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2817 citation(s) found for "R, Liu".

Abstract P2-18-09: TBCRC 013: A prospective analysis of the role of surgery in stage IV breast cancer
King, TA, Lyman, JP, Gönen, Mithat , Voci, Amy, Boafo, Camilla, Hwang, ES, Rugo, HS, Alvarado, Michael , Liu, M, Boughey, JC , Jacobs, LK, McGuire, KP, Storniolo, AM, Nanda, Ronica H. , Golshan, Mehra, Isaacs, C, Meszoely, IM, Poznak, CH Van, Babiera, Gildy V., Morrow, Monica, Winer, EP, Hudis, CA, Krontiras, Helen , Bijelić, Lana , Norton, Larry , Wolff, Antonio C.

Cancer Research | August 14, 2014 | Volume: 73 | Issue: 24_Supplement | Pages: P2-18-09-P2-18-09

10.1158/0008-5472.sabcs13-p2-18-09 Get It

Abstract Background: Retrospective studies suggest that primary breast surgery is associated with improved overall survival (OS) in Stage IV breast cancer. TBCRC 013 is a multi-center prospective registry study evaluating the role of surgery for the primary tumor in Stage IV disease. Methods: From 7/09 - 4/12, 128 eligible pts from 14 sites were enrolled in two cohorts (A: Stage IV with intact primary tumor (n = 112); B: metastases (mets) within 3 months of primary surgery (n = 16)). Baseline patient and tumor characteristics, and surgery of the primary were correlated with 2yr overall survival (OS) using log rank, Kaplan Meier and Cox regression for all patients. Comparisons were also made between cohorts A and B and within cohort A stratified by response to systemic therapy. Responders included those with any response (partial,complete) or stable disease at distant sites. Results: Median pt age was 52yrs(21-79) and median primary tumor size 3.2cm(0.7-15). Phenotypes were ER+ 106 (83%), HER2neg 91(71%), and triple neg 10(8%). 60(47%) had bone-only mets. The only significant baseline difference between cohorts A and B was the presence of palpable nodes (A:62% vs B:0%, p<0.001). There were no differences in age, tumor size, ECOG scores, ER or HER2 status, number or sites of mets between cohorts A and B. At a median follow-up of 25 mo (95%CI, 23-31), 2yr OS for all pts is 86% (80-92) and is superior in cohort B as compared to A, (100% vs 84%, p = 0.03). On multivariate analysis (MVA) including all pts, only surgery, ER and HER2 positivity were associated with improved OS (table). Among 112 pts with an intact primary (Arm A), 17(15%) were non-responsive (NR) to systemic therapy, 3(18%) of whom required palliative surgery at a median time of 10.4mos. 2yr OS among NR was 33% (15-69) as compared to 94% (88-99) in Arm A responders (R) (p<0.001). ER positivity was the only baseline difference between NR (65%) and R (88%) within Arm A (p = 0.02). Among 94(85%) Arm A responders, 39(41%) had elective surgery (median 8.4 mos, 95%CI:6.9-10.3) and only 1 of the remaining 47(2%) required palliation. When limited to Arm A responders, elective surgery was not associated with improved 2yr OS (surgery vs not: 94% vs 92%, p = 0.5). Median time to progression following elective surgery was 12 mos (95%CI,8-19mos). When cohort B (n = 16) and cohort A surgery groups (n = 39) are combined, surgery of the primary tumor is associated with improved 2yr OS (96% vs 74%, p = 0.002). Conclusions: In this prospective registry study, patients diagnosed with mets within 3 months of primary breast surgery have an improved 2yr OS. When all pts having surgery (A + B) are examined, surgery is associated with improved OS on MVA, but when limited to Arm A responders, elective surgery does not improve OS. Given that the number of Arm A responders is small, results from the prospective randomized trial will be needed to address this question. These data also demonstrate that the need for surgical palliation of the primary tumor is uncommon in the modern era. Multivariate Analysis for OSN = 128HR Death (95%CI)pvalueSurgery0.28 (0.10-0.74)0.01ER positivity0.28 (0.10-0.72)0.01HER2 positivity0.21 (0.06-0.74)0.01MVA included: age, tumor size, ECOG, ER, PR, HER2, met sites, and surgery Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P2-18-09.
Abstract P1-04-01: Significance of circulating tumor cells in metastatic triple negative breast cancer: Results of an open label, randomized, phase II trial of nanoparticle albumin-bound paclitaxel with or without the anti-death receptor 5 tigatuzumab (TBC
Muñiz, MC, Kidwell, KM, Thomas, DG, Brown, ME, Abramson, V, Irvin, WJ, Lin, NU, Liu, M, Nanda, Rita , Nangia, Julie R. , Storniolo, AM, Traina, TA, Poznak, CH Van, Forero, Andres , Hayes, DF, Paoletti, Costanza , Li, Yuelin , Aung, KoKo , Vaklavas, Christos , Wolff, Antonio C.

