Skip to main content
Top
Published in: BMC Infectious Diseases 1/2015

Open Access 01-12-2015 | Research article

Factors associated with the frequency of monitoring of liver enzymes, renal function and lipid laboratory markers among individuals initiating combination antiretroviral therapy: a cohort study

Authors: Jennifer Gillis, Ahmed M Bayoumi, Ann N Burchell, Curtis Cooper, Marina B Klein, Mona Loutfy, Nima Machouf, Julio SG Montaner, Chris Tsoukas, Robert S Hogg, Janet Raboud, The Canadian Observational Cohort (CANOC) collaboration

Published in: BMC Infectious Diseases | Issue 1/2015

Login to get access

Abstract

Background

As the average age of the HIV-positive population increases, there is increasing need to monitor patients for the development of comorbidities as well as for drug toxicities.

Methods

We examined factors associated with the frequency of measurement of liver enzymes, renal function tests, and lipid levels among participants of the Canadian Observational Cohort (CANOC) collaboration which follows people who initiated HIV antiretroviral therapy in 2000 or later. We used zero-inflated negative binomial regression models to examine the associations of demographic and clinical characteristics with the rates of measurement during follow-up. Generalized estimating equations with a logit link were used to examine factors associated with gaps of 12 months or more between measurements.

Results

Electronic laboratory data were available for 3940 of 7718 CANOC participants. The median duration of electronic follow-up was 3.5 years. The median (interquartile) rates of tests per year were 2.76 (1.60, 3.73), 2.55 (1.44, 3.38) and 1.42 (0.50, 2.52) for liver, renal and lipid parameters, respectively. In multivariable zero-inflated negative binomial regression models, individuals infected through injection drug use (IDU) were significantly less likely to have any measurements. Among participants with at least one measurement, rates of measurement of liver, renal and lipid tests were significantly lower for younger individuals and Aboriginal Peoples. Hepatitis C co-infected individuals with a history of IDU had lower rates of measurement and were at greater risk of having 12 month gaps between measurements.

