The challenges to detect, quantify, and characterize viral reservoirs in the current antiretroviral era.

A major barrier to cure HIV is the early generation of viral reservoirs in tissues. These viral reservoirs can contain intact or defective proviruses, but both generates low levels of viral proteins contribute to chronic bystander damage even in the ART era. Most viral reservoir detection techniques are limited to blood-based, reactivation, and sequencing assays that lack spatial properties to examine the contribution of the host's microenvironment to latency and cure efforts. Currently, little is known about the contribution of the microenvironment to viral reservoir survival, residual viral expression, and associated inflammation. Only a few spatiotemporal techniques are available, and fewer integrate spatial genomics, transcriptomics, and proteomics into the analysis of the viral reservoir microenvironment-all essential components to cure HIV. During the development of these spatial techniques, many considerations need to be included in the analysis to avoid misinterpretation. This manuscript tries to clarify some critical concepts in viral reservoir detection by spatial techniques and the upcoming opportunities for cure efforts.