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1.
Proc Natl Acad Sci U S A ; 120(28): e2305236120, 2023 07 11.
Article in English | MEDLINE | ID: mdl-37399400

ABSTRACT

Plasma cell-free DNA (cfDNA) is a noninvasive biomarker for cell death of all organs. Deciphering the tissue origin of cfDNA can reveal abnormal cell death because of diseases, which has great clinical potential in disease detection and monitoring. Despite the great promise, the sensitive and accurate quantification of tissue-derived cfDNA remains challenging to existing methods due to the limited characterization of tissue methylation and the reliance on unsupervised methods. To fully exploit the clinical potential of tissue-derived cfDNA, here we present one of the largest comprehensive and high-resolution methylation atlas based on 521 noncancer tissue samples spanning 29 major types of human tissues. We systematically identified fragment-level tissue-specific methylation patterns and extensively validated them in orthogonal datasets. Based on the rich tissue methylation atlas, we develop the first supervised tissue deconvolution approach, a deep-learning-powered model, cfSort, for sensitive and accurate tissue deconvolution in cfDNA. On the benchmarking data, cfSort showed superior sensitivity and accuracy compared to the existing methods. We further demonstrated the clinical utilities of cfSort with two potential applications: aiding disease diagnosis and monitoring treatment side effects. The tissue-derived cfDNA fraction estimated from cfSort reflected the clinical outcomes of the patients. In summary, the tissue methylation atlas and cfSort enhanced the performance of tissue deconvolution in cfDNA, thus facilitating cfDNA-based disease detection and longitudinal treatment monitoring.


Subject(s)
Cell-Free Nucleic Acids , Deep Learning , Humans , Cell-Free Nucleic Acids/genetics , DNA Methylation , Biomarkers , Promoter Regions, Genetic , Biomarkers, Tumor/genetics
2.
Hepatology ; 77(3): 774-788, 2023 03 01.
Article in English | MEDLINE | ID: mdl-35908246

ABSTRACT

BACKGROUND AND AIMS: The sensitivity of current surveillance methods for detecting early-stage hepatocellular carcinoma (HCC) is suboptimal. Extracellular vesicles (EVs) are promising circulating biomarkers for early cancer detection. In this study, we aim to develop an HCC EV-based surface protein assay for early detection of HCC. APPROACH AND RESULTS: Tissue microarray was used to evaluate four potential HCC-associated protein markers. An HCC EV surface protein assay, composed of covalent chemistry-mediated HCC EV purification and real-time immuno-polymerase chain reaction readouts, was developed and optimized for quantifying subpopulations of EVs. An HCC EV ECG score, calculated from the readouts of three HCC EV subpopulations ( E pCAM + CD63 + , C D147 + CD63 + , and G PC3 + CD63 + HCC EVs), was established for detecting early-stage HCC. A phase 2 biomarker study was conducted to evaluate the performance of ECG score in a training cohort ( n  = 106) and an independent validation cohort ( n  = 72).Overall, 99.7% of tissue microarray stained positive for at least one of the four HCC-associated protein markers (EpCAM, CD147, GPC3, and ASGPR1) that were subsequently validated in HCC EVs. In the training cohort, HCC EV ECG score demonstrated an area under the receiver operating curve (AUROC) of 0.95 (95% confidence interval [CI], 0.90-0.99) for distinguishing early-stage HCC from cirrhosis with a sensitivity of 91% and a specificity of 90%. The AUROCs of the HCC EV ECG score remained excellent in the validation cohort (0.93; 95% CI, 0.87-0.99) and in the subgroups by etiology (viral: 0.95; 95% CI, 0.90-1.00; nonviral: 0.94; 95% CI, 0.88-0.99). CONCLUSION: HCC EV ECG score demonstrated great potential for detecting early-stage HCC. It could augment current surveillance methods and improve patients' outcomes.


