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Weiser J, Tie Y, Crim SM, Riedel DJ, Shouse RL, Dasgupta S. Do HIV Care Outcomes Differ by Provider Type? J Acquir Immune Defic Syndr 2024; 96:180-189. [PMID: 38465906 DOI: 10.1097/qai.0000000000003410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 02/26/2024] [Indexed: 03/12/2024]
Abstract
BACKGROUND We compared HIV care outcomes by HIV provider type to inform efforts to strengthen the HIV provider workforce. SETTING United States. METHODS We analyzed data from Center for Disease Control and Prevention's Medical Monitoring Project collected during June, 2019-May, 2021 from 6323 adults receiving HIV medical care. Provider types include infectious disease physicians only (ID physicians), non-ID physicians only, nurse practitioners only, physician assistants only, and ID physicians plus nurse practitioners and/or physician assistants (mixed providers). We measured patient characteristics, social determinants of health, and clinical outcomes, including retention in care; antiretroviral therapy prescription; antiretroviral therapy adherence; viral suppression; gonorrhea, chlamydia, and syphilis testing; satisfaction with HIV care; and HIV provider trust. RESULTS Compared with patients of ID physicians, higher percentages of patients of other provider types had characteristics and social determinants of health associated with poor health outcomes and received HIV care at Ryan White HIV/AIDS Program-funded facilities. After accounting for these differences, most outcomes were not meaningfully different; however, higher percentages of patients of non-ID physicians, nurse practitioners, and mixed providers were retained in care (6.5, 5.6, and 12.7 percentage points, respectively) and had sexually transmitted infection testing in the past 12 months, if sexually active (6.9, 7.4, and 13.5 percentage points, respectively). CONCLUSION Most HIV outcomes were equivalent across provider types. However, patients of non-ID physicians, nurse practitioners, and mixed providers were more likely to be retained in care and have recommended sexually transmitted infection testing. Increasing delivery of comprehensive primary care by ID physicians and including primary care providers in ID practices could improve HIV primary care outcomes.
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Affiliation(s)
- John Weiser
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA; and
| | - Yunfeng Tie
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA; and
| | - Stacy M Crim
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA; and
| | - David J Riedel
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD
| | - R Luke Shouse
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA; and
| | - Sharoda Dasgupta
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA; and
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Weiser J, Brooks JT, Skarbinski J, West BT, Duke CC, Gremel GW, Beer L. Barriers to Universal Prescribing of Antiretroviral Therapy by HIV Care Providers in the United States, 2013-2014. J Acquir Immune Defic Syndr 2017; 74:479-487. [PMID: 28002186 PMCID: PMC5494707 DOI: 10.1097/qai.0000000000001276] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
INTRODUCTION HIV treatment guidelines recommend initiating antiretroviral therapy (ART) regardless of CD4 cell (CD4) count, barring contraindications or barriers to treatment. An estimated 6% of persons receiving HIV care in 2013 were not prescribed ART. We examined reasons for this gap in the care continuum. METHODS During 2013-2014, we surveyed a probability sample of HIV care providers, of whom 1234 returned surveys (64.0% adjusted response rate). We estimated percentages of providers who followed guidelines and their characteristics, and who deferred ART prescribing for any reason. RESULTS Barring contraindications, 71.2% of providers initiated ART regardless of CD4 count. Providers less likely to initiate had caseloads ≤20 vs. >200 patients [adjusted prevalence ratios (aPR) 0.69, 95% confidence interval (CI): 0.47 to 1.02, P = 0.03], practiced at non-Ryan White HIV/AIDS Program-funded facilities (aPR 0.85, 95% CI: 0.74 to 0.98, P = 0.02), or reported pharmaceutical assistance programs provided insufficient medication to meet patients' needs (aPR 0.79, 95% CI: 0.65 to 0.98, P = 0.02). In all, 17.0% never deferred prescribing ART, 69.6% deferred for 1%-10% of patients, and 13.3% deferred for >10%. Among providers who had deferred ART, 59.4% cited patient refusal as a reason in >50% of cases, 31.1% reported adherence concerns because of mental health disorders or substance abuse, and 21.4% reported adherence concerns because of social problems, eg, homelessness, as factors in >50% of cases when deferring ART. CONCLUSIONS An estimated 29% of HIV care providers had not adopted recommendations to initiate ART regardless of CD4 count, barring contraindications, or barriers to treatment. Low-volume providers and those at non-Ryan White HIV/AIDS Program-funded facilities were less likely to follow this guideline. Among all providers, leading reasons for deferring ART included patient refusal and adherence concerns.
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Affiliation(s)
- John Weiser
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - John T. Brooks
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Jacek Skarbinski
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Brady T. West
- Survey Research Center, University of Michigan, Ann Arbor, MI
| | | | | | - Linda Beer
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, GA
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Weiser J, Beer L, West BT, Duke CC, Gremel GW, Skarbinski J. Qualifications, Demographics, Satisfaction, and Future Capacity of the HIV Care Provider Workforce in the United States, 2013-2014. Clin Infect Dis 2016; 63:966-975. [PMID: 27358352 DOI: 10.1093/cid/ciw442] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 06/17/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The human immunodeficiency virus (HIV)-infected population in the United States is increasing by about 30 000 annually (new infections minus deaths). With improvements in diagnosis and engagement in care, additional qualified HIV care providers may be needed. METHODS We surveyed a probability sample of 2023 US HIV care providers in 2013-2014, including those at Ryan White HIV/AIDS Program (RWHAP)-funded facilities and in private practices. We estimated future patient care capacity by comparing counts of providers entering and planning to leave practice within 5 years, and the number of patients under their care. RESULTS Of surveyed providers, 1234 responded (adjusted response rate, 64%): 63% were white, 11% black, 11% Hispanic, and 16% other race/ethnicity; 37% were satisfied/very satisfied with salary/reimbursement, and 33% were satisfied/very satisfied with administrative time. Compared with providers in private practice, more providers at RWHAP-funded facilities were HIV specialists (71% vs 43%; P < .0001) and planned to leave HIV practice within 5 years (11% vs 4%; P = .0004). An estimated 190 more full-time equivalent providers (defined as 40 HIV clinical care hours per week) entered practice in the past 5 years than are expected to leave in the next 5 years. If these rates continue, by 2019 patient care capacity will increase by 65 000, compared with an increased requirement of at least 100 000. CONCLUSIONS Projected workforce growth by 2019 will not accommodate the increased number of HIV-infected persons requiring care. RWHAP-funded facilities may face attrition of highly qualified providers. Dissatisfaction with salary/reimbursement and administrative burden is substantial, and black and Hispanic providers are underrepresented relative to HIV patients.
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Affiliation(s)
- John Weiser
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Linda Beer
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | | | | | - Jacek Skarbinski
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
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A public health perspective on HIV/AIDS in Africa: Victories and unmet challenges. PATHOPHYSIOLOGY 2014; 21:237-56. [DOI: 10.1016/j.pathophys.2014.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Accepted: 07/15/2014] [Indexed: 01/05/2023] Open
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Gerbert B, Caspers N, Moe J, Clanon K, Abercrombie P, Herzig K. The mysteries and demands of HIV care: qualitative analyses of HIV specialists’ views on their expertise. AIDS Care 2010; 16:363-76. [PMID: 15203429 DOI: 10.1080/09540120410001665367] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
To deepen our understanding of the mysteries and demands associated with HIV care and to inform the debate about HIV specialization, we conducted in-depth interviews with a purposive sample of 20 identified HIV specialists in the San Francisco Bay Area. Participants were from several medical specialties and reported a median of 50% of their time spent in HIV patient care. Through constant comparison, a template of open codes was constructed to identify themes that emerged from the data. Data were analyzed according to the conventions of qualitative research and revealed six interrelated themes: (1) coping with uncertainty and rapid change: being 'comfortable with mystery'; (2) the powerful role of experience; (3) the dual faces of knowledge: 'knowing the patient' and 'knowing the facts'; (4) the dual faces of passion: challenge and calling; (5) stress and burnout; and (6) the relationship between academia and 'the trenches'. The themes underscore the dual dimensions of HIV care: providers must interweave the 'half-baked' science about drug therapies, side effects and drug interactions with the psychosocial and lifestyle factors of the patient. They also provide insight into quantitative findings linking greater HIV experience with better patient outcomes and suggest that providers need skills associated with generalist and specialist training, a phenomenon that argues for a 'special' specialty for HIV care.
