1.High-performance liquid chromatography-mass spectrometry-based serum metabolic profiling in patients with HBV-related hepatocellular carcinoma.
Lei ZHANG ; Zhijuan FAN ; Hua KANG ; Yufan WANG ; Shuye LIU ; Zhongqiang SHAN
Journal of Southern Medical University 2019;39(1):49-56
OBJECTIVE:
To explore the diagnostic value of the serum metabolites identified by high-performance liquid chromatography-mass spectrometry (HPLC/MS) for hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC).
METHODS:
A total of 126 patients admitted to Tianjin Third Central Hospital were enrolled, including 27 patients with HBV-related hepatitis with negative viral DNA (DNA-N), 24 with HBV-related hepatitis with positive viral DNA, 24 with HBV-related liver cirrhosis, 27 with HBV-related HCC undergoing surgeries or radiofrequency ablation, and 24 with HBV-related HCC receiving interventional therapy, with 25 healthy volunteers as the normal control group. Serum samples were collected from all the subjects for HPLC/MS analysis, and the data were pretreated to establish an orthogonal partial least- squares discriminant analysis (OPLS-DA) model. The differential serum metabolites were preliminarily screened by comparisons between the HBV groups and the control group, and the characteristic metabolites were identified according to the results of non-parametric test. The potential clinical values of these characteristic metabolites were evaluated using receiver operator characteristic curve (ROC) analysis.
RESULTS:
A total of 25 characteristic metabolites were identified in the HBV- infected patients, including 9 lysophosphatidylcholines, 2 fatty acids, 17α-estradiol, sphinganine, 5-methylcytidine, vitamin K2, lysophosphatidic acid, glycocholic acid and 8 metabolites with few reports. The patients with HBV- related HCC showed 22 differential serum metabolites compared with the control group, 4 differential metabolites compared with patients with HBV-related liver cirrhosis; 10 differential metabolites were identified in patients with HBV-related HCC receiving interventional therapy compared with those receiving surgical resection or radiofrequency ablation. From the normal control group to HBV-related HCC treated by interventional therapy, many metabolites underwent variations following a similar pattern.
CONCLUSIONS
We identified 25 characteristic metabolites in patients with HBV-related HCC, and these metabolites may have potential clinical values in the diagnosis of HBV-related HCC. The continuous change of some of these metabolites may indicate the possibility of tumorigenesis, and some may also have indications for the choice of surgical approach.
Carcinoma, Hepatocellular
;
blood
;
diagnosis
;
virology
;
Case-Control Studies
;
Chromatography, High Pressure Liquid
;
DNA, Viral
;
blood
;
Hepatitis B virus
;
genetics
;
Hepatitis B, Chronic
;
blood
;
virology
;
Humans
;
Liver Cirrhosis
;
virology
;
Liver Neoplasms
;
blood
;
diagnosis
;
virology
;
Mass Spectrometry
;
Metabolome
;
Metabolomics
;
ROC Curve
2.Transcription and regulation of hepatitis B virus genes in host sperm cells.
Ying ZHONG ; Dong-Ling LIU ; Mohamed Morsi M AHMED ; Peng-Hao LI ; Xiao-Ling ZHOU ; Qing-Dong XIE ; Xiao-Qing XU ; Ting-Ting HAN ; Zhi-Wei HOU ; Ji-Hua HUANG ; Lan XU ; Tian-Hua HUANG
Asian Journal of Andrology 2018;20(3):284-289
To investigate whether transcription of hepatitis B virus (HBV) gene occurs in human sperm, total RNA was extracted from sperm of patients with chronic HBV infection (test-1), from donor sperm transfected with a plasmid containing the full-length HBV genome (test-2), and from nontransfected donor sperm (control), used as the template for reverse transcription-polymerase chain reaction (RT-PCR). Positive bands for HBV DNA were observed in the test groups but not in the control. Next, to identify the role of host genes in regulating viral gene transcription in sperm, total RNA was extracted from 2-cell embryos derived from hamster oocytes fertilized in vitro by HBV-transfected (test) or nontransfected (control) human sperm and successively subjected to SMART-PCR, suppression subtractive hybridization, T/A cloning, bacterial amplification, microarray hybridization, sequencing and the Basic Local Alignment Search Tool (BLAST) search to isolate differentially expressed genes. Twenty-nine sequences showing significant identity to five human gene families were identified, with chorionic somatomammotropin hormone 2 (CSH2), eukaryotic translation initiation factor 4 gamma 2 (EIF4G2), pterin-4 alpha-carbinolamine dehydratase 2 (PCBD2), pregnancy-specific beta-1-glycoprotein 4 (PSG4) and titin (TTN) selected to represent target genes. Using real-time quantitative RT-PCR (qRT-PCR), when CSH2 and PCBD2 (or EIF4G2, PSG4 and TTN) were silenced by RNA interference, transcriptional levels of HBV s and x genes significantly decreased (or increased) (P < 0.05). Silencing of a control gene in sperm did not significantly change transcription of HBV s and x genes (P > 0.05). This study provides the first experimental evidence that transcription of HBV genes occurs in human sperm and is regulated by host genes.
