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1.
Psychooncology ; 32(1): 34-41, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35584282

RESUMO

OBJECTIVE: The objective of this study was to assess the perceived risk of breast cancer (BC) and adoption of risk reduction behaviours among female first-degree relatives (FDRs) of BC patients attending care at the Uganda Cancer Institute (UCI). METHODS: A cross-sectional study was performed using a questionnaire to collect data between March to October 2019. Adult female FDRs of patients attending care at UCI were recruited consecutively. Breast cancer perceived risk was assessed using a verbal measure; 'My chances of getting BC are great' on a Likert scale with 5 response alternatives. Chi square tests and modified Poisson regression using generalised estimating equations model were used to determine associations and examine factors associated with perceived risk of BC. RESULTS: We enrolled 296 FDRs from 186 female BC patients. Few participants 118/296 (40%) had high perceived risk of BC. Majority 165/296 (56%), had ever practiced breast self-examination. At the multivariable modified Poisson GEE model, women aged 36-45 years were more likely to perceive themselves to be at high risk of developing BC compared to women aged 18-25 years (adjusted prevalence ratio: 1.174; 95% confidence interval [95%CI] = 1.05-2.88; p value = 0.030) after adjusting for age, religion, educational level and residence. CONCLUSION: Few FDRs of BC patients perceived themselves to be at high risk of developing BC and do not seek risk reduction measures including screening and early diagnosis approaches. Breast cancer health education especially targeting younger women should emphasize the increased risk of BC in FDRs.


Assuntos
Neoplasias da Mama , Adulto , Humanos , Feminino , Adolescente , Adulto Jovem , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/diagnóstico , Estudos Transversais , Uganda/epidemiologia , Comportamento de Redução do Risco , Inquéritos e Questionários , Conhecimentos, Atitudes e Prática em Saúde , Fatores de Risco
2.
BMC Infect Dis ; 23(1): 388, 2023 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-37296396

RESUMO

INTRODUCTION: Strong epidemiological links between human immunodeficiency virus (HIV) and tuberculosis (TB) may make household TB contact investigation an efficient strategy for HIV screening and finding individuals in serodifferent partnerships at risk of HIV and linking them to HIV prevention services. We aimed to compare the proportions of HIV serodifferent couples in TB-affected households and in the general population of Kampala, Uganda. METHODS: We included data from a cross-sectional trial of HIV counselling and testing (HCT) in the context of home-based TB evaluation in Kampala, Uganda in 2016-2017. After obtaining consent, community health workers visited the homes of participants with TB to screen contacts for TB and offer HCT to household members ≥ 15 years. We defined index participants and their spouses or parents as couples. Couples were classified as serodifferent if confirmed by self-reported HIV status or by HIV testing results. We used a two-sample test of proportions to compare the frequency of HIV serodifference among couples in the study to its prevalence among couples in Kampala in the 2011 Uganda AIDS Indicator Survey (UAIS). RESULTS: We included 323 index TB participants and 507 household contacts aged ≥ 18 years. Most index participants (55%) were male, while most (68%) adult contacts were female. There was ≥ 1 couple in 115/323 (35.6%) households, with most couples (98/115, 85.2%) including the index participant and spouse. The proportion of households with HIV-serodifferent couples was 18/323 (5.6%), giving a number-needed-to-screen of 18 households. The proportion of HIV serodifference among couples identified in the trial was significantly higher than among couples in the UAIS (15.7% vs. 8%, p = 0.039). The 18 serodifferent couples included 14 (77.8%) where the index participant was living with HIV and the spouse was HIV-negative, and 4 (22.2%) where the index partner was HIV-negative, while the spouse was living with HIV. CONCLUSIONS: The frequency of HIV serodifference among couples identified in TB-affected households was higher than in the general population. TB household contact investigation may be an efficient strategy for identifying people with substantial exposure to HIV and linking them to HIV prevention services.


