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Venkatesh, Sudhakar K.

https://orcid.org/0000-0002-7514-1030

Mayo Clinic

Mayo Clinic

Citations 104

Performance of magnetic resonance elastography in primary sclerosing cholangitis
Eaton, John E. , Dzyubak, Bogdan , Venkatesh, Sudhakar K. , Smyrk, Thomas C. , Gossard, Andrea A., Lazaridis, Konstantinos N. , Gores, Gregory J. , Ehman, Richard L. , LaRusso, Nicholas F. , Dzyubak, Bogdan , Venkatesh, Sudhakar K

Journal of Gastroenterology and Hepatology | December 22, 2015 | Volume: 31 | Issue: 6 | Pages: 1184-1190

10.1111/jgh.13263 Get It

AbstractBackground and Aim:Liver stiffness (LS) measured by magnetic resonance elastography (MRE) is emerging as an important biomarker in chronic liver diseases. We examined the diagnostic performance of MRE, factors associated with an increased LS and the prognostic value of LS as measured by MRE among patients with primary sclerosing cholangitis (PSC).Methods:We performed a retrospective review of 266 patients with PSC to examine whether LS was associated with the primary endpoint of hepatic decompensation (ascites, variceal hemorrhage and hepatic encephalopathy). The ability of MRE to differentiate stages of fibrosis was examined in a subset of patients who underwent a liver biopsy (n = 20).Results:An LS of 4.93 kPa was the optimal point to detected F4 fibrosis (sensitivity, 1.00; 95% confidence interval (CI), 0.40–1.00; specificity, 0.94; 95%CI, 0.68–1.00). While a serum alkaline phosphatase <1.5 times the upper limit of normal excluded the presence of advanced LS, it was not associated with the primary endpoint (hazard ratio, 0.26; 95%CI, 0.01–1.33). However, LS was associated with the development of decompensated liver disease (hazard ratio, 1.55; 95%CI, 1.41–1.70). The optimal LS thresholds that stratified patients at a low, medium and high risk for hepatic decompensation were <4.5, 4.5–6.0 and >6.0 kPa (respectively).Conclusion:Magnetic resonance elastography is able to detect cirrhosis with high specificity and an alkaline phosphatase <1.5 times the upper limit of normal makes the presence of advanced LS unlikely. Moreover, LS obtained by MRE is predictive of hepatic decompensation in PSC.
Evaluation of liver stiffness with magnetic resonance elastography in patients with constrictive pericarditis: Preliminary findings
Fenstad, Eric R. , Dzyubak, Bogdan , Oh, Jae K. , Williamson, Eric E. , Glockner, James F., Young, Phillip M. , Anavekar, Nandan S., Leise, Michael D. , Araoz, Philip A. , Venkatesh, Sudhakar K. , F Glockner, James, Ehman, Richard L. , Dzyubak, Bogdan , Venkatesh, Sudhakar K

Journal of Magnetic Resonance Imaging | December 21, 2015 | Volume: 44 | Issue: 1 | Pages: 81-88

10.1002/jmri.25126 Get It

PurposeTo evaluate with magnetic resonance elastography (MRE) whether patients with constrictive pericarditis (CP) have increased hepatic stiffness. CP results in reduced pericardial compliance, ventricular interdependence, and right heart failure. Patients with untreated CP may develop liver fibrosis and ultimately cirrhosis due to chronic venous congestion. Chronic venous congestion ± fibrosis may lead to increased liver stiffness.Materials and MethodsProspectively, patients with suspected CP underwent 2D transthoracic echocardiography, cardiac MRI, and liver MRE. An automated method was used to draw regions of interest (ROIs) on the stiffness maps to calculate the mean liver stiffness in kilopascals (kPa). A t‐test with α = 0.05 was performed between stiffness values of patients with positive and negative CP findings based on previously published echocardiography criteria.ResultsNineteen patients met inclusion criteria with a mean ± standard deviation (SD) age of 51 ± 16 years. Nine patients (47%) had CP. Mean liver stiffness trended higher in patients with CP compared to those without CP (4.04 kPa vs. 2.46; P = 0.045). Liver stiffness correlated with MRI septal bounce (P = 0.04), inferior vena cava size (P = 0.003), echo abnormal septal motion (P = 0.04), and echo mitral inflow variation >25% (P = 0.02). Only MRI septal bounce predicted CP by echocardiography (P < 0.001).ConclusionCP was associated with increased liver stiffness. The increased stiffness is most likely secondary to chronic hepatic venous congestion and/or fibrosis. MRE may be useful for noninvasive liver stiffness assessment in CP. J. Magn. Reson. Imaging 2016;44:81–88.
Automated liver elasticity calculation for MR elastography
Dzyubak, Bogdan , Venkatesh, Sudhakar K. , Glaser, Kevin J. , Manduca, Armando , Ehman, Richard L. , Dzyubak, Bogdan , Venkatesh, Sudhakar K

