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Nevin Manimala Statistics

Characterising experiences with acute myeloid leukaemia using an Instagram content analysis

PLoS One. 2021 May 3;16(5):e0250641. doi: 10.1371/journal.pone.0250641. eCollection 2021.

ABSTRACT

Instagram has more than one billion monthly users, which presents a unique research opportunity particularly in rare diseases or hard to reach populations. This study focuses on acute myeloid leukaemia, a rare haematological malignancy and aims to characterise who posts acute myeloid leukaemia-related content and the type of content created. The findings can provide information and a method for future studies, particularly those focused on online or social media based interventions. Acute myeloid leukaemia-related Instagram posts were identified by searching specific and relevant hashtags (#). A content analysis systematically classified themes in the data. A convenience sample of 100 posts (138 photos) were manually extracted and coded. Data are described using descriptive statistics and demonstrated by qualitative examples. The most frequent users in our sample were patients (66%), patient support networks (24%) and professional organisations (10%). Patients who were communicating their health update (31%) were the most frequently posted content and 25% of these posts described a symptom experience. Our findings demonstrate that patients and their support networks are frequenting Instagram and therefore may be able to receive and benefit from tailored intervention, however there is an identified gap in health-organisations participating in this virtual online community.

PMID:33939746 | DOI:10.1371/journal.pone.0250641

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Nevin Manimala Statistics

Depression and its determinants among adolescents in Jimma town, Southwest Ethiopia

PLoS One. 2021 May 3;16(5):e0250927. doi: 10.1371/journal.pone.0250927. eCollection 2021.

ABSTRACT

OBJECTIVES: To determine the prevalence and socio-demographic and parental-related factors of depression among school adolescents in Jimma town, southwest Ethiopia.

METHODS: Using a cross-sectional survey, 546 school adolescents were screened for depression using the patient health questionnaire (PHQ-9) from five randomly selected public and private schools. Oslo social support scale, adverse childhood experience tool, and socio-demographic questionnaire were used to gather data on risk factors. Linear regression analysis was used, and unstandardized beta (β) coefficients with 95% confidence intervals (CI) were reported to declare statistical significance.

RESULTS: A total of 546 adolescents participated in the study, with a response rate of 97.3%. The mean (±SD) age of participants was 16.8 ± 1.3 years. The majority (81%) of the adolescents were attending day classes at public schools. The prevalence of depression was found to be 28% using the patient health questionnaire. Based on the PHQ-9 depression severity scale, 18.5% and 8.2% of the adolescent had moderate and moderate to severe depression while 1.3% had severe depression. In the final multivariate linear regression analysis, it was found that sex, rural residence, low social support, being in higher grade level, and adverse childhood experience were found to be independently associated with a higher score of depression.

CONCLUSION: One in three adolescents was found to have a depressive syndrome. We recommend schools to integrate school mental health service that contains routine screening and intervention services. Moreover, efforts are needed to sensitize and educate the communities on child protection, social support, and safeguarding to effectively tackle the magnitude of adolescent depression.

PMID:33939748 | DOI:10.1371/journal.pone.0250927

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The development and validation of a multivariable model to predict the bleeding risk score for patients with non-valvular atrial fibrillation using direct oral anticoagulants in the Arab population

PLoS One. 2021 May 3;16(5):e0250502. doi: 10.1371/journal.pone.0250502. eCollection 2021.

ABSTRACT

BACKGROUND: Frequently used models, such as the HAS-BLED, ATRIA, ORBIT, and GARFIELD-AF evaluate the risk of bleeding when using an anticoagulant, for example warfarin, in patients with non-valvular atrial fibrillation. Limited studies are available reporting a model with a good discriminative ability to predict the bleeding risk score when using direct oral anticoagulants.

