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Liang Y, Liu Z, Zuo D, Chen S, Chen J, Yan X, Liu P, Wang Q. Single cell glycan-linkages profiling for hepatocellular carcinoma early diagnosis using lanthanide encoded bacteriophage MS2 based ICP-MS. Talanta 2024; 274:126056. [PMID: 38599123 DOI: 10.1016/j.talanta.2024.126056] [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: 01/11/2024] [Revised: 04/01/2024] [Accepted: 04/04/2024] [Indexed: 04/12/2024]
Abstract
Early diagnosis is paramount for enhancing survival rates and prognosis in the context of malignant diseases. Hepatocellular carcinoma (HCC), the second leading cause of cancer-related deaths worldwide, poses significant challenges for its early detection. In this study, we present an innovative approach which contributed to the early diagnosis of HCC. By lanthanide encoding signal amplification to map glycan-linkages at the single-cell level, the minute quantities of "soft" glycan-linkages on single cell surface were converted into "hard" elemental tags through the use of an MS2 signal amplifier. Harnessing the power of lanthanides encoded within MS2, we achieve nearly three orders of magnitude signal amplification. These encoded tags are subsequently quantified using single-cell inductively coupled plasma mass spectrometry (SC-ICP-MS). Linear discriminant analysis (LDA) identifies seven specific glycan-linkages (α-2,3-Sia, α-Gal, α-1,2-Fuc, α-1,6-Fuc, α-2,6-Sia, α-GalNAc, and Gal-β-1,3-GalNAc) as biomarkers. Our methodology is initially validated at the cellular level with 100% accuracy in discriminating between hepatic carcinoma HepG2 cells and their normal HL7702 cells. We apply this approach to quantify and classify glycan-linkages on the surfaces of 55 clinical surgical HCC specimens. Leveraging these seven glycan-linkages as biomarkers, we achieve precise differentiation between 8 normal hepatic specimens, 40 early HCC specimens, and 7 colorectal metastasis HCC specimens. This pioneering work represents the first instance of employing single-cell glycan-linkages as biomarkers promising for the early diagnosis of HCC with a remarkable 100% predictive accuracy rate, which holds immense potential for enhancing the feasibility and precision of HCC diagnosis in clinical practice.
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Affiliation(s)
- Yong Liang
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China; Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, China.
| | - Zhen Liu
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Dongliang Zuo
- Department of Hepatobiliary Surgery, Zhongshan Hospital, Xiamen University, Fujian Provincial Key Laboratory for Chronic Liver Disease and Hepatocellular Carcinoma, Xiamen, 361004, China; The Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi, 445000, China
| | - Shi Chen
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Jianbin Chen
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Xiaowen Yan
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Pingguo Liu
- Department of Hepatobiliary Surgery, Zhongshan Hospital, Xiamen University, Fujian Provincial Key Laboratory for Chronic Liver Disease and Hepatocellular Carcinoma, Xiamen, 361004, China.
| | - Qiuquan Wang
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China.
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Zuo D, Li Y, Liu H, Liu D, Fang Q, Li P, Tu L, Xiong Y, Zeng Y, Liu P. Value of Non-tumoral Liver Volume in the Prognosis of Large Hepatocellular Carcinoma Patients After R0 Resection. J Clin Transl Hepatol 2023; 11:560-571. [PMID: 36969888 PMCID: PMC10037504 DOI: 10.14218/jcth.2022.00170] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 07/02/2022] [Accepted: 07/29/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND AND AIMS Hepatectomy is an effective treatment for selected patients with large hepatocellular carcinoma (HCC). This study aimed to develop a nomogram incorporating non-tumoral liver volume (non-TLV) and liver function markers to predict the patients' overall survival (OS) and disease-free survival (DFS). METHODS Data of 198 consecutive large HCC patients who underwent hepatectomy at the Zhongshan Hospital Xiamen University were collected. Another 68 patients from the Mengchao Hepatobiliary Surgery Hospital served as an external validation cohort. The nomograms were developed based on the independent prognostic factors screened by multivariate Cox regression analyses. Concordance index (C-index), calibration curves, and time-dependent receiver operating characteristic (ROC) curves were used to measure the discrimination and predictive accuracy of the models. RESULTS High HBV DNA level, low non-TLV/ICG, vascular invasion, and a poorly differentiated tumor were confirmed as independent risk factors for both OS and DFS. The model established in this study predicted 5-year post-operative survival and DFS in good agreement with the actual observation confirmed by the calibration curves. The C-indexes of the nomograms in predicting OS and DFS were 0.812 and 0.823 in the training cohort, 0.821 and 0.846 in the internal validation cohort, and 0.724 and 0.755 in the external validation cohort. The areas under the ROC curves (AUCs) of nomograms for predicted OS and DFS at 1, 3, and 5 year were 0.85, 0.86, 0.83 and 0.76, 0.76, 0.63, respectively. CONCLUSIONS Nomograms with non-TLV/ICG predicted the prognosis of single large HCC patients accurately and effectively.
