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BACKGROUND: Disparities in cancer incidence, stage at diagnosis, and mortality persist by race, ethnicity, and many other social determinants, such as census-tract-level socioeconomic status (SES), poverty, and rurality. Census-tract-level measures of these determinants are useful for analyzing trends in cancer disparities. METHODS: The purpose of this paper was to demonstrate the availability of the Surveillance, Epidemiology, and End Results Program's specialized census-tract-level dataset and provide basic descriptive cancer incidence, stage at diagnosis, and survival for 8 cancer sites, which can be screened regularly or associated with infectious agents. We present these analyses according to several census-tract-level measures, including the newly available persistent poverty as well as SES quintile, rurality, and race and ethnicity. RESULTS: Census tracts with persistent poverty and low SES had higher cancer incidence rates (except for breast and prostate cancer), higher percentages of cases diagnosed with regional or distant-stage disease, and lower survival than non-persistent-poverty and higher-SES tracts. Outcomes varied by cancer site when analyzing based on rurality as well as race and ethnicity. Analyses stratified by multiple determinants showed unique patterns of outcomes, which bear further investigation. CONCLUSIONS: This article introduces the Surveillance, Epidemiology, and End Results specialized dataset, which contains census-tract-level social determinants measures, including persistent poverty, rurality, SES quintile, and race and ethnicity. We demonstrate the capacity of these variables for use in producing trends and analyses focusing on cancer health disparities. Analyses may inform interventions and policy changes that improve cancer outcomes among populations living in disadvantaged areas, such as persistent-poverty tracts.
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Censos , Neoplasias , Programa de SEER , Determinantes Sociais da Saúde , Humanos , Neoplasias/epidemiologia , Neoplasias/mortalidade , Programa de SEER/estatística & dados numéricos , Incidência , Masculino , Feminino , Estados Unidos/epidemiologia , Disparidades nos Níveis de Saúde , Fatores Socioeconômicos , Classe Social , Pobreza/estatística & dados numéricos , Etnicidade/estatística & dados numéricos , População Rural/estatística & dados numéricosRESUMO
OBJECTIVES: Smart pump interoperability is a newer technology integrating intravenous medication -infusion instructions from the electronic medical record into a smart pump. This technology has demonstrated significantly decreased medication errors in the adult population; however, this has not been reported in pediatrics. The purpose of this study was to compare the frequency and severity of infusion related errors before and after the implementation of smart pump interoperability at a pediatric institution. METHODS: This was a retrospective study conducted at multiple institutions within the same health care system to assess the effect of smart pump interoperability on infusion errors. Data were retrospectively analyzed for a 6-month period prior to (January-June 2020) and after (January-June 2022) smart pump interoperability implementation. All who received medications via a smart pump were included in the analysis. Infusions were excluded if administered via a patient-controlled analgesia pump, epidural pump, or intravenously pushed without using a smart pump. RESULTS: A total of 143,997 versus 165,343 infusions were administered in the before versus after interoperability group. There were significant decreases in mild, moderate, and severe harm averted events once interoperability was implemented (p < 0.001). Errors caught before administration decreased after interoperability implementation from 197 events to 20 events because of fewer overall errors (p < 0.001). The number of guardrail alert overrides was significantly reduced, from 23,751 to 5885 (p < 0.001), as was the number of high-risk overrides, from 5851 to 207 (p < 0.001). CONCLUSION: Implementing smart pump interoperability significantly reduced the frequency and severity of infusion errors and high-risk overrides at a pediatric institution.