Animals
;
Connectin/genetics*
;
Cricetinae
;
Eukaryotic Initiation Factor-4G/genetics*
;
Gene Expression Regulation/genetics*
;
Gene Silencing
;
Growth Hormone/genetics*
;
Hepatitis B Surface Antigens/genetics*
;
Hepatitis B virus/genetics*
;
Hepatitis B, Chronic/virology*
;
Humans
;
Hydro-Lyases/metabolism*
;
Male
;
Pregnancy-Specific beta 1-Glycoproteins/genetics*
;
RNA, Viral/analysis*
;
Spermatozoa/virology*
;
Trans-Activators/genetics*
;
Transcription, Genetic
;
Transfection
;
Viral Regulatory and Accessory Proteins
3.Risk factors analysis and a new risk scoring system predicting hepatocarcinogenesis for chronic genotype C HBV infected patients.
J L LIU ; R PU ; L T MA ; S WANG ; J H YIN ; G W CAO
Chinese Journal of Epidemiology 2018;39(11):1459-1464
<b>Objective:b> To investigate the effects of hepatitis B virus (HBV) genotype and mutations on the development of hepatocellular carcinoma (HCC) and to establish a new qualified HCC risk scores. <b>Methods:b> A cohort study enrolling patients with chronic HBV infection was conducted. HBV genotypes were identified by nested multiplex PCR. HBV mutations in the basic core promoter region and PreS region were sequenced after PCR amplification. Scores on risk factors were set based on nomogram. <b>Results:b> Totally, 1 525 patients were followed-up in this research. A total of 1 110 patients infected with genotype C were followed-up for 8.52 (Q(R): 5.36-11.68) years on average, of whom the incidence of HCC was 11.93/1 000 person-years. In genotype C HBV infected patients, male gender, aged 40 years and over, and four DNA mutations (T1674CG, A1762T/G1764A, A3120T, and A2962G) can increase the risk of HCC (P<0.05); interferon therapy can reduce the risk of HCC (P<0.05). A new HCC predicting model was established according to the results. After validation, the predicted disease-free survival rate was consistent with the real one. <b>Conclusions:b> Hepatitis B virus genotypes and mutations were closely associated with HCC. The new risk scoring system can well predict HCC occurrence in genotype C HBV infected patients.
Adult
;
Aged
;
Carcinoma, Hepatocellular/virology*
;
China/epidemiology*
;
Cohort Studies
;
DNA, Viral/genetics*
;
Female
;
Genotype
;
Hepatitis B virus/genetics*
;
Hepatitis B, Chronic/complications*
;
Humans
;
Liver Neoplasms/virology*
;
Male
;
Middle Aged
;
Mutation
;
Predictive Value of Tests
;
Risk Factors
;
Sensitivity and Specificity
4.Effects of PNPLA3, TM6SF2 gene polymorphisms and its interactions with smoking and alcohol drinking on hepatitis B virus-associated hepatocellular carcinoma.