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Affiliation(s)
- Dongliang Zuo
- Department of Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Yuntong Li
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
| | - Hongzhi Liu
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Surgery Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Dongxu Liu
- Public Health Clinical Center of Chengdu, Chengdu, Sichuan, China
| | - Qinliang Fang
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
| | - Pengtao Li
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
| | - Liang Tu
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
| | - Yu Xiong
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
| | - Yongyi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Surgery Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Correspondence to: Pingguo Liu, Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, 201 Hubin South Rd., Xiamen, Fujian 361001, China. Tel/Fax: +86-592-2993141, E-mail: ; Yongyi Zeng, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, Fujian 350025, China. Tel/Fax: +86-591-8370-5927, E-mail:
| | - Pingguo Liu
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, Fujian, China
- Correspondence to: Pingguo Liu, Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, 201 Hubin South Rd., Xiamen, Fujian 361001, China. Tel/Fax: +86-592-2993141, E-mail: ; Yongyi Zeng, Mengchao Hepatobiliary Hospital of Fujian Medical University, Xihong Road 312, Fuzhou, Fujian 350025, China. Tel/Fax: +86-591-8370-5927, E-mail:
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Zhang J, Zhou Y, Zuo D, Yang L, Yan X, Liu P, Wang Q. Quantification of active selenols in cells: a selenol-specific recognition europium-switched signal-amplification ICP-MS approach. Anal Bioanal Chem 2021; 414:257-263. [PMID: 34897566 DOI: 10.1007/s00216-021-03772-z] [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: 07/16/2021] [Revised: 10/29/2021] [Accepted: 11/03/2021] [Indexed: 11/30/2022]
Abstract
Selenium (Se) is a mysterious thus tempting element playing a dual bio-chemical function, mainly through selenol, during life processes. Quantification of the selenols is thus of great significance for understanding the biological roles of Se, but remains a big challenge. Herein we report a selenol-specific recognition-mediated and europium (Eu) signal-switched amplification inductively coupled plasma mass spectrometry (ICP-MS) approach for quantifying the free active selenols (act-SeH) in cells. A bifunctional molecule, 2,4-dinitrobenzenesulfonyl-piperidin-4-yl-1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic europium (DNBS-DOTA-Eu), was designed and synthesized for the specific recognition and highly sensitive quantification of act-SeH via switching Se to more sensitive Eu ICP-MS signals. The limit of detection (LOD, 3σ) of 3.41 pg/mL (22.43 pmol/L), corresponding to the absolute mass LOD of 6.82 ag act-SeH per cell, is almost 25 times lower than 83.76 pg/mL (1.06 nmol/L), 167.52 ag, when monitoring 80Se. The results indicate that act-SeH in the selenite-precultured cancerous HepG2 and paracancerous HL7702 cells are 0.090 ± 0.002 pg/cell (n = 7) and 0.021 ± 0.006 pg/cell (n = 7), more than 4.28 times higher in HepG2 than in HL7702. Preliminary application of this approach to the cells from real hepatic tissue samples suggested that act-SeH has a positive relationship with the degree of hepatic disease. act-SeH in cells appears to be a very promising relevant index for understanding the biochemical functions of Se, besides the total Se in cells and blood serum and/or plasma.
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Affiliation(s)
- Jiaxuan Zhang
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Yang Zhou
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Dongliang Zuo
- Department of Hepatobiliary Surgery, Fujian Provincial Key Laboratory for Chronic Liver Disease and Hepatocellular Carcinoma, Zhong Shan Hospital Xiamen University, Xiamen, 361004, China
| | - Limin Yang
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China.
| | - Xiaowen Yan
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
| | - Pingguo Liu
- Department of Hepatobiliary Surgery, Fujian Provincial Key Laboratory for Chronic Liver Disease and Hepatocellular Carcinoma, Zhong Shan Hospital Xiamen University, Xiamen, 361004, China
| | - Qiuquan Wang
- Department of Chemistry & the MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China.
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Zhang E, Yu C, Tang H, Li Y, Zuo D, Yang R, Ma C, Miao J, Liu P, Su X. Organelle-Partitioned Sugar-Rhodamine Diad for In Vivo Tumor Imaging. ACS Omega 2020; 5:19014-19019. [PMID: 32775903 PMCID: PMC7408233 DOI: 10.1021/acsomega.0c02323] [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] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 06/25/2020] [Indexed: 06/11/2023]
Abstract
Current tumor imaging agents are often limited by their liability to dissipate from tumor tissues. As cell sugar sorting enables exogenous sugars to be delivered into predetermined subcellular locations, we synthesized sialic acid (Sia) derivatives with rhodamine-X conjugated at C-9 (ROXSia), which hitchhikes cell sialic acid sorting to target tumor cell lysosomes, exhibiting pH-independent long-term probe retention in lysosomes. ROXSia gives selective, bright, and endured fluorescence signals in subcutaneous tumors and orthotopic tumors in mice models. These results indicate the potential of ROXSia as a lysosome-targeted optical agent for fluorescence-guided tumor resection.
