Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 10 de 10
Filter
1.
J Rheumatol ; 51(6): 577-586, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38490667

ABSTRACT

OBJECTIVE: To conduct an environmental scan and appraisal of online patient resources to support rheumatoid arthritis (RA) flare self-management. METHODS: We used the Google search engine (last search March 2023) using the terms "rheumatoid arthritis" and "flare management." Additional searches targeted major arthritis organizations, as well as regional, national, and international resources. Appraisal of the resources was conducted by 2 research team members and 1 patient partner to assess the understandability and actionability of the resource using the Patient Education Materials Assessment Tool (PEMAT). Resources rating ≥ 60% in both domains by either the research team or the patient partner were further considered for content review. During content review, resources were excluded if they contained product advertisements, inaccurate information, or use of noninclusive language. If content review criteria were met, resources were designated as "highly recommended" if both patient partners and researchers' PEMAT ratings were ≥ 60%. If PEMAT ratings were divergent and had a rating ≥ 60% from only 1 group of reviewers, the resource was designated "acceptable." RESULTS: We identified 44 resources; 12 were excluded as they did not pass the PEMAT assessment. Fourteen resources received ratings ≥ 60% on understandability and actionability from both researchers and patient partners; 10 of these were retained following content review as "highly recommended" flare resources. Of the 18 divergent PEMAT ratings, 8 resources were retained as "acceptable" following content review. CONCLUSION: There is high variability in the actionability and understandability of online RA flare materials; only 23% of resources were highly recommended by researchers and patient partners.


Subject(s)
Arthritis, Rheumatoid , Patient Education as Topic , Symptom Flare Up , Arthritis, Rheumatoid/therapy , Humans , Patient Education as Topic/methods , Internet , Self-Management/methods
2.
PLOS Glob Public Health ; 3(7): e0001950, 2023.
Article in English | MEDLINE | ID: mdl-37494331

ABSTRACT

Poor access to diagnostic testing in resource limited settings restricts surveillance for emerging infections, such as dengue virus (DENV), to clinician suspicion, based on history and exam observations alone. We investigated the ability of machine learning to detect DENV based solely on data available at the clinic visit. We extracted symptom and physical exam data from 6,208 pediatric febrile illness visits to Kenyan public health clinics from 2014-2019 and created a dataset with 113 clinical features. Malaria testing was available at the clinic site. DENV testing was performed afterwards. We randomly sampled 70% of the dataset to develop DENV and malaria prediction models using boosted logistic regression, decision trees and random forests, support vector machines, naïve Bayes, and neural networks with 10-fold cross validation, tuned to maximize accuracy. 30% of the dataset was reserved to validate the models. 485 subjects (7.8%) had DENV, and 3,145 subjects (50.7%) had malaria. 220 (3.5%) subjects had co-infection with both DENV and malaria. In the validation dataset, clinician accuracy for diagnosis of malaria was high (82% accuracy, 85% sensitivity, 80% specificity). Accuracy of the models for predicting malaria diagnosis ranged from 53-69% (35-94% sensitivity, 11-80% specificity). In contrast, clinicians detected only 21 of 145 cases of DENV (80% accuracy, 14% sensitivity, 85% specificity). Of the six models, only logistic regression identified any DENV case (8 cases, 91% accuracy, 5.5% sensitivity, 98% specificity). Without diagnostic testing, interpretation of clinical findings by humans or machines cannot detect DENV at 8% prevalence. Access to point-of-care diagnostic tests must be prioritized to address global inequities in emerging infections surveillance.

3.
PLoS Negl Trop Dis ; 14(6): e0008362, 2020 06.
Article in English | MEDLINE | ID: mdl-32559197

ABSTRACT

Arboviruses are among the most important emerging pathogens due to their increasing public health impact. In Kenya, continued population growth and associated urbanization are conducive to vector spread in both urban and rural environments, yet mechanisms of viral amplification in vector populations is often overlooked when assessing risks for outbreaks. Thus, the characterization of local arbovirus circulation in mosquito populations is imperative to better inform risk assessments and vector control practices. Aedes species mosquitoes were captured at varying stages of their life cycle during different seasons between January 2014 and May 2016 at four distinct sites in Kenya, and tested for chikungunya (CHIKV), dengue (DENV) and Zika (ZIKV) viruses by RT-PCR. CHIKV was detected in 45 (5.9%) and DENV in 3 (0.4%) mosquito pools. No ZIKV was detected. Significant regional variation in prevalence was observed, with greater frequency of CHIKV on the coast. DENV was detected exclusively on the coast. Both viruses were detected in immature mosquitoes of both sexes, providing evidence of transovarial transmission of these arboviruses in local mosquitoes. This phenomenon may be driving underlying viral maintenance that may largely contribute to periodic re-emergence among humans in Kenya.


