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1.
Front Nephrol ; 4: 1403096, 2024.
Article in English | MEDLINE | ID: mdl-38933742

ABSTRACT

Introduction: Liver transplant recipients may have pre-formed anti-HLA antibodies directed to mismatched HLA of the liver donor (donor specific antibodies, DSA) or not directed to the liver donor (non-donor specific, non-DSA). We observed the fate of these antibodies (DSA and non-DSA) at 12 months after transplant. Methods: Patients transplanted between 4/2015 and 12/2018 (N = 216) who had anti-HLA antibody measurements at both transplant and 12 months posttransplant (N = 124) and with DSAs at transplant (N = 31) were considered informative for a paired analysis of the natural history of DSA and non-DSA following liver transplantation. Results: Class I DSAs and non-DSAs decreased between transplant and 12 months; however, Class I DSAs essentially disappeared by 12 months while Class I non-DSAs did not. Anti-HLA Class II DSAs performed differently. While there was a significant drop in values between transplant and 12 months, these antibodies mostly persisted at a low level. Discussion: Our study demonstrated a significant difference in the kinetics of DSA compared to non-DSA following liver transplantation, most profoundly for anti-HLA Class I antibodies. Class I DSAs were mostly absent at 12 months while Class II DSAs persisted, although at lower levels. The mechanisms of reduction in anti-HLA antibodies following liver transplantation are not completely understood and were not pursued as a part of this study. This detailed analysis of Class I and Class II DSAs and non-DSAs represents and important study to explore the change in antibodies at one year from liver transplantation.

2.
NPJ Precis Oncol ; 6(1): 28, 2022 Apr 25.
Article in English | MEDLINE | ID: mdl-35468987

ABSTRACT

Cell-free RNA (cfRNA) in plasma reflects phenotypic alterations of both localized sites of cancer and the systemic host response. Here we report that cfRNA sequencing enables the discovery of messenger RNA (mRNA) biomarkers in plasma with the tissue of origin-specific to cancer types and precancerous conditions in both solid and hematologic malignancies. To explore the diagnostic potential of total cfRNA from blood, we sequenced plasma samples of eight hepatocellular carcinoma (HCC) and ten multiple myeloma (MM) patients, 12 patients of their respective precancerous conditions, and 20 non-cancer (NC) donors. We identified distinct gene sets and built classification models using Random Forest and linear discriminant analysis algorithms that could distinguish cancer patients from premalignant conditions and NC individuals with high accuracy. Plasma cfRNA biomarkers of HCC are liver-specific genes and biomarkers of MM are highly expressed in the bone marrow compared to other tissues and are related to cell cycle processes. The cfRNA level of these biomarkers displayed a gradual transition from noncancerous states through precancerous conditions and cancer. Sequencing data were cross-validated by quantitative reverse transcription PCR and cfRNA biomarkers were validated in an independent sample set (20 HCC, 9 MM, and 10 NC) with AUC greater than 0.86. cfRNA results observed in precancerous conditions require further validation. This work demonstrates a proof of principle for using mRNA transcripts in plasma with a small panel of genes to distinguish between cancers, noncancerous states, and precancerous conditions.

3.
Proc Natl Acad Sci U S A ; 118(48)2021 11 30.
Article in English | MEDLINE | ID: mdl-34815335

ABSTRACT

During pregnancy, the rodent liver undergoes hepatocyte proliferation and increases in size, followed by weaning-induced involution via hepatocyte cell death and stromal remodeling, creating a prometastatic niche. These data suggest a mechanism for increased liver metastasis in breast cancer patients with recent childbirth. It is unknown whether the human liver changes in size and function during pregnancy and weaning. In this study, abdominal imaging was obtained in healthy women at early and late pregnancy and postwean. During pregnancy time points, glucose production and utilization and circulating bile acids were measured. Independently of weight gain, most women's livers increased in size with pregnancy, then returned to baseline postwean. Putative roles for bile acids in liver growth and regression were observed. Together, the data support the hypothesis that the human liver is regulated by reproductive state with growth during pregnancy and volume loss postwean. These findings have implications for sex-specific liver diseases and for breast cancer outcomes.


