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Dive into the research topics where Christine Pocha is active.

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Featured researches published by Christine Pocha.


Hepatology | 2017

Identifying barriers to hepatocellular carcinoma surveillance in a national sample of patients with cirrhosis

David S. Goldberg; Tamar H. Taddei; Marina Serper; Rajni Mehta; Eric Dieperink; Ayse Aytaman; Michelle Baytarian; Rena K. Fox; Kristel K. Hunt; Marcos Pedrosa; Christine Pocha; Adriana Valderrama; David E. Kaplan

Hepatocellular carcinoma (HCC) is a leading cause of morbidity and mortality in cirrhosis patients. This provides an opportunity to target the highest‐risk population, yet surveillance rates in the United States and Europe range from 10% to 40%. The goal of this study was to identify barriers to HCC surveillance, using data from the Veterans Health Administration, the largest provider of liver‐related health care in the United States. We included all patients 75 years of age or younger who were diagnosed with cirrhosis from January 1, 2008, until December 31, 2010. The primary outcome was a continuous measure of the percentage of time up‐to‐date with HCC surveillance (PTUDS) based on abdominal ultrasound (secondary outcomes included computed tomography and magnetic resonance imaging). Among 26,577 patients with cirrhosis (median follow‐up = 4.7 years), the mean PTUDS was 17.8 ± 21.5% (ultrasounds) and 23.3 ± 24.1% when any liver imaging modality was included. The strongest predictor of increased PTUDS was the number of visits to a specialist (gastroenterologist/hepatologist and/or infectious diseases) in the first year after cirrhosis diagnosis; the association between visits to a primary care physician and increasing surveillance was very small. Increasing distance to the closest Veterans Administration center was associated with decreased PTUDS. There was an inverse association between ultrasound lead time (difference between the date an ultrasound was ordered and requested exam date) and the odds of it being performed: odds ratio = 0.77, 95% confidence interval 0.72‐0.82 when ordered > 180 days ahead of time; odds ratio = 0.90, 95% confidence interval 0.85‐0.94 if lead time 91‐180 days. Conclusions: The responsibility for suboptimal surveillance rests with patients, providers, and the overall health care system; several measures can be implemented to potentially increase HCC surveillance, including increasing patient–specialist visits and minimizing appointment lead time. (Hepatology 2017;65:864‐874).


Clinical Gastroenterology and Hepatology | 2015

Development and Performance of an Algorithm to Estimate the Child-Turcotte-Pugh Score From a National Electronic Healthcare Database.

David E. Kaplan; Feng Dai; Ayse Aytaman; Michelle Baytarian; Rena K. Fox; Kristel K. Hunt; Astrid Knott; Marcos Pedrosa; Christine Pocha; Rajni Mehta; Mona Duggal; Melissa Skanderson; Adriana Valderrama; Tamar H. Taddei