Cancer Research | August 14, 2014 | Volume: 73 | Issue: 24_Supplement | Pages: P1-04-01-P1-04-01

10.1158/0008-5472.sabcs13-p1-04-01 Get It

Abstract Background: Circulating Tumor cells (CTCs) are prognostic at baseline and first follow-up in patients with metastatic breast cancer (MBC). Using the most commonly used assay (CellSearch®), we have previously reported the ability to detect apoptotic vs. non-apoptotic CTCs in patients with MBC. However, there has been concern regarding the performance of the CellSearch® assay in patients with triple negative (TN) MBC. We hypothesized that CellSearch® is an effective assay in patients with TN MBC, and that CTC-apoptosis might further separate prognosis. Therefore, we studied CTCs in patients with TN MBC who participated in a prospective randomized phase II trial testing for activity of tigatuzumab (TIG) in combination with nanoparticle albumin-bound paclitaxel (nab-PAC) conducted by the Translational Breast Cancer Research Consortium (overall results reported by Forero A., et al, ASCO 2013). Methods: Whole blood (WB) was drawn into a CellSave tube at baseline, day 15, and day 29 and CTC counts were determined using the CXC CellSearch® kit. Apoptosis was characterized by staining with a monoclonal antibody that detects a neo-epitope on fragmented cytokeratin (M-30) and independently by visual inspection (nucleic condensation and/or fragmentation, as well as granular cytokeratin). Association between levels of CTCs and CTC-apoptosis with the overall response rate (ORR) and progression free survival (PFS) at baseline, day 15, and day 29 was assessed using logistic regression, Kaplan Meier curves, and Cox proportional hazards modeling. Results: Of the 60 patients entered into the trial, 52 were evaluable for CTCs. Of these, 19/52 (36.5%), 14/52 (26.9%), and 13/49 (26.5%) had elevated CTCs (≥5CTC/7.5 ml WB) at baseline, day 15, and day 29, respectively. Patients with elevated CTCs at each time point had worse PFS than patients with low or no CTCs. Hazard rates (HR) at baseline, day 15, and day 29 were 2.38 (95% CI: 1.27-4.45, p = 0.007), 2.87 (95% CI: 1.46-5.66, p = 0.002), and 3.40 (95% CI: 1.68-6.89, p = 0.001), respectively. The odds of overall response for those who had elevated CTCs compared to those who did not at baseline, day 15, and day 29, were 0.25 (95% CI: 0.073-0.81, p = 0.024), 0.18 (95% CI: 0.04-0.67, p = 0.014), and 0.06 (95% CI: 0.01-0.28, p = 0.001), respectively. There was no apparent prognostic effect comparing the degree of CTC-apoptosis vs. non-apoptosis. Conclusions: Similar to observations in other intrinsic subgroups, CTCs were detected in a large fraction of TN MBC patients at baseline using CellSearch® assay, and reductions in CTC levels reflected response. In these homogenously prospectively enrolled TN MBC patients, regardless of treatment, CTCs are prognostic at baseline, day 15, and day 29. It does not appear that analysis of CTC-apoptosis is prognostic. Supported by Susan G. Komen for the Cure, Veridex, LLC, Fashion Footwear Charitable Foundation of New York/QVC Presents Shoes on Sale™ (DFH), Associazione Sandro Pitigliani and by a studentship from FIRC (CP), Triple Negative Breast Cancer Foundation, The AVON Foundation, and The Breast Cancer Research Foundation. Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P1-04-01.
Abstract B19: IQGAP1 in the tumor microenvironment suppresses TGF-beta mediated myofibroblastic activation and ensuing tumor growth
Abdelhakim, Haitham , Shah, Vijay H. , Kang, Ningling , Liu, Chunsheng

Cancer Research | August 14, 2014 | Volume: 73 | Issue: 3_Supplement | Pages: B19-B19