Subject(s)
Liver/physiology , Organ Size/physiology , Pregnancy/physiology , Adult , Bile Acids and Salts/analysis , Bile Acids and Salts/blood , Cell Proliferation , Female , Glucose/analysis , Hepatocytes , Humans , Liver/metabolism , Parturition , Weaning
4.
Stem Cell Res ; 56: 102523, 2021 10.
Article in English | MEDLINE | ID: mdl-34601385

ABSTRACT

BACKGROUND & AIMS: Mature hepatocytes have limited expansion capability in culture and rapidly loose key functions. Recently however, tissue culture conditions have been developed that permit rodent hepatocytes to proliferate and transform into progenitor-like cells with ductal characteristics in vitro. Analogous cells expressing both hepatic and duct markers can be found in human cirrhotic liver in vivo and may represent an expandable population. METHODS: An in vitro culture system to expand epithelial cells from human end stage liver disease organs was developed by inhibiting the canonical TGF-ß, Hedgehog and BMP pathways. RESULTS: Human cirrhotic liver epithelial cells became highly proliferative in vitro. Both gene expression and DNA methylation site analyses revealed that cirrhosis derived epithelial liver cells were intermediate between normal hepatocytes and cholangiocytes. Mouse hepatocytes could be expanded under the same conditions and retained the ability to re-differentiate into hepatocytes upon transplantation. In contrast, human cirrhotic liver derived cells had only low re-differentiation capacity. CONCLUSIONS: Epithelial cells of intermediate ductal-hepatocytic phenotype can be isolated from human cirrhotic livers and expanded in vitro. Unlike their murine counterparts they have limited liver repopulation potential.


Subject(s)
Hepatocytes , Liver , Animals , Cell Differentiation , Cells, Cultured , Epithelial Cells , Liver Cirrhosis , Mice
5.
Mol Ther ; 29(10): 2898-2909, 2021 10 06.
Article in English | MEDLINE | ID: mdl-34461297

ABSTRACT

Recombinant adeno-associated viral (rAAV) vectors are considered promising tools for gene therapy directed at the liver. Whereas rAAV is thought to be an episomal vector, its single-stranded DNA genome is prone to intra- and inter-molecular recombination leading to rearrangements and integration into the host cell genome. Here, we ascertained the integration frequency of rAAV in human hepatocytes transduced either ex vivo or in vivo and subsequently expanded in a mouse model of xenogeneic liver regeneration. Chromosomal rAAV integration events and vector integrity were determined using the capture-PacBio sequencing approach, a long-read next-generation sequencing method that has not previously been used for this purpose. Chromosomal integrations were found at a surprisingly high frequency of 1%-3% both in vitro and in vivo. Importantly, most of the inserted rAAV sequences were heavily rearranged and were accompanied by deletions of the host genomic sequence at the integration site.


Subject(s)
Dependovirus/physiology , Hepatocytes/transplantation , Liver Regeneration , Animals , Cells, Cultured , Chromosomes/genetics , Dependovirus/genetics , Disease Models, Animal , Genetic Therapy , Genetic Vectors/administration & dosage , Hepatocytes/cytology , Hepatocytes/metabolism , Humans , Mice , Transduction, Genetic , Virus Integration
6.
Mol Ther ; 29(2): 680-690, 2021 02 03.
Article in English | MEDLINE | ID: mdl-33554867

ABSTRACT

Adeno-associated virus (AAV) integrates into host genomes at low frequency, but when integration occurs in oncogenic hotspots it can cause hepatocellular carcinoma (HCC). Given the possibility of recombinant AAV (rAAV) integration leading to HCC, common causes of liver inflammation like non-alcoholic fatty liver disease (NAFLD) may increase the risk of rAAV-induced HCC. A rAAV targeting the oncogenic mouse Rian locus was used, and as expected led to HCC in all mice infected as neonates, likely due to growth-related hepatocyte proliferation in young mice. Mice infected with rAAV as adults did not develop HCC unless they were fed a diet leading to NAFLD, with increased inflammation and hepatocyte proliferation. Female mice were less susceptible to rAAV-induced HCC, and male mice with NAFLD treated with estrogen exhibited less inflammation and immune exhaustion associated with oncogenesis compared to those without estrogen. Adult NAFLD mice infected with a non-targeted control rAAV also developed HCC, though only half as frequently as those exposed to the Rian targeted rAAV. This study shows that adult mice exposed to rAAV gene therapy in the context of chronic liver disease developed HCC at high frequency, and thus warrants further study in humans given the high prevalence of NAFLD in the population.


