Categories
Nevin Manimala Statistics

Prevalence and factors associated with depressive illness in patients with tuberculosis in Mulago hospital, Kampala- Uganda: A cross sectional study

J Psychosom Res. 2021 Jul 31;149:110591. doi: 10.1016/j.jpsychores.2021.110591. Online ahead of print.

ABSTRACT

BACKGROUND: Depression is a major cause of the global disease burden and globally affects 350-400 million persons making it the largest contributor to years lived with disability. Among of patients with chronic physical illnesses like tuberculosis, depression affects up to 25-33% of individuals. There are limited studies on the comorbidity of depressive illness and tuberculosis in the Ugandan setting. Our aim was to determine the prevalence and factors associated with depressive illness in patients with tuberculosis in Mulago Hospital, Uganda.

METHODS: This was a cross sectional study involving 308 consecutively sampled participants aged 18 years and above diagnosed with tuberculosis attending the tuberculosis clinic in Mulago Hospital, Uganda. Consecutive sampling was done for a sample size of 308 participants. Participants had the following instruments administered to them; the Socio-demographic questionnaire, the Mini Neuropsychiatric Interview (MINI) to diagnose depressive illness and the Patient Health Questionnaire- 9 to rate the severity of depression. Data was entered using Epi-Data. Descriptive, bivariate and multivariate analyses were done with the Statistical Package for Social Sciences (SPSS).

RESULTS: the prevalence of depressive illness was 23.7% (95% confidence interval 19.3-28.9). Depressive illness was independently associated with low education level (AOR = 0.39, 95%CI = 0.21-0.72, p = 0.003), being in the intensive phase of TB treatment (AOR = 2.34, 95%CI = (1.27-4.33), p = 0.007) and family history of depressive illness (AOR = 5.42, 95%CI = 2.02-14.54, p = 0.001). On the PHQ, 60.3% had moderate to severe depression.

CONCLUSION: Depressive illnesses should be screened and managed among patients with TB.

RECOMMENDATION: Depression should be routinely screened and managed among patients with Tuberculosis.

PMID:34390942 | DOI:10.1016/j.jpsychores.2021.110591

Categories
Nevin Manimala Statistics

A SEIR model with memory effects for the propagation of Ebola-like infections and its dynamically consistent approximation

Comput Methods Programs Biomed. 2021 Jul 29;209:106322. doi: 10.1016/j.cmpb.2021.106322. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVE: We present and analyze a nonstandard numerical method to solve an epidemic model with memory that describes the propagation of Ebola-type diseases. The epidemiological system contemplates the presence of sub-populations of susceptible, exposed, infected and recovered individuals, along with nonlinear interactions between the members of those sub-populations. The system possesses disease-free and endemic equilibrium points, whose stability is studied rigorously.

METHODS: To solve the epidemic model with memory, a nonstandard approach based on Grünwald-Letnikov differences is used to discretize the problem. The discretization is conveniently carried out in order to produce a fully explicit and non-singular scheme. The discrete problem is thus well defined for any set of non-negative initial conditions.

RESULTS: The existence and uniqueness of the solutions of the discrete problem for non-negative initial data is thoroughly proved. Moreover, the positivity and the boundedness of the approximations is also theoretically elucidated. Some simulations confirm the validity of these theoretical results. Moreover, the simulations prove that the computational model is capable of preserving the equilibria of the system (both the disease-free and the endemic equilibria) as well as the stability of those points.

CONCLUSIONS: Both theoretical and numerical results establish that the computational method proposed in this work is capable of preserving distinctive features of an epidemiological model with memory for the propagation of Ebola-type diseases. Among the main characteristics of the numerical integrator, the existence and the uniqueness of solutions, the preservation of both positivity and boundedness, the preservation of the equilibrium points and their stabilities as well as the easiness to implement it computationally are the most important features of the approach proposed in this manuscript.

PMID:34390936 | DOI:10.1016/j.cmpb.2021.106322

Categories
Nevin Manimala Statistics

MicroRNAs as novel biomarkers for rivaroxaban therapeutic drug monitoring

Drug Metab Pers Ther. 2021 Aug 13. doi: 10.1515/dmdi-2021-0118. Online ahead of print.

ABSTRACT

OBJECTIVES: The aim of this study is to assess micro-RNAs miR-142 and miR-39 as potential biomarkers for drug-monitoring of rivaroxaban among elderly patients with atrial fibrillation.

METHODS: The study involved 57 patients with median (ME) age 87 years [80-94 years old] with nonvalvular atrial fibrillation admitted to a multidisciplinary hospital in Moscow. High-performance liquid chromatography with mass-spectrometry detection (HPLC-MS) was carried out to measure rivaroxaban concentrations. Carriership of CYP3A4 and ABCB1 was detected. MiRNA expression levels were measured. The activity of CYP3A4 isoenzyme was measured as the ratio of the concentrations of 6β-hydroxycortisol and cortisol.