METHODS: Patient data were collected from King Abdulaziz Medical City, King Fahad Cardiac Center, and Prince Sultan Cardiac Center in Riyadh, from outpatients, inpatients, or primary care clinics. In total, 1722 patients with a prescription for a new oral anticoagulant, Dabigatran, Rivaroxaban, or Apixaban, were enrolled. A resampling approach for variable selection was used and a five-fold cross-validation to assess the model fit and misclassification probabilities. The analysis used the receiver operating characteristics curve (ROC) and the concordance (c) statistic to assess the validation models’ discriminative power. The final penalized likelihood parameters were used for the development of the risk prediction tool. The accuracy of a classification and the prediction are reported with the sensitivity, specificity, and Brier score.

RESULTS: Bleeding occurred in 11.15% of cases, of which 23.08% required a blood transfusion and 51.65% had a reduction in haemoglobin of more than 2 gm. The variable selection model identified 15 predictors associated with major bleeding. The discriminative ability of the model was good (c-statistic 0.75, p = 0.035). The Brier score of the model was 0.095. With a fixed cut-off probability value of 0.12 for the logistic regression equation, the sensitivity was 72.7%, and the specificity 66.3%.

CONCLUSION: This model demonstrated a good performance in predicting the bleeding risk in Arab patients treated with novel oral anticoagulants. This easy to use bleeding risk score will allow the clinician to quickly classify patients according to their risk category, supporting close monitoring and follow-up for high-risk patients, without laboratory and radiological monitoring.

PMID:33939729 | DOI:10.1371/journal.pone.0250502

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Neural substrates of neuropsychological profiles in dystrophynopathies: A pilot study of diffusion tractography imaging

PLoS One. 2021 May 3;16(5):e0250420. doi: 10.1371/journal.pone.0250420. eCollection 2021.

ABSTRACT

INTRODUCTION: Cognitive difficulties and neuropsychological alterations in Duchenne and Becker muscular dystrophy (DMD, BMD) boys are not yet sufficiently explored, although this topic could have a relevant impact, finding novel biomarkers of disease both at genetics and neuroimaging point of view. The current study aims to: 1) analyze the neuropsychological profile of a group of DMD and BMD boys without cognitive impairment with an assessment of their executive functions; 2) explore the structural connectivity in DMD, BMD, and age-matched controls focusing on cortico-subcortical tracts that connect frontal cortex, basal ganglia, and cerebellum via the thalamus; 3) explore possible correlations between altered structural connectivity and clinical neuropsychological measures.

MATERIALS AND METHODS: This pilot study included 15 boys (5 DMD subjects, 5 BMD subjects, and 5 age-matched typically developing, TD). They were assessed using a neuropsychological assessment protocol including cognitive and executive functioning assessment and performed a 1.5T MRI brain exam including advance Diffusion Weighted Imaging (DWI) method for tractography. Structural connectivity measurements were extracted along three specific tracts: Cortico-Ponto-Cerebellar Tract (CPCT), Cerebellar-Thalamic Tract (CTT), and Superior Longitudinal Fasciculus (SLF). Cortical-Spinal Tract (CST) was selected for reference, as control tract.

RESULTS: Regarding intellectual functioning, a major impairment in executive functions compared to the general intellectual functioning was observed both for DMD (mean score = 86.20; SD = 11.54) and for BMD children (mean score = 88; SD = 3.67). Mean FA resulted tendentially always lower in DMD compared to both BMD and TD groups for all the examined tracts. The differences in FA were statistically significant for the right CTT (DMD vs BMD, p = 0.002, and DMD vs TD, p = 0.0015) and the right CPCT (DMD vs TD, p = 0.008). Concerning DMD, significant correlations emerged between FA-R-CTT and intellectual quotients (FIQ, p = 0.044; ρs = 0.821), and executive functions (Denomination Total, p = 0.044, ρs = 0.821; Inhibition Total, p = 0.019, ρs = 0.900). BMD showed a significant correlation between FA-R-CPCT and working memory index (p = 0.007; ρs = 0.949).

