Assessment of renal function in routine care of people living with HIV on ART in a resource-limited setting in urban Zambia

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Study Justification:
– Data on renal impairment in sub-Saharan Africa (SSA) is scarce.
– Renal function assessment is not part of routine care for people living with HIV (PLWH) in resource-limited settings.
– The study aimed to evaluate renal function and blood pressure in PLWH on antiretroviral treatment (ART) in a resource-limited setting in urban Zambia.
Study Highlights:
– Retrospective analysis of routine data from an HIV outpatient clinic in Lusaka, Zambia from 2011-2013.
– Glomerular filtration rate (eGFR) was estimated using the CKD-Epi formula.
– Among 1118 PLWH on ART, 28.3% had an eGFR

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong. The study provides data on renal function and blood pressure in a cohort of people living with HIV on antiretroviral treatment in a resource-limited setting in urban Zambia. The study methodology is described, including the use of routine data from an HIV outpatient clinic and the application of multivariable linear models. However, the study has limitations, such as the retrospective nature of the data and the lack of systematic documentation of other conditions associated with renal impairment. To improve the strength of the evidence, future studies could consider prospective data collection and systematic documentation of relevant variables. Additionally, including a larger sample size and conducting a randomized controlled trial could further enhance the evidence.

Introduction Data on renal impairment in sub-Saharan Africa (SSA) remains scarce, determination of renal function is not part of routine assessments. We evaluated renal function and blood pressure in a cohort of people living with HIV (PLWH) on antiretroviral treatment (ART) in the Renal Care Zambia project (ReCaZa). Methods Using routine data from an HIV outpatient clinic from 2011-2013, we retrospectively estimated the glomerular filtration rate (eGFR, CKD-Epi formula) of PLWH on ART in Lusaka, Zambia. Data were included if adults had had at least one serum creatinine recorded and had been on ART for a minimum of three months. We investigated the differences in eGFR between ART subgroups with and without tenofovir disproxil fumarate (TDF), and applied multivariable linear models to associate ART and eGFR, adjusted for eGFR before ART initiation. Results and discussion Among 1118 PLWH (63,3% female, mean age 41.8 years, 83% ever on TDF; median duration 1461 [range 98 to 4342] days) on ART, 28.3% had an eGFR <90 ml/min, and 5.5% <60 ml/min at their last measurement. Information on other conditions associated with renal impairment was not systematically documented. Fourteen per cent of the PLWH who later switched to TDF-free ART had an initial eGFR lower 60ml/min. Nineteen percent had first-time hypertensive readings at their last visit. The multivariable models suggest that physicians acted according to guidelines and replaced TDF-containing ART if patients developed moderate/severe renal impairment. Conclusions Assessment of renal function in SSA remains a challenge. The vast majority of PLWH benefit from long-term ART, including improved renal function. However, approximately 5% of PLWH on ART may have clinically relevant decreased eGFR, and 27% hypertension. While a routine renal assessment might not be feasible, strategies to identify patients at risk are warranted. Targeted monitoring prior and during ART is recommended, however, should not delay ART access.