10.1158/1538-7445.tim2013-b19 Get It

Abstract Introduction: Transforming growth factor beta (TGF-β) within the tumor microenvironment induces transdifferentiation of quiescent pericytes and related stromal cells into myofibroblasts that promote tumor growth. However mechanisms governing TGF-β mediated myofibroblastic activation remain poorly understood. IQ motif containing GTPase activating protein 1 (IQGAP1) exerts diverse cellular functions, but its role in the tumor microenvironment is unexplored. In this study, we tested a hypothesis that IQGAP1 may interact with TGF-β receptor II (TβRII) and regulate its signaling in mesenchymal-type cells that activate into tumor associated myofibroblasts such as hepatic stellate cells (HSCs), which are resident liver pericytes, and that IQGAP1 of HSCs regulates liver metastatic growth. Experimental procedures: Retroviral and lentiviral based vectors were used to deliver TβRII, IQGAP1 or IQGAP1 shRNA into human primary HSCs. IQGAP1/TβRII interactions were determined by immunofluorescence staining, immunoprecipitation, in vitro GST pull down and in vitro protein binding assays. TGF-β1 activation of HSCs into myofibroblasts was determined by α-SMA immunofluorescence and Western Blot analyses for α-SMA, fibronectin and P-Smad2. The role of stellate cell IQGAP1 in tumorigenesis was assessed by in vitro assays of conditioned media, a HSC/tumor cell co-implantation mouse model and experimental liver metastasis model performed on IQGAP1 knockout mice. Additionally, IQGAP1 protein levels in the myofibroblasts of 29 human colorectal liver metastases were investigated by immunofluorescence staining. Results: IQGAP1 is recruited to TβRII by TGF-β1 with the C-terminal a.a. 1503-1657 region of IQGAP1 mediating IQGAP1/TβRII binding. Through scaffolding the E3 ubiquitin ligase Smurf1 and TβRII, IQGAP1 promotes ubiquitination, lysosomal and proteasomal degradation of TβRII, thus suppressing TβRII and TGF-β1 activation of HSCs into myofibroblasts in vitro. In mice, co-implantation of IQGAP1 knockdown HSCs promotes myofibroblastic activation of HSCs, tumor implantation and growth. In an experimental liver metastasis model, IQGAP1 deficiency in the tumor microenvironment promotes myofibroblastic activation and liver metastatic growth. Indeed, IQGAP1 knockdown in HSCs upregulates paracrine signaling molecules such as stromal derived factor 1 (SDF-1/CXCL12) and hepatic growth factor (HGF) that confer a stimulatory effect on proliferation, migration and survival of tumor cells. Additionally, we found that 24 out of 29 colorectal cancer patients display varying degrees of reduction of IQGAP1 protein in the myofibroblasts of their liver metastases as compared to IQGAP1 expression levels observed in activated HSCs and portal myofibroblasts of the adjacent non-tumorous control liver. Conclusion: Our studies demonstrate that IQGAP1 in the tumor microenvironment suppresses TβRII and the TGFβ1 dependent myofibroblastic activation switch with these events constraining tumor growth and metastasis. Citation Format: Chunsheng Liu, Haitham Abdelhakim, Vijay H. Shah, Ningling Kang. IQGAP1 in the tumor microenvironment suppresses TGF-beta mediated myofibroblastic activation and ensuing tumor growth. [abstract]. In: Proceedings of the AACR Special Conference on Tumor Invasion and Metastasis; Jan 20-23, 2013; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2013;73(3 Suppl):Abstract nr B19.
Abstract C41: Chc1L is a tumor suppressor involved in development of histiocyte-rich neoplasms
Spillane, David, Wang, Ding Yan, Wang, Youdong , Stewart, Keith, Newbigging, Susan, Shi, Chang-Xin , Gramolini, Anthony O. , Liu, Mingyao , Wen, Xiao‐Yan

Cancer Research | August 14, 2014 | Volume: 73 | Issue: 19_Supplement | Pages: C41-C41

