ABSTRACT
To gather national level data on Israeli neonatal HSV (NHSV) infection and to evaluate the distinct clinical characteristics of NHSV and neonatal enteroviral meningitis (NEM). Israeli NHSV patients, hospitalized between January 2015 and April 2022 in 22 medical centers were assessed, together with NEM patients, hospitalized at Sheba Medical Center during the same period. NHSV demographic and clinical characteristics were documented and compared to those of NEM. Eighty-five NHSV (73% males) and 130 NEM (62% males) patients were included. The incidence of NHSV was 5.9/100 000 live births, the common phenotype and HSV type were SEM (53%) and HSV1 (91%), respectively. Horizontal transmission was suspected in 50% cases (of which 67% underwent a Jewish ritual circumcision with direct wound sucking, 33% had relatives with highly suspicious herpetic lesions). Compared with NEM, NHSV tends to present with rash (14% vs. 60%, p-value < 0.01) and seizures (0% vs. 6%, p-value 0.02), while fever, irritability and poor feeding appear more frequently in NEM (94% vs. 18%, p-value < 0.01; 37% vs. 1%, p-value < 0.01; 25% vs. 1%, p-value < 0.01 respectively). Of NEM patients, 28% were treated with acyclovir. Our results mark a decrease in the incidence rate of NHSV in Israel and a prominent mode of horizontal infection acquisition. We underscore the unique localized phenotype of NHSV, in contrast to enterovirus, which tends to cause a systemic disease with constitutional symptoms. These findings should be considered when evaluating the need for comprehensive empirical treatment for HSV in the context of neonatal fever, or according to a certain clinical presentation.
Subject(s)
Herpes Simplex , Humans , Israel/epidemiology , Male , Herpes Simplex/epidemiology , Herpes Simplex/transmission , Female , Infant, Newborn , Incidence , Pregnancy Complications, Infectious/epidemiology , Pregnancy Complications, Infectious/virology , Enterovirus Infections/epidemiology , Enterovirus Infections/virology , Herpesvirus 1, Human , Infectious Disease Transmission, Vertical/statistics & numerical dataABSTRACT
BACKGROUND: To investigate the association of viral load (VL) with (i) tumor necrosis factor-related apoptosis-inducing ligand (TRAIL), interferon gamma-induced protein-10, C-reactive protein, and a combinatorial score (BV score), and (ii) clinical severity. STUDY DESIGN: In this prospective, multicentre cohort substudy, children with respiratory tract infection or fever without source were enrolled. VL for influenza virus, rhinovirus, respiratory syncytial virus, and adenovirus was measured from nasopharyngeal swabs. The reference standard diagnosis was established based on expert panel adjudication. RESULTS: Of 1140 recruited patients, 333 had a virus monodetection. VL for the aggregated data set correlated with TRAIL and IP-10 levels, with the length of oxygen therapy, and inversely with the BV score. At a single viral level, only the influenza VL yielded a correlation with TRAIL, IP-10 levels, and the BV score. Children with a viral reference standard diagnosis had significantly higher VL than those with bacterial infection (p = 0.0005). Low TRAIL (incidence rate ratio [IRR] 0.6, 95% confidence interval [CI] 0.39-0.91) and young age (IRR 0.62, 95% CI 0.49-0.79) were associated with a longer hospital stay, while young age (IRR 0.33, 95% CI 0.18-0.61), low TRAIL (IRR 0.25, 95% CI 0.08-0.76), and high VL (IRR 1.16, 95% CI 1.00-1.33) were predictive of longer oxygen therapy. CONCLUSION: These findings indicate that VL correlates with biomarkers and may serve as a complementary tool pertaining to disease severity.