RESULTS: The miR-142 expression levels of patients with CC allelic variant polymorphism ABCB1 3435 C>T (rs1045642) were significantly higher compared to CT and TT variants 31.69 ± 1.60 vs. 34.06 ± 1.66 vs. 33.16 ± 1.77 (p=0.021). Carriers of TT allelic variant polymorphism ABCB1 rs4148738 had a higher concentration of the 6-beta-hydroxycortisol in urine compared to CC and CT variants 3,467.35 ± 1,055.53 vs. 3,453.52 ± 1,516.89 vs. 2,593.30 ± 1,172.52 (p=0.029). As for CYP3A4*22, the carriers of CC allelic variant had higher prothrombin time 14.10 ± 2.17 vs. 11.87 ± 0.60 and INR 1.31 ± 0.20 vs. 1.1 ± 0.06 but lower Quick’s value 74.52 ± 16.84 vs. 97.55 ± 10.54 (p=0.059). A positive correlation between the Ct miR-142 and the aPTT p=0.019 was noted. Also miR-142 has a correlation with Quick’s value p=0.095. There is no statistically significant connection between miR-142 and miR-39 expression levels and the plasma concentration of rivaroxaban (b coefficient=-2.055, SE 3.952, p=0.605 and b coefficient=1.546, SE 9.887, p=0.876 in the linear regression model respectively).

CONCLUSIONS: This study has assessed new potential biomarkers for rivaroxaban therapeutic drug monitoring: miR-142 and miR-39.

PMID:34390638 | DOI:10.1515/dmdi-2021-0118

Categories
Nevin Manimala Statistics

The effect of total compression time and rate (slope) of compression on the incidence of symptomatic Eustachian tube dysfunction and middle ear barotrauma: a Phase II prospective study

Undersea Hyperb Med. 2021 Third-Quarter;48(3):209-219.

ABSTRACT

Eustachian tube dysfunction (ETD) and middle ear barotrauma (MEB) are common reported complications during hyperbaric oxygen treatment. Our Phase I study data was the first to demonstrate a statistically significant decrease in the occurrence of symptomatic ETD and MEB. The Phase I Trial suggested the total time interval and rate (slope) of compression (ROC) may be a determining factor in ETD and MEB. This Phase II study investigates an optimal rate of compression to reduce ETD and MEB when considering each multiplace treatment (with multiple patients) as the unit of observation as a group, rather than for each individual patient. Data were collected prospectively on 1,244 group patient-treatment exposures, collectively including 5,072 individual patient-treatment/exposures. We randomly assigned patient-treatment group exposures to four different time interval and rate (slope) of compression. These compression rates and slopes were identical to those used in the Phase I trial. All patients experiencing symptoms of MEB requiring compression stops were evaluated post treatment for the presence of ETD and MEB using the O’Neill Grading System (OGS) for ETD. Data were analyzed using the IBM-SPSS statistical software program. A statistically significant decrease in the number of compression holds was observed in the 15-minute compression schedule, correlating to the results observed in the Phase I trial. The 15-minute linear compression profile continues to demonstrate the decreased need for patient symptomatic compression stops (as in the Phase I trial) using a USN TT9 during elective hyperbaric oxygen treatments in a Class A multiplace hyperbaric chamber. Trial Registration: ClinicalTrials.gov Identifier: NCT04776967.

PMID:34390625

Categories
Nevin Manimala Statistics

Influence of anticancer agents on sexual function: an in Vivo study based on the US FDA Adverse Event Reporting System

Andrology. 2021 Aug 14. doi: 10.1111/andr.13094. Online ahead of print.

ABSTRACT

BACKGROUND: Patients with cancer are treated with chemotherapeutics that cause adverse effects, including erectile dysfunction (ED).

OBJECTIVES: We investigated erectile function in rats after the administration of anticancer agents based on data retrieved through mining of the US Food and Drug Administration (FDA) Adverse Event Reporting System (AERS) database.

MATERIALS AND METHODS: The statistical signal strength for the association between anticancer drugs and ED was calculated using the reporting odds ratio (ROR). A drug-event combination was detected when the lower limit of the 95% confidence interval (CI) of the ROR exceeded 1.00. Rats were administered anticancer agents detected in the FDA AERS analysis. Erectile function was assessed using intracavernous pressure (ICP) and mean arterial pressure (MAP) analysis after electrical stimulation of the cavernous nerve. Statistical significance was determined using Welch’s t-test or two-way ANOVA.