BACKGROUND & METHODS The Child-Turcotte-Pugh (CTP) score is a widely used and validated predictor of long-term survival in cirrhosis. The CTP score is a composite of 5 subscores, 3 based on objective clinical laboratory values and 2 subjective variables quantifying the severity of ascites and hepatic encephalopathy. To date, no system to quantify CTP score from administrative databases has been validated. The Veterans Outcomes and Costs Associated with Liver Disease study is a multicenter collaborative study to evaluate the outcomes and costs of hepatocellular carcinoma in the U.S. Veterans Health Administration. We developed and validated an algorithm to calculate electronic CTP (eCTP) scores by using data from the Veterans Health Administration Corporate Data Warehouse. METHODS Multiple algorithms for determining each CTP subscore from International Classification of Diseases version 9, Common Procedural Terminology, pharmacy, and laboratory data were devised and tested in 2 patient cohorts. For each cohort, 6 site investigators (Boston, Bronx, Brooklyn, Philadelphia, Minneapolis, and West Haven VA Medical Centers) were provided cases from which to determine validity of diagnosis, laboratory data, and clinical assessment of ascites and encephalopathy. The optimal algorithm (designated eCTP) was then applied to 30,840 cirrhotic patients alive in the first quarter of 2008 for whom 5-year overall and transplant-free survival data were available. The ability of the eCTP score and other disease severity scores (Charlson-Deyo index, Veterans Aging Cohort Study index, Model for End-Stage Liver Disease score, and Cirrhosis Comorbidity) to predict survival was then assessed by Cox proportional hazards regression. RESULTS Spearman correlations for administrative and investigator validated laboratory data in the HCC and cirrhotic cohorts, respectively, were 0.85 and 0.92 for bilirubin, 0.92 and 0.87 for albumin, and 0.84 and 0.86 for international normalized ratio. In the HCC cohort, the overall eCTP score matched 96% of patients to within 1 point of the chart-validated CTP score (Spearman correlation, 0.81). In the cirrhosis cohort, 98% were matched to within 1 point of their actual CTP score (Spearman, 0.85). When applied to a cohort of 30,840 patients with cirrhosis, each unit change in eCTP was associated with 39% increase in the relative risk of death or transplantation. The Harrell C statistic for the eCTP (0.678) was numerically higher than those for other disease severity indices for predicting 5-year transplant-free survival. Adding other predictive models to the eCTP resulted in minimal differences in its predictive performance. CONCLUSION We developed and validated an algorithm to extrapolate an eCTP score from data in a large administrative database with excellent correlation to actual CTP score on chart review. When applied to an administrative database, this algorithm is a highly useful predictor of survival when compared with multiple other published liver disease severity indices.


Clinical Gastroenterology and Hepatology | 2018

Healthcare Costs Related to Treatment of Hepatocellular Carcinoma Among Veterans With Cirrhosis in the United States

David E. Kaplan; Michael K. Chapko; Rajni Mehta; Feng Dai; Melissa Skanderson; Ayse Aytaman; Michelle Baytarian; Kathryn D’Addeo; Rena K. Fox; Kristel K. Hunt; Christine Pocha; Adriana Valderrama; Tamar H. Taddei

BACKGROUND & AIMS: It is important to quantify medical costs associated with hepatocellular carcinoma (HCC), the incidence of which is rapidly increasing in the United States, for development of rational healthcare policies related to liver cancer surveillance and treatment of chronic liver disease. We aimed to comprehensively quantify healthcare costs for HCC among patients with cirrhosis in an integrated health system and develop a model for predicting costs that is based on clinically relevant variables. METHODS: Three years subsequent to liver cancer diagnosis, costs accrued by patients included in the Veterans Outcome and Cost Associated with Liver disease cohort were compiled by using the Department of Veterans Affairs Corporate Data Warehouse. The cohort includes all patients with HCC diagnosed in 2008–2010 within the VA with 100% chart confirmation as well as chart abstraction of tumor and clinical characteristics. Cancer cases were matched 1:4 with non‐cancer cirrhosis controls on the basis of severity of liver disease, age, and comorbidities to estimate background cirrhosis‐related costs. Univariable and multivariable generalized linear models were developed and used to predict cancer‐related overall cost. RESULTS: Our analysis included 3188 cases of HCC and 12,722 controls. The mean 3‐year total cost of care in HCC patients was


Gastroenterology | 2014

Mo1059 Interim Analysis of HCC Screening and Survival in 1131 Veterans Diagnosed With HCC From 2008-2010

Tamar H. Taddei; David E. Kaplan; Ayse Aytaman; Michelle Baytarian; Kathryn D; Feng Dai; Mona Duggal; Rena K. Fox; Kristel K. Hunt; Astrid Knott; Rajni Mehta; Marcos Pedrosa; Christine Pocha; Adriana Valderrama; Melissa Skanderson

154,688 (standard error,


Digestive Diseases and Sciences | 2016

Recalibrating the Child–Turcotte–Pugh Score to Improve Prediction of Transplant-Free Survival in Patients with Cirrhosis

