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1.
Sci Rep ; 13(1): 22554, 2023 12 18.
Artículo en Inglés | MEDLINE | ID: mdl-38110534

RESUMEN

Diagnostic limitations challenge management of clinically indistinguishable acute infectious illness globally. Gene expression classification models show great promise distinguishing causes of fever. We generated transcriptional data for a 294-participant (USA, Sri Lanka) discovery cohort with adjudicated viral or bacterial infections of diverse etiology or non-infectious disease mimics. We then derived and cross-validated gene expression classifiers including: 1) a single model to distinguish bacterial vs. viral (Global Fever-Bacterial/Viral [GF-B/V]) and 2) a two-model system to discriminate bacterial and viral in the context of noninfection (Global Fever-Bacterial/Viral/Non-infectious [GF-B/V/N]). We then translated to a multiplex RT-PCR assay and independent validation involved 101 participants (USA, Sri Lanka, Australia, Cambodia, Tanzania). The GF-B/V model discriminated bacterial from viral infection in the discovery cohort an area under the receiver operator curve (AUROC) of 0.93. Validation in an independent cohort demonstrated the GF-B/V model had an AUROC of 0.84 (95% CI 0.76-0.90) with overall accuracy of 81.6% (95% CI 72.7-88.5). Performance did not vary with age, demographics, or site. Host transcriptional response diagnostics distinguish bacterial and viral illness across global sites with diverse endemic pathogens.


Asunto(s)
Infecciones Bacterianas , Virosis , Humanos , Virosis/diagnóstico , Virosis/genética , Biomarcadores , Infecciones Bacterianas/diagnóstico , Infecciones Bacterianas/genética , Cambodia , Australia
2.
PLoS Negl Trop Dis ; 10(10): e0004995, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-27711206

RESUMEN

BACKGROUND: Dengue is a frequent cause of acute febrile illness with an expanding global distribution. Since the 1960s, dengue in Sri Lanka has been documented primarily along the heavily urbanized western coast with periodic shifting of serotypes. Outbreaks from 2005-2008 were attributed to a new clade of DENV-3 and more recently to a newly introduced genotype of DENV-1. In 2007, we conducted etiologic surveillance of acute febrile illness in the Southern Province and confirmed dengue in only 6.3% of febrile patients, with no cases of DENV-1 identified. To re-evaluate the importance of dengue as an etiology of acute febrile illness in this region, we renewed fever surveillance in the Southern Province to newly identify and characterize dengue. METHODOLOGY/PRINCIPAL FINDINGS: A cross-sectional surveillance study was conducted at the largest tertiary care hospital in the Southern Province from 2012-2013. A total of 976 patients hospitalized with acute undifferentiated fever were enrolled, with 64.3% male and 31.4% children. Convalescent blood samples were collected from 877 (89.6%). Dengue virus isolation, dengue RT-PCR, and paired IgG ELISA were performed. Acute dengue was confirmed as the etiology for 388 (39.8%) of 976 hospitalizations, with most cases (291, 75.0%) confirmed virologically and by multiple methods. Among 351 cases of virologically confirmed dengue, 320 (91.2%) were due to DENV-1. Acute dengue was associated with self-reported rural residence, travel, and months having greatest rainfall. Sequencing of selected dengue viruses revealed that sequences were most closely related to those described from China and Southeast Asia, not nearby India. CONCLUSIONS/SIGNIFICANCE: We describe the first epidemic of DENV-1 in the Southern Province of Sri Lanka in a population known to be susceptible to this serotype because of prior study. Dengue accounted for 40% of acute febrile illnesses in the current study. The emergence of DENV-1 as the foremost serotype in this densely populated but agrarian population highlights the changing epidemiology of dengue and the need for continued surveillance and prevention.