RESULTS: Melphalan (L-PAM; ROR = 4.72, 95% CI = 2.78-8.00), vincristine (VCR; ROR = 2.47, 95% CI = 1.54-3.97), docetaxel (DTX; ROR = 2.25, 95% CI = 1.28-3.95), methotrexate (MTX; ROR = 1.96, 95% CI = 1.39-2.75), and doxorubicin (DOX; ROR = 1.82, 95% CI = 1.07-3.19) enhanced ED risk. L-PAM and MTX decreased the ICP/MAP ratio 1 week after administration. VCR and DOX decreased erectile function 4 weeks after administration. DTX decreased erectile function at all assessed time points.

DISCUSSION AND CONCLUSION: Certain anticancer agents should be considered risk factors for ED. Our results provide possible treatment strategies for maintaining erectile function in cancer survivors, including careful erectile function monitoring after treatment. This article is protected by copyright. All rights reserved.

PMID:34390622 | DOI:10.1111/andr.13094

Categories
Nevin Manimala Statistics

Mitotic Count of Fine-needle Aspiration Material of Gastrointestinal Stromal Tumors of the Stomach Underestimates Actual Mitotic Count

Cytopathology. 2021 Aug 14. doi: 10.1111/cyt.13050. Online ahead of print.

ABSTRACT

INTRODUCTION: A mitotic count is required for histologic grading in resections of Gastrointestinal Stromal Tumors (GISTs). However, no consensus on the utility of mitotic count in fine needle aspiration (FNA) GIST material currently exists. This study examines the relationship between mitotic counts of FNA and subsequent resections of GISTs of the stomach.

MATERIALS AND METHODS: We identified 39 cases of GISTs of the stomach diagnosed via FNA at our institution from 1/1/2014 to 12/31/2019 with subsequent resection. We noted if rapid on-site evaluation (ROSE) was performed. Cell block (CB) material from FNAs were analyzed for total area, percentage of the CB containing neoplastic cells, and number of mitoses. We compared the mitotic count in CB and subsequent resections with a two-tailed t-test.

RESULTS: ROSE was performed in 82 percent of cases and called adequate every time. Mean CB area was 54.7 mm2 (range 1-986) and mean percentage of neoplastic material was 45% (range 10-90%). Mean area of neoplastic cells was 19.2 mm2 and 27 cases (69%) had greater than 50 HPF of GIST material in the CB. Mean number of mitoses in the CB was 0.38 (range 0-11), compared to 5.92 (range 0-70) in subsequent resection (p<0.05).

CONCLUSION: At our institution, ROSE adequacy of spindle cell lesions focuses on diagnosing GIST, rather than on obtaining adequate material for histologic grading. Mitotic figures were statistically lower in FNA CB material than subsequent resections, and using mitotic counts from CB material may underestimate the histologic grade of GISTs of the stomach.

PMID:34390589 | DOI:10.1111/cyt.13050

Categories
Nevin Manimala Statistics

Hierarchical cancer heterogeneity analysis based on histopathological imaging features

Biometrics. 2021 Aug 14. doi: 10.1111/biom.13544. Online ahead of print.

ABSTRACT

In cancer research, supervised heterogeneity analysis has important implications. Such analysis has been traditionally based on clinical/demographic/molecular variables. Recently, histopathological imaging features, which are generated as a byproduct of biopsy, have been shown as effective for modeling cancer outcomes, and a handful of supervised heterogeneity analysis has been conducted based on such features. There are two types of histopathological imaging features, which are extracted based on specific biological knowledge and using automated imaging processing software, respectively. Using both types of histopathological imaging features, our goal is to conduct the first supervised cancer heterogeneity analysis that satisfies a hierarchical structure. That is, the first type of imaging features defines a rough structure, and the second type defines a nested and more refined structure. A penalization approach is developed, which has been motivated by but differs significantly from penalized fusion and sparse group penalization. It has satisfactory statistical and numerical properties. In the analysis of lung adenocarcinoma data, it identifies a heterogeneity structure significantly different from the alternatives and has satisfactory prediction and stability performance. This article is protected by copyright. All rights reserved.

PMID:34390584 | DOI:10.1111/biom.13544

Categories
Nevin Manimala Statistics

Unipept Visualizations: An Interactive Visualization Library For Biological Data

Bioinformatics. 2021 Aug 13:btab590. doi: 10.1093/bioinformatics/btab590. Online ahead of print.

ABSTRACT

SUMMARY: The Unipept Visualizations library is a JavaScript package to generate interactive visualizations of both hierarchical and non-hierarchical quantitative data. It provides four different visualisations: a sunburst, a treemap, a treeview and a heatmap. Every visualization is fully configurable, supports TypeScript, and uses the excellent D3.js library.

