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Mukherjee A, Kakati RT, Van Alsten S, Laws T, Ebbs AL, Hollern DP, Spanheimer PM, Hoadley KA, Troester MA, Simon JM, Baldwin AS. DAB2IP loss in luminal a breast cancer leads to NF-κB-associated aggressive oncogenic phenotypes. JCI Insight 2024; 9:e171705. [PMID: 39418101 PMCID: PMC11623953 DOI: 10.1172/jci.insight.171705] [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: 04/26/2023] [Accepted: 10/11/2024] [Indexed: 10/19/2024] Open
Abstract
Despite proven therapy options for estrogen receptor-positive (ER+) breast tumors, a substantial number of patients with ER+ breast cancer exhibit relapse with associated metastasis. Loss of expression of RasGAPs leads to poor outcomes in several cancers, including breast cancer. Mining the The Cancer Genome Atlas (TCGA) breast cancer RNA-Seq dataset revealed that low expression of the RasGAP DAB2IP was associated with a significant decrease in relapse-free survival in patients with Luminal A breast cancer. Immunostaining demonstrated that DAB2IP loss occurred in grade 2 tumors and higher. Consistent with this, genes upregulated in DAB2IP-low Luminal A tumors were shared with more aggressive tumor subtypes and were associated with proliferation, metastasis, and altered ER signaling. Low DAB2IP expression in ER+ breast cancer cells was associated with increased proliferation, enhanced stemness phenotypes, and activation of IKK, the upstream regulator of the transcription factor NF-κB. Integrating cell-based ChIP-Seq with motif analysis and TCGA RNA-Seq data, we identified a set of candidate NF-κB target genes upregulated with loss of DAB2IP linked with several oncogenic phenotypes, including altered RNA processing. This study provides insight into mechanisms associated with aggressiveness and recurrence within a subset of the typically less aggressive Luminal A breast cancer intrinsic subtype.
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Affiliation(s)
- Angana Mukherjee
- UNC Lineberger Comprehensive Cancer, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Pathology and Laboratory Medicine and
| | - Rasha T. Kakati
- Division of Surgical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Sarah Van Alsten
- UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Tyler Laws
- UNC Lineberger Comprehensive Cancer, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Aaron L. Ebbs
- UNC Lineberger Comprehensive Cancer, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Philip M. Spanheimer
- Division of Surgical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | | | - Melissa A. Troester
- UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jeremy M. Simon
- Department of Genetics and
- UNC Neuroscience Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
- Department of Data Science, Dana-Farber Cancer Institute and Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Albert S. Baldwin
- UNC Lineberger Comprehensive Cancer, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Biology, University of North Carolina at Chapel Hill, North Carolina, USA
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Buchholz K, Durślewicz J, Klimaszewska-Wiśniewska A, Wiśniewska M, Słupski M, Grzanka D. SKA3 Expression as a Prognostic Factor for Patients with Pancreatic Adenocarcinoma. Int J Mol Sci 2024; 25:5134. [PMID: 38791174 PMCID: PMC11120893 DOI: 10.3390/ijms25105134] [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: 04/04/2024] [Revised: 04/29/2024] [Accepted: 05/02/2024] [Indexed: 05/26/2024] Open
Abstract
The spindle and kinetochore-associated complex subunit 3 (SKA3) is a protein essential for proper chromosome segregation during mitosis and thus responsible for maintaining genome stability. Although its involvement in the pathogenesis of various cancer types has been reported, the potential clinicopathological significance of SKA3 in pancreatic ductal adenocarcinoma (PDAC) has not been fully elucidated. Therefore, this study aimed to assess clinicopathological associations and prognostic value of SKA3 in PDAC. For this purpose, in-house immunohistochemical analysis on tissue macroarrays (TMAs), as well as a bioinformatic examination using publicly available RNA-Seq dataset, were performed. It was demonstrated that SKA3 expression at both mRNA and protein levels was significantly elevated in PDAC compared to control tissues. Upregulated mRNA expression constituted an independent unfavorable prognostic factor for the overall survival of PDAC patients, whereas altered SKA3 protein levels were associated with significantly better clinical outcomes. The last observation was particularly clear in the early-stage tumors. These findings render SKA3 a promising prognostic biomarker for patients with pancreatic ductal adenocarcinoma. However, further studies are needed to confirm this conclusion.