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BACKGROUND: Substance use disorders (SUDs) are prevalent in the USA yet remain dramatically undertreated. To address this care gap, the Accreditation Council for Graduate Medical Education (ACGME) approved revisions to the Program Requirements for Graduate Medical Education (GME) in Internal Medicine, effective July 1, 2022, requiring addiction medicine training for all internal medicine (IM) residents. The Veterans Health Administration (VHA) is a clinical training site for many academic institutions that sponsor IM residencies. This focus group project evaluated VHA IM residency site directors' perspectives about providing addiction medical education within VHA IM training sites. OBJECTIVE: To better understand the current state, barriers to, and facilitators of IM resident addiction medicine training at VHA sites. DESIGN: This was a qualitative evaluation based on semi-structured video-based focus groups. PARTICIPANTS: Participants were VHA IM site directors based at a VHA hospital or clinic throughout the USA. APPROACH: Focus groups were conducted using a semi-structured group interview guide. Two investigators coded each focus group independently, then met to create a final adjudicated coding scheme. Thematic analysis was used to identify key themes. KEY RESULTS: Forty-three participants from 38 VHA sites participated in four focus groups (average size: 11 participants). Six themes were identified within four pre-defined categories. Current state of training: most VHA sites offered no formal training in addiction medicine for IM residents. Barriers: addiction experts are often located outside of IM settings, and ACGME requirements were non-specific. Facilitators: clinical champions help support addiction training. Desired next steps: participants desired incentives to train or hire local champions and a pre-packaged didactic curriculum. CONCLUSIONS: Developing competent clinical champions and leveraging VHA addiction specialists from non-IM settings would create more addiction training opportunities for IM trainees at VHA sites. These insights can likely be applied to IM training at non-VHA sites.
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Medicina do Vício , Educação de Pós-Graduação em Medicina , Medicina Interna , Internato e Residência , United States Department of Veterans Affairs , Humanos , Estados Unidos , Medicina Interna/educação , Internato e Residência/normas , Medicina do Vício/educação , Transtornos Relacionados ao Uso de Substâncias/terapia , Pesquisa Qualitativa , Grupos Focais , Acreditação , Masculino , FemininoAssuntos
Alimentação com Mamadeira , Aleitamento Materno , Comportamento de Escolha , Feminino , Humanos , LactenteRESUMO
BACKGROUND: More than 62 million people self-identified as Hispanic/Latino (H/L) in the 2020 United States census. The U.S. H/L population has higher burden of certain cancers compared with their non-Hispanic White counterparts. METHODS: Key term search using the NIH Query/View/Report (QVR) system, along with Research, Condition, and Disease Categorization codes identified cancer epidemiology research grants in H/L populations funded by the NCI as a primary or secondary funder from fiscal years 2016 through 2021. Three reviewers identified eligible grants based on specified inclusion/exclusion criteria and a codebook for consistency extracting key characteristics. RESULTS: A total of 450 grants were identified through the QVR system using key words related to H/Ls; 41 cancer epidemiology grants remained after applying exclusion criteria. These grants contained specific aims focused on H/Ls (32%) or included H/Ls as part of a racial/ethnic comparison (68%). NCI was the primary funder of the majority of the grants (85%), and most of the research grants focused on cancer etiology (44%) and/or survivorship (49%). Few grants (10%) investigated environmental exposures. CONCLUSIONS: This article provides an overview of NCI-funded cancer epidemiology research in H/L populations from 2016 to 2021. Future cancer epidemiology research should reflect the changing dynamics of the U.S. demography with diverse, representative populations and well-characterized ethnicity. IMPACT: Research that carefully measures the relevant biological, environmental, behavioral, psychologic, sociocultural, and clinical risk factors will be critical to better understanding the nuanced patterns influencing cancer-related outcomes in the heterogenous H/L population.
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Pesquisa Biomédica , Neoplasias , Estados Unidos/epidemiologia , Humanos , National Cancer Institute (U.S.) , Neoplasias/epidemiologia , Hispânico ou Latino , Organização do FinanciamentoRESUMO
Assessing environmental changes in Southern Ocean ecosystems is difficult due to its remoteness and data sparsity. Monitoring marine predators that respond rapidly to environmental variation may enable us to track anthropogenic effects on ecosystems. Yet, many long-term datasets of marine predators are incomplete because they are spatially constrained and/or track ecosystems already modified by industrial fishing and whaling in the latter half of the 20th century. Here, we assess the contemporary offshore distribution of a wide-ranging marine predator, the southern right whale (SRW, Eubalaena australis), that forages on copepods and krill from ~30°S to the Antarctic ice edge (>60°S). We analyzed carbon and nitrogen isotope values of 1,002 skin samples from six genetically distinct SRW populations using a customized assignment approach that accounts for temporal and spatial variation in the Southern Ocean phytoplankton isoscape. Over the past three decades, SRWs increased their use of mid-latitude foraging grounds in the south Atlantic and southwest (SW) Indian oceans in the late austral summer and autumn and slightly increased their use of high-latitude (>60°S) foraging grounds in the SW Pacific, coincident with observed changes in prey distribution and abundance on a circumpolar scale. Comparing foraging assignments with whaling records since the 18th century showed remarkable stability in use of mid-latitude foraging areas. We attribute this consistency across four centuries to the physical stability of ocean fronts and resulting productivity in mid-latitude ecosystems of the Southern Ocean compared with polar regions that may be more influenced by recent climate change.
