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1.
BMC Genomics ; 18(Suppl 10): 916, 2017 Dec 06.
Article in English | MEDLINE | ID: mdl-29244005

ABSTRACT

BACKGROUND: Hepatitis C is a major public health problem in the United States and worldwide. Outbreaks of hepatitis C virus (HCV) infections associated with unsafe injection practices, drug diversion, and other exposures to blood are difficult to detect and investigate. Effective HCV outbreak investigation requires comprehensive surveillance and robust case investigation. We previously developed and validated a methodology for the rapid and cost-effective identification of HCV transmission clusters. Global Hepatitis Outbreak and Surveillance Technology (GHOST) is a cloud-based system enabling users, regardless of computational expertise, to analyze and visualize transmission clusters in an independent, accurate and reproducible way. RESULTS: We present and explore performance of several GHOST implemented algorithms using next-generation sequencing data experimentally obtained from hypervariable region 1 of genetically related and unrelated HCV strains. GHOST processes data from an entire MiSeq run in approximately 3 h. A panel of seven specimens was used for preparation of six repeats of MiSeq libraries. Testing sequence data from these libraries by GHOST showed a consistent transmission linkage detection, testifying to high reproducibility of the system. Lack of linkage among genetically unrelated HCV strains and constant detection of genetic linkage between HCV strains from known transmission pairs and from follow-up specimens at different levels of MiSeq-read sampling indicate high specificity and sensitivity of GHOST in accurate detection of HCV transmission. CONCLUSIONS: GHOST enables automatic extraction of timely and relevant public health information suitable for guiding effective intervention measures. It is designed as a virtual diagnostic system intended for use in molecular surveillance and outbreak investigations rather than in research. The system produces accurate and reproducible information on HCV transmission clusters for all users, irrespective of their level of bioinformatics expertise. Improvement in molecular detection capacity will contribute to increasing the rate of transmission detection, thus providing opportunity for rapid, accurate and effective response to outbreaks of hepatitis C. Although GHOST was originally developed for hepatitis C surveillance, its modular structure is readily applicable to other infectious diseases. Worldwide availability of GHOST for the detection of HCV transmissions will foster deeper involvement of public health researchers and practitioners in hepatitis C outbreak investigation.


Subject(s)
Cloud Computing , Computational Biology/methods , Disease Outbreaks/statistics & numerical data , Epidemiological Monitoring , Hepatitis C/epidemiology , Internationality , Algorithms , Humans , Software , User-Computer Interface
2.
N Engl J Med ; 367(5): 423-34, 2012 Aug 02.
Article in English | MEDLINE | ID: mdl-22784038

ABSTRACT

BACKGROUND: Preexposure prophylaxis with antiretroviral agents has been shown to reduce the transmission of human immunodeficiency virus (HIV) among men who have sex with men; however, the efficacy among heterosexuals is uncertain. METHODS: We randomly assigned HIV-seronegative men and women to receive either tenofovir disoproxil fumarate and emtricitabine (TDF-FTC) or matching placebo once daily. Monthly study visits were scheduled, and participants received a comprehensive package of prevention services, including HIV testing, counseling on adherence to medication, management of sexually transmitted infections, monitoring for adverse events, and individualized counseling on risk reduction; bone mineral density testing was performed semiannually in a subgroup of participants. RESULTS: A total of 1219 men and women underwent randomization (45.7% women) and were followed for 1563 person-years (median, 1.1 years; maximum, 3.7 years). Because of low retention and logistic limitations, we concluded the study early and followed enrolled participants through an orderly study closure rather than expanding enrollment. The TDF-FTC group had higher rates of nausea (18.5% vs. 7.1%, P<0.001), vomiting (11.3% vs. 7.1%, P=0.008), and dizziness (15.1% vs. 11.0%, P=0.03) than the placebo group, but the rates of serious adverse events were similar (P=0.90). Participants who received TDF-FTC, as compared with those who received placebo, had a significant decline in bone mineral density. K65R, M184V, and A62V resistance mutations developed in 1 participant in the TDF-FTC group who had had an unrecognized acute HIV infection at enrollment. In a modified intention-to-treat analysis that included the 33 participants who became infected during the study (9 in the TDF-FTC group and 24 in the placebo group; 1.2 and 3.1 infections per 100 person-years, respectively), the efficacy of TDF-FTC was 62.2% (95% confidence interval, 21.5 to 83.4; P=0.03). CONCLUSIONS: Daily TDF-FTC prophylaxis prevented HIV infection in sexually active heterosexual adults. The long-term safety of daily TDF-FTC prophylaxis, including the effect on bone mineral density, remains unknown. (Funded by the Centers for Disease Control and Prevention and the National Institutes of Health; TDF2 ClinicalTrials.gov number, NCT00448669.).


