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Featured researches published by Heather Patton.


Radiology | 2009

Nonalcoholic Fatty Liver Disease: Diagnostic and Fat-Grading Accuracy of Low-Flip-Angle Multiecho Gradient-Recalled-Echo MR Imaging at 1.5 T

Takeshi Yokoo; Mark Bydder; Gavin Hamilton; Michael S. Middleton; Anthony Gamst; Tanya Wolfson; Tarek Hassanein; Heather Patton; Joel E. Lavine; Jeffrey B. Schwimmer; Claude B. Sirlin

PURPOSE To assess the accuracy of four fat quantification methods at low-flip-angle multiecho gradient-recalled-echo (GRE) magnetic resonance (MR) imaging in nonalcoholic fatty liver disease (NAFLD) by using MR spectroscopy as the reference standard. MATERIALS AND METHODS In this institutional review board-approved, HIPAA-compliant prospective study, 110 subjects (29 with biopsy-confirmed NAFLD, 50 overweight and at risk for NAFLD, and 31 healthy volunteers) (mean age, 32.6 years +/- 15.6 [standard deviation]; range, 8-66 years) gave informed consent and underwent MR spectroscopy and GRE MR imaging of the liver. Spectroscopy involved a long repetition time (to suppress T1 effects) and multiple echo times (to estimate T2 effects); the reference fat fraction (FF) was calculated from T2-corrected fat and water spectral peak areas. Imaging involved a low flip angle (to suppress T1 effects) and multiple echo times (to estimate T2* effects); imaging FF was calculated by using four analysis methods of progressive complexity: dual echo, triple echo, multiecho, and multiinterference. All methods except dual echo corrected for T2* effects. The multiinterference method corrected for multiple spectral interference effects of fat. For each method, the accuracy for diagnosis of fatty liver, as defined with a spectroscopic threshold, was assessed by estimating sensitivity and specificity; fat-grading accuracy was assessed by comparing imaging and spectroscopic FF values by using linear regression. RESULTS Dual-echo, triple-echo, multiecho, and multiinterference methods had a sensitivity of 0.817, 0.967, 0.950, and 0.983 and a specificity of 1.000, 0.880, 1.000, and 0.880, respectively. On the basis of regression slope and intercept, the multiinterference (slope, 0.98; intercept, 0.91%) method had high fat-grading accuracy without statistically significant error (P > .05). Dual-echo (slope, 0.98; intercept, -2.90%), triple-echo (slope, 0.94; intercept, 1.42%), and multiecho (slope, 0.85; intercept, -0.15%) methods had statistically significant error (P < .05). CONCLUSION Relaxation- and interference-corrected fat quantification at low-flip-angle multiecho GRE MR imaging provides high diagnostic and fat-grading accuracy in NAFLD.


Journal of Pediatric Gastroenterology and Nutrition | 2006

Pediatric nonalcoholic fatty liver disease: a critical appraisal of current data and implications for future research.

Heather Patton; Claude B. Sirlin; Cynthia Behling; Michael S. Middleton; Jeffrey B. Schwimmer; Joel E. Lavine

Although population prevalence is very difficult to establish, nonalcoholic fatty liver disease (NAFLD) is probably the most common cause of liver disease in the preadolescent and adolescent age groups. There seems to be an increase in the prevalence of NAFLD, likely related to the dramatic rise in the incidence of obesity during the past 3 decades. Despite an increase in public awareness, overweight/obesity and related conditions, such as NAFLD, remain underdiagnosed by health care providers. Accurate diagnosis and staging of nonalcoholic steatohepatitis (NASH) requires liver biopsy. The development of noninvasive surrogate markers and the advancements in imaging technology will aid in the screening of large populations at risk for NAFLD. Two distinct histological patterns of NASH have been identified in the pediatric population, and discrete clinical and demographic features are observed in children with these 2 patterns. The propensity for NASH to develop in obese, insulin-resistant pubertal boys of Hispanic ethnicity or a non-Hispanic white race may provide clues to the pathogenesis of NAFLD in children. The natural history of pediatric NASH has yet to be defined, but most biopsies in this age group demonstrate some degree of fibrosis. In addition, cirrhosis can be observed in children as young as 10 years. While the optimal treatment of pediatric NAFLD has yet to be determined, lifestyle modification through diet and exercise should be attempted in children diagnosed with NAFLD. A large, multicenter trial of vitamin E and metformin is underway as part of the NASH clinical research network.