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Mudança Climática , Ecossistema , Animais , Regiões Antárticas , Efeitos Antropogênicos , Oceano ÍndicoRESUMO
Generating actionable research findings quickly and efficiently is critical for improving the delivery of cancer-related care and outcomes. To address this issue, the National Cancer Institute convened subject matter experts, researchers, clinicians, and patients for a 2-day virtual meeting in February 2022. The purpose of this meeting was to identify how rapid cycle interventional research methods can be used to generate findings useful in improving routine clinical practice. The meeting yielded an initial conceptualization of rapid cycle interventional research as being comprised of 6 key elements: use of iterative study designs; reliance on proximal primary outcomes; early and continued engagement with community and clinical partners; use of existing data sources to measure primary outcomes; facilitative features of the study setting and context; and consideration of appropriate rigor relative to intended use of findings. The meeting also identified the types of study designs that can be leveraged to conduct rapid cycle interventional research and provided examples of these; considered this approach from the perspective of key partners; described the clinical and data infrastructure, research resources, and key collaborations needed to support this work; identified research topics best addressed using this approach; and considered needed methodological advances. The National Cancer Institute is committed to exploring opportunities to encourage further development and application of this research approach as a means for better promoting improvements in the delivery of cancer-related care.
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Atenção à Saúde , Neoplasias , Estados Unidos , Humanos , National Cancer Institute (U.S.) , Neoplasias/terapia , Pesquisa sobre Serviços de Saúde , Projetos de PesquisaRESUMO
BACKGROUND: Los Angeles County Department of Health Services provides medical care to a diverse group of patients residing in underresourced communities. To improve patients' access to addiction medications during the COVID-19 pandemic, Los Angeles County Department of Health Services established a low-barrier telephone service for DHS providers in March 2020, staffed by DATA-2000-waivered providers experienced with prescribing addiction medications. This study describes the patient population and medications prescribed through this service during its initial 12 months. METHODS: We performed a retrospective evaluation of a provider-entered call registry for the telephone consult line. Information was collected between March 31, 2020, and March 30, 2021. The registry includes information related to patient demographics, the reason for visit, and which addiction medications were prescribed. We conducted descriptive statistics in each of these domains. RESULTS: During the study period, 11 providers on the MAT telephone service logged 713 calls. These calls represented a total of 557 unique patients (mean age of 40 years, 75% male, 41% Latino, 49% experiencing homelessness). Most patients either had Medicaid insurance (77%) or were uninsured (20%). The most prescribed addiction medication was buprenorphine-naloxone (90%), followed by nicotine replacement therapy (5.3%), naltrexone (4.2%), and buprenorphine monotherapy (1.8%). CONCLUSION: A telephone addiction medication service is feasible to deliver low-barrier medications to treat addiction in underresourced communities, especially to individuals experiencing homelessness. This can mitigate but does not eliminate disparities in access to addiction medications for communities of color.
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Buprenorfina , COVID-19 , Transtornos Relacionados ao Uso de Opioides , Abandono do Hábito de Fumar , Telemedicina , Estados Unidos , Humanos , Masculino , Adulto , Feminino , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Estudos Retrospectivos , Los Angeles/epidemiologia , Pandemias , Dispositivos para o Abandono do Uso de Tabaco , Buprenorfina/uso terapêutico , Encaminhamento e ConsultaRESUMO
Repeated anesthesia poses risks to patients but is often utilized to immobilize young children undergoing cranial radiation therapy for brain tumors. To enable young patients to remain still during cranial radiation therapy and thereby avoid sedation, medical and psychosocial clinicians can use behavioral and other supportive interventions. This case series illustrates the utility of behavioral training for motion control in 3 children 6 years old or younger who were treated for brain tumors. We demonstrate the efficacy of flexible, individualized intervention approaches to accommodate patients with brain tumors in the context of emotional dysregulation, significant communication barriers, and profound sensory deficits.