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Affiliation(s)
- Enkang Zhang
- Department
of Hepatobiliary Surgery, Zhongshan Hospital
Xiamen University; Key Laboratory for Chronic Liver Disease and Hepatocellular
Carcinoma of Fujian Province, Xiamen 361004, China
| | - Chaozhang Yu
- Department
of Hepatobiliary Surgery, Key Laboratory for Chronic Liver Disease
and Hepatocellular Carcinoma of Fujian Province, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Hui Tang
- Department
of Nuclear Medicine, Zhongshan Hospital
Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Yuntong Li
- Department
of Hepatobiliary Surgery, Key Laboratory for Chronic Liver Disease
and Hepatocellular Carcinoma of Fujian Province, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Dongliang Zuo
- Department
of Hepatobiliary Surgery, Key Laboratory for Chronic Liver Disease
and Hepatocellular Carcinoma of Fujian Province, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Rongshui Yang
- Department
of Nuclear Medicine, Zhongshan Hospital
Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Chao Ma
- Department
of Nuclear Medicine, Zhongshan Hospital
Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Jiayin Miao
- Department
of Neurology, Zhongshan Hospital, Xiamen
University, 201 Hubin South Road, Xiamen 361004, China
| | - Pingguo Liu
- Department
of Hepatobiliary Surgery, Key Laboratory for Chronic Liver Disease
and Hepatocellular Carcinoma of Fujian Province, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Xiamen 361004, China
| | - Xinhui Su
- Department
of Nuclear Medicine, Zhongshan Hospital
Xiamen University, 201 Hubin South Road, Xiamen 361004, China
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Sun P, Zuo D, Wang X, Han J, Heaven MC. Investigation of dual-wavelength pump schemes for optically pumped rare gas lasers. Opt Express 2020; 28:14580-14589. [PMID: 32403496 DOI: 10.1364/oe.392810] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 04/22/2020] [Indexed: 06/11/2023]
Abstract
Optically pumped rare gas lasers (OPRGLs) have shown great potential to generate high energy laser radiation with high beam quality. As an alternative to the diode-pumped alkali vapor lasers (DPALs), they have similar working principles and characteristics, but OPRGLs have the advantage that the gain medium is chemically inert and is appropriate for closed-cycle operation. One of the challenges OPRGLs are faced with is the bottleneck caused by the slow 1s4-1s5 collisional relaxations at room temperature. A 1s4-2p10 dual-wavelength pump method had been proposed to transfer the populations pooled on the 1s4 level to the lasing cycle using a steady-state laser model. We explored this method further through 1s4-2p8 and 1s4-2p7 dual-wavelength pump schemes. The enhancement efficiencies at room temperature for a repetitively pulsed discharge, CW dual-wavelength pump system were examined using a dynamic model, and an experiment with a pulsed secondary pump was conducted for qualitative evaluations.
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Martinez Ramirez C, Kuasne H, Park M, Zuo D, Kleinman C, Yang Y, Blanchet-Cohen A, Savage P, Ragoussis J. Single-cell RNA sequencing of triple negative breast cancer patient-derived xenograft reveals distinct cellular populations spatially mapped to histological sections. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy304.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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7
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Gruosso T, Gigoux M, Bertos N, Manem VS, Zuo D, Saleg SM, Souleimanova M, Zhao H, Johnson RM, Monette A, Muñoz Ramos V, Hallett MT, Stagg J, Lapointe R, Omeroglu A, Meterissian S, Buisseret L, Van den Eyden G, Salgado R, Guiot MC, Haibe-Kains B, Park M. Abstract PD6-05: Distinct tumor microenvironments stratify triple negative breast cancer into immune subtypes. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-pd6-05] [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
Background:
Triple negative breast cancer (TNBC) are especially difficult to treat effectively. While only 20-30% of TNBC patients respond to chemotherapy in the neoadjuvant setting, overall outcome remains poor for non-responding patients. Engaging the immune system promises optimal personalized cancer therapy as mounting evidence suggests that immune-checkpoint inhibitor immunotherapies may become a therapeutic option for TNBC patients. The presence of CD8+ T cells, a crucial component of the cytotoxic arm of the adaptive immune response, is associated with good clinical outcome in TNBC patients. Specifically, it is the efficient CD8+ T cell invasion and infiltration in the tumor that is associated with good outcome. On the other hand, some tumors accumulate CD8+ T cells in the tumor-associated stroma with poor infiltration in the tumor epithelium. These patients show poor outcome. As CD8+ T cell infiltration in the tumor is a crucial step to mount an efficient anti-tumor response, we thus wondered how the tumor microenvironment affects CD8+ T cell invasion into the tumor epithelial compartment of the TNBC tumors.
Methods:
To identify potential stroma-dependent mechanisms that potentiate or inhibit CD8+ T cells invasion into the tumor epithelium, we coupled analysis of spatial patterns of CD8+ T cell localization by Immunohistochemistry (IHC) andperformed gene expression profiling of laser-capture microdissected tumor-associated stroma (as well as matched epithelium and bulk tumor) from 38 TNBC chemotherapy-naive primary cases. GSEA-based Metasignatures were derived from bulk tumor gene expression data from our cohort. To investigate the compartment of origin of the pathways identified via the Metasignatures, the (LCM)-derived tumor stromal and epithelial gene expression were analyzed.
Results:
CD8+ T cell quantification in different compartments of the tumor identify 3 main subgroups of TNBC based on CD8+ T cell localization. Importantly we developed a 2-step classification scheme based on CD8+ T cell localization. We developed metasignatures following our 2 steps classification and identified key bulk tumor metasignatures that showed prognostic value in an independent cohort. In addition the matched LCM gene expression from the tumor epithelium and stromal compartments allowed us to identify the compartment of origin.
Importantly, while 1 group of TNBC tumor was showing a significant anti-tumor response, the 2 other groups showed absence of such environment. The 2 non inflamed immune subtypes showed distinct phenotypes and biologies associated with poor anti-tumor response that we validated by immunohistochemistry and fluorescence. These results highlight different potential mecanisms that lead to immune evasion and allow us to stratify TNBC into immune subgroups.
Citation Format: Gruosso T, Gigoux M, Bertos N, Manem VS, Zuo D, Saleg SM, Souleimanova M, Zhao H, Johnson RM, Monette A, Muñoz Ramos V, Hallett MT, Stagg J, Lapointe R, Omeroglu A, Meterissian S, Buisseret L, Van den Eyden G, Salgado R, Guiot M-C, Haibe-Kains B, Park M. Distinct tumor microenvironments stratify triple negative breast cancer into immune subtypes [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr PD6-05.
