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1.
PLoS One ; 13(3): e0192748, 2018.
Article in English | MEDLINE | ID: mdl-29538406

ABSTRACT

Disparities in hepatocellular carcinoma (HCC) incidence and survival have been observed between ethnic groups including African-Americans (AA) and European-Americans (EA). The evaluation of the changes in the levels of metabolites in samples stratified by race could provide a snapshot of ethnically diverse disease related pathways and identify reliable biomarkers. In this study, we considered AA and EA to investigate metabolites that may be associated with HCC in a race-specific manner. The levels of 46 metabolites in plasma samples, collected from patients recruited at MedStar Georgetown University Hospital, were analyzed by Agilent GC-qMS in selected ion monitoring (SIM) mode. A least absolute shrinkage and selection operator (LASSO) regression model was applied to select metabolites with significant changes in HCC vs. cirrhosis in three groups: (1) AA and EA combined; (2) AA separately; and (3) EA separately. In addition, metabolites that distinguish HCC cases from cirrhosis in these three groups were selected by excluding those without HCV infection. The performances of the metabolites selected by LASSO in each group were evaluated through a leave-one-out cross-validation. We identified race-specific metabolites that differentiated HCC cases from cirrhotic controls, yielding better area under the receiver operating characteristics (ROC) curve (AUC) compared to alpha-fetoprotein (AFP), the serological marker widely used for the diagnosis of HCC. This study sheds light on metabolites that could potentially be used as biomarkers for HCC by monitoring their levels in high-risk population of cirrhotic patients in a race-specific manner.


Subject(s)
Black or African American , Carcinoma, Hepatocellular , Hepacivirus , Hepatitis C , Liver Cirrhosis , Liver Neoplasms , Models, Biological , White People , Aged , Carcinoma, Hepatocellular/epidemiology , Carcinoma, Hepatocellular/ethnology , Carcinoma, Hepatocellular/metabolism , Carcinoma, Hepatocellular/pathology , Female , Hepatitis C/epidemiology , Hepatitis C/ethnology , Hepatitis C/metabolism , Hepatitis C/pathology , Humans , Liver Cirrhosis/epidemiology , Liver Cirrhosis/ethnology , Liver Cirrhosis/metabolism , Liver Cirrhosis/pathology , Liver Neoplasms/epidemiology , Liver Neoplasms/ethnology , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Male , Middle Aged
2.
Clin Transpl ; 32: 93-101, 2016.
Article in English | MEDLINE | ID: mdl-28564526

ABSTRACT

Antibody-mediated rejection (AMR) remains a problem without a reliable treatment in the care of kidney transplant patients. We proposed and tested a program of screening for donor specific antibodies (DSA) to initiate treatment of patients before AMR was detected and to prevent its occurrence. Starting in April 2012, we stratified patients into high-, medium-, and low-risk groups for the development of DSA and instituted a program of screening for and treatment of these antibodies. We used a historic control group of patients transplanted at our center as a comparator and looked at rates of DSA testing and development as well as rates of development of AMR, cell-mediated rejection, and graft loss. 614 patients were transplanted under the protocol compared with 266 patients in the control group. Length of follow-up was similar in both groups. The group undergoing DSA screening had lower rates of DSA development (17.6% versus 24.8%, p=0.016) and that DSA was found at a significantly earlier time post-transplant (147 versus 248 days, p=0.02). Incidence of AMR was dramatically lower in the screened group (1.3% versus 8.6%, p<0.0001) with no grafts lost due to AMR. AMR was found to occur at an average of 181 days post-transplant. Rates of acute cellular rejection did not decrease in a manner similar to AMR rates. In conclusion, a program of universal risk-stratified DSA testing in kidney transplant patients can dramatically reduce rates of AMR and virtually eliminate graft loss due to AMR.


Subject(s)
Graft Rejection/diagnosis , HLA Antigens , Isoantibodies , Kidney Transplantation , Humans , Incidence , Tissue Donors
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