
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MESH Headings
- Humans
- Carcinoma, Renal Cell/surgery
- Carcinoma, Renal Cell/blood
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/mortality
- Circulating Tumor DNA/blood
- Circulating Tumor DNA/genetics
- Female
- Male
- Prognosis
- Middle Aged
- Aged
- Kidney Neoplasms/surgery
- Kidney Neoplasms/blood
- Kidney Neoplasms/genetics
- Kidney Neoplasms/pathology
- Kidney Neoplasms/mortality
- Adult
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/genetics
- Neoplasm Recurrence, Local/blood
- Neoplasm Recurrence, Local/pathology
- Neoplasm Recurrence, Local/genetics
- Aged, 80 and over
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Affiliation(s)
- Andres F Correa
- Department of Urology, Fox Chase Cancer Center, Philadelphia, PA, United States
| | | | | | - Ryan M Winters
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, United States
- WuXi Advanced Therapies, Cheltenham, PA, United States
| | | | | | - Denise C Connolly
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, United States
- Nuclear Dynamics and Cancer, Fox Chase Cancer Center, Philadelphia, PA, United States
| | - Yulan Gong
- Department of Pathology, Fox Chase Cancer Center, Philadelphia, PA, United States
| | - Robert G Uzzo
- Department of Urology, Fox Chase Cancer Center, Philadelphia, PA, United States
| | | | | | | | | | - Philip H Abbosh
- Nuclear Dynamics and Cancer, Fox Chase Cancer Center, Philadelphia, PA, United States
- Department of Urology, Albert Einstein Medical Center, Philadelphia, PA, United States
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Kotagiri S, Blazanin N, Xi Y, Han Y, Qudratullah M, Liang X, Wang Y, Pandey P, Mazhar H, Lam TN, Singh AK, Wang J, Lissanu Y. Enhancer reprogramming underlies therapeutic utility of a SMARCA2 degrader in SMARCA4 mutant cancer. Cell Chem Biol 2024:S2451-9456(24)00396-9. [PMID: 39378885 DOI: 10.1016/j.chembiol.2024.09.004] [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: 10/12/2023] [Revised: 07/02/2024] [Accepted: 09/11/2024] [Indexed: 10/10/2024]
Abstract
Genomic studies have identified frequent mutations in subunits of the SWI/SNF (switch/sucrose non-fermenting) chromatin remodeling complex including SMARCA4 and ARID1A in non-small cell lung cancer (NSCLC). Genetic evidence indicates that the paralog SMARCA2 is synthetic lethal to SMARCA4 suggesting SMARCA2 is a valuable therapeutic target. However, the discovery of selective inhibitors of SMARCA2 has been challenging. Here, we utilized structure-activity relationship (SAR) studies to develop YD23, a potent and selective proteolysis targeting chimera (PROTAC) targeting SMARCA2. Mechanistically, we show that SMARCA2 degradation induces reprogramming of the enhancer landscape in SMARCA4-mutant cells with loss of chromatin accessibility at enhancers of genes involved in cell proliferation. Furthermore, we identified YAP/TEADas key partners to SMARCA2 in driving growth of SMARCA4-mutant cells. Finally, we show that YD23 has potent tumor growth inhibitory activity in SMARCA4-mutant xenografts. These findings provide the mechanistic basis for development of SMARCA2 degraders as synthetic lethal therapeutics against SMARCA4-mutant lung cancers.
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Affiliation(s)
- Sasikumar Kotagiri
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Nicholas Blazanin
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yuanxin Xi
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yanyan Han
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Md Qudratullah
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xiaobing Liang
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yawen Wang
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Poonam Pandey
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Hira Mazhar
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Truong Nguyen Lam
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anand Kamal Singh
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yonathan Lissanu
- Department of Cardiovascular and Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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5
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Lee J, Moon S, Kwon HJ, Lee S, Choe G, Lee KS. Evaluation of PD-L1 expression in PBRM1-altered clear cell renal cell carcinoma. Urol Oncol 2024:S1078-1439(24)00658-6. [PMID: 39341712 DOI: 10.1016/j.urolonc.2024.09.013] [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: 03/01/2024] [Revised: 08/05/2024] [Accepted: 09/15/2024] [Indexed: 10/01/2024]
Abstract
PURPOSE Clear cell renal cell carcinoma (ccRCC) often harbors Polybromo 1 (PBRM1) alterations. These alterations are associated with immune checkpoint blockade response in ccRCC, particularly antiprogrammed cell death 1 (PD1)/programmed cell death ligand 1 (PD-L1)-targeted therapy. However, the association between PBRM1 alterations and PD-L1 expression in ccRCC remains unclear. MATERIALS AND METHODS We analyzed alterations in PBRM1 and PD-L1 expression using immunohistochemistry (IHC) targeting PBRM1 and PD-L1 (22C3) in tissues collected from patients with localized ccRCC (Cohort 1) and advanced ccRCC (Cohort 2). Additionally, next-generation sequencing (NGS) was conducted on Cohort 2 patients to analyze PBRM1 alterations. RESULTS Cohort 1 comprised 526 patients, of whom 139 (26.4%) exhibited PD-L1 positivity and 205 (38.9%) exhibited loss of PBRM1 expression in IHC. PD-L1 expression was positively associated with the loss of PBRM1 expression (P < 0.001) in localized ccRCC. Kaplan-Meier analysis indicated that PBRM1 expression loss and PD-L1 expression positively correlated with tumor recurrence (P < 0.001 and P = 0.003, respectively). Cohort 2 comprised 59 patients with advanced ccRCC, of whom 33 (56.9%) exhibited PBRM1 genetic alterations. PBRM1 IHC exhibited a sensitivity of 84.48% and specificity of 87.5% compared to NGS results. We did not find a significant association between PBRM1 mutation and PD-L1 expression, in contrast to the findings in Cohort 1. However, we frequently observed that PBRM1 mutation and PD-L1 expression occur concurrently, with 60% of PBRM1-altered ccRCC cases being PD-L1 positive. CONCLUSION Although our study did not establish a correlation between PBRM1 mutations and PD-L1 expression, it demonstrated that the occurrence of PBRM1-altered ccRCC with PD-L1 expression is not uncommon. Therefore, the presence of PBRM1 alterations may challenge the use of PD-L1 IHC as a predictive marker for PD-L1 blockade in ccRCC.
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Affiliation(s)
- Jieun Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Seyoung Moon
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Hyun Jung Kwon
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea
| | - Sejoon Lee
- Precision Medicine Center, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Gheeyoung Choe
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea
| | - Kyu Sang Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Republic of Korea; Department of Pathology, Seoul National University College of Medicine, Jongno-gu, Seoul, Republic of Korea.
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6
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Blazanin N, Liang X, Mahmud I, Kim E, Martinez S, Tan L, Chan W, Anvar NE, Ha MJ, Qudratullah M, Minelli R, Peoples M, Lorenzi P, Hart T, Lissanu Y. Therapeutic modulation of ROCK overcomes metabolic adaptation of cancer cells to OXPHOS inhibition and drives synergistic anti-tumor activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.16.613317. [PMID: 39345502 PMCID: PMC11429714 DOI: 10.1101/2024.09.16.613317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Genomic studies have identified frequent mutations in subunits of the SWI/SNF chromatin remodeling complex including SMARCA4 and ARID1A in non-small cell lung cancer. Previously, we and others have identified that SMARCA4-mutant lung cancers are highly dependent on oxidative phosphorylation (OXPHOS). Despite initial excitements, therapeutics targeting metabolic pathways such as OXPHOS have largely been disappointing due to rapid adaptation of cancer cells to inhibition of single metabolic enzymes or pathways, suggesting novel combination strategies to overcome adaptive responses are urgently needed. Here, we performed a functional genomics screen using CRISPR-Cas9 library targeting genes with available FDA approved therapeutics and identified ROCK1/2 as a top hit that sensitizes cancer cells to OXPHOS inhibition. We validate these results by orthogonal genetic and pharmacologic approaches by demonstrating that KD025 (Belumosudil), an FDA approved ROCK inhibitor, has highly synergistic anti-cancer activity in vitro and in vivo in combination with OXPHOS inhibition. Mechanistically, we showed that this combination induced a rapid, profound energetic stress and cell cycle arrest that was in part due to ROCK inhibition-mediated suppression of the adaptive increase in glycolysis normally seen by OXPHOS inhibition. Furthermore, we applied global phosphoproteomics and kinase-motif enrichment analysis to uncover a dynamic regulatory kinome upon combination of OXPHOS and ROCK inhibition. Importantly, we found converging phosphorylation-dependent regulatory cross-talk by AMPK and ROCK kinases on key RHO GTPase signaling/ROCK-dependent substrates such as PPP1R12A, NUMA1 and PKMYT1 that are known regulators of cell cycle progression. Taken together, our study identified ROCK kinases as critical mediators of metabolic adaptation of cancer cells to OXPHOS inhibition and provides a strong rationale for pursuing ROCK inhibitors as novel combination partners to OXPHOS inhibitors in cancer treatment.
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Affiliation(s)
- Nicholas Blazanin
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center
| | - Xiaobing Liang
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center
| | - Iqbal Mahmud
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Eiru Kim
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Sara Martinez
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Lin Tan
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Waikin Chan
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Nazanin Esmaeili Anvar
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Min Jin Ha
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Md Qudratullah
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center
| | - Rosalba Minelli
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Michael Peoples
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Philip Lorenzi
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Traver Hart
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center
| | - Yonathan Lissanu
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center
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7
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Malone HA, Roberts CWM. Chromatin remodellers as therapeutic targets. Nat Rev Drug Discov 2024; 23:661-681. [PMID: 39014081 DOI: 10.1038/s41573-024-00978-5] [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] [Accepted: 05/28/2024] [Indexed: 07/18/2024]
Abstract
Large-scale cancer genome sequencing studies have revealed that chromatin regulators are frequently mutated in cancer. In particular, more than 20% of cancers harbour mutations in genes that encode subunits of SWI/SNF (BAF) chromatin remodelling complexes. Additional links of SWI/SNF complexes to disease have emerged with the findings that some oncogenes drive transformation by co-opting SWI/SNF function and that germline mutations in select SWI/SNF subunits are the basis of several neurodevelopmental disorders. Other chromatin remodellers, including members of the ISWI, CHD and INO80/SWR complexes, have also been linked to cancer and developmental disorders. Consequently, therapeutic manipulation of SWI/SNF and other remodelling complexes has become of great interest, and drugs that target SWI/SNF subunits have entered clinical trials. Genome-wide perturbation screens in cancer cell lines with SWI/SNF mutations have identified additional synthetic lethal targets and led to further compounds in clinical trials, including one that has progressed to FDA approval. Here, we review the progress in understanding the structure and function of SWI/SNF and other chromatin remodelling complexes, mechanisms by which SWI/SNF mutations cause cancer and neurological diseases, vulnerabilities that arise because of these mutations and efforts to target SWI/SNF complexes and synthetic lethal targets for therapeutic benefit.
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Affiliation(s)
- Hayden A Malone
- Division of Molecular Oncology, Department of Oncology, and Comprehensive Cancer Center, 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
| | - Charles W M Roberts
- Division of Molecular Oncology, Department of Oncology, and Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, USA.
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8
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Kotagiri S, Wang Y, Han Y, Liang X, Blazanin N, Nguyen PK, Jiang Y, Lissanu Y. Discovery of Novel, Potent and Orally Bioavailable SMARCA2 PROTACs with Synergistic Anti-tumor Activity in Combination with KRAS G12C Inhibitors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.23.608456. [PMID: 39253520 PMCID: PMC11383272 DOI: 10.1101/2024.08.23.608456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Cancer genomic studies have identified frequent mutations in subunits of the SWI/SNF chromatin remodeling complex including SMARCA4 in non-small cell lung cancer with a frequency of up to 33% in advanced stage disease, making it the most frequently mutated complex in lung cancer. We and others have identified SMARCA2 to be synthetic lethal to SMARCA4, indicating SMARCA2 is a high value therapeutic target. Here, we disclose the discovery and characterization of potent, selective and orally bioavailable Cereblon-based SMARCA2 PROTACs. Biochemically, YDR1 and YD54 are potent SMARCA2 degraders with an average DC 50 of 7.7nM and 3.5nM respectively in SMARCA4 mutant lung cancer cells. Phenotypically, both YDR1 and YD54 selectively inhibited growth of SMARCA4 mutant cancer cells. Further, we showed anti-tumor growth inhibitory activity of YDR1 and YD54 in SMARCA4 mutant xenograft models of lung cancer. Finally, we show that YDR1 and YD54 synergize with the KRAS G12C inhibitor sotorasib to inhibit growth of SMARCA4 and KRAS G12C co-mutant lung cancer cells. These findings provide additional evidence for the utility of single agent or combination regimens containing SMARCA2 PROTACs as synthetic lethal therapeutics against SMARCA4 mutant cancers.