Assuntos
Síndrome da Imunodeficiência Adquirida , Infecções por HIV , Tuberculose , Adulto , Humanos , Masculino , Feminino , HIV , Estudos Transversais , Uganda/epidemiologia , Tuberculose/epidemiologia , Tuberculose/diagnóstico , Infecções por HIV/complicações , Infecções por HIV/epidemiologia , Infecções por HIV/diagnóstico
3.
Trop Med Int Health ; 25(9): 1079-1084, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32578928

RESUMO

OBJECTIVE: To determine clinical correlates of the peripheral absolute eosinophil count (AEC) among bacteriologically confirmed TB patients in Uganda. MATERIALS AND METHODS: We evaluated data of bacteriologically confirmed adult TB patients who had a peripheral blood AEC measurement at the National TB Treatment Center in Uganda during a cross-sectional study. We performed linear regression analysis for correlates of log-transformed AEC. RESULTS: We included 235 patients in this analysis with a median (interquartile range, IQR) age of 31 (24-39) years. 60.4% were male, and 33.6% had TB/HIV co-infection. In a multivariable linear regression model that controlled for age, residence type, HIV status, weight loss, anorexia, body mass index, CD8+ T-cell count, haemoglobin level and TB bacillary load, males had a 47.0% higher AEC than females (adjusted coefficient (R2 ) = 0.385, 95% confidence interval (CI) 0.012-0.759 P = 0.043). Also, a 1 °C raise in temperature resulted in an 11.5% decrease in the AEC (R2  = -0.122 95% CI (-0.233 to -0.011) P = 0.031) while a 1 cell/mm3 increase in the CD4+ T-cell count resulted in a 0.10% increase in the AEC (R2  = 0.001 95% CI (0.000-0.001) P = 0.032). CONCLUSION: The AEC was higher among males than females, consistent with the normal population distribution of AEC among Ugandans. The AEC was weakly but positively correlated with the CD4 count and negatively correlated with temperature.


OBJECTIF: Déterminer les corrélats cliniques du nombre absolu d'éosinophiles (AEC) périphériques chez les patients tuberculeux confirmés bactériologiquement en Ouganda. MATÉRIEL ET MÉTHODES: Nous avons évalué les données des patients adultes atteints de tuberculose (TB) confirmés bactériologiquement qui avaient une mesure de l'AEC du sang périphérique au Centre national de traitement de la TB en Ouganda au cours d'une étude transversale. Nous avons effectué une analyse de régression linéaire pour les corrélats de l'AEC convertis en log. RÉSULTATS: Nous avons inclus 235 patients dans cette analyse avec un âge médian (intervalle interquartile, IQR) de 31 (24-39) ans. 60,4% étaient des hommes et 33,6% avaient une coinfection TB/VIH. Dans un modèle de régression linéaire multivariée qui adustait pour l'âge, le type de résidence, le statut VIH, la perte de poids, l'anorexie, l'indice de masse corporelle, le nombre de lymphocytes T CD8+, le taux d'hémoglobine et la charge bacillaire de TB, les hommes avaient un AEC 47,0% plus élevé que les femmes (ajusté (R2 ) = 0,385, intervalle de confiance (IC) à 95%: 0,012 à 0,759 ; P = 0,043). Aussi, une augmentation de 1 °C de la température a entraîné une diminution de 11,5% de l'AEC (R2 = −0,122 ; IC95%: (−0,233 à −0,011) ; P = 0,031) tandis qu'une augmentation de 1 cellule/mm3 du nombre des cellules T CD4+ a entraîné une augmentation de 0,10% de l'AEC (R2 = 0,001 ; IC95% (0,000 à 0,001) ; P = 0,032). CONCLUSION: L'AEC était plus élevé chez les hommes que chez les femmes, ce qui correspond à la répartition normale de la population de l'AEC chez les Ougandais. L'AEC était faiblement mais positivement corrélée avec le nombre de CD4 et négativement corrélée avec la température.


