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Chang IYF, Tsai HC, Chen CH, Chen HC, Huang CW, Cox GF, Huang FM, Lin YY, Chen KT, Lin YJ, Wei KC. CAN008 prolongs overall survival in patients with newly diagnosed GBM characterized by high tumor mutational burden. Biomed J 2023:100660. [PMID: 37741340 DOI: 10.1016/j.bj.2023.100660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/31/2023] [Accepted: 09/15/2023] [Indexed: 09/25/2023] Open
Abstract
BACKGROUND A previous phase 1 dose-escalation study in Taiwan indicated CAN008 (asunercept) with standard concurrent chemoradiotherapy (CCRT) improved progression-free survival (PFS) in newly diagnosed glioblastoma (GBM) patients. This study evaluates the efficacy of CAN008 in promoting overall survival (OS) and identifies genetic alterations associated with treatment responses. METHODS We compared OS of 5-year follow-ups from 9 evaluable CAN008 cohort patients (6 received high-dose and 3 received low-dose) to a historical Taiwanese GBM cohort with 164 newly diagnosed patients. CAN008 treatment response-associated genetic alterations were identified by whole-exome sequencing and comparing variant differences between response groups. Associations among patient survival, tumor mutational burden (TMB), and genetic alterations were analyzed using CAN008 cohort and TCGA-GBM dataset. RESULTS OS for high-dose CAN008 patients at 2 and 5 years was 83% and 67%, respectively, and 40.1% and 8.8% for the historical GBM cohort, respectively. Better OS was observed in the high-dose CAN008 cohort (without reaching the median survival) than the historical GBM cohort (median OS: 20 months; p=0.0103). Five high-dose CAN008 patients were divided into good and poor response groups based on their PFS. A higher variant count and TMB were observed in good response patients, whereas no significant association was observed between TMB and patient survival in the newly diagnosed TCGA-GBM dataset, suggesting TMB may modulate patient CAN008 response. CONCLUSION CAN008 combined with standard CCRT treatment prolonged the PFS and OS of newly diagnosed GBM patients compared to standard therapy alone. Higher treatment efficacy was associated with higher TMB.
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Affiliation(s)
- Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Hong-Chieh Tsai
- School of Traditional Chinese Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Chia-Hua Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Hsiu-Chi Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Wen Huang
- School of Traditional Chinese Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
| | | | | | - You-Yu Lin
- Genome and Systems Biology Degree Program, Academia Sinica and National Taiwan University, Taipei
| | - Ko-Ting Chen
- School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan; Neuroscience Research Center, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Ya-Jui Lin
- School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan; Neuroscience Research Center, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Kuo-Chen Wei
- School of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan; Neuroscience Research Center, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan; Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan.
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Huang SC, Chang IYF, Chang CJ, Liu H, Chen KH, Liu TT, Hsieh TY, Chuang HC, Chen CC, Lin IC, Ng KF, Huang HY, Chen TC. Association between hepatic angiosarcoma and end-stage renal disease: nationwide population-based evidence and enriched mutational signature of aristolochic acid exposure. J Pathol 2023; 260:165-176. [PMID: 36815532 DOI: 10.1002/path.6072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 01/31/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023]
Abstract
Hepatic angiosarcoma (HAS) is an aggressive mesenchymal malignancy that remains underexplored with respect to its etiology and mutational landscapes. To clarify the association between HAS and end-stage renal disease (ESRD), we used nationwide data of the National Health Insurance Research Database (NHIRD) in Taiwan, covering ~99% of the population, from 2001 to 2016. To investigate molecular signatures, we performed whole-exome sequencing (WES) in 27 surgical specimens, including nine ESRD-associated cases. The NHIRD analysis demonstrated that HAS ranked second among all angiosarcomas in Taiwan, with the incidence rates of HAS being 0.08, 2.49, and 5.71 per 100,000 person-years in the general population, chronic kidney disease (CKD), and ESRD patients, respectively. The standardized incidence ratios of HAS in CKD and ESRD patients were 29.99 and 68.77, respectively. In comparison with nonhepatic angiosarcoma, the multivariate regression analysis of our institutional cohort confirmed CKD/ESRD as an independent risk factor for HAS (odds ratio: 9.521, 95% confidence interval: 2.995-30.261, p < 0.001). WES identified a high tumor mutation burden (TMB; median: 8.66 variants per megabase) and dominant A:T-to-T:A transversion in HAS with frequent TP53 (81%) and ATRX (41%) mutations, KDR amplifications/gains (56%), and CDKN2A/B deletions (48%). Notably, ESRD-associated HAS had a significantly higher TMB (17.62 variants per megabase, p = 0.01) and enriched mutational signatures of aristolochic acid exposure (COSMIC SBS22, p < 0.001). In summary, a significant proportion of HAS in Taiwan is associated with ESRD and harbors a distinctive mutational signature, which concomitantly links nephrotoxicity and mutagenesis resulting from exposure to aristolochic acid or related compounds. A high TMB may support the eligibility for immunotherapy in treating ESRD-associated HAS. © 2023 The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Shih-Chiang Huang
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Neurosurgery, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Chee-Jen Chang
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Research Services Center for Health Information, Chang Gung University, Taoyuan, Taiwan
- Clinical Informatics and Medical Statistics Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- Department of Cardiology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Hsuan Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Kuang-Hua Chen
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Ting-Ting Liu
- Department of Anatomical Pathology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Kaohsiung, Taiwan
- Department of Medical Laboratory Science, I-Shou University, Kaohsiung, Taiwan
| | - Tsan-Yu Hsieh
- Department of Anatomic Pathology, Keelung Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Keelung, Taiwan
| | - Huei-Chieh Chuang
- Department of Anatomic Pathology, Chiayi Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Chiayi, Taiwan
| | - Chien-Cheng Chen
- Department of Radiology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - I-Chieh Lin
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Kwai-Fong Ng
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Hsuan-Ying Huang
- Department of Anatomical Pathology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Kaohsiung, Taiwan
| | - Tse-Ching Chen
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
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Chen CH, Wei KC, Liao WC, Lin YY, Chen HC, Feng LY, Liu CH, Huang CY, Chen KT, Wu CS, Chang YS, Yu JS, Chang IYF. Prognostic value of an APOBEC3 deletion polymorphism for glioma patients in Taiwan. J Neurosurg 2022; 138:1325-1337. [PMID: 36152319 DOI: 10.3171/2022.7.jns2250] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 07/20/2022] [Indexed: 12/11/2022]
Abstract
OBJECTIVE The molecular pathogenesis of malignant gliomas, characterized by diverse tumor histology with differential prognosis, remains largely unelucidated. An APOBEC3 deletion polymorphism, with a deletion in APOBEC3B, has been correlated to risk and prognosis in several cancers, but its role in glioma is unclear. The authors aimed to examine the clinical relevance of the APOBEC3 deletion polymorphism to glioma risk and survival in a glioma patient cohort in Taiwan. METHODS The authors detected deletion genotypes in 403 glioma patients and 1365 healthy individuals in Taiwan and correlated the genotypes with glioma risk, clinicopathological factors, patient survival, and patient sex. APOBEC3 gene family expression was measured and correlated to the germline deletion. A nomogram model was constructed to predict patient survival in glioma. RESULTS The proportion of APOBEC3B-/- and APOBEC3B+/- genotypes was higher in glioblastoma (GBM) patients than healthy individuals and correlated with higher GBM risk in males. A higher percentage of cases with APOBEC3B- was observed in male than female glioma patients. The presence of APOBEC3B-/- was correlated with better overall survival (OS) in male astrocytic glioma patients. No significant correlation of the genotypes to glioma risk and survival was observed in the female patient cohort. Lower APOBEC3B expression was observed in astrocytic glioma patients with APOBEC3B-/- and was positively correlated with better OS. A 5-factor nomogram model was constructed based on male patients with astrocytic gliomas in the study cohort and worked efficiently for predicting patient OS. CONCLUSIONS The germline APOBEC3 deletion was associated with increased GBM risk and better OS in astrocytic glioma patients in the Taiwan male population. The APOBEC3B deletion homozygote was a potential independent prognostic factor predicting better survival in male astrocytic glioma patients.
