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"Armstrong, Paige A."
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Patient characteristics, treatment patterns, and outcomes of Rickettsial diseases among a commercially insured population in the United States, 2005–2017
2021
Rickettsial diseases (RDs) are transmitted to humans by ectoparasites, including ticks and fleas. Symptoms range from mild febrile illness, to severe disease or death. Doxycycline is the treatment of choice for patients of all ages; early treatment based on clinical diagnosis is critical to prevent severe outcomes. We conducted a descriptive analysis using insurance claims data captured by IBM MarketScan
®
research databases to describe demographics, treatment patterns, and outcomes of patients diagnosed with RDs in the United States during 2005–2017. Overall, 14,830 patients had a RD diagnosis during 2005–2017; 7,517 (50.7%) spotted fever rickettsiosis (SFR), 4,571 ( 30.8%) ehrlichiosis, 1,362 (9.2%) typhus group rickettsiosis (TGR), and 1,193 (8.0%) other rickettsial diseases. Among all patients diagnosed, 53.1% received doxycycline. Prescription rates varied by diagnosis and age; 24.1% of TGR and 61.1% of SFR patients received doxycycline; 23.9% of persons < 8 years received doxycycline, compared with 47.7% for 8–17 years, and 55.4% for ≥ 18 years. RDs are frequently diagnosed in the outpatient population; however, providers prescribed the recommended treatment to about half of patients. Continued education of treatment recommendations is critical to prevent severe outcomes.
Journal Article
Clinical characteristics of Rocky Mountain spotted fever in the United States: A literature review
2020
Background and objectives: Rocky Mountain spotted fever (RMSF) is a rapidly progressive and potentially fatal tickborne disease caused by Rickettsia rickettsii. Despite current recommendations and information on the severity of RMSF, studies show that delayed recognition and treatment continues to occur.
Methods: A literature search was performed on cases published in English between 1990-2017. The frequencies for demographic, clinical, and treatment variables was calculated.
Results: A total of 340 cases from 34 articles were included. Data on rash were available for 322 patients, and 261 (80%) noted rash. Mortality was 4% (2) in those who received doxycycline within the first five days of illness, and 35% (18) when treatment was delayed beyond Day five. Twenty-four (16%) reported chronic sequelae, including speech impairment (7, 5%) and ataxia (5, 3%).
Interpretation and conclusion: These data highlight the importance of early treatment, and add to our understanding of long-term sequelae. Early recognition by providers will facilitate appropriate treatment and reduction in morbidity and mortality.
Journal Article
Rocky Mountain Spotted Fever in a Large Metropolitan Center, Mexico–United States Border, 2009–2019
by
Rodriguez-Lomeli, Moises
,
Armstrong, Paige A.
,
Márquez-Elguea, Adriana
in
Antibodies
,
Arachnids
,
Epidemics
2021
Epidemic levels of Rocky Mountain spotted fever (RMSF) have persisted in Mexicali, Mexico, since the initial outbreak was first reported in December 2008. We compared clinical and epidemiologic data of cases in Mexicali during 2009–2019 between patients with an IgG titer reactive with Rickettsia rickettsii bacteria by indirect immunofluorescence antibody (IFA) assay and those who demonstrated DNA of R. rickettsii in a whole blood sample when tested by PCR. We identified 4,290 patients with clinical and epidemiologic features compatible with RMSF; of these, 9.74% tested positive by IFA and 8.41% by PCR. Overall, 140 patients died (11-year case-fatality rate 17.97%). Substantial differences in the frequency of commonly recognized clinical characteristics of RMSF were identified between PCR-positive and IFA-positive cases. The Mexicali epidemic is unique in its size and urban centralization. Cases confirmed by PCR most accurately reflect the clinical profile of RMSF.
Journal Article
Prevalence of hepatitis B virus infection in Kenya: A study nested in the Kenya Population-based HIV Impact Assessment 2018
by
Young, Peter
,
Dobbs, Trudy
,
Armstrong, Paige A.
in
Acquired immune deficiency syndrome
,
Adolescent
,
Adult
2024
Sub-Saharan Africa region bears the highest chronic hepatitis B virus (HBV) infection burden worldwide. National estimates of HBV burden are necessary for a viral hepatitis program planning. This study estimated the national prevalence of HBV infection in Kenya among people aged 15-64 years.