Subject(s)
Respiratory Syncytial Virus Infections , Respiratory Syncytial Virus, Human , Respiratory Tract Infections , Humans , Child , Infant , Chemokine CXCL10 , Prospective Studies , Viral Load , Ligands , Respiratory Tract Infections/diagnosis , Biomarkers , Patient Acuity , Tumor Necrosis Factor-alpha , OxygenABSTRACT
OBJECTIVES: Vaccination is the primary intervention to prevent influenza infection, yet vaccine uptake remains low among children and other at-risk patients. The aim of the study is to investigate the impact of a paediatric hospital visit with laboratory-confirmed influenza on the influenza vaccination behaviour of participants and their family members in the subsequent influenza season. METHODS: This study compared the influenza vaccination coverage for participants < 18 years of age with a clinical suspicion of influenza in 2017-2018 during a hospital visit, in two subsequent influenza seasons. Data was retrieved from the hospital electronic medical record and a follow-up questionnaire (2018-2019) to ascertain the common reason(s) that families did not vaccinate their children the following year (2018-2019). The children were distributed into positive- (antigen and/or PCR) and negative-influenza groups. RESULTS: A total of 133 children were enrolled in our study. Participants' mean age was 4.6 years and 74 (55.6%) were males. Overall, 47 (35.3%) had confirmed influenza virus. A significant increase in influenza immunization was found among both positive- and negative-influenza participants between 2017-2018 and 2018-2019 (6.4% vs. 27.7%, p < 0.001; 8.1% vs. 29.1%, p < 0.001, respectively), as well as among family members of positive-influenza participants - siblings and parents (6.4% vs. 19.6%, p = 0.003; 0% vs. 17%, p < 0.001, respectively). Common reasons for failure to vaccinate included doubt in vaccine effectiveness, unlikely to get "flu", busy, and side effects. CONCLUSIONS: Our findings suggest that a paediatric hospital visit with laboratory-confirmed influenza increases vaccine uptake among families. Future studies should aim to evaluate evidence-based interventions to improve influenza vaccine uptake among children.
Subject(s)
Influenza Vaccines , Influenza, Human , Child , Child, Preschool , Female , Humans , Male , Family , Hospitals, Pediatric , Influenza, Human/prevention & control , Seasons , VaccinationABSTRACT
OBJECTIVES: Healthcare workers (HCWs) are considered an important target group for the COVID-19 vaccines. The current study assesses the knowledge and attitudes of Israeli HCWs regarding COVID-19 immunization, and how various occupational and demographic factors may underlie COVID-related knowledge and attitudes differences. METHODS: Following a pre-test to validate measures, a cross-sectional online anonymous survey was distributed to HCWs using a snowball sampling method. RESULTS: The survey was completed by 714 participants (mean age 39.9; range 18-74; 447 female), 52% doctors, 32% nurses, and the remainder by paramedical staff. Of the respondents, 553 (77.4%) answered the question are you in favor of getting the COVID-19 vaccine, 105 (14.7%) were not sure, and 56 (7.8%) were not in favor. Doctors had higher odds of agreement as compared to both nurses (p < .025) and paramedical staff (p < .001). Multivariate logistic regression analysis revealed that increased age (OR: 1.075; 95% CI: 1.04-1.11, p < .001), profession (physician vs. nurse; OR: 2.73; 95% CI: 1.32-5.65; p < .007), and getting the current influenza vaccine (OR: 4.96; 95% CI: 2.47-9.95) were significant predictors of agreement. CONCLUSIONS: A high level of HCWs knowledge and in favor attitudes were observed. Yet negative attitudes were also noted, particularly among nurses, paramedical staff, and young employees.
Subject(s)
COVID-19 , Influenza Vaccines , Adult , Attitude , COVID-19/prevention & control , COVID-19 Vaccines , Cross-Sectional Studies , Female , Health Knowledge, Attitudes, Practice , Health Personnel , Humans , Israel , Surveys and Questionnaires , VaccinationABSTRACT
We retrospectively examined the yield of a cerebrospinal fluid (CSF) multiplex real-time PCR assay of febrile young infants undergoing a full sepsis work-up. Eighty infants were included in the study: Forty-nine (61%) neonates and 31 (39%) 29-90 day-old patients were included in the study. A viral pathogen was detected in 59% (47/80) of the samples, human enterovirus in 53% (42/80) and Human parechovirus in 6% (5/80). The CSF of nearly half of the subjects with CNS infection was without pleocytosis; all CSF cultures were negative. Multiplex PCR CSF testing enhances the diagnosis of pathogen-specific viral CNS infection among febrile young infants.