Subject(s)
Chikungunya Fever/transmission , Chikungunya virus/isolation & purification , Culicidae/virology , Dengue Virus/isolation & purification , Dengue/transmission , Aedes/physiology , Aedes/virology , Animals , Arboviruses , Chikungunya Fever/epidemiology , Chikungunya Fever/virology , Culicidae/physiology , Dengue/epidemiology , Dengue/virology , Female , Humans , Kenya/epidemiology , Life Cycle Stages , Male , Zika Virus , Zika Virus Infection/virology
4.
Am J Trop Med Hyg ; 98(4): 1046-1050, 2018 04.
Article in English | MEDLINE | ID: mdl-29488456

ABSTRACT

Streptococcus pneumoniae (SP) is a leading cause of child mortality globally, killing around half a million children aged 5 years and less per year. Nasopharyngeal carriage of SP is a prerequisite to disease, and the prevalence of colonization reaches 100% within the first few years of life. Serotype prevalence varies geographically, impacting the serotype coverage of pneumococcal vaccines, and serotype prevalence data are limited from large regions of the world, including sub-Saharan Africa. We enrolled 323 unvaccinated children, aged 4-7 years from coastal Kenya and obtained nasopharyngeal swab samples before and after vaccination with the 10-valent pneumococcal vaccine. Vaccination did not reduce the overall prevalence of pneumococcal carriage in our cohort, with 65 (20%) children colonized before vaccination and 63 (19.4%) colonized postvaccination. However, the prevalence of vaccine-included serotypes (vaccine strains) declined from 43% to 19% of positive swabs, whereas non-vaccine serotypes increased from 46% to 73%. This study contributes to the few data available regarding pneumococcal carriage and serotype prevalence in Kenya and is in concordance with reports of dynamic serotype replacement, driven by vaccine pressure.


Subject(s)
Pneumococcal Infections/epidemiology , Pneumococcal Vaccines/administration & dosage , Streptococcus pneumoniae/immunology , Vaccination , Carrier State/epidemiology , Child , Child, Preschool , Cohort Studies , Humans , Kenya/epidemiology , Nasopharynx/microbiology , Pneumococcal Infections/microbiology , Pneumococcal Infections/prevention & control , Prevalence , Serogroup , Streptococcus pneumoniae/genetics
5.
Open Forum Infect Dis ; 5(1): ofx234, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29308412

ABSTRACT

BACKGROUND: Chikungunya virus (CHIKV) is a re-emerging arboviral pathogen. In 2014, an explosive CHIKV outbreak occurred in Grenada, West Indies, infecting approximately 60% of the population. In approximately 50% of cases, CHIKV infection transitions to painful arthralgia that can persist for years. Elucidation of the risk factors for chronic disease is imperative to the development of effective risk management strategies and specific therapeutics. METHODS: We conducted a cross-sectional study of 240 people who were tested for CHIKV during the outbreak. We administered questionnaires to examine demographic, behavioral, psychological, social, and environmental factors to identify associations with chronic disease. Physical examinations were performed and persistent symptoms were recorded. RESULTS: Ethnicity and socioeconomic status were not associated with risk of chronic joint pain. Female sex increased risk, and age was demonstrated to be predictive of chronic CHIKV sequelae. Mosquito avoidance behaviors did not reduce risk. Patients suffering joint pains, generalized body ache, and weakness in the extremities during acute infection were more likely to develop chronic arthralgia, and an increased duration of acute disease also increased risk. CONCLUSIONS: These data demonstrate that chronic CHIKV affects people across the ethnic and socioeconomic spectrum, and it is not reduced by vector avoidance activity. Increased duration of acute symptoms, in particular acute joint pain, was strongly correlated with the risk of persistent arthralgia, thus effective clinical management of acute CHIKV disease could reduce burden of chronic CHIKV.