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Affiliation(s)
| | - Kuo-Chen Wei
- 2School of Medicine, and.,5Department of Neurosurgery.,7Neuroscience Research Center, and.,11Department of Neurosurgery, New Taipei Municipal Tucheng Hospital, New Taipei City
| | - Wei-Chao Liao
- 1Molecular Medicine Research Center.,4Department of Pediatrics, Chang Gung Children's Hospital, Chang Gung Memorial Hospital, Taoyuan
| | - You-Yu Lin
- 9Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei.,10Genome and Systems Biology Degree Program, Academia Sinica and National Taiwan University, Taipei
| | | | - Li-Ying Feng
- 11Department of Neurosurgery, New Taipei Municipal Tucheng Hospital, New Taipei City
| | - Chiung-Hui Liu
- 12Department of Post-Baccalaureate Medicine and.,13PhD Program in Tissue Engineering and Regenerative Medicine, National Chung Hsing University, Taichung City, Taiwan
| | - Chiung-Yin Huang
- 7Neuroscience Research Center, and.,11Department of Neurosurgery, New Taipei Municipal Tucheng Hospital, New Taipei City
| | - Ko-Ting Chen
- 2School of Medicine, and.,5Department of Neurosurgery.,7Neuroscience Research Center, and
| | - Chi-Sheng Wu
- 1Molecular Medicine Research Center.,6Department of Otolaryngology-Head & Neck Surgery
| | | | - Jau-Song Yu
- 1Molecular Medicine Research Center.,3Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan.,8Liver Research Center, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan
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Yang CK, Hsu HC, Liu YH, Tsai WS, Ma CP, Chen YT, Tan BCM, Lai YY, Chang IYF, Yang C, Yang CY, Yu JS, Liu H. EV-miRome-wide profiling uncovers miR-320c for detecting metastatic colorectal cancer and monitoring the therapeutic response. Cell Oncol 2022; 45:621-638. [PMID: 35849310 PMCID: PMC9424175 DOI: 10.1007/s13402-022-00688-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2022] [Indexed: 11/28/2022] Open
Abstract
PURPOSE Molecular composition of circulating small extracellular vesicles (EVs) does not merely reflect the cells of origin, but also is enriched in specific biomolecules directly associated with the cellular transformation. However, while most of the currently identified EV-miRs are only geared towards one-dimensional disease detection, their application for long-term tracking and treatment response monitoring has been largely elusive. METHODS We established and optimized a rapid, sensitive and robust liquid biopsy sampling method, and further used small RNA sequencing to comprehensively catalogue EV-miRomes in association with the progression and outcome of metastatic colorectal cancer (mCRC). RESULTS By cross-comparison of EV-miRomes (n = 290) from multi-stage and longitudinal cohorts, we uncovered a 15-EV-miR signature with dual detection and long-term monitoring of tumor size progression for mCRC. From this panel, EV-miR-320c was uncovered as a strong clinical marker - aside from its diagnostic power and a therapeutic monitoring performance superior to carcinoembryonic antigen (CEA), its high expression has also been linked to lower overall survival and a greater likelihood of disease recurrence. Further, integrative analyses of tissue transcriptomic and liquid biopsy implicated this 15-EV-miR signature in programming the mesenchymal-epithelial transition (MET) for distant localization of the metastasized cells and also in creating a tumor-favoring metastatic niche. CONCLUSION Our clinically-oriented delineation of the mCRC-associated circulating EV-miRomes systematically revealed the functional significance of these liquid biopsy markers and further strengthen their translational potential in mCRC therapeutic monitoring.
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Affiliation(s)
- Chan-Keng Yang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.,Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hung-Chih Hsu
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Hao Liu
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wen-Sy Tsai
- College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Chung-Pei Ma
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Yi-Tung Chen
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Bertrand Chin-Ming Tan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Research Center for Emerging Viral Infections, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ying-Yu Lai
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chi Yang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Yu Yang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Jau-Song Yu
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Hsuan Liu
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan. .,Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan. .,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan. .,Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.
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Yen WC, Chang IYF, Chang K, Ouyang C, Liu CR, Tsai TL, Zhang YC, Wang CI, Wang YH, Yu AL, Liu H, Wu CC, Chang YS, Yu JS, Yang CY. Genomic and Molecular Signatures of Successful Patient-Derived Xenografts for Oral Cavity Squamous Cell Carcinoma. Front Oncol 2022; 12:792297. [PMID: 35444950 PMCID: PMC9013835 DOI: 10.3389/fonc.2022.792297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 03/02/2022] [Indexed: 01/16/2023] Open
Abstract
BackgroundOral cavity squamous cell carcinoma (OSCC) is an aggressive malignant tumor with high recurrence and poor prognosis in the advanced stage. Patient-derived xenografts (PDXs) serve as powerful preclinical platforms for drug testing and precision medicine for cancer therapy. We assess which molecular signatures affect tumor engraftment ability and tumor growth rate in OSCC PDXs.MethodsTreatment-naïve OSCC primary tumors were collected for PDX models establishment. Comprehensive genomic analysis, including whole-exome sequencing and RNA-seq, was performed on case-matched tumors and PDXs. Regulatory genes/pathways were analyzed to clarify which molecular signatures affect tumor engraftment ability and the tumor growth rate in OSCC PDXs.ResultsPerineural invasion was found as an important pathological feature related to engraftment ability. Tumor microenvironment with enriched hypoxia, PI3K-Akt, and epithelial–mesenchymal transition pathways and decreased inflammatory responses had high engraftment ability and tumor growth rates in OSCC PDXs. High matrix metalloproteinase-1 (MMP1) expression was found that have a great graft advantage in xenografts and is associated with pooled disease-free survival in cancer patients.ConclusionThis study provides a panel with detailed genomic characteristics of OSCC PDXs, enabling preclinical studies on personalized therapy options for oral cancer. MMP1 could serve as a biomarker for predicting successful xenografts in OSCC patients.
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Affiliation(s)
- Wei-Chen Yen
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Neurosurgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kai‐Ping Chang
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chun‐Nan Ouyang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chiao-Rou Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Medical Biotechnology and Laboratory Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ting-Lin Tsai
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Cheng Zhang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chun-I Wang
- Radiation Biology Research Center, Institute for Radiological Research, Chang Gung University/Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Ya-Hui Wang
- Institute of Stem Cell and Translational Cancer Research, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Alice L. Yu
- Institute of Stem Cell and Translational Cancer Research, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- University of California San Diego, San Diego, CA, United States
| | - Hsuan Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Ching Wu
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Medical Biotechnology and Laboratory Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Sun Chang
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jau-Song Yu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Chia-Yu Yang
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- *Correspondence: Chia-Yu Yang,
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Chen YT, Hsu HC, Lee YS, Liu H, Tan BCM, Chin CY, Chang IYF, Yang CY. Longitudinal High-Throughput Sequencing of the T-Cell Receptor Repertoire Reveals Dynamic Change and Prognostic Significance of Peripheral Blood TCR Diversity in Metastatic Colorectal Cancer During Chemotherapy. Front Immunol 2022; 12:743448. [PMID: 35095836 PMCID: PMC8789675 DOI: 10.3389/fimmu.2021.743448] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 12/20/2021] [Indexed: 12/20/2022] Open
Abstract
Colorectal cancer (CRC) is a major cause of cancer mortality and morbidity. Despite advances in chemotherapy and targeted therapy, unsustainable clinical benefit was noted due to recurrence and therapy resistance. The immune status of the cancer patient may affect the effectiveness of disease treatments. The dynamic change in the T-cell receptor (TCR) repertoire might be a clinical parameter for monitoring treatment responses. In this study, we aimed to determine the characteristics and clinical significance of the TCR repertoire in patients with unresectable metastatic colorectal cancer (mCRC). Herein, we comprehensively profile 103 peripheral blood samples from 20 healthy controls and 16 CRC patients with a follow-up of 98 to 452 days to identify hypervariable rearrangements of the TCRα and TCRβ repertoires using high-throughput sequencing. We found that TCRα repertoires, TCRβ repertoires, and CDR3 clonotypes were altered in mCRC patients compared with healthy controls. The diversity of TCR repertoires and CDR3 clonotypes decreased in most mCRC patients after therapy. Furthermore, compared with baseline TCR diversity, patients whose TCR diversity dropped considerably during therapy had better treatment responses, including lower CEA and CA19-9 levels and smaller tumor sizes. TCR baseline diversity was also significantly associated with partial response (PR) status (odds ratio: 5.29, p = 0.04). In conclusion, the present study demonstrated the association between dynamic changes in TCR diversity during chemotherapy and clinical outcomes as well as the potential utility of the TCR repertoire in predicting the prognosis of cancer treatment.