Subject(s)
Carcinoma, Hepatocellular , Extracellular Vesicles , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/diagnosis , Liver Neoplasms/pathology , Biomarkers, Tumor/analysis , Extracellular Vesicles/chemistry , Membrane Proteins , Electrocardiography , Glypicans
3.
J Hepatol ; 77(5): 1265-1275, 2022 11.
Article in English | MEDLINE | ID: mdl-35697332

ABSTRACT

BACKGROUND & AIMS: Nucleos(t)ide reverse transcriptase inhibitors do not completely suppress HBV DNA in chronic HBV infection (cHBV). Vebicorvir (VBR) is an investigational core inhibitor that interferes with multiple aspects of HBV replication. This phase II trial evaluated the safety and efficacy of VBR in combination with entecavir (ETV) in treatment-naïve patients with cHBV. METHODS: HBeAg-positive, treatment-naïve patients without cirrhosis were randomised 1:1 in a double-blind manner to once-daily VBR 300 mg+ETV 0.5 mg or placebo (PBO)+ETV 0.5 mg for 24 weeks. The primary endpoint was change in mean log10 HBV DNA from Baseline to Week 12 and 24. RESULTS: All patients in both treatment groups (PBO+ETV: 12/12; VBR+ETV: 13/13) completed the study. At Week 12, VBR+ETV led to a greater mean (SD) reduction from Baseline in log10 IU/ml HBV DNA (-4.45 [1.03]) vs. PBO+ETV (-3.30 [1.18]; p = 0.0077). At Week 24, VBR+ETV led to a greater reduction from Baseline in log10 IU/ml HBV DNA (-5.33 [1.59]) vs. PBO+ETV (-4.20 [0.98]; p = 0.0084). Greater mean reductions in pregenomic RNA were observed at Week 12 and 24 in patients receiving VBR+ETV vs. PBO+ETV (p <0.0001 and p <0.0001). Changes in viral antigens were similar in both groups. No drug interaction between VBR and ETV was observed. Two patients experienced HBV DNA rebound during treatment, with no resistance breakthrough detected. The safety of VBR+ETV was similar to PBO+ETV. All treatment-emergent adverse events and laboratory abnormalities were Grade 1/2. There were no deaths, serious adverse events, or evidence of drug-induced liver injury. CONCLUSIONS: In this 24-week study, VBR+ETV provided additive antiviral activity over PBO+ETV in treatment-naïve patients with cHBV, with a favourable safety and tolerability profile. CLINICAL TRIAL NUMBER: NCT03577171 LAY SUMMARY: Hepatitis B is a long-lasting viral infection of the liver. Current treatments can suppress hepatitis B virus but do not offer the opportunity of cure, hence, new treatment approaches are required. Herein, we show that the combination of the novel core inhibitor vebicorvir with an existing antiviral (entecavir) in treatment-naïve patients chronically infected with hepatitis B virus demonstrated greater antiviral activity than entecavir alone. Additionally, vebicorvir was safe and well tolerated. Thus, further studies evaluating its potential role in the treatment of chronic hepatitis B are warranted.


Subject(s)
Antiviral Agents , Hepatitis B, Chronic , Humans , Antiviral Agents/adverse effects , DNA, Viral , Guanine/analogs & derivatives , Hepatitis B e Antigens , Hepatitis B virus , Hepatitis B, Chronic/drug therapy , Reverse Transcriptase Inhibitors/therapeutic use , RNA , Treatment Outcome , Drug Therapy, Combination/adverse effects , Double-Blind Method
4.
J Hepatol ; 77(3): 642-652, 2022 09.
Article in English | MEDLINE | ID: mdl-35460726

ABSTRACT

BACKGROUND & AIMS: HBV nucleos(t)ide reverse transcriptase inhibitors (NrtIs) do not completely suppress HBV replication. Previous reports indicate persistent viremia during NrtI treatment despite HBV DNA being undetectable. HBV core inhibitors may enhance viral suppression when combined with NrtIs. This phase II trial (NCT03576066) evaluated the efficacy and safety of the investigational core inhibitor, vebicorvir (VBR), in virologically- suppressed patients on NrtIs. METHODS: Non-cirrhotic, NrtI-suppressed patients with chronic HBV were randomised to VBR 300 mg once daily or matching placebo (PBO) for 24 weeks. Treatment was stratified by hepatitis B e antigen (HBeAg) status. The primary endpoint was change from Baseline in serum HBeAg or hepatitis B surface antigen (HBsAg) after 24 weeks. RESULTS: Of 73 patients enrolled, 47 were HBeAg positive and 26 were HBeAg negative. In HBeAg-positive and -negative patients, there were no differences in the change from Baseline at Week 24 for HBsAg or HBeAg. Using a novel, high-sensitivity assay to detect HBV DNA, a greater proportion of patients with detectable HBV DNA at Baseline achieved undetectable HBV DNA at Week 24 in the VBR+NrtI vs. PBO+NrtI group. In HBeAg-positive patients, a greater change from Baseline in HBV pregenomic (pg)RNA was observed at Week 24 with VBR+NrtI vs. PBO+NrtI. Treatment-emergent adverse events (TEAEs) in VBR+NrtI patients included upper respiratory tract infection, nausea, and pruritus. No serious adverse events, Grade 4 TEAEs, or deaths were reported. CONCLUSIONS: In this 24-week study, VBR+NrtI demonstrated a favourable safety and tolerability profile. While there were no significant changes in viral antigen levels, enhanced viral suppression was demonstrated by greater changes in DNA and pgRNA with the addition of VBR compared to NrtI alone. CLINICAL TRIALS NUMBER: NCT03576066. LAY SUMMARY: Core inhibitors represent a novel approach for the treatment of chronic hepatitis B virus (HBV) infection, with mechanisms of action distinct from existing treatments. In this study, vebicorvir added to existing therapy reduced HBV replication to a greater extent than existing treatment and was generally safe and well tolerated.