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Anestesia , Neoplasias Encefálicas , Criança , Humanos , Pré-Escolar , Neoplasias Encefálicas/radioterapia , Irradiação CranianaRESUMO
Drug-targetable vulnerabilities of cancer cells include their dependence on heat shock proteins (HSPs) to support elevated mitochondrial metabolism and counteract cell death factors. The investigational new drug SHetA2 targets these vulnerabilities in ovarian and endometrial cancer cells by disrupting complexes of the mortalin HSP with its client proteins (mitochondrial support proteins, metabolic enzymes, p53) leading to mitochondrial leakage of cytochrome c and apoptosis-inducing factor (AIF), and caspase-dependent apoptosis. Our objective was to evaluate the roles of mitochondrial damage and another SHetA2-target HSP protein, cytoplasmic heat shock cognate 70 (hsc70), in the mechanism of SHetA2 killing of cervical cancer cells. Cervical cancer cells responded to SHetA2 with excessive mitophagy that did not deter AIF leakage into the cytoplasm. Then, hsc70 was unable to prevent cytoplasmic AIF nuclear translocation and promotion of DNA damage and cell death, because SHetA2 disrupted hsc70/AIF complexes. The Cancer Genome Atlas analysis found that overexpression of hsc70, but not mortalin, was associated with worse cervical cancer patient survival. Use of specific inhibitors documented that AIF and mitophagy, but not caspases, contributed to the mechanism of SHetA2-induced cell death in cervical cancer cells. As validation, excessive mitophagy and lack of caspase activation were observed in SHetA2-inhibited xenograft tumors.
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During the coronavirus disease 2019 (COVID-19) pandemic, we also experienced a worsening opioid overdose epidemic. Untreated opioid use disorder (OUD) in persons with human immunodeficiency virus (HIV) is associated with worse HIV-related outcomes. Buprenorphine is a safe, evidence-based medication for OUD and is effective in reducing opioid craving and overdose and improving outcomes along the HIV care continuum. Despite the longstanding evidence supporting the benefits of buprenorphine, there remains an implementation gap in the uptake of buprenorphine prescribing in HIV care settings. To improve integration of OUD care and HIV primary care, we recommend (1) all HIV clinicians obtain a buprenorphine waiver, (2) teaching on OUD should be integrated into infectious diseases and HIV continuing medical education, and (3) previously validated models of integrated care should be leveraged to urgently expand access to buprenorphine for persons with HIV and OUD.
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BACKGROUND: Geographic cohorting is a hospital admission structure in which every patient on a given physician team is admitted to a dedicated hospital unit. Little is known about the long-term impact of this admission structure on patient outcomes and resident satisfaction. OBJECTIVE: To evaluate the effect of geographic cohorting on patient outcomes and resident satisfaction among inpatient internal medicine teaching services within an academic hospital. DESIGN AND INTERVENTION: We conducted an interrupted time series analysis examining patient outcomes before and after the transition to geographic cohorting of our 3 inpatient teaching services within a 520-bed academic hospital in November 2017. The study observation period spanned from January 2017 to October 2018, allowing for a 2-month run-in period (November-December 2017). PARTICIPANTS: We included patients discharged from the inpatient teaching teams during the study period. We excluded patients admitted to the ICU and observation admissions. MAIN MEASURES: Primary outcome was 6-month mortality adjusted for patient age, sex, race, insurance status, and Charlson Comorbidity Index (CCI) analyzed using a linear mixed effects model. Secondary outcomes included hospital length of stay (LOS), 7-day and 30-day readmission rate, Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) scores, and resident evaluations of the rotation. KEY RESULTS: During the observation period, 1720 patients (mean age 64, 53% female, 56% white, 62% Medicare-insured, mean CCI 1.57) were eligible for inclusion in the final adjusted model. We did not detect a significant change in 6-month mortality, LOS, and 7-day or 30-day readmission rates. HCAHPS scores remained unchanged (77 to 80% top box, P = 0.19), while resident evaluations of the rotation significantly improved (mean overall score 3.7 to 4.0, P = 0.03). CONCLUSIONS: Geographic cohorting was associated with increased resident satisfaction while achieving comparable patient outcomes to those of traditional hospital admitting models.
