1
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Yang LH, Lee RKL, Kuo MH, Miao CC, Wang YX, Chen A, Jhu YW, Cheng HI, Pan ST, Chou YT. Neuronal survival factor VGF promotes chemoresistance and predicts poor prognosis in lung cancers with neuroendocrine feature. Int J Cancer 2022; 151:1611-1625. [PMID: 35762443 DOI: 10.1002/ijc.34193] [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: 11/03/2021] [Revised: 05/24/2022] [Accepted: 06/03/2022] [Indexed: 11/11/2022]
Abstract
High-grade neuroendocrine tumors (NETs) of the lung consist of small-cell lung cancer (SCLC) and large-cell neuroendocrine carcinoma (LCNEC). Both exhibit aggressive malignancy with poor prognosis. The transformation of lung adenocarcinoma (ADC) to SCLC or LCNEC also contributes to acquired resistance to epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs). Despite initially being responsive to chemotherapy, high-grade NET patients inevitably develop drug resistance; thus, novel therapeutic targets are urgently needed for these patients. This study reported that VGF (nerve growth factor inducible), a factor mainly expressed in neurons during neural development, is highly expressed in SCLC and LCNEC as well as in a subset of ADCs, whereas targeting VGF attenuates cancer cell growth and tumor formation. High VGF expression was associated with advanced stage SCLC and predicted poor prognosis in lung ADC. In addition, EGFR-TKI selection enriched VGF expression in TKI-resistant ADC under epigenetic control. The VGF locus possessed the HDAC1 binding site, and treatment of ADC cells with the HDAC1 inhibitor induced VGF expression. High VGF expression was associated with chemoresistance, and silencing VGF induced BMF and BCL2L11 expression and rendered lung cancer cells sensitive to chemotherapy drugs. These findings suggested the potential of VGF as a prognostic factor and therapeutic target in lung cancers with neuroendocrine feature. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Li-Hao Yang
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Richard Kuan-Lin Lee
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.).,SMOBIO Technology, Inc., Hsinchu, Taiwan (R.O.C.)
| | - Ming-Han Kuo
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Chia-Cheng Miao
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Yuan-Xin Wang
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Alvin Chen
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Yu-Wei Jhu
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Hung-I Cheng
- Department of Hematology, Mackay Memorial Hospital Hsinchu Branch, Hsinchu, Taiwan (R.O.C.)
| | - Shien-Tung Pan
- Department of Pathology, China Medical University Hsinchu Hospital, Hsinchu County, Taiwan (R.O.C.)
| | - Yu-Ting Chou
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
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2
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Miao CC, Hwang W, Chu LY, Yang LH, Ha CT, Chen PY, Kuo MH, Lin SC, Yang YY, Chuang SE, Yu CC, Pan ST, Kao MC, Chang CR, Chou YT. LC3A-mediated autophagy regulates lung cancer cell plasticity. Autophagy 2021; 18:921-934. [PMID: 34470575 DOI: 10.1080/15548627.2021.1964224] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
ABBREVIATIONS ATG14: autophagy related 14; CDH2: cadherin 2; ChIP-qPCR: chromatin immunoprecipitation quantitative polymerase chain reaction; CQ: chloroquine; ECAR: extracellular acidification rate; EMT: epithelial-mesenchymal transition; EPCAM: epithelial cell adhesion molecule; MAP1LC3A/LC3A: microtubule associated protein 1 light chain 3 alpha; MAP1LC3B/LC3B: microtubule associated protein 1 light chain 3 beta; MAP1LC3C/LC3C: microtubule associated protein 1 light chain 3 gamma; NDUFV2: NADH:ubiquinone oxidoreductase core subunit V2; OCR: oxygen consumption rate; ROS: reactive oxygen species; RT-qPCR: reverse-transcriptase quantitative polymerase chain reaction; SC: scrambled control; shRNA: short hairpin RNA; SNAI2: snail family transcriptional repressor 2; SOX2: SRY-box transcription factor 2; SQSTM1/p62: sequestosome 1; TGFB/TGF-β: transforming growth factor beta; TOMM20: translocase of outer mitochondrial membrane 20; ZEB1: zinc finger E-box binding homeobox 1.
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Affiliation(s)
- Chia-Cheng Miao
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.).,Co-first Authors
| | - Wen Hwang
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.).,Co-first Authors
| | - Ling-Yi Chu
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Li-Hao Yang
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Cam-Thu Ha
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Pei-Yu Chen
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Ming-Han Kuo
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Sheng-Chieh Lin
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.).,Graduate Institute Of Integrated Medicine, China Medical University, Taichung, Taiwan (R.O.C.)
| | - Ya-Yu Yang
- National Institute Of Cancer Research, National Health Research Institutes, Miaoli, Taiwan (R.O.C.)
| | - Shuang-En Chuang
- National Institute Of Cancer Research, National Health Research Institutes, Miaoli, Taiwan (R.O.C.)
| | - Chia-Cherng Yu
- Department Of Medical Research, National Taiwan University Hospital, Taipei, Taiwan (R.O.C.)
| | - Shien-Tung Pan
- Department Of Pathology, China Medical University Hsinchu Hospital, Hsinchu County, Taiwan (R.O.C.)
| | - Mou-Chieh Kao
- Institute Of Molecular Medicine, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Chuang-Rung Chang
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
| | - Yu-Ting Chou
- Institute Of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan (R.O.C.)
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3
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Kuo MH, Chen PY, Yang YP, Zheng MY, Miao CC, Wen KC, Chang KM, Chou SJ, Wang ML, Chiou SH, Chou YT. Cytokine and epigenetic regulation of programmed death-ligand 1 in stem cell differentiation and cancer cell plasticity. Stem Cells 2021; 39:1298-1309. [PMID: 34182610 DOI: 10.1002/stem.3429] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 06/04/2021] [Indexed: 11/10/2022]
Abstract
Programmed death-ligand 1 (PD-L1), an immune checkpoint ligand, is recognized as a potential target for cancer immunotherapy as well as for the induction of transplantation tolerance. However, how the crosstalk between stem cell programming and cytokine signaling regulates PD-L1 expression during stem cell differentiation and cancer cell plasticity remains unclear. Herein, we reported that PD-L1 expression was regulated by SOX2 during embryonic stem cell (ESC) differentiation and lung cancer cell plasticity. PD-L1 was induced during ESC differentiation to fibroblasts and was downregulated during SOX2-mediated reprogramming of fibroblasts to induced pluripotent stem cells (iPSCs). Furthermore, SOX2 activation affected cancer cell plasticity and inhibited PD-L1 expression in lung cancer cells. We discovered that the H3K27ac signal at the PD-L1 locus was enhanced during ESC differentiation to fibroblasts as well as during cancer plasticity of SOX2-positive lung cancer cells to SOX2-negative counterparts. Romidepsin, an epigenetic modifier, induced PD-L1 expression in lung cancer cells, whereas TGF-β stimulation downregulated SOX2 but upregulated PD-L1 expression in lung cancer cells. Furthermore, in addition to PD-L1, the expressions of EGFR and its ligand HBEGF were downregulated by activation of endogenous SOX2 expression during lung cancer cell plasticity and iPSC reprogramming, and the activation of EGFR signaling by HBEGF upregulated PD-L1 expression in lung cancer cells. Together, our results reveal the crosstalk between SOX2 programming and cytokine stimulation influences PD-L1 expression, and these findings may provide insights into PD-L1-mediated therapeutics.
