Last data update: Apr 28, 2025. (Total: 49156 publications since 2009)
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Query Trace: Shivers C[original query] |
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SmartChart Suite: a Fast Healthcare Interoperability Resources-based framework for longitudinal syphilis surveillance using structured and unstructured data
Stevens A , Karki S , Shivers E , Pérez A , Choi M , Berro A , Riley M , Yang J , Tassev P , Jackson DA , Kim I , Duke JD . JAMIA Open 2025 8 (1) ooae145 ![]() OBJECTIVE: The resurgence of syphilis in the United States presents a significant public health challenge. Much of the information needed for syphilis surveillance resides in electronic health records (EHRs). In this manuscript, we describe a surveillance platform for automating the extraction of EHR data, known as SmartChart Suite, and the results from a pilot. MATERIALS AND METHODS: The SmartChart Suite framework has been developed in compliance with the HHS Health IT Alignment Policy. The platform's major functionalities are (1) data retrieval; (2) logical evaluation; (3) standardized data storage; and (4) results display. The SmartChart Suite was deployed in September 2023 at the Grady Health System in Atlanta, Georgia. We established a cohort of likely syphilis patients, randomly selected 50 medical records for manual and automated chart review, and analyzed the results. RESULTS: The SmartChart Suite was successfully deployed and integrated with the Epic EHR system at Grady. The overall performance results were precision of 97.6%, recall of 100.0%, and F-Score of 98.8. DISCUSSION: Automated abstraction of EHR data has significant potential to improve public health surveillance and case investigation processes while reducing the resource burden on health departments and reporters. The SmartChart Suite comprises a flexible open-source solution for registry development and maintenance across a wide spectrum of conditions and use cases. CONCLUSION: SmartChart Suite demonstrates the potential of automated chart abstraction to support disease surveillance. HHS-compliant open-source tools such as SmartChart Suite can support more efficient human review by providing accurate and relevant data for critical public health activities. |
Sensitivity and specificity of surveillance case definitions in detection of influenza and respiratory syncytial virus among hospitalized patients, New Zealand, 2012-2016
Davis W , Duque J , Huang QS , Olson N , Grant CC , Newbern EC , Thompson M , Waite B , Prasad N , Trenholme A , Azziz-Baumgartner E . J Infect 2021 84 (2) 216-226 BACKGROUND: The WHO is exploring the value of adding RSV testing to existing influenza surveillance systems to inform RSV control programs. We evaluate the usefulness of four commonly used influenza surveillance case-definitions for influenza and RSV surveillance. METHODS: SHIVERS, a multi-institutional collaboration, conducted surveillance for influenza and RSV in four New Zealand hospitals. Nurses reviewed admission logs, enrolled patients with suspected acute respiratory infections (ARI), and obtained nasopharyngeal swabs for RT-PCR. We compared the performance characteristics for identifying laboratory-confirmed influenza and RSV severe acute respiratory infection (SARI), defined as persons admitted with measured or reported fever and cough within 10 days of illness, to three other case definitions: 1. reported fever and cough or shortness of breath, 2. cough and shortness of breath, or 3. cough. RESULTS: During April-September 2012-2016, SHIVERS identified 16,055 admissions with ARI; of 6374 cases consented and tested for influenza or RSV, 5437 (85%) had SARI and 937 (15%) did not. SARI had the highest specificity in detecting influenza (40.6%) and RSV (40.8%) but the lowest sensitivity (influenza 78.8%, RSV 60.3%) among patients of all ages. Cough or shortness of breath had the highest sensitivity (influenza 99.3%, RSV 99.9%) but the lowest specificity (influenza 1.6%, RSV 1.9%). SARI sensitivity among children aged <3 months was 60.8% for influenza and 43.6% for RSV-both lower than in other age groups. CONCLUSIONS: While SARI had the highest specificity, its sensitivity was limited, especially among children aged <3 months. Cough or shortness of breath was the most sensitive. |