L Q WANG ; W H GUO ; Z W GUO ; P QIN ; R ZHANG ; X M ZHU ; D W LIU
Chinese Journal of Epidemiology 2018;39(12):1611-1616
<b>Objective:b> To explore the SNP effects of patatin-like phospholipase domain which containing 3 (PNPLA3), transmembrane 6 superfamily member 2 (TM6SF2) gene, environmental effects of smoking, alcohol drinking and interaction between gene-gene, gene-environment and drinking-smoking on hepatitis B virus-associated hepatocellular carcinoma (HBV-HCC). <b>Methods:b> We collected anticoagulant peripheral blood from patients of HBV-HCC, chronic hepatitis B (CHB), liver cirrhosis (LC) and from healthy controls to detect the single nucleotide polymorphism (SNP) of patatin-like phospholipase domain containing 3 (PNPLA3) gene loci rs738409 and transmembrane 6 superfamily member 2 (TM6SF2) gene loci rs58542926, using the flight mass spectrometry method. The optimal assignment value of gene polymorphisms was defined by using the online SNP stats. Hardy-Weinberg (H-W) balance was tested for SNP. Effects of the genetic and environmental factors to HBV-HCC were analyzed by using the multiple classification logistic regression method. The gene-gene, gene-smoking and alcohol drinking interaction effects were investigated by Fork-Life analysis and binary logistic regression methods. <b>Results:b> The frequency distribution of CHB group rs738409 loci seemed not in conformity with the H-W balance (χ(2)=11.980, P<0.005). Two loci frequency distributions in the other groups were all in accordandce with the H-W balance. After adjusting for influences on age and sex and comparing to the healthy group, the rs58542926 mutation appeared as OR=1.659, 95%CI: 1.026-2.684, P=0.039, in the HBV-HCC group. When comparing to CHB group, the HBV-HCC group presented that drinking as OR=1.680, 95%CI: 1.121-2.519, P=0.012. When comparing to the LC group, the ORs of drinking and smoking were 1.539 (1.071-2.213) and 1.453 (1.005-2.099) respectively, in the HBV-HCC group. When comparing to the CHB+LC group, interactions between the HBV-HCC group were found rs738409 and rs58542926 on additive model OR=1.548 (U=1.885, P=0.029) and OR=1.658 (P=0.024) on logistic regression model while drinking was rs738409 on interaction additive model with OR=1.811(U=1.965, P=0.024). As for drinking and mutation of rs738409, the multiplication model of logistic regression showed no statistically significant differences. Interaction between smoking and drinking appeared as OR=1.756 (P<0.001) in the logistics regression multiplication model. <b>Conclusions:b> Factors as mutation of TM6SF2, smoking and drinking all appeared as risk factors for HBV-HCC. Mutations of both PNPLA3 and TM6SF2, together with smoking and drinking all served as risk factors for HBV-HCC. However, the mutation of single PNPLA3 appeared as a protective factor on HBV-HCC.
Alcohol Drinking/adverse effects*
;
Carcinoma, Hepatocellular/virology*
;
Case-Control Studies
;
Epistasis, Genetic
;
Gene-Environment Interaction
;
Genetic Predisposition to Disease
;
Genotype
;
Hepatitis B virus
;
Hepatitis B, Chronic
;
Humans
;
Lipase/genetics*
;
Liver Cirrhosis, Alcoholic/complications*
;
Liver Neoplasms/virology*
;
Membrane Proteins/genetics*
;
Polymorphism, Single Nucleotide
;
Smoking/adverse effects*
5.Regression of esophageal varices during entecavir treatment in patients with hepatitis-B-virus-related liver cirrhosis.
Hye Young JWA ; Yoo Kyung CHO ; Eun Kwang CHOI ; Heung Up KIM ; Hyun Joo SONG ; Soo Young NA ; Sun Jin BOO ; Seung Uk JEONG ; Bong Soo KIM ; Byoung Wook LEE ; Byung Cheol SONG
Clinical and Molecular Hepatology 2016;22(1):183-187
Recent studies suggest that liver cirrhosis is reversible after administering oral nucleos(t)ide analogue therapy to patients with hepatitis B virus (HBV) infection. However, few studies have addressed whether esophageal varices can regress after such therapy. We report a case of complete regression of esophageal varices during entecavir therapy in patients with HBV-related liver cirrhosis, suggesting that complications of liver cirrhosis such as esophageal varices can regress after the long-term suppression of HBV replication.
Abdomen/diagnostic imaging
;
Antiviral Agents/*therapeutic use
;
DNA, Viral/blood
;
Esophageal and Gastric Varices/complications/prevention & control
;
Guanine/*analogs & derivatives/therapeutic use
;
Hepatitis B virus/genetics
;
Hepatitis B, Chronic/complications/*drug therapy/virology
;
Humans
;
Liver Cirrhosis/*diagnosis/etiology
;
Male
;
Middle Aged
;
Polymerase Chain Reaction
;
Ultrasonography
6.Obesity and hepatocellular carcinoma in patients receiving entecavir for chronic hepatitis B.