Subject(s)
Carcinoma, Hepatocellular/etiology , Dependovirus/genetics , Genetic Therapy/adverse effects , Genetic Vectors/genetics , Liver Diseases/complications , Liver Diseases/etiology , Liver Neoplasms/etiology , Animals , Carcinoma, Hepatocellular/diagnosis , Disease Models, Animal , Genetic Therapy/methods , Incidence , Liver Diseases/pathology , Liver Neoplasms/diagnosis , Mice
7.
Clin Liver Dis ; 24(4): 771-787, 2020 11.
Article in English | MEDLINE | ID: mdl-33012458

ABSTRACT

Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality, but unlike other leading causes of cancer death, HCC is increasing in mortality and burden of management. Management of HCC is unique because it usually arises in a diseased liver, which itself may be a driver of mortality. Multidisciplinary teams (MDTs) for the management of complex diseases are becoming more common, but are especially needed in the management of patients with HCC. Liver cancer MDTs are used in most centers providing comprehensive care for patients with HCC, and should be considered the standard of care for these patients.


Subject(s)
Adenoma, Liver Cell/therapy , Carcinoma, Hepatocellular/therapy , Liver Neoplasms/therapy , Patient Care Team/organization & administration , Standard of Care , Artificial Intelligence , Disease Management , Humans
11.
J Clin Gastroenterol ; 54(8): 741-746, 2020 09.
Article in English | MEDLINE | ID: mdl-31764489

ABSTRACT

GOAL: The goal of this study was to describe potential key differences in thromboelastography (TEG) variables in hospitalized cirrhotics compared with a healthy population, identify patterns of hematologic disturbance with disease progression, and assess the value of traditional tests such as international normalized ratio (INR) and platelet count to determine coagulopathy in cirrhotics. BACKGROUND: TEG, a functional assay of coagulation, has emerged as a useful tool for predicting bleeding risk in cirrhosis. STUDY: Hospitalized cirrhotics who received a TEG before any blood products between January 2017 and February 2018 at a liver transplant center were included. Reaction time (r-time), coagulation time (k-time), angle-rate of clot polymerization (α) and maximum clot strength (maximum amplitude) were measured with kaolin-activated citrated blood TEG assays. RESULTS: A total of 106 cirrhotic patients (Child-Turcotte-Pugh A, B, C; n=25, 25, 56) were identified for comparison against data from 53 healthy controls. TEG parameters in cirrhotics were statistically different from controls. Mean INR and platelet count for all cirrhotics were largely outside the normal reference range, contrary to TEG parameters which demonstrated parameters mostly within the normal reference ranges. The r-time, k-time, and α values in the cirrhotics progressively increased and maximum amplitude values progressively decreased as the liver disease progressed. Regression analysis showed no significant correlations between INR and r-time across any Child-Turcotte-Pugh class (r=0.01, 0.18, 0.23; P=0.95, 0.39, 0.08, respectively). CONCLUSIONS: Although cirrhotics had TEG parameters within normal ranges, there was a propensity for decreased clot formation as liver function worsened. Importantly, the INR did not correlate with TEG parameters in cirrhotic patients, and given the precarious hemostatic balance in these patients, a TEG may be a better predictor of bleeding risk.


Subject(s)
Hemostatics , Thrombelastography , Blood Coagulation , Child , Humans , International Normalized Ratio , Liver Cirrhosis/complications
12.
AJR Am J Roentgenol ; 210(6): 1366-1367, 2018 06.
Article in English | MEDLINE | ID: mdl-29667887

ABSTRACT

OBJECTIVE: This commentary discusses research examining comparisons of locoregional therapy with systemic therapy for unresectable hepatocellular carcinoma (HCC). CONCLUSION: Comparison of patient outcomes after locoregional or systemic therapy for HCC is confounded by selection bias, wherein patients chosen for locoregional therapy usually have better underlying liver function that may contribute to the observed longer survival.