The study protocol received ethical clearance from the ethical committee of Heidelberg University (approval number S-024/2014) and Chreso University (approval number 2013-Sept-001). Written informed consent from patients was not required since this retrospective research only used routinely collected data. Since 2004, CM contributes considerably to the provision of HIV services in Lusaka Central and Southern provinces of Zambia. It serves more than 40,000 clients in care, with 15,000 receiving ART. Chreso Ministries in Lusaka (Chreso Lusaka, CL) see the largest number of PLWH. CL is located in a densely populated, low-income area of Lusaka, with estimated 44,000 inhabitants. Patients usually register after voluntary counselling and testing or through maternal and child health services. Following an equitable access approach, persons eligible for ART are 1) PLWH tested positive with a CD4 count <500 cells/ml, 2) HIV+ pregnant or breastfeeding women, 3) partners of these women, 4) individuals with HIV/TB co-infection, and 5) children less than 15 years. After registration, body weight and vital signs (e.g. blood pressure) are recorded. Haemoglobin (Hbg), AST and ALT, serum creatinine and CD4-counts are routinely assessed at enrolment. More specific diagnostic procedures e.g. for diabetes or viral hepatitis are not part of the routine assessment. Starting with the first patient file that came into the data management unit on a clinic day, and as many of the consecutive files as possible were entered into a separate study database. Data were included in the analysis if the persons were 18 years or older at HIV diagnosis, had at least one creatinine determination between January 1, 2011 and December 31, 2013, and if they had received ART for at least 90 days at their last creatinine measurement. If ART was initiated before HIV diagnosis (persons transferred in), their HIV diagnosis date was set to the initiation of ART. Data were processed, transferred and analysed in a pseudonymized form. Samples were obtained onsite by trained lab technicians as part of a routine evaluation. Plasma creatinine concentrations were determined by photometric assay (Jaffe reaction, Roche). Reference values were 62–106 μmol/l for men and 44–80 for women. Standardized control samples were analysed every day. Repetitive control measurements with standard samples in the normal and pathological range resulted in inter-assay coefficients of variation of 5.5% and 3.7%, respectively. Complete blood count including hemoglobin concentration (ABX Micros 60, Axonlab, Switzerland), CD4 count (BD Facscount, USA), and alanine transaminase (ALT) and aspartate transaminase (AST) analysis (Cobras c111, Roche, Germany) were performed. We estimated the eGFR according to the CKD-EPI equation [18]: (κ = 0.7 for women, κ = 0.9 for men; α = -0.329 for women, α = -0.411 for men). Persons were classified in eGFR categories 1 to 5, according to the Kidney Disease Improving Global Outcomes (KDIGO). Persons with an eGFR equal to or above category 3a (< 60ml/min) were categorized as having a renal impairment requiring immediate attention. Blood pressure (BP) was taken twice using manual syphingo-manometers, with the patients seated with their arm resting on a desk. Persons were grouped into systolic BP <120, 120–139, and ≥140 mm HG categories. Mean arterial pressure (MAP = diastolic+1/3[systolic-diastolic]) was calculated. Data were retrieved for 1) date of first laboratory test after HIV diagnosis, and 2) date of last creatinine determination between 2011 and 2013. Statistical comparison was done by means of Wilcoxon signed rank test. Univariate analyses at time of last creatinine determination were used to investigate differences between persons continuously receiving TDF-free ART (ARTTDF free), continuously receiving TDF-containing ART (ARTTDF), and persons whose TDF-containing ART was switched to a TDF-free ART (ARTswtiched) over the course of time. A multivariable linear regression model was applied to the subgroup of patients with an additional creatinine reading available after HIV diagnosis but before ART initiation (N = 565) to investigate associations of eGFR and ART categories at their last measurement, adjusted for initial eGFR, age and sex. After confounder assessment, systolic blood pressure and length of HIV duration were included. ART time period was highly correlated with HIV duration time (Pearson correlation coefficient 0.92), thus excluded from the model. Additionally, two sensitivity analyses at the last point of measurement were performed (N = 1118) to account for possible selection bias in the subgroup, and to investigate differences in single ART regimens. Treatment interruptions and crossovers could not be determined. All modelling was done in SAS version 9.3. Linear relations of all continuous covariates to the outcome were confirmed by the multivariate fractional polynomials approach in Stata version 14 [19].

Based on the provided description, here are some potential innovations that could improve access to maternal health:

1. Implementing routine renal function assessments: Currently, renal function assessments are not part of routine assessments for people living with HIV (PLWH) on antiretroviral treatment (ART) in resource-limited settings. By incorporating routine renal function assessments, healthcare providers can identify individuals at risk of renal impairment and provide appropriate interventions.

2. Developing guidelines for managing renal impairment: To ensure consistent and effective management of renal impairment in PLWH, it would be beneficial to develop guidelines specifically tailored to resource-limited settings. These guidelines can provide healthcare providers with clear recommendations on when to initiate or switch ART regimens based on renal function.

3. Targeted monitoring for patients at risk: Instead of conducting routine renal assessments for all PLWH, targeted monitoring can be implemented to identify patients at higher risk of renal impairment. This can include assessing specific risk factors such as age, duration of ART, and presence of comorbidities. By focusing resources on those at higher risk, healthcare providers can optimize the use of limited resources.

4. Strengthening healthcare infrastructure: Improving access to maternal health requires a strong healthcare infrastructure. This includes ensuring the availability of essential diagnostic tools, such as reliable creatinine measurement methods, and trained lab technicians. Additionally, healthcare facilities need to have the capacity to provide comprehensive care, including access to medications and specialized services for managing renal impairment.