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Affiliation(s)
- B Gerbert
- Division of Behavioral Sciences, Department of Preventive and Restorative Dental Sciences University of California, San Francisco, CA 94117, USA.
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Gupta A, Saple DG, Nadkarni G, Shah B, Vaidya S, Hingankar N, Chaturbhuj D, Deshmukh P, Walshe L, Hudelson SE, James M, Paranjape RS, Eshleman SH, Tripathy S. One-, two-, and three-class resistance among HIV-infected patients on antiretroviral therapy in private care clinics: Mumbai, India. AIDS Res Hum Retroviruses 2010; 26:25-31. [PMID: 20063995 DOI: 10.1089/aid.2009.0102] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
HIV-infected patients receiving antiretroviral (ARV) therapy (ART) in India are not all adequately virally suppressed. We analyzed ARV drug resistance in adults receiving ART in three private clinics in Mumbai, India. HIV viral load was measured in 200 patients with the Roche AMPLICOR HIV-1 Monitor Test, v1.5. HIV genotyping was performed with the ViroSeq HIV-1 Genotyping System for 61 participants who had HIV-1 RNA >1000 copies/ml. Genotyping results were obtained for 51 samples. The participants with resistance results were on ART for a median of 24 months and were on their current regimen for a median of 12 months (median CD4 cell count: 217 cells/mm(3); median HIV viral load: 28,200 copies/ml). ARV regimens included nonnucleoside reverse transcriptase inhibitor (NNRTI)-based regimens (n = 27), dual nucleoside reverse transcriptase inhibitors (NRTIs, n = 19), protease inhibitor (PI)-based regimens (n = 3), and other regimens (n = 2). Twenty-six participants (51.0%) were on their first ARV regimen and 24 (47%) reported >95% adherence. Forty-nine participants (96.1%) had resistance to at least one ARV drug; 47 (92.2%) had NRTI resistance, 32 (62.7%) had NNRTI resistance, and four (7.8%) had PI resistance. Thirty (58.8%) had two-class resistance and three (5.9%) had three-class resistance. Four (8%) had three or more resistance mutations associated with etravirine resistance and two (4%) had two mutations associated with reduced darunavir susceptibility. Almost all patients with HIV-1 RNA >1000 copies/ml had NRTI resistance and nearly two-thirds had NNRTI resistance; PI resistance was uncommon. Nearly 60% and 6% had two- and three-class resistance, respectively. This emphasizes the need for greater viral load and resistance monitoring, use of optimal ART combinations, and increased availability of second- and third-line agents for patients with ARV resistance.
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Affiliation(s)
- Amita Gupta
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | | | - Girish Nadkarni
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | - Bijal Shah
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Satish Vaidya
- Human Healthcare and Research Foundation, Mumbai, India
| | | | | | | | - Louise Walshe
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | - Sarah E. Hudelson
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | - Maria James
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | | | - Susan H. Eshleman
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
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Belperio PS, Mole LA, Boothroyd DB, Backus LI. Trends in uptake of recently approved antiretrovirals within a national healthcare system. HIV Med 2009; 11:209-15. [PMID: 19863620 DOI: 10.1111/j.1468-1293.2009.00764.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The aim of the study was to describe Veterans Healthcare Administration (VHA) system-wide uptake of three HIV protease inhibitors: atazanavir, darunavir and tipranavir. METHODS This retrospective cohort study evaluated VHA uptake of three target antiretrovirals and lopinavir/ritonavir in each complete 90-day quarter since approval to December 2007 using VHA HIV Clinical Case Registry data. We assessed uptake using number of new prescriptions, number of providers and facilities prescribing target agents, provider type, clinic type, facility size and location within four US regions. RESULTS Overall, 6551 HIV-infected veterans received target antiretrovirals. Uptake was generally greatest within the first year after Food and Drug Administration (FDA) approval, and then slightly declined and plateaued. Geographically, early adoption of new antiretroviral drugs tended to occur in the Western USA, as evidenced by comparison of uptake patterns of new antiretrovirals to use of all antiretroviral agents. A small percentage of prescribers of all antiretrovirals were responsible for new prescriptions for target medications, particularly for darunavir and tipranavir. Providers at almost 50% of VHA facilities were prescribing these agents within the first year. CONCLUSIONS Uptake of new antiretrovirals in the VHA generally reflected overall prescribing of all antiretrovirals, suggesting a lack of VHA impediments to new antiretrovirals in the healthcare system. Some regional variation in uptake among the targeted antiretrovirals occurred over time but tended to resolve after the first several months. Providers responsible for early prescribing of the target medications were limited to a fraction of providers who tended to be physicians who practised in infectious disease (ID) clinics at medium-sized facilities.
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Affiliation(s)
- P S Belperio
- Department of Veterans Affairs, Center for Quality Management in Public Health, Palo Alto, CA, USA.
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Easterbrook PJ, Phillips AN, Hill T, Matthias R, Fisher M, Gazzard B, Gilson R, Scullard G, Johnson M, Dunn DT, Orkin C, Anderson J, Schwenk A, Leen C, Sabin CA. Patterns and predictors of the use of different antiretroviral drug regimens at treatment initiation in the UK. HIV Med 2008; 9:47-56. [PMID: 18199172 DOI: 10.1111/j.1468-1293.2008.00512.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND We describe the patterns of antiretroviral drug use at treatment initiation from 1996 to 2005 in a large UK multicentre cohort. METHODS We examined trends over time and across 10 clinical sites in stage of disease and type of antiretroviral therapy (ART). Multivariable regression was used to identify factors associated with the CD4 cell count at ART initiation, and with the choice of a protease inhibitor (PI) over a nonnucleoside reverse transcriptase inhibitor (NNRTI), and use of nevirapine over efavirenz. RESULTS A total of 14 252 patients initiated ART, of whom 54% had a CD4 count <200 cells/microL. The most important predictors of starting ART at a lower CD4 cell count were being male, nonwhite, and heterosexual or an injecting drug user (P<0.0001). Among those starting ART, the use of highly active ART increased from 23% in 1996 to >96% from 2000 onwards. There were differences over time and across the clinics in the use of PIs vs. NNRTIs, in the choice of specific PIs, NNRTIs and nucleoside reverse transcriptase inhibitor (NRTI) backbone, and in the rate at which prescribing practices changed. CONCLUSIONS Clinic site and calendar year were important determinants of choice of drug at ART initiation, whereas clinical and demographic characteristics were more important in influencing the CD4 cell count at initiation of ART.
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Affiliation(s)
- P J Easterbrook
- Department of HIV/GU Medicine, Kings College London School of Medicine at Guy's, London, UK.