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Affiliation(s)
- T Gruosso
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Gigoux
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - N Bertos
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - VS Manem
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - D Zuo
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - SM Saleg
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Souleimanova
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - H Zhao
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - RM Johnson
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - A Monette
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - V Muñoz Ramos
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - MT Hallett
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - J Stagg
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - R Lapointe
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - A Omeroglu
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - S Meterissian
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - L Buisseret
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - G Van den Eyden
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - R Salgado
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M-C Guiot
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - B Haibe-Kains
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - M Park
- Goodman Cancer Research Center, McGill University, Montreal, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada; 7Centre de Recherche du Centre Hospitalier de l'Université de Montréal et Institut du Cancer de Montréal, Montreal, Canada; McGill University Health Centre and McGill University, Montreal, Canada; Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
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8
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Gruosso T, Gigoux M, Bertos N, Zuo D, Manem V, Monette A, Lapointe R, Haibe-Kains B, Park M. Abstract P4-03-08: Mechanisms of CD8+ T cell immunosuppression in triple negative breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p4-03-08] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Triple negative breast cancer (TNBC), defined as tumors lacking expression of the estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2), are especially difficult to treat effectively. While ER+ and HER2+ breast cancer subtypes can be treated with Tamoxifen and Herceptin, respectively, there are no targeted therapies for TNBC patients. Furthermore, while only 20-30% of TNBC patients respond to chemotherapy in the neoadjuvant setting, overall outcome remains poor for non-responding patients. However, mounting evidence suggests that immune-checkpoint inhibitor immunotherapies may be especially promising for TNBC patients. We and others have shown that the presence of CD8+ T cells, a crucial component of the cytotoxic arm of the adaptive immune response, is a sign of good clinical outcome in TNBC patients. However, good outcome only correlates with CD8 +T cell invasion of the tumor parenchyma. Some patients had an accumulation of CD8+ T cells in the surrounding tumor-associated stroma, but not the tumor epithelia, and these patients responded as poorly as patients with no CD8 T cells at all. Yet how cancer associated fibroblasts (CAFs), the dominant cell type of the tumor-associated stroma, affects CD8+ T cell invasion into the tumor epithelia is still poorly understood. To identify potential stroma-dependent mechanisms which potentiate or inhibit CD8+ T cells invasion into the tumor epithelia, we performed gene expression profiling of laser-capture microdissected tumor-associated stroma (and matched epithelia) from 38 TNBC cases. Here we identify several stromal and epithelial canonical pathways as well as biomarkers that are associated with and may explain the accumulation of CD8 T cells outside of the tumor epithelia.
Citation Format: Gruosso T, Gigoux M, Bertos N, Zuo D, Manem V, Monette A, Lapointe R, Haibe-Kains B, Park M. Mechanisms of CD8+ T cell immunosuppression in triple negative breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P4-03-08.
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Affiliation(s)
- T Gruosso
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - M Gigoux
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - N Bertos
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - D Zuo
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - V Manem
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - A Monette
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - R Lapointe
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - B Haibe-Kains
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
| | - M Park
- Goodman Cancer Research Center, McGill University; Princess Margaret Cancer Centre, University Health Network; Laboratoire d'Immuno-Oncologie, ICM, Université de Montréal/CHUM Research Center (CRCHUM)
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9
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Savage P, Saleh SMI, Wang YC, Revil T, Badescu D, Liu L, Iacucci E, Zuo D, Bertos N, Munoz-Ramos V, Asselah J, Meterissian S, Omeroglu A, Hébert S, Kleinman C, Park M, Ragoussis J. Abstract P1-06-11: A targetable EGFR-driven tumor-initiating program in breast cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-06-11] [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
Background: Inter- and intra-tumour heterogeneity underlies variability in therapeutic response. Although targeting of the epidermal growth factor receptor (EGFR) in breast cancer has failed to demonstrate clinical efficacy at the population level, complete and durable responses have been reported at low frequencies. The molecular determinants of these responses are unknown, but are of importance in the era of precision medicine.
Results: We performed a patient-derived xenograft (PDX) clinical trial with gefitinib in a breast cancer PDX cohort. Consistent with clinical trial data, gefitinib exhibited limited efficacy across most models. One PDX, however, demonstrated a complete and durable (>6 months) clinical response, and was subject to deep molecular profiling to identify determinants of response. Exome sequencing revealed no single nucleotide variants or copy number alterations in EGFR pathway members. EGFR was differentially expressed between the two major cellular subpopulations identified by single-cell RNAseq and this cellular heterogeneity in EGFR expression was validated immunohistochemically. Fluorescence-activated cell sorting of the EGFRhi subpopulation revealed cells with enhanced stem-like properties, including ALDH activity, sphere-forming capacity in vitro, ability to form tumours in vivo and seeding lung micrometastases from orthotopically transplanted tumours. Tumourspheres derived from EGFRhi cells developed into mixed EGFRhi and EGFRlo subpopulations, as did macrometastases, supporting that EGFRhi subpopulation can self-renew and re-populate. Analysis of expressed SNVs in the single-cell RNAseq data, filtered by variants identified from exome sequencing, showed no clonal segregation, supporting a non-clonal origin of the functionally distinct EGFRhi and EGFRlo subpopulations. This EGFR-driven tumour initiating cell program was observed in independent PDX models, some which showed growth inhibition in response to gefitinib.