Jaemin LEE ; Sun Hong YOO ; Won SOHN ; Hyung Woo KIM ; Yong Sun CHOI ; Jung Ho WON ; Jin Young HEO ; Sang Jong PARK ; Young Min PARK
Clinical and Molecular Hepatology 2016;22(3):339-349
BACKGROUND/AIMS: This study aimed to clarify the effect of obesity on the development of hepatocellular carcinoma (HCC) in chronic hepatitis B (CHB) patients receiving antiviral treatment. METHODS: This study applied a retrospective analysis to a historical cohort in Bundang Jesaeng Hospital. In total, 102 CHB patients were treated with entecavir as an initial treatment for CHB and checked for obesity using a body composition analyzer. Hepatic steatosis was measured semiquantitatively using Hamaguchi’s scoring system in ultrasonography. Risk factors for the development of HCC were analyzed, including obesity-related factors (body mass index [BMI], waist circumference [WC], waist-to-hip ratio [WHR], visceral fat area [VFA], and hepatic steatosis). RESULTS: The median follow-up duration of the patients was 45.2 months (interquartile range: 36.0-58.3 months). The cumulative incidence rates of HCC at 1 year, 3 years, and 5 years were 0%, 5.3%, and 9.0%, respectively. Univariable analysis revealed that the risk factors for HCC development were a platelet count of <120,000 /mm² (hazard ratio [HR]=5.21, P=0.031), HBeAg negativity (HR=5.61, P=0.039), and liver cirrhosis (HR=10.26, P=0.031). Multivariable analysis showed that the significant risk factor for HCC development was liver cirrhosis (HR=9.07, P=0.042). However, none of the obesity-related risk factors were significantly associated with HCC: BMI ≥25 kg/m² (HR=0.90, P=0.894), WC ≥90 cm (HR=1.10, P=0.912), WHR ≥0.9 (HR=1.94, P=0.386), VFA ≥100 cm² (HR=1.69, P=0.495), and hepatic steatosis (HR=0.57, P=0.602). CONCLUSION: HCC development is associated with liver cirrhosis but not obesity-related factors in CHB patients receiving entecavir.
Adult
;
Antiviral Agents/*therapeutic use
;
Body Mass Index
;
Carcinoma, Hepatocellular/epidemiology/*etiology
;
Cohort Studies
;
DNA, Viral/blood
;
Female
;
Guanine/*analogs & derivatives/therapeutic use
;
Hepatitis B virus/genetics/isolation & purification
;
Hepatitis B, Chronic/complications/*drug therapy/virology
;
Humans
;
Incidence
;
Liver Cirrhosis/complications
;
Liver Neoplasms/epidemiology/*etiology
;
Male
;
Middle Aged
;
Obesity/*complications
;
Proportional Hazards Models
;
Retrospective Studies
;
Risk Factors
;
Viral Load
7.The efficacy of tenofovir-based therapy in patients showing suboptimal response to entecavir-adefovir combination therapy.
Jeong Han KIM ; Sung Hyun AHN ; Soon Young KO ; Won Hyeok CHOE ; Kyun Hwan KIM ; So Young KWON
Clinical and Molecular Hepatology 2016;22(2):241-249
BACKGROUND/AIMS: Before tenofovir (TDF) become available in South Korea, combination therapy with entecavir (ETV) and adefovir (ADV) was the most potent regimen for chronic hepatitis B (CHB) patients who fail to respond to rescue therapy for drug resistance. We analyzed the efficacy of ETV-ADV combination therapy and investigated the clinical and clonal results of TDF-based rescue therapy in CHB patients refractory to this combination. METHODS: We retrospectively reviewed the medical records of CHB patients treated for up to 3 years with ETV-ADV combination therapy as a rescue therapy for drug resistance. In cases refractory to this combination, clinical and clonal analyses were performed for TDF-based rescue therapy. RESULTS: The analysis was performed on 48 patients. Twelve patients achieved a virological response (VR) within 3 years. A VR was subsequently achieved in nine of the ten patients without a VR who switched to TDF monotherapy. A VR was also achieved in six of the seven patients who switched to lamivudine-TDF combination therapy, and in two of the two patients who switched to ETV-TDF combination therapy. In an in vitro susceptibility test, viral replication was detected with TDF monotherapy but not with ETV-TDF combination therapy. CONCLUSIONS: The efficacy of ETV-ADV combination therapy was insufficient in CHB patients who were refractory to rescue therapy. A more potent regimen such as ETV-TDF combination therapy may be considered in such refractory cases.