Subject(s)
Hepatitis B, Chronic , Antiviral Agents/adverse effects , DNA, Viral , Hepatitis B Surface Antigens , Hepatitis B e Antigens , Hepatitis B virus/genetics , Humans
5.
Liver Transpl ; 28(2): 200-214, 2022 02.
Article in English | MEDLINE | ID: mdl-34664394

ABSTRACT

Numerous studies in hepatocellular carcinoma (HCC) have proposed tissue-based gene signatures for individualized prognostic assessments. Here, we develop a novel circulating tumor cell (CTC)-based transcriptomic profiling assay to translate tissue-based messenger RNA (mRNA) signatures into a liquid biopsy setting for noninvasive HCC prognostication. The HCC-CTC mRNA scoring system combines the NanoVelcro CTC Assay for enriching HCC CTCs and the NanoString nCounter platform for quantifying the HCC-CTC Risk Score (RS) panel in enriched HCC CTCs. The prognostic role of the HCC-CTC RS was assessed in The Cancer Genome Atlas (TCGA) HCC cohort (n = 362) and validated in an independent clinical CTC cohort (n = 40). The HCC-CTC RS panel was developed through our integrated data analysis framework of 8 HCC tissue-based gene signatures and identified the top 10 prognostic genes (discoidin domain receptor tyrosine kinase 1 [DDR1], enoyl-CoA hydratase and 3-hydroxyacyl CoA dehydrogenase [EHHADH], androgen receptor [AR], lumican [LUM], hydroxysteroid 17-beta dehydrogenase 6[HSD17B6], prostate transmembrane protein, androgen induced 1 [PMEPA1], tsukushi, small leucine rich proteoglycan [TSKU], N-terminal EF-hand calcium binding protein 2 [NECAB2], ladinin 1 [LAD1], solute carrier family 27 member 5 [SLC27A5]) highly expressed in HCC with low expressions in white blood cells. The panel accurately discriminated overall survival in TCGA HCC cohort (hazard ratio [HR], 2.0; 95% confidence interval [CI], 1.4-2.9). The combined use of the scoring system and HCC-CTC RS panel successfully distinguished artificial blood samples spiked with an aggressive HCC cell type, SNU-387, from those spiked with PLC/PRF/5 cells (P = 0.02). In the CTC validation cohort (n = 40), HCC-CTC RS remained an independent predictor of survival (HR, 5.7; 95% CI, 1.5-21.3; P = 0.009) after controlling for Model for End-Stage Liver Disease score, Barcelona Clinic Liver Cancer stage, and CTC enumeration count. Our study demonstrates a novel interdisciplinary approach to translate tissue-based gene signatures into a liquid biopsy setting. This noninvasive approach will allow real-time disease profiling and dynamic prognostication of HCC.


Subject(s)
Carcinoma, Hepatocellular , End Stage Liver Disease , Liver Neoplasms , Liver Transplantation , Neoplastic Cells, Circulating , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/genetics , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/genetics , Neoplastic Cells, Circulating/metabolism , Prognosis , RNA, Messenger/genetics , Severity of Illness Index
6.
J Clin Gastroenterol ; 55(5): 393-399, 2021.
Article in English | MEDLINE | ID: mdl-33828065

ABSTRACT

Hepatitis B virus reactivation (HBVr) can occur spontaneously, but more often occurs when a patient is in an immunocompromised state or on immunosuppressive therapy. HBVr can lead to clinical hepatitis, acute liver failure, and even death. HBVr is preventable with screening of at-risk patients and initiation of prophylactic antiviral therapy for appropriate candidates. Screening for hepatitis B virus is recommended for all patients who plan to initiate immunosuppressive therapy. An individual's serological profile, underlying disease, and planned type of immunosuppression contribute to their risk of HBVr. This review serves to summarize the major society guidelines regarding screening, management of, and monitoring for HBVr in individuals on anticancer therapy and immunosuppressive therapy.