Radiology | 2011

Estimation of Hepatic Proton-Density Fat Fraction by Using MR Imaging at 3.0 T

Takeshi Yokoo; Masoud Shiehmorteza; Gavin Hamilton; Tanya Wolfson; Michael E. Schroeder; Michael S. Middleton; Mark Bydder; Anthony Gamst; Yuko Kono; Alexander Kuo; Heather Patton; Santiago Horgan; Joel E. Lavine; Jeffrey B. Schwimmer; Claude B. Sirlin

PURPOSE To compare the accuracy of several magnetic resonance (MR) imaging-based methods for hepatic proton-density fat fraction (FF) estimation at 3.0 T, with spectroscopy as the reference technique. MATERIALS AND METHODS This prospective study was institutional review board approved and HIPAA compliant. Informed consent was obtained. One hundred sixty-three subjects (39 with known hepatic steatosis, 110 with steatosis risk factors, 14 without risk factors) underwent proton MR spectroscopy and non-T1-weighted gradient-echo MR imaging of the liver. At spectroscopy, the reference FF was determined from frequency-selective measurements of fat and water proton densities. At imaging, FF was calculated by using two-, three-, or six-echo methods, with single-frequency and multifrequency fat signal modeling. The three- and six-echo methods corrected for T2*; the two-echo methods did not. For each imaging method, the fat estimation accuracy was assessed by using linear regression between the imaging FF and spectroscopic FF. Binary classification accuracy of imaging was assessed at four reference spectroscopic thresholds (0.04, 0.06, 0.08, and 0.10 FF). RESULTS Regression intercept of two-, three-, and six-echo methods were -0.0211, 0.0087, and -0.0062 (P <.001 for all three) without multifrequency modeling and -0.0237 (P <.001), 0.0022, and -0.0007 with multifrequency modeling, respectively. Regression slope of two-, three-, and six-echo methods were 0.8522, 0.8528, and 0.7544 (P <.001 for all three) without multifrequency modeling and 0.9994, 0.9775, and 0.9821 with multifrequency modeling, respectively. Significant deviation of intercept and slope from 0 and 1, respectively, indicated systematic error. Classification accuracy was 82.2%-90.1%, 93.9%-96.3%, and 83.4%-89.6% for two-, three-, and six-echo methods without multifrequency modeling and 88.3%-92.0%, 95.1%-96.3%, and 94.5%-96.3% with multifrequency modeling, respectively, depending on the FF threshold. T2*-corrected (three- and six-echo) multifrequency imaging methods had the overall highest FF estimation and classification accuracy. Among methods without multifrequency modeling, the T2-corrected three-echo method had the highest accuracy. CONCLUSION Non-T1-weighted MR imaging with T2 correction and multifrequency modeling helps accurately estimate hepatic proton-density FF at 3.0 T.


Gastroenterology | 2008

Clinical Correlates of Histopathology in Pediatric Nonalcoholic Steatohepatitis

Heather Patton; Joel E. Lavine; Mark L. Van Natta; Jeffrey B. Schwimmer; David E. Kleiner; Jean P. Molleston

BACKGROUND & AIMS Nonalcoholic fatty liver disease (NAFLD) is the most prevalent liver disease in American children. Noninvasive means to discriminate between NAFLD and nonalcoholic steatohepatitis (NASH) might diminish the requirement for liver biopsy or predict those at increased risk for progression. METHODS Data obtained prospectively from children (age, 6-17 y) enrolled in the NASH Clinical Research Network were analyzed to identify clinical-pathologic correlates of pediatric NAFLD. All participants underwent liver biopsy within 6 months of clinical data that were reviewed by a central pathology committee. RESULTS A total of 176 children (mean age, 12.4 y; 77% male) were eligible for inclusion. By using ordinal logistic regression analysis, increasing aspartate aminotransferase (AST) level (odds ratio [OR], 1.017 per U/L; 95% confidence interval [CI], 1.004-1.031) and gamma-glutamyltransferase level (OR, 1.016 per U/L; 95% CI, 1.000-1.033) were associated independently with increasing severity of NASH. Increasing AST level (OR, 1.015 per U/L; 95% CI, 1.006-1.024), increasing white blood cell count (OR, 1.22 per 1000/mm(3); 95% CI, 1.07-1.38), and decreasing hematocrit (OR, 0.87 per %; 95% CI, 0.79-0.96) were associated independently with increasing severity of fibrosis. Area under the receiver operator characteristic curve for a model with AST and alanine aminotransferase was 0.75 (95% CI, 0.66-0.84) and 0.74 (95% CI, 0.63-0.85) for distinguishing steatosis from more advanced forms of NASH and bridging fibrosis from lesser degrees of fibrosis, respectively. CONCLUSIONS Certain components of routine laboratory tests are predictive of NAFLD pattern and fibrosis severity, but do not have adequate discriminate power to replace liver biopsy in evaluating pediatric NAFLD.