Subject(s)
Carcinoma, Hepatocellular , Chemoembolization, Therapeutic , Liver Neoplasms , Humans
13.
Mol Ther ; 26(5): 1327-1342, 2018 05 02.
Article in English | MEDLINE | ID: mdl-29550076

ABSTRACT

Direct lineage reprogramming can convert readily available cells in the body into desired cell types for cell replacement therapy. This is usually achieved through forced activation or repression of lineage-defining factors or pathways. In particular, reprogramming toward the pancreatic ß cell fate has been of great interest in the search for new diabetes therapies. It has been suggested that cells from various endodermal lineages can be converted to ß-like cells. However, it is unclear how closely induced cells resemble endogenous pancreatic ß cells and whether different cell types have the same reprogramming potential. Here, we report in vivo reprogramming of pancreatic ductal cells through intra-ductal delivery of an adenoviral vector expressing the transcription factors Pdx1, Neurog3, and Mafa. Induced ß-like cells are mono-hormonal, express genes essential for ß cell function, and correct hyperglycemia in both chemically and genetically induced diabetes models. Compared with intrahepatic ducts and hepatocytes treated with the same vector, pancreatic ducts demonstrated more rapid activation of ß cell transcripts and repression of donor cell markers. This approach could be readily adapted to humans through a commonly performed procedure, endoscopic retrograde cholangiopancreatography (ERCP), and provides potential for cell replacement therapy in type 1 diabetes patients.


Subject(s)
Cellular Reprogramming , Insulin-Secreting Cells/cytology , Insulin-Secreting Cells/metabolism , Pancreatic Ducts/cytology , ATPases Associated with Diverse Cellular Activities/genetics , ATPases Associated with Diverse Cellular Activities/metabolism , Adenoviridae/genetics , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , Biomarkers , Cellular Reprogramming/genetics , Diabetes Mellitus, Experimental , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/immunology , Diabetes Mellitus, Type 1/metabolism , Disease Models, Animal , Gene Expression Profiling , Gene Expression Regulation , Genetic Vectors/genetics , Hepatocytes/metabolism , Humans , Insulin/genetics , Insulin/metabolism , Maf Transcription Factors, Large/genetics , Maf Transcription Factors, Large/metabolism , Mice , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Single-Cell Analysis , Transcription Factors/genetics , Transcription Factors/metabolism
14.
Int J Radiat Oncol Biol Phys ; 100(3): 577-585, 2018 03 01.
Article in English | MEDLINE | ID: mdl-29413273

ABSTRACT

PURPOSE: To report the toxicities and outcomes for stereotactic body radiation therapy (SBRT) and accelerated hypofractionated radiation therapy (AHRT) in patients with Child-Pugh (CP) class A, B, or C and albumin-bilirubin (ALBI) score 1, 2, or 3 hepatocellular carcinoma. METHODS AND MATERIALS: We retrospectively reviewed the data from 146 patients with hepatocellular carcinoma who had undergone SBRT (50 Gy in 5 fractions) or AHRT (45 Gy in 18 fractions). The primary endpoint was liver toxicity, defined as an increase in the CP score of ≥2 within 6 months of radiation therapy. The secondary endpoints of ALBI change, overall survival, and local control were also calculated. RESULTS: The median follow-up was 23 months (range 1-59). Most received SBRT (72%), and 28% received AHRT. Of all 146 patients, 45 (31%) had a CP score elevation of ≥2 within 6 months of radiation therapy (RT) (27 patients [28%] with baseline CP-A/B7 and 18 [35%] with baseline CP-B8/B9/C cirrhosis; P = .45). On multivariate analysis, neither baseline CP nor ALBI score was predictive of toxicity. No patient with a decline in liver functionality of CP ≥2 within 6 months of RT returned to baseline at later time points. Eleven grade 4 toxicities were observed. The mean change in the raw ALBI score at ∼6 months was similar for all baseline ALBI groups. Twenty-two patients underwent orthotopic liver transplantation after RT, 13 of whom had baseline CP-B8/B9/C liver functionality. For all patients, the 1- and 2-year treated-lesion local control was greater for SBRT than for AHRT (2-year 94% vs 65%, P < .0001). CONCLUSIONS: The tolerability of SBRT or AHRT as measured by a CP score decline of ≥2 within 6 months of RT was similar across baseline liver functionality groups. Compared with AHRT, SBRT was associated with superior local control. Because the true tolerability of limited-volume RT for patients with CP-B or CP-C cirrhosis is unknown, prospective trials validating its safety and efficacy are warranted.


