Edwin Machine

Dr. Edwin Machine

Independent Consultant
orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 May 2013
Verified
Journal Article
Closed access
ELElizabeth Lowenthal
Elizabeth Lowenthal
JEJonas H. Ellenberg
Jonas H. Ellenberg
Edwin MachineEdwin Machine
Edwin Machine
ASAditi Sagdeo
Aditi Sagdeo
SBSefelani Boiditswe
Sefelani Boiditswe
RGRobert Gross
Robert Gross
Worldwide, the nonnucleoside reverse transcriptase inhibitors (NNRTIs) efavirenz and nevirapine are commonly used in first-line antiretroviral regimens in both adults and children with human immunodeficiency virus (HIV) infection. Data on the comparative effectiveness of these medications in children are limited. To investigate whether virological failure is more likely among children who initiated 1 or the other NNRTI-based HIV treatment. Retrospective cohort study of children (aged 3-16 years) who initiated efavirenz-based (n = 421) or nevirapine-based (n = 383) treatment between April 2002 and January 2011 at a large pediatric HIV care setting in Botswana. The primary outcome was time from initiation of therapy to virological failure. Virological failure was defined as lack of plasma HIV RNA suppression to less than 400 copies/mL by 6 months or confirmed HIV RNA of 400 copies/mL or greater after suppression. Cox proportional hazards regression analysis compared time to virological failure by regimen. Multivariable Cox regression controlled for age, sex, baseline immunologic category, baseline clinical category, baseline viral load, nutritional status, NRTIs used, receipt of single-dose nevirapine, and treatment for tuberculosis. With a median follow-up time of 69 months (range, 6-112 months; interquartile range, 23-87 months), 57 children (13.5%; 95% CI, 10.4%-17.2%) initiating treatment with efavirenz and 101 children (26.4%; 95% CI, 22.0%-31.1%) initiating treatment with nevirapine had virological failure. There were 11 children (2.6%; 95% CI, 1.3%-4.6%) receiving efavirenz and 20 children (5.2%; 95% CI, 3.2%-7.9%) receiving nevirapine who never achieved virological suppression. The Cox proportional hazard ratio for the combined virological failure end point was 2.0 (95% CI, 1.4-2.7; log rank P < .001, favoring efavirenz). None of the measured covariates affected the estimated hazard ratio in the multivariable analyses. Among children aged 3 to 16 years infected with HIV and treated at a clinic in Botswana, the use of efavirenz compared with nevirapine as initial antiretroviral treatment was associated with less virological failure. These findings may warrant additional research evaluating the use of efavirenz and nevirapine for pediatric patients.

10 May 2016 in AIDS Care
Verified
Journal Article
Closed access
Edwin MachineEdwin Machine
Edwin Machine
SGSusan L. Gillespie
Susan L. Gillespie
NHNuria Homedes
Nuria Homedes
BSBeatrice J Selwyn
Beatrice J Selwyn
Michael W RossMichael W Ross
Michael W Ross
MKMark W. Kline
Mark W. Kline
Loss to follow-up (LTFU) is a critical factor in determining clinical outcomes in HIV treatment programs. Identifying modifiable factors of LTFU is fundamental for designing effective patient-retention interventions. We analyzed factors contributing to children LTFU from a treatment program to identify those that can be modified. A case-control study involving 313 children was used to compare the sociodemographic and clinical characteristics of children LTFU (cases) with those remaining in care (controls) at a large pediatric HIV care setting in Botswana. We traced children through caregiver contacts and those we found, we conducted structured interviews with patients’ caregivers. Children <5 years were nearly twice as likely as older children to be LTFU (57·8% versus 30·9%, p <0 .01). Approximately half (47·6%, n = 51) of LTFU patients failed to further engage in care after just one clinic visit, as compared to less than 1% (n = 2) in the control group (p < 0.01). Children LTFU were more likely than controls to have advanced disease, greater immunosuppression, and not to be receiving antiretroviral therapy. Among interviewed patient caregivers, psychosocial factors (e.g., stigma, religious beliefs, child rebellion, disclosure of HIV status) were characteristics of patients LTFU, but not of controls. Socioeconomic factors (e.g., lack of transportation, school-related activities, forgetting appointments) were cited predominantly by the controls. Pediatric patients and their caregivers need to be targeted and engaged at their initial clinic visit, with special attention to children <5 years. Possible interventions include providing psychosocial support for issues that deter patients from engaging with The Clinic. Collaboration with community-based organizations focused on reducing stigma may be useful in addressing these complex issues.

14 December 2011
Verified
Journal Article
Closed access
GMGadzikanani Monyatsi
Gadzikanani Monyatsi
PMPaul C Mullan
Paul C Mullan
BPBenjamin R Phelps
Benjamin R Phelps
MTMichael A Tolle
Michael A Tolle
Edwin MachineEdwin Machine
Edwin Machine
GAGabriel M Anabwani
Gabriel M Anabwani

13 December 2010 in Qualitative Health Research
Verified
Journal Article
Closed access
Edwin MachineEdwin Machine
Edwin Machine
Michael W RossMichael W Ross
Michael W Ross
SMSheryl McCurdy
Sheryl McCurdy
HIV-related stigma continues to be a significant barrier to HIV testing, treatment, and care. Understanding the factors that underlie this stigma could help remove barriers to HIV/AIDS intervention. We identified these factors among nurses as well as community leaders in Lui, Southern Sudan. Participants included health workers at a local hospital, a women’s group, local market traders, religious leaders, and teachers. We categorized the responses generated from group interaction forums as concerns, fears, and perceptions. We found that stigma persisted not only toward people with conspicuous signs of full-blown AIDS, but also toward community programs, like voluntary counseling and testing centers. Future interventions, including delabeling the counseling and testing centers and demonstrating the efficacy of highly active antiretroviral therapy, will be critical in reducing the stigma of HIV/AIDS in communities.

SMSteven Masiano
Steven Masiano
Edwin MachineEdwin Machine
Edwin Machine
MMMtisunge Mphande
Mtisunge Mphande
CMChristine Markham
Christine Markham
TTTapiwa Tembo
Tapiwa Tembo
MKMaria Kim
Maria Kim
VITAL Start is a video-based intervention aimed to improve maternal retention in HIV care and adherence to antiretroviral therapy (ART) in Malawi. We explored the experiences of pregnant women living with HIV (PWLHIV) not yet on ART who received VITAL Start before ART initiation to assess the intervention’s acceptability, feasibility, fidelity of delivery, and perceived impact. Between February and September 2019, we conducted semi-structured interviews with a convenience sample of 34 PWLHIV within one month of receiving VITAL Start. The participants reported that VITAL Start was acceptable and feasible and had good fidelity of delivery. They also reported that the video had a positive impact on their lives, encouraging them to disclose their HIV status to their sexual partners who, in turn, supported them to adhere to ART. The participants suggested using a similar intervention to provide health-related education/counseling to people with long term conditions. Our findings suggest that video-based interventions may be an acceptable, feasible approach to optimizing ART retention and adherence amongst PWLHIV, and they can be delivered with high fidelity. Further exploration of the utility of low cost, scalable, video-based interventions to address health counseling gaps in sub-Saharan Africa is warranted.