Journal of Magnetic Resonance Imaging | 2009

Effect of PRESS and STEAM sequences on magnetic resonance spectroscopic liver fat quantification.

Gavin Hamilton; Michael S. Middleton; Mark Bydder; Takeshi Yokoo; Jeffrey B. Schwimmer; Yuko Kono; Heather Patton; Joel E. Lavine; Claude B. Sirlin

To compare PRESS and STEAM MR spectroscopy for assessment of liver fat in human subjects.


Hepatology | 2014

Survival in infection-related acute-on-chronic liver failure is defined by extrahepatic organ failures

Jasmohan S. Bajaj; Jacqueline G. O'Leary; K. Rajender Reddy; Florence Wong; Scott W. Biggins; Heather Patton; Michael B. Fallon; Guadalupe Garcia-Tsao; Benedict Maliakkal; Raza Malik; Ram M. Subramanian; Leroy R. Thacker; Patrick S. Kamath

Infections worsen survival in cirrhosis; however, simple predictors of survival in infection‐related acute‐on‐chronic liver failure (I‐ACLF) derived from multicenter studies are required in order to improve prognostication and resource allocation. Using the North American Consortium for Study of End‐stage Liver Disease (NACSELD) database, data from 18 centers were collected for survival analysis of prospectively enrolled cirrhosis patients hospitalized with an infection. We defined organ failures as 1) shock, 2) grade III/IV hepatic encephalopathy (HE), 3) need for dialysis and mechanical ventilation. Determinants of survival with these organ failures were analyzed. In all, 507 patients were included (55 years, 52% hepatitis C virus [HCV], 15.8% nosocomial infection, 96% Child score ≥7) and 30‐day evaluations were available in 453 patients. Urinary tract infection (UTI) (28.5%), and spontaneous bacterial peritonitis (SBP) (22.5%) were the most prevalent infections. During hospitalization, 55.7% developed HE, 17.6% shock, 15.1% required renal replacement, and 15.8% needed ventilation; 23% died within 30 days and 21.6% developed second infections. Admitted patients developed none (38.4%), one (37.3%), two (10.4%), three (10%), or four (4%) organ failures. The 30‐day survival worsened with a higher number of extrahepatic organ failures, none (92%), one (72.6%), two (51.3%), three (36%), and all four (23%). I‐ACLF was defined as ≥2 organ failures given the significant change in survival probability associated at this cutoff. Baseline independent predictors for development of ACLF were nosocomial infections, Model for Endstage Liver Disease (MELD) score, low mean arterial pressure (MAP), and non‐SBP infections. Independent predictors of poor 30‐day survival were I‐ACLF, second infections, and admission values of high MELD, low MAP, high white blood count, and low albumin. Conclusion: Using multicenter study data in hospitalized decompensated infected cirrhosis patients, I‐ACLF defined by the presence of two or more organ failures using simple definitions is predictive of poor survival. (Hepatology 2014;60:250–256)


Hepatology | 2012

Effect of Colesevelam on Liver Fat Quantified by Magnetic Resonance in Nonalcoholic Steatohepatitis: A Randomized Controlled Trial

Thuy-Anh Le; Joshua Chen; Christopher Changchien; Michael R. Peterson; Yuko Kono; Heather Patton; Benjamin L. Cohen; David A. Brenner; Claude B. Sirlin; Rohit Loomba