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Pacientes Internados , Satisfação do Paciente , Idoso , Feminino , Humanos , Tempo de Internação , Masculino , Medicare , Pessoa de Meia-Idade , Alta do Paciente , Readmissão do Paciente , Estudos Retrospectivos , Estados UnidosRESUMO
BACKGROUND: Medication for Opioid Use Disorder (MOUD) has been shown to be a safe, cost-effective intervention that successfully lowers risk of opioid overdose. However, access to and use of MOUD has been limited. Our objective was to explore attitudes, opinions, and beliefs regarding MOUD among healthcare and social service providers in a community highly impacted by the opioid overdose epidemic. METHODS: As part of a larger ethnographic study examining neighborhoods in Allegheny County, PA, with the highest opioid overdose death rates, semi-structured qualitative in-person and telephone interviews were conducted with forty-five providers treating persons with opioid use disorders in these communities. An open coding approach was used to code interview transcripts followed by thematic analysis. RESULTS: Three major themes were identified related to MOUD from the perspectives of our provider participants. Within a variety of health and substance use service roles and settings, provider reflections revealed: (1) different opinions about MOUD as a transition to abstinence or as a long-term treatment; (2) perceived lack of uniformity and dissemination of accurate information of MOUD care, permitting differences in care, and (3) observed barriers to entry and navigation of MOUD, including referrals as a "word-of-mouth insider system" and challenges of getting patients MOUD services when they need it. CONCLUSIONS: Even in communities hard hit by the opioid overdose epidemic, healthcare providers' disagreement about the standard of care for MOUD can be a relevant obstacle. These insights can inform efforts to improve MOUD treatment and access for people with opioid use disorders.
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Buprenorfina , Overdose de Drogas , Overdose de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Analgésicos Opioides/uso terapêutico , Buprenorfina/uso terapêutico , Overdose de Drogas/tratamento farmacológico , Humanos , Tratamento de Substituição de Opiáceos , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológicoRESUMO
Background: Evidence-based prescribing (EBP) results in decreased morbidity and reduces medical costs. However, pharmaceutical marketing influences medication requests and prescribing habits, which can detract from EBP. Media literacy, which teaches critical thinking, is a promising approach for buffering marketing influences and encouraging EBP. The authors developed the "SMARxT" media literacy education program around marketing influences on EBP decision-making. The program consisted of six videos and knowledge assessments that were delivered as an online educational intervention through the Qualtrics platform. Methods: In 2017, we assessed program feasibility, acceptability, and efficacy of enhancing knowledge among resident physicians at the University of Pittsburgh. Resident physicians (n=73) responded to pre-test items assessing prior knowledge, viewed six SMARxT videos, and responded to post-test items. A 6-month follow-up test was completed to quantitatively assess sustained changes in knowledge and to qualitatively assess summative feedback about the program (n=54). Test scores were assessed from pre- to post-test and from pre-test to follow-up using paired-sample t-tests. Qualitative results were synthesized through content analysis. Results: Proportion of correct knowledge responses increased from pre-test to immediate post-test (31% to 64%, P<0.001) at baseline. Correct responses also increased from pre-test to 6-month follow-up (31% to 43%, P<0.001). Feasibility was demonstrated by 95% of enrolled participants completing all baseline procedures and 70% completing 6-month follow-up. Quantitative measures of acceptability yielded positive scores and qualitative responses indicated participants' increased confidence in understanding and countering marketing influences due to the intervention. However, participants stated they would prefer shorter videos, feedback about test scores, and additional resources to reinforce learning objectives. Conclusion: The SMARxT media literacy program was efficacious and acceptable to resident physicians. Participant suggestions could be incorporated into a subsequent version of SMARxT and inform similar clinical education programs. Future research should assess program impact on real-world prescribing practices.
