Computerized Adjudication of Coronary Heart Disease Events Using the Electronic Medical Record in HIV Clinical Research: Possibilities and Challenges Ahead

A Systematic Review Exploring the Effect of Human Immunodeficiency Virus on Cardiac Diseases

Human immunodeficiency virus (HIV) primarily affects the immune systems, which, if progressed, will lead to acquired immunodeficiency syndrome (AIDS). Currently, there is no effective cure for the disease, and patients are affected lifelong, but there are antiretroviral medications that can control the disease's symptoms and progression. In addition, taking precautions during sexual contact, especially in the male homosexual population, while handling the patient's bodily fluids such as blood and saliva, and during childbirth by an infected mother is necessary to prevent the transmission of the virus. We used 15 studies, including systematic reviews and meta-analyses, observation studies, randomized clinical trials, and comprehensive reviews, to determine how HIV interferes with heart disease, increasing morbidity and mortality. We have used specific inclusion and exclusion criteria, focusing on specified age groups within a particular timeline. Some of the included studies found that many side effects from antiretroviral drugs can impact heart conditions, along with HIV, while others did not show a strong correlation between HIV and some heart diseases. In conclusion, after reviewing the literature, the results are inconclusive. More extensive trials focusing on the impact HIV has on heart disease are required to establish a strong correlation between HIV and heart disease to prevent morbidity and mortality.

Comparison of algorithms for identifying people with HIV from electronic medical records in a large, multi-site database

Objective

As electronic medical record (EMR) data are increasingly used in HIV clinical and epidemiologic research, accurately identifying people with HIV (PWH) from EMR data is paramount. We sought to evaluate EMR data types and compare EMR algorithms for identifying PWH in a multicenter EMR database.

Materials and Methods

We collected EMR data from 7 healthcare systems in the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN) including diagnosis codes, anti-retroviral therapy (ART), and laboratory test results.

Results

In total, 13 935 patients had a positive laboratory test for HIV; 33 412 patients had a diagnosis code for HIV; and 17 725 patients were on ART. Only 8576 patients had evidence of HIV-positive status for all 3 data types (laboratory results, diagnosis code, and ART). A previously validated combination algorithm identified 22 411 patients as PWH.

Conclusion

EMR algorithms that combine laboratory results, administrative data, and ART can be applied to multicenter EMR data to identify PWH.

Molecular epidemiology in the HIV and SARS-CoV-2 pandemics

PURPOSE OF REVIEW

The aim of this review was to compare and contrast the application of molecular epidemiology approaches for the improved management and understanding of the HIV versus SARS-CoV-2 epidemics.

RECENT FINDINGS

Molecular biology approaches, including PCR and whole genome sequencing (WGS), have become powerful tools for epidemiological investigation. PCR approaches form the basis for many high-sensitivity diagnostic tests and can supplement traditional contact tracing and surveillance strategies to define risk networks and transmission patterns. WGS approaches can further define the causative agents of disease, trace the origins of the pathogen, and clarify routes of transmission. When coupled with clinical datasets, such as electronic medical record data, these approaches can investigate co-correlates of disease and pathogenesis. In the ongoing HIV epidemic, these approaches have been effectively deployed to identify treatment gaps, transmission clusters and risk factors, though significant barriers to rapid or real-time implementation remain critical to overcome. Likewise, these approaches have been successful in addressing some questions of SARS-CoV-2 transmission and pathogenesis, but the nature and rapid spread of the virus have posed additional challenges.

SUMMARY

Overall, molecular epidemiology approaches offer unique advantages and challenges that complement traditional epidemiological tools for the improved understanding and management of epidemics.