Subject(s)
Carcinoma, Hepatocellular/radiotherapy , Liver Neoplasms/radiotherapy , Liver/radiation effects , Radiation Dose Hypofractionation , Radiosurgery/methods , Albumins/analysis , Bilirubin/analysis , Female , Follow-Up Studies , Humans , Liver Cirrhosis , Liver Function Tests , Male , Middle Aged , Multivariate Analysis , Organs at Risk , Prognosis , Radiosurgery/adverse effects , Radiotherapy Dosage , Retrospective Studies
15.
16.
Transplantation ; 102(1): e18-e25, 2018 01.
Article in English | MEDLINE | ID: mdl-28968354

ABSTRACT

BACKGROUND: Approximately 5% of liver transplants annually are performed urgently with "status-1" designation. This study aims to determine if the demand, characteristics, and outcome for status-1 liver transplantation has changed over time. METHODS: We used the Scientific Registry of Transplant Patients (2003-2015) to characterize 2352 adult patients who underwent 2408 status-1 liver transplants and compared them between Era1 (2003-6/2009) and Era2 (7/2009-2015). RESULTS: Overall, there were fewer liver transplants performed with the status-1 designation in Era2 than Era1 (1099 vs 1309). Although the number of urgent liver transplants was relatively constant with successive years, the proportion transplanted with status-1 designation decreased markedly over time. Era2 patients were older (43.2 years vs 41.7 years, P = 0.01) and less likely be ABO-incompatible (1.1% vs 2.4%, P = 0.01) or retransplant (77 vs 124, P = 0.03). In terms of disease etiology, the largest group was "acute liver failure (ALF), nonspecified" (43.4%). There was no difference in proportion with drug-induced liver injury (DILI), but the subset of herbal/dietary supplements increased in Era2 (1.3% vs 0.46%, P = 0.04). Survival was increased in Era2 in the overall cohort and for patients with autoimmune disease (P < 0.05), despite longer waiting times for this etiology (186 days vs 149 days). DILI or nonspecified ALF had shorter waiting times, and 90% were transplanted within 7 days. CONCLUSIONS: Liver transplantation for the most urgent indications (status-1) is decreasing while survival remains excellent. Fewer incidences of ALF are classified as indeterminate, mostly as a result of increasing awareness of autoimmune hepatitis and DILI as causes of the syndrome.


Subject(s)
Liver Transplantation , Waiting Lists , Adolescent , Adult , Aged , Chemical and Drug Induced Liver Injury/surgery , Female , Humans , Liver Failure, Acute/surgery , Liver Transplantation/mortality , Male , Middle Aged , Young Adult
18.
Oncol Nurs Forum ; 44(6): 665-673, 2017 11 01.
Article in English | MEDLINE | ID: mdl-29052660

ABSTRACT

PURPOSE/OBJECTIVES: To describe the presence, frequency, severity, and distress of symptoms in outpatients with advanced hepatocellular carcinoma toward the end of life, and the variability in psychological and physical symptom distress between and within patients over time. 
. DESIGN: A prospective, longitudinal, descriptive design. 
. SETTING: Outpatient clinics at two healthcare institutions. 
. SAMPLE: 18 patients (15 men and 3 women) with hepatocellular carcinoma and a mean age of 63.3 years (range = 54-81 years).
. METHODS: Data were collected monthly for six months. Patients completed the Memorial Symptom Assessment Scale, which reports a total score, and three subscales that provide global distress, psychological distress, and physical distress scores.
. MAIN RESEARCH VARIABLES: Global, psychological, and physical distress.
. FINDINGS: Patients reported lack of energy and pain as the most frequent and distressing symptoms. Problems with sexual interest or activity was the fourth most present symptom after drowsiness. Global Distress Index mean scores had notable variability between and within patients over time. During data collection, six patients died. None were referred to palliative care.
. CONCLUSIONS: Gaining knowledge about symptom distress and prevalent symptoms experienced by patients with advanced hepatocellular carcinoma is critical for designing symptom management strategies that are comprehensive and tailored to patients to optimize their quality of life as they approach death.
. IMPLICATIONS FOR NURSING: Nurses play a vital role in advocating for, initiating, and providing comprehensive holistic care based on individual patient needs by facilitating discussions about apparent and less apparent distressing symptoms, including those related to sexuality.