Subject(s)
Hepatitis B , Virus Activation , Antiviral Agents/adverse effects , Hepatitis B/diagnosis , Hepatitis B/drug therapy , Hepatitis B Surface Antigens , Hepatitis B virus , Humans , Immunosuppressive Agents/therapeutic use
7.
J Clin Gastroenterol ; 53(2): 147-154, 2019 02.
Article in English | MEDLINE | ID: mdl-29912759

ABSTRACT

BACKGROUND: Limited data exist with regard to treatment outcomes in Asian Americans with chronic hepatitis C (CHC). We evaluated sofosbuvir (SOF)-based regimens in a national cohort of Asian Americans. METHODS: Eligible Asian Americans patients with CHC who had posttreatment follow-up of 24 weeks for SOF -based therapies from December 2013 to June 2017 were enrolled from 11 sites across the United States. The primary endpoint was sustained virologic response (SVR) rates at posttreatment weeks 12 and 24. Secondary endpoints were to evaluate safety by tolerability and adverse events (AEs). RESULTS: Among 231 patients screened, 186 were enrolled. At baseline, 31% (57/186) patients were cirrhotic, 34% (63/186) were treatment experienced. Most of the subjects (42%, 79/186) received ledispavir/SOF therapy. The overall SVR12 was 95%, ranging from 86% in genotype (GT) 1b on SOF+ribavirin to 100% in GT 1b patients on ledipasvir/SOF at subgroup analyses. SVR12 was significantly lower in cirrhotic than in noncirrhotic patients [88% (50/57) vs. 98% (126/129), P<0.01]. Stratified by GT, SVR12 were: 96% (43/45) in GT 1a; 93% (67/72) in GT 1b; 100% (23/23) in GT 2; 90% (19/21) in GT 3; 100% (1/1) in GT 4; 83% (5/6) in GT 5; and 100% (16/16) in GT 6. Cirrhotic patients with treatment failure were primarily GT 1, (GT 1a, n=2; GT 1b, n=4) with 1 GT 5 (n=1). Patients tolerated the treatment without serious AEs. Late relapse occurred in 1 patient after achieving SVR12. CONCLUSIONS: In Asian Americans with CHC, SOF-based regimens were well tolerated without serious AEs and could achieve high SVR12 regardless of hepatitis C viral infection GT.


Subject(s)
Antiviral Agents/administration & dosage , Asian , Hepatitis C, Chronic/drug therapy , Sofosbuvir/administration & dosage , Adult , Aged , Aged, 80 and over , Benzimidazoles/administration & dosage , Cohort Studies , Drug Therapy, Combination , Female , Fluorenes/administration & dosage , Follow-Up Studies , Genotype , Hepacivirus/genetics , Hepacivirus/isolation & purification , Hepatitis C, Chronic/virology , Humans , Liver Cirrhosis/complications , Male , Middle Aged , Retrospective Studies , Ribavirin/administration & dosage , Sustained Virologic Response , Treatment Outcome , Uridine Monophosphate/administration & dosage , Uridine Monophosphate/analogs & derivatives , Young Adult
9.
J Clin Gastroenterol ; 51(2): 167-173, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27548734

ABSTRACT

BACKGROUND: The use of direct acting agents has changed the management paradigm of hepatitis C (HCV) in liver transplant (LT) recipients. However, the appropriate antiviral regimen in LT recipients on hemodialysis (HD) remains unclear. METHODS: We retrospectively evaluated the safety and efficacy of sofosbuvir-based LT recipients on HD followed at the University of California Los Angeles. RESULTS: Twelve LT recipients on HD were treated for recurrent HCV with sofosbuvir-based therapy. Indications for antiviral therapy included fibrosing cholestatic hepatitis, symptomatic cryoglobulinemia, and recurrent HCV. The causes of renal failure included hepatorenal syndrome, acute tubular necrosis and cryoglobulinemia. Of those who were not on dialysis at the time of transplantation, the mean creatinine (±SD) was 1.7 (±0.8) mg/dL. The mean age (±SD) of the cohort was 62.2 (±6.0) years. Most recipients were male (67%) and infected with genotype 1 (83%). Baseline alanine aminotransferase, total bilirubin, hemoglobin and HCV RNA values (±SD) were 53.2 (±59.4) IU/L, 3.2 (±5.5) mg/dL, 10.5 (±1.8) g/dL, and 30,499,500 (±29,655,754) IU/mL. HCV RNA levels were undetectable in all recipients at the end of therapy. The trough mean (±SD) hemoglobin of patients on treatment and on HD was 8.4 (±2.3). The sustained viral response was 58% (7/12), and the overall patient survival was 42%. All the deaths occurred a mean (±SD) after 5.4 (±3.6) months after treatment was completed. CONCLUSIONS: All patients achieved viral suppression from therapy, and over half the recipients achieved a sustained virological response. A high mortality underscores the necessity of starting antiviral treatment sooner in LT recipients and the need for larger cohort studies.