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9
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Ladurner M, Lindner AK, Rehder P, Tulchiner G. The influence of sex hormones on renal cell carcinoma. Ther Adv Med Oncol 2024; 16:17588359241269664. [PMID: 39175990 PMCID: PMC11339752 DOI: 10.1177/17588359241269664] [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: 01/21/2024] [Accepted: 06/25/2024] [Indexed: 08/24/2024] Open
Abstract
Kidney cancer is a common malignancy that constitutes around 5% of all cancer cases. Males are twice as likely to acquire renal cell carcinoma (RCC) compared to females and experience a higher rate of mortality. These disparities indicate that sex hormone (SH)-dependent pathways may have an impact on the aetiology and pathophysiology of RCC. Examination of SH involvement in conventional signalling pathways, as well as genetics and genomics, especially the involvement of ribonucleic acid, reveal further insights into sex-related differences. An understanding of SHs and their influence on kidney cancer is essential to offer patients individualized medicine that would better meet their needs in terms of prevention, diagnosis and treatment. This review presents the understanding of sex-related differences in the clinical manifestation of kidney cancer patients and the underlying biological processes.
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Affiliation(s)
- Michael Ladurner
- Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Peter Rehder
- Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
| | - Gennadi Tulchiner
- Department of Urology, Medical University of Innsbruck, Anichstrasse 35, Innsbruck 6020, Austria
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10
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Martin-Liberal J, Garralda E, García-Donas J, Soto-Castillo JJ, Mussetti A, Codony C, Martin-Lluesma S, Muñoz S, Galvao V, Lostes J, Rotxes M, Prat-Vidal C, Palomero J, Muñoz A, Moreno R, Del Muro XG, Sureda A, Alemany R, Gros A, Piulats JM. Clinical protocol phase II study of tumor infiltrating lymphocytes in advanced tumors with alterations in the SWI/SNF complex: the TILTS study. Future Oncol 2024:1-9. [PMID: 39129675 DOI: 10.1080/14796694.2024.2385287] [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: 03/27/2024] [Accepted: 07/24/2024] [Indexed: 08/13/2024] Open
Abstract
The SWI/SNF complex is a chromatin remodeling complex comprised by several proteins such as SMARCA4 or SMARCB1. Mutations in its components can lead to the development of aggressive rhabdoid tumors such as epithelioid sarcoma, malignant rhabdoid tumor or small cell carcinoma of the ovary hypercalcemic type, among others. These malignancies tend to affect young patients and their prognosis is poor given the lack of effective treatments. Characteristically, these tumors are highly infiltrated by TILs, suggesting that some lymphocytes are recognizing tumor antigens. The use of those TILs as a therapeutic strategy is a promising approach worth exploring. Here, we report the clinical protocol of the TILTS study, a Phase II clinical trial assessing personalized adoptive cell therapy with TILs in patients affected by these tumor types.Clinical Trial Registration: 2023-504632-17-00 (www.clinicaltrialsregister.eu) (ClinicalTrials.gov).
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Affiliation(s)
| | - Elena Garralda
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | | | - Carles Codony
- Institute of Biomedical Research of Bellvitge (IDIBELL), Barcelona, Spain
| | | | - Susana Muñoz
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Vladimir Galvao
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Julia Lostes
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Marta Rotxes
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | - Ainhoa Muñoz
- Institute of Biomedical Research of Bellvitge (IDIBELL), Barcelona, Spain
| | - Rafael Moreno
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | | | - Anna Sureda
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Ramon Alemany
- Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Alena Gros
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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11
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Tanaka H, Fukawa Y, Yamamoto K, Tanimoto K, Takemoto A, Mori T, Hasumi H, Kinoshita M, Kanazawa T, Furukawa A, Kimura K, Sato H, Hirakawa A, Fukuda S, Waseda Y, Yoshida S, Campbell SC, Fujii Y. Prognostic Impact and Genomic Backgrounds of Renal Parenchymal Infiltration or Micronodular Spread in Nonmetastatic Clear Cell Renal Cell Carcinoma. Mod Pathol 2024; 37:100590. [PMID: 39142537 DOI: 10.1016/j.modpat.2024.100590] [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: 11/18/2023] [Revised: 06/28/2024] [Accepted: 08/07/2024] [Indexed: 08/16/2024]
Abstract
A subset of clear cell renal cell carcinomas (ccRCCs) exhibits various growth patterns that infiltrate the normal renal parenchyma; however, our understanding of its association with cancer aggressiveness is incomplete. Here, we show that the morphology of the tumor interface with normal renal parenchyma is robustly associated with cancer recurrence after surgery, even when compared with the TNM staging system or the World Health Organization/International Society of Urological Pathology (WHO/ISUP) nuclear grade in nonmetastatic ccRCC. Hematoxylin and eosin-stained slides of whole tissue sections from surgical specimens were analyzed using a cohort of 331 patients with nonmetastatic ccRCC treated with radical nephrectomy. The patients were classified into 10 subgroups based on our classification algorithms for assessing the tumor interface with normal renal parenchyma. Among the 10 subgroups, 4 subgroups consisting of 40 patients (12%) were identified to have aggressive forms of nonmetastatic ccRCC associated with poor prognosis and unified as renal parenchymal infiltration or micronodular spread (RPI/MNS) phenotypes. Multivariable analyses showed that RPI/MNS phenotypes were robustly associated with shorter disease-free survival, independently of existing pathological factors including the TNM staging system and WHO/ISUP nuclear grade. The hazard ratio was highest for RPI/MNS (4.62), followed by WHO/ISUP grades 3 to 4 (2.11) and ≥pT3a stage (2.05). In addition, we conducted genomic analyses using next-generation sequencing of infiltrative lesions in 18 patients with RPI/MNS and tumor lesions in 33 patients without RPI/MNS. Results showed that alterations in SETD2 and TSC1 might be associated with RPI/MNS phenotypes, whereas alterations in PBRM1 might be associated with non-RPI/MNS phenotypes. These data suggest that RPI/MNS may be associated with aggressive genomic backgrounds of ccRCC, although more comprehensive analyses with a larger sample size are required. Future studies may further elucidate the clinical implications of RPI/MNS, particularly for deciding the indication of adjuvant treatment after nephrectomy.
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Affiliation(s)
- Hajime Tanaka
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Yuki Fukawa
- Department of Pathology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kouhei Yamamoto
- Department of Pathology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kousuke Tanimoto
- Research Core, Tokyo Medical and Dental University, Tokyo, Japan
| | - Akira Takemoto
- Bioresource Research Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takayasu Mori
- Department of Nephrology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hisashi Hasumi
- Department of Urology, Yokohama City University, Yokohama, Japan
| | - Mayumi Kinoshita
- Department of Pathology, Tokyo Medical and Dental University, Tokyo, Japan; Department of Clinical Laboratory Medicine, Faculty of Health Science Technology, Bunkyo Gakuin University, Tokyo, Japan
| | - Takumi Kanazawa
- Department of Pathology, Tokyo Medical and Dental University, Tokyo, Japan; Department of Clinical Laboratory Medicine, Faculty of Health Science Technology, Bunkyo Gakuin University, Tokyo, Japan
| | - Asuka Furukawa
- Department of Pathology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Koichiro Kimura
- Department of Radiology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hiroyuki Sato
- Department of Clinical Biostatistics, Tokyo Medical and Dental University, Tokyo, Japan
| | - Akihiro Hirakawa
- Department of Clinical Biostatistics, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shohei Fukuda
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yuma Waseda
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Soichiro Yoshida
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Steven C Campbell
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
| | - Yasuhisa Fujii
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
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12
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Trejo-Villegas OA, Heijink IH, Ávila-Moreno F. Preclinical evidence in the assembly of mammalian SWI/SNF complexes: Epigenetic insights and clinical perspectives in human lung disease therapy. Mol Ther 2024; 32:2470-2488. [PMID: 38910326 PMCID: PMC11405180 DOI: 10.1016/j.ymthe.2024.06.026] [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: 12/11/2023] [Revised: 04/18/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024] Open
Abstract
The SWI/SNF complex, also known as the BRG1/BRM-associated factor (BAF) complex, represents a critical regulator of chromatin remodeling mechanisms in mammals. It is alternatively referred to as mSWI/SNF and has been suggested to be imbalanced in human disease compared with human health. Three types of BAF assemblies associated with it have been described, including (1) canonical BAF (cBAF), (2) polybromo-associated BAF (PBAF), and (3) non-canonical BAF (ncBAF) complexes. Each of these BAF assemblies plays a role, either functional or dysfunctional, in governing gene expression patterns, cellular processes, epigenetic mechanisms, and biological processes. Recent evidence increasingly links the dysregulation of mSWI/SNF complexes to various human non-malignant lung chronic disorders and lung malignant diseases. This review aims to provide a comprehensive general state-of-the-art and a profound examination of the current understanding of mSWI/SNF assembly processes, as well as the structural and functional organization of mSWI/SNF complexes and their subunits. In addition, it explores their intricate functional connections with potentially dysregulated transcription factors, placing particular emphasis on molecular and cellular pathogenic processes in lung diseases. These processes are reflected in human epigenome aberrations that impact clinical and therapeutic levels, suggesting novel perspectives on the diagnosis and molecular therapies for human respiratory diseases.
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Affiliation(s)
- Octavio A Trejo-Villegas
- Lung Diseases and Functional Epigenomics Laboratory (LUDIFE), Biomedicine Research Unit (UBIMED), Facultad de Estudios Superiores-Iztacala (FES-Iztacala), Universidad Nacional Autónoma de México (UNAM), Avenida de los Barrios #1, Colonia Los Reyes Iztacala, Tlalnepantla de Baz, 54090, Estado de México, México
| | - Irene H Heijink
- Departments of Pathology & Medical Biology and Pulmonology, GRIAC Research Institute, University Medical Center Groningen, University of Groningen, 9713 Groningen, the Netherlands
| | - Federico Ávila-Moreno
- Lung Diseases and Functional Epigenomics Laboratory (LUDIFE), Biomedicine Research Unit (UBIMED), Facultad de Estudios Superiores-Iztacala (FES-Iztacala), Universidad Nacional Autónoma de México (UNAM), Avenida de los Barrios #1, Colonia Los Reyes Iztacala, Tlalnepantla de Baz, 54090, Estado de México, México; Research Unit, Instituto Nacional de Enfermedades Respiratorias (INER), Ismael Cosío Villegas, 14080, Ciudad de México, México; Research Tower, Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), 14080, Ciudad de México, México.
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13
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Sturgill IR, Raab JR, Hoadley KA. Expanded detection and impact of BAP1 alterations in cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.11.21.568094. [PMID: 38045292 PMCID: PMC10690206 DOI: 10.1101/2023.11.21.568094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Aberrant expression of the BAP1 tumor suppressor gene is a prominent risk factor for several tumor types and is important in tumor evolution and progression. Here we performed integrated multi-omic analyses using data from The Cancer Genome Atlas (TCGA) for 33 cancer types and over 10,000 individuals to identify alterations leading to BAP1 disruption. We combined existing variant calls and new calls derived from a de novo local realignment pipeline across multiple independent variant callers, increasing somatic variant detection by 41% from 182 to 257, including 11 indels ≥40bp. The expanded detection of mutations highlights the power of new tools to uncover longer indels and impactful mutations. We developed an expression-based BAP1 activity score and identified a transcriptional profile associated with BAP1 disruption in cancer. BAP1 has been proposed to play a critical role in controlling tumor plasticity and normal cell fate. Leveraging human and mouse liver datasets, BAP1 loss in normal cells resulted in lower BAP1 activity scores and lower scores were associated with a less-differentiated phenotype in embryonic cells. Together, our expanded BAP1 mutant samples revealed a transcriptional signature in cancer cells, supporting BAP1's influences on cellular plasticity and cell identity maintenance.