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Affiliation(s)
- Yi-Tung Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Research Center for Emerging Viral Infections, Chang Gung University, Taoyuan, Taiwan
| | - Hung-Chih Hsu
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan.,College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Yun-Shien Lee
- Department of Biotechnology, Ming Chuan University, Taoyuan, Taiwan
| | - Hsuan Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Bertrand Chin-Ming Tan
- Research Center for Emerging Viral Infections, Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chia-Yin Chin
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chia-Yu Yang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan
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Hsieh YC, Li SW, Chen YY, Kuo CC, Chen YC, Chang IYF, Pan YJ, Li TH, Chiang RL, Huang YY, Liao WC. Global Genome Diversity and Recombination in Mycoplasma pneumoniae. Emerg Infect Dis 2022; 28:111-117. [PMID: 34932441 PMCID: PMC8714221 DOI: 10.3201/eid2801.210497] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Genomic changes in Mycoplasma pneumoniae caused by adaptation to environmental or ecologic pressures are poorly understood. We collected M. pneumoniae from children who had confirmed pneumonia in Taiwan during 2017-2020. We used whole-genome sequencing to compare these isolates with a worldwide collection of current and historical clinical strains for characterizing population structures. A phylogenetic tree for 284 strains showed that all sequenced strains consisted of 5 clades: T1-1 (sequence type [ST]1), T1-2 (mainly ST3), T1-3 (ST17), T2-1 (mainly ST2), and T2-2 (mainly ST14). We identified a putative recombination block containing 6 genes (MPN366‒371). Macrolide resistance involving 23S rRNA mutations was detected for each clade. Clonal expansion of macrolide resistance occurred mostly within subtype 1 strains, of which clade T1-2 showed the highest recombination rate and genome diversity. Functional characterization of recombined regions provided clarification of the biologic role of these recombination events in the evolution of M. pneumoniae.
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Chen YY, Hsieh YC, Gong YN, Liao WC, Li SW, Chang IYF, Lin TL, Huang CT, Chiu CH, Wu TL, Su LH, Li TH, Huang YY. Genomic Insight into the Spread of Meropenem-Resistant Streptococcus pneumoniae Spain 23F-ST81, Taiwan. Emerg Infect Dis 2021; 26:711-720. [PMID: 32186492 PMCID: PMC7101100 DOI: 10.3201/eid2604.190717] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Incidence of invasive pneumococcal disease caused by antimicrobial-resistant Streptococcus pneumoniae types not included in pneumococcal conjugate vaccines has increased, including a penicillin- and meropenem-resistant serotype 15A-ST63 clone in Japan. During 2013-2017, we collected 206 invasive pneumococcal isolates in Taiwan for penicillin and meropenem susceptibility testing. We found serotypes 15B/C-ST83 and 15A-ST63 were the most prevalent penicillin- and meropenem-resistant clones. A transformation study confirmed that penicillin-binding protein (PBP) 2b was the primary meropenem resistance determinant, and PBP1a was essential for high-level resistance. The rate of serotype 15B/C-ST83 increased during the study. All 15B/C-ST83 isolates showed an ermB macrolide resistance genotype. Prediction analysis of recombination sites revealed 12 recombination regions in 15B/C-ST83 compared with the S. pneumoniae Spain23F-ST81 genome. Pneumococcal clones rapidly recombine to acquire survival advantages and undergo local expansion under the selective pressure exerted by vaccines and antimicrobial drugs. The spread of 15B/C-ST83 is alarming for countries with high antimicrobial pressure.
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9
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Chen CH, Lin YJ, Lin YY, Lin CH, Feng LY, Chang IYF, Wei KC, Huang CY. Glioblastoma Primary Cells Retain the Most Copy Number Alterations That Predict Poor Survival in Glioma Patients. Front Oncol 2021; 11:621432. [PMID: 33981597 PMCID: PMC8108987 DOI: 10.3389/fonc.2021.621432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 04/06/2021] [Indexed: 11/16/2022] Open
Abstract
Gliomas are solid tumors that originate from glial cells in the brain or spine and account for 74.6% of malignant primary central nervous system tumors worldwide. As patient-derived primary cells are important tools for drug screening and new therapy development in glioma, we aim to understand the genomic similarity of the primary cells to their parental tumors by comparing their whole-genome copy number variations and expression profile of glioma clinicopathologic factors. We found that the primary cells from grade II/III gliomas lost most of the gene copy number alterations (CNAs), which were mainly located on chromosome 1p and 19q in their parental tumors. The glioblastoma (GBM) primary cells preserved 83.7% of the gene CNAs in the parental GBM tumors, including chromosome 7 gain and 10q loss. The CNA gains of LINC00226 and ADAM6 and the chromosome 16p11 loss were reconstituted in primary cells from both grade II/III gliomas and GBMs. Interestingly, we found these CNAs were correlated to overall survival (OS) in glioma patients using the Merged Cohort LGG and GBM dataset from cBioPortal. The gene CNAs preserved in glioma primary cells often predicted poor survival, whereas the gene CNAs lost in grade II/III primary cells were mainly associated to better prognosis in glioma patients. Glioma prognostic factors that predict better survival, such as IDH mutations and 1p/19q codeletion in grade II/III gliomas, were lost in their primary cells, whereas methylated MGMT promoters as well as TERT promoter mutations were preserved in GBM primary cells while lost in grade II/III primary cells. Our results suggest that GBM primary cells tend to preserve CNAs in their parental tumors, and these CNAs are correlated to poor OS and predict worse prognosis in glioma patients.
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Affiliation(s)
- Chia-Hua Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Ya-Jui Lin
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan.,The Graduate Institute of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - You-Yu Lin
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chang-Hung Lin
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan.,Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Li-Ying Feng
- School of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan
| | - Kuo-Chen Wei
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Taoyuan, Taiwan.,School of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
| | - Chiung-Yin Huang
- School of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Neurosurgery, New Taipei Municipal TuCheng Hospital, New Taipei City, Taiwan
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10
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Guo J, Ning XQ, Ding JY, Zheng YQ, Shi NN, Wu FY, Lin YK, Shih HP, Ting HT, Liang G, Lu XC, Kong JL, Wang K, Lu YB, Fu YJ, Hu R, Li TM, Pan KS, Li XY, Huang CY, Lo YF, Chang IYF, Yeh CF, Tu KH, Tsai YH, Ku CL, Cao CW. Anti-IFN-γ autoantibodies underlie disseminated Talaromyces marneffei infections. J Exp Med 2021; 217:152070. [PMID: 32880631 PMCID: PMC7953730 DOI: 10.1084/jem.20190502] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 05/22/2020] [Accepted: 08/06/2020] [Indexed: 12/16/2022] Open
Abstract
Talaromyces marneffei causes life-threatening opportunistic infections, mainly in Southeast Asia and South China. T. marneffei mainly infects patients with human immunodeficiency virus (HIV) but also infects individuals without known immunosuppression. Here we investigated the involvement of anti-IFN-γ autoantibodies in severe T. marneffei infections in HIV-negative patients. We enrolled 58 HIV-negative adults with severe T. marneffei infections who were otherwise healthy. We found a high prevalence of neutralizing anti-IFN-γ autoantibodies (94.8%) in this cohort. The presence of anti-IFN-γ autoantibodies was strongly associated with HLA-DRB1*16:02 and -DQB1*05:02 alleles in these patients. We demonstrated that adult-onset acquired immunodeficiency due to autoantibodies against IFN-γ is the major cause of severe T. marneffei infections in HIV-negative patients in regions where this fungus is endemic. The high prevalence of anti-IFN-γ autoantibody-associated HLA class II DRB1*16:02 and DQB1*05:02 alleles may account for severe T. marneffei infections in Southeast Asia. Our findings clarify the pathogenesis of T. marneffei infection and pave the way for developing novel treatments.