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Affiliation(s)
- Ming-Han Kuo
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Pei-Yu Chen
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Yi-Ping Yang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan, Republic of China
| | - Ming-Yi Zheng
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Chia-Cheng Miao
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Kuo-Chang Wen
- Department of Obstetrics and Gynecology, Shuang Ho Hospital, New Taipei City, Taiwan, Republic of China.,Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, Republic of China
| | - Kuo-Ming Chang
- Department of Pathology, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan, Republic of China
| | - Shih-Jie Chou
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan, Republic of China
| | - Mong-Lien Wang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan, Republic of China
| | - Shih-Hwa Chiou
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan, Republic of China.,Institute of Pharmacology, National Yang-Ming University, Taipei, Taiwan, Republic of China
| | - Yu-Ting Chou
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
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4
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Kuo MH, Lee AC, Hsiao SH, Lin SE, Chiu YF, Yang LH, Yu CC, Chiou SH, Huang HN, Ko JC, Chou YT. Cross-talk between SOX2 and TGFβ Signaling Regulates EGFR-TKI Tolerance and Lung Cancer Dissemination. Cancer Res 2020; 80:4426-4438. [PMID: 32816907 DOI: 10.1158/0008-5472.can-19-3228] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 07/18/2020] [Accepted: 08/13/2020] [Indexed: 11/16/2022]
Abstract
Regulation of the stemness factor, SOX2, by cytokine stimuli controls self-renewal and differentiation in cells. Activating mutations in EGFR are proven therapeutic targets for tyrosine kinase inhibitors (TKI) in lung adenocarcinoma, but acquired resistance to TKIs inevitably occurs. The mechanism by which stemness and differentiation signaling emerge in lung cancers to affect TKI tolerance and lung cancer dissemination has yet to be elucidated. Here, we report that cross-talk between SOX2 and TGFβ signaling affects lung cancer cell plasticity and TKI tolerance. TKI treatment favored selection of lung cancer cells displaying mesenchymal morphology with deficient SOX2 expression, whereas SOX2 expression promoted TKI sensitivity and inhibited the mesenchymal phenotype. Preselection of EGFR-mutant lung cancer cells with the mesenchymal phenotype diminished SOX2 expression and TKI sensitivity, whereas SOX2 silencing induced vimentin, but suppressed BCL2L11, expression and promoted TKI tolerance. TGFβ stimulation downregulated SOX2 and induced epithelial-to-mesenchymal transdifferentiation accompanied by increased TKI tolerance, which can interfere with ectopic SOX2 expression. SOX2-positive lung cancer cells exhibited a lower dissemination capacity than their SOX2-negative counterparts. Tumors expressing low SOX2 and high vimentin signature were associated with worse survival outcomes in patients with EGFR mutations. These findings provide insights into how cancer cell plasticity regulated by SOX2 and TGFβ signaling affects EGFR-TKI tolerance and lung cancer dissemination. SIGNIFICANCE: These findings suggest the potential of SOX2 as a prognostic marker in EGFR-mutant lung cancer, as SOX2-mediated cell plasticity regulated by TGFβ stimulation and epigenetic control affects EGFR-TKI tolerance and cancer dissemination.
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Affiliation(s)
- Ming-Han Kuo
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - An-Chun Lee
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Shih-Hsin Hsiao
- Division of Pulmonary Medicine, Department of Internal Medicine, Taipei Medical University Hospital, Xinyi, Taipei, Taiwan.,Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Xinyi, Taipei, Taiwan
| | - Sey-En Lin
- Department of Pathology, New Taipei City Municipal Tucheng Hospital (Chang Gung Memorial Hospital, Tucheng Branch, Taiwan), New Taipei City, Taiwan
| | - Yu-Fan Chiu
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Li-Hao Yang
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Chia-Cherng Yu
- Department of Medical Research, National Taiwan University Hospital, Zhongzheng, Taipei, Taiwan
| | - Shih-Hwa Chiou
- Institute of Pharmacology, National Yang-Ming University, Beitou, Taipei, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Beitou, Taipei, Taiwan
| | - Hsien-Neng Huang
- Department of Pathology, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu, Taiwan
| | - Jen-Chung Ko
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu, Taiwan.
| | - Yu-Ting Chou
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan.
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5
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Chiu YF, Wu CC, Kuo MH, Miao CC, Zheng MY, Chen PY, Lin SC, Chang JL, Wang YH, Chou YT. Critical role of SOX2-IGF2 signaling in aggressiveness of bladder cancer. Sci Rep 2020; 10:8261. [PMID: 32427884 PMCID: PMC7237425 DOI: 10.1038/s41598-020-65006-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [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: 02/26/2019] [Accepted: 04/27/2020] [Indexed: 02/07/2023] Open
Abstract
Signaling elicited by the stem cell factors SOX2, OCT4, KLF4, and MYC not only mediates reprogramming of differentiated cells to pluripotency but has also been correlated with tumor malignancy. In this study, we found SOX2 expression signifies poor recurrence-free survival and correlates with advanced pathological grade in bladder cancer. SOX2 silencing attenuated bladder cancer cell growth, while its expression promoted cancer cell survival and proliferation. Under low-serum stress, SOX2 expression promoted AKT phosphorylation and bladder cancer cells’ spheroid-forming capability. Furthermore, pharmacological inhibition of AKT phosphorylation, using MK2206, inhibited the SOX2-mediated spheroid formation of bladder cancer cells. Gene expression profiling showed that SOX2 expression, in turn, induced IGF2 expression, while SOX2 silencing inhibited IGF2 expression. Moreover, knocking down IGF2 and IGF1R diminished bladder cancer cell growth. Lastly, pharmacological inhibition of IGF1R, using linsitinib, also inhibited the SOX2-mediated spheroid formation of bladder cancer cells under low-serum stress. Our findings indicate the SOX2–IGF2 signaling affects the aggressiveness of bladder cancer cell growth. This signaling could be a promising biomarker and therapeutic target for bladder cancer intervention.
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Affiliation(s)
- Yu-Fan Chiu
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chia-Chang Wu
- Department of Urology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Urology, School of Medicine, College of Medicine, and TMU Research Center of Urology and Kidney (TMU-RCUK), Taipei Medical University, Taipei, Taiwan
| | - Ming-Han Kuo
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chia-Cheng Miao
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Ming-Yi Zheng
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Pei-Yu Chen
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Sheng-Chieh Lin
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan.,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
| | - Junn-Liang Chang
- Department of Pathology and Laboratory Medicine, Taoyuan Armed Forces General Hospital, Taoyuan, Taiwan.,Department of Biomedical Engineering, Ming Chuan University, Taoyuan, Taiwan
| | - Yuan-Hung Wang
- Department of Medical Research, Shuang Ho Hospital, New Taipei City, Taiwan. .,Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
| | - Yu-Ting Chou
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan.