5. Integrating maternal and child health services: To improve access to maternal health, it would be beneficial to integrate maternal and child health services with HIV services. This can facilitate early identification of pregnant women living with HIV and ensure they receive appropriate care, including regular renal function assessments.

6. Enhancing data collection and analysis: To address the scarcity of data on renal impairment in sub-Saharan Africa, efforts should be made to improve data collection and analysis. This can involve implementing standardized data collection tools and protocols, as well as training healthcare providers on data management. By having more comprehensive and accurate data, researchers and policymakers can make informed decisions to improve access to maternal health.

These innovations can contribute to improving access to maternal health by identifying and managing renal impairment in PLWH, ultimately leading to better health outcomes for both mothers and their children.
AI Innovations Description
The study mentioned in the description focuses on assessing renal function in people living with HIV (PLWH) on antiretroviral treatment (ART) in a resource-limited setting in urban Zambia. The study found that while the majority of PLWH on ART benefited from improved renal function, approximately 5% of them had clinically relevant decreased estimated glomerular filtration rate (eGFR) and 27% had hypertension.

Based on the findings of the study, the following recommendation can be developed into an innovation to improve access to maternal health:

Implement targeted monitoring of renal function and blood pressure for pregnant women living with HIV: Since renal impairment and hypertension can have adverse effects on maternal and fetal health, it is important to identify pregnant women living with HIV who are at risk. By implementing targeted monitoring, healthcare providers can regularly assess renal function and blood pressure in pregnant women on ART. This can help identify any potential issues early on and allow for appropriate interventions to be implemented to ensure the well-being of both the mother and the baby.

To implement this recommendation, healthcare facilities providing maternal health services can incorporate routine renal function and blood pressure assessments into their antenatal care protocols for pregnant women living with HIV. This can be done by training healthcare providers on how to perform these assessments and interpret the results. Additionally, healthcare facilities can ensure that the necessary equipment and supplies for these assessments are readily available.

By implementing targeted monitoring of renal function and blood pressure in pregnant women living with HIV, healthcare providers can proactively address any renal impairment or hypertension issues, leading to improved maternal and fetal health outcomes.
AI Innovations Methodology
The study mentioned in the description focuses on assessing renal function in people living with HIV (PLWH) on antiretroviral treatment (ART) in a resource-limited setting in urban Zambia. The goal is to improve the understanding of renal impairment in this population and identify strategies to improve access to renal care.

To improve access to maternal health, the following innovations and recommendations can be considered:

1. Mobile Health (mHealth) Solutions: Utilize mobile technology to provide maternal health information, reminders for appointments, and access to telemedicine consultations. This can help overcome geographical barriers and improve access to healthcare services.

2. Community Health Workers (CHWs): Train and deploy CHWs to provide maternal health education, antenatal care, and postnatal support in remote or underserved areas. CHWs can act as a bridge between the community and healthcare facilities, improving access to maternal health services.

3. Telemedicine: Implement telemedicine platforms to enable remote consultations between pregnant women and healthcare providers. This can be particularly beneficial for women in rural areas who may have limited access to healthcare facilities.

4. Maternal Health Vouchers: Introduce voucher programs that provide financial assistance for maternal health services, including antenatal care, delivery, and postnatal care. This can help reduce financial barriers and improve access to quality maternal healthcare.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Define the target population: Identify the specific population that will benefit from the recommendations, such as pregnant women in rural areas or low-income communities.

2. Collect baseline data: Gather data on the current access to maternal health services, including the number of women receiving antenatal care, delivery services, and postnatal care. This data will serve as a baseline for comparison.

3. Define indicators: Determine key indicators to measure the impact of the recommendations, such as the number of women accessing antenatal care, the percentage of women receiving skilled birth attendance, or the reduction in maternal mortality rates.

4. Simulate the impact: Use modeling techniques to simulate the potential impact of the recommendations on the defined indicators. This can involve creating scenarios based on different levels of implementation and estimating the resulting changes in access to maternal health services.

5. Analyze the results: Evaluate the simulated impact and assess the effectiveness of the recommendations in improving access to maternal health. Compare the results with the baseline data to determine the extent of improvement.

6. Refine and adjust: Based on the analysis, refine the recommendations and adjust the simulation model if necessary. This iterative process can help optimize the strategies for improving access to maternal health.

It is important to note that the specific methodology for simulating the impact may vary depending on the available data, resources, and context. Collaboration with experts in public health, epidemiology, and health systems research can further enhance the accuracy and validity of the simulation.

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