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14
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Isoda B, Kandori S, Sazuka T, Kojima T, Nitta S, Shiga M, Nagumo Y, Fujimoto A, Arai T, Sato H, Mathis BJ, Wu CL, Jan YH, Ichikawa T, Nishiyama H. TNFSF9 Is Associated with Favorable Tumor Immune Microenvironment in Patients with Renal Cell Carcinoma Who Are Treated with the Combination Therapy of Nivolumab and Ipilimumab. Int J Mol Sci 2024; 25:7444. [PMID: 39000552 PMCID: PMC11242552 DOI: 10.3390/ijms25137444] [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: 06/14/2024] [Revised: 06/28/2024] [Accepted: 07/04/2024] [Indexed: 07/16/2024] Open
Abstract
Combination therapy of nivolumab and ipilimumab (NIVO + IPI) for metastatic renal cell carcinoma (mRCC) has shown efficacy, but approximately 20% of patients experience disease progression in the early stages of treatment. No useful biomarkers have been reported to date. Therefore, it is desirable to identify biomarkers to predict treatment responses in advance. We examined the tumor microenvironment (TME)-related gene expression in mRCC patients treated with NIVO + IPI, between the response and non-response groups, using tumor tissues, before administering NIVO + IPI. In TME-related genes, TNFSF9 expression was identified as a candidate for the predictive biomarker. Its expression discriminated between the response and non-response groups with 88.89% sensitivity and 87.50% specificity (AUC = 0.9444). We further analyzed the roles of TNFSF9 in TME using bioinformatics from The Cancer Genome Atlas (TCGA) cohort. An adaptive immune response was activated in the TNFSF9-high-expression tumors. Indeed, T follicular helper cells, plasma B cells, and tumor-infiltrating CD8+ T cells were increased in the tumors, which indicates the promotion of humoral immunity due to enhanced T-B interactions. However, as the number of regulatory T cells (Treg) increased in the tumors, the percentage of dysfunctional T cells also increased. This suggests that not only PD-1 but also CTLA-4 inhibition may have suppressed Treg activation and improved the therapeutic effect in the TNFSF9 high-expression tumors. Therefore, TNFSF9 may predict the therapeutic efficacy of NIVO + IPI for mRCC and allow more appropriate patient selection.
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Affiliation(s)
- Bunpei Isoda
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
| | - Shuya Kandori
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
| | - Tomokazu Sazuka
- Department of Urology, Graduate School of Medicine, Chiba University, Chiba 263-8522, Chiba, Japan; (T.S.); (A.F.); (T.A.); (H.S.); (T.I.)
| | - Takahiro Kojima
- Department of Urology, Aichi Cancer Center, Nagoya 464-8681, Aichi, Japan;
| | - Satoshi Nitta
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
| | - Masanobu Shiga
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
| | - Yoshiyuki Nagumo
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
| | - Ayumi Fujimoto
- Department of Urology, Graduate School of Medicine, Chiba University, Chiba 263-8522, Chiba, Japan; (T.S.); (A.F.); (T.A.); (H.S.); (T.I.)
| | - Takayuki Arai
- Department of Urology, Graduate School of Medicine, Chiba University, Chiba 263-8522, Chiba, Japan; (T.S.); (A.F.); (T.A.); (H.S.); (T.I.)
| | - Hiroaki Sato
- Department of Urology, Graduate School of Medicine, Chiba University, Chiba 263-8522, Chiba, Japan; (T.S.); (A.F.); (T.A.); (H.S.); (T.I.)
| | - Bryan J. Mathis
- International Medical Center, University of Tsukuba Affiliated Hospital, Tsukuba 305-8576, Ibaraki, Japan;
| | - Chia-Ling Wu
- ACT Genomics, Co., Ltd., Taipei 114, Taiwan; (C.-L.W.); (Y.-H.J.)
| | - Yi-Hua Jan
- ACT Genomics, Co., Ltd., Taipei 114, Taiwan; (C.-L.W.); (Y.-H.J.)
| | - Tomohiko Ichikawa
- Department of Urology, Graduate School of Medicine, Chiba University, Chiba 263-8522, Chiba, Japan; (T.S.); (A.F.); (T.A.); (H.S.); (T.I.)
| | - Hiroyuki Nishiyama
- Department of Urology, Institute of Medicine, University of Tsukuba, Tsukuba 305-8577, Ibaraki, Japan; (B.I.); (S.N.); (M.S.); (Y.N.); (H.N.)
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15
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Chen W, Zhao Z, Zhou H, Dong S, Li X, Hu S, Zhong S, Chen K. Development of prognostic signatures and risk index related to lipid metabolism in ccRCC. Front Oncol 2024; 14:1378095. [PMID: 38939337 PMCID: PMC11208495 DOI: 10.3389/fonc.2024.1378095] [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: 03/07/2024] [Accepted: 05/31/2024] [Indexed: 06/29/2024] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) is a metabolic disorder characterized by abnormal lipid accumulation in the cytoplasm. Lipid metabolism-related genes may have important clinical significance for prognosis prediction and individualized treatment. Methods We collected bulk and single-cell transcriptomic data of ccRCC and normal samples to identify key lipid metabolism-related prognostic signatures. qPCR was used to confirm the expression of signatures in cancer cell lines. Based on the identified signatures, we developed a lipid metabolism risk score (LMRS) as a risk index. We explored the potential application value of prognostic signatures and LMRS in precise treatment from multiple perspectives. Results Through comprehensive analysis, we identified five lipid metabolism-related prognostic signatures (ACADM, ACAT1, ECHS1, HPGD, DGKZ). We developed a risk index LMRS, which was significantly associated with poor prognosis in patients. There was a significant correlation between LMRS and the infiltration levels of multiple immune cells. Patients with high LMRS may be more likely to respond to immunotherapy. The different LMRS groups were suitable for different anticancer drug treatment regimens. Conclusion Prognostic signatures and LMRS we developed may be applied to the risk assessment of ccRCC patients, which may have potential guiding significance in the diagnosis and precise treatment of ccRCC patients.
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Affiliation(s)
- Wenbo Chen
- School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Zhenyu Zhao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hao Zhou
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shuang Dong
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiaoyu Li
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Sheng Hu
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shan Zhong
- School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Ke Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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16
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Wen H, Zheng L, Zhang M, Pan X, Wang D, Qian J, Zhang X, Zhou Q, Chen N. A Rare Case of Synchronous Fumarate Hydratase-Deficient Renal Cell Carcinoma and Clear Cell Renal Cell Carcinoma With Fumarate Hydratase and von Hippel-Lindau Gene Mutations: A Clinicopathologic and Molecular Study. Int J Surg Pathol 2024; 32:810-816. [PMID: 37715637 DOI: 10.1177/10668969231195072] [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] [Indexed: 09/18/2023]
Abstract
Fumarate hydratase-deficient renal cell carcinoma (FH-deficient RCC) is a rare and aggressive tumor characterized by pathogenic alterations in the fumarate hydratase (FH) gene. Clear cell renal cell carcinoma (clear cell RCC) is a common renal cell carcinoma (RCC) associated with von Hippel-Lindau (VHL) gene variations. Here, we reported a case of bilateral RCCs. A 60-year-old man was admitted to hospital with a 3.6 cm × 3.3 cm mass in the right kidney and a 2.8 cm × 2.3 cm nodule in the left kidney. Pathologically, the right tumor showed a nested growth pattern of cells with clear cytoplasm and was FH positive and 2-succinylcysteine (2SC) negative. The left tumor demonstrated a high-grade papillary pattern and was FH negative and 2SC positive. Whole-exome sequencing and Sanger sequencing identified a germline FH c.563A > T mutation in both the tumors and an additional somatic VHL c.479_480insA mutation in the right tumor, confirming the diagnosis of clear cell RCC and FH-deficient RCC in the right and left kidneys, respectively. We reported a rare case of synchronous bilateral clear cell RCC (right) and FH-deficient RCC (left) likely driven by somatic VHL mutation and germline FH mutation, respectively.
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Affiliation(s)
- Hui Wen
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Linmao Zheng
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Mengxin Zhang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Xiuyi Pan
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Duohao Wang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Jinyu Qian
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Xingming Zhang
- Department of Urology, West China Hospital, Sichuan University, Chengdu, China
| | - Qiao Zhou
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
| | - Ni Chen
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, China
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17
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Gourisankar S, Krokhotin A, Wenderski W, Crabtree GR. Context-specific functions of chromatin remodellers in development and disease. Nat Rev Genet 2024; 25:340-361. [PMID: 38001317 DOI: 10.1038/s41576-023-00666-x] [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] [Accepted: 09/27/2023] [Indexed: 11/26/2023]
Abstract
Chromatin remodellers were once thought to be highly redundant and nonspecific in their actions. However, recent human genetic studies demonstrate remarkable biological specificity and dosage sensitivity of the thirty-two adenosine triphosphate (ATP)-dependent chromatin remodellers encoded in the human genome. Mutations in remodellers produce many human developmental disorders and cancers, motivating efforts to investigate their distinct functions in biologically relevant settings. Exquisitely specific biological functions seem to be an emergent property in mammals, and in many cases are based on the combinatorial assembly of subunits and the generation of stable, composite surfaces. Critical interactions between remodelling complex subunits, the nucleosome and other transcriptional regulators are now being defined from structural and biochemical studies. In addition, in vivo analyses of remodellers at relevant genetic loci have provided minute-by-minute insights into their dynamics. These studies are proposing new models for the determinants of remodeller localization and function on chromatin.
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Affiliation(s)
- Sai Gourisankar
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | - Andrey Krokhotin
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Developmental Biology, Stanford University, Stanford, CA, USA
| | - Wendy Wenderski
- Department of Pathology, Stanford University, Stanford, CA, USA
- Department of Developmental Biology, Stanford University, Stanford, CA, USA
| | - Gerald R Crabtree
- Department of Pathology, Stanford University, Stanford, CA, USA.
- Department of Developmental Biology, Stanford University, Stanford, CA, USA.
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18
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Shuaibi A, Chitra U, Raphael BJ. A latent variable model for evaluating mutual exclusivity and co-occurrence between driver mutations in cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.24.590995. [PMID: 38712136 PMCID: PMC11071465 DOI: 10.1101/2024.04.24.590995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
A key challenge in cancer genomics is understanding the functional relationships and dependencies between combinations of somatic mutations that drive cancer development. Such driver mutations frequently exhibit patterns of mutual exclusivity or co-occurrence across tumors, and many methods have been developed to identify such dependency patterns from bulk DNA sequencing data of a cohort of patients. However, while mutual exclusivity and co-occurrence are described as properties of driver mutations, existing methods do not explicitly disentangle functional, driver mutations from neutral, passenger mutations. In particular, nearly all existing methods evaluate mutual exclusivity or co-occurrence at the gene level, marking a gene as mutated if any mutation - driver or passenger - is present. Since some genes have a large number of passenger mutations, existing methods either restrict their analyses to a small subset of suspected driver genes - limiting their ability to identify novel dependencies - or make spurious inferences of mutual exclusivity and co-occurrence involving genes with many passenger mutations. We introduce DIALECT, an algorithm to identify dependencies between pairs of driver mutations from somatic mutation counts. We derive a latent variable mixture model for drivers and passengers that combines existing probabilistic models of passenger mutation rates with a latent variable describing the unknown status of a mutation as a driver or passenger. We use an expectation maximization (EM) algorithm to estimate the parameters of our model, including the rates of mutually exclusivity and co-occurrence between drivers. We demonstrate that DIALECT more accurately infers mutual exclusivity and co-occurrence between driver mutations compared to existing methods on both simulated mutation data and somatic mutation data from 5 cancer types in The Cancer Genome Atlas (TCGA).
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19
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Gaston JM, Alm EJ, Zhang AN. Fast and accurate variant identification tool for sequencing-based studies. BMC Biol 2024; 22:90. [PMID: 38644496 PMCID: PMC11034086 DOI: 10.1186/s12915-024-01891-4] [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: 11/03/2023] [Accepted: 04/17/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND Accurate identification of genetic variants, such as point mutations and insertions/deletions (indels), is crucial for various genetic studies into epidemic tracking, population genetics, and disease diagnosis. Genetic studies into microbiomes often require processing numerous sequencing datasets, necessitating variant identifiers with high speed, accuracy, and robustness. RESULTS We present QuickVariants, a bioinformatics tool that effectively summarizes variant information from read alignments and identifies variants. When tested on diverse bacterial sequencing data, QuickVariants demonstrates a ninefold higher median speed than bcftools, a widely used variant identifier, with higher accuracy in identifying both point mutations and indels. This accuracy extends to variant identification in virus samples, including SARS-CoV-2, particularly with significantly fewer false negative indels than bcftools. The high accuracy of QuickVariants is further demonstrated by its detection of a greater number of Omicron-specific indels (5 versus 0) and point mutations (61 versus 48-54) than bcftools in sewage metagenomes predominated by Omicron variants. Much of the reduced accuracy of bcftools was attributable to its misinterpretation of indels, often producing false negative indels and false positive point mutations at the same locations. CONCLUSIONS We introduce QuickVariants, a fast, accurate, and robust bioinformatics tool designed for identifying genetic variants for microbial studies. QuickVariants is available at https://github.com/caozhichongchong/QuickVariants .
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Affiliation(s)
| | - Eric J Alm
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, USA
- Department of Biological Engineering, Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, USA
| | - An-Ni Zhang
- Department of Biological Engineering, Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, USA.
