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. 2019 Mar 21;14(3):e0214012.
doi: 10.1371/journal.pone.0214012. eCollection 2019.

Missed opportunities for earlier diagnosis of HIV in British Columbia, Canada: A retrospective cohort study

Ni Gusti Ayu Nanditha  1   2 , Martin St-Jean  1 , Hiwot Tafessu  1 , Silvia A Guillemi  1   3 , Mark W Hull  1   4 , Michelle Lu  1 , Bonnie Henry  5 , Rolando Barrios  1   6 , Julio S G Montaner  1   2 , Viviane D Lima  1   2
Affiliations

Missed opportunities for earlier diagnosis of HIV in British Columbia, Canada: A retrospective cohort study

Ni Gusti Ayu Nanditha et al. PLoS One. .

Abstract

Background: Late HIV diagnosis is associated with increased AIDS-related morbidity and mortality as well as an increased risk of HIV transmission. In this study, we quantified and characterized missed opportunities for earlier HIV diagnosis in British Columbia (BC), Canada.

Design: Retrospective cohort.

Methods: A missed opportunity was defined as a healthcare encounter due to a clinical manifestation which may be caused by HIV infection, or is frequently present among those with HIV infection, but no HIV diagnosis followed within 30 days. We developed an algorithm to identify missed opportunities within one, three, and five years prior to diagnosis. The algorithm was applied to the BC STOP HIV/AIDS population-based cohort. Eligible individuals were ≥18 years old, and diagnosed from 2001-2014. Multivariable logistic regression identified factors associated with missed opportunities.

Results: Of 2119 individuals, 7%, 12% and 14% had ≥1 missed opportunity during one, three and five years prior to HIV diagnosis, respectively. In all analyses, individuals aged ≥40 years, heterosexuals or people who ever injected drugs, and those residing in Northern health authority had increased odds of experiencing ≥1 missed opportunity. In the three and five-year analysis, individuals with a CD4 count <350 cells/mm3 were at higher odds of experiencing ≥1 missed opportunity. Prominent missed opportunities were related to recurrent pneumonia, herpes zoster/shingles among younger individuals, and anemia related to nutritional deficiencies or unspecified cause.

Conclusions: Based on our newly-developed algorithm, this study demonstrated that HIV-diagnosed individuals in BC have experienced several missed opportunities for earlier diagnosis. Specific clinical indicator conditions and population sub-groups at increased risk of experiencing these missed opportunities were identified. Further work is required in order to validate the utility of this proposed algorithm by establishing the sensitivity, specificity, positive and negative predictive values corresponding to the incidence of the clinical indicator conditions among both HIV-diagnosed and HIV-negative populations.

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Conflict of interest statement

JSGM has received institutional grants from Gilead Sciences, J&J, Merck, ViiV Healthcare, and a Knowledge Translation Award from the Canadian Institutes of Health Research. JSGM has also served as an advisor to Government of Canada and the Government of British Columbia in the last year. All other authors declare no competing interests. This does not alter our adherence to PLOS ONE policies on sharing data and materials. However, the British Columbia Centre for Excellence in HIV/AIDS is prohibited from making individual-level data available publicly due to provisions in our service contracts, institutional policy, and ethical requirements. In order to facilitate research we make such data available via data access requests. Some BC-CfE data is not available externally due to prohibitions in service contracts with our funders or data providers. Institutional policies stipulate that all external data requests require collaboration with a BC-CfE research. For more information or to make a request, please contact Irene Day, Senior Director, Internal and External Relations and Strategic Development: iday@cfenet.ubc.ca.

Figures

Fig 1
Fig 1. Participants flow chart.
PLWH: people living with HIV; STI: sexually transmitted infections; MOs: missed opportunities; *: clinical indicator condition identified by the expert opinion of two family physicians with >30 years of experience in HIV care (RB & SAG).
See this image and copyright information in PMC

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