HSV-2 and Substance Abuse amongst Adolescents: Insights through Mathematical Modelling

Herpes simplex virus infection is mostly spread and occurs more commonly among substance abusing adolescents as compared to the nonsubstance abusing. In this paper, a mathematical model for the spread of HSV-2 within a community with substance abusing adolescents is developed and analysed. The impacts of condom use and educational campaigns are examined. The study suggests that condom use is highly effective among adolescents, when we have more of them quitting than becoming substance abusers. Measures such as educational campaigns can be put in place to try and reduce adolescents from becoming substance abusers. Further, we applied optimal control theory to the proposed model. The controls represent condom use and educational campaigns. The objective is based on maximising the susceptible nonsubstance abusing adolescents, while minimising the susceptible substance abusing adolescents, the infectious nonsubstance abusing adolescents, and the infectious substance abusing adolescents. We used Pontrygin’s maximum principle to characterise the optimal levels of the two controls. The resulting optimality system is solved numerically. Overall, the application of the optimal control theory suggests that more effort should be devoted to condom use as compared to educational campaigns.

[1]  Julien Arino,et al.  A model for influenza with vaccination and antiviral treatment. , 2008, Journal of theoretical biology.

[2]  R. Cook,et al.  Increased prevalence of herpes simplex virus type 2 among adolescent women with alcohol use disorders. , 2002, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[3]  D. Bernstein,et al.  Seroprevalence of herpes simplex virus types 1 and 2 and cytomegalovirus in adolescents. , 1997, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[4]  Jianhong Wu,et al.  Epidemiological Impact of a Genital Herpes Type 2 Vaccine for Young Females , 2012, PloS one.

[5]  J. Gerberding,et al.  Actual causes of death in the United States, 2000. , 2004, JAMA.

[6]  M. Alter,et al.  Incidence and Prevalence of Chlamydia, Herpes, and Viral Hepatitis in a Homeless Adolescent Population , 2001, Sexually transmitted diseases.

[7]  A. Wald,et al.  Current status and prospects for development of an HSV vaccine. , 2014, Vaccine.

[8]  C. Bhunu,et al.  ASSESSING THE EFFECTS OF INTRAVENOUS DRUG USE ON HEPATITIS C TRANSMISSION DYNAMICS , 2011 .

[9]  Herbert W. Hethcote,et al.  The Mathematics of Infectious Diseases , 2000, SIAM Rev..

[10]  Laura Kann,et al.  Youth risk behavior surveillance--United States, 2003. , 2004, Morbidity and mortality weekly report. Surveillance summaries.

[11]  D. Bernstein,et al.  Risk of acquisition of genital herpes simplex virus type 2 in sex partners of persons with genital herpes: a prospective couple study. , 1993, The Journal of infectious diseases.

[12]  A. Geretti,et al.  Genital herpes , 2006, Sexually Transmitted Infections.

[13]  V. Lakshmikantham,et al.  Stability Analysis of Nonlinear Systems , 1988 .

[14]  A. Gumel,et al.  Qualitative dynamics of a vaccination model for HSV-2 , 2010 .

[15]  S. Gregson,et al.  From affected to infected? Orphanhood and HIV risk among female adolescents in urban Zimbabwe , 2008, AIDS.

[16]  L. Corey,et al.  Transmission of Genital Herpes in Couples With One Symptomatic and One Asymptomatic Partner: A Prospective Study , 1989 .

[17]  J. Klausner,et al.  Prevalence and correlates of herpes simplex virus type 2 infection in a population-based survey of young women in low-income neighborhoods of Northern California. The Young Women's Survey Team. , 2000, Sexually transmitted diseases.

[18]  A. Wald,et al.  Once-daily valacyclovir to reduce the risk of transmission of genital herpes. , 2004, The New England journal of medicine.

[19]  W. E. Josey,et al.  Perinatal risk associated with maternal genital herpes simplex virus infection. , 1971, American journal of obstetrics and gynecology.

[20]  Claver P. Bhunu,et al.  Optimal control for HIV-1 multi-drug therapy , 2011, Int. J. Comput. Math..

[21]  T. Quinn,et al.  The Effects of Herpes Simplex Virus-2 on HIV-1 Acquisition and Transmission: A Review of Two Overlapping Epidemics , 2004, Journal of acquired immune deficiency syndromes.

[22]  A. Ghani,et al.  Patterns of sex worker-client contacts and their implications for the persistence of sexually transmitted infections. , 2005, The Journal of infectious diseases.