Subject(s)
Central Nervous System Infections/diagnosis , Central Nervous System Infections/virology , Enterovirus/isolation & purification , Fever , Parechovirus/isolation & purification , Real-Time Polymerase Chain Reaction/methods , Virus Diseases/cerebrospinal fluid , Virus Diseases/diagnosis , Central Nervous System Infections/cerebrospinal fluid , Female , Humans , Infant , Infant, Newborn , MaleABSTRACT
BACKGROUND: The introduction of pneumococcal conjugate vaccine-13 (PCV-13) has reduced the burden of invasive pneumococcal disease. OBJECTIVES: To characterize true positive blood cultures of children who presented to our hospital following implementation of the PCV-13 vaccine. METHODS: A retrospective study was conducted on positive blood cultures of children presenting with fever from 2010-2017. Subjects were divided into two age groups: a younger group 3-36 months and an older group 3-18 years. Patients were classified as either having or not having a focus of infection at the time of their bacteremia. Pneumococcal isolates were typed at Israel's Streptococcal Reference Laboratory. RESULTS: The samples included 94 true positive blood cultures. Focal infection with concomitant bacteremia was more common than bacteremia without a focus both overall: 67/94 (71%) vs. 27/94 (28.7%), P <0.001 as well as in the two groups: 32/48 (66%) vs. 16/48 (33%), P = 0.02 in the younger group and 35/46 (76%) vs. 11/46 (24%), P = 0.001 in the older group. Streptococcus pneumoniae was the most common pathogen overall, 27/94 (29%), and in the younger group, 21/48 (44%), but rare in the older group, 6/46 (13%). In the latter, Brucella species predominated, 12/46 (26%), along with Staphylococcus aureus 12/46 (26%). CONCLUSIONS: Our findings are consistent with other studies reporting decreased pneumococcal bacteremia, bacteremia primarily accompanying focal infection, and changing etiological agents among PCV-13-vaccinated children. Brucella species was prominent in older children with osteoarticular infections. Ongoing surveillance is warranted to better understand the implications of PCV-13.
Subject(s)
Bacteremia , Pneumococcal Infections , Pneumococcal Vaccines/administration & dosage , Streptococcus pneumoniae , Vaccination , Adolescent , Bacteremia/epidemiology , Bacteremia/microbiology , Child , Child, Preschool , Female , Hospitalization/statistics & numerical data , Humans , Immunologic Factors/administration & dosage , Incidence , Infant , Israel/epidemiology , Male , Pneumococcal Infections/blood , Pneumococcal Infections/diagnosis , Pneumococcal Infections/epidemiology , Pneumococcal Infections/prevention & control , Retrospective Studies , Streptococcus pneumoniae/drug effects , Streptococcus pneumoniae/isolation & purification , Vaccination/methods , Vaccination/statistics & numerical data , Vaccines, Conjugate/administration & dosageABSTRACT
Respiratory tract infections (RTI) are more commonly caused by viral pathogens in children than in adults. Surprisingly, little is known about antibiotic use in children as compared to adults with RTI. This prospective study aimed to determine antibiotic misuse in children and adults with RTI, using an expert panel reference standard, in order to prioritise the target age population for antibiotic stewardship interventions. We recruited children and adults who presented at the emergency department or were hospitalised with clinical presentation of RTI in The Netherlands and Israel. A panel of three experienced physicians adjudicated a reference standard diagnosis (i.e. bacterial or viral infection) for all the patients using all available clinical and laboratory information, including a 28-day follow-up assessment. The cohort included 284 children and 232 adults with RTI (median age, 1.3 years and 64.5 years, respectively). The proportion of viral infections was larger in children than in adults (209(74%) versus 89(38%), p < 0.001). In case of viral RTI, antibiotics were prescribed (i.e. overuse) less frequently in children than in adults (77/209 (37%) versus 74/89 (83%), p < 0.001). One (1%) child and three (2%) adults with bacterial infection were not treated with antibiotics (i.e. underuse); all were mild cases. This international, prospective study confirms major antibiotic overuse in patients with RTI. Viral infection is more common in children, but antibiotic overuse is more frequent in adults with viral RTI. Together, these findings support the need for effective interventions to decrease antibiotic overuse in RTI patients of all ages.