6.
Emerg Infect Dis ; 23(11): 1915-1917, 2017 11.
Article in English | MEDLINE | ID: mdl-29048283

ABSTRACT

We detected a cluster of dengue virus infections in children in Kenya during July 2014-June 2015. Most cases were serotype 1, but we detected all 4 serotypes, including co-infections with 2 serotypes. Our findings implicate dengue as a cause of febrile illness in this population and highlight a need for robust arbovirus surveillance.


Subject(s)
Dengue Virus/immunology , Dengue/virology , Adolescent , Child , Child, Preschool , Cohort Studies , Coinfection , Dengue/epidemiology , Dengue Virus/isolation & purification , Female , Fever , Humans , Infant , Kenya/epidemiology , Male
7.
Open Forum Infect Dis ; 4(3): ofx110, 2017.
Article in English | MEDLINE | ID: mdl-28702473

ABSTRACT

BACKGROUND: In sub-Saharan Africa, malaria is frequently overdiagnosed as the cause of an undifferentiated febrile illness, whereas arboviral illnesses are presumed to be underdiagnosed. METHODS: Sera from 385 febrile Kenyan children, who presented to 1 of 4 clinical sites, were tested using microscopy and real-time molecular assays for dengue virus (DENV), chikungunya virus (CHIKV), malaria, and Leptospira. RESULTS: Malaria was the primary clinical diagnosis for 254 patients, and an arboviral infection (DENV or CHIKV) was the primary diagnosis for 93 patients. In total, 158 patients (41.0%) had malaria and 32 patients (8.3%) had CHIKV infections. Compared with real-time polymerase chain reaction, microscopy demonstrated a percent positive agreement of 49.7%. The percentage of malaria cases detected by microscopy varied significantly between clinical sites. Arboviral infections were the clinical diagnosis for patients on the Indian Ocean coast (91 of 238, 38.2%) significantly more often than patients in the Lake Victoria region (2 of 145, 1.4%; P < .001). However, detection of CHIKV infections was significantly higher in the Lake Victoria region (19 of 145 [13.1%] vs 13 of 239 [5.4%]; P = .012). CONCLUSIONS: The clinical diagnosis of patients with an acute febrile illness, even when aided by microscopy, remains inaccurate in malaria-endemic areas, contributing to inappropriate management decisions.

8.
Am J Trop Med Hyg ; 97(1): 121-124, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28719301

ABSTRACT

O'nyong-nyong virus (ONNV), an alphavirus closely related to chikungunya virus (CHIKV), has been the documented cause of two large outbreaks in east Africa; however, little is known about the contribution of ONNV to cases of acute febrile illness during interepidemic periods. An ONNV real-time reverse transcription polymerase chain reaction (rRT-PCR) was developed and evaluated using clinical and mosquito pool samples. The ONNV rRT-PCR linear range extended from 8.0 to 2.0 log10 copies/µL, and the lower limit of 95% detection was 22.4 copies/µL. No cases of ONNV infection were identified in serum from 385 Kenyan children who presented with an acute febrile illness. Additionally, ONNV was not detected in 120 mosquito pools collected in coastal and western Kenya. The ONNV rRT-PCR demonstrated good analytical sensitivity when performed in monoplex or as a component of an ONNV-CHIKV duplex assay. This assay should provide a useful diagnostic for the detection of ONNV in surveillance studies.


Subject(s)
Alphavirus Infections/genetics , Anopheles/virology , O'nyong-nyong Virus/genetics , O'nyong-nyong Virus/isolation & purification , Seizures, Febrile/virology , Adolescent , Africa, Eastern , Alphavirus Infections/virology , Animals , Child , Child, Preschool , Female , Humans , Infant , Male , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
9.
Pediatrics ; 139(4)2017 Apr.
Article in English | MEDLINE | ID: mdl-28302673