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20
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Xu Z, Jiang W, Liu L, Qiu Y, Wang J, Dai S, Guo J, Xu J. Dual-loss of PBRM1 and RAD51 identifies hyper-sensitive subset patients to immunotherapy in clear cell renal cell carcinoma. Cancer Immunol Immunother 2024; 73:95. [PMID: 38607586 DOI: 10.1007/s00262-024-03681-x] [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: 10/08/2023] [Accepted: 03/17/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Homologous recombination deficiency (HRD), though largely uncharacterized in clear cell renal cell carcinoma (ccRCC), was found associated with RAD51 loss of expression. PBRM1 is the second most common mutated genes in ccRCC. Here, we introduce a HRD function-based PBRM1-RAD51 ccRCC classification endowed with diverse immune checkpoint blockade (ICB) responses. METHODS Totally 1542 patients from four independent cohorts were enrolled, including our localized Zhongshan hospital (ZSHS) cohort and Zhongshan hospital metastatic RCC (ZSHS-mRCC) cohort, The Cancer Genome Atlas (TCGA) cohort and CheckMate cohort. The genomic profile and immune microenvironment were depicted by genomic, transcriptome data and immunohistochemistry. RESULTS We observed that PBRM1-loss ccRCC harbored enriched HRD-associated mutational signature 3 and loss of RAD51. Dual-loss of PBRM1 and RAD51 identified patients hyper-sensitive to immunotherapy. This dual-loss subtype was featured by M1 macrophage infiltration. Dual-loss was, albeit homologous recombination defective, with high chromosomal stability. CONCLUSIONS PBRM1 and RAD51 dual-loss ccRCC indicates superior responses to immunotherapy. Dual-loss ccRCC harbors an immune-desert microenvironment but enriched with M1 macrophages. Dual-loss ccRCC is susceptible to defective homologous recombination but possesses high chromosomal stability.
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Affiliation(s)
- Ziyang Xu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Wenbin Jiang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Li Liu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Youqi Qiu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Jiahao Wang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Siyuan Dai
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Jianming Guo
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| | - Jiejie Xu
- NHC Key Laboratory of Glycoconjugate Research, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China.
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21
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Chaudhri A, Lizee G, Hwu P, Rai K. Chromatin Remodelers Are Regulators of the Tumor Immune Microenvironment. Cancer Res 2024; 84:965-976. [PMID: 38266066 DOI: 10.1158/0008-5472.can-23-2244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/24/2023] [Accepted: 01/17/2024] [Indexed: 01/26/2024]
Abstract
Immune checkpoint inhibitors show remarkable responses in a wide range of cancers, yet patients develop adaptive resistance. This necessitates the identification of alternate therapies that synergize with immunotherapies. Epigenetic modifiers are potent mediators of tumor-intrinsic mechanisms and have been shown to regulate immune response genes, making them prime targets for therapeutic combinations with immune checkpoint inhibitors. Some success has been observed in early clinical studies that combined immunotherapy with agents targeting DNA methylation and histone modification; however, less is known about chromatin remodeler-targeted therapies. Here, we provide a discussion on the regulation of tumor immunogenicity by the chromatin remodeling SWI/SNF complex through multiple mechanisms associated with immunotherapy response that broadly include IFN signaling, DNA damage, mismatch repair, regulation of oncogenic programs, and polycomb-repressive complex antagonism. Context-dependent targeting of SWI/SNF subunits can elicit opportunities for synthetic lethality and reduce T-cell exhaustion. In summary, alongside the significance of SWI/SNF subunits in predicting immunotherapy outcomes, their ability to modulate the tumor immune landscape offers opportunities for therapeutic intervention.
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Affiliation(s)
- Apoorvi Chaudhri
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts
| | - Gregory Lizee
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Kunal Rai
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- MDACC Epigenomics Therapy Initiative, The University of Texas MD Anderson Cancer Center, Houston, Texas
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22
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Bursch KL, Goetz CJ, Jiao G, Nuñez R, Olp MD, Dhiman A, Khurana M, Zimmermann MT, Urrutia RA, Dykhuizen EC, Smith BC. Cancer-associated polybromo-1 bromodomain 4 missense variants variably impact bromodomain ligand binding and cell growth suppression. J Biol Chem 2024; 300:107146. [PMID: 38460939 PMCID: PMC11002309 DOI: 10.1016/j.jbc.2024.107146] [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: 07/17/2023] [Revised: 02/12/2024] [Accepted: 02/29/2024] [Indexed: 03/11/2024] Open
Abstract
The polybromo, brahma-related gene 1-associated factors (PBAF) chromatin remodeling complex subunit polybromo-1 (PBRM1) contains six bromodomains that recognize and bind acetylated lysine residues on histone tails and other nuclear proteins. PBRM1 bromodomains thus provide a link between epigenetic posttranslational modifications and PBAF modulation of chromatin accessibility and transcription. As a putative tumor suppressor in several cancers, PBRM1 protein expression is often abrogated by truncations and deletions. However, ∼33% of PBRM1 mutations in cancer are missense and cluster within its bromodomains. Such mutations may generate full-length PBRM1 variant proteins with undetermined structural and functional characteristics. Here, we employed computational, biophysical, and cellular assays to interrogate the effects of PBRM1 bromodomain missense variants on bromodomain stability and function. Since mutations in the fourth bromodomain of PBRM1 (PBRM1-BD4) comprise nearly 20% of all cancer-associated PBRM1 missense mutations, we focused our analysis on PBRM1-BD4 missense protein variants. Selecting 16 potentially deleterious PBRM1-BD4 missense protein variants for further study based on high residue mutational frequency and/or conservation, we show that cancer-associated PBRM1-BD4 missense variants exhibit varied bromodomain stability and ability to bind acetylated histones. Our results demonstrate the effectiveness of identifying the unique impacts of individual PBRM1-BD4 missense variants on protein structure and function, based on affected residue location within the bromodomain. This knowledge provides a foundation for drawing correlations between specific cancer-associated PBRM1 missense variants and distinct alterations in PBRM1 function, informing future cancer personalized medicine approaches.
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Affiliation(s)
- Karina L Bursch
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Christopher J Goetz
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Guanming Jiao
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Raymundo Nuñez
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Michael D Olp
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Alisha Dhiman
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Mallika Khurana
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Michael T Zimmermann
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Clinical and Translational Sciences Institute, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Raul A Urrutia
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Emily C Dykhuizen
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Brian C Smith
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Program in Chemical Biology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.
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23
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Jani Y, Jansen CS, Gerke MB, Bilen MA. Established and emerging biomarkers of immunotherapy in renal cell carcinoma. Immunotherapy 2024; 16:405-426. [PMID: 38264827 DOI: 10.2217/imt-2023-0267] [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] [Indexed: 01/25/2024] Open
Abstract
Immunotherapies, such as immune checkpoint inhibitors, have heralded impressive progress for patient care in renal cell carcinoma (RCC). Despite this success, some patients' disease fails to respond, and other patients experience significant side effects. Thus, development of biomarkers is needed to ensure that patients can be selected to maximize benefit from immunotherapies. Improving clinicians' ability to predict which patients will respond to immunotherapy and which are most at risk of adverse events - namely through clinical biomarkers - is indispensable for patient safety and therapeutic efficacy. Accordingly, an evolving suite of therapeutic biomarkers continues to be investigated. This review discusses biomarkers for immunotherapy in RCC, highlighting current practices and emerging innovations, aiming to contribute to improved outcomes for patients with RCC.
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Affiliation(s)
- Yash Jani
- Mercer University, Macon, GA 31207, USA
| | - Caroline S Jansen
- Emory University School of Medicine, Atlanta, GA 30322, USA
- Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
| | - Margo B Gerke
- Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Mehmet Asim Bilen
- Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
- Department of Hematology & Medical Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
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24
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He H, Xie Y, Song F, Feng Z, Rong P. Radiogenomic analysis based on lipid metabolism-related subset for non-invasive prediction for prognosis of renal clear cell carcinoma. Eur J Radiol 2024; 175:111433. [PMID: 38554673 DOI: 10.1016/j.ejrad.2024.111433] [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: 10/11/2023] [Revised: 03/09/2024] [Accepted: 03/15/2024] [Indexed: 04/02/2024]
Abstract
PURPOSE Multiple lipid metabolism pathways alterations are associated with clear cell renal cell carcinoma (ccRCC) development and aggressiveness. In this study, we aim to develop a novel radiogenomics signature based on lipid metabolism-related genes (LMRGs) that may accurately predict ccRCC patients' survival. MATERIALS AND METHODS First, 327 ccRCC were used to screen survival-related LMRGs and construct a gene signature based on The Cancer Genome Atlas (TCGA) database. Then, 182 ccRCC were analyzed to establish radiogenomics signature linking LMRGs signature to radiomic features in The Cancer Imaging Archive (TCIA) database included enhanced CT images and transcriptome sequencing data. Lastly, we validated the prognostic power of the identified radiogenomics signature using these patients of TCIA and the Third Xiangya Hospital. RESULTS We identified the LMRGs signature, consisting of 13 genes, which could efficiently discriminate between low-risk and high-risk patients and serve as an independent and reliable predictor of overall survival (OS). Radiogenomics signature, comprised of 9 radiomic features, was created and could accurately predict the expression level of LMRGs signature (low- or high-risk) for patients. The predictive performance of this radiogenomics signature was demonstrated through AUC values of 0.75 and 0.74 for the training and validation sets (at a ratio of 7:3), respectively. Radiogenomics signature was proven to be an independent risk factor for OS by multivariable analysis (HR = 4.98, 95 % CI:1.72-14.43, P = 0.003). CONCLUSIONS The LMRGs radiogenomics signature could serve as a novel prognostic predictor.
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Affiliation(s)
- Haifeng He
- Department of Radiology, The Third Xiangya Hospital Central South University, Changsha, China
| | - Yongzhi Xie
- Department of Radiology, The Third Xiangya Hospital Central South University, Changsha, China
| | - Fulong Song
- Department of Radiology, The Third Xiangya Hospital Central South University, Changsha, China
| | - Zhichao Feng
- Department of Radiology, The Third Xiangya Hospital Central South University, Changsha, China
| | - Pengfei Rong
- Department of Radiology, The Third Xiangya Hospital Central South University, Changsha, China.
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25
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Grünewald TGP, Postel-Vinay S, Nakayama RT, Berlow NE, Bolzicco A, Cerullo V, Dermawan JK, Frezza AM, Italiano A, Jin JX, Le Loarer F, Martin-Broto J, Pecora A, Perez-Martinez A, Tam YB, Tirode F, Trama A, Pasquali S, Vescia M, Wortmann L, Wortmann M, Yoshida A, Webb K, Huang PH, Keller C, Antonescu CR. Translational Aspects of Epithelioid Sarcoma: Current Consensus. Clin Cancer Res 2024; 30:1079-1092. [PMID: 37916971 PMCID: PMC10947972 DOI: 10.1158/1078-0432.ccr-23-2174] [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: 07/19/2023] [Revised: 09/12/2023] [Accepted: 10/20/2023] [Indexed: 11/03/2023]
Abstract
Epithelioid sarcoma (EpS) is an ultra-rare malignant soft-tissue cancer mostly affecting adolescents and young adults. EpS often exhibits an unfavorable clinical course with fatal outcome in ∼50% of cases despite aggressive multimodal therapies combining surgery, chemotherapy, and irradiation. EpS is traditionally classified in a more common, less aggressive distal (classic) type and a rarer aggressive proximal type. Both subtypes are characterized by a loss of nuclear INI1 expression, most often following homozygous deletion of its encoding gene, SMARCB1-a core subunit of the SWI/SNF chromatin remodeling complex. In 2020, the EZH2 inhibitor tazemetostat was the first targeted therapy approved for EpS, raising new hopes. Still, the vast majority of patients did not benefit from this drug or relapsed rapidly. Further, other recent therapeutic modalities, including immunotherapy, are only effective in a fraction of patients. Thus, novel strategies, specifically targeted to EpS, are urgently needed. To accelerate translational research on EpS and eventually boost the discovery and development of new diagnostic tools and therapeutic options, a vibrant translational research community has formed in past years and held two international EpS digital expert meetings in 2021 and 2023. This review summarizes our current understanding of EpS from the translational research perspective and points to innovative research directions to address the most pressing questions in the field, as defined by expert consensus and patient advocacy groups.