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Affiliation(s)
- Karolina Buchholz
- Department of Clinical Pathomorphology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland; (K.B.); (J.D.); (D.G.)
- Department of Histology and Embryology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-092 Bydgoszcz, Poland
| | - Justyna Durślewicz
- Department of Clinical Pathomorphology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland; (K.B.); (J.D.); (D.G.)
| | - Anna Klimaszewska-Wiśniewska
- Department of Clinical Pathomorphology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland; (K.B.); (J.D.); (D.G.)
| | - Magdalena Wiśniewska
- Department of Oncology and Brachytherapy, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-796 Bydgoszcz, Poland;
- Clinical Department of Oncology, Professor Franciszek Lukaszczyk Oncology Center in Bydgoszcz, 85-796 Bydgoszcz, Poland
| | - Maciej Słupski
- Department of General, Hepatobiliary and Transplant Surgery, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland;
| | - Dariusz Grzanka
- Department of Clinical Pathomorphology, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, 85-094 Bydgoszcz, Poland; (K.B.); (J.D.); (D.G.)
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Liu G, Liu X, Zeng W, Zhou W. TFAP2A Upregulates SKA3 to Promote Glycolysis and Reduce the Sensitivity of Lung Adenocarcinoma Cells to Cisplatin. Pharmacology 2024; 109:202-215. [PMID: 38643755 DOI: 10.1159/000536557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 01/22/2024] [Indexed: 04/23/2024]
Abstract
INTRODUCTION Studies have shown that glycolysis metabolism affects the resistance or sensitivity of tumors to chemotherapy drugs. Emerging from recent research, a paradigm-shifting revelation has unfolded, elucidating the oncogenic nature of SKA3 within the context of lung adenocarcinoma (LUAD). Consequently, this work was designed to delve into the effects of SKA3 on glycolysis and cisplatin (CDDP) resistance in LUAD cells and to find new possibilities for individualized treatment of LUAD. METHODS LUAD mRNA expression data from the TCGA database were procured to scrutinize the differential expression patterns of SKA3 in both tumor and normal tissues. GSEA and Pearson correlation analyses were employed to elucidate the impact of SKA3 on signaling pathways within the context of LUAD. In order to discern the upstream regulatory mechanisms, the ChEA and JASPAR databases were utilized to predict the transcription factors and binding sites associated with SKA3. qRT-PCR and Western blot were implemented to assay the mRNA and protein expression levels of SKA3 and TFAP2A. Chromatin immunoprecipitation and dual-luciferase assays were performed to solidify the binding relationship between the two. Extracellular acidification rate, glucose consumption, lactate production, and glycolysis-related proteins (HK2, GLUT1, and LDHA) were used to evaluate the level of glycolysis. Cell viability under CDDP treatment was determined utilizing the CCK-8, allowing for the calculation of IC50. The expression levels of SKA3 and TFAP2A proteins were detected by immunohistochemistry (IHC). RESULTS SKA3 exhibited upregulation in LUAD tissues and cell lines, establishing a direct linkage with glycolysis pathway. Overexpression of SKA3 fostered glycolysis in LUAD, resulting in reduced sensitivity toward CDDP treatment. The upstream transcription factor of SKA3, TFAP2A, was also upregulated in LUAD and could promote SKA3 transcription. Overexpression of TFAP2A also fostered the glycolysis of LUAD. Rescue assays showed that TFAP2A promoted glycolysis in LUAD cells by activating SKA3, reducing the sensitivity of LUAD cells to CDDP. The IHC analysis revealed a positive correlation between high expression of SKA3 and TFAP2A and CDDP resistance. CONCLUSION In summary, TFAP2A can transcriptionally activate SKA3, promote glycolysis in LUAD, and protect LUAD cells from CDDP treatment, indicating that targeting the TFAP2A/SKA3 axis may become a plausible and pragmatic therapeutic strategy for the clinical governance of LUAD.
