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Distinguishable topological properties of functional genome networks in HIV-1 reservoirs

Wisniewski, J., Wiecek, K., Ali, H., Pyrc, K., Kula-Pacurar, A., Wagner, M., CHEN, H.-C.

biorxiv · 2024

Abstract

HIV-1 reservoirs display heterogeneous nature, lodging both intact and defective proviruses. Recent evidence has shed light on their difference, particularly in the context of immune-mediated selection. To deepen our understanding of such heterogeneous HIV-1 reservoirs and their functional implications, we pioneered the integration of basic concepts of graph theory to characterize the composition of HIV-1 reservoirs. Our analysis revealed noticeable topological properties in networks, featuring immunologic signatures enriched by genes harboring intact and defective proviruses, when comparing antiretroviral therapy (ART)-treated HIV-1-infected individuals and elite controllers. The key variable, the rich factor, played a pivotal role in classifying distinct topological properties in networks. The host gene expression strengthened the accuracy of classification between elite controllers and ART-treated patients. Overall, our work provides a prime example of leveraging genomic approaches alongside mathematical tools to unravel the complexities of HIV-1 reservoirs.

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Provenance

Source
bioRxiv
DOI
10.1101/2024.02.05.578936
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Fetched
2026-05-31 MST

Cite this

APA
J., W., K., W., H., A., K., P., A., K., M., W., &amp; H.-C., C. (2024). Distinguishable topological properties of functional genome networks in HIV-1 reservoirs. <em>biorxiv</em>. https://doi.org/10.1101/2024.02.05.578936
Vancouver
J. W, K. W, H. A, K. P, A. K, M. W, et al. Distinguishable topological properties of functional genome networks in HIV-1 reservoirs. biorxiv. 2024. doi:10.1101/2024.02.05.578936.
BibTeX
@unpublished{wisniewski2024Distin, title = {Distinguishable topological properties of functional genome networks in HIV-1 reservoirs}, author = {Wisniewski, J. and Wiecek, K. and Ali, H. and Pyrc, K. and Kula-Pacurar, A. and Wagner, M. and CHEN, H.-C.}, journal = {biorxiv}, year = {2024}, doi = {10.1101/2024.02.05.578936}, }

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