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6
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Lee CJ, Sung PL, Kuo MH, Tsai MH, Wang CK, Pan ST, Chen YJ, Wang PH, Wen KC, Chou YT. Crosstalk between SOX2 and cytokine signaling in endometrial carcinoma. Sci Rep 2018; 8:17550. [PMID: 30510261 PMCID: PMC6277382 DOI: 10.1038/s41598-018-35592-0] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 11/07/2018] [Indexed: 02/07/2023] Open
Abstract
Endometrial carcinoma is a cancer derived from oncogenesis of the regenerating uterine cavity, in which cytokine stimulation shapes cell differentiation and tissue remodeling. Expression of the stem cell factors SOX2, OCT4, NANOG, and MYC has been linked to tumor malignancy in several cancers. However, how these stem cell factors crosstalk with cytokine signaling to promote malignancy in endometrial carcinoma is still elusive. Here we report that the expression of SOX2 and MYC, but not that of OCT4 and NANOG, correlate with poor histological differentiation and prognosis, while SOX2 expression is negatively associated with MYC level. We found that SOX2-high endometrial carcinoma cells possessed a higher colony-forming ability than their SOX2-low counterparts, and knockdown of SOX2 attenuated the colony-forming ability. We observed that SOX2 regulated EGFR expression in a SOX2–EGFR positive feedback loop. EGF stimulation induced SOX2 expression and promoted migration of endometrial carcinoma cells, whereas TGF-β stimulation inhibited SOX2 expression and attenuated the colony-forming ability. Immunohistochemistry analysis revealed that SOX2 expression correlated with lymph node infiltration of endometrial carcinoma. Our findings support that cytokine-induced stem cell factor SOX2 possesses oncogenic properties, with the potential to serve as a prognostic biomarker in endometrial carcinoma.
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Affiliation(s)
- Chang-Jung Lee
- Department of Life Science and Institute of Biotechnology, National Tsing-Hua University, HsinChu, 300, Taiwan (R.O.C.)
| | - Pi-Lin Sung
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, 112, Taiwan (R.O.C.).,Department of Obstetrics and Gynecology, National Yang-Ming University, Taipei, 112, Taiwan (R.O.C.)
| | - Ming-Han Kuo
- Department of Life Science and Institute of Biotechnology, National Tsing-Hua University, HsinChu, 300, Taiwan (R.O.C.)
| | - Min-Hwa Tsai
- Department of Life Science and Institute of Biotechnology, National Tsing-Hua University, HsinChu, 300, Taiwan (R.O.C.)
| | - Cheng-Kuang Wang
- Department of Medical Technology, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, 356, Taiwan (R.O.C.)
| | - Shien-Tung Pan
- Department of Pathology, Tungs' Taichung MetroHarbor Hospital, Taichung, 433, Taiwan (R.O.C.)
| | - Yi-Jen Chen
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, 112, Taiwan (R.O.C.).,Department of Obstetrics and Gynecology, National Yang-Ming University, Taipei, 112, Taiwan (R.O.C.)
| | - Peng-Hui Wang
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, 112, Taiwan (R.O.C.).,Department of Obstetrics and Gynecology, National Yang-Ming University, Taipei, 112, Taiwan (R.O.C.)
| | - Kuo-Chang Wen
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, 112, Taiwan (R.O.C.). .,Department of Obstetrics and Gynecology, National Yang-Ming University, Taipei, 112, Taiwan (R.O.C.).
| | - Yu-Ting Chou
- Department of Life Science and Institute of Biotechnology, National Tsing-Hua University, HsinChu, 300, Taiwan (R.O.C.).
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7
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Lin SC, Chung CH, Chung CH, Kuo MH, Hsieh CH, Chiu YF, Shieh YS, Chou YT, Wu CW. OCT4B mediates hypoxia-induced cancer dissemination. Oncogene 2018; 38:1093-1105. [PMID: 30209362 DOI: 10.1038/s41388-018-0487-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 07/04/2018] [Accepted: 08/02/2018] [Indexed: 02/07/2023]
Abstract
Hypoxia, the reduction of oxygen levels in cells or tissues, elicits a set of genes to adjust physiological and pathological demands during normal development and cancer progression. OCT4, a homeobox transcription factor, is essential for self-renewal of embryonic stem cells, but little is known about the role of OCT4 in non-germ-cell tumorigenesis. Here, we report that hypoxia stimulates a short isoform of OCT4, called OCT4B, via a HIF2α-dependent pathway to induce the epithelial-mesenchymal transition (EMT) and facilitate cancer dissemination. OCT4B overexpression decreased epithelial barrier properties, which led to an increase in cell migration and invasion in lung cancer cells. OCT4B knockdown attenuated HIF2α-induced EMT and inhibited cancer dissemination in cell-line and animal models. We observed that OCT4B bound the SLUG promoter and enhanced its expression, and SLUG silencing inhibited OCT4B-mediated EMT, accompanied with decreased cell migration and invasion. Correlation analysis revealed that OCT4B expression was significantly associated with the SLUG level in lung tumors. These results provide novel insights into OCT4B-mediated oncogenesis in cancer dissemination.
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Affiliation(s)
- Sheng-Chieh Lin
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan.,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
| | - Chi-Hsiu Chung
- Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan
| | - Chih-Hung Chung
- Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan
| | - Ming-Han Kuo
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Cheng-Han Hsieh
- Institute of Microbiology and Immunology, National Yang-Ming University, Taipei, Taiwan.,Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei, Taiwan
| | - Yu-Fan Chiu
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Yi-Shing Shieh
- Department of Oral Diagnosis & Pathology, Tri-Service General Hospital, Taipei, Taiwan
| | - Yu-Ting Chou
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan.
| | - Cheng-Wen Wu
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan. .,Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan. .,Institute of Microbiology and Immunology, National Yang-Ming University, Taipei, Taiwan. .,Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
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8
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Lee AC, Chiu YF, Kuo MH, Wang YH, Chou YT. Abstract 4155: Crosstalk of SOX2 and epithelial-to-mesenchymal transition on EGFR-TKI resistance. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
EGFR-tyrosine kinase inhibitors (TKIs) have been shown to produce profound therapeutic responses in lung adenocarcinoma harboring EGFR mutations. Despite this initial response, patients with EGFR-mutated lung adenocarcinoma ultimately developed resistance to EGFR-TKIs. Although both SOX2 and epithelial-to-mesenchymal (EMT) have been linked to the EGFR-TKI resistance in lung adenocarcinoma, the interplay between SOX2 and EMT in EGFR-TKI resistance is not known. Here, we report that cancer plasticity switched by SOX2 and EMT regulates EGFR-TKI resistance. We found that the selection of EGFR-TKI resistant cells induced EMT while attenuating SOX2 expression. We observed that EGFR-TKI treatment induced SOX2 expression in EGFR-mutated lung cancer cells, and SOX2 silencing encouraged EGFR-TKI resistance. Preselection of EGFR-mutated lung cancer cells with the EMT feature endowed cells with EGFR-TKI resistance but suppressed SOX2 expression. We found that TGF-β induced EMT but attenuated SOX2 expression, resulting in increased EGFR-TKI resistance. Pharmacological inhibition of HDACs in EGFR-mutated cells attenuated SOX2 expression but induced EMT, causing increased EGFR-TKI resistance. Enriching SOX2 expression in EGFR-mutated cells attenuated EMT and rendered cells more sensitive to EGFR-TKIs. Correlation analysis exhibited negative correlations between SOX2 and EMT markers in primary non-small cell lung cancer. Kaplan-Meier analysis revealed that a SOX2 low/Vimentin high signature predicted a poor survival in EGFR-mutated lung adenocarcinoma. Our findings support the notion that the cancer plasticity regulated by SOX2 and EMT plays a critical role in EGFR-TKI resistance, and SOX2 and Vimentin can function as prognostic biomarkers in lung cancer progression.