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Ying H, Lin F, MacArthur RD, Cohn JA, Barth-Jones DC, Ye H, Crane LR. A self-learning fuzzy discrete event system for HIV/AIDS treatment regimen selection. ACTA ACUST UNITED AC 2007; 37:966-79. [PMID: 17702293 DOI: 10.1109/tsmcb.2007.895360] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The U.S. Department of Health and Human Services Human Immunodeficiency Virus (HIV)/Acquired Immune Deficiency Syndrome (AIDS) treatment guidelines are modified several times per year to reflect the rapid evolution of the field (e.g., emergence of new antiretroviral drugs). As such, a treatment-decision support system that is capable of self-learning is highly desirable. Based on the fuzzy discrete event system (FDES) theory that we recently created, we have developed a self-learning HIV/AIDS regimen selection system for the initial round of combination antiretroviral therapy, one of the most complex therapies in medicine. The system consisted of a treatment objectives classifier, fuzzy finite state machine models for treatment regimens, and a genetic-algorithm-based optimizer. Supervised learning was achieved through automatically adjusting the parameters of the models by the optimizer. We focused on the four historically popular regimens with 32 associated treatment objectives involving the four most important clinical variables (potency, adherence, adverse effects, and future drug options). The learning targets for the objectives were produced by two expert AIDS physicians on the project, and their averaged overall agreement rate was 70.6%. The system's learning ability and new regimen suitability prediction capability were tested under various conditions of clinical importance. The prediction accuracy was found between 84.4% and 100%. Finally, we retrospectively evaluated the system using 23 patients treated by 11 experienced nonexpert faculty physicians and 12 patients treated by the two experts at our AIDS Clinical Center in 2001. The overall exact agreement between the 13 physicians' selections and the system's choices was 82.9% with the agreement for the two experts being both 100%. For the seven mismatched cases, the system actually chose more appropriate regimens in four cases and equivalent regimens in another two cases. It made a mistake in one case. These (preliminary) results show that 1) the System outperformed the nonexpert physicians and 2) it performed as well as the expert physicians did. This learning and prediction approach, as well as our original FDESs theory, is general purpose and can be applied to other medical or nonmedical problems.
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Affiliation(s)
- Hao Ying
- Department of Electrical and Computer Engineering, Wayne State University, Detroit, MI 48202, USA.
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Shah B, Walshe L, Saple DG, Mehta SH, Ramnani JP, Kharkar RD, Bollinger RC, Gupta A. Adherence to antiretroviral therapy and virologic suppression among HIV-infected persons receiving care in private clinics in Mumbai, India. Clin Infect Dis 2007; 44:1235-44. [PMID: 17407045 DOI: 10.1086/513429] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2006] [Accepted: 01/20/2007] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Adherence to antiretroviral therapy (ART) and correlates of adherence and virologic suppression among human immunodeficiency virus (HIV)-infected persons receiving ART in private, outpatient clinics in India is unknown. METHODS Between December 2004 and April 2005, persons receiving ART at 3 private clinics in Mumbai, India, were interviewed regarding HIV care and adherence to ART. Physicians also completed a survey for each participant. Quantitative HIV-1 RNA level was determined for 200 participants. RESULTS Of 279 participants, 73% reported > or = 95% adherence to ART. Adherence was positively associated with age > or = 50 years (adjusted odds ratio [aOR], 3.90), presence of comorbid conditions (aOR, 1.92), medication self-efficacy (aOR, 4.01), absence of pain in the past month (aOR, 2.14), and support from family and friends (aOR, 2.57). Lack of reminders from family members to take medication (aOR, 0.27) was negatively associated with adherence. Of 200 participants, 127 (63.5%) had virologic suppression (RNA level, < 400 copies/mL). Independent correlates of suppression were a regimen containing > or = 3 ART drugs (aOR, 5.52), first ART regimen (aOR, 3.28), adherence to therapy > or = 95% (aOR, 5.70), female sex (aOR, 3.19), and a physical component score > or = 50 (aOR, 1.07). CONCLUSION Self-reported adherence to ART in a sample of patients attending Mumbai's private clinics was relatively high. However, the fact that a detectable viral level was found in nearly 40% of patients suggests that second-line ART regimens, as well as an emphasis on adherence and appropriate ART regimens in India, is needed.
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Affiliation(s)
- Bijal Shah
- Department of Emergency Medicine, Carolinas Medical Center, Charlotte, NC, USA
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Ying H, Lin F, MacArthur RD, Cohn JA, Barth-Jones DC, Ye H, Crane LR. A fuzzy discrete event system approach to determining optimal HIV/AIDS treatment regimens. ACTA ACUST UNITED AC 2006; 10:663-76. [PMID: 17044400 DOI: 10.1109/titb.2006.874200] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Treatment decision-making is complex and involves many factors. A systematic decision-making and optimization technology capable of handling variations and uncertainties of patient characteristics and physician's subjectivity is currently unavailable. We recently developed a novel general-purpose fuzzy discrete event systems theory for optimal decision-making. We now apply it to develop an innovative system for medical treatment, specifically for the first round of highly active antiretroviral therapy of human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS) patients involving three historically widely used regimens. The objective is to develop such a system whose regimen choice for any given patient will exactly match expert AIDS physician's selection to produce the (anticipated) optimal treatment outcome. Our regimen selection system consists of a treatment objectives classifier, fuzzy finite state machine models for treatment regimens, and a genetic-algorithm-based optimizer. The optimizer enables the system to either emulate an individual doctor's decision-making or generate a regimen that simultaneously satisfies diverse treatment preferences of multiple physicians to the maximum extent. We used the optimizer to automatically learn the values of 26 parameters of the models. The learning was based on the consensus of AIDS specialists A and B on this project, whose exact agreement was only 35%. The performance of the resulting models was first assessed. We then carried out a retrospective study of the entire system using all the qualifying patients treated in our institution's AIDS Clinical Center in 2001. A total of 35 patients were treated by 13 specialists using the regimens (four and eight patients were treated by specialists A and B, respectively). We compared the actually prescribed regimens with those selected by the system using the same available information. The overall exact agreement was 82.9% (29 out of 35), with the exact agreement with specialists A and B both at 100%. The exact agreement for the remaining 11 physicians not involved in the system training was 73.9% (17 out of 23), an impressive result given the fact that expert opinion can be quite divergent for treatment decisions of such complexity. Our specialists also carefully examined the six mismatched cases and deemed that the system actually chose a more appropriate regimen for four of them. In the other two cases, either would be reasonable choices. Our approach has the capabilities of generalizing, learning, and representing knowledge even in the face of weak consensus, and being readily upgradeable to new medical knowledge. These are practically important features to medical applications in general, and HIV/AIDS treatment in particular, as national HIV/AIDS treatment guidelines are modified several times per year.
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Affiliation(s)
- Hao Ying
- Department of Electrical and Computer Engineering, Wayne State University, Detroit, MI 48202, USA.