Journal of Magnetic Resonance Imaging | October 23, 2015 | Volume: 43 | Issue: 5 | Pages: 1055-1063

10.1002/jmri.25072 Get It

PurposeMR elastography (MRE) is a phase‐contrast MRI technique that is used to quantitatively assess liver stiffness for staging hepatic fibrosis. The current approach requires manual selection of a region of interest (ROI) with good wave quality from which to measure stiffness. The purpose of this work was to develop and evaluate a fully automated approach for measuring hepatic stiffness from MRE images to further reduce measurement variability.Materials and MethodsAn automated liver elasticity calculation (ALEC) algorithm was developed to address reader stiffness measurement variability. ALEC has three stages: initial tissue estimation, segmentation, and ROI cleanup. Stiffnesses measured by the algorithm were compared with technicians and an expert radiologist in a set of 121 clinical cases acquired at 1.5 Tesla. Intra‐class correlation (ICC), Bland‐Altman analysis, and a noninferiority test were performed to evaluate whether the algorithm can be used in place of manual analysis by technicians.ResultsThe stiffness measurement difference with the expert was 1.42% ± 11.17% (mean ± standard deviation) for the algorithm and 1.82% ± 13.65% for the technicians. The ICCs were 0.981 and 0.984, respectively. Both the algorithm and technicians were equivalent to the expert within a 5% significance margin (P < 0.01). The algorithm had no failures in the 119 cases that were considered analyzable by the human readers.ConclusionThe results of this study show that the newly developed automated algorithm is able to measure stiffness in clinical liver MRE exams with an accuracy that is equivalent to that of an expert radiologist. ALEC may be useful for analysis of archived data and suitable for performing multi‐center studies. J. Magn. Reson. Imaging 2016;43:1055–1063.
Circulating tumor cells are associated with poor overall survival in patients with cholangiocarcinoma
Yang, Ju Dong , Campion, Michael B., Liu, Minetta C. , Chaiteerakij, Roongruedee , Giama, Nasra H., Mohammed, Hager Ahmed, Hu, Chunling , Campion, Victoria, Jen, Jin , Venkatesh, Sudhakar K. , Halling, Kevin C. , Kipp, Benjamin R. , Roberts, Lewis R. , Ahmed Mohammed, Hager, Campion, Victoria L, Yang, Ju Dong , Chaiteerakij, Roongruedee , Zhang, Xiaodan , Roberts, Lewis R , Venkatesh, Sudhakar K , Hu, Chunling

Hepatology | June 19, 2015 | Volume: 63 | Issue: 1 | Pages: 148-158

10.1002/hep.27944 Get It

Circulating tumor cells (CTCs) in blood are associated with poor survival of patients with breast, prostate, or colon cancer. We hypothesized that CTCs are associated with poor survival of patients with cholangiocarcinoma (CCA). Eighty‐eight patients with CCA were prospectively enrolled at Mayo Clinic Rochester between June 2010 and September 2014. The CellSearch system by Veridex was used for detection of CTCs in peripheral blood. Associations between CTC, patient and tumor characteristics, and survival were examined using the Cox's proportional hazards model. Fifteen patients (17%) were positive for CTC ≥2 and 8 patients (9%) for CTC ≥5. CTCs were associated with tumor extent. CTC ≥2 (hazard ratio [HR]: 2.5; 95% confidence interval [CI]: 1.1‐5.4; P = 0.02) and CTC ≥5 (HR, 4.1; 95% CI: 1.4‐10.8; P = 0.01) were both independent predictors of survival. In subgroup analyses, CTC ≥2 (HR, 8.2; 95% CI: 1.8‐57.5; P < 0.01) and CTC ≥5 (HR, 7.7; 95% CI: 1.4‐42.9; P = 0.02) were both associated with shorter survival among patients with metastasis. There was a trend toward association of CTC ≥5 with shorter survival in patients with nonmetastatic CCA (HR, 4.3; 95% CI: 1.0‐13.8; P = 0.06). CTC ≥2 (HR, 10.5; 95% CI: 2.2‐40.1; P < 0.01) and CTC ≥5 (HR, 10.2; 95% CI: 1.5‐42.3; P = 0.02) were both associated with shorter survival among patients with perihilar/distal CCA. CTC ≥5 was associated with shorter survival of patients with intrahepatic CCA (HR, 4.2; 95% CI: 1.1‐14.1; P = 0.04). Conclusion: CTCs were associated with more‐aggressive tumor characteristics and independently associated with survival in patients with CCA. Assessment of CTCs may be useful for identifying CCA patients at risk of early mortality. (Hepatology 2016;63:148–158)
Utilizing magnetization transfer imaging to investigate tissue remodeling in a murine model of autosomal dominant polycystic kidney disease
Kline, Timothy L. , Irazabal, María V. , Ebrahimi, Behzad , Udoji, Kelly N., Warner, Joshua , Korfiatis, Panagiotis , Mishra, Prasanna K. , Venkatesh, Sudhakar K. , Lerman, Lilach O. , Harris, Peter C. , Torres, Vicente E. , King, Bernard F., Hopp, Katharina , Warner, Joshua D, Macura, Slobodan I, Macura, Slobodan , Erickson, Bradley J. , Harris, Peter C , Torres, Vicente E , Venkatesh, Sudhakar K , Irazabal, Maria V