Activated CD4+ T cells and CD14hiCD16+ monocytes correlate with antibody response following influenza virus infection in humans
Wong SS , Oshansky CM , Guo XZJ , Ralston J , Wood T , Reynolds GE , Seeds R , Jelley L , Waite B , Jeevan T , Zanin M , Widdowson MA , Huang QS , Thomas PG , Webby RJ , Turner N , Baker M , Grant C , McArthur C , Roberts S , Trenholmes A , Wong C , Taylor S , Thompson M , Gross D , Duque J , Haven K , Aley D , Muponisi P , Chand B , Chen Y , Plewes L , Sawtell F , Lawrence S , Cogcoy R , Smith J , Gravidez F , Ma M , Chamberlin S , Davey K , Knowles T , McLeish JA , Todd A , Bocacao J , Gunn W , Kawakami P , Walker S , Madge R , Moore N , Rahnama F , Qiao H , Tse F , Zibaei M , Korrapadu T , Optland L , Dela Cruz C , The Shivers Investigation Team . Cell Rep Med 2021 2 (4) 100237 The failure to mount an antibody response following viral infection or seroconversion failure is a largely underappreciated and poorly understood phenomenon. Here, we identified immunologic markers associated with robust antibody responses after influenza virus infection in two independent human cohorts, SHIVERS and FLU09, based in Auckland, New Zealand and Memphis, Tennessee, USA, respectively. In the SHIVERS cohort, seroconversion significantly associates with (1) hospitalization, (2) greater numbers of proliferating, activated CD4+ T cells, but not CD8+ T cells, in the periphery during the acute phase of illness, and (3) fewer inflammatory monocytes (CD14hiCD16+) by convalescence. In the FLU09 cohort, fewer CD14hiCD16+ monocytes during early illness in the nasal mucosa were also associated with the generation of influenza-specific mucosal immunoglobulin A (IgA) and IgG antibodies. Our study demonstrates that seroconversion failure after infection is a definable immunological phenomenon, associated with quantifiable cellular markers that can be used to improve diagnostics, vaccine efficacy, and epidemiologic efforts. |
Influenza vaccine effectiveness in preventing influenza-associated intensive care admissions and attenuating severe disease among adults in New Zealand 2012-2015
Thompson MG , Pierse N , Sue Huang Q , Prasad N , Duque J , Claire Newbern E , Baker MG , Turner N , McArthur C . Vaccine 2018 36 (39) 5916-5925 BACKGROUND: Little is known about inactivated influenza vaccine effectiveness (IVE) in preventing very severe disease, including influenza-associated intensive care unit (ICU) admissions. METHODS: The Southern Hemisphere Influenza and Vaccine Effectiveness Research and Surveillance (SHIVERS) project enrolled adults (aged>/=18years) with acute respiratory illness (ARI) in general ward (GW) hospital settings (n=3034) and ICUs (n=101) during 2012-2015. IVE was assessed using a test-negative design comparing the odds of influenza vaccination among influenza positives vs. negatives (confirmed by real-time reverse transcription polymerase chain reaction). All models were adjusted for season, weeks from season peak, and a vaccination propensity score. RESULTS: Influenza virus infection was confirmed in 28% of GW hospital and 41% of ICU patients; influenza vaccination was documented for 56% and 41%, respectively. Across seasons, IVE was 37% (95% confidence intervals [CI]=23-48%) among GW patients and 82% (95% CI=45-94%) among ICU patients. IVE point estimates were>70% against ICU influenza and consistently higher than IVE against GW influenza when stratified by season, by virus (sub)types, and for adults with or without chronic medical conditions and for both adults aged <65 and >/=65years old. Among hospitalized influenza positives, influenza vaccination was associated with a 59% reduction in the odds of ICU admission (aOR=0.41, 95% CI=0.18-0.96) and with shorter ICU lengths of stay (LOS), but not with radiograph-confirmed pneumonia or GW hospital LOS. CONCLUSION: Inactivated influenza vaccines prevented influenza-associated ICU admissions, may have higher effectiveness in ICU than GW hospital settings, and appeared to reduce the risk of severe disease among those who are infected despite vaccination. |
