Viral Decay Dynamics and Mathematical Modeling of Treatment Response: Evidence of Lower in vivo Fitness of HIV-1 Subtype C

Anita Shet, Pradeep Nagaraja, Narendra M. Dixit

Research output: Contribution to journalArticlepeer-review

5 Scopus citations


Background: Despite the high prevalence of HIV-1 subtype C (HIV-1C) worldwide, information on HIV-1C viral dynamics and response to antiretroviral therapy (ART) is limited. We sought to measure viral load decay dynamics during treatment and estimate the within-host basic reproductive ratio, R 0, and the critical efficacy, ϵ c, for successful treatment of HIV-1C infection. Methods: Individuals initiated on first-line ART in India and monitored for 6 months of treatment were considered. Viral load, CD4 + count, and adherence data were collected at baseline, 4, 12, 16 and 24 weeks after ART initiation. Drug resistance genotyping was performed at baseline. R 0 and ϵ c were estimated using a mathematical model. Results: Among 257 patients with complete data, mean baseline viral load was 5.7 log 10 copies per milliliter and median CD4 + count was 165 cells per cubic millimeter. Primary drug resistance was present in 3.1% at baseline. At 6 months, 87.5% had undetectable viral load, indicating excellent response to ART despite high baseline viremia. After excluding those with transmitted resistance, suboptimal adherence and viral rebound, data from 112 patients were analyzed using a mathematical model. We estimated the median R 0 to be 5.3. The corresponding ϵ c was ∼0.8. Conclusions: These estimates of R 0 and ϵ c are smaller than current estimates for HIV-1B, suggesting that HIV-1C exhibits lower in vivo fitness compared with HIV-1B, which allows successful treatment despite high baseline viral loads. The lower fitness, and potentially lower virulence, together with high viral loads may underlie the heightened transmission potential of HIV-1C and its growing global spread.

Original languageEnglish (US)
Pages (from-to)245-251
Number of pages7
JournalJournal of Acquired Immune Deficiency Syndromes
Issue number3
StatePublished - Nov 1 2016
Externally publishedYes


  • HIV-1 subtype C
  • basic reproductive ratio
  • first-line ART
  • in vivo fitness
  • mathematical modeling
  • viral dynamics

ASJC Scopus subject areas

  • Infectious Diseases
  • Pharmacology (medical)


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