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Handford C, Tynan A, Rackal JM, Glazier R. Setting and organization of care for persons living with HIV/AIDS. Cochrane Database Syst Rev 2006; 2006:CD004348. [PMID: 16856042 PMCID: PMC8406550 DOI: 10.1002/14651858.cd004348.pub2] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Treating the world's 40.3 million persons currently infected with HIV/AIDS is an international responsibility that involves unprecedented organizational challenges. Key issues include whether care should be concentrated or decentralized, what type and mix of health workers are needed, and which interventions and mix of programs are best. High volume centres, case management and multi-disciplinary care have been shown to be effective for some chronic illnesses. Application of these findings to HIV/AIDS is less well understood. OBJECTIVES Our objective was to evaluate the association between the setting and organization of care and outcomes for people living with HIV/AIDS. SEARCH STRATEGY Computerized searches from January 1, 1980 to December 31, 2002 of MEDLINE, EMBASE, Dissertation Abstracts International (DAI), CINAHL, HealthStar, PsychInfo, PsychLit, Social Sciences Abstracts, and Sociological Abstracts as well as searches of meeting abstracts and relevant journals and bibliographies in articles that met inclusion criteria. Searches included articles published in English and other languages. SELECTION CRITERIA Articles were considered for inclusion if they were observational or experimental studies with contemporaneous comparison groups of adults and/or children currently infected with HIV/AIDS that examined the impact of the setting and/or organization of care on outcomes of mortality, opportunistic infections, use of HAART and prophylaxis, quality of life, health care utilization, and costs for patient with HIV/AIDS. DATA COLLECTION AND ANALYSIS Two authors independently screened abstracts to determine relevance. Full paper copies were reviewed against the inclusion criteria. The findings were extracted by both authors and compared. The 28 studies that met inclusion criteria were too disparate with respect to populations, interventions and outcomes to warrant meta-analysis. MAIN RESULTS Twenty-eight studies were included involving 39,776 study subjects. The studies indicated that case management strategies and higher hospital and ward volume of HIV-positive patients were associated with decreased mortality. Case management was also associated with increased receipt of ARVs. The results for multidisciplinary teams or multi-faceted treatment varied. None of the studies examined quality of life or immunological or virological outcomes. Healthcare utilization outcomes were mixed. AUTHORS' CONCLUSIONS Certain settings of care (i.e. high volume of HIV positive patients) and models of care (i.e. case management) may improve patient mortality and other outcomes. More detailed descriptions of care models, consistent definition of terms, and studies on innovative models suitable for developing countries are needed. There is not yet enough evidence to guide policy and clinical care in this area.
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Affiliation(s)
| | - Anne‐Marie Tynan
- Inner City Health Research UnitSt Michael's Hospital30 Bond StreetToronto, OntarioCanadaM5B 1W2
| | - Julia M Rackal
- St. Michael's HospitalInner City Health Research Unit30 Bond StreetTorontoONCanadaM5B 1W8
| | - Richard Glazier
- St. Michael's HospitalCentre for Research on Inner City Health30 Bond St.TorontoOntarioCanadaM5B 1W8
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Vlahov D, Celentano DD. Access to highly active antiretroviral therapy for injection drug users: adherence, resistance, and death. CAD SAUDE PUBLICA 2006; 22:705-18. [PMID: 16612417 DOI: 10.1590/s0102-311x2006000400002] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Injection drug users (IDUs) continue to comprise a major risk group for HIV infection throughout the world and represent the focal population for HIV epidemics in Asia and Eastern Europe/Russia. HIV prevention programs have ranged from HIV testing and counseling, education, behavioral and network interventions, drug abuse treatment, bleach disinfection of needles, needle exchange and expanded syringe access, as well as reducing transition to injection and primary substance abuse prevention. With the advent of highly active antiretroviral therapy (HAART) in 1996, dramatic clinical improvements have been seen. In addition, the treatment's impact on reducing HIV viral load (and therefore transmission by all routes) provides a stronger rationale for an expansion of the focus on prevention to emphasize early identification and treatment of HIV infected individuals. However, treatment of IDUs has many challenges including adherence, resistance and relapse to high risk behaviors, all of which impact issues of access and ultimately effectiveness of potent antiretroviral treatment. A major current challenge in addressing the HIV epidemic revolves around an appropriate approach to HIV treatment for IDUs.
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Affiliation(s)
- David Vlahov
- Center for Urban Epidemiologic Studies, New York Academy of Medicine, New York 10029, USA.
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Dworkin MS, Adams MR, Cohn DL, Davidson AJ, Buskin S, Horwitch C, Morse A, Sackoff J, Thompson M, Wotring L, McCombs SB, Jones JL. Factors that complicate the treatment of tuberculosis in HIV-infected patients. J Acquir Immune Defic Syndr 2005; 39:464-70. [PMID: 16010171 DOI: 10.1097/01.qai.0000152400.36723.85] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Treatment of tuberculosis (TB) in persons coinfected with HIV has become increasingly complex during the past decade. We describe the factors that complicate anti-TB therapy in a large observational cohort of HIV-infected persons in the United States. Among 367 HIV-infected patients with 372 episodes of culture-confirmed TB, 44.1% had injection drug use as a mode of HIV transmission. Hepatic disease was present at the time of TB diagnosis or during anti-TB therapy for 91 episodes (24.5%). Elevation at least twice the upper limits of normal of aminotransaminases was observed during the first month of anti-TB therapy in 116 (31.2%) of the episodes. The most commonly reported adverse effects occurring during therapy were rash (27.8%), nausea (26.2%), leukopenia or neutropenia (20.2%), diarrhea (19.3%), vomiting (18.5%), and elevated temperature (>101.5 degrees F [38.6 degrees C], 16.9%). Prescription of a rifamycin and a medication known to interact with rifamycins occurred during 270 (72.6%) episodes. Because HIV-infected patients with TB often have underlying complicating conditions, such as hepatic disease, and are treated with medications that may have toxicities and cause drug-drug interactions, we recommend that clinicians pay careful attention to these factors when treating coinfected patients.
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Affiliation(s)
- Mark S Dworkin
- National Center for HIV, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA.
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15
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Fultz SL, Goulet JL, Weissman S, Rimland D, Leaf D, Gibert C, Rodriguez-Barradas MC, Justice AC. Differences between infectious diseases-certified physicians and general medicine-certified physicians in the level of comfort with providing primary care to patients. Clin Infect Dis 2005; 41:738-43. [PMID: 16080098 DOI: 10.1086/432621] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2005] [Accepted: 04/14/2005] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV)-related mortality has decreased because of highly active antiretroviral therapy. As the life expectancy of HIV-infected patients has increased, the management of comorbid disease in such patients has become a more important concern. We examined the level of comfort self-reported by experts in HIV medicine with prescribing medications to HIV-infected patients for hyperlipidemia, diabetes, hypertension, and depression. METHODS As part of a larger project (the Veterans Aging Cohort Study), physicians at infectious diseases (ID) clinics and physicians at general medical (GM) clinics were asked to complete a survey requesting information about demographic characteristics, training and certification received, and self-reported comfort with prescribing medications for patients with hyperlipidemia, diabetes, hypertension, and/or depression. Comfort was rated using a 5-point Likert scale, with scores of 4-5 classified as "comfortable." RESULTS Of 150 attending physicians surveyed, 51 (34%) were ID certified, 33 (22%) were GM certified but practicing at an ID clinic, and 66 were GM certified and practicing at a GM clinic. Comorbid conditions were common among HIV-infected patients treated at the ID clinics (22% of these patients had hyperlipidemia, 17% had diabetes, 40% had hypertension, and 27% had depression). However, comfort with treating these conditions was less among physicians at the ID clinic. For example, comfort treating patients with hyperlipidemia was greater for GM-certified physicians at GM clinics than for GM-certified physicians and ID-certified physicians at ID clinics (98% vs. 73% and 71%, respectively; P < .0001 for trend). A similar pattern was seen for treating patients with diabetes and hypertension (P < .0001). Comfort with treating patients with depression was generally lower, particularly among physicians at ID clinics (P < .0001). CONCLUSIONS We found that ID-certified physicians and GM-certified physicians at ID clinics reported less comfort prescribing medications for common comorbid conditions, compared with generalist physicians at GM clinics, despite a substantial prevalence of these conditions at the ID clinics. Methods are needed to increase physicians' level of comfort for prescribing treatment and/or to facilitate referral to other physicians for treatment.