Assuntos
Eosinófilos , Infecções por HIV/virologia , Tuberculose Pulmonar , Adulto , Temperatura Corporal , Contagem de Linfócito CD4 , Coinfecção , Estudos Transversais , Feminino , Infecções por HIV/sangue , Humanos , Modelos Lineares , Masculino , Fatores Sexuais , Uganda , Carga Viral , Adulto Jovem
4.
BMC Med Ethics ; 21(1): 77, 2020 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-32831090

RESUMO

BACKGROUND: Few studies have examined factors associated with willingness of people living with HIV (PLHIV) to participate in HIV treatment clinical trials in Sub-Saharan Africa. We assessed the factors associated with participation of PLHIV in HIV treatment clinical trials research at a large urban clinical and research facility in Uganda. METHODS: A mixed methods study was conducted at the Infectious Diseases Institute (IDI), adult HIV clinic between July 2016 and January 2017. Data were collected using structured questionnaires, focused group discussions with respondents categorised as either participated or never participated in clinical trials and key informant interviews with IDI staff. A generalized linear model with a logit link function was used for multivariate analyses while the qualitative data were summarized using a thematic approach. RESULTS: We enrolled a total of 202 and analysed 151 participants, 77 (51%) of whom were male with mean age of 41 years. The majority 127 (84%) expressed willingness to participate in treatment clinical trials if given an opportunity. At bivariate analysis, willingness to participate was significantly associated with respondents' perception of a satisfactory compensation package (P-value < 0.002, 0.08-0.56), special status accorded (P-value < 0.001, 0.05-0.39) and belief that their health status would improve (P-value< 0.08, 0.03-0.58) while on the clinical trial. At multivariate analysis, a satisfactory compensation package (P-value< 0.030, 0.08-0.88) and special status accorded in clinical trials (P-value< 0.041, 0.01-0.91) remained significant. The qualitative data analysis confirmed these findings as participants valued the privilege of jumping the clinic waiting queues and spending less time in clinic, the wide range of free tests offered to trial participants, unrestricted access to senior physicians and regular communication from study team. Additionally, free meals offered during clinic visits meant that participants were not in a hurry to go back home. Barriers to participation included the perception that new drugs were being tested on them, fear of side effects like treatment failure and the uncertainty about privacy of their data. CONCLUSION: We found overwhelming willingness to participate in HIV treatment clinical trials. This was largely extrinsically influenced by the perceived material and health-related benefits. Investigators should pay attention to participants' concerns for benefits which may override the need to understand study procedures and risks.


Assuntos
Infecções por HIV , Adulto , África Subsaariana , Estudos Transversais , Feminino , Infecções por HIV/tratamento farmacológico , Humanos , Masculino , Inquéritos e Questionários , Uganda
5.
PLOS Glob Public Health ; 4(5): e0002609, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38696500

RESUMO

Household-based tuberculosis (TB) contact evaluation may be an efficient strategy to reach people who could benefit from oral pre-exposure prophylaxis (PrEP) because of the epidemiological links between HIV and TB. This study estimated the number of HIV serodifferent couples in TB-affected households and potential HIV acquisitions averted through their PrEP use in 4 TB-HIV high-burden countries. We conducted a model-based analysis set in Ethiopia, Kenya, South Africa, and Uganda using parameters from population-based household surveys, systematic literature review and meta-analyses, and estimates from the Global Burden of Diseases, Injuries, and Risk Factors Study 2019. We parameterized the nonlinear relationship between the proportion of serodifferent couples among people living with HIV and population-level HIV prevalence using Markov chain Monte Carlo methods. We integrated all parameters in a mathematical model and propagated uncertainty using a Monte Carlo approach. We estimated the HIV prevalence among adults aged 15-49 living in TB-affected households to be higher than in the general population in all 4 countries. The proportion of serodifferent couples among all couples in TB-affected households was also higher than in the general population (South Africa: 20.7% vs. 15.7%, Kenya: 15.7% vs. 5.7%, Uganda: 14.5% vs. 6.0%, Ethiopia: 4.1% vs. 0.8%). We estimated that up to 1,799 (95% UI: 1,256-2,341) HIV acquisitions in South Africa could be prevented annually by PrEP use in serodifferent couples in TB-affected households, 918 (95% UI: 409-1,450) in Kenya, 686 (95% UI: 505-871) in Uganda, and 408 (95% UI: 298-522) in Ethiopia. As couples in TB-affected households are more likely to be serodifferent than couples in the general population, offering PrEP during household TB contact evaluation may prevent a substantial number of HIV acquisitions.

