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Epidemiologic Inference in Outbreak Investigation

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Title: Epidemiologic Inference in Outbreak Investigation


1
Trends and risk factors for pneumonia among HIV
infected and uninfected injection drug users
Stein K, Astemborski J, Mehta SH, Nelson K,
Vlahov D, Galai N, Kirk GD Johns Hopkins
University Departments of Epidemiology Medicine
2
Background
  • Community-acquired bacterial pneumonia is a
    common cause of morbidity mortality among HIV
    infected persons, especially among injection drug
    users
  • Effects of HAART on pneumonia incidence are not
    well defined
  • Prior studies limited by lack of data to compare
  • HIV infected vs. uninfected IDUs
  • HIV treated vs. untreated
  • males vs. females

3
Objective
  • To characterize temporal trends of bacterial
    pneumonia among HIV infected and uninfected IDUs
    before and after HAART availability
  • To identify risk factors for pneumonia and
    contrast these factors by HIV status

4
AIDS Linked to the Intra-Venous Experience Cohort
5
Pneumonia Cases
  • Clinical Case Definition Chest X-ray infiltrates
    and 1 of 3 clinical findings fever, productive
    cough, leukocytosis
  • 36 with sputum or blood culture confirmation
  • No evidence for other etiologic agents
  • Pneumocystis jirovecii, mycobacteria, fungal,
    viral pathogens
  • Excluded cases when pneumonia diagnosis made gt72
    hrs after admission

6
Statistical Analyses
  • Pneumonia rates determined using person-time
    analysis
  • Kaplan-Meier curves by HIV/CD4 strata. Cox
    Proportional Hazards models used to identify
    determinants of pneumonia while adjusting for
    other factors
  • Time-dependent covariates determined at study
    visit prior to pneumonia diagnosis

7
Characteristics of ALIVE Participants at Study
Entry
8
Temporal Trends in Pneumonia Rates
9
Time to First Bacterial Pneumoniaby HIV Status
and CD4 Cell Count
HIV-
HIV / CD4 gt500
HIV / CD4 200-499
HIV / CD4 100-199
HIV / CD4 lt100
P value lt 0.05 for differences between groups
10
Multivariate Analysis of Pneumonia Risk Factors
among HIV Infected IDUs
11
Multivariate Analysis of Pneumonia Risk Factors
among HIV Infected IDUs
12
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13
Multivariate Analysis of Pneumonia Risk Factors
among HIV Infected IDUs
14
Multivariate Analysis of Pneumonia Risk Factors
among HIV Uninfected IDUs
15
Multivariate Analysis of Pneumonia Risk Factors
among HIV Uninfected IDUs
16
Multivariate Analysis of Pneumonia Risk Factors
among HIV Uninfected IDUs
17
Temporal Trends in Pneumonia Rates
18
Temporal Trends in Pneumonia Rates Increasing
HAART Uptake
19
Summary
  • Trend Analysis
  • Pneumonia rates in HIV-infected IDUs have
    dramatically declined in past decade, coincident
    with increasing HAART use and declining injection
    drug use.
  • Risk Factor Analysis
  • HIV seropositivity
  • Decreasing CD4 count
  • HAART use protective
  • Age, female gender
  • Prior endocarditis / bacteremia
  • Heavy drug use
  • Heavy cigarette smoking

20
Conclusions
  • Many risk factors for pneumonia among injection
    drug users are modifiable, yet remain highly
    prevalent.
  • Increasing access to HAART, drug treatment and
    smoking cessation programs may result in further
    declines in morbidity and mortality from
    pneumonia among IDUs.

21
Acknowledgements
  • NIDA funding (DA04334 DA12568)
  • ALIVE Investigators, Clinic and Study Staff
  • Neil Graham, Waleska Caiaffa, Tim Sterling, David
    Thomas, Greg Lucas, Stephanie Strathdee, Melody
    Schaeffer
  • Study participants

22
Proportion of Culture Confirmed Pneumonia Cases
by Organism
23
Temporal Trends in Pneumonia Rates Decreasing
Injection Drug Use
24
Multivariate Analysis of Pneumonia Risk Factors
among HIV Infected IDUs
25
Multivariate Analysis of Pneumonia Risk Factors
among HIV Uninfected IDUs
26
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