[23]  Richard J Hayes,et al.  Herpes simplex virus 2 infection increases HIV acquisition in men and women: systematic review and meta-analysis of longitudinal studies , 2006, AIDS.

[24]  Dahlard L. Lukes,et al.  Differential Equations: Classical to Controlled , 2012 .

[25]  J. Vulule,et al.  HIV Prevalence and Associated Risk Factors among Individuals Aged 13-34 Years in Rural Western Kenya , 2009, PloS one.

[26]  Amalia S Magaret,et al.  A pooled analysis of the effect of condoms in preventing HSV-2 acquisition. , 2009, Archives of internal medicine.

[27]  Philip K Maini,et al.  A lyapunov function and global properties for sir and seir epidemiological models with nonlinear incidence. , 2004, Mathematical biosciences and engineering : MBE.

[28]  W. Fleming,et al.  Deterministic and Stochastic Optimal Control , 1975 .

[29]  C. McCluskey,et al.  Lyapunov functions for tuberculosis models with fast and slow progression. , 2006, Mathematical biosciences and engineering : MBE.

[30]  E. Lazcano-Ponce,et al.  Sexual and Demographic Risk Factors for Herpes Simplex Virus Type 2 According to Schooling Level Among Mexican Youths , 2003, Sexually transmitted diseases.

[31]  Emmanuel Kuntsche,et al.  Why do young people drink? A review of drinking motives. , 2005, Clinical psychology review.

[32]  Geoffrey P Garnett,et al.  .‫املقالة‬ ‫لهذه‬ ‫الكامل‬ ‫النص‬ ‫نهاية‬ ‫يف‬ ‫الخالصة‬ ‫لهذه‬ ‫العربية‬ ‫الرتجمة‬ an Estimate of the Global Prevalence and Incidence of Herpes Simplex Virus Type 2 Infection , 2022 .

[33]  J. Watmough,et al.  Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. , 2002, Mathematical biosciences.

[34]  Suzanne Lenhart,et al.  Optimal control of treatments in a two-strain tuberculosis model , 2002 .

[35]  G. Garnett,et al.  The potential epidemiological impact of a genital herpes vaccine for women , 2004, Sexually Transmitted Infections.

[36]  F. Biro,et al.  Adolescents and sexually transmitted infections , 2001 .

[37]  Zaid Chalabi,et al.  Dynamic Modeling of Herpes Simplex Virus Type-2 (HSV-2) Transmission: Issues in Structural Uncertainty , 2009, Bulletin of mathematical biology.

[38]  A. Wald,et al.  Effect of condoms on reducing the transmission of herpes simplex virus type 2 from men to women. , 2001, JAMA.

[39]  A. Wald,et al.  Demographic rather than behavioral risk factors predict herpes simplex virus type 2 infection in sexually active adolescents , 2001, The Pediatric infectious disease journal.

[40]  M. Fiedler Additive compound matrices and an inequality for eigenvalues of symmetric stochastic matrices , 1974 .

[41]  C. Bhunu,et al.  PROSTITUTION AND DRUG (ALCOHOL) MISUSE: THE MENACING COMBINATION , 2012 .

[42]  K. Dehne,et al.  Sexually transmitted infections among adolescents: the need for adequate health services , 2001, Reproductive health matters.

[43]  Reena Mahajan,et al.  The Estimated Direct Medical Cost of Selected Sexually Transmitted Infections in the United States, 2008 , 2013, Sexually transmitted diseases.

[44]  S. Blower,et al.  Predicting the potential individual- and population-level effects of imperfect herpes simplex virus type 2 vaccines. , 2005, The Journal of infectious diseases.

[45]  L. Abu-Raddad,et al.  Population Level Impact of an Imperfect Prophylactic Vaccine for Herpes Simplex Virus-2 , 2010, Sexually transmitted diseases.

[46]  A. Geretti,et al.  Herpes simplex virus type 2: epidemiology and management options in developing countries , 2006, Postgraduate Medical Journal.

[47]  K. C. Chinsembu Sexually Transmitted Infections in Adolescents , 2009 .

[48]  Graeme C. Wake,et al.  Lyapunov functions and global stability for SIR, SIRS, and SIS epidemiological models , 2002, Appl. Math. Lett..

[49]  McGinnis Jm,et al.  Actual causes of death in the United States. , 1993 .