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Affiliation(s)
- Shawn L Fultz
- Veterans Affairs Connecticut Healthcare System, West Haven, CT 06516, USA
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16
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Page J, Weber R, Somaini B, Nöstlinger C, Donath K, Jaccard R. Quality of generalist vs. specialty care for people with HIV on antiretroviral treatment: a prospective cohort study. HIV Med 2003; 4:276-86. [PMID: 12859328 DOI: 10.1046/j.1468-1293.2003.00157.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVES To describe health-care use by persons with HIV in an urban area of Switzerland (Zurich). Further, to compare the different health-care settings. DESIGN A 1-year prospective cohort study recruiting 60 patients at general practices and 60 patients at a specialized university outpatient clinic. METHODS Patients and their treating physicians were interviewed or answered questionnaires, respectively, at baseline, month 6 and 12. RESULTS During the study period, five patient groups were identified among the 106 enrolled patients, of whom (i) 42% saw a general practitioner exclusively, (ii) 31% were treated at the specialized outpatient clinic, (iii) 8% were in shared care, (iv) 10% changed health-care model, and (v) 9% were lost to follow-up. Baseline demographic, psychosocial and clinical data were similar among patient groups. At study end, the proportion of patients with HIV-1 RNA < 400 copies/mL was 72%, 74%, 88%, 55% among groups (i) to (iv), respectively (ns), and 22% at month 6 among those lost to follow-up. Indicators for quality of care were similarly good among all patient groups. CONCLUSIONS A well-working system offers high-quality healthcare to persons living with HIV, where existing teams of specialty and primary health-care professionals efficiently and effectively co-operate.
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Affiliation(s)
- J Page
- Institute of Social and Preventive Medicine, University of Zurich, 8006 Zurich, Switzerland. page@ifspmunizhch
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17
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Duffus WA, Barragan M, Metsch L, Krawczyk CS, Loughlin AM, Gardner LI, Anderson-Mahoney P, Dickinson G, del Rio C. Effect of physician specialty on counseling practices and medical referral patterns among physicians caring for disadvantaged human immunodeficiency virus-infected populations. Clin Infect Dis 2003; 36:1577-84. [PMID: 12802759 DOI: 10.1086/375070] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2002] [Accepted: 02/07/2003] [Indexed: 11/03/2022] Open
Abstract
Data regarding the care and management of human immunodeficiency virus (HIV)-infected patients provided by infectious diseases (ID)-trained physicians, compared with data for care and management provided by other specialists, are limited. Here, we report results of a self-administered survey sent to 317 physicians (response rate, 76%) in 4 metropolitan areas of the United States who were identified as providing care to disadvantaged HIV-infected patients. ID-trained physicians who responded that they strongly agreed or somewhat agreed that they had enough time to care for their HIV-infected patients were more likely than were non-ID-trained physicians to provide therapy-adherence counseling. Physicians with >or=50 patients in care and ID-trained physicians were less likely to always discuss condom use and risk reduction for HIV transmission. Factors significantly associated with referring rather than treating HIV-infected patients with hypertension or diabetes included having <50 patients in care, being an ID-trained physician, and practicing in a private practice. These results suggest the need for targeted physician training on the importance of HIV transmission prevention counseling, increasing the duration of patient visits, and improving strategies for generalist-specialist comanagement of HIV-infected patients.
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Affiliation(s)
- W A Duffus
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30303, USA
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Giordano TP, White AC, Sajja P, Graviss EA, Arduino RC, Adu-Oppong A, Lahart CJ, Visnegarwala F. Factors associated with the use of highly active antiretroviral therapy in patients newly entering care in an urban clinic. J Acquir Immune Defic Syndr 2003; 32:399-405. [PMID: 12640198 DOI: 10.1097/00126334-200304010-00009] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Ethnic minority, female, and drug-using patients may be less likely to receive highly active antiretroviral therapy (HAART), despite its proven benefits. We reviewed the medical records of a consecutive population of 354 patients entering care in 1998 at the Thomas Street Clinic, an academically affiliated, public, HIV-specialty clinic in Houston, to determine the factors associated with not receiving HAART as recorded in pharmacy records. Ninety-two patients (26.0%) did not receive HAART during at least 6 months of follow-up. Patients who did not receive HAART were more likely to be women and to have missed more than two physician appointments and were less likely to have a CD4 count <200 cells/microL or a viral load > or = 10 copies/mL. In multivariate logistic analysis, missed appointments (OR = 5.85, p<.0001), female sex (OR = 2.53, =.001), and CD4 count > or = 200 cells/microL (OR = 2.50, p=.001) were independent predictors of not receiving HAART. More than half the patients who never received HAART never returned to the clinic after their first appointment. Among patients new to care, women and those with poor appointment adherence were less likely to receive HAART. Efforts to improve clinic retention and further study of the barriers to HAART use in women are needed.
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Affiliation(s)
- Thomas P Giordano
- Sections of Infectious Diseases, Department of Medicine, Baylor College of Medicine, Houston, Texas 77009, USA
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19
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Kitahata MM, Dillingham PW, Chaiyakunapruk N, Buskin SE, Jones JL, Harrington RD, Hooton TM, Holmes KK. Electronic human immunodeficiency virus (HIV) clinical reminder system improves adherence to practice guidelines among the University of Washington HIV Study Cohort. Clin Infect Dis 2003; 36:803-11. [PMID: 12627367 DOI: 10.1086/368085] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2002] [Accepted: 12/09/2002] [Indexed: 11/03/2022] Open
Abstract
We conducted a prospective study of an electronic clinical reminder system in an academic medical center-based human immunodeficiency virus (HIV) specialty clinic. Published performance indicators were used to examine adherence to HIV practice guidelines before and after its implementation for 1204 patients. More than 90% of patients received CD4 cell count and HIV type 1 (HIV-1) RNA level monitoring every 3-6 months during both time periods, and approximately 80% of patients with a CD4 cell count nadir of <350 cells/mm(3) received highly active antiretroviral therapy. Patients were significantly more likely to receive prophylaxis against Mycobacterium avium complex (hazard ratio, 3.84; 95% confidence interval [CI], 1.58-9.31; P=.003), to undergo annual cervical carcinoma screening (OR, 2.09; 95% CI, 1.04-4.16; P=.04), and to undergo serological screening for Toxoplasma gondii (odds ratio [OR], 1.86; 95% CI, 1.05-3.27; P=.03) and syphilis infection (OR, 3.71; 95% CI, 2.37-5.81; P<.0001). HIV clinical reminders delivered at the time that HIV care is provided were associated with more timely initiation of recommended practices.
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Affiliation(s)
- Mari M Kitahata
- Department of Medicine, University of Washington, Harborview Medical Center, Box 359931, 325 9th Ave., Seattle, WA 98104, USA.