Subject(s)
Carcinoma, Hepatocellular/psychology , Liver Neoplasms/psychology , Outpatients/psychology , Pain/psychology , Quality of Life/psychology , Stress, Psychological , Aged , Aged, 80 and over , Attitude to Death , Female , Humans , Longitudinal Studies , Male , Middle Aged , Prospective Studies
19.
BMJ Open Gastroenterol ; 4(1): e000157, 2017.
Article in English | MEDLINE | ID: mdl-28944072

ABSTRACT

INTRODUCTION: To assess the outcomes of immediate LDT versus observation strategies for T1 hepatocellular carcinoma (HCC) with respect to progression beyond Milan and survival. METHOD: T1 HCCs were retrospectively reviewed from a multidisciplinary tumour board database between September 2007 and May 2015. In the observation group, T1 lesions were observed until the tumour grew to meet T2 criteria (=2 cm). The treatment group consisted of T1 lesions treated at diagnosis with liver directed therapy (LDT). Kaplan-Meier plots were constructed for tumour progression beyond Milan and overall survival. RESULTS: 87 patients (observation n=56; LDT n=31) were included in the study. A total of 22% (n=19) of patients progressed beyond Milan with no difference in progression between treatment and observation groups (19% vs 23%, p=0.49). Median time to progression beyond Milan was 16 months. Overall transplantation rate was 22% (observation group n=16; treatment group n=3, p=0.04). Median survival was 55 months with LDT versus 36 months in the observation group (p=0.22). In patients who progressed to T2 (n=60), longer time to T2 progression was a predictor of improved survival (HR=0.94, 95% CI 0.88 to 0.99, p=0.03). CONCLUSIONS: Immediate LDT of T1 lesions was not associated with increased risk of progression beyond Milan criteria when compared with an observation approach. Longer time to T2 progression was associated with increased survival and may be a surrogate for favourable tumour biology.

20.
Transplantation ; 100(12): 2648-2655, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27575690

ABSTRACT

BACKGROUND: Over 85% of US centers adhere to practice guidelines that consider morbid obesity to be a contraindication to liver transplantation (LT). The relationship of morbid obesity with LT outcomes and survival benefit in the current era is unknown. METHODS: We investigated the association of body mass index with waitlist and post-LT outcomes, and survival benefit, using the United Network for Organ Sharing registry. We categorized body mass index as follows: 18.5 to 29.9 kg/m, normal/overweight; 30 to 34.9 kg/m, obese; 35 to 39.9 kg/m, severely obese; and ≥40 kg/m, morbidly obese, and evaluated waitlist outcomes using competing risk regression and post-LT outcomes and survival benefit using Cox regression. RESULTS: 3.9% of 80 221 waitlisted and 3.5% of 38 177 transplanted patients were morbidly obese. Waitlist mortality was higher for morbidly obese than normal/overweight patients (subdistribution hazard ratio, 1.16; 95% confidence interval [CI]:1.08-1.26), but post-LT mortality and graft failure were comparable (hazard ratio [HR], 1.01; 95% CI, 0.86-1.19; and HR, 1.15; 95% CI, 0.95-1.40). Morbidly obese patients also benefited more from LT (88% mortality reduction vs 80% for normal/overweight). Morbid obesity predicted higher post-LT mortality before 2007 (HR, 1.18; 95% CI, 1.04-1.34), but not afterward (HR, 0.98; 95% CI, 0.81-1.18). CONCLUSIONS: Morbid obesity is associated with higher mortality on the LT waitlist, but no longer predicts inferior outcomes after LT. Morbidly obese patients should be considered potential candidates for LT.


Subject(s)
Hepatectomy , Liver Transplantation , Obesity, Morbid/complications , Obesity, Morbid/surgery , Waiting Lists , Body Mass Index , Cohort Studies , Female , Humans , Male , Middle Aged , Obesity, Morbid/mortality , Proportional Hazards Models , Registries , Risk Assessment , Risk Factors , Treatment Outcome , United States
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