Of 27,745 participants age 15-64 years in the Kenya Population-based HIV Impact Assessment (KENPHIA) 2018 household survey, we analyzed data for all persons living with HIV (PLHIV; n = 1,521) and a random sample of HIV-negative persons (n = 1,551), totaling to 3,072 participants. We tested whole blood samples for hepatitis B surface antigen (HBsAg) using Determine™ HBsAg rapid test and used population projections to estimate national disease burden. Pearson chi square was performed and the weighted prevalence proportions presented.
Of the 3,072 participants,124 tested HBsAg positive, resulting in a weighted national HBV prevalence of 3.0% (95% CI: 2.2-3.9%). This translated to an HBV infection burden of 810,600 (95% CI: 582,700-1,038,600) persons age 15-64 years in Kenya. Distribution of HBV prevalence varied widely (p<0.001) by geography, ranging from 0.1% in Eastern Kenya regions to over 5% in northern and western Kenya. Prevalence of HBV infection was higher in PLHIV (4.7%; 95% CI: 3.3-6.0%) compared to HIV-negative persons (3.0%; 95% CI: 2.1-3.9%), and was highest among persons: age 45-54 years (6.4%; 95% CI: 3.3-9.5%), those who reported no formal education (10.7%; 95% CI: 5.1-16.4%), in polygamous marriages (6.8%; 95% CI: 1.7-11.8%), and in the lowest wealth quintile (5.3%; 95% CI: 2.8-7.7). When adjusted for covariates, lack of formal education (aOR = 4.2; 95% CI: 1.5-12.6) was significantly associated with HBV infection. In stratified analysis by HIV status, residing in rural areas and history of blood transfusion were independently associated with HBV infection among PLHIV, while lack of formal education and no history of blood transfusion were associated with HBV infection among HIV-negative participants (p<0.05).
HBV prevalence among persons aged 15-64 years in Kenya was 3.0%. Higher prevalence was documented among persons without formal education, in the lowest wealth quintile, and those living in Kenya's North-Eastern, Rift Valley-North and Nyanza regions. Targeted programmatic measures to strengthen interventions against HBV infections including newborn vaccination and treatment of infected adults to limit mother-to-child transmission, would be helpful in reducing burden of HBV-associated viral hepatitis.
Journal Article
Inferring school district learning modalities during the COVID-19 pandemic with a hidden Markov model
by
Panaggio, Mark J.
,
Binder, Alison M.
,
Armstrong, Paige A.
in
Biology and Life Sciences
,
Computer and Information Sciences
,
COVID-19
2023
During the COVID-19 pandemic, many public schools across the United States shifted from fully in-person learning to alternative learning modalities such as hybrid and fully remote learning. In this study, data from 14,688 unique school districts from August 2020 to June 2021 were collected to track changes in the proportion of schools offering fully in-person, hybrid and fully remote learning over time. These data were provided by Burbio, MCH Strategic Data, the American Enterprise Institute’s Return to Learn Tracker and individual state dashboards. Because the modalities reported by these sources were incomplete and occasionally misaligned, a model was needed to combine and deconflict these data to provide a more comprehensive description of modalities nationwide. A hidden Markov model (HMM) was used to infer the most likely learning modality for each district on a weekly basis. This method yielded higher spatiotemporal coverage than any individual data source and higher agreement with three of the four data sources than any other single source. The model output revealed that the percentage of districts offering fully in-person learning rose from 40.3% in September 2020 to 54.7% in June of 2021 with increases across 45 states and in both urban and rural districts. This type of probabilistic model can serve as a tool for fusion of incomplete and contradictory data sources in order to obtain more reliable data in support of public health surveillance and research efforts.
Journal Article
Hepatitis C virus attributable liver cancer in the country of Georgia, 2015–2019: a case–control study
2024
Background
Hepatitis C virus (HCV) infection can lead to a type of primary liver cancer called hepatocellular carcinoma (HCC). Georgia, a high HCV prevalence country, started an HCV elimination program in 2015. In addition to tracking incidence and mortality, surveillance for the HCV-attributable fraction of HCC is an important indicator of the program’s impact. This study assesses HCV infection-attributable HCC in the Georgian population.