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Stone VE. Quality primary care for HIV/AIDS: how much HIV/AIDS experience is enough? J Gen Intern Med 2003; 18:157-8. [PMID: 12542593 PMCID: PMC1494818 DOI: 10.1046/j.1525-1497.2003.21218.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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21
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Mathews WC, Cole J, Ballard C, Colwell B, Haubrich R, Barber E, Lew T. Early adoption of HIV-1 resistance testing in the San Diego County Ryan White CARE Act Program: predictors and outcome. AIDS Patient Care STDS 2002; 16:337-48. [PMID: 12214573 DOI: 10.1089/108729102320231171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
This research identifies predictors and outcomes of early use of human immunodeficiency virus type 1 (HIV-1) resistance testing in the San Diego County Ryan White CARE Act program. Between January and November 2000, 98 patients receiving care in 7 clinics participated in the resistance testing program. Provider characteristics predictive of participation included number of patients and percent of practice devoted to HIV care and number of HIV-related continuing medical education hours over the preceding 12 months. Providers rarely requested expert panel review of test results, and expert review was not predictive of better viral load responses. Regimens specified before knowledge of resistance results had more active drugs than those prescribed after knowledge of test results. Phenotypic susceptibility was predictive of virologic response, as was degree of prior nucleoside analogue exposure. There was little relationship between phenotypic susceptibility and a clinician's decision to prescribe a drug. Early adopters of this technology were more experienced HIV providers than their colleagues and utilized susceptibility information using reasoning processes in which resistance was a contributory but not necessarily dominating factor.
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22
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Lehman DW, Witter J, Schulte M, Blum J, Shea T, Mehler PS. Care rendered by general internists, committed to the care of HIV-infected patients, compares favorably with that given by infectious disease physicians. J Gen Intern Med 2002; 17:575. [PMID: 12133151 PMCID: PMC1495075 DOI: 10.1046/j.1525-1497.2002.20934.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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23
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Tural C, Ruiz L, Holtzer C, Schapiro J, Viciana P, González J, Domingo P, Boucher C, Rey-Joly C, Clotet B. Clinical utility of HIV-1 genotyping and expert advice: the Havana trial. AIDS 2002; 16:209-18. [PMID: 11807305 DOI: 10.1097/00002030-200201250-00010] [Citation(s) in RCA: 237] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine whether HIV-1 genotyping and expert advice add additional short-term virologic benefit in guiding antiretroviral changes in HIV+ drug-experienced patients. DESIGN A two factorial (genotyping and expert advice), randomized, open label, multi-center trial. The patients were stratified according to the number of treatment failures. PATIENTS AND METHODS HIV-1 infected patients on stable antiretroviral therapy who presented virological failure were included into the study. Genotypic testing was performed by using TrueGene HIV Genotyping kit and the results were interpreted by a software package (RetroGram, version 1.0). An expert advisory committee suggested the new therapeutic approach based on clinical information alone or on clinical information plus HIV-1 genotyping results. Plasma HIV-1 RNA load, CD4+ cell count and adverse events were recorded at baseline and every 12 weeks. RESULTS A total of 326 patients were included. The baseline CD4+ cell count and plasma HIV-1 RNA were 387 (+/- 224) x 10(6) cells/l and 4 (+/- 1) log(10) respectively. The proportion of patients with plasma HIV-1 RNA < 400 copies/ml at 24 weeks differed between genotyping and no genotyping arms (48.5 and 36.2%, P < 0.05). Factors associated with a higher probability of plasma HIV-1 RNA < 400 copies/ml were HIV-1 genotyping [odds ratio (OR), 1.7; 95% confidence interval (CI), 1.1-2.8; P = 0.016] and the expert advice in patients failing to a second-line antiretroviral therapy (OR, 3.2; 95% CI, 1.2-8.3; P = 0.016). CONCLUSIONS HIV-1 genotyping interpreted by a software package improves the virological outcome when it is added to the clinical information as a basis for decisions on changing antiretroviral therapy. The expert advice also showed virologic benefit in the second failure group.
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Affiliation(s)
- Cristina Tural
- HIV Clinical Unit and IrsiCaixa Retrovirology Laboratory, Hospital Universitari Germans Trias i Pujol, Universitat Autónoma de Barcelona, Badalona, Spain
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24
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Use of Highly Active Antiretroviral Therapy in HIV-Infected Women: Impact of HIV Specialist Care. J Acquir Immune Defic Syndr 2002. [DOI: 10.1097/00042560-200201010-00010] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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25
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Celentano DD, Galai N, Sethi AK, Shah NG, Strathdee SA, Vlahov D, Gallant JE. Time to initiating highly active antiretroviral therapy among HIV-infected injection drug users. AIDS 2001; 15:1707-15. [PMID: 11546947 DOI: 10.1097/00002030-200109070-00015] [Citation(s) in RCA: 171] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Studies have shown that HIV-infected injection drug users (IDUs) are less likely to receive antiretroviral therapy than non-drug users. We assess factors associated with initiating highly active antiretroviral therapy (HAART) in HIV-infected IDUs. METHODS A cohort study of IDUs carried out between 1 January 1996 and 30 June 1999 at a community-based study clinic affiliated to the Johns Hopkins University, Baltimore, Maryland. The participants were a total of 528 HIV-infected IDUs eligible for HAART based on CD4+ cell count. The main outcome measure was the time from treatment eligibility to first self-reported HAART use, as defined by the International AIDS Society-USA panel (IAS-USA) guidelines. RESULTS By 30 June 1999, 58.5% of participants had initiated HAART, most of whom switched from mono- or dual-combination therapy to a HAART regimen. Nearly one-third of treatment-eligible IDUs never received antiretroviral therapy. Cox proportional hazards regression showed that initiating HAART was independently associated with not injecting drugs, methadone treatment among men, having health insurance and a regular source of care, lower CD4+ cell count and a history of antiretroviral therapy. CONCLUSIONS Self-reported initiation of HAART is steadily increasing among IDUs who are eligible for treatment; however, a large proportion continues to use non-HAART regimens and many remain treatment-naive. Although both groups appear to have lower health care access and utilization, IDUs without a history of antiretroviral therapy use would have more treatment options available to them once they become engaged in HIV care.
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Affiliation(s)
- D D Celentano
- Department of Epidemiology, School of Hygiene and Public Health, The Johns Hopkins University, Baltimore, Maryland 21205, USA.
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26
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Schwarz DF, Henry-Reid L, Houser J, Ma Y. The association of perceived health, clinical status, and initiation of HAART (highly active antiretroviral therapy) in adolescents. J Adolesc Health 2001; 29:115-22. [PMID: 11530312 DOI: 10.1016/s1054-139x(01)00279-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
PURPOSE To examine factors associated with the initiation of highly active antiretroviral therapy (HAART) in adolescents to understand better how current National Institutes of Health (NIH) Guidelines are being used in practice. METHODS HIV infected and HAART-naive adolescents seen at 15 REACH clinical sites were selected. Repeated measures methodology using generalized estimating equations was applied to identify associations between subject demographic characteristics, risk behaviors, perceived health, and clinical status with the outcome measure of HAART initiation during the first 24 study months. RESULTS A total of 219 subjects were eligible for analysis; HAART was prescribed in 115 (53%). Significant univariate associations with HAART prescription included lower CD4(+) T cell counts (OR = 1.7, 95% CI: 1.1-2.6), higher viral loads (OR = 2.7, 95% CI: 1.5-5.0), and calendar year of HAART prescription (OR as high as 2.4, 95% CI: 1.1-5.2). Multivariate results showed that after controlling for CD4(+) T cell counts below 500 cells/mm(3), higher plasma HIV-1 RNA (<or=10,000 copies per ml), and temporal factors, having a high school diploma/GED but no further education (OR = 2.7, 95% CI: 1.3-5.5) and subject's perception of poor health status (OR = .987; 95% CI: .975- .999) were independently associated with prescription of HAART. HAART was most likely to be prescribed during the first half of 1998 in this cohort (OR = 10.8; 95% CI: 4.0-29.0). CONCLUSIONS In this first ever study of HAART prescription in adolescents infected with HIV, perception of poor health status and having a high school diploma/GED were independently associated with prescription of HAART suggesting that the personal decision to accept therapy is related to the belief that one's health is deteriorating and that the decision to prescribe therapy may be linked in some fashion to the prescriber's assessment of the patient's ability to master the regimen as well as clinical status.