Conclusions: Using bulk and single-cell genomic profiling, we identified and functionally validated an EGFR-driven tumour-initiating program in a subset of aggressive breast tumours, which may be predictive of gefitinib sensitivity. This contradicts traditional beliefs that good therapeutic targets are homogenously expressed, in that we show that a target displaying intra-tumour heterogeneity can be effective so long that it is expressed in the tumour-initiating population.
Citation Format: Savage P, Saleh SMI, Wang Y-C, Revil T, Badescu D, Liu L, Iacucci E, Zuo D, Bertos N, Munoz-Ramos V, Asselah J, Meterissian S, Omeroglu A, Hébert S, Kleinman C, Park M, Ragoussis J. A targetable EGFR-driven tumor-initiating program in breast cancer [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P1-06-11.
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Affiliation(s)
- P Savage
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - SMI Saleh
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - Y-C Wang
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - T Revil
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - D Badescu
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - L Liu
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - E Iacucci
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - D Zuo
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - N Bertos
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - V Munoz-Ramos
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - J Asselah
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - S Meterissian
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - A Omeroglu
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - S Hébert
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - C Kleinman
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - M Park
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - J Ragoussis
- Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada; Genome Québec Innovation Centre, McGill University, Montreal, QC, Canada; McGill University Health Centre, Montreal, QC, Canada; Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
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10
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Zou Z, Zuo D, Yang J, Fan H. The ANXA1 released from intestinal epithelial cells alleviate DSS-induced colitis by improving NKG2A expression of Natural Killer cells. Biochem Biophys Res Commun 2016; 478:213-220. [DOI: 10.1016/j.bbrc.2016.07.066] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 07/16/2016] [Indexed: 01/08/2023]
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11
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Wang LM, Lv WW, Zuo D, Dong ZJ, Zhao YL. Characteristics of Cyclin B and its potential role in regulating oogenesis in the red claw crayfish (Cherax quadricarinatus). Genet Mol Res 2015; 14:10786-98. [PMID: 26400307 DOI: 10.4238/2015.september.9.17] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Cyclin B is a regulatory subunit of maturation-promoting factor (MPF), which has a key role in the induction of meiotic maturation of oocytes. MPF has been studied in a wide variety of animal species; however, its expression in crustaceans is poorly characterized. In this study, the complete cDNA sequence of Cyclin B was cloned from the red claw crayfish, Cherax quadricarinatus, and its spatiotemporal expression profiles were analyzed. Cyclin B cDNA (1779 bp) encoded a 401 amino acid protein with a calculated molecular weight of 45.1 kDa. Quantitative real-time PCR demonstrated that Cyclin B mRNA was expressed mainly in the ovarian tissue and that the expression decreased as the ovaries developed. Immunofluorescence analysis revealed that the Cyclin B protein relocated from the cytoplasm to the nucleus during oogenesis. These findings suggest that Cyclin B plays an important role in gametogenesis and gonad development in C. quadricarinatus.
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Affiliation(s)
- L M Wang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, China
| | - W W Lv
- Life Science College, East China Normal University, Shanghai, China
| | - D Zuo
- Life Science College, East China Normal University, Shanghai, China
| | - Z J Dong
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, China
| | - Y L Zhao
- Life Science College, East China Normal University, Shanghai, China
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12
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Wang X, Zuo D, Chen Y, Li W, Liu R, He Y, Ren L, Zhou L, Deng T, Wang X, Ying G, Ba Y. Shed Syndecan-1 is involved in chemotherapy resistance via the EGFR pathway in colorectal cancer. Br J Cancer 2014; 111:1965-76. [PMID: 25321193 PMCID: PMC4229635 DOI: 10.1038/bjc.2014.493] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [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] [Revised: 07/30/2014] [Accepted: 08/13/2014] [Indexed: 01/03/2023] Open
Abstract
Background: Syndecan-1 (Sdc-1) shedding induced by matrix metalloproteinase-7 (MMP-7) and additional proteases has an important role in cancer development. However, the impact of Sdc-1 shedding on chemotherapeutic resistance has not been reported. Methods: We examined Sdc-1 shedding in colorectal cancer by enzyme-linked immunosorbent assay (ELISA), Dot blot, reverse transcription-PCR (RT-PCR), immunohistochemistry and so on, its impact on chemotherapeutic sensitivity by collagen gel droplet embedded culture-drug sensitivity test (CD-DST) and MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide), and potential mechanisms of action by Dot blot, western blot and immunofluorescence. Results: Sdc-1 shedding was increased in colorectal cancer patients, Sdc-1 serum levels in postoperative patients were lower than in preoperative patients, but still higher than those observed in healthy adults. Patients with high preoperative Sdc-1 serum levels were less responsive to 5-Fluorouracil, Oxaliplatin, Irintecan, Cisplatin or Paclitaxel chemotherapy. Moreover, the disease-free survival of patients with high preoperative Sdc-1 serum levels was significantly poorer. The possible mechanism of chemotherapy resistance in colorectal cancer can be attributed to Sdc-1 shedding, which enhances EGFR phosphorylation and downstream signalling. Conclusions: Shed Sdc-1 is involved in chemotherapy resistance via the EGFR pathway in colorectal cancer, and Sdc-1 serum levels could be a new prognostic marker in colorectal cancer.