Conclusions

Hepatitis C co-infected participants infected through IDU were at increased risk of gaps in testing, despite publicly funded health care and increased risk of comorbid conditions. This should be taken into consideration in analyses examining factors associated with outcomes based on laboratory parameters.
Literature
1.
go back to reference Guaraldi G, Orlando G, Zona S, Menozzi M, Carli F, Garlassi E, et al. Premature age-related comorbidities among HIV-infected persons compared with the general population. Clin Infect Dis. 2011;53:1120–6.CrossRefPubMed Guaraldi G, Orlando G, Zona S, Menozzi M, Carli F, Garlassi E, et al. Premature age-related comorbidities among HIV-infected persons compared with the general population. Clin Infect Dis. 2011;53:1120–6.CrossRefPubMed
2.
go back to reference Antoniou T, Zagorski B, Bayoumi A, Loutfy MR, Strike C, Raboud JM, et al. Trends in HIV prevalence, new diagnoses and mortality in Ontario, Canada, 1996 to 2009: a population-based study. Open Med. 2013;7:e98–e106.PubMedPubMedCentral Antoniou T, Zagorski B, Bayoumi A, Loutfy MR, Strike C, Raboud JM, et al. Trends in HIV prevalence, new diagnoses and mortality in Ontario, Canada, 1996 to 2009: a population-based study. Open Med. 2013;7:e98–e106.PubMedPubMedCentral
3.
go back to reference Tseng A, Szadkowski L, Walmsley S, Salit I, Raboud J. Association of age with polypharmacy and risk of drug interactions with antiretroviral medications in HIV-positive patients. Ann Pharmacother. 2013;47:1429–39.CrossRefPubMed Tseng A, Szadkowski L, Walmsley S, Salit I, Raboud J. Association of age with polypharmacy and risk of drug interactions with antiretroviral medications in HIV-positive patients. Ann Pharmacother. 2013;47:1429–39.CrossRefPubMed
6.
go back to reference Asboe D, Aitken C, Boffito M, Booth C, Cane P, Fakoya A, et al. British HIV Association guidelines for the routine investigation and monitoring of adult HIV-1 infected individuals 2011. HIV Med. 2012;13:1–44.CrossRefPubMed Asboe D, Aitken C, Boffito M, Booth C, Cane P, Fakoya A, et al. British HIV Association guidelines for the routine investigation and monitoring of adult HIV-1 infected individuals 2011. HIV Med. 2012;13:1–44.CrossRefPubMed
8.
go back to reference Peters B, Post F, Wierzbicki AS, Phillips A, Power L, Das S, et al. Screening for chronic comorbid diseases in people with HIV: the need for a strategic approach. HIV Med. 2013;14(Suppl1):1–11.CrossRefPubMed Peters B, Post F, Wierzbicki AS, Phillips A, Power L, Das S, et al. Screening for chronic comorbid diseases in people with HIV: the need for a strategic approach. HIV Med. 2013;14(Suppl1):1–11.CrossRefPubMed
10.
go back to reference Palmer A, Klein M, Raboud J, Cooper C, Loutfy M, Machouf N, et al. Cohort Profile: The Canadian Observational Cohort Collaboration. Int J Epidemiol. 2011;40:25–32.CrossRefPubMed Palmer A, Klein M, Raboud J, Cooper C, Loutfy M, Machouf N, et al. Cohort Profile: The Canadian Observational Cohort Collaboration. Int J Epidemiol. 2011;40:25–32.CrossRefPubMed
11.
go back to reference Yanik E, Napravnik S, Ryscavage P, Eron JJ, Koletar S, Moore RD, et al. Hematologic, Hepatic, Renal and Lipid Monitoring Following Initiation of Combination Antiretroviral Therapy in the United States, 2000-2010. JAIDS. 2013;63:216–20.PubMedPubMedCentral Yanik E, Napravnik S, Ryscavage P, Eron JJ, Koletar S, Moore RD, et al. Hematologic, Hepatic, Renal and Lipid Monitoring Following Initiation of Combination Antiretroviral Therapy in the United States, 2000-2010. JAIDS. 2013;63:216–20.PubMedPubMedCentral
12.
go back to reference Raboud JM, Loutfy M, Su D, Bayoumi A, Klein M, Cooper C, et al. Regional differences in rates of HIV-1 viral load monitoring in Canada. BMC Infect Dis. 2010;10:40.CrossRefPubMedPubMedCentral Raboud JM, Loutfy M, Su D, Bayoumi A, Klein M, Cooper C, et al. Regional differences in rates of HIV-1 viral load monitoring in Canada. BMC Infect Dis. 2010;10:40.CrossRefPubMedPubMedCentral
13.
go back to reference Raboud JM, Abdurrahman ZB, Major C, Millson P, Robinson G, Rachlis A, et al. Non-financial factors associated with decreased plasma viral load testing in Ontario, Canada. JAIDS. 2005;39:327–32.PubMed Raboud JM, Abdurrahman ZB, Major C, Millson P, Robinson G, Rachlis A, et al. Non-financial factors associated with decreased plasma viral load testing in Ontario, Canada. JAIDS. 2005;39:327–32.PubMed
14.
go back to reference Gillis J, Loutfy M, Bayoumi A, Cooper C, Klein M, Antoniou T, et al. Factors associated with recommended and low engagement in HIV care after initiating combination antiretroviral therapy. Can J Infect Dis Med Microbiol. 2014;25(S4):041. Gillis J, Loutfy M, Bayoumi A, Cooper C, Klein M, Antoniou T, et al. Factors associated with recommended and low engagement in HIV care after initiating combination antiretroviral therapy. Can J Infect Dis Med Microbiol. 2014;25(S4):041.