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Affiliation(s)
- D F Schwarz
- The Department of Pediatrics, The Children's Hospital of Philadelphia and the University of Pennsylvania School of Medicine, Philadephia, Pennsylvania 19104, USA.
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27
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Stone VE, Mansourati FF, Poses RM, Mayer KH. Relation of physician specialty and HIV/AIDS experience to choice of guideline-recommended antiretroviral therapy. J Gen Intern Med 2001; 16:360-8. [PMID: 11422632 PMCID: PMC1495224 DOI: 10.1046/j.1525-1497.2001.016006360.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Controversy exists regarding who should provide care for those with HIV/AIDS. While previous studies have found an association between physician HIV experience and patient outcomes, less is known about the relationship of physician specialty to HIV/AIDS outcomes or quality of care. OBJECTIVE To examine the relationship between choice of appropriate antiretroviral therapy (ART) to physician specialty and HIV/AIDS experience. DESIGN Self-administered physician survey. PARTICIPANTS Random sample of 2,478 internal medicine (IM) and infectious disease (ID) physicians. MEASUREMENTS Choice of guideline-recommended ART. RESULTS Two patients with HIV disease, differing only by CD4+ count and HIV RNA load, were presented. Respondents were asked whether ART was indicated, and if so, what ART regimen they would choose. Respondents' ART choices were categorized as "recommended" or not by Department of Health and Human Services guidelines. Respondents' HIV/AIDS experience was categorized as moderate to high (MOD/HI) or none to low (NO/LO). For Case 1, 72.9% of responding physicians chose recommended ART. Recommended ART was more likely (P <.01) to be chosen by ID physicians (88.2%) than by IM physicians (57.1%). Physicians with MOD/HI experience were also more likely (P <.01) to choose recommended ART than those with NO/LO experience. Finally, choice of ART was examined using logistic regression: specialty and HIV experience were found to be independent predictors of choosing recommended ART (for ID physicians, odds ratio [OR], 4.66; 95% confidence interval [95% CI], 3.15 to 6.90; and for MOD/HI experience, OR, 2.05; 95% CI, 1.33 to 3.16). Results for Case 2 were similar. When the analysis was repeated excluding physicians who indicated they would refer the HIV "patient," specialty and HIV experience were not significant predictors of choosing recommended ART. CONCLUSIONS Guideline-recommended ART appears to be less likely to be chosen by generalists and physicians with less HIV/AIDS experience, although many of these physicians report they would refer these patients in clinical practice. These results lend support to current recommendations for routine expert consultant input in the management of those with HIV/AIDS.
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Affiliation(s)
- V E Stone
- Division of General Internal Medicine, Department of Medicine, Memorial Hospital of Rhode Island, Brown University School of Medicine, Providence, RI, USA.
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Gerbert B, Moe JC, Saag MS, Benson CA, Jacobsen DM, Feraios A, Hill ME, Bronstone A, Caspers N, Volberding PA. Toward a definition of HIV expertise: a survey of experienced HIV physicians. AIDS Patient Care STDS 2001; 15:321-30. [PMID: 11445014 DOI: 10.1089/108729101750279696] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Medical care for human immunodeficiency virus (HIV)-infected persons has grown increasingly complex, yet few studies have examined experienced HIV physicians' views about current HIV medical care. The objective of this study was to examine the relationship between physicians' HIV experience, self-perceived expertise, and confidence with providing 18 aspects of HIV medical care and between confidence in aspects of care and medical specialty. At geographically diverse, HIV continuing medical education programs conducted in the fall of 1999, 359 currently practicing HIV physicians completed a written survey measuring participants' demographic characteristics, experience, HIV expertise, and level of confidence providing essential aspects of HIV care. Participants currently managed a median of 50 HIV-infected patients with a career total of 300. Significant correlations were found between experience and expertise items and experience and 15 of 18 confidence items. Confidence levels varied from 11% to 85% highly confident across 18 aspects of HIV care. Physicians' confidence with providing aspects of HIV care varied by the three predominant specialty groups (infectious diseases, internal medicine, and family practice/general medicine). Physicians who have informally specialized in HIV care reported a range of self-perceived expertise and confidence, indicating the complexity of HIV medical care today. Our results suggest that even the most experienced HIV physicians in the United States continue to benefit from more experience and that each medical specialty examined in this study brings its own set of skills needed to provide optimal HIV care. This study constitutes a first step toward defining and formalizing HIV medical care.
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Affiliation(s)
- B Gerbert
- Division of Behavioral Sciences, University of California San Francisco, San Francisco, California 94117, USA.
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Amsden G, Flaherty J, Luke D. Lack of an effect of azithromycin on the disposition of zidovudine and dideoxyinosine in HIV-infected patients. J Clin Pharmacol 2001; 41:210-6. [PMID: 11210404 DOI: 10.1177/00912700122009908] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Two studies were conducted in HIV-infected subjects to assess the potential for azithromycin to interact with zidovudine and dideoxyinosine. Both studies used 12 subjects. The zidovudine study dosed subjects with 1200 mg/day of azithromycin (n = 7) (later changed to 600 mg/day [n = 5]) for Days 8 to 21 of a 21-day course of 100 mg, five times/day of zidovudine. Subjects treated with 200 mg of dideoxyinosine twice daily for 21 days received 1200 mg of azithromycin or an equivalent amount of placebo/day for Days 8 to 21. Antiretroviral plasma and urine sampling were conducted on Days 1, 7, and 21 for zidovudine and on Days 7 and 21 for dideoxyinosine. Peripheral mononuclear cells were also collected for quantitation of phosphorylated zidovudine. Azithromycin had no significant impact on the Cmax and AUC of zidovudine, although it significantly decreased the zidovudine tmax by 44% and increased the intracellular exposure to phosphorylated zidovudine by 110%. Azithromycin had no significant effect on dideoxyinosine pharmacokinetics. Based on the results of these studies, it is concluded that azithromycin may be safely coadministered with both zidovudine and dideoxyinosine.
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Affiliation(s)
- G Amsden
- Clinical Pharmacology Research Center, Bassett Healthcare, One Atwell Road, Cooperstown, NY 13326, USA
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Baillargeon J, Borucki MJ, Zepeda S, Jenson HB, Leach CT. Antiretroviral prescribing patterns in the Texas prison system. Clin Infect Dis 2000; 31:1476-81. [PMID: 11096015 DOI: 10.1086/317478] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2000] [Revised: 04/21/2000] [Indexed: 11/04/2022] Open
Abstract
Although the prevalence of human immunodeficiency virus (HIV) infection among prison inmates is reported to be high, little is known about anti-HIV treatment patterns in correctional institutions. The present study assessed antiretroviral prescribing patterns for 2360 Texas Department of Criminal Justice (TDCJ) inmates infected with HIV. In 1998, 66.8% of all TDCJ inmates infected with HIV who had CD4 lymphocyte counts < 500 cells/mm(3) were treated with highly active antiretroviral therapy (HAART). However, no substantial differences in the use of HAART were exhibited according to the sociodemographic factors under study. While the majority of inmates receiving HAART in 1998 were prescribed a combination of 2 nucleoside reverse transcriptase inhibitors (NRTIs) and 1 protease inhibitor, 11.2% were prescribed a combination of 2 NRTIs and 1 non-NRTI. In view of the elevated rate of HIV infection in correctional settings, it will be important to continue to document the pharmacotherapy patterns among prison inmates, both during and following incarceration.