Asunto(s)
Virus del Dengue/aislamiento & purificación , Dengue/epidemiología , Dengue/virología , Epidemias/estadística & datos numéricos , Monitoreo Epidemiológico , Enfermedad Aguda , Adolescente , Adulto , Anticuerpos Antivirales/sangre , China/epidemiología , Estudios Transversales , Dengue/prevención & control , Virus del Dengue/genética , Virus del Dengue/inmunología , Brotes de Enfermedades , Femenino , Fiebre , Genotipo , Humanos , Inmunoglobulina G/sangre , India/epidemiología , Masculino , Lluvia , Reacción en Cadena en Tiempo Real de la Polimerasa , Población Rural , Análisis de Secuencia de ADN , Sri Lanka/epidemiología , Viaje , Adulto Joven
3.
Emerg Infect Dis ; 18(5): 825-9, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22516455

RESUMEN

We studied rickettsioses in southern Sri Lanka. Of 883 febrile patients with paired serum samples, 156 (17.7%) had acute rickettsioses; rickettsioses were unsuspected at presentation. Additionally, 342 (38.7%) had exposure to spotted fever and/or typhus group rickettsioses and 121 (13.7%) scrub typhus. Increased awareness of rickettsioses and better tests are needed.


Asunto(s)
Fiebre/microbiología , Infecciones por Rickettsia/diagnóstico , Adolescente , Adulto , Anticuerpos Antibacterianos/sangre , Anticuerpos Antibacterianos/inmunología , Niño , Femenino , Humanos , Inmunoglobulina G/sangre , Inmunoglobulina G/inmunología , Masculino , Persona de Mediana Edad , Rickettsia/inmunología , Infecciones por Rickettsia/epidemiología , Sri Lanka/epidemiología , Adulto Joven
4.
Emerg Infect Dis ; 18(2): 256-63, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22304972

RESUMEN

Dengue virus (DENV), a globally emerging cause of undifferentiated fever, has been documented in the heavily urbanized western coast of Sri Lanka since the 1960s. New areas of Sri Lanka are now being affected, and the reported number and severity of cases have increased. To study emerging DENV in southern Sri Lanka, we obtained epidemiologic and clinical data and acute- and convalescent-phase serum samples from patients >2 years old with febrile illness. We tested paired serum samples for DENV IgG and IgM and serotyped virus by using isolation and reverse transcription PCR. We identified acute DENV infection (serotypes 2, 3, and 4) in 54 (6.3%) of 859 patients. Only 14% of patients had clinically suspected dengue; however, 54% had serologically confirmed acute or past DENV infection. DENV is a major and largely unrecognized cause of fever in southern Sri Lanka, especially in young adults.


Asunto(s)
Virus del Dengue/genética , Dengue/epidemiología , Fiebre/virología , Adolescente , Adulto , Anciano , Anticuerpos Antivirales/sangre , Niño , Preescolar , Estudios de Cohortes , Dengue/inmunología , Dengue/virología , Virus del Dengue/clasificación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Tipificación Molecular , Población Rural , Serotipificación , Sri Lanka/epidemiología , Población Suburbana , Adulto Joven
5.
Emerg Infect Dis ; 17(9): 1678-84, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21888794

RESUMEN

To determine the proportion of fevers caused by leptospirosis, we obtained serum specimens and epidemiologic and clinical data from patients in Galle, Sri Lanka, March-October 2007. Immunoglobulin M ELISA was performed on paired serum specimens to diagnose acute (seroconversion or 4-fold titer rise) or past (titer without rise) leptospirosis and seroprevalence (acute). We compared (individually) the diagnostic yield of acute-phase specimens and clinical impression with paired specimens for acute leptospirosis. Of 889 patients with paired specimens, 120 had acute leptosoirosis and 241 had past leptospirosis. The sensitivity and specificity of acute-phase serum specimens were 17.5% (95% confidence interval [CI] 11.2%-25.5%) and 69.2% (95% CI 65.5%-72.7%), respectively, and of clinical impression 22.9% (95% CI 15.4%-32.0%) and 91.7% (95% CI 89.2%-93.8%), respectively. For identifying acute leptospirosis, clinical impression is insensitive, and immunoglobulin M results are more insensitive and costly. Rapid, pathogen-based tests for early diagnosis are needed.


Asunto(s)
Fiebre/epidemiología , Leptospirosis/epidemiología , Enfermedad Aguda , Adolescente , Adulto , Animales , Estudios de Cohortes , Enfermedades Endémicas , Femenino , Fiebre/diagnóstico , Fiebre/microbiología , Humanos , Leptospirosis/complicaciones , Leptospirosis/diagnóstico , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Prospectivos , Sensibilidad y Especificidad , Pruebas Serológicas , Sri Lanka/epidemiología , Adulto Joven , Zoonosis
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