DISCUSSION AND CONCLUSION: In this pilot study, despite the limitation of sample size, the findings support the hypothesis of the involvement of a cerebellar-thalamo-cortical loop for the neuropsychological profile of DMD, as the CTT and the CPCT are involved in the network and the related brain structures are known to be implied in executive functions. Our results suggest that altered WM connectivity and reduced fibre organization in cerebellar tracts, probably due to the lack of dystrophin in the brain, may render less efficient some neuropsychological functions in children affected by dystrophinopathies. The wider multicentric study could help to better establish the role of cerebellar connectivity in neuropsychological profile for dystrophinopathies, identifying possible novel diagnostic and prognostic biomarkers.

PMID:33939732 | DOI:10.1371/journal.pone.0250420

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Clinical determinants of the severity of COVID-19: A systematic review and meta-analysis

PLoS One. 2021 May 3;16(5):e0250602. doi: 10.1371/journal.pone.0250602. eCollection 2021.

ABSTRACT

OBJECTIVE: We aimed to systematically identify the possible risk factors responsible for severe cases.

METHODS: We searched PubMed, Embase, Web of science and Cochrane Library for epidemiological studies of confirmed COVID-19, which include information about clinical characteristics and severity of patients’ disease. We analyzed the potential associations between clinical characteristics and severe cases.

RESULTS: We identified a total of 41 eligible studies including 21060 patients with COVID-19. Severe cases were potentially associated with advanced age (Standard Mean Difference (SMD) = 1.73, 95% CI: 1.34-2.12), male gender (Odds Ratio (OR) = 1.51, 95% CI:1.33-1.71), obesity (OR = 1.89, 95% CI: 1.44-2.46), history of smoking (OR = 1.40, 95% CI:1.06-1.85), hypertension (OR = 2.42, 95% CI: 2.03-2.88), diabetes (OR = 2.40, 95% CI: 1.98-2.91), coronary heart disease (OR: 2.87, 95% CI: 2.22-3.71), chronic kidney disease (CKD) (OR = 2.97, 95% CI: 1.63-5.41), cerebrovascular disease (OR = 2.47, 95% CI: 1.54-3.97), chronic obstructive pulmonary disease (COPD) (OR = 2.88, 95% CI: 1.89-4.38), malignancy (OR = 2.60, 95% CI: 2.00-3.40), and chronic liver disease (OR = 1.51, 95% CI: 1.06-2.17). Acute respiratory distress syndrome (ARDS) (OR = 39.59, 95% CI: 19.99-78.41), shock (OR = 21.50, 95% CI: 10.49-44.06) and acute kidney injury (AKI) (OR = 8.84, 95% CI: 4.34-18.00) were most likely to prevent recovery. In summary, patients with severe conditions had a higher rate of comorbidities and complications than patients with non-severe conditions.

CONCLUSION: Patients who were male, with advanced age, obesity, a history of smoking, hypertension, diabetes, malignancy, coronary heart disease, hypertension, chronic liver disease, COPD, or CKD are more likely to develop severe COVID-19 symptoms. ARDS, shock and AKI were thought to be the main hinderances to recovery.

PMID:33939733 | DOI:10.1371/journal.pone.0250602

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Prevalence of clinical malaria and household characteristics of patients in tribal districts of Pakistan

PLoS Negl Trop Dis. 2021 May 3;15(5):e0009371. doi: 10.1371/journal.pntd.0009371. Online ahead of print.

ABSTRACT

BACKGROUND: Malaria, disproportionately affects poor people more than any other disease of public health concern in developing countries. In resource-constrained environments, monitoring the occurrence of malaria is essential for the success of national malaria control programs. Militancy and military conflicts have been a major challenge in monitoring the incidence and controlling malaria and other emerging infectious diseases. The conflicts and instability in Afghanistan have resulted in the migration of refugees into the war-torn tribal districts of Pakistan’s Khyber Pakhtunkhwa (KPK) province and the possible introduction of many contagious epidemics. Although malaria is very common in all tribal districts, molecular, clinical and epidemiological data are scarce in these high-burden districts. Therefore, for the proper surveillance, detection, and control of malaria, obtaining and analyzing reliable data in these districts is essential.