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Affiliation(s)
- J Baillargeon
- Department of Pediatrics, University of Texas Health Science Center, San Antonio, TX 78284-7802, USA.
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31
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Clinical Spectrum, Morbidity, and Mortality of Acquired Immunodeficiency Syndrome in Taiwan: A 5-Year Prospective Study. J Acquir Immune Defic Syndr 2000. [DOI: 10.1097/00042560-200008010-00013] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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32
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Hung CC, Chen MY, Hsieh SM, Sheng WH, Chang SC. Clinical spectrum, morbidity, and mortality of acquired immunodeficiency syndrome in Taiwan: a 5-year prospective study. J Acquir Immune Defic Syndr 2000; 24:378-85. [PMID: 11015155 DOI: 10.1097/00126334-200008010-00013] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The clinical spectrum of AIDS and changes of morbidity and mortality associated with HIV infection following initiation of highly active antiretroviral therapy (HAART) are rarely described in the less developed countries in the Asia-Pacific region. We prospectively observed on a follow-up basis 309 HIV-infected patients (82.8% with AIDS) at National Taiwan University Hospital in Taiwan, where highly active antiretroviral therapy (HAART) has been provided to all patients at no charge at any stage of HIV infection since April 1, 1997, to describe the spectrum of HIV-associated opportunistic diseases and evaluate changes of morbidity and mortality from June 24, 1994 through June 23, 1999. Of the patients, 59.3% at study entry had a CD4+ lymphocyte count of <50 cells/microliter. The five leading HIV-associated opportunistic infections included oroesophageal candidiasis (195 patients), Pneumocystis carinii pneumonia (93), tuberculosis (77), mucocutaneous herpes simplex infection (74), and cytomegalovirus diseases (73). The incidence rates of seven major AIDS-defining opportunistic diseases were declining though the changes of the relative proportions varied. The median duration of hospitalization decreased from 36 days in 1995 to 12 days in 1999 (p =.0001). Overestimated mortality rate declined from 148.4 per 100 patient-years in 1995 to 7.4 per 100 patient-years in 1999 (p =.0001) whereas the underestimated mortality rate declined from 110.5 to 5.39 per 100 patient-years (p =.0001). Risk ratio (RR) for mortality in patients who received HAART compared with those who did not was 0.410 (95% confidence interval [CI], 0.249-0.674; p =.0004) and the RR was 0.250 (95% CI, 0.127-0.492; p =.0001) when the analysis was limited to patients with an initial CD4+ lymphocyte count <100 cells/microliter and follow-up duration >30 days after adjusting for their age, gender, type of risk behavior, and CD4+ lymphocyte count. Morbidity and mortality were declining with each study year even in a population consisting mainly of patients at the advanced stage of HIV infection in Taiwan. Earlier diagnosis, accumulation of clinical experience, and use of HAART were associated with lower mortality rates.
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Affiliation(s)
- C C Hung
- W.-H. Sheng is currently affiliated with the Department of Internal Medicine, Tao-Yuan Hospital of the Department of Health, Tao-Yuan County, Taiwan.
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Kitahata MM, Van Rompaey SE, Shields AW. Physician experience in the care of HIV-infected persons is associated with earlier adoption of new antiretroviral therapy. J Acquir Immune Defic Syndr 2000; 24:106-14. [PMID: 10935685 DOI: 10.1097/00126334-200006010-00004] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Recent advances in antiretroviral therapy have led to effective but increasingly complex strategies for the treatment of HIV infection. In a previous study, we demonstrated that physicians' experience in the care of patients with AIDS improves survival. We conducted this study to determine whether greater physician experience is associated with earlier adoption and appropriate use of new antiretroviral treatment regimens. DESIGN Retrospective medical record review of a population-based sample of HIV-infected individuals who received antiretroviral treatment between December 1995 and May 1997 by primary care physicians practicing throughout the state of Washington. We classified antiretroviral regimens observed into one of four categories based on national treatment guidelines. RESULTS The use of new antiretroviral treatment regimens significantly increased during the study period; 22% of patients were treated with a protease inhibitor (PI)-based regimen or an alternative PI- or nonnucleoside reverse transcriptase inhibitor (NNRTI)-based regimen between December 1995 and November 1996, compared with 57% between April and May 1997 (p < .001). After controlling for CD4 count and the calendar period of treatment, patients cared for by physicians with greater HIV experience were significantly more likely to receive PI-based regimens or alternative PI- or NNRTI-based antiretroviral regimens (p = .02). Use of PI-based regimens was also associated with lower CD4 count (p < .001) and treatment after January 1997 (p = .02), but independent of patient demographic characteristics and the geographic location of physicians' practices. CONCLUSIONS Greater physician experience in the care of persons with HIV infection is associated with earlier adoption of new antiretroviral treatment regardless of whether physicians practice in a rural or urban area.
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Affiliation(s)
- M M Kitahata
- Department of Medicine, University of Washington, Seattle, USA.
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34
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Physician Experience in the Care of HIV-Infected Persons Is Associated With Earlier Adoption of New Antiretroviral Therapy. J Acquir Immune Defic Syndr 2000. [DOI: 10.1097/00042560-200006010-00004] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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35
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Gross PA, Asch S, Kitahata MM, Freedberg KA, Barr D, Melnick DA, Bozzette SA, Bozette SA. Performance measures for guidelines on preventing opportunistic infections in patients infected with human immunodeficiency virus. Clin Infect Dis 2000; 30 Suppl 1:S85-93. [PMID: 10770917 DOI: 10.1086/313845] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
This article serves as a complement to the 1999 US Public Health Service/Infectious Diseases Society of America guidelines on the prevention of opportunistic infections in persons infected with HIV, published in this issue of Clinical Infectious Diseases [1]. A number of performance measures to assess compliance with the guidelines and to aid in their implementation are proposed.
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Affiliation(s)
- P A Gross
- Department of Internal Medicine, Hackensack University Medical Center, Hackensack, NJ 07601, USA
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36
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Abstract
Chancroid is a sexually transmitted disease caused by the bacterium Haemophilus ducreyi. It usually presents as a genital ulcer and may be associated with regional lymphadenopathy and bubo formation. H. ducreyi infection is predominantly seen in tropical resource-poor regions of the world where it is frequently the most common etiological cause of genital ulceration. Genital ulcer disease has been shown to be an extremely important co-factor in HIV transmission. With the advent of the AIDS epidemic, there has been increased research effort to elucidate those factors involved in the pathogenesis of chancroid. Several putative virulence factors have now been identified and isogenic H. ducreyi mutants constructed by mutagenesis of their encoding genes. This approach has facilitated investigations into the role each of these putative virulence factors may play in H. ducreyi pathogenesis through the use of in vitro and in vivo model systems. One major goal of current chancroid research is to identify antigens which are immunogenic and could form the basis of a vaccine against H. ducreyi infection. Such a vaccine, if shown to be effective in decreasing the prevalence of chancroid, could have the added benefit of slowing down the HIV incidence rates in those populations where chancroid is a major co-factor for HIV transmission.
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Affiliation(s)
- D A Lewis
- Department of Microbiology, Imperial College School of Medicine, London, United Kingdom.
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Dhenain M, Vanhems P, Fabry J, Chidiac C, Peyramond D, Touraine JL, Trepo C, Gilibert RP. Antiretroviral treatment among HIV-1 seroconverters from Lyon, France (1985-1998). Lyon CISIH Collaborators. AIDS 1999; 13:2484-6. [PMID: 10597796 DOI: 10.1097/00002030-199912030-00026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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