6.
Afr Health Sci ; 21(2): 603-613, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34795713

RESUMO

INTRODUCTION: Key populations have disproportionately higher HIV prevalence rates than the general population. OBJECTIVE: To determine the level of virologic suppression and associated factors in female Commercial Sex Workers (CSW) who completed six months of ART and compare with the female general population (GP). METHODS: Clinical records of CSW and GPs who initiated ART between December 2014 to December 2016 from seven urban clinics were analyzed to determine virologic suppression (viral load < 1000 copies/ml) and associated factors. RESULTS: We identified 218 CSW and 182 female GPs. CSW had median age of 28 (IQR 25-31) vs 31 (IQR 26-37); median baseline CD4 446 (IQR 308-696) vs 352 (IQR 164-493) cells/microL; and optimal ART adherence levels at 70.6% vs 92.8% respectively, compared to GP. Virologic suppression in CSW and GPs was 85.7% and 89.6% respectively, P=0.28. Overall virologic suppression in CSW was 55% while Retention in care after 6 months of ART was 77.5%. Immediate ART initiation (<2weeks) and tuberculosis independently predicted virologic suppression in CSW with adjusted odds ratios 0.07 (95% C.I. 0.01-0.55, P=0.01) and 0.09 (95% C.I. 0.01-0.96, P=0.046) respectively. CONCLUSION: Virologic suppression in both groups is similar, however, intensified follow-up is needed to improve treatment outcomes.


Assuntos
Terapia Antirretroviral de Alta Atividade , Infecções por HIV/tratamento farmacológico , Infecções por HIV/virologia , Profissionais do Sexo/psicologia , Carga Viral/efeitos dos fármacos , Adulto , Estudos Transversais , Feminino , Infecções por HIV/epidemiologia , Acessibilidade aos Serviços de Saúde , Humanos , Adesão à Medicação/psicologia , Profissionais do Sexo/estatística & dados numéricos , Uganda/epidemiologia
7.
Sci Rep ; 11(1): 19346, 2021 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-34588552

RESUMO

The study aim was to determine the association of a one United States dollar (USD) dollar incentive and tuberculosis (TB) treatment outcomes among people with TB receiving treatment at a rural hospital in Uganda under programmatic settings. We conducted a quasi-experiment in which people with TB were randomised (1:1 ratio) to receive either a one USD incentive at months 0, 2, 5 and 6 (Dollar arm) or routine care (Routine arm). A second control group (Retrospective controls) consisted of participants who had a treatment outcome in the preceding 6 months. Treatment outcomes were compared between the intervention and control groups using Pearson's chi-square and Fisher's exact tests. The association between the incentive and treatment outcomes was determined using Poisson regression analysis with robust variances. Between November 2018 and October 2019, we enrolled 180 participants (60 in the Dollar arm and 120 in the Control group). TB cure (33.3% vs. 20.8%, p = 0.068) and treatment success (70.0% vs. 59.2% p = 0.156) were higher in the Dollar arm than the Control group, while loss-to-follow-up was lower in the Dollar arm (10.0% vs. 20.8% p = 0.070). Participants in the Dollar arm were more likely to be cured (adjusted incidence rate ratio (aIRR): 1.59, 95% CI 1.04-2.44, p = 0.032) and less likely to be lost to follow-up (aIRR: 0.44, 95% CI 0.20-0.96, p = 0.040). A one-dollar incentive was associated with higher TB cure and lower loss-to-follow-up among people with TB in rural Uganda.


Assuntos
Motivação , Cooperação do Paciente/estatística & dados numéricos , População Rural/estatística & dados numéricos , Tuberculose/tratamento farmacológico , Adolescente , Adulto , Feminino , Humanos , Perda de Seguimento , Masculino , Estudos Prospectivos , Estudos Retrospectivos , Resultado do Tratamento , Tuberculose/mortalidade , Uganda/epidemiologia , Adulto Jovem
8.
BMC Complement Med Ther ; 20(1): 169, 2020 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-32493310