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Affiliation(s)
- Jing Guo
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Xin-Qiang Ning
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.,Guangxi Key Laboratory of AIDS Prevention and Treatment, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Jing-Ya Ding
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - Yan-Qing Zheng
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.,Fourth People's Hospital of Nanning, Nanning, Guangxi, China
| | - Na-Na Shi
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Feng-Yao Wu
- Fourth People's Hospital of Nanning, Nanning, Guangxi, China
| | - You-Kun Lin
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Han-Po Shih
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - He-Ting Ting
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - Gang Liang
- School of Preclinical Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Xiang-Chan Lu
- Fourth People's Hospital of Nanning, Nanning, Guangxi, China
| | - Jin-Ling Kong
- Department of Respiratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Ke Wang
- School of Preclinical Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Yi-Bo Lu
- Fourth People's Hospital of Nanning, Nanning, Guangxi, China
| | - Yu-Jiao Fu
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Rong Hu
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Tian-Min Li
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Kai-Su Pan
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.,Guangxi Key Laboratory of AIDS Prevention and Treatment, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Xiu-Ying Li
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Chun-Yang Huang
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.,Guangxi Key Laboratory of AIDS Prevention and Treatment, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Yu-Fang Lo
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Core Laboratory, Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chun-Fu Yeh
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan.,Division of Infectious Diseases, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kun-Hua Tu
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan.,Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yu-Huan Tsai
- Laboratory of Host-Microbe Interactions and Cell Dynamics, Institute of Microbiology and Immunology, National Yang-Ming University, Taipei, Taiwan
| | - Cheng-Lung Ku
- Laboratory of Human Immunology and Infectious Disease, Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan.,Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,Graduate Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan
| | - Cun-Wei Cao
- Department of Dermatology and Venereology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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11
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Chiang SF, Huang HH, Tsai WS, Chin-Ming Tan B, Yang CY, Huang PJ, Yi-Feng Chang I, Lin J, Lu PS, Chin E, Liu YH, Yu JS, Chiang JM, Hung HY, You JF, Liu H. Comprehensive functional genomic analyses link APC somatic mutation and mRNA-miRNA networks to the clinical outcome of stage-III colorectal cancer patients. Biomed J 2021; 45:347-360. [PMID: 35550340 PMCID: PMC9250073 DOI: 10.1016/j.bj.2021.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 01/25/2021] [Accepted: 03/04/2021] [Indexed: 02/07/2023] Open
Abstract
Background Colorectal cancer (CRC) is a major health concern globally, but exhibits regional and/or environmental distinctions in terms of outcome especially for patients with stage III CRC. Methods From 2014 to 2016, matched pairs of tumor and adjacent normal tissue samples from 60 patients with stage I–IV CRC from Chang Gung Memorial Hospital in Taiwan were analyzed using next-generation sequencing. The DNA, mRNA, and miRNA sequences of paired tumor tissues were profiled. An observational study with survival analysis was done. Online datasets of The Cancer Genome Atlas (TCGA) and The International Cancer Genome Consortium (ICGC) were also integrated and compared. Results The gene that exhibited the highest mutation rate was adenomatous polyposis coli (APC) (75.0%), followed by TP53 (70.0%), KRAS (56.6%), and TTN (48.3%). APC was also the most frequently mutated gene in TCGA and ICGC datasets. Surprisingly, for non-metastatic cases (stages I-III), CRC patients with mutated APC had better outcome in terms of overall survival (p = 0.041) and recurrence free survival (p = 0.0048). Particularly for stage III CRC, the overall survival rate was 94.4% and 67.7%, respectively (p = 0.018), and the recurrence free survival rate was 94.4% and 16.7%, respectively (p = 0.00044). Further clinical and gene expression analyses revealed that the APC wt specimens to a greater extent exhibit poor differentiation state as well as EGFR upregulation, providing molecular basis for the poor prognosis of these patients. Finally, based on integrated transcriptome analysis, we constructed the mRNA-miRNA networks underlying disease recurrence of the stage III CRC and uncovered potential therapeutic targets for this clinical condition. Conclusion For stage III CRC, patients with mutated APC had better overall and recurrence free survival.
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Affiliation(s)
- Sum-Fu Chiang
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Heng-Hsuan Huang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wen-Sy Tsai
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Bertrand Chin-Ming Tan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Research Center for Emerging Viral Infections, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Chia-Yu Yang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Po-Jung Huang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Genomic Medicine Research Core Laboratory, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Jiarong Lin
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Pei-Shan Lu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - En Chin
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Hao Liu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jau-Song Yu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan
| | - Jy-Ming Chiang
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Hsin-Yuan Hung
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Jeng-Fu You
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - Hsuan Liu
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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12
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Huang SC, Ng KF, Chang IYF, Chang CJ, Chao YC, Chang SC, Chen MC, Yeh TS, Chen TC. The clinicopathological significance of SWI/SNF alterations in gastric cancer is associated with the molecular subtypes. PLoS One 2021; 16:e0245356. [PMID: 33481850 PMCID: PMC7822341 DOI: 10.1371/journal.pone.0245356] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 12/28/2020] [Indexed: 12/24/2022] Open
Abstract
The clinicopathological significance of altered SWI/SNF complex has not been well evaluated in gastric cancer (GC). We examined SMARCA2, SMARCA4, SMARCB1 and ARID1A expression by immunohistochemistry in 1224 surgically resected GCs with subtyping into Epstein-Barr virus (EBV), microsatellite instability (MSI) and non-EBV/MSI Lauren histotypes. SWI/SNF mutations were investigated using the GC dataset of the TCGA Pan-Cancer Atlas. Clinicopathological association was assessed by statistical analysis. There were 427 cases (35%) of SWI/SNF-attenuated GC, including 344 SMARCA2 (28%), 28 SMARCA4 (2%), 11 SMARCB1 (1%) and 197 ARID1A (16%) cases. Simultaneous alterations of multiple subunits were observed. Compared to SWI/SNF-retained cases, SWI/SNF-attenuated GC exhibited a significant predilection to older ages, EBV and MSI genotypes, higher lymphatic invasion and less hematogenous recurrence (P < 0.05). SWI/SNF attenuation was an independent risk factor for short overall survival (P = 0.001, hazard ratio 1.360, 95% confidence interval 1.138-1.625). The survival impact stemmed from SMARCA2-attenuated GCs in stage III and non-EBV/MSI diffuse/mixed subtypes (P = 0.019 and < 0.001, respectively). ARID1A-lost/heterogeneous GCs were more aggressive in the EBV genotype (P = 0.016). SMARCB1 or SMARCA4 loss was not restricted to rhabdoid/undifferentiated carcinoma. In the TCGA dataset, 223 of 434 GCs (52%) harbored deleterious SWI/SNF mutations, including ARID1A (27%), SMARCA2 (9%), ARID2 (9%), ARID1B (8%), PBRM1 (7%), and SMARCA4 (7%). SWI/SNF-mutated GCs displayed a favorable outcome owing to the high percentage with the MSI genotype. In conclusion, SWI/SNF-altered GCs are common and the clinicopathological significance is related to the genotype.
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Affiliation(s)
- Shih-Chiang Huang
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Kwai-Fong Ng
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Chee-Jen Chang
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Research Services Center for Health Information, Chang Gung University, Taoyuan, Taiwan
- Clinical Informatics and Medical Statistics Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- Department of Cardiology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Yi-Chun Chao
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Shu-Chen Chang
- Research Services Center for Health Information, Chang Gung University, Taoyuan, Taiwan
| | - Min-Chi Chen
- Department of Public Health, Biostatistics Consulting Center, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Hematology and Oncology, Chiayi Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Chiayi, Taiwan
| | - Ta-Sen Yeh
- Department of Surgery, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Tse-Ching Chen
- Department of Anatomic Pathology, Linkou Chang Gung Memorial Hospital, Chang Gung University, College of Medicine, Taoyuan, Taiwan
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13
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Wu CS, Chang IYF, Hung JL, Liao WC, Lai YR, Chang KP, Li HP, Chang YS. ASC modulates HIF-1α stability and induces cell mobility in OSCC. Cell Death Dis 2020; 11:721. [PMID: 32883954 PMCID: PMC7471912 DOI: 10.1038/s41419-020-02927-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 08/11/2020] [Indexed: 01/10/2023]
Abstract
High-level expression of ASC (Apoptosis-associated speck-like protein containing a CARD) leads to lymph node metastasis in OSCC, but the underlying mechanism remains unclear. Here, we show that HIF-1α participates in ASC-induced metastasis. We identified 195 cell-motion-associated genes that were highly activated in ASC-overexpressed SAS_ASC cells; of them, 14 representative genes were found to be overexpressed in OSCC tissues in our previously reported RNA-seq dataset, OSCC-Taiwan. Nine of the 14 genes were also upregulated in OSCC-TCGA samples. Among the nine genes, RRAS2, PDGFA, and VEGFA, were correlated with poor overall survival of patients in OSCC-TCGA dataset. We further demonstrated that the promoters of these 14 ASC-induced genes contained binding motifs for the transcription-regulating factor, HIF-1α. We observed that ASC interacted with and stabilized HIF-1α in both the cytoplasm and the nucleus under normoxia. Molecules involved in the HIF-1α pathway, such as VHL and PHD2, showed no difference in their gene and protein levels in the presence or absence of ASC, but the expression of HIF-1α-OH, and the ubiquitination of HIF-1α were both decreased in SAS_ASC cells versus SAS_con cells. The migration and invasion activities of SAS_ASC cells were reduced when cells were treated with the HIF-1α synthesis inhibitor, digoxin. Taken together, our results demonstrate that the novel ASC-HIF-1α regulatory pathway contributes to lymph node metastasis in OSCC, potentially suggesting a new treatment strategy for OSCC.