Adenine/*analogs & derivatives/therapeutic use
;
Adult
;
Aged
;
Antiviral Agents/*therapeutic use
;
DNA, Viral/analysis/metabolism
;
Drug Resistance, Viral
;
Drug Therapy, Combination
;
Female
;
Guanine/*analogs & derivatives/therapeutic use
;
Hepatitis B virus/genetics/isolation & purification
;
Hepatitis B, Chronic/*drug therapy/virology
;
Humans
;
Male
;
Middle Aged
;
Organophosphonates/*therapeutic use
;
Polymerase Chain Reaction
;
Republic of Korea
;
Retrospective Studies
;
Tenofovir/*therapeutic use
;
Treatment Outcome
8.The efficacy of tenofovir-based therapy in patients showing suboptimal response to entecavir-adefovir combination therapy.
Jeong Han KIM ; Sung Hyun AHN ; Soon Young KO ; Won Hyeok CHOE ; Kyun Hwan KIM ; So Young KWON
Clinical and Molecular Hepatology 2016;22(2):241-249
BACKGROUND/AIMS: Before tenofovir (TDF) become available in South Korea, combination therapy with entecavir (ETV) and adefovir (ADV) was the most potent regimen for chronic hepatitis B (CHB) patients who fail to respond to rescue therapy for drug resistance. We analyzed the efficacy of ETV-ADV combination therapy and investigated the clinical and clonal results of TDF-based rescue therapy in CHB patients refractory to this combination. METHODS: We retrospectively reviewed the medical records of CHB patients treated for up to 3 years with ETV-ADV combination therapy as a rescue therapy for drug resistance. In cases refractory to this combination, clinical and clonal analyses were performed for TDF-based rescue therapy. RESULTS: The analysis was performed on 48 patients. Twelve patients achieved a virological response (VR) within 3 years. A VR was subsequently achieved in nine of the ten patients without a VR who switched to TDF monotherapy. A VR was also achieved in six of the seven patients who switched to lamivudine-TDF combination therapy, and in two of the two patients who switched to ETV-TDF combination therapy. In an in vitro susceptibility test, viral replication was detected with TDF monotherapy but not with ETV-TDF combination therapy. CONCLUSIONS: The efficacy of ETV-ADV combination therapy was insufficient in CHB patients who were refractory to rescue therapy. A more potent regimen such as ETV-TDF combination therapy may be considered in such refractory cases.
Adenine/*analogs & derivatives/therapeutic use
;
Adult
;
Aged
;
Antiviral Agents/*therapeutic use
;
DNA, Viral/analysis/metabolism
;
Drug Resistance, Viral
;
Drug Therapy, Combination
;
Female
;
Guanine/*analogs & derivatives/therapeutic use
;
Hepatitis B virus/genetics/isolation & purification
;
Hepatitis B, Chronic/*drug therapy/virology
;
Humans
;
Male
;
Middle Aged
;
Organophosphonates/*therapeutic use
;
Polymerase Chain Reaction
;
Republic of Korea
;
Retrospective Studies
;
Tenofovir/*therapeutic use
;
Treatment Outcome
9.The drug resistance mutation detection and relevant factors analysis of HBV P region in chronic hepatitis B patients in Weifang City, Shandong Province.