RESUMO

BACKGROUND: There is some evidence that patients with liver diseases commonly use complementary and alternative therapies to address general and liver-disease specific health concerns. The purpose of this study was to assess and describe prevalence, patterns and related factors of herbal medicine use among adults diagnosed with viral and non-viral hepatitis in Kampala, Uganda. METHODS: A cross-sectional study was conducted on 310 adult patients attending the gastrointestinal clinic in Mulago hospital referral hospital in Kampala. Data on prevalence, types and reasons for herbal medicine use was collected using standardized questionnaires and focus group discussions. Modified Poisson regression analyses were used to examine factors related to use. RESULTS: Usage of various herbal remedies within 12 months prior to April 2018 was reported by 46.1% (143/310) of patients with 27.3% (39/143) of these reporting having used conventional and herbal therapies concurrently. Herbal remedies were used to treat various health conditions including hepatitis. Patients with hepatitis C virus infection (PRR = 1.16, p = 0.02) compared to those with hepatitis B virus infection, and those who believed that it was safe to use herbal and conventional therapies concurrently (PRR = 1.23, p = 0.008) had higher prevalence odds of herbal medicine use. Conversely, patients who had been newly diagnosed with hepatitis (PRR = 0.69, p = 0.03) compared to those who had been diagnosed more than one-year prior, had lower prevalence odds of herbal medicine use. Various types of local herbs were reported as most commonly used however most patients did not know the ingredients of commercially prepared herbal therapies. CONCLUSION: A high prevalence of herbal medicine use was found among newly-diagnosed patients and patients with hepatitis C more likely to use herbal remedies after adjusting for other factors. Usage was influenced by the belief that herbal medicine is safe and effective. Health workers need to consistently elicit information about herbal remedy use. Research is needed on benefits, adverse effects and outcomes in patients who use herbal remedies to treat primary liver diseases in order to facilitate evidence of efficacy and product safety.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Hepatite Viral Humana/tratamento farmacológico , Hepatite/tratamento farmacológico , Medicina Herbária/estatística & dados numéricos , Fitoterapia/estatística & dados numéricos , Adolescente , Adulto , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Inquéritos e Questionários , Uganda , Adulto Jovem
9.
Drug Saf ; 43(11): 1133-1140, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32926356

RESUMO

INTRODUCTION AND OBJECTIVE: In May 2018, the World Health Organization and other regulatory authorities released a safety alert for dolutegravir related to a risk of neural tube defects among women exposed to dolutegravir at the time of conception. Models of how drug safety information can be shared effectively in the shortest time are necessary to prevent interruptions of public health programs. We sought to describe an implementation process to inform and support women already on dolutegravir-based regimens at the time of conception to make informed choices following the safety alert of a potential teratogenicity risk. We describe the choices made by women, as well as determine the factors associated with women's choices to switch off dolutegravir. METHODS: A clinic response plan was developed in the first week following the alert and clinic staff were trained on safety guidance. All women aged < 55 years taking dolutegravir were identified from the clinic database and contacted by phone for earlier appointments. Non-menopausal and non-surgically sterilized women were referred for urine pregnancy testing and evaluation of pregnancy intentions in the following 12 months and effective family planning was offered. We describe the coverage of women who received the communication as well as the fidelity to the outlined plan from 21 May to 12 September, 2018. We used modified a Poisson regression analysis to determine factors associated with switching off dolutegravir. RESULTS: Of all active patients in the clinic, 9% (690/7963) were identified as female aged < 55 years taking dolutegravir. Ninety-five percent (656/690) were reviewed by September 2018 and informed of the safety alert, implying a high level of uptake. Fidelity to standard operating procedures was also high at 72%. Twenty-two percent (146/656) of patients were menopausal or surgically sterilized. Five hundred and ten women were of reproductive potential with a median age (interquartile range) of 37 years (30-42 years). Five percent (23/510) were human chorionic gonadotrophin positive and all initial ultrasound reports revealed no deformities. Twenty-one percent (108/510) had intentions to conceive and opted to stop taking dolutegravir with 90% (97/108) switching to efavirenz. Seventy-nine percent (402/510) opted to remain taking dolutegravir. However, only 40% (160/402) chose effective contraceptive methods and 60% (242/402) opted for condoms only/no contraceptive method. CONCLUSIONS: A rapid well-coordinated response ensured prompt communication of the dolutegravir safety warning. The process developed by the clinic can act as a model for response during drug safety alerts. Women made informed decisions with most opting to remain taking dolutegravir; however, effective contraception uptake was low.