Citation Format: An-Chun Lee, Yu-Fan Chiu, Ming-Han Kuo, Yuan-Hung Wang, Yu-Ting Chou. Crosstalk of SOX2 and epithelial-to-mesenchymal transition on EGFR-TKI resistance [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4155. doi:10.1158/1538-7445.AM2017-4155
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Affiliation(s)
- An-Chun Lee
- 1National Tsing Hua University, HsinChu, Taiwan
| | - Yu-Fan Chiu
- 1National Tsing Hua University, HsinChu, Taiwan
| | | | - Yuan-Hung Wang
- 2Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan
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9
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Hwang W, Chiu YF, Kuo MH, Lee KL, Lee AC, Yu CC, Chang JL, Huang WC, Hsiao SH, Lin SE, Chou YT. Expression of Neuroendocrine Factor VGF in Lung Cancer Cells Confers Resistance to EGFR Kinase Inhibitors and Triggers Epithelial-to-Mesenchymal Transition. Cancer Res 2017; 77:3013-3026. [PMID: 28381546 DOI: 10.1158/0008-5472.can-16-3168] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2016] [Revised: 01/04/2017] [Accepted: 03/31/2017] [Indexed: 11/16/2022]
Abstract
Mutations in EGFR drive tumor growth but render tumor cells sensitive to treatment with EGFR tyrosine kinase inhibitors (TKI). Phenotypic alteration in epithelial-to-mesenchymal transition (EMT) has been linked to the TKI resistance in lung adenocarcinoma. However, the mechanism underlying this resistance remains unclear. Here we report that high expression of a neuroendocrine factor termed VGF induces the transcription factor TWIST1 to facilitate TKI resistance, EMT, and cancer dissemination in a subset of lung adenocarcinoma cells. VGF silencing resensitized EGFR-mutated lung adenocarcinoma cells to TKI. Conversely, overexpression of VGF in sensitive cells conferred resistance to TKIs and induced EMT, increasing migratory and invasive behaviors. Correlation analysis revealed a significant association of VGF expression with advanced tumor grade and poor survival in patients with lung adenocarcinoma. In a mouse xenograft model of lung adenocarcinoma, suppressing VGF expression was sufficient to attenuate tumor growth. Overall, our findings show how VGF can confer TKI resistance and trigger EMT, suggesting its potential utility as a biomarker and therapeutic target in lung adenocarcinoma. Cancer Res; 77(11); 3013-26. ©2017 AACR.
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Affiliation(s)
- Wen Hwang
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Yu-Fan Chiu
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Ming-Han Kuo
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Kuan-Lin Lee
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - An-Chun Lee
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chia-Cherng Yu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Junn-Liang Chang
- Department of Pathology and Laboratory Medicine, Taoyuan Armed Forces General Hospital, Taoyuan, Taiwan.,Department of Biomedical Engineering, Ming Chuan University, Taoyuan, Taiwan
| | - Wen-Chien Huang
- Department of Thoracic Surgery, Mackay Memorial Hospital, Taipei, Taiwan
| | - Shih-Hsin Hsiao
- Division of Pulmonary Medicine, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Sey-En Lin
- Department of Pathology, Taipei Medical University Hospital, Taipei, Taiwan.,Department of Pathology, Taipei Municipal Wan Fang Hospital, Taipei, Taiwan
| | - Yu-Ting Chou
- Institute of Biotechnology, College of Life Science, National Tsing Hua University, Hsinchu, Taiwan.
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Kuo MH, Chan CE, Chou YT. Abstract 2852: CITED2, an emerging regulator in hypoxia- and anoikis- mediated cancer cell growth. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-2852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
In solid tumors, hypoxia and anoikis are two common phenomena occurred in the central of region, inducing a series of genes to switch metabolic pathways, prevent apoptosis and promote continuous growth of cancer cells. Herein, we reported that CITED2 (CBP/p300-interacting transactivators with glutamic acid (E)/aspartic acid (D)-rich C-terminal domain 2) responded to hypoxia and anoikis induction, preventing lung cancer cells from cell cycle arrest. We found that hypoxia induced CITED2 through a HIF2α dependent pathway; moreover, three-dimensional (3D) growth of lung cancer cells induced the expression of CITED2. 3D growth condition elicited anoikis-mediated cell cycle arrest, which was further potentiated by hypoxia stimulation. Knockdown of CITED2 or HIF2α in lung cancer cells enhanced anoikis, causing G1/S cell cycle arrest. Soft agar analysis displayed that both HIF2α and CITED2 are necessary for anchorage-independent cell growth under the hypoxic condition. Spheroid assay indicated that HIF2α-CITED2 signaling axis plays an important role in spheroid formation. Pearson correlation analysis showed that CITED2 was associated with HIF2α expression in lung adenocarcinoma. Kaplan Meier analysis revealed that CITED2 expression was correlated with poor survival outcomes in patients with lung adenocarcinoma. Thus, our findings support the notion that CITED2 plays a critical role in hypoxia- and anokis- mediated cancer cell growth with the potential as a prognostic biomarker for predicting lung cancer progression.
Citation Format: Ming-Han Kuo, Chia Ee Chan, Yu-Ting Chou. CITED2, an emerging regulator in hypoxia- and anoikis- mediated cancer cell growth. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2852.
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11
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Chiu YF, Kuo MH, Lee AC, Chou YT. Abstract 2538: The emerging role of SOX2 in cancer cell plasticity and EGFR-TKI resistance. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-2538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Activating mutations in the epidermal growth factor receptor (EGFR) lead to the aberrant growth of lung adenocarcinoma while endowing cancer cells with sensitivity to EGFR-tyrosine kinase inhibitors (TKIs). Nonetheless, EGFR-TKI resistance often occurs in less than one year. The intriguing phenomenon that cancer cells have biological features similar to stem cells suggests that cancer and stem cells may share the same regulatory signaling pathway, but the involvement of stem cell signaling in EGFR-TKI resistance is not clear. Herein, we observed that SOX2, a master transcriptional factor controlling self-renewal of lung stem cells, was highly expressed in lung adenocarcinoma and inversely correlated with epithelial-to-mesenchymal transition (EMT). Clonogenic analysis showed that SOX2-silenecing attenuated cell growth in EGFR-mutated lung cancer cells. The selection of EGFR-TKI resistant HCC827 (delE746_A750) cells induced EMT while attenuating the expression of SOX2 and spheroid forming ability. Preselection of HCC827 (delE746_A750) cells with EMT features endowed cells with TKI resistance but suppressed SOX2 expression. Pharmacological inhibition of HDACs in EGFR-mutated lung cancer cells attenuated SOX2 expression but induced EMT, thus enhancing the development of EGFR-TKI resistance. Our findings support the notion that the switching expression between SOX2 and EMT plays a critical role in EGFR-TKI resistance, with the potential as biomarkers for lung cancer prediction.
Citation Format: Yu-Fan Chiu, Ming-Han Kuo, An-Chun Lee, Yu-Ting Chou. The emerging role of SOX2 in cancer cell plasticity and EGFR-TKI resistance. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2538.