Magnetic Resonance in Medicine | May 14, 2015 | Volume: 75 | Issue: 4 | Pages: 1466-1473

10.1002/mrm.25701 Get It

PurposeNoninvasive imaging techniques that quantify renal tissue composition are needed to more accurately ascertain prognosis and monitor disease progression in polycystic kidney disease (PKD). Given the success of magnetization transfer (MT) imaging to characterize various tissue remodeling pathologies, it was tested on a murine model of autosomal dominant PKD.MethodsC57Bl/6 Pkd1 R3277C mice at 9, 12, and 15 months were imaged with a 16.4T MR imaging system. Images were acquired without and with RF saturation in order to calculate MT ratio (MTR) maps. Following imaging, the mice were euthanized and kidney sections were analyzed for cystic and fibrotic indices, which were compared with statistical parameters of the MTR maps.ResultsThe MTR‐derived mean, median, 25th percentile, skewness, and kurtosis were all closely related to indices of renal pathology, including kidney weight/body weight, cystic index, and percent of remaining parenchyma. The correlation between MTR and histology‐derived cystic and fibrotic changes was R2 = 0.84 and R2 = 0.70, respectively.ConclusionMT imaging provides a new, noninvasive means of measuring tissue remodeling PKD changes and may be better suited for characterizing renal impairment compared with conventional MR techniques. Magn Reson Med 75:1466–1473, 2016. © 2015 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance.
Combinations of biomarkers and Milan criteria for predicting hepatocellular carcinoma recurrence after liver transplantation
Chaiteerakij, Roongruedee , Zhang, Xiaodan , Addissie, Benyam D., Harmsen, William S. , Theobald, Paul J., Peters, Brian E., Balsanek, Joseph G., Ward, Melissa M., Giama, Nasra H., Moser, Catherine D., Oseini, Abdul M., Umeda, Naoki, Venkatesh, Sudhakar K. , Harnois, Denise M. , Satomura, Shinji , Snyder, Melissa R. , Therneau, Terry M. , Roberts, Lewis R. , Chaiteerakij, Roongruedee , Mohamed, Essa A. , Charlton, Michael , Yamada, Hiroyuki , Algeciras‐Schimnich, Alicia , Roberts, Lewis R , Venkatesh, Sudhakar K

