Analyzing Citizens’ and Health Care Professionals’ Searches for Smell/Taste Disorders and Coronavirus in Finland During the COVID-19 Pandemic: Infodemiological Approach Using Database Logs

BackgroundThe COVID-19 pandemic has prevailed over a year, and log and register data on coronavirus have been utilized to establish models for detecting the pandemic. However, many sources contain unreliable health information on COVID-19 and its symptoms, and platforms cannot characterize the users performing searches. Prior studies have assessed symptom searches from general search engines (Google/Google Trends). Little is known about how modeling log data on smell/taste disorders and coronavirus from the dedicated internet databases used by citizens and health care professionals (HCPs) could enhance disease surveillance. Our material and method provide a novel approach to analyze web-based information seeking to detect infectious disease outbreaks.ObjectiveThe aim of this study was (1) to assess whether citizens’ and professionals’ searches for smell/taste disorders and coronavirus relate to epidemiological data on COVID-19 cases, and (2) to test our negative binomial regression modeling (ie, whether the inclusion of the case count could improve the model).MethodsWe collected weekly log data on searches related to COVID-19 (smell/taste disorders, coronavirus) between December 30, 2019, and November 30, 2020 (49 weeks). Two major medical internet databases in Finland were used: Health Library (HL), a free portal aimed at citizens, and Physician’s Database (PD), a database widely used among HCPs. Log data from databases were combined with register data on the numbers of COVID-19 cases reported in the Finnish National Infectious Diseases Register. We used negative binomial regression modeling to assess whether the case numbers could explain some of the dynamics of searches when plotting database logs.ResultsWe found that coronavirus searches drastically increased in HL (0 to 744,113) and PD (4 to 5375) prior to the first wave of COVID-19 cases between December 2019 and March 2020. Searches for smell disorders in HL doubled from the end of December 2019 to the end of March 2020 (2148 to 4195), and searches for taste disorders in HL increased from mid-May to the end of November (0 to 1980). Case numbers were significantly associated with smell disorders (P<.001) and taste disorders (P<.001) in HL, and with coronavirus searches (P<.001) in PD. We could not identify any other associations between case numbers and searches in either database.ConclusionsNovel infodemiological approaches could be used in analyzing database logs. Modeling log data from web-based sources was seen to improve the model only occasionally. However, search behaviors among citizens and professionals could be used as a supplementary source of information for infectious disease surveillance. Further research is needed to apply statistical models to log data of the dedicated medical databases.     

Temporal-spatial characteristics of phase-amplitude coupling in electrocorticogram for human temporal lobe epilepsy

Objective

Neural activity of the epileptic human brain contains low- and high-frequency oscillations in different frequency bands, some of which have been used as reliable biomarkers of the epileptogenic brain areas. However, the relationship between the low- and high-frequency oscillations in different cortical areas during the period from pre-seizure to post-seizure has not been completely clarified.

Maintenance of aquatic training-induced benefits on mobility and lower-extremity muscles among persons with unilateral knee replacement

Valtonen A, Pöyhönen T, Sipilä S, Heinonen A. Maintenance of aquatic training-induced benefits on mobility and lower-extremity muscles among persons with unilateral knee replacement.

Objective

To evaluate the maintenance of observed aquatic training-induced benefits at 12-month follow-up.

Design

Twelve-month follow-up of a randomized controlled study.

Setting

Research laboratory and hospital rehabilitation pool.

Participants

Population-based sample of 55 to 75-year-old women and men 4 to 18 months (on average 10mo) after unilateral knee replacement. Fifty people were willing to participate in the exercise trial and 42 people in the follow-up study.

Intervention

Twelve-month follow-up of 12-week progressive aquatic resistance training, or no intervention.

Main Outcome Measures

Isokinetic knee extensor and flexor power, thigh muscle cross-sectional area (CSA), habitual walking speed, stair ascending time, and sit-to-stand test.

Results

After a 12-month follow-up, a 32% (95% confidence interval [CI], 10–53) training effect in knee extensor power (P=.008) and 50% (95% CI, 9–90) in knee flexor power (P=.005) of the operated knee remained. In muscle CSA, the training-induced benefit had disappeared at the follow-up. All the significant 12-week improvements in habitual walking speed, stair ascending time, and sit-to-stand in the training group compared with controls were lost at follow-up.

Conclusions

After the 12-month follow-up, the 12-week aquatic training-induced benefits in knee extensor and flexor power were maintained, whereas the mobility benefits had disappeared. Aquatic resistance training should be continued at least on some level to maintain the training-induced benefits in mobility.     