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Affiliation(s)
- Chi-Sheng Wu
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China.
- Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, 33305, Gueishan, Taoyuan, Taiwan.
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China
| | - Jui-Lung Hung
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China
| | - Wei-Chao Liao
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China
- Department of Nephrology, Chang Gung Memorial Hospital, Lin-kou Medical Center, Taoyuan, Taiwan
| | - Yi-Ru Lai
- Department of Microbiology and Immunology, Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist., Lin-Kou, 333, Taoyuan, Taiwan, Republic of China
| | - Kai-Ping Chang
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China
- Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, 33305, Gueishan, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hsin-Pai Li
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China
- Department of Microbiology and Immunology, Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist., Lin-Kou, 333, Taoyuan, Taiwan, Republic of China
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chang Gung University, No.5, Fuxing St., Guishan Dist, 333, Taoyuan City, Lin-Kou, Taiwan, Republic of China
| | - Yu-Sun Chang
- Molecular Medicine Research Center, Chang Gung University, No.259, Wenhua 1st Rd., Guishan Dist, 333, Taoyuan City, Taiwan, Republic of China.
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14
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Chang YT, Chu LJ, Liu YC, Chen CJ, Wu SF, Chen CH, Chang IYF, Wang JS, Wu TY, Dash S, Chiang WF, Chiu SF, Gou SB, Chien CY, Chang KP, Yu JS. Verification of Saliva Matrix Metalloproteinase-1 as a Strong Diagnostic Marker of Oral Cavity Cancer. Cancers (Basel) 2020; 12:cancers12082273. [PMID: 32823758 PMCID: PMC7463746 DOI: 10.3390/cancers12082273] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 08/05/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
Oral squamous cell carcinoma (OSCC) accounts for >90% of cases of oral cancer, including cancer at the lip and oral cavity and cancer at the oropharynx. Most OSCCs develop from oral potentially malignant disorders (OPMDs), which consist of heterogeneous lesions with different malignant transformation potentials that make early detection of OSCC a challenge. Using a targeted mass spectrometry-based assay to compare multiple candidate proteins, we previously identified matrix metalloproteinase-1 (MMP-1) as one of the most promising salivary OSCC biomarkers. To explore the clinical utility of MMP-1 in OSCC detection, we developed an in-house, sensitive enzyme-linked immunosorbent assay (ELISA) for measuring MMP-1 content, and tested it on saliva samples from 1160 subjects (313 healthy controls, and 578 OPMD and 269 OSCC patients) collected at two medical centers. Salivary MMP-1 levels measured by our in-house ELISA significantly discriminated OSCC patients from non-cancerous groups. A receiver operating characteristic curve analysis showed that MMP-1 was effective in separating non-cancer groups from patients with OSCCs at the oral cavity. Additionally, salivary MMP-1 levels in oral cavity cancer patients were highly correlated with tumor progression (tumor size, lymph node metastasis, and overall stage). Collectively, our results indicate that salivary MMP-1 is an effective biomarker for OSCC that can be sensitively detected using our newly developed ELISA. The newly developed MMP-1 ELISA may be used as a new adjunctive tool to aid in detecting and monitoring OSCC.
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Affiliation(s)
- Ya-Ting Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Lichieh Julie Chu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
- Liver Research Center, Chang Gung Memorial Hospital, Linkou 33305, Taiwan
| | - Yen-Chun Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Chih-Jou Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Shu-Fang Wu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Chien-Hua Chen
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
| | - Jun-Sheng Wang
- National Applied Research Laboratories, Taiwan Instrument Research Institute, Zhubei City, Hsinchu 30261, Taiwan;
| | - Tzong-Yuan Wu
- Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan 32023, Taiwan;
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 40402, Taiwan
| | - Srinivas Dash
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan;
| | - Wei-Fan Chiang
- Department of Oral and Maxillofacial Surgery, Chi-Mei Medical Center, Liouying, Tainan 73657, Taiwan; (W.-F.C.); (S.-F.C.); (S.-B.G.)
- School of Dentistry, National Yang Ming University, Taipei 11221, Taiwan
| | - Sheng-Fu Chiu
- Department of Oral and Maxillofacial Surgery, Chi-Mei Medical Center, Liouying, Tainan 73657, Taiwan; (W.-F.C.); (S.-F.C.); (S.-B.G.)
| | - Shin-Bin Gou
- Department of Oral and Maxillofacial Surgery, Chi-Mei Medical Center, Liouying, Tainan 73657, Taiwan; (W.-F.C.); (S.-F.C.); (S.-B.G.)
| | - Chih-Yen Chien
- Department of Otolaryngology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan;
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Kai-Ping Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
- Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou 33305, Taiwan
| | - Jau-Song Yu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (Y.-T.C.); (L.J.C.); (Y.-C.L.); (C.-J.C.); (S.-F.W.); (C.-H.C.); (I.Y.-F.C.); (K.-P.C.)
- Liver Research Center, Chang Gung Memorial Hospital, Linkou 33305, Taiwan
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan 33303, Taiwan
- Correspondence: ; Tel.: +886-3-2118800 (ext. 5171); Fax: +886-3-2118891
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15
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Yang CY, Liu CR, Chang IYF, OuYang CN, Hsieh CH, Huang YL, Wang CI, Jan FW, Wang WL, Tsai TL, Liu H, Tseng CP, Chang YS, Wu CC, Chang KP. Cotargeting CHK1 and PI3K Synergistically Suppresses Tumor Growth of Oral Cavity Squamous Cell Carcinoma in Patient-Derived Xenografts. Cancers (Basel) 2020; 12:cancers12071726. [PMID: 32610557 PMCID: PMC7408003 DOI: 10.3390/cancers12071726] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 06/23/2020] [Accepted: 06/26/2020] [Indexed: 01/27/2023] Open
Abstract
Oral cavity squamous cell carcinomas (OSCCs) are aggressive tumors, and their recurrence leads to poor prognosis and reduced survival rates. This study aimed to identify therapeutic targets and to evaluate the efficacy of targeted inhibitors in OSCC patient-derived xenograft (PDX) models. Herein, we reported that OSCC PDXs recapitulated the genomic signatures of their paired primary tumors and the expression of CHEK1, PIK3CA, and PIK3CD was significantly upregulated in OSCC. The antitumor efficacy of CHK1 inhibitors (PF477736, AZD7762, LY2606368) and PI3K inhibitors (BYL719, GDC0941, GSK1059615) was investigated in OSCC cell lines and PDX models. Targeting either CHK1 or PI3K effectively inhibited cell proliferation and colony formation by inducing cell cycle arrest and apoptosis in in vitro cell-based assays. Cisplatin-based chemotherapy combined with CHK1 inhibitor treatment synergistically inhibited cell proliferation by suppressing CHK1 phosphorylation and inducing PARP cleavage. Furthermore, compared with monotherapy, cotreatment with CHK1 and PI3K inhibitors exerted synergistic anticancer effects by suppressing CHK1, AKT, and 4E-BP1 phosphorylation. In summary, our study identified CHK1 and PI3K as promising targets, especially in a dual treatment strategy combining a CHK1 inhibitor with cisplatin or a PI3K inhibitor as a novel therapeutic approach for OSCC patients with aberrant cell cycle regulation and PI3K signaling activation.
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Affiliation(s)
- Chia-Yu Yang
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (C.-Y.Y.); (C.-R.L.); (F.-W.J.); (W.-L.W.); (T.-L.T.)
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (H.L.); (Y.-S.C.)
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
| | - Chiao-Rou Liu
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (C.-Y.Y.); (C.-R.L.); (F.-W.J.); (W.-L.W.); (T.-L.T.)