10.1158/1538-7445.fbcr13-c41 Get It

Abstract Human chromosome 13q14 is one of the hotspots of chromosomal deletion in prostate cancer, multiple myeloma, and chronic lymphocytic leukemia. Chromosome Condensation 1-like (CHC1L) is an uncharacterized gene in this region. CHC1L is found within the smallest common region of loss of heterozygosity in prostate cancer, and its decreased expression is linked to pathogenesis and progression of both prostate cancer and multiple myeloma. In the present study, we describe the generation and characterization of Chc1L gene knockout mice. Knockout mice develop normally and display an exaggerated proliferative response to LPS stimulation of cultured bone marrow and spleen cells at ten weeks of age. At approximately two years of age, both homozygous and heterozygous mice have markedly increased incidence of tumorigenesis, 80% and 56% respectively, compared to wild-type mice, 26%. The tumors are distributed most commonly to the spleen, mesenteric lymph nodes, liver and small intestine. The morphologic and immunophenotypic features of the tumor cells are consistent with those of tissue histiocytes, and most Chc1L knockout and heterozygote mice succumb to either Histiocytic Sarcoma or Histiocyte-Associated Lymphoma. These data provide the first direct evidence that Chc1L is a tumor suppressor gene involved in suppression of histiocyte-rich neoplasms. Citation Format: David Spillane, Ding Yan Wang, Changxin Shi, Youdong Wang, Anthony Gramolini, Keith Stewart, Susan Newbigging, Mingyao Liu, Xiao-Yan Wen. Chc1L is a tumor suppressor involved in development of histiocyte-rich neoplasms. [abstract]. In: Proceedings of the Third AACR International Conference on Frontiers in Basic Cancer Research; Sep 18-22, 2013; National Harbor, MD. Philadelphia (PA): AACR; Cancer Res 2013;73(19 Suppl):Abstract nr C41.
Spillover of Cytokines and Reactive Oxygen Species in Ventilator-Induced Lung Injury Associated With Inflammation and Apoptosis in Distal Organs
Liu, Yung-Yang , Chiang, Chi-Huei, Chuang, Chiao–Hui, Liu, Shiou-Ling, Jheng, Yi‐Han, Ryu, Jay H. , Chiang, Chi‐Huei, Ryu, Jay H

Respiratory Care | July 23, 2014 | Volume: 59 | Issue: 9 | Pages: 1422-1432

10.4187/respcare.02992 | PMID 25053831 Get It

BACKGROUND: The mechanism between ventilator-induced lung injury (VILI) and multiple organ injury is unclear. The aim of our study was to investigate the mechanisms of VILI-induced distal organ injury. METHODS: VILI was induced in rat lungs with high tidal volume (V T ) ventilation of 40 mL/kg for 6 h. Rats with low V T ventilation of 6 mL/kg served as controls. Inflammatory and apoptotic indices in lung and distal organs were assessed. RESULTS: VILI increased lung weight, airway pressure, inflammation, and apoptotic pathologic changes without hemodynamic changes. The white blood cell count and the levels of H 2 O 2 , interleukin-1β (IL-1β), tumor necrosis factor alpha, and macrophage inflammatory protein-2 in bronchoalveolar lavage fluid were higher in the VILI group compared with the control group. H 2 O 2 , IL-1β, and tumor necrosis factor alpha in blood from the left ventricle were up-regulated. H 2 O 2 , IL-1β, tumor necrosis factor alpha, macrophage inflammatory protein-2, c-Jun N-terminal kinase, p38, nuclear factor kappa B, and caspase-3 in lung, heart, liver, and kidney tissues in the VILI group were up-regulated. Furthermore, the apoptotic score for the kidneys was higher than those for other distal organs in the VILI group. CONCLUSIONS: High V T ventilation induces VILI and is associated with inflammation and apoptosis in distal organs. Up-regulation of reactive oxygen species and cytokines in VILI is associated with systemic inflammatory responses. Kidney tissue appears to be more vulnerable than heart and liver tissues following VILI.
Validating drug repurposing signals using electronic health records: a case study of metformin associated with reduced cancer mortality
Xu, Hua , Aldrich, Melinda C. , Peterson, Neeraja B. , Levy, Mia , Shah, Anushi, Han, Xue, Ruan, Xiaoyang , Jiang, Min , Li, Ying , Julien, Jamii St., Friedman, Carol, Roden, Dan M. , Denny, Joshua C. , Chen, Qingxia , Liu, Hongfang , Dai, Qi , Han, Xue, Warner, Jeremy L. , Roden, Dan M. , Denny, Joshua C

Journal of the American Medical Informatics Association | July 23, 2014 | Volume: 22 | Issue: 1 | Pages: 179-191