Subject(s)
Antiviral Agents/therapeutic use , Hepatitis C, Chronic/drug therapy , Liver Transplantation , Postoperative Complications/drug therapy , Renal Dialysis , Sofosbuvir/therapeutic use , Aged , Female , Genotype , Hepacivirus/genetics , Hepatitis C, Chronic/virology , Humans , Male , Middle Aged , Postoperative Complications/virology , Renal Dialysis/methods , Retrospective Studies , Sustained Virologic Response
10.
J Hepatol ; 65(3): 509-16, 2016 09.
Article in English | MEDLINE | ID: mdl-27210427

ABSTRACT

BACKGROUND & AIMS: GS-4774 is a heat-inactivated, yeast-based, T-cell vaccine designed to elicit hepatitis B virus (HBV)-specific T-cell responses. We evaluated the safety, tolerability and efficacy of GS-4774 in patients with chronic HBV infection. METHODS: In this phase II study, 178 patients with chronic HBV infection and no cirrhosis who were virally suppressed on an oral antiviral (OAV) for ⩾1year were randomized (1:2:2:2) to continue OAV alone or receive OAV plus GS-4774 2, 10, or 40 yeast units (YU) subcutaneously every 4weeks until week 20. OAV was continued for the remainder of the study. Efficacy was measured by decline in serum hepatitis B surface antigen (HBsAg) from baseline to week 24. RESULTS: Baseline characteristics were similar across groups (mean age, 45-50years; male, 62-74%; Asian, 68-80%; hepatitis B e antigen (HBeAg)-positive, 24-26%; mean HBsAg, 2.5-3.1log10IU/ml). There were no significant differences between groups in mean HBsAg declines from baseline to week 24 or 48. Five HBeAg-positive patients receiving GS-4774 experienced HBeAg loss vs. none in the control group. Three GS-4774 40 YU-treated patients had HBsAg declines ⩾0.5log10IU/ml, but no patient experienced loss of serum HBsAg. No virologic breakthrough occurred. Injection site reactions were the most frequent adverse event (AE), and there were no treatment discontinuations. CONCLUSIONS: GS-4774 was well tolerated, but did not provide significant reductions in serum HBsAg in virally suppressed patients with chronic hepatitis B. Efficacy of GS-4774 in treatment-naïve patients remains to be determined. LAY SUMMARY: GS-4774 is a therapeutic vaccine designed to improve the immune response against hepatitis B virus (HBV) in patients who already have chronic infection with HBV. In this study, GS-4774 was safe and well tolerated in patients with chronic HBV infection receiving oral antiviral therapy, but did not result in a clinical benefit. Combination approaches with other agents, and evaluation in other populations of patients with HBV are ongoing to determine if GS-4774 might have a therapeutic benefit. CLINICAL TRIAL REGISTRATION NUMBER: NCT01943799.


Subject(s)
Hepatitis B, Chronic , Antiviral Agents , DNA, Viral , Hepatitis B Surface Antigens , Hepatitis B virus , Humans , Male , Middle Aged , Treatment Outcome
11.
Clin Gastroenterol Hepatol ; 13(1): 183-92, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25010003