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BACKGROUND: Pharmacists are positioned to play important roles in implementing evidence-based prevention and harm reduction approaches for opioid misuse and related health care outcomes such as human immunodeficiency virus (HIV) and hepatitis C. More research is needed to understand how best to facilitate harm reduction practices among pharmacists. OBJECTIVES: This hypothesis-generating study investigated (1) whether subgroups (latent classes) were observable among pharmacists based on self-reported comfort with specific harm reduction behaviors, (2) whether having reported expertise in key content areas was associated with any latent classes that might be identified, and (3) whether comfort and training were associated with actually having dispensed syringes for likely nonprescription drug use. METHODS: This was a statewide census of community managing pharmacists in Arizona conducted from December 2018 to May 2019. Participants reported their degree of comfort with 10 harm reduction behaviors, their expertise (e.g., recent continuing pharmacy education or specialization) in selected content areas, and their syringe dispensing behavior. Additional sociodemographic information was also collected. Subgroups related to harm reduction were computed using latent class analysis, and associations between study variables were assessed using the Fisher's exact tests. RESULTS: Data suggested the existence of 4 latent, comfort-based harm reduction classes: high comfort, moderate comfort, and clinical comfort, and opioid prevention only. Reported expertise in pre-exposure prophylaxis for HIV was likely associated with harm reduction class. However, class membership was not associated with reporting having dispensed nonprescription syringes, although the single comfort item for syringe dispensing, by itself, was associated therewith. CONCLUSION: Comfort with harm reduction likely clusters, so pharmacists may be broadly comfortable with topics or methods of harm reduction; however, comfort with a specific harm reduction pharmacy practice may be a better predictor of engaging in that behavior than harm reduction comfort class. In contrast, strategies to improve comfort, such as intervention development, might successfully be informed by pharmacists' latent class.
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Infecções por HIV , Farmacêuticos , Estudos Transversais , Infecções por HIV/prevenção & controle , Redução do Dano , Humanos , Análise de Classes Latentes , Medicamentos sem PrescriçãoRESUMO
BACKGROUND: Persons with HIV (PWH) and opioid use disorder (OUD) can have poor health outcomes. We assessed whether intensity of behavioral treatment for OUD (BOUD) with and without medication for OUD (MOUD) is associated with improved HIV clinical outcomes. METHODS: We used Veterans Aging Cohort Study (VACS) data from 2008 to 2017 to identify PWH and OUD with ≥1 BOUD episode. We assessed BOUD intensity and ≥6 months of MOUD (methadone or buprenorphine) receipt during the 12 months after BOUD initiation. Linear regression models assessed the association of BOUD intensity and MOUD receipt with pre-post changes in log viral load (VL), CD4 cell count, VACS Index 2.0, antiretroviral treatment (ART) initiation, and ART adherence. RESULTS: Among 2419 PWH who initiated BOUD, we identified five distinct BOUD intensity trajectories: single visit (39% of sample); low-intensity, not sustained (37%); high-intensity, not sustained (9%); low-intensity, sustained (11%); and high-intensity, sustained (5%). MOUD receipt was low (17%). Among 709 PWH not on ART at the start of BOUD, ART initiation increased with increased BOUD intensity (p < 0.01). Among 1401 PWH on ART at the start of BOUD, ART adherence improved more in higher-intensity BOUD groups (p < 0.01). VL, CD4 count and VACS Index 2.0 did not differ by BOUD or ≥6 months of MOUD treatment. CONCLUSION: Among PWH and OUD who initiated BOUD, higher intensity BOUD was associated with improved ART initiation and adherence, but neither BOUD alone nor BOUD plus ≥6 months MOUD was associated with improvements in VL, CD4 count or VACS Index 2.0.
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Buprenorfina , Infecções por HIV , Transtornos Relacionados ao Uso de Opioides , Buprenorfina/uso terapêutico , Estudos de Coortes , Infecções por HIV/tratamento farmacológico , Humanos , Metadona/uso terapêutico , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológicoRESUMO
Although opioid agonist therapy (OAT) is associated with positive health outcomes, including improved HIV management, long-term retention in OAT remains low among patients with opioid use disorder (OUD). Using data from the Veterans Aging Cohort Study (VACS), we identify variables independently associated with OAT retention overall and by HIV status. Among 7,334 patients with OUD, 13.7% initiated OAT, and 27.8% were retained 12-months later. Likelihood of initiation and retention did not vary by HIV status. Variables associated with improved likelihood of retention included receiving buprenorphine (relative to methadone), receiving both buprenorphine and methadone at some point over the 12-month period, or diagnosis of HCV. History of homelessness was associated with a lower likelihood of retention. Predictors of retention were largely distinct between patients with HIV and patients without HIV. Findings highlight the need for clinical, systems, and research initiatives to better understand and improve OAT retention.