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Affiliation(s)
- Thomas G P Grünewald
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
| | - Sophie Postel-Vinay
- Département d'Innovation Thérapeutique et d'Essais Précoces (DITEP), Gustave Roussy, Université Paris Saclay, Villejuif, France
- U981 INSERM, ERC StG team, Gustave Roussy, Villejuif, France
| | - Robert T Nakayama
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Noah E Berlow
- Children's Cancer Therapy Development Institute, Hillsboro, Oregon
| | - Andrea Bolzicco
- Patients association 'Orchestra per la vita' Aps, Rome, Italy
- Patients association: 'MC4 in corsa per la vita!' ETS, Milan, Italy
| | - Vincenzo Cerullo
- Drug Research Program, University of Helsinki, Helsinki, Finland
| | - Josephine K Dermawan
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio
| | - Anna Maria Frezza
- Department of Medical Oncology 2, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Antoine Italiano
- Early Phase Trials and Sarcoma Units, Institut Bergonie, Bordeaux, France
- Faculty of Medicine, University of Bordeaux, Bordeaux, France
| | - Jia Xiang Jin
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany
| | - Francois Le Loarer
- Faculty of Medicine, University of Bordeaux, Bordeaux, France
- Department of Pathology, Institut Bergonie, Bordeaux, France
| | - Javier Martin-Broto
- Medical Oncology Department, Fundación Jimenez Diaz University Hospital; University Hospital General de Villalba, and Instituto de Investigacion Sanitaria Fundacion Jimenez Diaz (IIS/FJD; UAM), Madrid, Spain
| | - Andrew Pecora
- John Theurer Cancer Center, Georgetown Lombardi Comprehensive Cancer Center, Washington, DC
| | - Antonio Perez-Martinez
- Patients association: 'MC4 in corsa per la vita!' ETS, Milan, Italy
- Department of Pediatric Hemato-Oncology, Autonomous University of Madrid, Institute for Health Research, IdiPAZ, La Paz University Hospital, Madrid, Spain
| | - Yuen Bun Tam
- Division of Molecular Pathology, Institute of Cancer Research, London, United Kingdom
| | - Franck Tirode
- Université Claude Bernard, INSERM 1052, CNRS 5286, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - Annalisa Trama
- Department of Epidemiology and Data Science; Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sandro Pasquali
- Molecular Pharmacology, Department of Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Lukas Wortmann
- Patients association "Smarcb1" e.V., Bergisch Gladbach, Germany
| | | | - Akihiko Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Kim Webb
- Patients association "Smarcb1" e.V., Bergisch Gladbach, Germany
| | - Paul H Huang
- Division of Molecular Pathology, Institute of Cancer Research, London, United Kingdom
- Sarcoma Unit, Royal Marsden Hospital, Belmont, United Kingdom
| | - Charles Keller
- Children's Cancer Therapy Development Institute, Hillsboro, Oregon
| | - Cristina R Antonescu
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
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26
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Jia L, Cowell LG, Kapur P. Understanding Factors that Influence Prognosis and Response to Therapy in Clear Cell Renal Cell Carcinoma. Adv Anat Pathol 2024; 31:96-104. [PMID: 38179997 DOI: 10.1097/pap.0000000000000428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
In this review, we highlight and contextualize emerging morphologic prognostic and predictive factors in renal cell carcinoma. We focus on clear cell renal cell carcinoma (ccRCC), the most common histologic subtype. Our understanding of the molecular characterization of ccRCC has dramatically improved in the last decade. Herein, we highlight how these discoveries have laid the foundation for new approaches to prognosis and therapeutic decision-making for patients with ccRCC. We explore the clinical relevance of common mutations, established gene expression signatures, intratumoral heterogeneity, sarcomatoid/rhabdoid morphology and PD-L1 expression, and discuss their impact on predicting response to therapy.
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Affiliation(s)
| | - Lindsay G Cowell
- Peter O'Donnell School of Public Health
- Kidney Cancer Program at Simmons Comprehensive Cancer Center, Dallas, TX
| | - Payal Kapur
- Department of Pathology
- Department of Urology, University of Texas Southwestern Medical Center
- Kidney Cancer Program at Simmons Comprehensive Cancer Center, Dallas, TX
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27
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Mecca M, Picerno S, Cortellino S. The Killer's Web: Interconnection between Inflammation, Epigenetics and Nutrition in Cancer. Int J Mol Sci 2024; 25:2750. [PMID: 38473997 DOI: 10.3390/ijms25052750] [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: 12/20/2023] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Inflammation is a key contributor to both the initiation and progression of tumors, and it can be triggered by genetic instability within tumors, as well as by lifestyle and dietary factors. The inflammatory response plays a critical role in the genetic and epigenetic reprogramming of tumor cells, as well as in the cells that comprise the tumor microenvironment. Cells in the microenvironment acquire a phenotype that promotes immune evasion, progression, and metastasis. We will review the mechanisms and pathways involved in the interaction between tumors, inflammation, and nutrition, the limitations of current therapies, and discuss potential future therapeutic approaches.
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Affiliation(s)
- Marisabel Mecca
- Laboratory of Preclinical and Translational Research, Centro di Riferimento Oncologico della Basilicata (IRCCS-CROB), 85028 Rionero in Vulture, PZ, Italy
| | - Simona Picerno
- Laboratory of Preclinical and Translational Research, Centro di Riferimento Oncologico della Basilicata (IRCCS-CROB), 85028 Rionero in Vulture, PZ, Italy
| | - Salvatore Cortellino
- Laboratory of Preclinical and Translational Research, Responsible Research Hospital, 86100 Campobasso, CB, Italy
- Scuola Superiore Meridionale (SSM), Clinical and Translational Oncology, 80138 Naples, NA, Italy
- S.H.R.O. Italia Foundation ETS, 10060 Candiolo, TO, Italy
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28
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Li K, Wang B, Hu H. Research progress of SWI/SNF complex in breast cancer. Epigenetics Chromatin 2024; 17:4. [PMID: 38365747 PMCID: PMC10873968 DOI: 10.1186/s13072-024-00531-z] [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: 11/15/2023] [Accepted: 02/13/2024] [Indexed: 02/18/2024] Open
Abstract
In the past decade, numerous epigenetic mechanisms have been discovered to be associated with cancer. The mammalian SWI/SNF complex is an ATP-dependent chromatin remodeling complex whose mutations are associated with various malignancies including breast cancer. As the SWI/SNF complex has become one of the most commonly mutated complexes in cancer, targeting epigenetic mutations acquired during breast cancer progress is a potential means of improving clinical efficacy in treatment strategies. This article reviews the composition of the SWI/SNF complex, its main roles and research progress in breast cancer, and links these findings to the latest discoveries in cancer epigenomics to discuss the potential mechanisms and therapeutic potential of SWI/SNF in breast cancer.
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Affiliation(s)
- Kexuan Li
- School of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
| | - Baocai Wang
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Haolin Hu
- Breast Center, Zhongda Hospital, School of Medicine, Southeast University, 87 Dingjiaqiao Road, Nanjing, 210009, Jiangsu, China.
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29
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Nguyen V, Schrank TP, Major MB, Weissman BE. ARID1A loss is associated with increased NRF2 signaling in human head and neck squamous cell carcinomas. PLoS One 2024; 19:e0297741. [PMID: 38358974 PMCID: PMC10868765 DOI: 10.1371/journal.pone.0297741] [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: 10/25/2023] [Accepted: 01/11/2024] [Indexed: 02/17/2024] Open
Abstract
Prior to the next generation sequencing and characterization of the tumor genome landscape, mutations in the SWI/SNF chromatin remodeling complex and the KEAP1-NRF2 signaling pathway were underappreciated. While these two classes of mutations appeared to independently contribute to tumor development, recent reports have demonstrated a mechanistic link between these two regulatory mechanisms in specific cancer types and cell models. In this work, we expand upon these data by exploring the relationship between mutations in BAF and PBAF subunits of the SWI/SNF complex and activation of NRF2 signal transduction across many cancer types. ARID1A/B mutations were strongly associated with NRF2 transcriptional activity in head and neck squamous carcinomas (HNSC). Many additional tumor types showed significant association between NRF2 signaling and mutation of specific components of the SWI/SNF complex. Different effects of BAF and PBAF mutations on the polarity of NRF2 signaling were observed. Overall, our results support a context-dependent functional link between SWI/SNF and NRF2 mutations across human cancers and implicate ARID1A inactivation in HPV-negative HNSC in promoting tumor progression and survival through activation of the KEAP1-NRF2 signaling pathway. The tumor-specific effects of these mutations open a new area of study for how mutations in the KEAP1-NRF2 pathway and the SWI/SNF complex contribute to cancer.
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Affiliation(s)
- Vinh Nguyen
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Travis P. Schrank
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America
- Department of Otolaryngology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Michael B. Major
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America
- Department of Cell Biology and Physiology, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Bernard E. Weissman
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America
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30
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Fultang N, Schwab AM, McAneny-Droz S, Grego A, Rodgers S, Torres BV, Heiser D, Scherle P, Bhagwat N. PBRM1 loss is associated with increased sensitivity to MCL1 and CDK9 inhibition in clear cell renal cancer. Front Oncol 2024; 14:1343004. [PMID: 38371625 PMCID: PMC10869502 DOI: 10.3389/fonc.2024.1343004] [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: 11/22/2023] [Accepted: 01/19/2024] [Indexed: 02/20/2024] Open
Abstract
MCL1 is a member of the BCL2 family of apoptosis regulators, which play a critical role in promoting cancer survival and drug resistance. We previously described PRT1419, a potent, MCL1 inhibitor with anti-tumor efficacy in various solid and hematologic malignancies. To identify novel biomarkers that predict sensitivity to MCL1 inhibition, we conducted a gene essentiality analysis using gene dependency data generated from CRISPR/Cas9 cell viability screens. We observed that clear cell renal cancer (ccRCC) cell lines with damaging PBRM1 mutations displayed a strong dependency on MCL1. PBRM1 (BAF180), is a chromatin-targeting subunit of mammalian pBAF complexes. PBRM1 is frequently altered in various cancers particularly ccRCC with ~40% of tumors harboring damaging PBRM1 alterations. We observed potent inhibition of tumor growth and induction of apoptosis by PRT1419 in various preclinical models of PBRM1-mutant ccRCC but not PBRM1-WT. Depletion of PBRM1 in PBRM1-WT ccRCC cell lines induced sensitivity to PRT1419. Mechanistically, PBRM1 depletion coincided with increased expression of pro-apoptotic factors, priming cells for caspase-mediated apoptosis following MCL1 inhibition. Increased MCL1 activity has been described as a resistance mechanism to Sunitinib and Everolimus, two approved agents for ccRCC. PRT1419 synergized with both agents to potently inhibit tumor growth in PBRM1-loss ccRCC. PRT2527, a potent CDK9 inhibitor which depletes MCL1, was similarly efficacious in monotherapy and in combination with Sunitinib in PBRM1-loss cells. Taken together, these findings suggest PBRM1 loss is associated with MCL1i sensitivity in ccRCC and provide rationale for the evaluation of PRT1419 and PRT2527 for the treatment for PBRM1-deficient ccRCC.
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Gubbiotti MA, Weinberg JS, Weathers SP, Dasgupta P, Tom MC, Aldape K, Quezado M, Abdullaev Z, Huse JT, Ballester LY. An incidental finding of a high-grade glioma with pleomorphic and pseudopapillary features (HPAP) with PBRM1 mutation. J Neuropathol Exp Neurol 2024; 83:139-141. [PMID: 38164987 PMCID: PMC11032702 DOI: 10.1093/jnen/nlad114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Affiliation(s)
- Maria A Gubbiotti
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jeffrey S Weinberg
- Department of Neurosurgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Shiao-Pei Weathers
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Pushan Dasgupta
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Martin C Tom
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kenneth Aldape
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Martha Quezado
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Zied Abdullaev
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Jason T Huse
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Leomar Y Ballester
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Ho PJ, Kweon J, Blumensaadt LA, Neely AE, Kalika E, Leon DB, Oh S, Stringer CWP, Lloyd SM, Ren Z, Bao X. Multi-omics integration identifies cell-state-specific repression by PBRM1-PIAS1 cooperation. CELL GENOMICS 2024; 4:100471. [PMID: 38190100 PMCID: PMC10794847 DOI: 10.1016/j.xgen.2023.100471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 10/24/2023] [Accepted: 11/30/2023] [Indexed: 01/09/2024]
Abstract
PBRM1 is frequently mutated in cancers of epithelial origin. How PBRM1 regulates normal epithelial homeostasis, prior to cancer initiation, remains unclear. Here, we show that PBRM1's gene regulatory roles differ drastically between cell states, leveraging human skin epithelium (epidermis) as a research platform. In progenitors, PBRM1 predominantly functions to repress terminal differentiation to sustain progenitors' regenerative potential; in the differentiation state, however, PBRM1 switches toward an activator. Between these two cell states, PBRM1 retains its genomic binding but associates with differential interacting proteins. Our targeted screen identified the E3 SUMO ligase PIAS1 as a key interactor. PIAS1 co-localizes with PBRM1 on chromatin to directly repress differentiation genes in progenitors, and PIAS1's chromatin binding drastically diminishes in differentiation. Furthermore, SUMOylation contributes to PBRM1's repressive function in progenitor maintenance. Thus, our findings highlight PBRM1's cell-state-specific regulatory roles influenced by its protein interactome despite its stable chromatin binding.
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Affiliation(s)
- Patric J Ho
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Junghun Kweon
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Laura A Blumensaadt
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Amy E Neely
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Elizabeth Kalika
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Daniel B Leon
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Sanghyon Oh
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Cooper W P Stringer
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Sarah M Lloyd
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Ziyou Ren
- Department of Dermatology, Northwestern University, Chicago, IL 60611, USA
| | - Xiaomin Bao
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA; Department of Dermatology, Northwestern University, Chicago, IL 60611, USA; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA.