METHODOLOGY/PRINCIPAL FINDINGS: All 1,127 malaria-suspected patients were sampled within the transmission season in the tribal districts of KPK province between March 2016 to December 2018. After a detailed demographic and clinical investigation of malaria-suspected patients, the data were recorded. The data of the control group was collected simultaneously at the same site. They were considered as uncomplicated cases for statistical analyses. Blood samples were collected from malaria-suspected patients for the detection of Plasmodium species using microscopy and nested PCR (nPCR). Microscopy and nPCR examination detected 78% (n = 882) and 38% (n = 429) Plasmodium-positive patients, respectively. Among1,127 of 429nPCR detected cases with both species of malaria, the frequency of complications was as follows: anemia (n = 71; 16.5%), decompensated shock (n = 40; 9%), hyperpyrexia (n = 117; 27%), hyperparasitaemia (n = 49; 11%) hypoglycemia (n = 45; 10.5%), jaundice (n = 54; 13%), multiple convulsions (n = 37; 9%), and petechia (n = 16; 4%). We observed that 37% (n = 157 out of 429) of those patients infected by both Plasmodium species were children between the ages of 1 and 15 years old. The results revealed that Bajaur (24%), Kurram (20%), and Khyber (18%) districtshada higher proportion of P. vivax than P. falciparum cases. Most of the malaria cases were males (74%). Patients infected by both Plasmodium species tended to less commonly have received formal education and ownership of wealth indicators (e.g., fridge, TV set) was lower.

CONCLUSIONS/SIGNIFICANCE: Malaria in tribal districts of the KPK province largely affects young males. P. vivax is a major contributor to the spread of malaria in the area, including severe malaria. We observed a high prevalence of P. vivax in the Bajaur district. Children were the susceptible population to malaria infections whereas they were the least expected to use satisfactory prevention strategies. A higher level of education, a possession of TV sets, the use of bed nets, the use of repellent fluids, and fridges were all associated with protection from malaria. An increased investment in socio-economic development, a strong health infrastructure, and malaria education are key interventions to reduce malaria in the tribal districts.

PMID:33939717 | DOI:10.1371/journal.pntd.0009371

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Simple robots, smart algorithms

Inspired by a theoretical model of particles moving around on a chessboard, new robot swarm research shows that, as magnetic interactions increase, dispersed ‘dumb robots’ can abruptly gather in large, compact clusters to accomplish complex tasks. Researchers report that these ‘BOBbots’ (behaving, organizing, buzzing bots) are also capable of collectively clearing debris that is too heavy for one alone to move, thanks to a robust algorithm.
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Nevin Manimala Statistics

The Effect on BSA of Proactive Management versus Reactive Management of Psoriasis With Fixed-Dose Cal/BD Foam in the PSO-LONG Study

J Drugs Dermatol. 2021 May 1;20(5):567-570. doi: 10.36849/JDD.5870.

ABSTRACT

Reduction of psoriasis body surface area (BSA) is associated with improved patient quality of life. Post-hoc analyses of the PSO-LONG study compared impact on BSA of proactive management versus reactive management strategies using calcipotriol/betamethasone dipropionate (Cal/BD) foam. Mean BSA values, as well as normalized area under the curves (AUCs) for patient BSA were assessed. Analyses found that after the PSO-LONG study’s four-week open-label lead-in phase, when all patients received once-daily Cal/BD foam, mean BSA was significantly reduced. Thereafter, mean BSA remained at lower levels in patients on proactive management compared to reactive management. This was reflected in AUC BSA, which was consistently lower in the proactive management arm. Treatment-related differences were statistically significant when analyzing the full analysis set (FAS) population, as well as when restricting the analysis to study completers. Additional analyses restricted the dataset to include only observations from psoriasis remission periods, or periods of disease relapse. Treatment-related differences in AUC were statistically significant in observations during remission, but not during relapse. This could be expected given the trial’s design, wherein all patients who relapsed were offered the same rescue therapy with once daily Cal/BD foam. Similarly, for patients who dropped out, there was no treatment-related difference in mean BSA during the two weeks preceding dropout, likely due to the common occurrence of relapse in these patients. This paper found that proactive management, in addition to preventing more relapses as previously shown, also maintained BSA at a lower level during remission than reactive management. J Drugs Dermatol. 20(5):567-570. doi:10.36849/JDD.5870.