Subject(s)
Anti-Bacterial Agents/therapeutic use , Antimicrobial Stewardship/standards , Inappropriate Prescribing/statistics & numerical data , Respiratory Tract Infections/drug therapy , Aged , Bacterial Infections/diagnosis , Bacterial Infections/drug therapy , Bacterial Infections/epidemiology , Child, Preschool , Female , Humans , Infant , Israel/epidemiology , Male , Middle Aged , Netherlands/epidemiology , Prospective Studies , Reference Standards , Respiratory Tract Infections/diagnosis , Respiratory Tract Infections/epidemiology , Virus Diseases/diagnosis , Virus Diseases/drug therapy , Virus Diseases/epidemiologyABSTRACT
We prospectively measured pertussis-specific antibodies 9-15 months after delivery in women immunized with tetanus, diphtheria, and acellular pertussis (Tdap) after the 20th week of their recent pregnancy. The Tdap-immunized women (n = 38) exhibited a decline in geometric mean concentrations between their peripartum and follow-up levels for immunoglobulin G to pertussis toxin (21.48 [95% confidence interval, 12.51-36.89] vs 11.72 [7.09-19.37] IU/mL];); filamentous hemagglutinin (185.95 [157.93-218.94] vs 140.33 IU/mL [113.46-173.57] IU/mL); and pertactin (171.52 [120.73-243.67] vs 83.74 [60.58-115.75] IU/mL) (all P < .001). For women immunized with Tdap during late pregnancy, pertussis-specific immunoglobulin G levels decreased significantly 9-15 months after delivery.
Subject(s)
Antibodies, Bacterial/blood , Diphtheria-Tetanus-acellular Pertussis Vaccines/administration & dosage , Diphtheria-Tetanus-acellular Pertussis Vaccines/immunology , Adhesins, Bacterial/immunology , Adult , Bacterial Outer Membrane Proteins/immunology , Female , Humans , Immunoglobulin G/blood , Infant, Newborn , Longitudinal Studies , Middle Aged , Pertussis Toxin/immunology , Pregnancy , Prospective Studies , Time Factors , Virulence Factors, Bordetella/immunology , Young AdultABSTRACT
BACKGROUND: Cow's milk allergy (CMA) is the most common food allergy in infancy. Food allergy is generally triggered through ingestion, but can also be triggered through skin contact. We investigated the incidence and the clinical significance of cow's milk protein (CMP)-induced contact urticaria in individuals with CMA with and without atopic dermatitis (AD). METHODS: A total of 157 children of whom 133 were diagnosed with CMA were participated. The study was based on observational data gathered in the course of patient care, including a skin prick test and a 'finger test', in which cow's milk is applied on the cheek by a physician's finger to detect contact urticaria. RESULTS: Eighty nine of 133 patients (66.9%) had IgE-mediated CMA. Forty of these 89 (44.9%) tested positive in the finger test. Family atopy was higher in those with positive contact urticaria [21/40 (52.5%) vs. 14/49 (28.5%), p = 0.029]. Patients with positive vs. negative CMP contact urticaria had higher incidence of multiple food allergies [20 of 40 (50%) vs. 7/49 (14.3%), p < 0.004]. IgE-mediated CMA patients with AD had statistically higher CMP allergic contact urticaria compared to patients without AD [71% (15/21) vs. 37% (25/68), p = 0.0064]. Children with non-IgE milk allergy and healthy control group did not have contact urticaria to CMP. CONCLUSION: CMP contact urticaria exists only in patients with IgE-mediated CMA. A 'finger test' to CMP should be part of the evaluation of CMA patients, and positivity suggests the potential for multiple food allergies, especially to sesame and egg.
Subject(s)
Dermatitis, Allergic Contact/epidemiology , Dermatitis, Atopic/epidemiology , Milk Hypersensitivity/epidemiology , Urticaria/epidemiology , Child, Preschool , Cross Reactions , Dermatitis, Allergic Contact/complications , Dermatitis, Allergic Contact/immunology , Dermatitis, Atopic/complications , Dermatitis, Atopic/immunology , Diagnostic Tests, Routine , Female , Humans , Immunoglobulin E/blood , Incidence , Infant , Israel , Male , Milk Hypersensitivity/complications , Milk Hypersensitivity/immunology , Skin Tests , Urticaria/complications , Urticaria/immunologyABSTRACT
Pelvic inflammatory disease (PID) is a common disorder affecting sexually active adolescents. The Centers for Disease Control and Prevention (CDC) and European CDC report Chlamydia trachomatis as the most common sexually transmitted infection and one of the main etiological agents causing PID. C. trachomatis' and PID's high prevalence may be attributed to multiple factors including high-risk sexual behaviors, sensitive laboratory diagnostics (polymerase chain reaction), and the introduction of chlamydia screening programs. The pathogenesis of C. trachomatis infection is complex with recent data highlighting the role of toll-like receptor 2 and four in the mediation of the inflammatory cascade. The authors review the etiology of the disease, explore its pathogenesis, and discuss a variety of strategies that may be implemented to reduce the prevalence of C. trachomatis including: (a) behavioral risk reduction, (b) effective screening of asymptomatic females, (c) targeted male screening, (d) implementation of a sensitive, rapid, self-administered point-of-care testing, and (e) development of an effective vaccine.