Bile acid sequestrants (BAS) lower plasma low density lipoprotein levels and improve glycemic control. Colestimide, a BAS, has been claimed by computed tomography to reduce liver fat. Therefore, we examined the efficacy of colesevelam, a potent BAS, to decrease liver fat in patients with biopsy‐proven nonalcoholic steatohepatitis (NASH). Liver fat was measured by a novel magnetic resonance imaging (MRI) technique, the proton‐density‐fat‐fraction (PDFF), as well as by conventional MR spectroscopy (MRS). Fifty patients with biopsy‐proven NASH were randomly assigned to either colesevelam 3.75 g/day orally or placebo for 24 weeks. The primary outcome was change in liver fat as measured by MRI‐PDFF in colocalized regions of interest within each of the nine liver segments. Compared with placebo, colesevelam increased liver fat by MRI‐PDFF in all nine segments of the liver with a mean difference of 5.6% (P = 0.002). We cross‐validated the MRI‐PDFF‐determined fat content with that assessed by colocalized MRS; the latter showed a mean difference of 4.9% (P = 0.014) in liver fat between the colesevelam and the placebo arms. MRI‐PDFF correlated strongly with MRS‐determined hepatic fat content (r2 = 0.96, P < 0.0001). Liver biopsy assessment of steatosis, cellular injury, and lobular inflammation did not detect any effect of treatment. Conclusion: Colesevelam increases liver fat in patients with NASH as assessed by MRI as well as MRS without significant changes seen on histology. Thus, MRI and MRS may be better than histology to detect longitudinal changes in hepatic fat in NASH. Underlying mechanisms and whether the small MR‐detected increase in liver fat has clinical consequences is not known. (HEPATOLOGY 2012;56:922–932)


Gastroenterology | 2013

New Consensus Definition of Acute Kidney Injury Accurately Predicts 30-Day Mortality in Patients With Cirrhosis and Infection

Florence Wong; Jacqueline G. O'Leary; K. Rajender Reddy; Heather Patton; Patrick S. Kamath; Michael B. Fallon; Guadalupe Garcia–Tsao; Ram M. Subramanian; Raza Malik; Benedict Maliakkal; Leroy R. Thacker; Jasmohan S. Bajaj

BACKGROUND & AIMS Participants at a consensus conference proposed defining cirrhosis-associated acute kidney injury (AKI) based on a >50% increase in serum creatinine level from the stable baseline value in <6 months or an increase of ≥ 0.3 mg/dL in <48 hours. We performed a prospective study to evaluate the ability of these criteria to predict mortality within 30 days of hospitalization among patients with cirrhosis and infection. METHODS We followed up 337 patients with cirrhosis who were admitted to the hospital with an infection or developed an infection during hospitalization (56% men; 56 ± 10 years of age; Model for End-Stage Liver Disease [MELD] score, 20 ± 8) at 12 centers in North America. We compared data on 30-day mortality, length of stay in the hospital, and organ failure between patients with and without AKI. RESULTS In total, based on the consensus criteria, 166 patients (49%) developed AKI during hospitalization. Patients who developed AKI were admitted with higher Child-Pugh scores than those who did not develop AKI (11.0 ± 2.1 vs 9.6 ± 2.1; P < .0001) as well as higher MELD scores (23 ± 8 vs 17 ± 7; P < .0001) and lower mean arterial pressure (81 ± 16 vs 85 ± 15 mm Hg; P < .01). Higher percentages of patients with AKI died within 30 days of hospitalization (34% vs 7%), were transferred to the intensive care unit (46% vs 20%), required ventilation (27% vs 6%), or went into shock (31% vs 8%); patients with AKI also had longer stays in the hospital (17.8 ± 19.8 vs 13.3 ± 31.8 days) (all P < .001). Of the AKI episodes, 56% were transient, 28% were persistent, and 16% resulted in dialysis. Mortality was higher among those without renal recovery (80%) compared with partial (40%) or complete recovery (15%) or those who did not develop AKI (7%; P < .0001). CONCLUSIONS Among patients with cirrhosis, 30-day mortality is 10-fold higher among those with irreversible AKI than those without AKI. The consensus definition of AKI accurately predicts 30-day mortality, length of hospital stay, and organ failure.


The American Journal of Gastroenterology | 2010

Association Between Metabolic Syndrome and Liver Histology Among Children With Nonalcoholic Fatty Liver Disease

Heather Patton; Katherine P. Yates; Aynur Unalp-Arida; Cynthia Behling; Terry T K Huang; Philip J. Rosenthal; Arun J. Sanyal; Jeffrey B. Schwimmer; Joel E. Lavine