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Affiliation(s)
- Yu-Fan Chiu
- National Tsing Hua University, Hsinchu, Taiwan
| | | | - An-Chun Lee
- National Tsing Hua University, Hsinchu, Taiwan
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12
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Kuo MH, Hsieh CH, Wang YH, Wu CW, Chou YT. Abstract 1950: Emerging role of CITED2 in hypoxia and TGF-beta mediated proliferation and invasion in lung cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-1950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lung cancer remains the leading cause of cancer mortality in the world. Metastatic property is one of the major reasons for treatment failure in lung cancer patients. Tumor microenvironment plays a key role in shaping tumor progression. In solid tumors, a decreased oxygen and nutrient supply creates a hypoxic microenvironment in the central region, which elicits a set of genes to endow cancer cells with increased survival or proliferation abilities. On the other hand, TGF-beta, which is often released by tumor stroma cells, attenuates cell proliferation but induces invasion of lung cancer. How cancer cells are shaped by tumor microenvironment with elevated proliferation and invasion abilities are elusive. Here, we report that CITED2, a MYC interacting transcriptional modulator, responds to hypoxia induction and TGF-beta suppression to orchestrate cellular proliferation and invasion, respectively. We observed that hypoxia induced CITED2 expression in a group of lung cancer cells, the proliferation and survival of which were dependent on CITED2 signaling. TGF-beta stimulation inhibited CITED2 expression, causing decreased cell proliferation. Nonetheless, hypoxia potentiated TGF-beta mediated invasion and rendered cell resistant to TGF-beta induced cell growth arrest by elevating CITED2 dependent signaling. Our findings provide that CITED2 functions as an oncogeneic switch for hypoxia and TGF-beta mediated proliferation and invasion in lung cancer, deserving additional evaluation as a biomarker for lung cancer progression.
Citation Format: Ming-Han Kuo, Cheng-Han Hsieh, Yuan-Hung Wang, Cheng-Wen Wu, Yu-Ting Chou. Emerging role of CITED2 in hypoxia and TGF-beta mediated proliferation and invasion in lung cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1950. doi:10.1158/1538-7445.AM2015-1950
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13
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Kuo MH, Lai WT, Hsu TM, Chen YC, Chang CW, Chang WH, Li PW. Designer germanium quantum dot phototransistor for near infrared optical detection and amplification. Nanotechnology 2015; 26:055203. [PMID: 25590411 DOI: 10.1088/0957-4484/26/5/055203] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We demonstrated a unique CMOS approach for the production of a high-performance germanium (Ge) quantum dot (QD) metal-oxide-semiconductor phototransistor. In the darkness, low off-state leakage (Ioff ∼ 0.27 pA μm(-2)), a high on-off current ratio (Ion/Ioff ∼ 10(6)), and good switching behaviors (subthreshold swing of 175 mV/dec) were measured on our Ge-QD phototransistor at 300 K, indicating good hetero-interfacial quality of the Ge-on-Si. Illumination makes a significant enhancement in the drain current of Ge QD phototransistors when biased at both the on- and off-states, which is a great benefit from Ge QD-mediated photoconductive and photovoltaic effects. The measured photocurrent-to-dark-current ratio (Iphoto/Idark) and the photoresponsivities from the Ge QD phototransistor are as high as 4.1 × 10(6) and 1.7 A W(-1), respectively, under an incident power of 0.9 mW at 850 nm illumination. A superior external quantum efficiency of 240% and a very fast temporal response time of 1.4 ns suggest that our Ge QD MOS phototransistor offers great promise as optical switches and transducers for Si-based optical interconnects.
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Affiliation(s)
- M H Kuo
- Department of Electrical Engineering and Center for Nano Science and Technology, National Central University, ChungLi, Taiwan, 32001, People's Republic of China
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14
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Wang YH, Kuo MH, Huang CF, Hsiao SH, Wu CW, Chou YT. Abstract 5302: CITED2 as a molecular switch for hypoxia-mediated proliferation. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-5302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Hypoxia, the reduction of oxygen levels in cells or tissues, elicits a set of genes to adjust physiological and pathological demands during normal development and cancer progression. Hypoxia-mediated stabilization of hypoxia-inducible factor (HIF) 1α and 2α contributes to transcriptional regulation of genes involved in hypoxia-mediated physiological adaptation. Till now, the molecular mechanism of how HIF1α and HIF2α signaling regulates cancer cell proliferation and quiescence in hypoxic microenvironment is little understood. Here, we reported that CITED2, a cytokine inducible transcriptional modulator, is induced by HIF2α to regulate cell proliferation and quiescence. We observed that HIF2α expression is induced by hypoxia in a subgroup of lung cancer cells, proliferation of which is regulated via HIF2α/CITED2 signaling. Interestingly, HIF1α-silencing promotes hypoxic-mediated cell proliferation in the HIF2α-positive lung cancer cells. In contrast, knockdown of HIF2α as well as CITED2 attenuates cell growth, suggesting that HIF2α/CITED2 signaling functions as a molecular switch for cell proliferation and quiescence. Soft-agar assay showed that HIF2α promotes anchorage-independent growth of cancer cells, which can be inhibited by CITED2-silencing. We observed that upon hypoxia induction, CITED2 enhances MYC-mediated transactivation of downstream target genes. Our findings provide a novel oncogenic role of CITED2 in hypoxia with potential as a biomarker and therapeutic targets for lung cancer.
Citation Format: Yuan-Hung Wang, Ming-Han Kuo, Chien-Fu Huang, Shih-Hsin Hsiao, Cheng-Wen Wu, Yu-Ting Chou. CITED2 as a molecular switch for hypoxia-mediated proliferation. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 5302. doi:10.1158/1538-7445.AM2014-5302
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15
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Chien CY, Lai WT, Chang YJ, Wang CC, Kuo MH, Li PW. Size tunable Ge quantum dots for near-ultraviolet to near-infrared photosensing with high figures of merit. Nanoscale 2014; 6:5303-5308. [PMID: 24699699 DOI: 10.1039/c4nr00168k] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
We report a unique approach for the inclusion of size-tunable (7-50 nm), spherical Ge quantum dots (QDs) into gate stacks of metal-oxide-semiconductor (MOS) diodes, through selective oxidation of SiGe layers over the buffer layer of Si3N4 deposited over the Si substrate. In this complementary MOS (CMOS)-compatible approach, we successfully realized high performance nm scale Ge-QD MOS photodetectors with high figures of merit of low dark current density (1.5 × 10(-3) mA cm(-2)), superior photo-current-to-dark current ratio (13 500), high photoresponsivity (2.2 A W(-1)), and fast response time (5 ns), which are ready for direct integration with Si CMOS electronic circuits. Most importantly, the detection wavelength of the Ge QDs is tunable from near infrared to near ultraviolet by reducing the QD size from 50 to 7 nm as well as the optimal photoresponsivity is tailored by the Ge QD size and the effective thickness of gate dielectrics.
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Affiliation(s)
- C Y Chien
- Department of Electrical Engineering, National Central University, ChungLi, Taiwan 32001, Republic of China.
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16
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Chen YL, Kuo MH, Lin PY, Chuang WL, Hsu CC, Chu PY, Lee CH, Huang THM, Leu YW, Hsiao SH. ENSA expression correlates with attenuated tumor propagation in liver cancer. Biochem Biophys Res Commun 2013; 442:56-61. [DOI: 10.1016/j.bbrc.2013.10.165] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 10/31/2013] [Indexed: 01/15/2023]
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17
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Lindsay J, McLean JA, Bains A, Ying T, Kuo MH. Moving mobile: using an open-sourced framework to enable a web-based health application on touch devices. Stud Health Technol Inform 2013; 183:238-243. [PMID: 23388290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Computer devices using touch-enabled technology are becoming more prevalent today. The application of a touch screen high definition surgical monitor could allow not only high definition video from an endoscopic camera to be displayed, but also the display and interaction with relevant patient and health related data. However, this technology has not been quickly embraced by all health care organizations. Although traditional keyboard or mouse-based software programs may function flawlessly on a touch-based device, many are not practical due to the usage of small buttons, fonts and very complex menu systems. This paper describes an approach taken to overcome these problems. A real case study was used to demonstrate the novelty and efficiency of the proposed method.