Subject(s)
Chlamydia Infections/diagnosis , Chlamydia trachomatis , Mass Screening/methods , Pelvic Inflammatory Disease/etiology , Safe Sex , Sexually Transmitted Diseases/diagnosis , Adolescent , Adolescent Behavior , Chlamydia Infections/epidemiology , Chlamydia Infections/prevention & control , Female , Humans , Male , Pelvic Inflammatory Disease/diagnosis , Pelvic Inflammatory Disease/prevention & control , Prevalence , Sexually Transmitted Diseases/prevention & control , Toll-Like Receptor 2ABSTRACT
The most common infectious causes of genital ulcers are herpes simplex virus and syphilis. However, mixed infections can occur and genital ulcer may increase the risk of acquiring human immunodeficiency virus. Although the history and physical examination can narrow the differential diagnosis, there is a need for initial routine laboratory testing for the most common pathogens that includes: for syphilis: serologic screening and dark field examination of the lesion; for herpes simplex virus: serology, vial culture and/or polymerase chain reaction. Human immunodeficiency testing is mandatory. Recently, some clinical laboratories adapted the reverse screening algorithm for syphilis (initial treponemal test, and, if positive, followed by non-treponemal test) that may potentially lead to overtreatment. Early and prompt therapy may decrease the risk of transmission of the infectious agent to others. This article reviews the infectious pathogens causing genital ulcers, their unique clinical manifestation, diagnosis and treatment.
Subject(s)
Genital Diseases, Female/epidemiology , Genital Diseases, Male/epidemiology , Ulcer/epidemiology , Diagnosis, Differential , Female , Genital Diseases, Female/diagnosis , Genital Diseases, Female/etiology , Genital Diseases, Male/diagnosis , Genital Diseases, Male/etiology , Herpes Genitalis/diagnosis , Herpes Genitalis/epidemiology , Humans , Male , Mass Screening/methods , Syphilis/diagnosis , Syphilis/epidemiology , Ulcer/diagnosis , Ulcer/etiologyABSTRACT
OBJECTIVE: Determining infection etiology can be difficult because viral and bacterial diseases often manifest similarly. A host protein test that computationally integrates the circulating levels of TNF-related apoptosis-induced ligand, interferon γ-induced protein-10, and C-reactive protein to differentiate between bacterial and viral infection (called MMBV) demonstrated high performance in multiple prospective clinical validation studies. Here, MMBV's diagnostic accuracy is evaluated in febrile children for whom physicians were uncertain about etiology when applied at the physician's discretion. METHODS: Patients aged 3 months to 18 years were retrospectively recruited (NCT03075111; SPIRIT study; 2014-2017). Emergency department physician's etiological suspicion and certainty level were recorded in a questionnaire at blood-draw. MMBV results are based on predefined score thresholds: viral/non-bacterial etiology (0 ≤ score <35), equivocal (35 ≤ score ≤65), and bacterial or coinfection (65 < score ≤100). Reference standard etiology (bacterial/viral/indeterminate) was adjudicated by 3 independent experts based on all available patient data. Experts were blinded to MMBV. MMBV and physician's etiological suspicion were assessed against the reference standard. RESULTS: Of 3003 potentially eligible patients, the physicians were uncertain about infection etiology for 736 of the cases assigned a reference standard (128 bacterial, 608 viral). MMBV performed with sensitivity 89.7% (96/107; 95% confidence interval 82.4-94.3) and specificity 92.6% (498/538; 95% confidence interval 90.0-94.5), significantly outperforming physician's etiological suspicion (sensitivity 49/74 = 66.2%, specificity 265/368 = 72.0%; P < .0001). MMBV equivocal rate was 12.4% (91/736). CONCLUSIONS: MMBV was more accurate in determining etiology compared with physician's suspicion and had high sensitivity and specificity according to the reference standard.