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Affiliation(s)
- Kangjing Chen
- MOE Key Laboratory of Protein Science, Tsinghua University, Beijing, P.R. China,School of Life Sciences, Tsinghua University, Beijing, P.R. China
| | - Junjie Yuan
- MOE Key Laboratory of Protein Science, Tsinghua University, Beijing, P.R. China,School of Life Sciences, Tsinghua University, Beijing, P.R. China,Tsinghua-Peking Joint Center for Life Sciences, Beijing Advanced Innovation Center for Structural Biology, Beijing, Beijing, China
| | - Youyang Sia
- MOE Key Laboratory of Protein Science, Tsinghua University, Beijing, P.R. China,School of Life Sciences, Tsinghua University, Beijing, P.R. China
| | - Zhucheng Chen
- MOE Key Laboratory of Protein Science, Tsinghua University, Beijing, P.R. China,School of Life Sciences, Tsinghua University, Beijing, P.R. China,Tsinghua-Peking Joint Center for Life Sciences, Beijing Advanced Innovation Center for Structural Biology, Beijing, Beijing, China,CONTACT Zhucheng Chen MOE Key Laboratory of Protein Science, Tsinghua University, Beijing100084, P.R. China
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Yan W, Hou N, Zheng J, Zhai W. Predictive genomic biomarkers of therapeutic effects in renal cell carcinoma. Cell Oncol (Dordr) 2023; 46:1559-1575. [PMID: 37223875 DOI: 10.1007/s13402-023-00827-4] [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] [Accepted: 05/04/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND In recent years, there have been great improvements in the therapy of renal cell carcinoma. Nevertheless, the therapeutic effect varies significantly from person to person. To discern the effective treatment for different populations, predictive molecular biomarkers in response to target, immunological, and combined therapies are widely studied. CONCLUSION This review summarized those studies from three perspectives (SNPs, mutation, and expression level) and listed the relationship between biomarkers and therapeutic effect, highlighting the great potential of predictive molecular biomarkers in metastatic RCC therapy. However, due to a series of reasons, most of these findings require further validation.
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Affiliation(s)
- Weijie Yan
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Naiqiao Hou
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Junhua Zheng
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Zhai
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
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Yang C, Xiao Y, Wang X, Wei X, Wang J, Gao Y, Jiang Q, Ju Z, Zhang Y, Liu W, Huang N, Li Y, Gao Y, Wang L, Huang J. Coordinated alternation of DNA methylation and alternative splicing of PBRM1 affect bovine sperm structure and motility. Epigenetics 2023; 18:2183339. [PMID: 36866611 PMCID: PMC9988346 DOI: 10.1080/15592294.2023.2183339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
Abstract
DNA methylation and gene alternative splicing drive spermatogenesis. In screening DNA methylation markers and transcripts related to sperm motility, semen from three pairs of full-sibling Holstein bulls with high and low motility was subjected to reduced representation bisulphite sequencing. A total of 948 DMRs were found in 874 genes (gDMRs). Approximately 89% of gDMR-related genes harboured alternative splicing events, including SMAD2, KIF17, and PBRM1. One DMR in exon 29 of PBRM1 with the highest 5mC ratio was found, and hypermethylation in this region was related to bull sperm motility. Furthermore, alternative splicing events at exon 29 of PBRM1 were found in bull testis, including PBRM1-complete, PBRM1-SV1 (exon 28 deletion), and PBRM1-SV2 (exons 28-29 deletion). PBRM1-SV2 exhibited significantly higher expression in adult bull testes than in newborn bull testes. In addition, PBRM1 was localized to the redundant nuclear membrane of bull sperm, which might be related to sperm motility caused by sperm tail breakage. Therefore, the hypermethylation of exon 29 may be associated with the production of PBRM1-SV2 in spermatogenesis. These findings indicated that DNA methylation alteration at specific loci could regulate gene splicing and expression and synergistically alter sperm structure and motility.
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Affiliation(s)
- Chunhong Yang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Yao Xiao
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Xiuge Wang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Xiaochao Wei
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Jinpeng Wang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Yaping Gao
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Qiang Jiang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Zhihua Ju
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China.,College of Life Sciences, Shandong Normal University, Jinan, P. R. China
| | - Yaran Zhang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Wenhao Liu
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Ning Huang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Yanqin Li
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Yundong Gao
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Lingling Wang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China
| | - Jinming Huang
- Key Laboratory of Livestock and Poultry Multi-omics of MARA, Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, P. R. China.,Shandong Key Laboratory of Animal Disease Control and Breeding, Jinan, P.R.China.,College of Life Sciences, Shandong Normal University, Jinan, P. R. China
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Liu Y, Wu G. The utilization of single-cell sequencing technology in investigating the immune microenvironment of ccRCC. Front Immunol 2023; 14:1276658. [PMID: 38090562 PMCID: PMC10715415 DOI: 10.3389/fimmu.2023.1276658] [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: 08/14/2023] [Accepted: 11/07/2023] [Indexed: 12/18/2023] Open
Abstract
The growth and advancement of ccRCC are strongly associated with the presence of immune infiltration and the tumor microenvironment, comprising tumor cells, immune cells, stromal cells, vascular cells, myeloid-derived cells, and extracellular matrix (ECM). Nevertheless, as a result of the diverse and constantly evolving characteristics of the tumor microenvironment, prior advanced sequencing methods have frequently disregarded specific less prevalent cellular traits at varying intervals, thereby concealing their significance. The advancement and widespread use of single-cell sequencing technology enable us to comprehend the source of individual tumor cells and the characteristics of a greater number of individual cells. This, in turn, minimizes the impact of intercellular heterogeneity and temporal heterogeneity of the same cell on experimental outcomes. This review examines the attributes of the tumor microenvironment in ccRCC and provides an overview of the progress made in single-cell sequencing technology and its particular uses in the current focus of immune infiltration in ccRCC.
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Affiliation(s)
| | - Guangzhen Wu
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
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37
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DA Silva Prade J, DE Souza RS, DA Silva D'Αvila CM, DA Silva TC, Livinalli IC, Bertoncelli ACZ, Saccol FK, DE Oliveira Mendes T, Wenning LG, DA Rosa Salles T, Rhoden CRB, Cadona FC. An Overview of Renal Cell Carcinoma Hallmarks, Drug Resistance, and Adjuvant Therapies. CANCER DIAGNOSIS & PROGNOSIS 2023; 3:616-634. [PMID: 37927802 PMCID: PMC10619564 DOI: 10.21873/cdp.10264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 09/15/2023] [Indexed: 11/07/2023]
Abstract
Renal neoplasms are highlighted as one of the 10 most common types of cancer. Renal cell carcinoma (RCC) is the most common type of renal cancer, considered the seventh most common type of cancer in the Western world. The most frequently altered genes described as altered are VHL, PBRM1, SETD2, KDM5C, PTEN, BAP1, mTOR, TP53, TCEB1 (ELOC), SMARCA4, ARID1A, and PIK3CA. RCC therapies can be classified in three groups: monoclonal antibodies, tyrosine kinase inhibitors, and mTOR inhibitors. Besides, there are targeted agents to treat RCC. However, frequently patients present side effects and resistance. Even though many multidrug resistance mechanisms already have been reported to RCC, studies focused on revealing new biomarkers as well as more effective antitumor therapies with no or low side effects are very important. Some studies reported that natural products, such as honey, epigallocatechin-3-gallate (EGCG), curcumin, resveratrol, and englerin A showed antitumor activity against RCC. Moreover, nanoscience is another strategy to improve RCC treatment and reduce the side effects due to the improvement in pharmacokinetics and reduction of toxicities of chemotherapies. Taking this into account, we conducted a systemic review of recent research findings on RCC hallmarks, drug resistance, and adjuvant therapies. In conclusion, a range of studies reported that RCC is characterized by high incidence and increased mortality rates because of the development of resistance to standard therapies. Given the importance of improving RCC treatment and reducing adverse effects, nanoscience and natural products can be included in therapeutic strategies.
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Affiliation(s)
- Josiele DA Silva Prade
- Post-graduate Program in Health and Life Sciences, Franciscan University, Santa Maria, RS, Brazil
| | | | | | | | | | | | | | | | | | - Theodoro DA Rosa Salles
- Laboratory of Nanostructured Magnetic Materials - LaMMaN, Franciscan University, Santa Maria, RS, Brazil
- Graduate Program in Nanosciences, Franciscan University, Santa Maria, RS, Brazil
| | - Cristiano Rodrigo Bohn Rhoden
- Laboratory of Nanostructured Magnetic Materials - LaMMaN, Franciscan University, Santa Maria, RS, Brazil
- Graduate Program in Nanosciences, Franciscan University, Santa Maria, RS, Brazil
| | - Francine Carla Cadona
- Post-graduate Program in Health and Life Sciences, Franciscan University, Santa Maria, RS, Brazil
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38
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Giordano G, Ferioli E, Guareschi D, Tafuni A. Dedifferentiated Endometrial Carcinoma: A Rare Aggressive Neoplasm-Clinical, Morphological and Immunohistochemical Features. Cancers (Basel) 2023; 15:5155. [PMID: 37958329 PMCID: PMC10647464 DOI: 10.3390/cancers15215155] [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: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Dedifferentiated endometrioid adenocarcinoma is characterised by the coexistence of an undifferentiated carcinoma and a low-grade endometrioid adenocarcinoma. The low-grade component in this subtype of endometrial carcinoma is Grade 1 or 2 according to the Federation of Gynaecology and Obstetrics (FIGO) grading system. The coexistence of low-grade endometrial carcinoma and solid undifferentiated carcinoma can cause diagnostic problems on histological examination. In fact, this combination can often be mistaken for a more common Grade 2 or Grade 3 endometrial carcinoma. Therefore, this subtype of uterine carcinoma can often go under-recognised. An accurate diagnosis of dedifferentiated endometrial carcinoma is mandatory because of its poorer prognosis compared to Grade 3 endometrial carcinoma, with a solid undifferentiated component that can amount to as much as 20% of the entire tumour. The aim of this review is to provide clinical, immunohistochemical, and molecular data to aid with making an accurate histological diagnosis and to establish whether there are any findings which could have an impact on the prognosis or therapeutic implications of this rare and aggressive uterine neoplasm.
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Affiliation(s)
- Giovanna Giordano
- Department of Medicine and Surgery, Pathology Unit, University of Parma, Viale A. Gramsci, 14, 43126 Parma, Italy; (E.F.); (A.T.)
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Ouedraogo ZG, Ceruti F, Lepage M, Gay-Bellile M, Uhrhammer N, Ponelle-Chachuat F, Bidet Y, Privat M, Cavaillé M. Detection Rate and Spectrum of Pathogenic Variations in a Cohort of 83 Patients with Suspected Hereditary Risk of Kidney Cancer. Genes (Basel) 2023; 14:1991. [PMID: 38002934 PMCID: PMC10671640 DOI: 10.3390/genes14111991] [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: 09/13/2023] [Revised: 10/20/2023] [Accepted: 10/22/2023] [Indexed: 11/26/2023] Open
Abstract
Hereditary predisposition to cancer affects about 3-5% of renal cancers. Testing criteria have been proposed in France for genetic testing of non-syndromic renal cancer. Our study explores the detection rates associated with our testing criteria. Using a comprehensive gene panel including 8 genes related to renal cancer and 50 genes related to hereditary predisposition to other cancers, we evaluated the detection rate of pathogenic variants in a cohort of 83 patients with suspected renal cancer predisposition. The detection rate was 7.2% for the renal cancer genes, which was 2.41-fold higher than the estimated 3% proportion of unselected kidney cases with inherited risk. Pathogenic variants in renal cancer genes were observed in 44.5% of syndromic cases, and in 2.7% of non-syndromic cases. Incidental findings were observed in CHEK2, MSH2, MUTYH and WRN. CHEK2 was associated with renal cancer (OR at 7.14; 95% CI 1.74-29.6; p < 0.003) in our study in comparison to the gnomAD control population. The detection rate in renal cancer genes was low in non-syndromic cases. Additional causal mechanisms are probably involved, and further research is required to find them. A study of the management of renal cancer risk for CHEK2 pathogenic variant carriers is needed.
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Affiliation(s)
- Zangbéwendé Guy Ouedraogo
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Service de Biochimie et Génétique Moléculaire, CHU Clermont-Ferrand, 63000 Clermont-Ferrand, France
- Université Clermont Auvergne, CNRS, Inserm, iGReD, 63001 Clermont-Ferrand, France
| | - Florian Ceruti
- Service d’Urologie, CHU Gabriel Montpied, 63000 Clermont-Ferrand, France;
| | - Mathis Lepage
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Mathilde Gay-Bellile
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Nancy Uhrhammer
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Flora Ponelle-Chachuat
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Yannick Bidet
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Maud Privat
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
| | - Mathias Cavaillé
- Département d’Oncogénétique, Centre Jean Perrin, 63011 Clermont-Ferrand, France; (Z.G.O.); (M.L.); (M.G.-B.); (M.P.)