OBJECTIVES:Nonalcoholic steatohepatitis (NASH) is considered the hepatic manifestation of metabolic syndrome (MetS) among adults. Emerging data suggest that MetS may be associated with nonalcoholic fatty liver disease (NAFLD) in children as well. We sought to determine whether MetS or its component features are associated with specific histological features or severity of NAFLD.METHODS:Children and adolescents aged 6–17 years enrolled in the Nonalcoholic Steatohepatitis Clinical Research Network (NASH CRN) with clinical data obtained within 6 months of liver biopsy were included. MetS was defined as the presence of three or more of the following features as determined by application of age-adjusted normative values: central obesity, dyslipidemia, impaired fasting glucose, and elevated blood pressure. Liver biopsies were evaluated by the Pathology Committee of the NASH CRN.RESULTS:Two hundred fifty four children were included in the analysis, of whom 65 (26%) met specified criteria for MetS. Among children with MetS, there is a higher proportion of females who were on average older in age and pubertal. The risk of MetS was greatest among those with severe steatosis (odds ratio (OR)=2.58 for grade 3 vs. grade 1 steatosis, P=0.001). The presence of hepatocellular ballooning was also significantly associated with MetS (OR=2.10, P=0.03). Those with advanced fibrosis (stage 3/4) had an OR for MetS of 3.21 (P=0.04) vs. those without fibrosis (stage 0). Borderline zone 1 or definite NASH patterns compared with “not NASH” were strongly associated with MetS (OR=4.44, P=0.005 and OR=4.07, P=0.002, respectively). The mean NAFLD Activity Score (NAS) was greater among children with MetS vs. those without (4.8 ± 1.4 vs. 4.3 ± 1.4, P=0.01). Central obesity was significantly associated with steatosis, fibrosis, hepatocellular ballooning, and NAFLD pattern. Insulin resistance was significantly associated with steatosis, fibrosis, hepatocellular ballooning, NAS, and NAFLD pattern.CONCLUSIONS:MetS is common among children with NAFLD and is associated with severity of steatosis, hepatocellular ballooning, NAS, NAFLD pattern, and the presence of advanced fibrosis. Individual MetS features, particularly central obesity and insulin resistance, were also associated with severity of NAFLD. MetS features should be considered in children with NAFLD as individually and collectively they help identify children with more advanced disease.


Gastroenterology | 2013

Original ResearchFull Report: Clinical—LiverNew Consensus Definition of Acute Kidney Injury Accurately Predicts 30-Day Mortality in Patients With Cirrhosis and Infection

Florence Wong; Jacqueline G. O'Leary; K. Rajender Reddy; Heather Patton; Patrick S. Kamath; Michael B. Fallon; Guadalupe Garcia–Tsao; Ram M. Subramanian; Raza Malik; Benedict Maliakkal; Leroy R. Thacker; Jasmohan S. Bajaj

BACKGROUND & AIMS Participants at a consensus conference proposed defining cirrhosis-associated acute kidney injury (AKI) based on a >50% increase in serum creatinine level from the stable baseline value in <6 months or an increase of ≥ 0.3 mg/dL in <48 hours. We performed a prospective study to evaluate the ability of these criteria to predict mortality within 30 days of hospitalization among patients with cirrhosis and infection. METHODS We followed up 337 patients with cirrhosis who were admitted to the hospital with an infection or developed an infection during hospitalization (56% men; 56 ± 10 years of age; Model for End-Stage Liver Disease [MELD] score, 20 ± 8) at 12 centers in North America. We compared data on 30-day mortality, length of stay in the hospital, and organ failure between patients with and without AKI. RESULTS In total, based on the consensus criteria, 166 patients (49%) developed AKI during hospitalization. Patients who developed AKI were admitted with higher Child-Pugh scores than those who did not develop AKI (11.0 ± 2.1 vs 9.6 ± 2.1; P < .0001) as well as higher MELD scores (23 ± 8 vs 17 ± 7; P < .0001) and lower mean arterial pressure (81 ± 16 vs 85 ± 15 mm Hg; P < .01). Higher percentages of patients with AKI died within 30 days of hospitalization (34% vs 7%), were transferred to the intensive care unit (46% vs 20%), required ventilation (27% vs 6%), or went into shock (31% vs 8%); patients with AKI also had longer stays in the hospital (17.8 ± 19.8 vs 13.3 ± 31.8 days) (all P < .001). Of the AKI episodes, 56% were transient, 28% were persistent, and 16% resulted in dialysis. Mortality was higher among those without renal recovery (80%) compared with partial (40%) or complete recovery (15%) or those who did not develop AKI (7%; P < .0001). CONCLUSIONS Among patients with cirrhosis, 30-day mortality is 10-fold higher among those with irreversible AKI than those without AKI. The consensus definition of AKI accurately predicts 30-day mortality, length of hospital stay, and organ failure.

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Jasmohan S. Bajaj

Virginia Commonwealth University

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Michael B. Fallon

University of Texas Health Science Center at Houston

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Leroy R. Thacker

Virginia Commonwealth University

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Jacqueline G. O'Leary

Baylor University Medical Center

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