Assuntos
Anormalidades Induzidas por Medicamentos , Fármacos Anti-HIV/efeitos adversos , Infecções por HIV/tratamento farmacológico , HIV-1 , Compostos Heterocíclicos com 3 Anéis/efeitos adversos , Oxazinas/efeitos adversos , Piperazinas/efeitos adversos , Piridonas/efeitos adversos , Adulto , Fármacos Anti-HIV/administração & dosagem , Fármacos Anti-HIV/uso terapêutico , Comportamento de Escolha , Anticoncepção , Feminino , Infecções por HIV/epidemiologia , Compostos Heterocíclicos com 3 Anéis/administração & dosagem , Compostos Heterocíclicos com 3 Anéis/uso terapêutico , Humanos , Oxazinas/administração & dosagem , Oxazinas/uso terapêutico , Piperazinas/administração & dosagem , Piperazinas/uso terapêutico , Gravidez , Piridonas/administração & dosagem , Piridonas/uso terapêutico , Uganda/epidemiologia
10.
Sci Rep ; 10(1): 13438, 2020 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-32778729

RESUMO

Individuals found at bars in slums have several risk factors for HIV and tuberculosis (TB). To determine the prevalence of HIV and TB among individuals found at bars in slums of Kampala, Uganda, we enrolled adults found at bars that provided written informed consent. Individuals with alcohol intoxication were excluded. We performed HIV testing using immunochromatographic antibody tests (Alere Determine HIV-1/2 and Chembio HIV 1/2 STAT-PAK). TB was confirmed using the Xpert MTB/RIF Ultra assay, performed on single spot sputum samples. We enrolled 272 participants from 42 bars in 5 slums. The prevalence of HIV and TB was 11.4% (95% CI 8.1-15.8) and 15 (95% CI 6-39) per 1,000 population respectively. Predictors of HIV were female sex (aOR 5.87, 95% CI 2.05-16.83), current cigarette smoking (aOR 3.23, 95% CI 1.02-10.26), history of TB treatment (aOR 10.19, 95% CI 3.17-32.82) and CAGE scores of 2-3 (aOR 3.90, 95% CI 1.11-13.70) and 4 (aOR 4.77, 95% CI 1.07-21.35). The prevalence of HIV and TB was twice and four times the national averages respectively. These findings highlight the need for concurrent programmatic screening for both HIV and TB among high risk populations in slums.


Assuntos
Infecções por HIV/epidemiologia , Tuberculose/epidemiologia , Adulto , Consumo de Bebidas Alcoólicas , Antibióticos Antituberculose/uso terapêutico , Feminino , HIV , Infecções por HIV/diagnóstico , Humanos , Masculino , Programas de Rastreamento/métodos , Mycobacterium tuberculosis/genética , Técnicas de Amplificação de Ácido Nucleico/métodos , Áreas de Pobreza , Prevalência , Fatores de Risco , Escarro , Tuberculose/diagnóstico , Tuberculose Pulmonar/diagnóstico , Uganda/epidemiologia
11.
Int J STD AIDS ; 30(3): 284-291, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30417749

RESUMO

Socioeconomic status (SES) appears to have positive and negative associations with sexually transmitted infection (STI) risk in resource-limited settings, but few studies have evaluated nationally representative data. We assessed multiple SES measures and their effect on STI risk. We conducted a secondary analysis of data from the Uganda Demographic and Health Survey (UDHS 2011). The primary outcome (STI risk) was self-reported STIs and/or symptoms in the prior 12 months. We examined associations between multiple SES measures and STI risk using a mixed-effects Poisson regression model. The results showed that of the 9256 sexually active individuals, 7428 women and 1828 men were included in the analysis. At an individual level, middle wealth quintile and disposable income were associated with STI risk, whereas being in the richest wealth quintile was protective. Residence in wealthier regions (adjusted incidence rate ratio [aIRR] 3.92, 3.62, and 2.75, for Central, Western, and Eastern regions; p < 0.01) was associated with increased STI risk. Regional level analysis revealed stochastic variability of STI risk across geographical region (variance 0.03; p = 0.01). The bilateral association between SES and STI risk underscores the need for multi-sectoral interventions to address the upstream effects of poverty on STI risk and downstream effects of STIs on health and economic productivity.