Liver Transplantation | March 17, 2015 | Volume: 21 | Issue: 5 | Pages: 599-606

10.1002/lt.24117 Get It

Growing evidence suggests that pretransplant alpha‐fetoprotein (AFP) predicts outcomes of hepatocellular carcinoma (HCC) patients treated with liver transplantation. We aimed to determine whether pretransplant AFP, Lens culinaris agglutinin‐reactive alpha‐fetoprotein (AFP‐L3), and des‐gamma‐carboxyprothrombin (DCP) predicted HCC recurrence after transplantation. A retrospective cohort study of 313 HCC patients undergoing transplantation between 2000 and 2008 was conducted, and 48 (15.3%) developed recurrence during a median follow‐up of 90.8 months. The 127 patients with available serum drawn before transplantation were included; they included 86 without recurrence and 41 with recurrence. Serum was tested for AFP, AFP‐L3%, and DCP in a blinded fashion with the μTASWako i30 immunoanalyzer. All biomarkers were significantly associated with HCC recurrence. The hazard ratios (HRs) were 3.5 [95% confidence interval (CI), 1.9‐6.7; P < 0.0001] for DCP ≥ 7.5 ng/mL and 2.8 (95% CI, 1.4‐5.4; P = 0.002) for AFP ≥ 250 ng/mL. The HR increased to 5.2 (95% CI, 2.3‐12.0; P < 0.0001) when AFP ≥ 250 ng/mL and DCP ≥7.5 ng/mL were considered together. When they were combined with the Milan criteria, the HR increased from 2.6 (95% CI, 1.4‐4.7; P = 0.003) for outside the Milan criteria to 8.6 (95% CI, 3.0‐24.6; P < 0.0001) for outside the Milan criteria and AFP ≥ 250 ng/mL and to 7.2 (95% CI, 2.8‐18.1; P < 0.0001) for outside the Milan criteria and DCP ≥7.5 ng/mL. Our findings suggest that biomarkers are useful for predicting the risk of HCC recurrence after transplantation. Using both biomarkers and the Milan criteria may be better than using the Milan criteria alone in optimizing the decision of liver transplantation eligibility. Liver Transpl 21:599–606, 2015. © 2015 AASLD.
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 Get It

Feasibility of using 3D MR elastography to determine pancreatic stiffness in healthy volunteers
Shi, Yu , Glaser, Kevin J. , Venkatesh, Sudhakar K. , Ben‐Abraham, Ephraim I., Ehman, Richard L. , Venkatesh, Sudhakar K

Journal of Magnetic Resonance Imaging | February 5, 2014 | Volume: 41 | Issue: 2 | Pages: 369-375

10.1002/jmri.24572 Get It

Purpose To evaluate the feasibility of using three‐dimensional (3D) MR elastography (MRE) to determine the stiffness of the pancreas in healthy volunteers. Materials and Methods Twenty healthy volunteers underwent 1.5 Tesla MRE exams using an accelerated echo planar imaging (EPI) pulse sequence with low‐frequency vibrations (40 and 60 Hz). Stiffness was calculated with a 3D direct inversion algorithm. The mean shear stiffness in five pancreatic subregions (uncinate, head, neck, body, and tail) and the corresponding liver stiffness were calculated. The intrasubject coefficient of variation (CV) was calculated as a measure of the reproducibility for each volunteer. Results The mean shear stiffness (average of values obtained in different pancreatic subregions) was (1.15 ± 0.17) kPa at 40 Hz, and (2.09 ± 0.33) kPa at 60 Hz. The corresponding liver stiffness was higher than the pancreas stiffness at 40 Hz ([1.60 ± 0.21] kPa, mean pancreas‐to‐liver stiffness ratio: 0.72), but similar at 60Hz ([2.12 ± 0.23) kPa, mean ratio: 0.95). The mean intrasubject CV for each pancreatic subregion was lower at 40 Hz than 60 Hz ( P < 0.05 for all subregions, range: 11.9–15.7% at 40 Hz and 16.5–19.6% at 60 Hz). Conclusion The 3D pancreatic MRE can provide promising and reproducible stiffness measurements throughout the pancreas, with more consistent data acquired at 40 Hz. J. Magn. Reson. Imaging 2015;41:369–375. © 2013 Wiley Periodicals, Inc .
Correlation of MR elastography with morphometric quantification of liver fibrosis (Fibro-C-Index) in chronic hepatitis B
Venkatesh, Sudhakar K. , Xu, Shuoyu, Tai, Dean , Yu, Hanry , Wee, Aileen , Venkatesh, Sudhakar K

Magnetic Resonance in Medicine | October 28, 2013 | Volume: 72 | Issue: 4 | Pages: 1123-1129

10.1002/mrm.25002 Get It

Magnetic Resonance Elastography of the Liver in Patients Status-Post Fontan Procedure: Feasibility and Preliminary Results
Serai, Suraj D. , Wallihan, Daniel B., Venkatesh, Sudhakar K. , Sticka, Joshua , Marino, Bradley S. , Podberesky, Daniel J. , Ehman, Richard L. , Campbell, Kathleen M , Venkatesh, Sudhakar K , Serai, Suraj D

Congenital Heart Disease | October 17, 2013 | Volume: 9 | Issue: 1 | Pages: 7-14

10.1111/chd.12144 Get It