- Université Clermont Auvergne, INSERM, U1240 Imagerie Moléculaire et Stratégies Théranostiques, 63000 Clermont-Ferrand, France
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Shirole NH, Kaelin WG. von-Hippel Lindau and Hypoxia-Inducible Factor at the Center of Renal Cell Carcinoma Biology. Hematol Oncol Clin North Am 2023; 37:809-825. [PMID: 37270382 PMCID: PMC11315268 DOI: 10.1016/j.hoc.2023.04.011] [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] [Indexed: 06/05/2023]
Abstract
The most common form of kidney cancer is clear cell renal cell carcinoma (ccRCC). Biallelic VHL tumor suppressor gene inactivation is the usual initiating event in both hereditary (VHL Disease) and sporadic ccRCCs. The VHL protein, pVHL, earmarks the alpha subunits of the HIF transcription factor for destruction in an oxygen-dependent manner. Deregulation of HIF2 drives ccRCC pathogenesis. Drugs inhibiting the HIF2-responsive growth factor VEGF are now mainstays of ccRCC treatment. A first-in-class allosteric HIF2 inhibitor was recently approved for treating VHL Disease-associated neoplasms and appears active against sporadic ccRCC in early clinical trials.
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Affiliation(s)
- Nitin H Shirole
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
| | - William G Kaelin
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA; Brigham and Women's Hospital, Harvard Medical School; Howard Hughes Medical Institute.
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41
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Braun DA, Chakraborty AA. Immunobiology and Metabolic Pathways of Renal Cell Carcinoma. Hematol Oncol Clin North Am 2023; 37:827-840. [PMID: 37246090 DOI: 10.1016/j.hoc.2023.04.012] [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] [Indexed: 05/30/2023]
Abstract
The treatment of advanced renal cell carcinoma (RCC) has changed dramatically with immune checkpoint inhibitors, yet most patients do not have durable responses. There is consequently a tremendous need for novel therapeutic development. RCC, and particularly the most common histology clear cell RCC, is an immunobiologically and metabolically distinct tumor. An improved understanding of RCC-specific biology will be necessary for the successful identification of new treatment targets for this disease. In this review, we discuss the current understanding of RCC immune pathways and metabolic dysregulation, with a focus on topics important for future clinical development.
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Affiliation(s)
- David A Braun
- Center of Molecular and Cellular Oncology, Yale Cancer Center, Yale School of Medicine, 300 George Street (Suite 6400), New Haven, CT 06511, USA.
| | - Abhishek A Chakraborty
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinical, 9500 Euclid Avenue (NB40), Cleveland, OH 44195, USA; Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA.
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Abstract
Bromodomains are acetyl-lysine binding modules that are found in different classes of chromatin-interacting proteins. Among these are large chromatin remodeling complexes such as BAF and PBAF (variants of human SWI/SNF). Previous work has identified chemical probes targeting a subset of the bromodomains present in the BAF and PBAF complexes. Selective inhibitors of the individual bromodomains have proven challenging to discover, as the domains are highly similar. Here, elaboration of an aminopyridazine scaffold used previously to develop probes for the bromodomains of SMARCA2, SMARCA4, and the fifth bromodomain of PBRM1 yielded compounds with both potency and unusual selectivity for the second bromodomain of PBRM1. One of these, GNE-235, and its enantiomer control GNE-234 are suggested for initial cellular investigations of the function of the second bromodomain of PBRM1.
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Affiliation(s)
- Andrea G Cochran
- Department of Biological Chemistry, Genentech, Inc., South San Francisco, California 94080, United States
| | - Megan Flynn
- Department of Biological Chemistry, Genentech, Inc., South San Francisco, California 94080, United States
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Li BE, Li GY, Cai W, Zhu Q, Seruggia D, Fujiwara Y, Vakoc CR, Orkin SH. In vivo CRISPR/Cas9 screening identifies Pbrm1 as a regulator of myeloid leukemia development in mice. Blood Adv 2023; 7:5281-5293. [PMID: 37428871 PMCID: PMC10506108 DOI: 10.1182/bloodadvances.2022009455] [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: 12/01/2022] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/12/2023] Open
Abstract
CRISPR/Cas9 screening approaches are powerful tool for identifying in vivo cancer dependencies. Hematopoietic malignancies are genetically complex disorders in which the sequential acquisition of somatic mutations generates clonal diversity. Over time, additional cooperating mutations may drive disease progression. Using an in vivo pooled gene editing screen of epigenetic factors in primary murine hematopoietic stem and progenitor cells (HSPCs), we sought to uncover unrecognized genes that contribute to leukemia progression. We, first, modeled myeloid leukemia in mice by functionally abrogating both Tet2 and Tet3 in HSPCs, followed by transplantation. We, then, performed pooled CRISPR/Cas9 editing of genes encoding epigenetic factors and identified Pbrm1/Baf180, a subunit of the polybromo BRG1/BRM-associated factor SWItch/Sucrose Non-Fermenting chromatin-remodeling complex, as a negative driver of disease progression. We found that Pbrm1 loss promoted leukemogenesis with a significantly shortened latency. Pbrm1-deficient leukemia cells were less immunogenic and were characterized by attenuated interferon signaling and reduced major histocompatibility complex class II (MHC II) expression. We explored the potential relevance to human leukemia by assessing the involvement of PBRM1 in the control of interferon pathway components and found that PBRM1 binds to the promoters of a subset of these genes, most notably IRF1, which in turn regulates MHC II expression. Our findings revealed a novel role for Pbrm1 in leukemia progression. More generally, CRISPR/Cas9 screening coupled with phenotypic readouts in vivo has helped identify a pathway by which transcriptional control of interferon signaling influences leukemia cell interactions with the immune system.
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Affiliation(s)
- Bin E. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Grace Y. Li
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Wenqing Cai
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Qian Zhu
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | - Davide Seruggia
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Yuko Fujiwara
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
| | | | - Stuart H. Orkin
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, MA
- Harvard Medical School, Boston, MA
- Howard Hughes Medical Institute, Chevy Chase, MD
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Liu Y, Zhang Z, Xi P, Chen R, Cheng X, Liu J, Zhu Q, Nie Y, Sun T, Gong B, Wang S. Systematic analysis of RNASET2 gene as a potential prognostic and immunological biomarker in clear cell renal cell carcinoma. BMC Cancer 2023; 23:837. [PMID: 37679715 PMCID: PMC10483861 DOI: 10.1186/s12885-023-11356-6] [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: 11/18/2022] [Accepted: 08/31/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND RNASET2 has been identified as an oncogene with anti-angiogenic and immunomodulatory effects in a variety of cancers, but its function in clear cell renal cell carcinoma (ccRCC) is still not well understood. METHODS The RNASET2 expression matrix was extracted from the The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets and analyzed for diagnostic and prognostic value. RNASET2 mRNA expression was detected by quantitative polymerase chain reaction (qPCR) in ccRCC patients and renal cancer cell lines. Wound healing assay, transwell assay, western blotting, and tube formation assays were used to evaluate the function of RNASET2 in renal cancer in vitro. In addition, transcriptome sequencing was performed on knockdown RNASET2 kidney cancer cells to analyze their potential signaling pathways. Moreover, the immune microenvironment and mutational status were evaluated to predict the potential mechanisms of RNASET2 involvement in renal cancer progression. Sensitivity to common chemotherapeutic and targeted agents was assessed according to the Genomics of Drug Sensitivity in Cancer (GDSC) database. RESULTS RNASET2 expression was significantly upregulated in ccRCC tissues and renal cancer cell lines, predicting poor prognosis for patients. In vitro experiments showed that silencing RNASET2 inhibited the migration and pro-angiogenic ability of renal cancer cells. Transcriptome sequencing suggested its possible involvement in the remodeling of the immune microenvironment in renal cell carcinoma. Furthermore, bioinformatics analysis and immunohistochemical staining showed that RNASET2 was positively correlated with the infiltration abundance of regulatory T cells. Finally, we mapped the mutational landscape of RNASET2 in ccRCC and found its predictive value for drug sensitivity. CONCLUSIONS Our results suggest that RNASET2 is a promising biomarker and therapeutic target in ccRCC.
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Affiliation(s)
- Yifu Liu
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Zhicheng Zhang
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Ping Xi
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Ru Chen
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Xiaofeng Cheng
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Ji Liu
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Qiqi Zhu
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Yechen Nie
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China
| | - Ting Sun
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China.
| | - Binbin Gong
- Department of Urology, The First Affiliated Hospital of Nanchang University, No.17, Yongwai Center Street, Donghu District, Nanchang, 330006, Jiangxi, China.
| | - Siyuan Wang
- Department of Urology, Sichuan Cancer Hospital School of Medicine, University of Electronic Science and Technology of China, No. 55, Section 4, Renmin South Road, Chengdu, 610041, Sichuan, China.
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Anwaier A, Xu W, Liu W, Wei S, Tian X, Qu Y, Yang J, Zhang H, Ye D. Tumor microenvironment-based signatures distinguish intratumoral heterogeneity, prognosis, and immunogenomic features of clear cell renal cell carcinoma. JOURNAL OF THE NATIONAL CANCER CENTER 2023; 3:236-249. [PMID: 39035192 PMCID: PMC11256720 DOI: 10.1016/j.jncc.2023.08.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 07/23/2024] Open
Abstract
Background The tumor microenvironment (TME) performs a crucial function in the tumorigenesis and response to immunotherapies of clear cell renal cell carcinoma (ccRCC). However, a lack of recognized pre-clinical TME-based risk models poses a great challenge to investigating the risk factors correlated with prognosis and treatment responses for patients with ccRCC. Methods Stromal and immune contexture were assessed to calculate the TMErisk score of a large sample of patients with ccRCC from public and real-world cohorts using machine-learning algorithms. Next, analyses for prognostic efficacy, correlations with clinicopathological features, functional enrichment, immune cell distributions, DNA variations, immune response, and heterogeneity were performed and validated. Results Clinical hub genes, including INAFM2, SRPX, DPYSL3, VSIG4, APLNR, FHL5, A2M, SLFN11, ADAMTS4, IFITM1, NOD2, CCR4, HLA-DQB2, and PLAUR, were identified and incorporated to develop the TMErisk signature. Patients in the TMEhigh risk group (category) exhibited a considerably grim prognosis, and the TMErisk model was shown to independently function as a risk indicator for the overall survival (OS) of ccRCC patients. Expression levels of immune checkpoint genes were substantially increased in TMEhigh risk group, while those of the human leukocyte antigen (HLA) family genes were prominently decreased. In addition, tumors in the TMEhigh group showed significantly high infiltration levels of tumor-infiltrated lymphocytes, including M2 macrophages, CD8+ T cells, B cells, and CD4+ T cells. In heterogeneity analysis, more frequent somatic mutations, including pro-tumorigenic BAP1 and PBRM1, were observed in the TMEhigh group. Importantly, 19.3% of patients receiving immunotherapies in the TMEhigh group achieved complete or partial response compared with those with immune tolerance in the TMElow group, suggesting that TMErisk prominently differentiates prognosis and responses to immunotherapy for patients with ccRCC. Conclusions We first established the TMErisk score of ccRCC using machine-learning algorithms based on a large-scale population. The TMErisk score can be utilized as an innovative independent prognosis predictive marker with high sensitivity and accuracy. Our discovery also predicted the efficacy of immunotherapy in ccRCC patients, indicating the intimate link between tumor immune microenvironment and intratumoral heterogeneity.