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Affiliation(s)
- Guijun Liu
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Xiang Liu
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Wei Zeng
- Department of Thoracic Surgery, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Wangyan Zhou
- Department of Medical Record, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
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Feng D, Wang J, Xiao Y, Wu R, Li D, Tuo Z, Yu Q, Ye L, MIYAMOTO A, Yoo KH, Wei W, Ye X, Zhang C, Han P. SKA3 targeted therapies in cancer precision surgery: bridging bench discoveries to clinical applications - review article. Int J Surg 2024; 110:2323-2337. [PMID: 38241327 PMCID: PMC11020031 DOI: 10.1097/js9.0000000000001123] [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: 09/11/2023] [Accepted: 01/09/2024] [Indexed: 01/21/2024]
Abstract
Spindle and kinetochore-associated complex subunit 3 (SKA3) is a microtubule-binding subcomplex of the outer kinetochore, which plays a vital role in proper chromosomal segregation and cell division. Recently, SKA3 have been demonstrated its oncogenic role of tumorigenesis and development in cancers. In this review, the authors comprehensively deciphered SKA3 in human cancer from various aspects, including bibliometrics, pan-cancer analysis, and narrative summary. The authors also provided the top 10 predicted drugs targeting SKA3. The authors proposed that SKA3 was a potential target and brought new therapeutic opportunities for cancer patients.
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Affiliation(s)
- Dechao Feng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
- Department of Rehabilitation, The Affiliated Hospital of Southwest Medical University, Luzhou
| | - Jie Wang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
| | - Yuhan Xiao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
| | - Ruicheng Wu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
| | - Dengxiong Li
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
| | - Zhouting Tuo
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei
| | - Qingxin Yu
- Department of Pathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo City, Zhejiang Province
| | - Luxia Ye
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, People’s Republic of China
| | - Akira MIYAMOTO
- Department of Rehabilitation, West Kyushu University, Japan
| | - Koo Han Yoo
- Department of Urology, Kyung Hee University, South Korea
| | - Wuran Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
| | - Xing Ye
- Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Chi Zhang
- Department of Rehabilitation, The Affiliated Hospital of Southwest Medical University, Luzhou
| | - Ping Han
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu
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Zeng W, Xie F, Pan Y, Chen Z, Chen H, Liu X, Tian K, Xu D. A comprehensive prognostic score for head and neck squamous cancer driver genes and phenotype traits. Discov Oncol 2023; 14:193. [PMID: 37897503 PMCID: PMC10613197 DOI: 10.1007/s12672-023-00796-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 09/19/2023] [Indexed: 10/30/2023] Open
Abstract
BACKGROUND Head and neck squamous cancer (HNSCC) presents variable phenotype and progression features. Clinically applicable, high-accuracy multifactorial prognostic models for HNSCC survival outcomes are warranted and an active area of research. This study aimed to construct a comprehensive prognostic tool for HNSCC overall survival by integrating cancer driver genes with tumor clinical and phenotype information. METHODS Key overall survival-related cancer driver genes were screened from among main effector and reciprocal gene pairs using TCGA data using univariate Cox proportional hazard regression analysis. Independent validation was performed using the GSE41613 dataset. The main effector genes among these were selected using LASSO regression and transcriptome score modeling was performed using multivariate Cox regression followed by validation analysis of the prognostic score. Next, multivariate Cox regression analysis was performed using the transcriptome score combined with age, grade, gender, and stage. An 'Accurate Prediction Model of HNSCC Overall Survival Score' (APMHO) was computed and validated. Enriched functional pathways, gene mutational landscape, immune cell infiltration, and immunotherapy sensitivity markers associated with high and low APMHO scores were analyzed. RESULTS Screening 107 overall survival-related cancer genes and 402 interacting gene pairs, 6 genes: CRLF2, HSP90AA1, MAP2K1, PAFAH1B2, MYCL and SET genes, were identified and a transcriptional score was obtained. Age, stage and transcriptional score were found to be significant predictors in Cox regression analysis and used to construct a final APMHO model showing an AUC > 0.65 and validated. Transcriptional score, age, pathologic_N, pathologic_T, stage, and TCGA_subtype were significantly different in distribution between high and low APMHO groups. High APMHO samples showed significantly higher mutation rate, enriched tumor-related pathways including Hypoxia, unfold_protein_response, Glycolysis, and mTORC1 signaling, along with differences in immune cell infiltration and immune checkpoint, interferon-γ pathway and m6A regulator expression patterns. CONCLUSION The APMHO score combining transcriptional and clinical variables showed good prognostic ability for HNSCC overall survival outcomes and was associated with different patterns of phenotypical features, immune and mutational landscape, and immunotherapy sensitivity marker expression. Future studies should validate this score in independent clinical cohorts.