Subject(s)
Bacterial Infections , Child , Humans , Prospective Studies , Retrospective Studies , Sensitivity and Specificity , Bacterial Infections/diagnosis , C-Reactive ProteinABSTRACT
BACKGROUND: Worldwide rotavirus vaccination has resulted in a substantial decrease in rotavirus-induced severe gastroenteritis and related hospitalizations among children. Still, the characterization of patients warranting hospitalization needs to be further elucidated. The purpose of the study is to compare the clinical and laboratory features of children hospitalized with acute rotavirus infection before and after the introduction of routine vaccination. METHODS: This is a retrospective observational study. Participants were pediatric patients who presented to the Bnai Zion Medical Center pediatric emergency department and were diagnosed with rotavirus acute gastroenteritis between 2017 and 2019. RESULTS: During the pre-vaccination period (2007-2009), 114 infants and young children (median age: 14 months, range: 1-72 months; 59 male, 55 female) were hospitalized for rotavirus-induced acute gastroenteritis with a rate of 11.71 positive rotavirus tests per 1000 emergency room visits. In the post-vaccination period (2012-2019), 168 infants and young children (median age: 17 months, range: 0-84 months; 90 male, 78 female) were hospitalized with a rate of 4.18 positive rotavirus tests per 1000 emergency room visits. There were no statistical differences between the two groups in gender, breast-feeding rates and sibling(s). The proportion of cases with moderate-to-severe dehydration was higher in the post-vaccination children than in the pre-vaccination children. CONCLUSIONS: Rates of rotavirus-attributed acute gastroenteritis hospitalizations declined from the pre- to the post-vaccination period. Higher rates of dehydration were found in the post-vaccination children. Ongoing surveillance is warranted to better understand the implications of the vaccine.
Subject(s)
Gastroenteritis , Rotavirus Infections , Rotavirus Vaccines , Rotavirus , Child , Child, Preschool , Dehydration , Female , Gastroenteritis/epidemiology , Gastroenteritis/prevention & control , Hospitalization , Humans , Infant , Israel/epidemiology , Male , Rotavirus Infections/epidemiology , Rotavirus Infections/prevention & control , VaccinationABSTRACT
Background and objectives: Adenovirus causes acute respiratory illness that can mimic bacterial infection, making it challenging to differentiate adenoviral infection from adenoviral-bacterial co-infection. A host-protein score (BV score) for differentiating bacterial from viral infection that combines the expression levels of TNF-related apoptosis-induced ligand, interferon gamma-induced protein-10, and C-reactive protein exhibited a negative predictive value (NPV) of 98% in prior studies. Here we evaluate BV score's diagnostic accuracy in pediatrics with adenovirus PCR detection. Methods: This is a sub-analysis of children aged 3 months to 20 years with adenovirus PCR-positive infection recruited prospectively in two previous cohort studies. Reference standard diagnosis (bacterial, viral or indeterminate) was based on expert adjudication. BV score ranges from 0 to 100 and provides three results based on predefined cutoffs: viral or other non-bacterial etiology (0 ≤ score < 35), equivocal (35 ≤ score ≤ 65), and bacterial or co-infection (65 < score ≤ 100). Experts were blinded to BV results. Results: Out of 1,779 children, 142 had an adenovirus PCR-positive nasopharyngeal swab. Median age was 1.2 years (interquartile range 0.6-1.8), 50.7% were male and 52.8% were hospitalized. 12 cases were reference standard bacterial, 115 reference standard viral and 15 were indeterminate. BV score attained sensitivity of 100.0% (no false negatives), specificity of 89.5% (95% confidence interval: 83.2-95.8), and NPV of 100.0% (92.6-100.0). Equivocal rate was 19.7%. Conclusions: BV score accurately differentiated between adenoviral and bacterial-adenoviral co-infection in this cohort of children with PCR-positive adenovirus detection. This performance supports a potential to improve appropriate antibiotic use.