ABSTRACT

BACKGROUND & AIMS: Chronic hepatitis B virus (HBV) infection is an important cause of cirrhosis and hepatocellular carcinoma worldwide; populations that migrate to the United States and Canada might be affected disproportionately. The Hepatitis B Research Network (HBRN) is a cooperative network of investigators from the United States and Canada, created to facilitate clinical, therapeutic, and translational research in adults and children with hepatitis B. We describe the structure of the network and baseline characteristics of adults with hepatitis B enrolled in the network. METHODS: The HBRN collected data on the clinical characteristics of 1625 adults with chronic HBV infection who are not receiving antiviral therapy from 21 clinical centers in North America. RESULTS: Half of the subjects in the HBRN are men, and the median age is 42 years; 72% are Asian, 15% are black, and 11% are white; with 82% born outside of North America. The most common HBV genotype was B (39%); 74% of subjects were negative for the hepatitis B e antigen. The median serum level of HBV DNA when the study began was 3.6 log10 IU/mL; 68% of male subjects and 67% of female subjects had alanine aminotransferase levels higher than the normal range. CONCLUSIONS: The HBRN cohort is used to address important clinical and therapeutic questions for North Americans infected with chronic HBV and to guide health policies on HBV prevention and management in North America.


Subject(s)
Emigrants and Immigrants , Hepatitis B virus/classification , Hepatitis B virus/genetics , Hepatitis B, Chronic/virology , Adolescent , Adult , Aged , Aged, 80 and over , Canada , Female , Genotype , Hepatitis B virus/isolation & purification , Humans , Male , Middle Aged , United States , Young Adult
13.
Expert Opin Biol Ther ; 23(12): 1245-1253, 2023.
Article in English | MEDLINE | ID: mdl-37853604

ABSTRACT

INTRODUCTION: Hepatitis delta virus (HDV) causes acute and chronic liver disease that requires the co-infection of the Hepatitis B virus and can lead to significant morbidity and mortality. Bulevirtide is a recently introduced entry inhibitor drug that acts on the sodium taurocholate cotransporting peptide, thereby preventing viral entry to target cells in chronic HDV infection. The mainstay of chronic HDV therapy prior to bulevirtide was interferon alpha, which has an undesirable side effect profile. AREAS COVERED: We review bulevirtide data from recent clinical trials in Europe and the United States. Challenges to development and implementation of bulevirtide are discussed. Additionally, we review ongoing trials of emerging drugs for HDV, such as pegylated interferon lambda and lonafarnib. EXPERT OPINION: Bulevirtide represents a major shift in treatment for chronic HDV, for which there is significant unmet need. Trials that compared bulevirtide in combination with interferon alpha vs interferon alpha monotherapy demonstrated significant increase in virologic response. Overall, treatment with different doses of bulevirtide were comparable. Bulevirtide was generally well tolerated, and no serious adverse events occurred. Understanding the true prevalence of HDV, as well as continued studies of emerging drugs will prove valuable to the larger goal of eradication of Hepatitis D.


Subject(s)
Hepatitis D , Humans , Hepatitis D/drug therapy , Lipopeptides/pharmacology , Lipopeptides/therapeutic use , Interferon-alpha/adverse effects , Hepatitis Delta Virus/physiology , Hepatitis B virus , Antiviral Agents/adverse effects
14.
Nat Commun ; 13(1): 5566, 2022 09 29.
Article in English | MEDLINE | ID: mdl-36175411

ABSTRACT

Early cancer detection by cell-free DNA faces multiple challenges: low fraction of tumor cell-free DNA, molecular heterogeneity of cancer, and sample sizes that are not sufficient to reflect diverse patient populations. Here, we develop a cancer detection approach to address these challenges. It consists of an assay, cfMethyl-Seq, for cost-effective sequencing of the cell-free DNA methylome (with > 12-fold enrichment over whole genome bisulfite sequencing in CpG islands), and a computational method to extract methylation information and diagnose patients. Applying our approach to 408 colon, liver, lung, and stomach cancer patients and controls, at 97.9% specificity we achieve 80.7% and 74.5% sensitivity in detecting all-stage and early-stage cancer, and 89.1% and 85.0% accuracy for locating tissue-of-origin of all-stage and early-stage cancer, respectively. Our approach cost-effectively retains methylome profiles of cancer abnormalities, allowing us to learn new features and expand to other cancer types as training cohorts grow.