AVAILABILITY AND IMPLEMENTATION: The Unipept Visualizations library is available for download on NPM: https://npmjs.com/unipept-visualizations. All source code is freely available from GitHub under the MIT license: https://github.com/unipept/unipept-visualizations.

SUPPLEMENTARY INFORMATION: https://github.com/unipept/unipept-visualizations/wiki.

PMID:34390575 | DOI:10.1093/bioinformatics/btab590

Categories
Nevin Manimala Statistics

FiD: a smartphone application for anxiety assessment: two weeks study

Psychiatriki. 2021 Aug 10. doi: 10.22365/jpsych.2021.037. Online ahead of print.

ABSTRACT

Anxiety disorders affect approximately one in six people, causing significant problems in their quality of life and that of their families with a significant percentage of mentally ill people not showing compliance with treatment or not receiving appropriate treatment. Research data therefore reveal the need to develop new and effective interventions that will improve the compliance and therapeutic management of the mentally ill. Because of the recent technological advancement, the field of electronic mental health applications (MHapps) offers unique opportunities which can contribute to self-management of mental health problems and patient compliance, as well as to development of preventive and therapeutic interventions. Mental health applications (MHapps) offer a unique opportunity for expanding availability and quality of treatment of mental health disorders, however few applications have been carefully assessed so far making their effectiveness questionable. The present study investigated the effect of MHapp FiD (Feel-Identity) on anxiety- an innovative electronic prototype application-in a sample of adults over a two-week period. Participants made daily use of the application, based on self-monitoring and self-recording in accordance with the Cognitive Behavioural Therapy protocol, with feedback interventions being fully automated. In order to investigate anxiety levels, the STAI questionnaire (State < Trait Anxiety Inventory) was administered over three different time periods: before the use of MHapp FiD, following the first week after its use, and following the second week after its use. The results between the 3 groups of application usage, showed a statistically significant decrease of the average TRAIT anxiety levels between the 1st and the 3rd administration, i.e., after two weeks of application usage, equal to -3.020 units (Mean Difference = -3.020, p-value = 0.006 <0.01), and a statistically significant drop of the average total anxiety levels, between the administration of the 2nd and the 3rd administration, i.e., over the second week of application usage, equal to -5.388 units (Mean Difference = -5.388, p-value = 0.029 <0.05). Τhere was no statistically significant difference as to the average STATE anxiety levels. The results showed a correlation between the daily use of the FiD application and the reduction of anxiety, providing a promising perspective for dissemination of the application in clinical populations with the addition of more functions and interventions.

PMID:34390564 | DOI:10.22365/jpsych.2021.037

Categories
Nevin Manimala Statistics

Assessment of the Mobile Mental Health Units’ effectiveness in Cyclades islands

Psychiatriki. 2021 Aug 5. doi: 10.22365/jpsych.2021.031. Online ahead of print.

ABSTRACT

In Greece, the provision of mental health shows inefficiencies in remote and inaccessible areas due to the lack of appropriate structures and access to healthcare. The purpose of this study was to assess the effectiveness of the Mobile Mental Health Units (MMHUs) in Cyclades with and without MMHUs’ operation based on Real-World Evidence (RWE). The study population consisted of 724 people who visited the MMHUs of the western and northeastern Cyclades in 2015. The data derived from the patients’ medical records of EPAPSY classified by International Statistical Classification of Diseases and Related Health Problems 10th Revision (ICD-10) and the Global Assessment of Functioning (GAF) scale. The analysis revealed that 60.9% of the participants were women and the average age was 50.1. 50.4% of the people who visited MMHUs without referral from primary health care professionals and 18.8% with referral. The calculation of effectiveness was based on DALYs (Disability-Adjusted Life Years) and was performed according to the World Health Organization methodology. In the specific population, there are no recorded deaths caused by mental disorders and thus DALYs are equal to Years Lost due to Disability (YLDs) with MMHUs’ operation. 18% of the population was diagnosed with mood disorders (F30-F39) and morbidity burden 9.49 (YLDs), while 17.5% of the patients were diagnosed with neurotic, stress-related and somatoform disorders (F40-F48) and corresponding morbidity burden 4.53 (YLDs). Our results revealed that the effectiveness of MMHUs corresponds to 17.98 Disability-Adjusted Life Years (DALYs) averted in 2015. The mood disorders and the neurotic, stress-related disorders have shown a high morbidity burden. Advanced age, non-permanent employment, existence of psychopathology in the family and referral on patients’ own will were found to significantly affect the mental health status of the participants. The implementation and expansion of flexible and alternative community-based interventions, such as MMHUs, constitute a best practice both for obtaining higher clinical outcomes and for facing regional inefficiencies related to population’s access to healthcare.

PMID:34390558 | DOI:10.22365/jpsych.2021.031