ABSTRACT
OBJECTIVES: Identifying infection aetiology is essential for appropriate antibiotic use. Previous studies have shown that a host-protein signature consisting of TNF-related apoptosis-induced ligand (TRAIL), interferon-γ-induced protein-10 (IP-10), and C-reactive protein (CRP) can accurately differentiate bacterial from viral infections. METHODS: This prospective, multicentre cohort study, entitled AutoPilot-Dx, aimed to validate signature performance and to estimate its potential impact on antibiotic use across a broad paediatric population (>90 days to 18 years) with respiratory tract infections, or fever without source, at emergency departments and wards in Italy and Germany. Infection aetiology was adjudicated by experts based on clinical and laboratory investigations, including multiplex PCR and follow-up data. RESULTS: In total, 1140 patients were recruited (February 2017-December 2018), of which 1008 met the eligibility criteria (mean age 3.5 years, 41.9% female). Viral and bacterial infections were adjudicated for 628 (85.8%) and 104 (14.2%) children, respectively; 276 patients were assigned an indeterminate reference standard outcome. For the 732 children with reference standard aetiology, the signature discriminated bacterial from viral infections with a sensitivity of 93.7% (95%CI 88.7-98.7), a specificity of 94.2% (92.2-96.1), positive predictive value of 73.0% (65.0-81.0), and negative predictive value of 98.9% (98.0-99.8); in 9.8% the test results were equivocal. The signature performed consistently across different patient subgroups and detected bacterial immune responses in viral PCR-positive patients. CONCLUSIONS: The findings validate the high diagnostic performance of the TRAIL/IP-10/CRP signature in a broad paediatric cohort, and support its potential to reduce antibiotic overuse in children with viral infections.
Subject(s)
Bacterial Infections , Virus Diseases , Anti-Bacterial Agents/therapeutic use , Apoptosis , Bacterial Infections/microbiology , Biomarkers , C-Reactive Protein/analysis , Chemokine CXCL10 , Child , Child, Preschool , Cohort Studies , Diagnosis, Differential , Female , Humans , Ligands , Male , Prospective Studies , Virus Diseases/diagnosisABSTRACT
BACKGROUND: The ability to accurately distinguish bacterial from viral infection would help clinicians better target antimicrobial therapy during suspected lower respiratory tract infections (LRTI). Although technological developments make it feasible to rapidly generate patient-specific microbiota profiles, evidence is required to show the clinical value of using microbiota data for infection diagnosis. In this study, we investigated whether adding nasal cavity microbiota profiles to readily available clinical information could improve machine learning classifiers to distinguish bacterial from viral infection in patients with LRTI. RESULTS: Various multi-parametric Random Forests classifiers were evaluated on the clinical and microbiota data of 293 LRTI patients for their prediction accuracies to differentiate bacterial from viral infection. The most predictive variable was C-reactive protein (CRP). We observed a marginal prediction improvement when 7 most prevalent nasal microbiota genera were added to the CRP model. In contrast, adding three clinical variables, absolute neutrophil count, consolidation on X-ray, and age group to the CRP model significantly improved the prediction. The best model correctly predicted 85% of the 'bacterial' patients and 82% of the 'viral' patients using 13 clinical and 3 nasal cavity microbiota genera (Staphylococcus, Moraxella, and Streptococcus). CONCLUSIONS: We developed high-accuracy multi-parametric machine learning classifiers to differentiate bacterial from viral infections in LRTI patients of various ages. We demonstrated the predictive value of four easy-to-collect clinical variables which facilitate personalized and accurate clinical decision-making. We observed that nasal cavity microbiota correlate with the clinical variables and thus may not add significant value to diagnostic algorithms that aim to differentiate bacterial from viral infections.
Subject(s)
Bacterial Infections , Microbiota , Respiratory Tract Infections , Virus Diseases , Bacterial Infections/drug therapy , C-Reactive Protein/metabolism , Humans , Nose/microbiology , Respiratory Tract Infections/drug therapy , Virus Diseases/diagnosisABSTRACT
The aim of our study was to evaluate the long-term outcomes of pediatric migraine and TTH in a clinical setting. We conducted a cohort study. Pediatric patients who visited the pediatric neurology clinic due to diagnoses of migraine or TTH were contacted by phone 8-10 years after their initial diagnosis and interviewed about their outcomes. Of 147 children, we were able to reach 120 (81%) patients. Of these 120 patients, 59 were seen initially due to migraine and 61 due to TTH. For the migraine patients, headaches improved in 48 (81.4%) and worsened in four (6.8%). Regarding diagnosis at follow-up, 59% still had migraine, 17% had TTH, and 23% were headache-free. Aura and photophobia were significantly associated with persistence of a migraine diagnosis. For the TTH patients, headaches improved in 49 (81.7%) and worsened in nine (15.0%). Regarding diagnosis at follow-up, 36.7% still had TTH, 18.3% had migraine, and 45% were headache-free. Of the patients with TTH, 36.7% retained their initial diagnosis compared to 59.3% among the migraine patients. Most pediatric patients presenting with migraine or TTH will experience a favorable outcome over 10 years, with TTH patients having twice the chance of complete resolution.