Subject(s)
Cell-Free Nucleic Acids , Stomach Neoplasms , Cell-Free Nucleic Acids/genetics , Cost-Benefit Analysis , Early Detection of Cancer , Epigenome , Humans , Stomach Neoplasms/diagnosis , Stomach Neoplasms/genetics
15.
J Clin Gastroenterol ; 45(3): 259-66, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20856136

ABSTRACT

Patients with chronic hepatitis B virus infection are at increased risk for the development of cirrhosis and hepatocellular carcinoma. Viral suppression with antiviral therapy has been shown to decrease the risk of these complications. Criteria for initiation of antiviral therapy have evolved over time to include serum alanine aminotransferase elevation, serum hepatitis B virus DNA elevations, and histologic assessment. Current societal guidelines and a treatment algorithm have been developed to guide decision-making as regards to antiviral therapy. More recent data has shown the importance of basal core/core promoter mutations, serum albumin, and platelet count in predicting complications of chronic hepatitis B. We present a new treatment strategy for determining the need for antiviral therapy in patients with chronic hepatitis B.


Subject(s)
Antiviral Agents/therapeutic use , Evidence-Based Medicine/methods , Hepatitis B virus/genetics , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Alanine Transaminase/blood , Antiviral Agents/administration & dosage , Carcinoma, Hepatocellular/complications , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/virology , DNA, Viral/blood , Disease Progression , Hepatitis B virus/drug effects , Hepatitis B, Chronic/virology , Humans , Interferons/administration & dosage , Interferons/therapeutic use , Liver Cirrhosis/complications , Liver Cirrhosis/drug therapy , Liver Cirrhosis/virology , Liver Neoplasms/complications , Liver Neoplasms/drug therapy , Liver Neoplasms/virology , Mutation , Nucleosides/administration & dosage , Nucleosides/chemistry , Nucleosides/therapeutic use
16.
Dig Dis Sci ; 56(11): 3143-62, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21935699

ABSTRACT

Hepatitis B virus (HBV) infection is common with major clinical consequences worldwide. In Asian Americans, the HBsAg carrier rate ranges from 7 to 16%; HBV is the most important cause of chronic hepatitis, cirrhosis, and hepatocellular carcinoma (HCC). Patients are first diagnosed at different stages of clinical disease, which is categorized by biochemical and virologic tests. Patients at risk for liver complications should be identified and offered antiviral therapy. The two antiviral agents recommended for first-line treatment of chronic hepatitis B (CHB) are entecavir and tenofovir. The primary goal of therapy is sustained suppression of viral replication to achieve clinical remission, reverse fibrosis, and prevent and reduce progression to end-stage liver disease and HCC. Asian patients with chronic hepatitis, either HBeAg-positive or -negative, with HBV DNA levels >10(4) copies/mL (>2,000 IU/mL) and alanine aminotransferase (ALT) values above normal are candidates for antiviral therapy. HBeAg-negative patients with HBV DNA >10(4) copies/mL (>2,000 IU/mL) and normal ALT levels but who have either serum albumin ≤3.5 g/dL or platelet count ≤130,000 mm(3), basal core promoter mutations, or who have first-degree relatives with HCC should be offered treatment. Patients with cirrhosis and detectable HBV DNA must receive antiviral therapy. Considerations for treatment include pregnant women with high viremia, coinfected patients, and those requiring immunosuppressive therapy. In HBsAg-positive patients with risk factors, lifelong surveillance for HCC with alpha-fetoprotein testing and abdominal ultrasound examination at 6-month intervals is required. These recommendations are based on a review of relevant literature and the opinion of a panel of Asian American physicians with expertise in hepatitis B treatment.


Subject(s)
Antiviral Agents/therapeutic use , Asian , Disease Progression , Hepatitis B, Chronic/drug therapy , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/etiology , Drug Resistance, Viral , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/epidemiology , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/etiology , Population Surveillance
17.
Adv Mater Technol ; 6(5)2021 May.
Article in English | MEDLINE | ID: mdl-34212072

ABSTRACT

Transcriptomic profiling of tumor tissues introduces a large database, which has led to improvements in the ability of cancer diagnosis, treatment, and prevention. However, performing tumor transcriptomic profiling in the clinical setting is very challenging since the procurement of tumor tissues is inherently limited by invasive sampling procedures. Here, we demonstrated the feasibility of purifying hepatocellular carcinoma (HCC) circulating tumor cells (CTCs) from clinical patient samples with improved molecular integrity using Click Chips in conjunction with a multimarker antibody cocktail. The purified CTCs were then subjected to mRNA profiling by NanoString nCounter platform, targeting 64 HCC-specific genes, which were generated from an integrated data analysis framework with 8 tissue-based prognostic gene signatures from 7 publicly available HCC transcriptomic studies. After bioinformatics analysis and comparison, the HCC CTC-derived gene signatures showed high concordance with HCC tissue-derived gene signatures from TCGA database, suggesting that HCC CTCs purified by Click Chips could enable the translation of HCC tissue molecular profiling into a noninvasive setting.