10.1136/amiajnl-2014-002649 | PMID 25053577 Get It

Abstract Objectives Drug repurposing, which finds new indications for existing drugs, has received great attention recently. The goal of our work is to assess the feasibility of using electronic health records (EHRs) and automated informatics methods to efficiently validate a recent drug repurposing association of metformin with reduced cancer mortality. Methods By linking two large EHRs from Vanderbilt University Medical Center and Mayo Clinic to their tumor registries, we constructed a cohort including 32 415 adults with a cancer diagnosis at Vanderbilt and 79 258 cancer patients at Mayo from 1995 to 2010. Using automated informatics methods, we further identified type 2 diabetes patients within the cancer cohort and determined their drug exposure information, as well as other covariates such as smoking status. We then estimated HRs for all-cause mortality and their associated 95% CIs using stratified Cox proportional hazard models. HRs were estimated according to metformin exposure, adjusted for age at diagnosis, sex, race, body mass index, tobacco use, insulin use, cancer type, and non-cancer Charlson comorbidity index. Results Among all Vanderbilt cancer patients, metformin was associated with a 22% decrease in overall mortality compared to other oral hypoglycemic medications (HR 0.78; 95% CI 0.69 to 0.88) and with a 39% decrease compared to type 2 diabetes patients on insulin only (HR 0.61; 95% CI 0.50 to 0.73). Diabetic patients on metformin also had a 23% improved survival compared with non-diabetic patients (HR 0.77; 95% CI 0.71 to 0.85). These associations were replicated using the Mayo Clinic EHR data. Many site-specific cancers including breast, colorectal, lung, and prostate demonstrated reduced mortality with metformin use in at least one EHR. Conclusions EHR data suggested that the use of metformin was associated with decreased mortality after a cancer diagnosis compared with diabetic and non-diabetic cancer patients not on metformin, indicating its potential as a chemotherapeutic regimen. This study serves as a model for robust and inexpensive validation studies for drug repurposing signals using EHR data.
Reducing RIP140 Expression in Macrophage Alters ATM Infiltration, Facilitates White Adipose Tissue Browning, and Prevents High-Fat Diet–Induced Insulin Resistance
Liu, Pu-Ste, Lin, Yi-Wei, Lee, Bomi , McCrady-Spitzer, Shelly , Levine, James A. , Wei, Li‐Na , McCrady-Spitzer, Shelly K

Diabetes | June 27, 2014 | Volume: 63 | Issue: 12 | Pages: 4021-4031

10.2337/db14-0619 | PMID 24969109 Get It

Adipose tissue macrophage (ATM) recruitment and activation play a critical role in obesity-induced inflammation and insulin resistance (IR). The mechanism regulating ATM activation and infiltration remains unclear. In this study, we found receptor interacting protein 140 (RIP140) can regulate the dynamics of ATM that contribute to adipose tissue remodeling. A high-fat diet (HFD) elevates RIP140 expression in macrophages. We generated mice with RIP140 knockdown in macrophages using transgenic and bone marrow transplantation procedures to blunt HFD-induced elevation in RIP140. We detected significant white adipose tissue (WAT) browning and improved systemic insulin sensitivity in these mice, particularly under an HFD feeding. These mice have decreased circulating monocyte population and altered ATM profile in WAT (a dramatic reduction in inflammatory classically activated macrophages [M1] and expansion in alternatively activated macrophages [M2]), which could improve HFD-induced IR. These studies suggest that reducing RIP140 expression in monocytes/macrophages can be a new therapeutic strategy in treating HFD-induced and inflammation-related diseases.
Human Umbilical Cord Blood–Derived Mesenchymal Stem Cells Producing IL15 Eradicate Established Pancreatic Tumor in Syngeneic Mice
Wei, Jing , Lü, Lei , Hu, Xiangui, Shao, Chenghao , Zhang, Yijie , Zhou, Xuyu , Zhou, Yingqi, Wu, Lang , Fan, Kexing , Jin, Gang , Chen, Ying , Liu, Rui

Molecular Cancer Therapeutics | June 16, 2014 | Volume: 13 | Issue: 8 | Pages: 2127-2137