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Affiliation(s)
- Joseph Lindsay
- School of Health Information Science, University of Victoria, Victoria, BC.
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18
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Chen YL, Ko CJ, Lin PY, Chuang WL, Hsu CC, Chu PY, Pai MY, Chang CC, Kuo MH, Chu YR, Tung CH, Huang THM, Leu YW, Hsiao SH. Clustered DNA methylation changes in polycomb target genes in early-stage liver cancer. Biochem Biophys Res Commun 2012; 425:290-6. [PMID: 22842566 DOI: 10.1016/j.bbrc.2012.07.084] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 07/17/2012] [Indexed: 01/09/2023]
Abstract
Polycomb-group proteins mark specific chromatin conformations in embryonic and somatic stem cells that are critical for maintenance of their "stemness". These proteins also mark altered chromatin modifications identified in various cancers. In normal differentiated cells or advanced cancerous cells, these polycomb-associated loci are frequently associated with increased DNA methylation. It has thus been hypothesized that changes in DNA methylation status within polycomb-associated loci may dictate cell fate and that abnormal methylation within these loci may be associated with tumor development. To assess this, we examined the methylation states of four polycomb target loci -Trip10, Casp8AP2, ENSA, and ZNF484 - in liver cancer. These four targets were selected because their methylation levels are increased during mesenchymal stem cell-to-liver differentiation. We found that these four loci were hypomethylated in most early-stage liver cancer specimens. For comparison, two non-polycomb tumor suppressor genes, HIC1 and RassF1A, were also examined. Whereas the methylation level of HIC1 did not differ significantly between normal and tumor samples, RassF1A was significantly hypermethylated in liver tumor samples. Unsupervised clustering analysis classified the methylation changes within polycomb and non-polycomb targets to be independent, indicating independent epigenetic evolution. Thus, pre-deposited polycomb marks within somatic stem cells may contribute to the determination of methylation changes during hepatic tumorigenesis.
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Affiliation(s)
- Yao-Li Chen
- Transplant Medicine & Surgery Research Centre, Changhua Christian Hospital, Changhua, Taiwan
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19
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St-Maurice J, Kuo MH. Analyzing primary care data to characterize inappropriate emergency room use. Stud Health Technol Inform 2012; 180:990-994. [PMID: 22874342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Primary care data represents the complete biopsychosocial profile of the patient and has recently become available for secondary analysis in Ontario. This study involved extracting de-identified primary care data and analyzing it with natural language processing to extract UMLS codes. These codes were used to statistically relate inappropriate emergency room use to biopsychosocial concepts with logistic regression. The concepts of pain and mental health were statistically significant. This technique demonstrates a creative use of primary care data. It could be used to analyze system use in other health care settings.
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Affiliation(s)
- Justin St-Maurice
- School of Health Information Science, University of Victoria, BC, Canada
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20
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Kuo MH, Kushniruk AW, Borycki EM, Greig D. Application of the Apriori algorithm for adverse drug reaction detection. Stud Health Technol Inform 2009; 148:95-101. [PMID: 19745239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
The objective of this research is to assess the suitability of the Apriori association analysis algorithm for the detection of adverse drug reactions (ADR) in health care data. The Apriori algorithm is used to perform association analysis on the characteristics of patients, the drugs they are taking, their primary diagnosis, co-morbid conditions, and the ADRs or adverse events (AE) they experience. This analysis produces association rules that indicate what combinations of medications and patient characteristics lead to ADRs. A simple data set is used to demonstrate the feasibility and effectiveness of the algorithm.
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Affiliation(s)
- M H Kuo
- School of Health Information Science, University of Victoria, BC, Canada.
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21
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Kuo YR, Jeng SF, Kuo MH, Huang MN, Liu YT, Chiang YC, Yeh MC, Wei FC. Free anterolateral thigh flap for extremity reconstruction: clinical experience and functional assessment of donor site. Plast Reconstr Surg 2001; 107:1766-71. [PMID: 11391197 DOI: 10.1097/00006534-200106000-00019] [Citation(s) in RCA: 188] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
From August of 1995 through July of 1998, 38 free anterolateral thigh flaps were transferred to reconstruct soft-tissue defects. The overall success rate was 97 percent. Among 38 anterolateral thigh flaps, four were elevated as cutaneous flaps based on the septocutaneous perforators. The other 34 were harvested as myocutaneous flaps including a cuff of vastus lateralis muscle (15 to 40 cm3), either because of bulk requirements (33 cases) or because of the absence of a septocutaneous perforator (one case). However, vastus lateralis muscle is the largest compartment of the quadriceps, which is the prime extensor of the knee. Losing a portion of the vastus lateralis muscle may affect knee stability. Objective functional assessments of the donor sites were performed at least 6 months postoperatively in 20 patients who had a cuff of vastus lateralis muscle incorporated as part of the myocutaneous flap; assessments were made using a kinetic communicator machine. The isometric power test of the ratios of quadriceps muscle at 30 and 60 degrees of flexion between donor and normal thighs revealed no significant difference (p > 0.05). The isokinetic peak torque ratio of the quadriceps and hamstring muscles, including concentric and eccentric contraction tests, showed no significant difference (p > 0.05), except the concentric contraction test of the quadriceps muscle, which revealed mild weakness of the donor thigh (p < 0.05). In summary, the functional impairment of the donor thighs was minimal after free anterolateral thigh myocutaneous flap transfer.
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Affiliation(s)
- Y R Kuo
- Department of Plastic and Reconstructive Surgery, Chang Gung University, Chang Gung Memorial Hospital, Kaohsiung, Taiwan
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Abstract
OBJECTIVE To determine the wrist angle that produces the least compression to the median nerve and to evaluate the usefulness of sonography in determining the optimal position. DESIGN Seventeen wrists of 17 healthy volunteers received dynamic, high-frequency (8 MHz), high-resolution sonography with the wrist splinted at various positions: 15 degrees of flexion, neutral position, and 15 degrees and 30 degrees of extension. The morphologic changes of the median nerve were evaluated with the wrist positioned at various angles. RESULTS The neutral position caused significantly lower compression of the median nerve than it did in the other positions. However, in some cases, the lowest pressure was found when the wrist was fixed in 15 degrees of flexion or 15 degrees of extension. Because median nerve compression may decrease the anteroposterior diameter, increase the transverse diameter, and decrease the cross-sectional area, greater anteroposterior diameter, lower flattening ratio (transverse diameter/anteroposterior diameter), and greater cross-sectional area were considered to indicate lower median nerve compression. CONCLUSIONS Neutral position of the wrist is the best position with the least median nerve compression in most individuals. However, the optimal position may vary from person to person. Sonographic examination can help to determine the splint position that results in the lowest median nerve compression.
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Affiliation(s)
- M H Kuo
- Department of Physical Medicine, Chang Gung Memorial Hospital, Kaosiung, Taiwan
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23
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Abstract
Histone acetylation correlates well with transcriptional activity, and histone acetyltransferases (HATs) selectively regulate subsets of target genes by mechanisms that remain unclear. Here, we provide in vivo evidence that the yeast transcriptional activator Gcn4 recruits Gcn5 HAT complexes to selective promoters positioned in natural or ectopic locations, thereby creating local domains of histone H3 hyperacetylation and subsequent transcriptional activation. A significant portion of the Gcn4-targeted histone acetylation by Gcn5 is independent of transcriptional activity. These observations provide strong evidence for promoter-selective, targeted histone acetylation by Gcn5 that facilitates transcription in a causal fashion. In addition, Gcn5 also functions in an untargeted manner to acetylate H3 on a genome-wide scale.