Risk factors and attack rates of seasonal influenza infection: results of the SHIVERS seroepidemiologic cohort study
Huang QS , Bandaranayake D , Wood T , Newbern EC , Seeds R , Ralston J , Waite B , Bissielo A , Prasad N , Todd A , Jelley L , Gunn W , McNicholas A , Metz T , Lawrence S , Collis E , Retter A , Wong SS , Webby R , Bocacao J , Haubrock J , Mackereth G , Turner N , McArdle B , Cameron J , Reynolds G , Baker MG , Grant CC , McArthur C , Roberts S , Trenholme A , Wong C , Taylor S , Thomas P , Duque J , Gross D , Thompson MG , Widdowson MA . J Infect Dis 2018 219 (3) 347-357 Background: Understanding the attack rate of influenza infection and the proportion who become ill by risk group is key to implementing prevention measures. While population-based studies of anti-haemagglutinin antibody responses have been described previously, studies examining both anti-haemagglutinin and anti-neuraminidase antibodies are lacking. Methods: In 2015, we conducted a sero-epidemiologic cohort study of individuals randomly selected from a population in New Zealand. We tested paired sera for haemagglutinin-inhibition (HAI) or neuraminidase-inhibition (NAI) titres for seroconversion . We followed participants weekly and performed influenza PCR for those reporting influenza-like illness (ILI). Results: Influenza infection (either HAI or NAI seroconversion) was found in 321 (35%; 95%CI:32-38%) of 911 unvaccinated participants, of which 100 (31%) seroconverted to NAI alone. Young children and Pacific peoples experienced the highest influenza infection attack rates, but overall only a quarter of all infected reported influenza-PCR-confirmed ILI and one-quarter of these sought medical attention. Seroconversion to NAI alone was higher among children aged <5 years vs. those aged >/=5 years (14% vs 4%; p<0.001) and among those with influenza B vs A(H3N2) virus infections (7% vs 0.3%; p<0.001). Conclusions: Measurement of anti-neuraminidase antibodies in addition to anti- hemagglutinin antibodies may be important in capturing the true influenza infection rates. |
Severe influenza is characterized by prolonged immune activation: results from the SHIVERS cohort study
Wong SS , Oshansky CM , Guo XJ , Ralston J , Wood T , Reynolds G , Seeds R , Newbern C , Waite B , Widdowson MA , Huang QS , Webby RJ , Thomas PG . J Infect Dis 2017 217 (2) 245-256 Background: The immunologic factors underlying severe influenza are poorly understood. To address this, we compared the immune responses of influenza-confirmed hospitalized individuals with severe acute respiratory illness (SARI) to those of non-hospitalized individuals with influenza-like illness (ILI). Methods: Peripheral blood lymphocytes were collected from ILI (N=27) and SARI-patients (N=27) at time of enrollment and then two weeks later. Innate and adaptive cellular immune responses were assessed by flow-cytometry and serum cytokines were assessed by bead-based assay. Results: During the acute phase, SARI was associated with significantly reduced numbers of circulating myeloid dendritic cells, CD192+ monocytes, and influenza-specific CD8+ and CD4+ T-cells compared to ILI. By convalescence however, most SARI cases displayed continued immune activation characterized by increased numbers of CD16+ monocytes and proliferating, and influenza-specific, CD8+ T -cells compared to ILI. SARI was also associated with, reduced amounts of cytokines that regulate T-cell responses (IL4, IL13, IL12, IL10, TNFbeta) and hematopoiesis (IL3, GM-CSF) but increased amounts of a pro-inflammatory cytokine (TNFalpha), chemotactic cytokines (MDC, MCP1, GRO, Fractalkine) and growth-promoting cytokines (PDGFBB/AA, VEGF, EGF) compared to ILI. Conclusions: Severe influenza cases showed a delay in the peripheral immune activation that likely led prolonged inflammation compared to mild influenza. |
Southern Hemisphere Influenza and Vaccine Effectiveness Research and Surveillance