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan;
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
| | - Chun-Nan OuYang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Yen-Lin Huang
- Department of Pathology, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
| | - Chun-I Wang
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
| | - Fei-Wen Jan
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (C.-Y.Y.); (C.-R.L.); (F.-W.J.); (W.-L.W.); (T.-L.T.)
| | - Wan-Ling Wang
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (C.-Y.Y.); (C.-R.L.); (F.-W.J.); (W.-L.W.); (T.-L.T.)
| | - Ting-Lin Tsai
- Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (C.-Y.Y.); (C.-R.L.); (F.-W.J.); (W.-L.W.); (T.-L.T.)
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (H.L.); (Y.-S.C.)
| | - Hsuan Liu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (H.L.); (Y.-S.C.)
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan
| | - Ching-Ping Tseng
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan;
- Department of Laboratory Medicine, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan
| | - Yu-Sun Chang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (H.L.); (Y.-S.C.)
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
| | - Chih-Ching Wu
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan;
- Correspondence: (C.-C.W.); or (K.-P.C.)
| | - Kai-Ping Chang
- Department of Otolaryngology Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan 33305, Taiwan;
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan; (I.Y.-F.C.); (C.-N.O.)
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Correspondence: (C.-C.W.); or (K.-P.C.)
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16
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Chakraborty A, Lin WC, Lin YT, Huang KJ, Wang PY, Chang IYF, Wang HI, Ma KT, Wang CY, Huang XR, Lee YH, Chen BC, Hsieh YJ, Chien KY, Lin TY, Liu JL, Sung LY, Yu JS, Chang YS, Pai LM. SNAP29 mediates the assembly of histidine-induced CTP synthase filaments in proximity to the cytokeratin network. J Cell Sci 2020; 133:jcs240200. [PMID: 32184263 DOI: 10.1242/jcs.240200] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 03/06/2020] [Indexed: 01/08/2023] Open
Abstract
Under metabolic stress, cellular components can assemble into distinct membraneless organelles for adaptation. One such example is cytidine 5'-triphosphate synthase (CTPS, for which there are CTPS1 and CTPS2 forms in mammals), which forms filamentous structures under glutamine deprivation. We have previously demonstrated that histidine (His)-mediated methylation regulates the formation of CTPS filaments to suppress enzymatic activity and preserve the CTPS protein under glutamine deprivation, which promotes cancer cell growth after stress alleviation. However, it remains unclear where and how these enigmatic structures are assembled. Using CTPS-APEX2-mediated in vivo proximity labeling, we found that synaptosome-associated protein 29 (SNAP29) regulates the spatiotemporal filament assembly of CTPS along the cytokeratin network in a keratin 8 (KRT8)-dependent manner. Knockdown of SNAP29 interfered with assembly and relaxed the filament-induced suppression of CTPS enzymatic activity. Furthermore, APEX2 proximity labeling of keratin 18 (KRT18) revealed a spatiotemporal association of SNAP29 with cytokeratin in response to stress. Super-resolution imaging suggests that during CTPS filament formation, SNAP29 interacts with CTPS along the cytokeratin network. This study links the cytokeratin network to the regulation of metabolism by compartmentalization of metabolic enzymes during nutrient deprivation.
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Affiliation(s)
- Archan Chakraborty
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Wei-Cheng Lin
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
| | - Yu-Tsun Lin
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Kuang-Jing Huang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
| | - Pei-Yu Wang
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
- Bioinformatics Core Laboratory, Chang Gung University, Taoyuan 33302, Taiwan
| | - Hsiang-Iu Wang
- Bioinformatics Core Laboratory, Chang Gung University, Taoyuan 33302, Taiwan
| | - Kung-Ting Ma
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Chun-Yen Wang
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Xuan-Rong Huang
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Yen-Hsien Lee
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Bi-Chang Chen
- Research Center for Applied Sciences, Academia Sinica, Taipei 11529, Taiwan
| | - Ya-Ju Hsieh
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
| | - Kun-Yi Chien
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Clinical Proteomics Core laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Tzu-Yang Lin
- Institute of Cellular and Organismic Biology, Academia Sinica, Taipei 11529, Taiwan
| | - Ji-Long Liu
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX1 3PT, UK
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Li-Ying Sung
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 11529, Taiwan
- Institute of Biotechnology, National Taiwan University, Taipei 106, Taiwan
| | - Jau-Song Yu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Yu-Sun Chang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
| | - Li-Mei Pai
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Biochemistry and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 33302, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan
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17
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Chu HW, Chang KP, Hsu CW, Chang IYF, Liu HP, Chen YT, Wu CC. Identification of Salivary Biomarkers for Oral Cancer Detection with Untargeted and Targeted Quantitative Proteomics Approaches. Mol Cell Proteomics 2019; 18:1796-1806. [PMID: 31253657 PMCID: PMC6731081 DOI: 10.1074/mcp.ra119.001530] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Indexed: 01/08/2023] Open
Abstract
Oral cavity squamous cell carcinoma (OSCC) is one of the most common cancers worldwide. In Taiwan, OSCC is the fifth leading cause of cancer-related mortality and leads to 2800 deaths per year. The poor outcome of OSCC patients is principally ascribed to the fact that this disease is often advanced at the time of diagnosis, suggesting that early detection of OSCC is urgently needed. Analysis of cancer-related body fluids is one promising approach to identify biomarker candidates of cancers. To identify OSCC biomarkers, salivary proteomes of OSCC patients, individuals with oral potentially malignant disorders (OPMDs), and healthy volunteers were comparatively profiled with isobaric tags for relative and absolute quantitation (iTRAQ)-based mass spectrometry (MS). The salivary levels of 67 and 18 proteins in the OSCC group are elevated and decreased compared with that in the noncancerous group (OPMD and healthy groups), respectively. The candidate biomarkers were further selected using the multiple reaction monitoring (MRM)-MS and validated with the immunoassays. More importantly, the higher salivary level of three proteins, complement factor H (CFH), fibrinogen alpha chain (FGA), and alpha-1-antitrypsin (SERPINA1) was correlated with advanced stages of OSCC. Our results indicate that analysis of salivary proteome is a feasible strategy for biomarker discovery, and the three proteins are potential salivary markers for OSCC diagnosis.
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Affiliation(s)
- Hao-Wei Chu
- ‡Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Kai-Ping Chang
- §Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan
| | - Chia-Wei Hsu
- ¶Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- ¶Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Hao-Ping Liu
- ‖Department of Veterinary Medicine, College of Veterinary Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Yi-Ting Chen
- ‡Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; ¶Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; **Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; ‡‡Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan
| | - Chih-Ching Wu
- ‡Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; §Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan; ¶Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; §§Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Taoyuan, Taiwan; ¶¶Research Center for Emerging Viral Infections, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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18
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Ma CP, Liu H, Yi-Feng Chang I, Wang WC, Chen YT, Wu SM, Chen HW, Kuo YP, Shih CT, Li CY, Tan BCM. ADAR1 promotes robust hypoxia signaling via distinct regulation of multiple HIF-1α-inhibiting factors. EMBO Rep 2019; 20:e47107. [PMID: 30948460 PMCID: PMC6500999 DOI: 10.15252/embr.201847107] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 03/12/2019] [Accepted: 03/14/2019] [Indexed: 12/15/2022] Open
Abstract
Adenosine deaminase acting on RNA (ADAR)-catalyzed adenosine-to-inosine RNA editing is potentially dysregulated in neoplastic progression. However, how this transcriptome recoding process is functionally correlated with tumorigenesis remains largely elusive. Our analyses of RNA editome datasets identify hypoxia-related genes as A-to-I editing targets. In particular, two negative regulators of HIF-1A-the natural antisense transcript HIF1A-AS2 and the ubiquitin ligase scaffold LIMD1-are directly but differentially modulated by ADAR1. We show that HIF1A-AS2 antagonizes the expression of HIF-1A in the immediate-early phase of hypoxic challenge, likely through a convergent transcription competition in cis ADAR1 in turn suppresses transcriptional progression of the antisense gene. In contrast, ADAR1 affects LIMD1 expression post-transcriptionally, by interfering with the cytoplasmic translocation of LIMD1 mRNA and thus protein translation. This multi-tier regulation coordinated by ADAR1 promotes robust and timely accumulation of HIF-1α upon oxygen depletion and reinforces target gene induction and downstream angiogenesis. Our results pinpoint ADAR1-HIF-1α axis as a hitherto unrecognized key regulator in hypoxia.