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Affiliation(s)
- X Wang
- Key Laboratory of Cancer Prevention and Therapy, Department of Gastrointestinal Oncology, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - D Zuo
- Key Laboratory of Cancer Prevention and Therapy, Department of Clinical Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Y Chen
- Guangdong Provincial Key Laboratory of Gastroenterology, Department of Digestive Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - W Li
- Department of Cardiovascular Medicine, Tianjin Chest Hospital, Tianjin 300000, China
| | - R Liu
- Key Laboratory of Cancer Prevention and Therapy, Department of Gastrointestinal Oncology, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Y He
- Department of Hepatology and Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - L Ren
- Key Laboratory of Cancer Prevention and Therapy, Department of Clinical Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - L Zhou
- Key Laboratory of Cancer Prevention and Therapy, Department of Gastrointestinal Oncology, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - T Deng
- Key Laboratory of Cancer Prevention and Therapy, Department of Gastrointestinal Oncology, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - X Wang
- Guangdong Provincial Key Laboratory of Gastroenterology, Department of Digestive Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - G Ying
- Laboratory of Cancer Cell Biology, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Y Ba
- Key Laboratory of Cancer Prevention and Therapy, Department of Gastrointestinal Oncology, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
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13
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Zhang BH, Liu J, Zhou QX, Zuo D, Wang Y. Analysis of differentially expressed genes in ductal carcinoma with DNA microarray. Eur Rev Med Pharmacol Sci 2013; 17:758-766. [PMID: 23609359] [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] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
AIM The aim of this study is to investigate the dysregulated biological functions that play important role in the occurrence and development of breast invasive ductal carcinoma (IDC). MATERIALS AND METHODS We downloaded the gene expression profile data from gene expression omnibus (GEO) database, including 42 disease samples and 143 adjacent histological normal samples. Significance analysis of microarrays (SAM) was employed to identify differentially expressed genes (DEGs) between the normal and disease samples. Gene ontology (GO) function enrichment analysis was based on Software DAVID, followed by KEGG pathway enrichment analysis. TRANSFAC database and HPRD database were employed to construct the transcriptional regulatory network (Tnet) and protein-protein interaction (PPI) network, respectively. RESULTS We got a total of 1769 genes significantly differentially expressed, including 907 up-regulated genes and 862 down-regulated genes. Functional analysis revealed that hormone-responsive genes are related with the occurrence of cancer. Then, we successfully constructed IDC-specific Tnet and PPI network with DEGs response to hormone and obtained some hub genes, such as FOS and PIK3R1, in these networks. Besides, ten modules were found in these networks. CONCLUSIONS Hormone-responsive genes and modules may play an important role in the occurrence and development of IDC. Based on the findings above, we got a preliminary understand of the occurrence, development and metastasis of the IDC and possibly provided effective information on the biogenesis of IDC.
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Affiliation(s)
- B-H Zhang
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences, School of Life Sciences, East China Normal University, Shanghai, P.R. China.
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14
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Pontier SM, Huck L, White DE, Rayment J, Sanguin-Gendreau V, Hennessy B, Zuo D, St-Arnaud R, Mills GB, Dedhar S, Marshall CJ, Muller WJ. Integrin-linked kinase has a critical role in ErbB2 mammary tumor progression: implications for human breast cancer. Oncogene 2010; 29:3374-85. [PMID: 20305688 DOI: 10.1038/onc.2010.86] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Elevated expression of the integrin-linked kinase (ILK) has been observed in a variety of cancers and has been further correlated with poor clinical outcome. Here, we show that mammary epithelial disruption of ILK results in a profound block in mammary tumor induction. Consistent with these observations, inhibition of ILK function in ErbB2-expressing cells with small molecule inhibitor or RNA interference resulted in profound block in their in vitro invasive properties due to the induction of apoptotic cell death. The rare ILK-deficient tumors that eventually arose overcame this block in tumor induction by an upregulation of ErB3 phosphorylation. These observations provide direct evidence that ILK has a critical role in the initiation phase of ErbB2 tumor induction.
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Affiliation(s)
- S M Pontier
- Department of Medicine, McGill University, Montreal, Quebec, Canada
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15
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Mak HHL, Peschard P, Lin T, Naujokas MA, Zuo D, Park M. Oncogenic activation of the Met receptor tyrosine kinase fusion protein, Tpr-Met, involves exclusion from the endocytic degradative pathway. Oncogene 2007; 26:7213-21. [PMID: 17533376 DOI: 10.1038/sj.onc.1210522] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [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: 01/21/2023]
Abstract
Multiple mechanisms of dysregulation of receptor tyrosine kinases (RTKs) are observed in human cancers. In addition to gain-of-function, loss of negative regulation also contributes to oncogenic activation of RTKs. Negative regulation of many RTKs involves their internalization and degradation in the lysosome, a process regulated through ubiquitination. RTK oncoproteins activated following chromosomal translocation, are no longer transmembrane proteins, and are predicted to escape lysosomal degradation. To test this, we used the Tpr-Met oncogene, generated following chromosomal translocation of the hepatocyte growth factor receptor (Met). Unlike Met, Tpr-Met is localized in the cytoplasm and also lacks the binding site for Cbl ubiquitin ligases. We determined whether subcellular localization of Tpr-Met, and/or loss of its Cbl-binding site, is important for oncogenic activity. Presence of a Cbl-binding site and ubiquitination of cytosolic Tpr-Met oncoproteins does not alter their transforming activity. In contrast, plasma membrane targeting allows Tpr-Met to enter the endocytic pathway, and Tpr-Met transforming activity as well as protein stability are decreased in a Cbl-dependent manner. We show that transformation by Tpr-Met is in part dependent on its ability to escape normal downregulatory mechanisms. This provides a paradigm for many RTK oncoproteins activated following chromosomal translocation.