Subject(s)
Adenine/analogs & derivatives , Anti-Retroviral Agents/therapeutic use , Deoxycytidine/analogs & derivatives , HIV Infections/prevention & control , HIV-1 , Organophosphonates/therapeutic use , Adenine/adverse effects , Adenine/therapeutic use , Adolescent , Adult , Anti-Retroviral Agents/adverse effects , Bone Density/drug effects , Contraception Behavior/statistics & numerical data , Deoxycytidine/adverse effects , Deoxycytidine/therapeutic use , Drug Resistance, Viral , Drug Therapy, Combination , Emtricitabine , Female , HIV Seropositivity , HIV-1/genetics , HIV-1/isolation & purification , HIV-2/genetics , HIV-2/isolation & purification , Humans , Kaplan-Meier Estimate , Male , Organophosphonates/adverse effects , Proportional Hazards Models , RNA, Viral/blood , Sexual Behavior/statistics & numerical data , Tenofovir , Viral Load , Young Adult
3.
J Acquir Immune Defic Syndr ; 41(4): 521-6, 2006 Apr 01.
Article in English | MEDLINE | ID: mdl-16652063

ABSTRACT

OBJECTIVES: This study examined changes in healthcare use among perinatally HIV-infected children and developed new estimates of expected lifetime treatment costs. METHODS: The study analyzed longitudinal medical record data from the Pediatric Spectrum of Disease study on perinatally HIV-infected children enrolled in 6 US sites during 1995 and 2001 for enrollee characteristics including healthcare utilization. For the year 2001, costs were assigned to hospitalization, HIV-related drug usage, and laboratory testing. To estimate lifetime treatment costs based on those categories, median survival times of 9, 15, and 25 years were assumed and average annual healthcare utilization costs were applied to each year of survival. RESULTS: From 1995 to 2001, hospitalization rates fell from 0.67 per child-year to 0.23 per child-year (P < 0.05). In 2001, the average cost of healthcare utilization per child was $12,663, including $2164 for hospitalization, $9505 for HIV-related drugs, and $994 for laboratory tests. The discounted lifetime treatment cost, based on those 3 cost categories, was $113,476 for 9 years of survival, $151,849 for 15 years, and $228,155 for 25 years. CONCLUSIONS: Hospitalizations among perinatally HIV-infected children decreased significantly from 1995 to 2001. Compared with previously published estimates, lifetime treatment costs for children perinatally infected with HIV have remained relatively stable. However, as years of survival increase for this population, lifetime costs also are likely to increase.


Subject(s)
Delivery of Health Care/statistics & numerical data , HIV Infections/economics , Health Care Costs , Infectious Disease Transmission, Vertical/economics , Adolescent , Adult , Child , Child, Preschool , Drug Costs , HIV Infections/transmission , Hospitalization/economics , Humans , Infant , Infant, Newborn , United States
4.
J Acquir Immune Defic Syndr ; 38(4): 488-94, 2005 Apr 01.
Article in English | MEDLINE | ID: mdl-15764966

ABSTRACT

BACKGROUND: In the United States, HIV-infected children and adolescents are aging and using antiretroviral (ARV) therapy for extended periods of time. OBJECTIVE: To assess trends in ARV use and long-term survival in an observational cohort of HIV-infected children and adolescents in the United States. METHODS: The Pediatric Spectrum of HIV Disease Study (PSD) is a prospective chart review of more than 2000 HIV-infected children and adolescents. Patients were included in the analysis from enrollment until last follow-up. RESULTS: Triple-ARV therapy use (for 6 months or more) increased from 27% to 66% during 1997 to 2001 (P < 0.0001, chi for trend). The proportion of patients receiving 3 or more sequential triple-therapy regimens also increased from 4% to 17% during 1997 to 2001 (P < 0.0001, chi for trend), however, and the durability of triple-therapy regimens decreased from 13 to 7 months from the first to third regimen. Survival rates for the 1997 to 2001 birth cohorts were significantly better than for the 1989 to 1993 and 1994 to 1996 cohorts (P < 0.0001). CONCLUSIONS: Survival rates in the PSD cohort have increased in association with triple-ARV therapy use. With continued changes in ARV regimens, effective modifications in ARV therapy and the sustainability of gains in survival need to be determined.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/epidemiology , HIV Infections/mortality , Adolescent , Age of Onset , Child , Child, Preschool , Drug Therapy/trends , Drug Therapy, Combination , Female , HIV Infections/drug therapy , Humans , Infant , Male , Racial Groups , Survival Analysis , United States/epidemiology
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