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Affiliation(s)
- M H Kuo
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA
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Broday L, Peng W, Kuo MH, Salnikow K, Zoroddu M, Costa M. Nickel compounds are novel inhibitors of histone H4 acetylation. Cancer Res 2000; 60:238-41. [PMID: 10667566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
Environmental factors influence carcinogenesis by interfering with a variety of cellular targets. Carcinogenic nickel compounds, although generally inactive in most gene mutation assays, induce chromosomal damage in heterochromatic regions and cause silencing of reporter genes when they are located near telomere or heterochromatin in either yeast or mammalian cells. We studied the effects of nickel on the lysine acetylation status of the NH2-terminal region of histone H4. At nontoxic levels, nickel decreased the levels of histone H4 acetylation in vivo in both yeast and mammalian cells, affecting only lysine 12 in mammalian cells and all of the four lysine residues in yeast. In yeast, lysine 12 and 16 were more greatly affected than lysine 5 and 8. Interestingly, a histidine Ni2+ anchoring site is found at position 18 from the NH2-terminal tail of H4. Nickel was also found to inhibit the acetylation of H4 in vitro using purified recombinant histone acetyltransferase. To our knowledge, this is the first agent shown to decrease histone H4 acetylation at nontoxic levels.
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Affiliation(s)
- L Broday
- Department of Environmental Medicine, New York University School of Medicine, New York 10016, USA
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25
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Abstract
Chromatin structure plays important roles in regulating many DNA-templated processes, such as transcription, replication, and recombination. Considerable progress has recently been made in the identification of large, multisubunit complexes dedicated to these nuclear processes, all of which occur on nucleosomal templates. Mapping specific genomic loci relative to the position of selectively modified or unique histone variants or nonhistone components provides valuable insights into how these proteins (and their modifications) function in their normal chromatin context. Here we describe a versatile and high-resolution method which involves two basic steps: (1) in vivo formaldehyde cross-linking of intact cells followed by (2) selective immunoprecipitation of protein-DNA complexes with specific antibodies. This method allows for detailed analyses of protein-DNA interactions in a native chromatin environment. Recently, this technique has been successfully employed to map the boundaries of specifically modified (e.g., acetylated) histones along target genes, to define the cell cycle-regulated assembly of origin-dependent replication and centromere-specific complexes with remarkable precision, and to map the in vivo position of reasonably rare transcription factors on cognate DNA sites. Thus, the basic chromatin immunoprecipitation technique is remarkably versatile and has now been used in a wide range of cell types, including budding yeast, fly, and human cells. As such, it seems likely that many more studies, centered around chromatin structure and protein-DNA interactions in its native setting, will benefit from this technique. In this article, a brief review of the history of this powerful approach and a discussion of the basic method are provided. Procedures for protein recovery as well as limitations and extensions of the method are also presented.
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Affiliation(s)
- M H Kuo
- Department of Biochemistry and Molecular Genetics and Department of Microbiology, University of Virginia, Charlottesville, Virginia 22908, USA.
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26
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Mizzen C, Kuo MH, Smith E, Brownell J, Zhou J, Ohba R, Wei Y, Monaco L, Sassone-Corsi P, Allis CD. Signaling to chromatin through histone modifications: how clear is the signal? Cold Spring Harb Symp Quant Biol 1999; 63:469-81. [PMID: 10384311 DOI: 10.1101/sqb.1998.63.469] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- C Mizzen
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, CNRS, INSERM, France
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Tanner KG, Trievel RC, Kuo MH, Howard RM, Berger SL, Allis CD, Marmorstein R, Denu JM. Catalytic mechanism and function of invariant glutamic acid 173 from the histone acetyltransferase GCN5 transcriptional coactivator. J Biol Chem 1999; 274:18157-60. [PMID: 10373413 DOI: 10.1074/jbc.274.26.18157] [Citation(s) in RCA: 176] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Within chromatin, reversible acetylation of core histones is critical for transcriptional activation of eukaryotic target genes. The recent identification of intrinsic histone acetyltransferase (HAT) catalytic activity from a number of transcriptional co-activators (including yeast GCN5, p300/CBP, P/CAF, and TAFII250), has underscored the importance of protein acetylation in transcriptional control. The GCN5 family is the prototype for a diverse group of at least four distinct human HATs families. Although there is now a clear link between in vivo HAT catalytic activity and gene activation, little is known about the molecular mechanisms of histone acetylation. Herein, we report the first detailed biochemical study that probes the catalytic mechanism and the function of invariant glutamic acid 173 within the GCN5 family of HATs. Our results suggest that the HAT reaction involves the formation of a ternary complex (histones, acetyl-CoA, and enzyme) where the epsilon-amino group of histone lysine residues directly attacks the bound acetyl-CoA. The acetylation reaction requires deprotonation of the epsilon-amino group prior to nucleophilic attack. Employing site-directed mutagenesis, chemical modification, steady-state, and pH-dependent rate analysis, it is demonstrated that glutamic acid 173 is an essential catalytic residue, acting as a general base catalyst by deprotonating the histone substrate.
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Affiliation(s)
- K G Tanner
- Department of Biochemistry and Molecular Biology, Oregon Health Sciences University, Portland, Oregon 97201-3098, USA
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28
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Abstract
Expression of the yeast HO gene in late G1 of the cell cycle requires the SWI/SNF chromatin remodeling complex, the Gcn5p histone acetyltransferase, and two different sequence-specific transcriptional activators, Swi5p and Swi4p/Swi6p. We have used chromatin immunoprecipitation assays to investigate the role of each of these trans-acting factors in establishing a cell cycle-regulated domain of histone acetylation surrounding the HO upstream regulatory region. We detect a approximately 1-kb domain of H3 and H4 acetylation that is established in mid-G1, prior to and independent of HO transcription, which then declines with kinetics similar to inactivation of HO. This cell cycle burst of histone acetylation requires Gcn5p, SWI/SNF, and the Swi5p activator, but occurs in the absence of the Swi4p activator. We also find that inactivation of the Sin3p/Rpd3p deacetylase complex leads to a high level of acetylation at the HO locus throughout the cell cycle. We propose a sequential model for activation of HO in which the Swi5p-dependent recruitment of the Gcn5p acetyltransferase requires chromatin remodeling events by the SWI/SNF complex.
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Affiliation(s)
- J E Krebs
- Program in Molecular Medicine and Department of Biochemistry and Molecular Biology, University of Massachusetts Medical Center, Worcester, Massachusetts 01605, USA
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Abstract
Acetylation of internal lysine residues of core histone N-terminal domains has been found correlatively associated with transcriptional activation in eukaryotes for more than three decades. Recent discoveries showing that several transcriptional regulators possess intrinsic histone acetyltransferase (HAT) and deacetylase (HDAC) activities strongly suggest that histone acetylation and deacetylation each plays a causative role in regulating transcription. Intriguingly, several HATs have been shown an ability to acetylate nonhistone protein substrates (e.g., transcription factors) in vitro as well, suggesting the possibility that internal lysine acetylation of multiple proteins exists as a rapid and reversible regulatory mechanism much like protein phosphorylation. This article reviews recent developments in histone acetylation and transcriptional regulation. We also discuss several important, yet unanswered, questions.