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Affiliation(s)
- Chung-Pei Ma
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hsuan Liu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Colon and Rectal Surgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Wan-Cheng Wang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Tung Chen
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shao-Min Wu
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hui-Wen Chen
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Ping Kuo
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chieh-Tien Shih
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chuan-Yun Li
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Bertrand Chin-Ming Tan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Research Center for Emerging Viral Infections, Chang Gung University, Taoyuan, Taiwan
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19
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Wu SM, Liu H, Huang PJ, Chang IYF, Lee CC, Yang CY, Tsai WS, Tan BCM. circlncRNAnet: an integrated web-based resource for mapping functional networks of long or circular forms of noncoding RNAs. Gigascience 2018; 7:1-10. [PMID: 29194536 PMCID: PMC5765557 DOI: 10.1093/gigascience/gix118] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Accepted: 11/22/2017] [Indexed: 12/26/2022] Open
Abstract
Background Despite their lack of protein-coding potential, long noncoding RNAs (lncRNAs) and circular RNAs (circRNAs) have emerged as key determinants in gene regulation, acting to fine-tune transcriptional and signaling output. These noncoding RNA transcripts are known to affect expression of messenger RNAs (mRNAs) via epigenetic and post-transcriptional regulation. Given their widespread target spectrum, as well as extensive modes of action, a complete understanding of their biological relevance will depend on integrative analyses of systems data at various levels. Findings While a handful of publicly available databases have been reported, existing tools do not fully capture, from a network perspective, the functional implications of lncRNAs or circRNAs of interest. Through an integrated and streamlined design, circlncRNAnet aims to broaden the understanding of ncRNA candidates by testing in silico several hypotheses of ncRNA-based functions, on the basis of large-scale RNA-seq data. This web server is implemented with several features that represent advances in the bioinformatics of ncRNAs: (1) a flexible framework that accepts and processes user-defined next-generation sequencing–based expression data; (2) multiple analytic modules that assign and productively assess the regulatory networks of user-selected ncRNAs by cross-referencing extensively curated databases; (3) an all-purpose, information-rich workflow design that is tailored to all types of ncRNAs. Outputs on expression profiles, co-expression networks and pathways, and molecular interactomes, are dynamically and interactively displayed according to user-defined criteria. Conclusions In short, users may apply circlncRNAnet to obtain, in real time, multiple lines of functionally relevant information on circRNAs/lncRNAs of their interest. In summary, circlncRNAnet provides a “one-stop” resource for in-depth analyses of ncRNA biology. circlncRNAnet is freely available at http://app.cgu.edu.tw/circlnc/.
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Affiliation(s)
- Shao-Min Wu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Hsuan Liu
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, Taiwan.,Division of Colon and Rectal Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Po-Jung Huang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, Taiwan.,Department of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Genomic Medicine Research Core Laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Chi-Ching Lee
- Department of Computer Science and Information Engineering, College of Engineering, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Chia-Yu Yang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, Taiwan.,Division of Colon and Rectal Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan.,Department of Microbiology and Immunology, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Wen-Sy Tsai
- Division of Colon and Rectal Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Bertrand Chin-Ming Tan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, Taiwan.,Department of Biomedical Sciences, College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan.,Department of Neurosurgery, Linkou Medical Center, Chang Gung Memorial Hospital, Linkou, Taiwan
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20
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Chen YT, Chang IYF, Liu H, Ma CP, Kuo YP, Shih CT, Shih YH, Kang L, Tan BCM. Tumor-associated intronic editing of HNRPLL generates a novel splicing variant linked to cell proliferation. J Biol Chem 2018; 293:10158-10171. [PMID: 29769310 DOI: 10.1074/jbc.ra117.001197] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 04/29/2018] [Indexed: 01/02/2023] Open
Abstract
Processing of the eukaryotic transcriptome is a dynamic regulatory mechanism that confers genetic diversity, and splicing and adenosine to inosine (A-to-I) RNA editing are well-characterized examples of such processing. Growing evidence reveals the cross-talk between the splicing and RNA editing, but there is a paucity of substantial evidence for its mechanistic details and contribution in a physiological context. Here, our findings demonstrate that tumor-associated differential RNA editing, in conjunction with splicing machinery, regulates the expression of variants of HNRPLL, a gene encoding splicing factor. We discovered an HNRPLL transcript variant containing an additional exon 12A (E12A), which is a substrate of ADAR1 and ADAR2. Adenosine deaminases acting on RNA (ADAR) direct deaminase-dependent expression of the E12A transcript, and ADAR-mediated regulation of E12A is largely splicing-based, and does not affect the stability or nucleocytoplasmic distribution of the transcript. Furthermore, ADAR-mediated modification of exon 12A generates an enhancer for the oncogenic splicing factor SRSF1 and consequently promotes the frequency of alternative splicing. Gene expression profiling by RNA-seq revealed that E12A acts distinctly from HNRPLL and regulates a set of growth-related genes, such as cyclin CCND1 and growth factor receptor TGFBR1 Accordingly, silencing E12A expression leads to impaired clonogenic ability and enhanced sensitivity to doxorubicin, thus highlighting the significance of this alternative isoform in tumor cell survival. In summary, we present the interplay of RNA editing and splicing as a regulatory mechanism of gene expression and also its physiological relevance. These findings extend our understanding of transcriptional dynamics and provide a mechanistic explanation to the link of RNA editors to tumorigenesis.
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Affiliation(s)
- Yi-Tung Chen
- From the Graduate Institute of Biomedical Sciences, College of Medicine.,the Department of Biomedical Sciences, College of Medicine
| | | | - Hsuan Liu
- From the Graduate Institute of Biomedical Sciences, College of Medicine.,Molecular Medicine Research Center.,Department of Biochemistry, College of Medicine, and.,the Division of Colon and Rectal Surgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
| | - Chung-Pei Ma
- From the Graduate Institute of Biomedical Sciences, College of Medicine.,the Department of Biomedical Sciences, College of Medicine
| | - Yu-Ping Kuo
- From the Graduate Institute of Biomedical Sciences, College of Medicine.,the Department of Biomedical Sciences, College of Medicine
| | - Chieh-Tien Shih
- From the Graduate Institute of Biomedical Sciences, College of Medicine.,the Department of Biomedical Sciences, College of Medicine
| | - Ying-Hsin Shih
- the Department of Biomedical Sciences, College of Medicine
| | - Lin Kang
- the Edward Via College of Osteopathic Medicine, Blacksburg, Virginia 24060, and
| | - Bertrand Chin-Ming Tan
- From the Graduate Institute of Biomedical Sciences, College of Medicine, .,the Department of Biomedical Sciences, College of Medicine.,Molecular Medicine Research Center.,the Department of Neurosurgery, Lin-Kou Medical Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
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21
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Chen TW, Lee CC, Liu H, Wu CS, Pickering CR, Huang PJ, Wang J, Chang IYF, Yeh YM, Chen CD, Li HP, Luo JD, Tan BCM, Chan TEH, Hsueh C, Chu LJ, Chen YT, Zhang B, Yang CY, Wu CC, Hsu CW, See LC, Tang P, Yu JS, Liao WC, Chiang WF, Rodriguez H, Myers JN, Chang KP, Chang YS. APOBEC3A is an oral cancer prognostic biomarker in Taiwanese carriers of an APOBEC deletion polymorphism. Nat Commun 2017; 8:465. [PMID: 28878238 PMCID: PMC5587710 DOI: 10.1038/s41467-017-00493-9] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 07/04/2017] [Indexed: 12/29/2022] Open
Abstract
Oral squamous cell carcinoma is a prominent cancer worldwide, particularly in Taiwan. By integrating omics analyses in 50 matched samples, we uncover in Taiwanese patients a predominant mutation signature associated with cytidine deaminase APOBEC, which correlates with the upregulation of APOBEC3A expression in the APOBEC3 gene cluster at 22q13. APOBEC3A expression is significantly higher in tumors carrying APOBEC3B-deletion allele(s). High-level APOBEC3A expression is associated with better overall survival, especially among patients carrying APOBEC3B-deletion alleles, as examined in a second cohort (n = 188; p = 0.004). The frequency of APOBEC3B-deletion alleles is ~50% in 143 genotyped oral squamous cell carcinoma -Taiwan samples (27A3B−/−:89A3B+/−:27A3B+/+), compared to the 5.8% found in 314 OSCC-TCGA samples. We thus report a frequent APOBEC mutational profile, which relates to a APOBEC3B-deletion germline polymorphism in Taiwanese oral squamous cell carcinoma that impacts expression of APOBEC3A, and is shown to be of clinical prognostic relevance. Our finding might be recapitulated by genomic studies in other cancer types. Oral squamous cell carcinoma is a prevalent malignancy in Taiwan. Here, the authors show that OSCC in Taiwanese show a frequent deletion polymorphism in the cytidine deaminases gene cluster APOBEC3 resulting in increased expression of A3A, which is shown to be of clinical prognostic relevance.