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Affiliation(s)
- Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Wangrui Liu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shiyin Wei
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Yuanyuan Qu
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Jianfeng Yang
- Department of Surgery, ShangNan Branch of Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
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Cotta BH, Choueiri TK, Cieslik M, Ghatalia P, Mehra R, Morgan TM, Palapattu GS, Shuch B, Vaishampayan U, Van Allen E, Ari Hakimi A, Salami SS. Current Landscape of Genomic Biomarkers in Clear Cell Renal Cell Carcinoma. Eur Urol 2023; 84:166-175. [PMID: 37085424 PMCID: PMC11175840 DOI: 10.1016/j.eururo.2023.04.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 03/16/2023] [Accepted: 04/03/2023] [Indexed: 04/23/2023]
Abstract
CONTEXT Dramatic gains in our understanding of the molecular biology of clear cell renal cell carcinoma (ccRCC) have created a foundation for clinical translation to improve patient care. OBJECTIVE To review and contextualize clinically impactful data surrounding genomic biomarkers in ccRCC. EVIDENCE ACQUISITION A systematic literature search was conducted focusing on genomic-based biomarkers with an emphasis on studies assessing clinical outcomes. EVIDENCE SYNTHESIS The advancement of tumor sequencing techniques has led to a rapid increase in the knowledge of the molecular underpinnings of ccRCC and with that the discovery of multiple candidate genomic biomarkers. These include somatic gene mutations such as VHL, PBRM1, SETD2, and BAP1; copy number variations; transcriptomic multigene signatures; and specific immune cell populations. Many of these biomarkers have been assessed for their association with survival and a smaller number as potential predictors of a response to systemic therapy. In this scoping review, we discuss many of these biomarkers in detail. Further studies are needed to continue to refine and validate these molecular tools for risk stratification, with the ultimate goal of improving clinical decision-making and patient outcomes. CONCLUSIONS While no tissue or blood-based biomarkers for ccRCC have been incorporated into routine clinical practice to date, the field continues to expand rapidly. There remains a critical need to develop and validate these tools in order to improve the care for patients with kidney cancer. PATIENT SUMMARY Genomic biomarkers have the potential to better predict outcome and select the most appropriate treatment for patients with kidney cancer; however, further research is needed before any of these currently developed biomarkers are adopted into clinical practice.
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Affiliation(s)
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Marcin Cieslik
- Department of Pathology, Michigan Medicine, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Michigan Medicine, Ann Arbor, MI, USA
| | - Pooja Ghatalia
- Department of Hematology and Oncology, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Rohit Mehra
- Department of Pathology, Michigan Medicine, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Michigan Medicine, Ann Arbor, MI, USA; University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Todd M Morgan
- Department of Urology, Michigan Medicine, Ann Arbor, MI, USA; University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Ganesh S Palapattu
- Department of Urology, Michigan Medicine, Ann Arbor, MI, USA; University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA
| | - Brian Shuch
- Department of Urology, University of California, Los Angeles, CA, USA
| | - Ulka Vaishampayan
- University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA; Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Eliezer Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - A Ari Hakimi
- Division of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Simpa S Salami
- Department of Urology, Michigan Medicine, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Michigan Medicine, Ann Arbor, MI, USA; University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA.
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Petell CJ, Burkholder NT, Ruiz PA, Skela J, Foreman JR, Southwell LE, Temple BR, Krajewski K, Strahl BD. The bromo-adjacent homology domains of PBRM1 associate with histone tails and contribute to PBAF-mediated gene regulation. J Biol Chem 2023; 299:104996. [PMID: 37394010 PMCID: PMC10425938 DOI: 10.1016/j.jbc.2023.104996] [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: 01/31/2023] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 07/04/2023] Open
Abstract
A critical component of gene regulation is recognition of histones and their post-translational modifications by transcription-associated proteins or complexes. Although many histone-binding reader modules have been characterized, the bromo-adjacent homology (BAH) domain family of readers is still poorly characterized. A pre-eminent member of this family is PBRM1 (BAF180), a component of the PBAF chromatin-remodeling complex. PBRM1 contains two adjacent BAH domains of unknown histone-binding potential. We evaluated the tandem BAH domains for their capacity to associate with histones and to contribute to PBAF-mediated gene regulation. The BAH1 and BAH2 domains of human PBRM1 broadly interacted with histone tails, but they showed a preference for unmodified N-termini of histones H3 and H4. Molecular modeling and comparison of the BAH1 and BAH2 domains with other BAH readers pointed to a conserved binding mode via an extended open pocket and, in general, an aromatic cage for histone lysine binding. Point mutants that were predicted to disrupt the interaction between the BAH domains and histones reduced histone binding in vitro and resulted in dysregulation of genes targeted by PBAF in cellulo. Although the BAH domains in PBRM1 were important for PBAF-mediated gene regulation, we found that overall chromatin targeting of PBRM1 was not dependent on BAH-histone interaction. Our findings identify a function of the PBRM1 BAH domains in PBAF activity that is likely mediated by histone tail interaction.
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Affiliation(s)
- Christopher J Petell
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nathaniel T Burkholder
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Paloma A Ruiz
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jessica Skela
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jake R Foreman
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lauren E Southwell
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Brenda R Temple
- UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; R L Juliano Structural Bioinformatics Core Facility, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Krzysztof Krajewski
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Brian D Strahl
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
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Kuwahara Y, Iehara T, Matsumoto A, Okuda T. Recent insights into the SWI/SNF complex and the molecular mechanism of hSNF5 deficiency in rhabdoid tumors. Cancer Med 2023; 12:16323-16336. [PMID: 37317642 PMCID: PMC10469780 DOI: 10.1002/cam4.6255] [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: 10/11/2022] [Revised: 05/04/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023] Open
Abstract
Genetic information encoded by DNA is packaged in the nucleus using the chromatin structure. The accessibility of transcriptional elements in DNA is controlled by the dynamic structural changes of chromatin for the appropriate regulation of gene transcription. Chromatin structure is regulated by two general mechanisms, one is histone modification and the other is chromatin remodeling in an ATP-dependent manner. Switch/sucrose nonfermentable (SWI/SNF) complexes utilize the energy from ATP hydrolysis to mobilize nucleosomes and remodel the chromatin structure, contributing to conformational changes in chromatin. Recently, the inactivation of encoding genes for subunits of the SWI/SNF complexes has been documented in a series of human cancers, accounting for up to almost 20% of all human cancers. For example, human SNF5 (hSNF5), the gene that encodes a subunit of the SWI/SNF complexes, is the sole mutation target that drives malignant rhabdoid tumors (MRT). Despite remarkably simple genomes, the MRT has highly malignant characteristics. As a key to understanding MRT tumorigenesis, it is necessary to fully examine the mechanism of chromatin remodeling by the SWI/SNF complexes. Herein, we review the current understanding of chromatin remodeling by focusing on SWI/SNF complexes. In addition, we describe the molecular mechanisms and influences of hSNF5 deficiency in rhabdoid tumors and the prospects for developing new therapeutic targets to overcome the epigenetic drive of cancer that is caused by abnormal chromatin remodeling.
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Affiliation(s)
- Yasumichi Kuwahara
- Department of Biochemistry and Molecular Biology, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Tomoko Iehara
- Department of Pediatrics, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Akifumi Matsumoto
- Department of Ophthalmology, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Tsukasa Okuda
- Department of Biochemistry and Molecular Biology, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
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Martin SD, Bhuiyan I, Soleimani M, Wang G. Biomarkers for Immune Checkpoint Inhibitors in Renal Cell Carcinoma. J Clin Med 2023; 12:4987. [PMID: 37568390 PMCID: PMC10419620 DOI: 10.3390/jcm12154987] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
Immune checkpoint inhibitor (ICI) therapy has revolutionized renal cell carcinoma treatment. Patients previously thought to be palliative now occasionally achieve complete cures from ICI. However, since immunotherapies stimulate the immune system to induce anti-tumor immunity, they often lead to adverse autoimmunity. Furthermore, some patients receive no benefit from ICI, thereby unnecessarily risking adverse events. In many tumor types, PD-L1 expression levels, immune infiltration, and tumor mutation burden predict the response to ICI and help inform clinical decision making to better target ICI to patients most likely to experience benefits. Unfortunately, renal cell carcinoma is an outlier, as these biomarkers fail to discriminate between positive and negative responses to ICI therapy. Emerging biomarkers such as gene expression profiles and the loss of pro-angiogenic proteins VHL and PBRM-1 show promise for identifying renal cell carcinoma cases likely to respond to ICI. This review provides an overview of the mechanistic underpinnings of different biomarkers and describes the theoretical rationale for their use. We discuss the effectiveness of each biomarker in renal cell carcinoma and other cancer types, and we introduce novel biomarkers that have demonstrated some promise in clinical trials.
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Affiliation(s)
- Spencer D. Martin
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC V5Z 1M9, Canada;
| | - Ishmam Bhuiyan
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada;
| | - Maryam Soleimani
- Division of Medical Oncology, Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada;
- British Columbia Cancer Vancouver Centre, Vancouver, BC V5Z 4E6, Canada
| | - Gang Wang
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC V5Z 1M9, Canada;
- British Columbia Cancer Vancouver Centre, Vancouver, BC V5Z 4E6, Canada
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50
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Salvato I, Ricciardi L, Dal Col J, Nigro A, Giurato G, Memoli D, Sellitto A, Lamparelli EP, Crescenzi MA, Vitale M, Vatrella A, Nucera F, Brun P, Caicci F, Dama P, Stiff T, Castellano L, Idrees S, Johansen MD, Faiz A, Wark PA, Hansbro PM, Adcock IM, Caramori G, Stellato C. Expression of targets of the RNA-binding protein AUF-1 in human airway epithelium indicates its role in cellular senescence and inflammation. Front Immunol 2023; 14:1192028. [PMID: 37483631 PMCID: PMC10360199 DOI: 10.3389/fimmu.2023.1192028] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 06/06/2023] [Indexed: 07/25/2023] Open
Abstract
Introduction The RNA-binding protein AU-rich-element factor-1 (AUF-1) participates to posttranscriptional regulation of genes involved in inflammation and cellular senescence, two pathogenic mechanisms of chronic obstructive pulmonary disease (COPD). Decreased AUF-1 expression was described in bronchiolar epithelium of COPD patients versus controls and in vitro cytokine- and cigarette smoke-challenged human airway epithelial cells, prompting the identification of epithelial AUF-1-targeted transcripts and function, and investigation on the mechanism of its loss. Results RNA immunoprecipitation-sequencing (RIP-Seq) identified, in the human airway epithelial cell line BEAS-2B, 494 AUF-1-bound mRNAs enriched in their 3'-untranslated regions for a Guanine-Cytosine (GC)-rich binding motif. AUF-1 association with selected transcripts and with a synthetic GC-rich motif were validated by biotin pulldown. AUF-1-targets' steady-state levels were equally affected by partial or near-total AUF-1 loss induced by cytomix (TNFα/IL1β/IFNγ/10 nM each) and siRNA, respectively, with differential transcript decay rates. Cytomix-mediated decrease in AUF-1 levels in BEAS-2B and primary human small-airways epithelium (HSAEC) was replicated by treatment with the senescence- inducer compound etoposide and associated with readouts of cell-cycle arrest, increase in lysosomal damage and senescence-associated secretory phenotype (SASP) factors, and with AUF-1 transfer in extracellular vesicles, detected by transmission electron microscopy and immunoblotting. Extensive in-silico and genome ontology analysis found, consistent with AUF-1 functions, enriched RIP-Seq-derived AUF-1-targets in COPD-related pathways involved in inflammation, senescence, gene regulation and also in the public SASP proteome atlas; AUF-1 target signature was also significantly represented in multiple transcriptomic COPD databases generated from primary HSAEC, from lung tissue and from single-cell RNA-sequencing, displaying a predominant downregulation of expression. Discussion Loss of intracellular AUF-1 may alter posttranscriptional regulation of targets particularly relevant for protection of genomic integrity and gene regulation, thus concurring to airway epithelial inflammatory responses related to oxidative stress and accelerated aging. Exosomal-associated AUF-1 may in turn preserve bound RNA targets and sustain their function, participating to spreading of inflammation and senescence to neighbouring cells.
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Affiliation(s)
- Ilaria Salvato
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina, Italy
| | - Luca Ricciardi
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina, Italy
| | - Jessica Dal Col
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Annunziata Nigro
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Giorgio Giurato
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Domenico Memoli
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Assunta Sellitto
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Erwin Pavel Lamparelli
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Maria Assunta Crescenzi
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Monica Vitale
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Alessandro Vatrella
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
| | - Francesco Nucera
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina, Italy
| | - Paola Brun
- Department of Molecular Medicine, University of Padua, Padua, Italy
| | | | - Paola Dama
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Brighton, United Kingdom
| | - Thomas Stiff
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Brighton, United Kingdom
| | - Leandro Castellano
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Brighton, United Kingdom
| | - Sobia Idrees
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Faculty of Science, School of Life Sciences, Sydney, NSW, Australia
| | - Matt D. Johansen
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Faculty of Science, School of Life Sciences, Sydney, NSW, Australia
| | - Alen Faiz
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Faculty of Science, School of Life Sciences, Sydney, NSW, Australia
| | - Peter A. Wark
- Immune Health, Hunter Medical Research Institute and The University of Newcastle, Newcastle, NSW, Australia
| | - Philip M. Hansbro
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Faculty of Science, School of Life Sciences, Sydney, NSW, Australia
- Immune Health, Hunter Medical Research Institute and The University of Newcastle, Newcastle, NSW, Australia
| | - Ian M. Adcock
- National Heart and Lung Institute, Imperial College London and the National Institute for Health and Care Research (NIHR) Imperial Biomedical Research Centre, London, United Kingdom
| | - Gaetano Caramori
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina, Italy
| | - Cristiana Stellato
- Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy
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