Chinese Journal of Virology 2015;31(1):14-17
In order to investigate the mutation of HBV polymerase gene reverse transcription conserved region (P region) in chronic hepatitis B (CHB) patients, 212 CHB patients who took antiretroviral treatment with nucleotide analogues were chosen. The drug resistance mutations of HBV P region and HBV genotype were detected by Pyrosequencing. Sequence analysis showed that the drug resistance sites of HBV P region located at sites 173; 180; 181; 184; 204; 236 and 250. The main site of HBV P region drug resistance was 204 and 180, accounting for 35.8% and 23.5%, respectively. There were significant differences in the mutation rate of site 180 among different age groups. There were also significant differences in the mutation rate of site 204 among younger than 30 age group, 41 to 50 age group and 51 to 60 age group. (P < 0.05, P < 0.01). The mutation rate of site 180 combined with site 204 was 66.6%. The mutation rate of site 181 combined with site 236 was 23.3%. The age of C genotype infected patients was significantly older than B genotype infected patients (P < 0.01). M204V/I mutation mostly existed in the form of joint L180M mutation, the mutation rate was age-related. The detection of HBV genotypes and drug resistance sites of HBV P region have important clinical implications for the treatment and prognosis of patients with CHB.
Adult
;
Aged
;
Antiviral Agents
;
pharmacology
;
China
;
Drug Resistance, Viral
;
Female
;
Gene Products, pol
;
genetics
;
Genotype
;
Hepatitis B virus
;
classification
;
drug effects
;
enzymology
;
genetics
;
Hepatitis B, Chronic
;
drug therapy
;
virology
;
Humans
;
Male
;
Middle Aged
;
Mutation, Missense
;
Young Adult
10.Baseline Hepatitis B Virus DNA Level is a Promising Factor for Predicting the 3 (rd) Month Virological Response to Entecavir Therapy: A Study of Strict Defined Hepatitis B virus Induced Cirrhosis.
Yang XU ; Xiao-Ning WU ; Yi-Wen SHI ; Wei WEI ; Ai-Ting YANG ; Ya-Meng SUN ; Wen-Shan ZHAO ; Hong YOU
Chinese Medical Journal 2015;128(14):1867-1872
<b>BACKGROUNDb>Cirrhosis is a common complication of chronic hepatitis B. It remains unclear if viral and biochemical parameters at baseline affect virological response to entecavir and therefore warrant investigation. In the present study, we aimed to evaluate the efficacy of entecavir therapy by monitoring virological response at the end of the 3 rd month of treatment and try to figure out whether baseline factors could help predict it in a cohort of hepatitis B virus (HBV) compensated cirrhosis patients and to determine the cut-off value of a predicting parameter.
<b>METHODSb>A total of 91 nucleos(t)ide-naïve patients with HBV induced cirrhosis (compensatory stage) were enrolled in a prospective cohort. HBV DNA and alanine aminotransferase (ALT) were tested at baseline and monitored every 3-6 months after starting therapy.
<b>RESULTSb>Of all 91 patients, the median follow-up time was 12 (9-24) months. Overall, 64 patients (70.3%) achieved virological response in the 3 rd month. Univariate analysis showed that the 3 rd month virological response can be predicted by baseline HBV DNA levels (P < 0.001, odds ratio [OR]: 2.13, 95% confidence interval [CI]: 1.44-3.15), ALT value (P = 0.023, OR: 1.01, 95% CI: 1.00-1.01) and hepatitis B e antigen (HBeAg) negativity (P = 0.016, OR: 0.30, 95% CI: 0.11-0.80). Multiple regression analysis showed baseline HBV DNA level was the only parameter related to full virological response. Higher baseline HBV DNA strata indicated a higher probability that HBV DNA remains detectable at the 3 rd month (P = 0.001). Area under receiver operating characteristic curve for determining the 3 rd month virological response by baseline HBV DNA was 77.6% (95% CI: 66.7-85.2%), with a best cut-off value of 5.8 log 10 .
<b>CONCLUSIONSb>Baseline HBV DNA, HBeAg negativity, and ALT were independent factors contributing to virological response at the 3 rd month. Further, multiple regression showed that HBV DNA level was the only parameter predicting full virological response as early as the 3 rd month, in this cirrhosis cohort.
Adolescent ; Adult ; Aged ; Alanine Transaminase ; metabolism ; Antiviral Agents ; therapeutic use ; DNA, Viral ; genetics ; Female ; Guanine ; analogs & derivatives ; therapeutic use ; Hepatitis B e Antigens ; metabolism ; Hepatitis B virus ; genetics ; metabolism ; pathogenicity ; Hepatitis B, Chronic ; drug therapy ; virology ; Humans ; Liver Cirrhosis ; drug therapy ; virology ; Male ; Middle Aged ; Prospective Studies ; Regression Analysis ; Retrospective Studies ; Young Adult

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