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Affiliation(s)
- Ting-Wen Chen
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Chi-Ching Lee
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department and Graduate Institute of Computer Science and Information Engineering, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Hsuan Liu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Biochemistry, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Chi-Sheng Wu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Curtis R Pickering
- Departments of Head and Neck Surgery, the University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Po-Jung Huang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Genomic Medicine Core Laboratory, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Jing Wang
- Departments of Biostatistics, the University of Texas MD Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Ian Yi-Feng Chang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Yuan-Ming Yeh
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Chih-De Chen
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Hsin-Pai Li
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Microbiology and Immunology, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Ji-Dung Luo
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Bertrand Chin-Ming Tan
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Neurosurgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Timothy En Haw Chan
- Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Chuen Hsueh
- Pathology Core of the Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Pathology, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Lichieh Julie Chu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Yi-Ting Chen
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Bing Zhang
- Department of Molecular and Human Genetics Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas, 77030, USA
| | - Chia-Yu Yang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Linkou, Gueishan, Taoyuan, 33305, Taiwan.,Department of Microbiology and Immunology, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Chih-Ching Wu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan.,Department of Medical Biotechnology and Laboratory Science, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Chia-Wei Hsu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Lai-Chu See
- Department of Public Health, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Biostatistics Core Laboratory, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Petrus Tang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Bioinformatics Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Molecular Regulation and Bioinformatics Laboratory, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Molecular Infectious Diseases Research Center, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Jau-Song Yu
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan.,Department of Cell and Molecular Biology, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan
| | - Wei-Chao Liao
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.,Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Wei-Fan Chiang
- Department of Oral & Maxillofacial Surgery, Chi-Mei Medical Center, Liouying, 736, Taiwan.,School of Dentistry, National Yang Ming University, Taipei, 112, Taiwan
| | - Henry Rodriguez
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, US National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Jeffrey N Myers
- Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan
| | - Kai-Ping Chang
- Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan. .,College of Medicine, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan.
| | - Yu-Sun Chang
- Molecular Medicine Research Center, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan. .,Graduate Institute of Biomedical Sciences, Chang Gung University, Guishan, Taoyuan, 33302, Taiwan. .,Department of Otolaryngology-Head & Neck Surgery, Chang Gung Memorial Hospital at Linkou, Gueishan, Taoyuan, 33305, Taiwan.
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22
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Tsai YC, Chiao CH, Chang IYF, Chen DT, Liu TT, Hua K, Chang CH, Hsu MT. Common altered epigenomic domains in cancer cells: characterization and subtle variations. Cancers (Basel) 2011; 3:1996-2013. [PMID: 24212793 PMCID: PMC3757401 DOI: 10.3390/cancers3021996] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2011] [Revised: 03/22/2011] [Accepted: 04/01/2011] [Indexed: 12/14/2022] Open
Abstract
We have previously identified large megabase-sized hypomethylated zones in the genome of the breast cancer cell line MCF-7 using the TspRI-ExoIII technique. In this report, we used a more convenient high throughput method for mapping the hypomethylated zones in a number of human tumor genomes simultaneously. The method was validated by the bisulfite sequencing of 39 randomly chosen sites in a demethylated domain and by bisulfite genome-wide sequencing of the MCF-7 genome. This showed that the genomes of the various tumor cell lines, as well as some primary tumors, exhibit common hypomethylated domains. Interestingly, these hypomethylated domains are correlated with low CpG density distribution genome-wide, together with the histone H3K27Me3 landscape. Furthermore, they are inversely correlated with the H3K9Ac landscape and gene expression as measured in MCF-7 cells. Treatment with drugs resulted in en-bloc changes to the methylation domains. A close examination of the methylation domains found differences between non-invasive and invasive tumors with respect to tumorigenesis related genes. Taken together these results suggest that the human genome is organized in epigenomic domains that contain various different types of genes and imply that there are cis- and trans-regulators that control these domain-wide epigenetic changes and hence gene expression in the human genome. The hypomethylated domains are located in gene deserts that contain mainly tissue-specific genes and therefore we hypothesize that tumor cells keep these regions demethylated and silenced in order to save energy and resources and allow higher levels of cell proliferation and better survival (a thrifty tumor genome hypothesis).
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Affiliation(s)
- Yi-Chien Tsai
- Institute of Molecular Biology and Biochemistry, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (Y.C.T.); (C.H.C.)
| | - Chun-Hui Chiao
- Institute of Molecular Biology and Biochemistry, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (Y.C.T.); (C.H.C.)
| | - Ian Yi-Feng Chang
- Institute of Biomedical Informatics, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (I.Y.F.C.); (C.H.C.)
| | - Dow-Tien Chen
- VGH-YM Genome Center, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (D.T.C.); (T.T.L.); (K.H.)
| | - Tze-Tze Liu
- VGH-YM Genome Center, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (D.T.C.); (T.T.L.); (K.H.)
| | - Kate Hua
- VGH-YM Genome Center, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (D.T.C.); (T.T.L.); (K.H.)
| | - Chuan-Hsiung Chang
- Institute of Biomedical Informatics, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (I.Y.F.C.); (C.H.C.)
| | - Ming-Ta Hsu
- Institute of Molecular Biology and Biochemistry, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (Y.C.T.); (C.H.C.)
- VGH-YM Genome Center, National Yang Ming University, No.155, Sec.2, Linong Street, Taipei, 112 Taiwan; E-Mails: (D.T.C.); (T.T.L.); (K.H.)
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +886-2-2827-5657 ext. 5663
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23
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Wu TH, Chang IYF, Chu LCJ, Huang HC, Ng WV. Modularity of Escherichia coli sRNA regulation revealed by sRNA-target and protein network analysis. BMC Bioinformatics 2010; 11 Suppl 7:S11. [PMID: 21106118 PMCID: PMC2957679 DOI: 10.1186/1471-2105-11-s7-s11] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Background sRNAs, which belong to the non-coding RNA family and range from approximately 50 to 400 nucleotides, serve various important gene regulatory roles. Most are believed to be trans-regulating and function by being complementary to their target mRNAs in order to inhibiting translation by ribosome occlusion. Despite this understanding of their functionality, the global properties associated with regulation by sRNAs are not yet understood. Here we use topological analysis of sRNA targets in terms of protein-protein interaction and transcription-regulatory networks in Escherichia coli to shed light on the global correlation between sRNA regulation and cellular control networks. Results The analysis of sRNA targets in terms of their networks showed that some specific network properties could be identified. In protein-protein interaction network, sRNA targets tend to occupy more central positions (higher closeness centrality, p-val = 0.022) and more cliquish (larger clustering coefficient, p-val = 0.037). The targets of the same sRNA tend to form a network module (shorter characteristic path length, p-val = 0.015; larger density, p-val = 0.019; higher in-degree ratio, p-val = 0.009). Using the transcription-regulatory network, sRNA targets tend to be under multiple regulation (higher indegree, p-val = 0.013) and the targets usually are important to the transfer of regulatory signals (higher betweenness, p-val = 0.012). As was found for the protein-protein interaction network, the targets that are regulated by the same sRNA also tend to be closely knit within the transcription-regulatory network (larger density, p-val = 0.036), and inward interactions between them are greater than the outward interactions (higher in-degree ratio, p-val = 0.023). However, after incorporating information on predicted sRNAs and down-stream targets, the results are not as clear-cut, but the overall network modularity is still evident. Conclusions Our results indicate that sRNA targeting tends to show a clustering pattern that is similar to the human microRNA regulation associated with protein-protein interaction network that was observed in a previous study. Namely, the sRNA targets show close interaction and forms a closely knit network module for both the protein-protein interaction and the transcription-regulatory networks. Thus, targets of the same sRNA work in a concerted way toward a specific goal. In addition, in the transcription-regulatory network, sRNA targets act as "multiplexor", accepting regulatory control from multiple sources and acting accordingly. Our results indicate that sRNA targeting shows different properties when compared to the proteins that form cellular networks.
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Affiliation(s)
- Timothy H Wu
- Institute of Biomedical Informatics, National Yang Ming University, Taipei, Taiwan
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