David E. Kaplan; Feng Dai; Melissa Skanderson; Ayse Aytaman; Michelle Baytarian; Kathryn D’Addeo; Rena K. Fox; Kristel K. Hunt; Astrid Knott; Rajni Mehta; Marcos Pedrosa; Christine Pocha; Adriana Valderrama; Tamar H. Taddei

150,953–


Clinical Gastroenterology and Hepatology | 2009

Intramural Cecal Hematoma: A Rare Complication After Colonoscopy

Ubonvan Jongwutiwes; Aasma Shaukat; Christine Pocha

158,422) compared with


Digestive Diseases and Sciences | 2016

Improved Survival Among all Interferon-α-Treated Patients in HCV-002, a Veterans Affairs Hepatitis C Cohort of 2211 Patients, Despite Increased Cirrhosis Among Nonresponders

Myrna L. Cozen; James C. Ryan; Hui Shen; Ramsey Cheung; David E. Kaplan; Christine Pocha; Norbert Bräu; Ayse Aytaman; Warren N. Schmidt; Marcos Pedrosa; Bhupinderjit S. Anand; Kyong-Mi Chang; Timothy R. Morgan; Alexander Monto

69,010 (standard error,


Journal of Clinical Oncology | 2015

Interim analysis of hepatocellular carcinoma (HCC) screening and survival in 4,087 veterans diagnosed with HCC from 2008 to 2010.

David E. Kaplan; Tamar H. Taddei; Ayse Aytaman; Kristel K. Hunt; Astrid Knott; Eric Dieperink; Michelle Baytarian; Rena K. Fox; Marcos Pedrosa; Kathryn D'Addeo; Feng Dai; Rajni Mehta; Mona Duggal; Christine Pocha; Melissa Skanderson; Adriana Valderrama

67,344–


Archive | 2014

Subgroup Analysis of Patients with HIV+HCC Among a Cohort of 2322 Veterans Diagnosed with Hepatocellular Carcinoma (HCC) from 2008-2010

David E. Kaplan; Ayse Aytaman; Michelle Baytarian; Christine Pocha; Melissa Skanderson; A Valderama; Tamar H. Taddei

70,675) in matched cirrhotic controls, yielding an incremental cost of


Gastroenterology | 2014

Mo1043 Outcomes in Veterans With Hepatocellular Carcinoma (HCC) – A Single Center Experience Over 10 Years

Amar Mahgoub; Thoetchai Peeraphatdit; Thomas J. Maust; Kelly McMaken; Astrid Knott; Paul Thuras; Eric Dieperink; Christine Pocha

85,679; 64.9% of this value reflected increased inpatient costs. In univariable analyses, receipt of transplantation, Barcelona Clinic Liver Cancer (BCLC) stage, liver disease etiology, hospital academic affiliation, use of multidisciplinary tumor board, and identification through surveillance were associated with cancer‐related costs. Multivariable generalized linear models incorporating transplantation status, BCLC stage, and multidisciplinary tumor board presentation accurately predicted liver cancer–related costs (Hosmer‐Lemeshow goodness of fit; P value ≡ 1.0). CONCLUSIONS: In a model developed to comprehensively quantify healthcare costs for HCC among patients with cirrhosis in an integrated health system, we associated receipt of liver transplantation, BCLC stage, and multidisciplinary tumor board with higher costs. Models that predict total costs on the basis of receipt of liver transplantation were constructed and can be used to model cost‐effectiveness of therapies focused on HCC prevention.

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Ayse Aytaman

United States Department of Veterans Affairs

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David E. Kaplan

University of Pennsylvania

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Adriana Valderrama

Bayer HealthCare Pharmaceuticals

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Kristel K. Hunt

Icahn School of Medicine at Mount Sinai

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Marcos Pedrosa

VA Boston Healthcare System

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Rena K. Fox

University of California

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Mona Duggal

Post Graduate Institute of Medical Education and Research

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