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Affiliation(s)
- H H L Mak
- Molecular Oncology Group, McGill University Health Centre, Montreal, Quebec, Canada
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Abstract
OBJECTIVES Local anesthetics containing adrenaline, which often cause cardiovascular side effects, are routinely used in functional endoscopic sinus surgery (FESS) for the main purpose of hemostasis. The controversies concerning hemodynamic effects of adrenaline in local infiltration are widely discussed, but there is no definite conclusion. A prospective, randomized, double-blinded study was carried out to discover the hemodynamic effects after local infiltration of 1:200,000 adrenaline contained in 2% lidocaine under general anesthesia. STUDY DESIGN Seventy-six adult patients undergoing FESS during general anesthesia were allocated randomly into three groups. Group I patients (n = 26) received 2% lidocaine 2 mL with adrenaline (1:200,000), group II patients (n = 25) received saline 2 mL with adrenaline (1:200,000), and group III patients (control group, n = 25) received saline 2 mL without adrenaline for local infiltration. Electrocardiogram (ECG) and heart rate (HR) were monitored simultaneously; systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean arterial blood pressure (MAP) were directly measured in radial artery continuously after local infiltration. METHODS SBP, DBP, MAP, and HR were recorded at 10 time points: before infiltration (baseline), 0.5 minutes, 1 minute, 1.5 minutes, 2 minutes, 2.5 minutes, 3 minutes, 3.5 minutes, 4 minute, and 5 minutes after infiltration. RESULTS Significant hemodynamic changes, particularly hypotension (P < .01), after local infiltration were observed in group I and group II compared with the baseline, but not in group III. However, there were no significant hemodynamic changes between group I and group II at the same time points (P > .05). The significant hemodynamic changes lasted no longer than 4 minutes. CONCLUSIONS Lidocaine (2%) or saline with adrenaline (1:200,000) does cause temporary hypotension and other hemodynamic changes during general anesthesia, which last no longer than 4 minutes. The causative mechanism is caused by the effect of adrenaline. This is a preliminary study.
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Affiliation(s)
- J J Yang
- Medical School of Nanjing University and Department of Anesthesiology, Jinling Hospital, Nanjing 210002, People's Republic of China
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Zuo D. Acid–base properties of NiW/Al2O3 sulfided catalysts: relationship with hydrogenation, isomerization and hydrodesulfurization reactions. ACTA ACUST UNITED AC 2004. [DOI: 10.1016/j.molcata.2003.10.018] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Bioukar EB, Marricco NC, Zuo D, Larose L. Serine phosphorylation of the ligand-activated beta-platelet-derived growth factor receptor by casein kinase I-gamma2 inhibits the receptor's autophosphorylating activity. J Biol Chem 1999; 274:21457-63. [PMID: 10409710 DOI: 10.1074/jbc.274.30.21457] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [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: 11/06/2022] Open
Abstract
Platelet-derived growth factor (PDGF) receptors (PDGFRs) are membrane protein-tyrosine kinases that, upon activation, become tyrosine-phosphorylated and associate with numerous SH2 domain-containing molecules involved in mediating signal transduction. In Rat-2 fibroblasts, we have characterized the phosphorylation of the beta-PDGFR following its activation by PDGF. In contrast to tyrosine phosphorylation, which was transient and returned to near basal levels by 30 min, PDGF-stimulated Ser/Thr phosphorylation of the beta-PDGFR was increased by 5 min and remained elevated after 30 min. In vivo, after 5 min of PDGF stimulation, serine phosphorylation of the beta-PDGFR was greatly reduced by CKI-7, a specific inhibitor of casein kinase I (CKI). In vitro, recombinant CKI-gamma2 phosphorylated the ligand-activated beta-PDGFR on serine residues in a CKI-7-sensitive manner and resulted in a marked inhibition of the receptor's autophosphorylating activity. Furthermore, in Rat-2 fibroblasts, expression of hemagglutinin epitope-tagged active CKI-gamma2 resulted in a dramatic decrease in the tyrosine phosphorylation state of the beta-PDGFR in response to PDGF, consistent with receptor inactivation. Our data suggest that upon PDGF stimulation, CKI-gamma2 is activated and/or translocated in proximity to the beta-PDGFR, whereby it phosphorylates the beta-PDGFR on serine residues and negatively regulates its tyrosine kinase activity, leading to receptor inactivation.
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Affiliation(s)
- E B Bioukar
- Polypeptide Laboratory, Department of Experimental Medicine, McGill University, Montreal, Quebec H3A 2B2, Canada
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Zuo D, Fang Z, Zheng W. [Clinical analysis of spontaneous perforation of abdominal viscera in patients with severe viral hepatitis]. Hunan Yi Ke Da Xue Xue Bao 1998; 22:262-4. [PMID: 9868131] [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] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Eight out of 246 patients with severe viral hepatitis were complicated with spontaneous abdominal viscera perforation. The eight patients all had serious digestive symptoms, orange green colour in skin, swollen abdomen with ascites, abdominal pain. All cases were diagnosed by liver function examination, colour ultrasonography, x-ray examination, abdominal puncture and one case by operation. Among these 8 cases, 3 cases had perfornation of stomach, 3 cases had perforation of gall bladder and 2 cases had perforation of small intestine. Though emergancy treatment had been applied, only one case was saved.