Huang QS , Turner N , Baker MG , Williamson DA , Wong C , Webby R , Widdowson MA . Influenza Other Respir Viruses 2015 9 (4) 179-90 The 2009 influenza A(H1N1)pdm09 pandemic highlighted the need for improved scientific knowledge to support better pandemic preparedness and seasonal influenza control. The Southern Hemisphere Influenza and Vaccine Effectiveness Research and Surveillance (SHIVERS) project, a 5-year (2012-2016) multiagency and multidisciplinary collaboration, aimed to measure disease burden, epidemiology, aetiology, risk factors, immunology, effectiveness of vaccination and other prevention strategies for influenza and other respiratory infectious diseases of public health importance. Two active, prospective, population-based surveillance systems were established for monitoring influenza and other respiratory pathogens among those hospitalized patients with acute respiratory illness and those enrolled patients seeking consultations at sentinel general practices. In 2015, a sero-epidemiological study will use a sample of patients from the same practices. These data will provide a full picture of the disease burden and risk factors from asymptomatic infections to severe hospitalized disease and deaths and related economic burden. The results during the first 2 years (2012-2013) provided scientific evidence to (a) support a change to NZ's vaccination policy for young children due to high influenza hospitalizations in these children; (b) contribute to the revision of the World Health Organization's case definition for severe acute respiratory illness for global influenza surveillance; and (c) contribute in part to vaccine strain selection using vaccine effectiveness assessment in the prevention of influenza-related consultations and hospitalizations. In summary, SHIVERS provides valuable international platforms for supporting seasonal influenza control and pandemic preparedness, and responding to other emerging/endemic respiratory-related infections. |
Catheter-related polymicrobial bloodstream infections among pediatric bone marrow transplant outpatients-Atlanta, Georgia, 2007
Wiersma P , Schillie S , Keyserling H , Watson JR , De A , Banerjee SN , Drenzek CL , Arnold KE , Shivers C , Kendrick L , Ryan LG , Jensen B , Noble-Wang J , Srinivasan A . Infect Control Hosp Epidemiol 2010 31 (5) 522-7 OBJECTIVE: To identify risk factors for polymicrobial bloodstream infections (BSIs) in pediatric bone marrow transplant (BMT) outpatients attending a newly constructed clinic affiliated with a children's hospital. METHODS: All 30 outpatients treated at a new BMT clinic during September 10-21, 2007, were enrolled in a cohort study. The investigation included interviews, medical records review, observations, and bacterial culture and molecular typing of patient and environmental isolates. Data were analyzed using exact conditional logistic regression. RESULTS: Thirteen patients experienced BSIs caused by 16 different, predominantly gram-negative organisms. Presence of a tunneled catheter (odds ratio [OR], 19.9 [95% confidence interval {CI}, 2.4-infinity), catheter access (OR, 13.7 [95% CI, 1.8-infinity]), and flushing of a catheter with predrawn saline (OR, 12.9 [95% CI, 1.0-766.0]) were independently associated with BSI. The odds of experiencing a BSI increased by a factor of 16.8 with each additional injection of predrawn saline (95% CI, 1.8-827.0). Although no environmental source of pathogens was identified, interviews revealed breaches in recommended infection prevention practice and medication handling. Saline flush solutions were predrawn, and multiple doses were obtained from single-dose preservative-free vials to avoid delays in patient care. CONCLUSION: We speculate that infection prevention challenges in the new clinic, combined with successive needle punctures of vials, facilitated extrinsic contamination and transmission of healthcare-associated pathogens. We recommend that preservative-free single-use vials not be punctured more than once. Use of single-use prefilled saline syringes might prevent multiuse of single-use saline vials. Storage of saline outside a medication supply system might be advisable. Before opening new clinic facilities, hospitals should consider conducting a mock patient flow exercise to identify infection control challenges. |
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