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Affiliation(s)
- M H Kuo
- Department of Biology, University of Rochester, NY, USA
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Kuo MH, Zhou J, Jambeck P, Churchill ME, Allis CD. Histone acetyltransferase activity of yeast Gcn5p is required for the activation of target genes in vivo. Genes Dev 1998; 12:627-39. [PMID: 9499399 PMCID: PMC316582 DOI: 10.1101/gad.12.5.627] [Citation(s) in RCA: 368] [Impact Index Per Article: 14.2] [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: 10/31/1997] [Accepted: 12/29/1997] [Indexed: 02/06/2023]
Abstract
Gcn5p is a transcriptional coactivator required for correct expression of various genes in yeast. Several transcriptional regulators, including Gcn5p, possess intrinsic histone acetyltransferase (HAT) activity in vitro. However, whether the HAT activity of any of these proteins is required for gene activation remains unclear. Here, we demonstrate that the HAT activity of Gcn5p is critical for transcriptional activation of target genes in vivo. Core histones are hyperacetylated in cells overproducing functional Gcn5p, and promoters of Gcn5p-regulated genes are associated with hyperacetylated histones upon activation by low-copy Gcn5p. Point mutations within the Gcn5p catalytic domain abolish both promoter-directed histone acetylation and Gcn5p-mediated transcriptional activation. These data provide the first in vivo evidence that promoter-specific histone acetylation, catalyzed by functional Gcn5p, plays a critical role in gene activation.
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Affiliation(s)
- M H Kuo
- Department of Biology, University of Rochester, Rochester, New York 14627, USA
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Kuo MH, Nadeau ET, Grayhack EJ. Multiple phosphorylated forms of the Saccharomyces cerevisiae Mcm1 protein include an isoform induced in response to high salt concentrations. Mol Cell Biol 1997; 17:819-32. [PMID: 9001236 PMCID: PMC231808 DOI: 10.1128/mcb.17.2.819] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The Saccharomyces cerevisiae Mcm1 protein is an essential multifunctional transcription factor which is highly homologous to human serum response factor. Mcm1 protein acts on a large number of distinctly regulated genes: haploid cell-type-specific genes, G2-cell-cycle-regulated genes, pheromone-induced genes, arginine metabolic genes, and genes important for cell wall and cell membrane function. We show here that Mcm1 protein is phosphorylated in vivo. Several (more than eight) isoforms of Mcm1 protein, resolved by isoelectric focusing, are present in vivo; two major phosphorylation sites lie in the N-terminal 17 amino acids immediately adjacent to the conserved MADS box DNA-binding domain. The implications of multiple species of Mcm1, particularly the notion that a unique Mcm1 isoform could be required for regulation of a specific set of Mcm1's target genes, are discussed. We also show here that Mcm1 plays an important role in the response to stress caused by NaCl. G. Yu, R. J. Deschenes, and J. S. Fassler (J. Biol. Chem. 270:8739-8743, 1995) showed that Mcm1 function is affected by mutations in the SLN1 gene, a signal transduction component implicated in the response to osmotic stress. We find that mcm1 mutations can confer either reduced or enhanced survival on high-salt medium; deletion of the N terminus or mutation in the primary phosphorylation site results in impaired growth on high-salt medium. Furthermore, Mcm1 protein is a target of a signal transduction system responsive to osmotic stress: a new isoform of Mcm1 is induced by NaCl or KCl; this result establishes that Mcm1 itself is regulated.
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Affiliation(s)
- M H Kuo
- Department of Biochemistry and Biophysics, School of Medicine, University of Rochester, New York 14642, USA
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Kuo MH, Brownell JE, Sobel RE, Ranalli TA, Cook RG, Edmondson DG, Roth SY, Allis CD. Transcription-linked acetylation by Gcn5p of histones H3 and H4 at specific lysines. Nature 1996; 383:269-72. [PMID: 8805705 DOI: 10.1038/383269a0] [Citation(s) in RCA: 467] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The yeast transcriptional adaptor, Gcn5p, is a catalytic subunit of a nuclear (type A) histone acetyltransferase linking histone acetylation to gene activation. Here we report that Gcn5p acetylates histones H3 and H4 non-randomly at specific lysines in the amino-terminal domains. Lysine 14 of H3 and lysines 8 and 16 of H4 are highly preferred acetylation sites for Gcn5p. We also demonstrate that lysine 9 is the preferred position of acetylation in newly synthesized yeast H3 in vivo. This finding, along with the fact that lysines 5 and 12 in H4 are predominant acetylation sites during chromatin assembly of many organisms, indicates that Gcn5p acetylates a distinct set of lysines that do not overlap with those sites characteristically used by type B histone acetyltransferases for histone deposition and chromatin assembly.
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Affiliation(s)
- M H Kuo
- Department of Biology, University of Rochester, New York 14627, USA
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Kuo MH, Grayhack E. A library of yeast genomic MCM1 binding sites contains genes involved in cell cycle control, cell wall and membrane structure, and metabolism. Mol Cell Biol 1994; 14:348-59. [PMID: 8264602 PMCID: PMC358384 DOI: 10.1128/mcb.14.1.348-359.1994] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The Saccharomyces cerevisiae MCM1 protein, which is essential for viability, participates in both transcription activation and repression as well as DNA replication. However, neither the full network of genes at which MCM1 acts nor whether MCM1 itself mediates a regulatory response is known. Thus far, sites of MCM1 action have been identified by chance during analysis of particular genes. To identify a more complete set of genes on which MCM1 acts, we isolated a library of yeast genomic sequences to which MCM1 binds and then identified known genes within this library. Fragments of genomic DNA, bound to bacterially expressed MCM1 protein, were collected on a nitrocellulose filter, cloned, and analyzed. This selected library contains a large number of genes. As expected, it is enriched for strong MCM1 binding sites and contains cell-type-specific genes known to require MCM1. In addition, it also includes sequences upstream (or near the 5' end) of a number of identified yeast genes that have not yet been shown to be controlled by MCM1. These include genes whose products are involved in (i) the control of cell cycle progression (CLN3, CLB2, and FAR1), (ii) synthesis and maintenance of cell wall or cell membrane structures (PMA1, PIS1, DIT1,2, and GFA1), (iii) cellular metabolism (PCK1, MET2, and CCP1), and (iv) production of a secreted glycoprotein which is heat shock inducible (HSP150). The previously unidentified MCM1 binding site in the essential PMA1 gene is required for expression of a PMA1:lacZ fusion gene, providing evidence that one site is functionally important. We speculate that MCM1 coordinates decisions about cell cycle progression with changes in cell wall integrity and metabolic activity. The presence in the library of three genes involved in cell cycle progression reinforces the idea that one of the functions of MCM1 is indeed analogous to that of the mammalian serum response factor.
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Affiliation(s)
- M H Kuo
- Department of Biology, University of Rochester, New York 14627
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Abstract
Both the standard Bacillus thuringiensis kurstaki (HD-1) and the formulated commercial product resulted from this strain have shown limited pathogenicity against the tobacco cutworm (Spodoptera litura). However, two new isolates of Bacillus thuringiensis (K-2074 and K-2178) isolated from Taiwan have been identified through an active screening program to be highly pathogenic against the tobacco cutworm. In this paper, we present results of characterization and the pathogenicity of these two new isolates.
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Affiliation(s)
- V H Whitlock
- Agricultural Biotechnology Division, Development Center for Biotechnology, Taipei, Taiwan, Republic of China
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Shun JZ, Kuo MH, Yu RJ. [Determination of serum Mycoplasma pneumoniae antibodies and an intradermal hypersensitive test with its antigen in chronic obstructive pulmonary disease]. Zhonghua Nei Ke Za Zhi 1985; 24:139-41, 189. [PMID: 3924530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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