NICE guidelines for imaging studies in children with UTI adequate only in boys under the age of 6 months

Purpose

The purpose of this study was to evaluate the applicability of the National Institute for Health and Clinical Excellence (NICE) guidelines for imaging studies in children under the age of three with first urinary tract infection (UTI).

Methods

In our cohort of 112 patients, we gathered data regarding the occurrence of indications for ultrasonography (US) and voiding cystourethrography (VCUG) according to the NICE guidelines, dimercaptosuccinic acid (DMSA) scintigraphy examinations, UTI recurrence, antimicrobial prophylaxis (AMP), anti-reflux procedures, and other urological procedures.

Results

If the NICE guidelines had been applied, 13 of the 25 patients (52 %) with vesicoureteral reflux (VUR), including 6 of the 12 patients (50 %) with dilating VUR and 3 of the 4 patients who underwent endoscopic anti-reflux treatment, would have been missed, and a negative VCUG would have been avoided in 25 of the 42 patients (60 %) with no VUR. None of the missed diagnoses occurred in the younger boys’ group.

Conclusion

Based on these preliminary analyses, we feel that the NICE guidelines for imaging studies in children under 3 years old with UTI may be applicable to clinical use only in boys under 6 months of age. For other patients the guidelines were unsuccessful.     

Tracking and determinants of LDL particle size in healthy children from 7 to 11 years of age: the STRIP Study

Serum low-density lipoprotein (LDL) particle composition varies according to lifestyle and age. To analyze its long-term tracking, we studied LDL particle size consecutively in 100 children at the ages of 7, 9 and 11 years using a high-resolution 3% polyacrylamide gel tube, electrophoresis method, searching also for long-term determinants of the particle size. The mean LDL particle sizes at 7 and 9 years, and at 7 and 11 years correlated directly (r = 0.72 and 0.39, respectively). The probability that children would remain in the same LDL particle size tertile between 7 and 11 years of age was 48% (p = 0.008). Longitudinally, total, high-density lipoprotein (HDL) and LDL cholesterol concentrations and body mass index (BMI) associated directly with mean LDL particle size, and triglyceride concentration and triglyceride/HDL cholesterol ratio correlated inversely. A shift from pre-puberty to puberty was associated with an increase in LDL particle size. Sex, serum insulin concentration, or energy nutrient intakes did not associate with LDL particle size. In conclusion, although mean LDL particle size tracks in 7- to 11-year-old healthy children, changes in serum triglycerides, HDL, LDL, and total cholesterol concentration, BMI, and pubertal status all modify LDL particle size.     

Chiari Malformation in otology practice

The purpose of the study was to evaluate prevalence, characteristic symptoms, and management of Chiari Malformation 1 (CM1).     

Multi-score estimation of catecholamine fluorescence for clinical purposes

Experience accumulated at multi-score semiquantitation of catecholamine fluorescence of glyoxylic acid-treated stretch preparations of human clinical specimens is presented. The methodology and criteria of quantitation are described in detail. For an example, comparison between 3 different methods for analyzing neural-bound noradrenaline in human myocardial tissue in various heart diseases (obtained during the course of cardiac surgery) is presented: Biochemical determination of tissue noradrenaline content multi-score estimation of catecholamine fluorescence of glyoxylic acid-treated stretch preparations microfluorimetric analysis of the same stretch preparations. The results show that the multi-score estimation method gives a reliable concept of the relative amounts of noradrenaline stored in the intrinsic adrenergic nerve net (corresponding closely to the individual and group differences observed at biochemical noradrenaline determination). In addition, possible regional differences, alterations in the structural integrity of the inbuilt intrinsic nerve net, and other structural changes (e.g. pathological catecholamine accumulations) are easily recognized, whereas biochemical estimation cannot give information on structural aspects, which may have important clinical repercussions. Microfluorimetry does not seem suitable for studies on human myocardial specimens for several reasons which are discussed. The method of multi-score estimation of catecholamine fluorescence described and discussed is recommended for other similar and related studies on human clinical materials.     

Outcome of systemic lupus erythematosus. A study of 66 patients over 7 years with special reference to the predictive value of anti-DNA antibody determinations

A cohort of 66 patients with SLE that were thoroughly studied, both clinically and serologically in 1980-81, when they had a mean disease duration of eight years, were evaluated seven years later in order to assess the long-range outcome of the disease. Five patients were lost from follow-up and 12 (20%) died during the follow-up. The estimated 10-year survival was 91%. A total of 30 patients (45%), showed no signs of nephritis at any stage, and in only eight an active nephritis was found during the follow-up. The previous antibody determinations, provided no predictive information regarding the behaviour of the renal manifestations. Arthralgia was the main clinical symptom during the follow-up. Hypertension developed in 23%. At the end of the follow-up the disease was regarded as active in 13% of the patients.