ABSTRACT

BACKGROUND AND OBJECTIVE: Streptococcus pneumoniae is a leading cause of mortality before age 5, but few studies examine details of childhood response to pneumococcal vaccine in less-developed settings. Although malnutrition, HIV, and concurrent infections can impair response, evidence suggests that chronic parasitic infections can also contribute to poor vaccination results. The objective of this study was to determine whether response to pneumococcal vaccine varied among children either exposed to parasitic infections in utero, previously infected in infancy, or infected at the time of immunization. METHODS: Children from a 2006 to 2010 maternal-infant cohort were eligible for the current study. Children were screened for malaria, schistosomiasis, filariasis, intestinal helminths, and protozoa. Data on in utero exposure and early life infections were linked, and baseline antipneumococcal immunoglobulin G levels and nasopharyngeal carrier status were determined. Participants received decavalent pneumococcal vaccine, and 4 weeks later, serology was repeated to assess vaccine response. RESULTS: A total of 281 children were included. Preimmunity was associated with greater postvaccination increments in anti-pneumococcal polysaccharide immunoglobulin G, especially serotypes 4, 7, 9, 18C, and 19. Present-day growth stunting was independently associated with weaker responses to 1, 4, 6B, 7, 9V, and 19. Previous exposure to Trichuris was associated with stronger responses to 1, 5, 6B, 7, 18C, and 23, but other parasite exposures were not consistently associated with response. CONCLUSIONS: In our cohort, hyporesponsiveness to pneumococcal conjugate vaccine was associated with growth stunting but not parasite exposure. Parasite-related vaccine response deficits identified before age 3 do not persist into later childhood.


Subject(s)
Parasitic Diseases/immunology , Pneumococcal Vaccines/immunology , Streptococcus pneumoniae/immunology , Vaccines, Conjugate/immunology , Animals , Antibodies, Bacterial/blood , Child , Child, Preschool , Female , Humans , Immunoglobulin G/blood , Infant , Male , Parasites , Pneumococcal Infections/prevention & control
10.
PLoS One ; 10(11): e0142773, 2015.
Article in English | MEDLINE | ID: mdl-26566142

ABSTRACT

Streptococcus pneumoniae (Spn) is a major causative organism of empyema, an inflammatory condition occurring in the pleural sac. In this study, we used human and Spn cDNA microarrays to characterize the transcriptional responses occurring during initial contact between Spn and a human pleural mesothelial cell line (PMC) in vitro. Using stringent filtering criteria, 42 and 23 Spn genes were up-and down-regulated respectively. In particular, genes encoding factors potentially involved in metabolic processes and Spn adherence to eukaryotic cells were up-regulated e.g. glnQ, glnA, aliA, psaB, lytB and nox. After Spn initial contact, 870 human genes were differentially regulated and the largest numbers of significant gene expression changes were found in canonical pathways for eukaryotic initiation factor 2 signaling (60 genes out of 171), oxidative phosphorylation (32/103), mitochondrial dysfunction (37/164), eIF4 and p70S6K signaling (28/142), mTOR signaling (27/182), NRF2-mediated oxidative stress response (20/177), epithelial adherens junction remodeling (11/66) and ubiquitination (22/254). The cellular response appeared to be directed towards host cell survival and defense. Spn did not activate NF-kB or phosphorylate p38 MAPK or induce cytokine production from PMC. Moreover, Spn infection of TNF-α pre-stimulated PMC inhibited production of IL-6 and IL-8 secretion by >50% (p<0.01). In summary, this descriptive study provides datasets and a platform for examining further the molecular mechanisms underlying the pathogenesis of empyema.


Subject(s)
Empyema/microbiology , Epithelium/metabolism , Epithelium/microbiology , Gene Expression Regulation , Pneumococcal Infections/microbiology , Streptococcus pneumoniae/genetics , Algorithms , Cell Adhesion , Cell Line , Cytokines/metabolism , DNA, Complementary/metabolism , Epithelial Cells/metabolism , Gene Expression Profiling , Humans , Inflammation , Oligonucleotide Array Sequence Analysis , Phosphorylation , Pneumococcal Infections/genetics , RNA, Messenger/metabolism , Signal Transduction , Transcriptome , Up-Regulation , p38 Mitogen-Activated Protein Kinases/metabolism
SELECTION OF CITATIONS
SEARCH DETAIL
...