Methods
This case–control study utilized HCV programmatic and Georgian Cancer Registry data from 2015–2019. Bivariate logistic regression and age- and sex-stratified analyses assessed HCV and liver cancer association. HCV-attributable liver cancer proportions for the HCV-exposed and total population were calculated. A sub-analysis was performed for HCC cases specifically.
Results
The total study population was 3874 with 496 liver cancer cases and 3378 controls. The odds for HCV-infected individuals developing liver cancer was 20.1 (95% confidence interval [CI] 15.97–25.37), and the odds of developing HCC was 16.84 (95% CI 12.01–23.83) compared to the HCV-negative group. Odds ratios varied across strata, with HCV-infected older individuals and women having higher odds of developing both liver cancer and HCC. A large proportion of liver cancer and HCC can be attributed to HCV in HCV-infected individuals; however, in the general population, the burden of liver cancer and HCC cannot be explained by HCV alone.
Conclusion
HCV was significantly associated with a higher risk of developing liver cancer and HCC in the Georgian population. In addition, given Georgia’s high HCV burden, increased HCC monitoring in HCV-infected patients is needed.
Journal Article
Risk factors for HCV infection in Georgia: A case-control study
2025
Introduction: Hepatitis C virus (HCV) infection is a leading cause of chronic liver disease, including cirrhosis and liver cancer. Prior studies in Georgia identified risk factors such as injection drug use (IDU), tattoos, dental cleanings, medical injections, and blood transfusion. This study explored risk factors associated with HCV seroconversion in Georgia. Methodology: A case-control study was conducted among adults aged ≥ 18 years. A total of 299 Cases (persons who seroconverted after ≥ 2 screenings) and 436 controls (persons with ≥ 2 negative anti-HCV test results dated 90 to 364 days apart) were randomly selected from the national HCV screening database from January 2019 to November 2020. Data were collected through telephone interviews and analyzed using descriptive statistics and logistic regression. Result: Among 206/299 (68.9%) cases and 229/436 (52.5%) controls who agreed to participate, 53.8% were female and 60.5% were aged > 40 years. After adjusting for covariates, independent predictors of HCV seroconversion were age > 40 years (adjusted odds ratio [aOR] = 2.47, 95% confidence interval [CI]: 1.52-4.01), male sex (aOR = 2.12, 95% CI: 1.34-3.34), IDU (aOR = 26.24, 95% CI: 3.27-210.43), history of invasive medical procedure (aOR = 3.19, 95% CI: 1.96-5.19), ≥ 24 hours of hospitalization (aOR = 2.01, 95% CI: 1.12-3.59), and occupational performance of any invasive medical procedure (aOR = 2.70, 95% CI: 1.12-6.53). Conclusions: Our findings suggest that HCV seroconversions in Georgia are associated with IDU, hospitalization, and invasive medical procedures. These identified risk factors provide opportunities to further improve the prevention of HCV infection in Georgia.
Journal Article
Outbreak of Severe Histoplasmosis Among Tunnel Workers—Dominican Republic, 2015
2018
Histoplasmosis is a fungal infection associated with exposure to bat guano. An outbreak of an unknown severe febrile illness occurred among tunnel workers in the Dominican Republic, and resulted in several deaths. We conducted an investigation to confirm etiology and recommend control measures.
A case was defined as fever and ≥2 symptoms consistent with histoplasmosis in a tunnel worker, July-September 2015. We interviewed workers and family members, reviewed medical records, tested serum and urine for Histoplasma antigen/antibody, and conducted a cohort study to identify risk factors for histoplasmosis and severe infection (intensive care).
A crew of 36 male workers removed large amounts of bat guano from tunnels without respiratory protection for a median of 24 days per worker (range, 1-25 days). Median age was 32 years (range, 18-62 years); none were immunocompromised. Thirty (83%) workers had illness that met the case definition, of whom 28 (93%) were hospitalized, 9 (30%) required intensive care, 6 (20%) required intubation, and 3 (10%) died. The median time from symptom onset to antifungal treatment was 6 days (range, 1-11 days). Twenty-two of 34 (65%) workers had laboratory evidence of infection.