Assuntos
Infecções Sexualmente Transmissíveis/epidemiologia , Classe Social , Adolescente , Adulto , Estudos Transversais , Feminino , Inquéritos Epidemiológicos , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multinível , Vigilância da População , Pobreza , Prevalência , Uganda/epidemiologia , Adulto Jovem
12.
Comput Biol Med ; 91: 366-371, 2017 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-29127902

RESUMO

A wealth of genetic, demographic, clinical and biomarker data is collected from routine clinical care of HIV patients and exists in the form of medical records available among the medical care and research communities. Machine learning (ML) methods have the ability to identify and discover patterns in complex datasets and predict future outcomes of HIV treatment. We survey published studies that make use of ML techniques in HIV clinical research and care. An advanced search relevant to the use of ML in HIV research was conducted in the PubMed biomedical database. The survey outcomes of interest include data sources, ML techniques, ML tasks and ML application paradigms. A growing trend in application of ML in HIV research was observed. The application paradigm has diversified to include practical clinical application, but statistical analysis remains the most dominant application. There is an increase in the use of genomic sources of data and high performance non-parametric ML methods with a focus on combating resistance to antiretroviral therapy (ART). There is need for improvement in collection of health records data and increased training in ML so as to translate ML research into clinical application in HIV management.


Assuntos
Pesquisa Biomédica , Genômica , Infecções por HIV , Aprendizado de Máquina , Antirretrovirais/uso terapêutico , Infecções por HIV/tratamento farmacológico , Infecções por HIV/genética , Infecções por HIV/fisiopatologia , Humanos
13.
PLoS One ; 12(12): e0189055, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29244807

RESUMO

Lifelong ART is essential to reducing HIV mortality and ending the epidemic, however the interplay between socioeconomic position and long-term outcomes of HIV-infected persons receiving antiretroviral therapy (ART) in sub-Saharan Africa is unknown. Furthering the understanding of factors related to long-term ART outcomes in this important region will aid the successful scale-up of ART programs. We enrolled 559 HIV-infected Ugandan adults starting ART in 2004-2005 at the Infectious Diseases Institute in Kampala, Uganda and followed them for 10 years. We documented baseline employment status, regular household income, education level, housing description, physical ability, and CD4 count. Viral load was measured every six months. Proportional hazard regression tested for associations between baseline characteristics and 1) mortality, 2) virologic failure, and 3) mortality or virologic failure as a composite outcome. Over ten years 23% (n = 127) of participants died, 6% (n = 31) were lost-to-follow-up and 23% (107/472) experienced virologic treatment failure. In Kaplan-Meier analysis we observed an association between employment and mortality, with the highest cumulative probability of death occurring in unemployed individuals. In univariate analysis unemployment and disease severity were associated with mortality, but in multivariable analysis the only association with mortality was disease severity. We observed an association between higher household income and an increased incidence of both virologic failure and the combined outcome, and an association between self-employment and lower incidence of virologic failure and the combined outcome when compared to unemployment. Formal education level and housing status were unrelated to outcomes. It is feasible to achieve good ten-year survival, retention-in-care, and viral suppression in a socioeconomically diverse population in a resource-limited setting. Unemployment appears to be related to adverse 10-year ART outcomes. A low level of formal education does not appear to be a barrier to successful long-term ART.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Emprego/estatística & dados numéricos , Infecções por HIV/tratamento farmacológico , Infecções por HIV/mortalidade , Renda/estatística & dados numéricos , Adulto , Terapia Antirretroviral de Alta Atividade , Contagem de Linfócito CD4 , Escolaridade , Feminino , Infecções por HIV/patologia , Infecções por HIV/virologia , Humanos , Estimativa de Kaplan-Meier , Estudos Longitudinais , Perda de Seguimento , Masculino , Modelos de Riscos Proporcionais , Índice de Gravidade de Doença , Classe Social , Resultado do Tratamento , Uganda/epidemiologia , Carga Viral
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