PMID:33938704 | DOI:10.36849/JDD.5870

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Comparative Study of Intralesional Vitamin D3 Injection and Candida Albicans Antigen in Treating Plantar Warts

J Drugs Dermatol. 2021 May 1;20(5):546-549. doi: 10.36849/JDD.5264.

ABSTRACT

BACKGROUND: Warts, or verrucae, are mucosal human papilloma virus (HPV) infections that are very challenging to treat.

OBJECTIVE: To compare the safety and efficacy of intralesional injection of vitamin D3 versus intralesional injection of candida albicans antigen for plantar warts.

METHODS: Forty patients were included in the study and were divided into two groups (A&B) with 20 patients each. Group A received intralesional vitamin D3 while Group B received intralesional Candida antigen. Injection was done every 3 weeks until clearance of warts or a maximum of three treatments.

RESULTS: Nine patients showed complete clearance in group A (45%), while 6 patients (30%) showed partial response and no response in 5 patients (25%) of group (A). As for group (B), complete clearance of the treated warts was observed in 8 patients (40%), partial response in 6 patients (30%) while no response was observed in 6 patients (30%). No superiority of one treatment to the other was observed nor was any statistical significance in both groups’ responses noted.

CONCLUSION: Treatment of multiple warts by intralesional injection of candida antigen or vitamin D3 is safe and effective, with good cure rates, has an excellent safety profile, with minimal recurrences and statistically equivalent. J Drugs Dermatol. 2021;20(5):546-549. doi:10.36849/JDD.5264.

PMID:33938709 | DOI:10.36849/JDD.5264

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Randomized, Double-Blind, Placebo-Controlled Study of Poly-L-Lactic acid for Treatment of Cellulite in the Lower Extremities

J Drugs Dermatol. 2021 May 1;20(5):529-533. doi: 10.36849/JDD.5380.

ABSTRACT

BACKGROUND: Poly-l-lactic acid (PLLA) is an injectable volumizer with biostimulatory properties used for volumetric structural rejuvenation in patients with facial fat volume loss but has increasingly been utilized for off-face applications.

OBJECTIVE: The objectives of this randomized, double-blind, placebo-controlled single center study was to assess the safety and effectiveness of PLLA for the treatment of lower extremity cellulite in adult women.

METHODS: 31 healthy women were enrolled in the study. Eligible subjects received 3 treatments every 4 weeks with either PLLA (treatment group) or saline (control group) injections combined with subcision, into each of the glutes or thighs. Follow-up visits were at 1, 3, and 6 months after treatment. Assessments included live ratings, rating of standardized pictures by a blinded evaluator, patient questionnaires, safety, and tolerability ratings.

RESULTS: At the 3 and 6-month follow-up, there was a statistically significant change in the global aesthetic improvement scale (GAIS) compared to baseline as assessed by blinded investigators. Significant improvements were shown in the cellulite severity scale (CSS) as well as in the subject satisfaction questionnaires. Treatments were found to be tolerable, and no severe treatment-related adverse events occurred.

CONCLUSION: Repeated PLLA treatments combined with subcision are effective and safe in improving the appearance of cellulite. J Drugs Dermatol. 20(5): doi:10.36849/JDD.5380.

PMID:33938690 | DOI:10.36849/JDD.5380