Severe illnesses and death likely resulted from exposure to large inocula of Histoplasma capsulatum spores in an enclosed space, lack of respiratory protection, and delay in recognition and treatment. Clinician education about histoplasmosis, improved laboratory capacity to diagnose fungal infections, and occupational health guidance to protect workers against endemic fungi are recommended in the Dominican Republic.
Journal Article
Testing for Hepatitis C During Pregnancy Among Persons With Medicaid and Commercial Insurance: Cohort Study
2023
Background:The reported incidence of acute hepatitis C virus (HCV) infection is increasing among persons of childbearing age in the United States. Infants born to pregnant persons with HCV infection are at risk for perinatal HCV acquisition. In 2020, the United States Preventive Services Task Force and Centers for Disease Control and Prevention recommended that all pregnant persons be screened during each pregnancy for hepatitis C. However, there are limited data on trends in hepatitis C testing during pregnancy.Objective:We estimated hepatitis C testing rates in a large cohort of patients with Medicaid and commercial insurance who gave birth during 2015-2019 and described demographic and risk-based factors associated with testing.Methods:Medicaid and commercial insurance claims for patients aged 15-44 years and who gave birth between 2015 and 2019 were included. Birth claims were identified using procedure and diagnosis codes for vaginal or cesarean delivery. Hepatitis C testing was defined as an insurance claim during the 42 weeks before delivery. Testing rates were calculated among patients who delivered and among the subset of patients who were continuously enrolled for 42 weeks before delivery. We also compared the timing of testing relative to delivery among patients with commercial or Medicaid insurance. Multivariable logistic regression was used to identify factors associated with testing.Results:Among 1,142,770 Medicaid patients and 1,207,132 commercially insured patients, 175,223 (15.3%) and 221,436 (18.3%) were tested for hepatitis C during pregnancy, respectively. Testing rates were 89,730 (21.8%) and 187,819 (21.9%) among continuously enrolled Medicaid and commercially insured patients, respectively. Rates increased from 2015 through 2019 among Medicaid (from 20,758/108,332, 19.2% to 13,971/52,330, 26.8%) and commercially insured patients (from 38,308/211,555, 18.1% to 39,152/139,972, 28%), respectively. Among Medicaid patients, non-Hispanic Black (odds ratio 0.73, 95% CI 0.71-0.74) and Hispanic (odds ratio 0.53, 95% CI 0.51-0.56) race or ethnicity were associated with lower odds of testing. Opioid use disorder, HIV infection, and high-risk pregnancy were associated with higher odds of testing in both Medicaid and commercially insured patients.Conclusions:Hepatitis C testing during pregnancy increased from 2015 through 2019 among patients with Medicaid and commercial insurance, although tremendous opportunity for improvement remains. Interventions to increase testing among pregnant persons are needed.
Journal Article
Antimicrobial resistance at a crossroads: the cost of inaction
by
Jernigan, Daniel
,
Laserson, Kayla
,
Craig, Michael
in
Antibiotics
,
Antimicrobial agents
,
Antimicrobial resistance
2024
AMR could reverse the life expectancy gains provided by antibiotics over the past century1 and worsen future pandemics; it already impacts treatments and outcomes in patients with chronic diseases and cancer.2–4 AMR also has economic implications and is draining resources from economies, including the health-care, agriculture, and food production sectors. In 2023 alone, contributions to the Global Fund to Fight AIDS, Tuberculosis and Malaria exceeded $6 billion, whereas total contributions to the Antimicrobial Resistance Multi-Partner Trust Fund for all years have barely exceeded $30 million.20,21 Andrew Brookes /Getty Images The already complex global AMR problem is even more challenging because there is no one-size-fits-all solution. High-income countries can support low-income and middle-income countries by building laboratory capacities through sharing technical expertise and experience; providing financial resources to strengthen public health and health-care systems; and collaborating to expand access to antimicrobials, diagnostics, and innovative new products.
Journal Article