10.1158/1535-7163.mct-14-0175 | PMID 24928851 Get It

Abstract Mesenchymal stem cells (MSC) represent a new tool for delivery of therapeutic agents to cancer sites because of their strong tropism toward tumors. IL15 has demonstrated a potent antitumor activity in various animal models as well as clinical trials. However, because of its short half-life, effective therapeutic effects usually require a high dose, which often results in undesired side effects; thus, new strategies for overcoming this disadvantage are needed. In this study, human MSCs were isolated from umbilical cord blood as delivery vehicles and transduced with lentivirus vector expressing murine IL15 (MSC-IL15). In vitro assays of lymphocyte activation and proliferation demonstrated that IL15 produced by MSCs was biofunctional. In syngeneic mice bearing Pan02 pancreatic tumors, systemic administration of MSC-IL15 significantly inhibited tumor growth and prolonged the survival of tumor-bearing mice, which were associated with tumor cell apoptosis, and natural killer (NK)– and T-cell accumulation. Furthermore, we confirmed that MSC-IL15 could migrate toward tumor and secreted IL15 in tumor-specific sites. Depletion of NK and CD8+ T cells abolished the antitumor activity of MSC-IL15, suggesting that NK and CD8+ T cells play a key role for MSC-IL15–mediated effect. Interestingly, cured mice after MSC-IL15 treatment were resistant to Pan02 pancreatic tumor rechallenge, and adoptive transfer of lymphocytes from cured mice also could cause rejection of Pan02 tumor inoculation in naïve mice, indicating that MSC-IL15 induced tumor-specific T-cell immune memory response. Overall, these data support that MSCs producing IL15 might represent an innovative strategy for therapy of pancreatic tumor. Mol Cancer Ther; 13(8); 2127–37. ©2014 AACR.
Vasodilator‐stimulated phosphoprotein promotes activation of hepatic stellate cells by regulating Rab11‐dependent plasma membrane targeting of transforming growth factor beta receptors
Tu, Kangsheng , Li, Jiachu, Verma, Vikas , Liu, Chunsheng , Billadeau, Daniel D. , Lamprecht, Georg , Xiang, Xiaoyu, Dhanasekaran, Renumathy , Roberts, Lewis R. , Shah, Vijay H. , Kang, Ningling , Guo, Luyang , Roberts, Lewis R , Dhanasekaran, Renumathy

Hepatology | June 10, 2014 | Volume: 61 | Issue: 1 | Pages: 361-374

10.1002/hep.27251 | PMID 24917558 Get It

Liver microenvironment is a critical determinant for development and progression of liver metastasis. Under transforming growth factor beta (TGF‐β) stimulation, hepatic stellate cells (HSCs), which are liver‐specific pericytes, transdifferentiate into tumor‐associated myofibroblasts that promote tumor implantation (TI) and growth in the liver. However, the regulation of this HSC activation process remains poorly understood. In this study, we tested whether vasodilator‐stimulated phosphoprotein (VASP) of HSCs regulated the TGF‐β‐mediated HSC activation process and tumor growth. In both an experimental liver metastasis mouse model and cancer patients, colorectal cancer cells reaching liver sinusoids induced up‐regulation of VASP and alpha‐smooth muscle actin (α‐SMA) in adjacent HSCs. VASP knockdown in HSCs inhibited TGF‐β‐mediated myofibroblastic activation of HSCs, TI, and growth in mice. Mechanistically, VASP formed protein complexes with TGF‐β receptor II (TβRII) and Rab11, a Ras‐like small GTPase and key regulator of recycling endosomes. VASP knockdown impaired Rab11 activity and Rab11‐dependent targeting of TβRII to the plasma membrane, thereby desensitizing HSCs to TGF‐β1 stimulation. Conclusions: Our study demonstrates a requirement of VASP for TGF‐β‐mediated HSC activation in the tumor microenvironment by regulating Rab11‐dependent recycling of TβRII to the plasma membrane. VASP and its effector, Rab11, in the tumor microenvironment thus present therapeutic targets for reducing TI and metastatic growth in the liver. (Hepatology 2015;61:361–374)
Three-Dimensional Spatiotemporal Features for Fast Content-Based Retrieval of Focal Liver Lesions
Chi, Yanling, Liu, Jimin , Venkatesh, Sudhakar K. , Brown, Michael S. , Roy, Sharmili , Venkatesh, Sudhakar K

IEEE Transactions on Biomedical Engineering | June 5, 2014 | Volume: 61 | Issue: 11 | Pages: 2768-2778

10.1109/tbme.2014.2329057 | PMID 24919041 Get It