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Affiliation(s)
- Wen Zeng
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China
| | - Fangfang Xie
- Ganzhou People's Hospital, Ganzhou, 341000, Jiangxi, People's Republic of China
| | - Yiyun Pan
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China
| | - Zhengcong Chen
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China
| | - Hailong Chen
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China
| | - Xiaomei Liu
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China
| | - Keqiang Tian
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China.
| | - Dechang Xu
- Ganzhou Cancer Hospital, Gannan Medical College Affiliated Cancer Hospital, No.19, Huayuan Road, Zhanggong Avenue, Ganzhou, Jiangxi, People's Republic of China.
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Song GQ, He TL, Ji KJ, Duan YM, Zhang JW, Hu GQ. SKA1/2/3 is a biomarker of poor prognosis in human hepatocellular carcinoma. Front Oncol 2022; 12:1038925. [PMID: 36439516 PMCID: PMC9684634 DOI: 10.3389/fonc.2022.1038925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/25/2022] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Spindle and kinetochore-associated complex subunits 1-3 (SKA1-3) stabilize the kinetochore-attached spindle microtubules in metaphase. Due to the dysregulation in multiple cancers, SKA1-3 is considered a predictor for the prognosis of the patients. However, the potential clinical applications of SKA1-3, particularly in hepatocellular carcinoma (HCC) prognosis and progression, have completely unknown yet. METHODS For the analysis of SKA1-3 expression and applications in clinics in HCC patients, several databases, such as STRING, UALCAN, GEO, and TCGA, were searched. In addition, the underlying mechanisms of SKA for the regulation of HCC occurrence, development, and progression were also explored. RESULTS Compared to the normal controls, HCC patients showed dramatically elevated SKA1-3 expression at the mRNA level, and the values of the area under the curve (AUC) were 0.982, 0.887, and 0.973, respectively. Increased SKA1-3 expression levels were associated with the clinical stage, age, body mass index, tumor grade, tissue subtype, and Tp53 mutation status in HCC patients. The analyses of Kyoto Encyclopedia of Genes and Genome (KEGG) and Gene ontology (GO) demonstrated that SKA1-3 are enriched mainly in the Fanconi anemia, homologous recombination, spliceosome, DNA replication, and cell cycle signaling pathways. The hub genes, such as CDK1, CCNB1, CCNA2, TOP2A, BUB1, AURKB, CCNB2, BUB1B, NCAPG, and KIF11, were identified in protein-protein interactions (PPIs). The expression levels of hub genes were increased in HCC patients and predictive of a poor prognosis. Finally, the expression levels of SKA1-3 were determined using the GEO database. CONCLUSIONS SKA1-3 are potential prognostic biomarkers of and targets for HCC. In addition, SKA1-3 may affect HCC prognosis via the Fanconi anemia pathway, homologous recombination, spliceosome, DNA replication, and cell cycle signaling pathway.
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Affiliation(s)
- Guo-Qiang Song
- Department of Respiratory, Changxing Hospital of Traditional Chinese Medicine, Huzhou, China
| | - Tian-Li He
- Department of Radiotherapy, Changxing People’s Hospital, Huzhou, China
| | - Ke-Jie Ji
- Department of Respiratory, Changxing Hospital of Traditional Chinese Medicine, Huzhou, China
| | - Yi-Meng Duan
- Department of Radiotherapy, Changxing People’s Hospital, Huzhou, China
| | - Jia-Wen Zhang
- Department of Respiratory, Changxing Hospital of Traditional Chinese Medicine, Huzhou, China
| | - Guo-Qiang Hu
- Department of Respiratory, Changxing Hospital of Traditional Chinese Medicine, Huzhou, China
- Department of Cancer Center, Changxing Hospital of Traditional Chinese Medicine, Huzhou, China
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