Effects of periodic intake of drugs of abuse (morphine) on HIV dynamics: Mathematical model and analysis

Math Biosci. 2020 Aug:326:108395. doi: 10.1016/j.mbs.2020.108395. Epub 2020 May 30.

Abstract

Drugs of abuse, such as opiates, have been widely associated with diminishing host-immune responses, including suppression of HIV-specific antibody responses. In particular, periodic intake of the drugs of abuse can result in time-varying periodic antibody level within HIV-infected individuals, consequently altering the HIV dynamics. In this study, we develop a mathematical model to analyze the effects of periodic intake of morphine, a widely used opiate. We consider two routes of morphine intake, namely, intravenous morphine (IVM) and slow-release oral morphine (SROM), and integrate several morphine pharmacodynamic parameters into HIV dynamics model. Using our non-autonomous model system we formulate the infection threshold, Ri, for global stability of infection-free equilibrium, which provides a condition for avoiding viral infection in a host. We demonstrate that the infection threshold highly depends on the morphine pharmacodynamic parameters. Such information can be useful in the design of antibody-based vaccines. In addition, we also thoroughly evaluate how alteration of the antibody level due to periodic intake of morphine can affect the viral load and the CD4 count in HIV infected drug abusers.

Keywords: Drugs of abuse; Global stability; Infection threshold; Morphine pharmacodynamics; Non-autonomous system.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Administration, Intravenous
  • Administration, Oral
  • Computer Simulation
  • Delayed-Action Preparations
  • HIV Antibodies / blood
  • HIV Infections / complications*
  • HIV Infections / immunology
  • HIV Infections / virology*
  • Host Microbial Interactions / drug effects
  • Host Microbial Interactions / immunology
  • Humans
  • Mathematical Concepts
  • Models, Biological*
  • Morphine / administration & dosage
  • Morphine / adverse effects*
  • Morphine Dependence / complications*
  • Substance-Related Disorders / complications
  • Systems Biology
  • Viral Load / drug effects

Substances

  • Delayed-Action Preparations
  • HIV Antibodies
  • Morphine