15.
go back to reference Wood E, Kerr T, Tyndall MW, Montaner JSG. A review of barriers and facilitators of HIV treatment among injection drug uses. AIDS. 2008;22:1247–56.CrossRefPubMed Wood E, Kerr T, Tyndall MW, Montaner JSG. A review of barriers and facilitators of HIV treatment among injection drug uses. AIDS. 2008;22:1247–56.CrossRefPubMed
16.
go back to reference Wandeler G, Gsponer T, Bregenzer A, Gunthard HF, Clerc O, Calmy A, et al. Hepatitis C Virus Infections in the Swiss HIV Cohort Study: A Rapidly Evolving Epidemic. Clin Infect Dis. 2012;55:1408–16.CrossRefPubMed Wandeler G, Gsponer T, Bregenzer A, Gunthard HF, Clerc O, Calmy A, et al. Hepatitis C Virus Infections in the Swiss HIV Cohort Study: A Rapidly Evolving Epidemic. Clin Infect Dis. 2012;55:1408–16.CrossRefPubMed
17.
go back to reference Burchell AN, Gardner S, Mazzulli T, Manno M, Raboud J, Allen VG, et al. Hepatitis C virus seroconversion among HIV-positive men who have sex with men with no history of injection drug use: Results from a clinical HIV cohort. Can J Infect Dis Med Microbiol. 2015;26:17–22.PubMedPubMedCentral Burchell AN, Gardner S, Mazzulli T, Manno M, Raboud J, Allen VG, et al. Hepatitis C virus seroconversion among HIV-positive men who have sex with men with no history of injection drug use: Results from a clinical HIV cohort. Can J Infect Dis Med Microbiol. 2015;26:17–22.PubMedPubMedCentral
18.
go back to reference Griffin JT, Fraser C, Gras L, De Wolf F, Ghani A. The effect of treatment comparisons of different measurement frequencies in human immunodeficiency virus observational databases. Am J Epidemiol. 2006;163:676–83.CrossRefPubMed Griffin JT, Fraser C, Gras L, De Wolf F, Ghani A. The effect of treatment comparisons of different measurement frequencies in human immunodeficiency virus observational databases. Am J Epidemiol. 2006;163:676–83.CrossRefPubMed
19.
go back to reference Hernan MA, McAdams M, McGrath N, Lanoy E, Costagliola D. Observations plans in longitudinal studies with time-varying treatments. Stat Methods Med Res. 2009;18:27–52.CrossRefPubMed Hernan MA, McAdams M, McGrath N, Lanoy E, Costagliola D. Observations plans in longitudinal studies with time-varying treatments. Stat Methods Med Res. 2009;18:27–52.CrossRefPubMed
20.
go back to reference Singer JD, Willett JB. It’s about time: using discrete-time survival analysis to study duration and time of events. J Educ Behav Stat. 1993;18:155–95.CrossRef Singer JD, Willett JB. It’s about time: using discrete-time survival analysis to study duration and time of events. J Educ Behav Stat. 1993;18:155–95.CrossRef
21.
go back to reference Shah BR, Gunraj N, Hux JE. Markers of access to and quality of primary care for aboriginal people in Ontario, Canada. Am J Public Health. 2003;93:798–802.CrossRefPubMedPubMedCentral Shah BR, Gunraj N, Hux JE. Markers of access to and quality of primary care for aboriginal people in Ontario, Canada. Am J Public Health. 2003;93:798–802.CrossRefPubMedPubMedCentral
22.
go back to reference Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, et al. Access to health care among status Aboriginal people with chronic kidney disease. Can Med Assoc J. 2008;179:1007–12.CrossRef Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, et al. Access to health care among status Aboriginal people with chronic kidney disease. Can Med Assoc J. 2008;179:1007–12.CrossRef
23.
go back to reference Fairbalm N, Milloy MJ, Zhang R, Lai C, Grafstein E, Kerr T, et al. Emergency department utilization among a cohort of HIV-positive injecting drug users in a Canadian setting. J Emerg Med. 2011;43:236–43. Fairbalm N, Milloy MJ, Zhang R, Lai C, Grafstein E, Kerr T, et al. Emergency department utilization among a cohort of HIV-positive injecting drug users in a Canadian setting. J Emerg Med. 2011;43:236–43.
Metadata
Title
Factors associated with the frequency of monitoring of liver enzymes, renal function and lipid laboratory markers among individuals initiating combination antiretroviral therapy: a cohort study
Authors
Jennifer Gillis
Ahmed M Bayoumi
Ann N Burchell
Curtis Cooper
Marina B Klein
Mona Loutfy
Nima Machouf
Julio SG Montaner
Chris Tsoukas
Robert S Hogg
Janet Raboud
The Canadian Observational Cohort (CANOC) collaboration
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2015
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-015-1206-3

Other articles of this Issue 1/2015

BMC Infectious Diseases 1/2015 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.