18.
Am J Transplant ; 10(8): 1823-33, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20346062

ABSTRACT

The availability of hepatitis B immune globulin (HBIG) and several oral antiviral therapies has reduced but not eliminated hepatitis B virus (HBV) recurrence. We aimed to determine the rate of HBV recurrence after orthotopic liver transplantation (OLT) in relation to virologic breakthrough pre-OLT and HBIG regimens post-OLT. Data from the NIH HBV-OLT database were analyzed. A total of 183 patients transplanted between 2001 and 2007 followed for a median of 42 months (range 1-81) post-OLT were studied. At transplant, 29% were hepatitis B e antigen (HBeAg) (+), 38.5% had HBV DNA > 5 log(10) copies/mL, 74% were receiving antiviral therapy. Twenty-five patients experienced virologic breakthrough before OLT. Post-OLT, 26%, 22%, 40% and 12% of patients received intravenous (IV) high-dose, IV low-dose, intramuscular low-dose and a finite duration of HBIG, respectively as maintenance prophylaxis. All but two patients also received antiviral therapy. Cumulative rates of HBV recurrence at 1 and 5 years were 3% and 9%, respectively. Multivariate analysis showed that listing HBeAg status and HBV DNA level at OLT were the only factors associated with HBV recurrence. In conclusion, low rates of HBV recurrence can be accomplished with all the HBIG regimens used when combined with antiviral therapy including patients with breakthrough pre-OLT as long as rescue therapy is administered pre- and post-OLT.


Subject(s)
Hepatitis B/drug therapy , Immunoglobulins/therapeutic use , Liver Transplantation/adverse effects , Adolescent , Adult , DNA, Viral/analysis , Female , Hepatitis B/prevention & control , Hepatitis B e Antigens/immunology , Humans , Immunoglobulins/administration & dosage , Liver Transplantation/immunology , Male , Middle Aged , Secondary Prevention
19.
Nat Commun ; 11(1): 4489, 2020 09 07.
Article in English | MEDLINE | ID: mdl-32895384

ABSTRACT

We report a covalent chemistry-based hepatocellular carcinoma (HCC)-specific extracellular vesicle (EV) purification system for early detection of HCC by performing digital scoring on the purified EVs. Earlier detection of HCC creates more opportunities for curative therapeutic interventions. EVs are present in circulation at relatively early stages of disease, providing potential opportunities for HCC early detection. We develop an HCC EV purification system (i.e., EV Click Chips) by synergistically integrating covalent chemistry-mediated EV capture/release, multimarker antibody cocktails, nanostructured substrates, and microfluidic chaotic mixers. We then explore the translational potential of EV Click Chips using 158 plasma samples of HCC patients and control cohorts. The purified HCC EVs are subjected to reverse-transcription droplet digital PCR for quantification of 10 HCC-specific mRNA markers and computation of digital scoring. The HCC EV-derived molecular signatures exhibit great potential for noninvasive early detection of HCC from at-risk cirrhotic patients with an area under receiver operator characteristic curve of 0.93 (95% CI, 0.86 to 1.00; sensitivity = 94.4%, specificity = 88.5%).


Subject(s)
Biomarkers, Tumor/isolation & purification , Carcinoma, Hepatocellular/diagnosis , Early Detection of Cancer/methods , Extracellular Vesicles/genetics , Liver Neoplasms/diagnosis , Aged , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Case-Control Studies , Click Chemistry/instrumentation , Click Chemistry/methods , Computational Chemistry , Computer Simulation , Diagnosis, Differential , Dimethylpolysiloxanes/chemistry , Disease Progression , Early Detection of Cancer/instrumentation , Female , Hep G2 Cells , Humans , Lab-On-A-Chip Devices , Liquid Biopsy/instrumentation , Liquid Biopsy/methods , Liver Cirrhosis/blood , Liver Cirrhosis/pathology , Liver Neoplasms/blood , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Male , Microfluidic Analytical Techniques/instrumentation , Microfluidic Analytical Techniques/methods , Middle Aged , Nanostructures/chemistry , Nanowires/chemistry , Neoplasm Staging , RNA, Messenger/genetics , RNA, Messenger/isolation & purification , ROC Curve , Reverse Transcriptase Polymerase Chain Reaction/instrumentation , Reverse Transcriptase Polymerase Chain Reaction/methods
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