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Affiliation(s)
- D Zuo
- Changsha Hospital of Infectious Diseases
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Fang Z, Zuo D, Qian H. [Cell-mediated and humoral immunity in human rabies]. Hunan Yi Ke Da Xue Xue Bao 1998; 22:279-80. [PMID: 9868138] [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: 02/09/2023]
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Hu B, Zuo D, Yang C, Wu Y, Zhu B, Xu Y, Qi J, Wang J, Zhou X. [Effects of antisense oligodeoxynucleotides targeting multidrug resistance gene on resistant cell line K562/ AO2]. Zhonghua Xue Ye Xue Za Zhi 1997; 18:425-8. [PMID: 15625850 DOI: pmid/15625850] [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] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To investigate the reversal effect of antisense oligodeoxynucleotide on human multidrug-resistant leukemic cell line K562/AO2. METHODS Antisense oligodeoxynucleotides (AOD) targeting-6 approximately 9 sites of exon 2 in human multidrug resistance gene(mdr-1), one of which is sequence-strict-complied and linked with polyethyleneglycol (PEG) at 5' end (AP, 15 mer), the other lacks nucleotide complied site-1 (AP', 14mer), were synthesized. AP, AP' and verapamil were simultaneously added to human mdr-1-mRNA positive leukemia cell line K562/AO2 and, mdr-1-mRNA and p170 were detected. AS' and AP'were labelled by FITC and designated as ASF' and APF', respectively. In addition, the intracellular concentration of them was detected by FACS. RESULTS AP' significantly enhanced the sensitivity of K562/AO2 to DOX, down-regulated the expression of mdr-1 and MRP-mRNA and p170, elevated the intracellular concentration of the two AOD, while AP had no effect. The uptake of APF' was significantly higher than that of ASF' in K562/AO2, and the fluorescence was observed in the plasma and nuclear of K562/AO2 cells. CONCLUSION (AOD targeting mdr-1 promoted the drug sensitivity of drug-resistant tumor cells. 2 AOD had no cytotoxicity to tumor cells. 5 Low molecule PEG enhanced significantly the uptake of AOD by tumor cells.
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Affiliation(s)
- B Hu
- Beijing Tong Ren Hospital, Capital Medical University, Beijing 100730
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Fang J, Zuo D, Yu PH. Comparison of cytotoxicity of a quaternary pyridinium metabolite of haloperidol (HP+) with neurotoxin N-methyl-4-phenylpyridinium (MPP+) towards cultured dopaminergic neuroblastoma cells. Psychopharmacology (Berl) 1995; 121:373-8. [PMID: 8584620 DOI: 10.1007/bf02246077] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Haloperidol has recently been found to be metabolized to its pyridinium ion (HP+). This conversion of haloperidol to HP+ appears to be similar to the activation of the dopaminergic neurotoxin N-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) to N-methyl-4-phenyl pyridinium ion (MPP+). MPP+ is responsible for the damage of striatal dopaminergic neurons induced by MPTP in humans and animals. It seemed sensible to investigate whether or not HP+ might be toxic towards dopaminergic neurons and perhaps associated with some of the residual moto-function side effects of haloperidol. We therefore investigated the neurotoxicity of HP+ toward cultured human dopamine neuroblastoma cells (SH-SY5Y) and compared it with that of MPP+. HP+ reduced the viability as measured by MTT and [3H]thymidine incorporation methods in SH-SY5Y cells. Cell membrane integrity is reduced by the treatment of HP+ as measured by intracellular LDH levels. The toxicity was concentration and time dependent. Interestingly, HP+ appeared to be more toxic than MPP+ towards the SH-SY5Y cells in early phase in cultures. The toxicity of MPP+ appear to be progressive and subsequently become more than HP+ with prolonged cultivation. In contrary to MPP+, the toxic effect of HP+ towards a dopamine transporter transfected SK-N-MC cell line is not different from its wild type. This indicates that dopamine uptake system is probably not involved in the cytotoxicity caused by HP+.
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Affiliation(s)
- J Fang
- Department of Psychiatry, University of Saskatchewan, Saskatoon, Canada
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Chen X, Li S, Zuo D, Liu S, Bai L, Yian D, Huang Z. Multimodality therapy including surgical resection for limited small cell lung cancer. Chin Med J (Engl) 1995; 108:689-91. [PMID: 8575236] [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: 01/31/2023] Open
Abstract
From 1975 through 1990, 199 patients with limited small cell lung cancer (LSCLC) were subjected to multimodality treatment including surgical resection combined with chemotherapy or chemoradiotherapy in our department. The median postoperative survival time of the 199 patients was 39 months, and the 5-year survival rate was 26%, which was decreased with increase of tumor-stage. In comparison of the survival time of patients in Stage I and those in Stage IIIa, there was a significant difference (P < 0.01). There were no significant differences in survival rate of 3 and 5 years between the patients receiving chemotherapy prior to or after surgical resection. The improvement in survival was documented by surgical resection combined with chemotherapy or chemoradiotherapy for LSCLC. The effect of multimodality treatment is correlated with tumor P-TNM staging, the involvement of lymph node, especially that of the mediastinal lymph node, is a negative factor influencing the prognosis. Surgical resection is an initial management, followed by chemotherapy or chemoradiotherapy may be indicated in LSCLC patients of Stage I, Stage II and some Stage IIIa as the cancer can be resected completely.
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Affiliation(s)
- X Chen
- Department of Thoracic Surgery, Beijing Chest Tumor and Tuberculosis Institute
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