Categories
Nevin Manimala Statistics

Impact of Complex Wounds on Health-Related Quality of Life: A Descriptive Study

J Wound Ostomy Continence Nurs. 2021 Nov-Dec 01;48(6):504-509. doi: 10.1097/WON.0000000000000824.

ABSTRACT

PURPOSE: To describe health-related quality of life (HRQoL) using the Wound-Quality of Life (Wound-QoL) questionnaire for those individuals referred to an academic medical center wound clinic.

DESIGN: Prospective, descriptive study.

SUBJECTS AND SETTING: One hundred eleven participants receiving care in an academic medical center wound clinic in the Southeastern United States. The sample comprised 67 males (60.4%) and 44 females (39.6%) with wounds of 6 major etiologies.

METHODS: From June 2019 through May 2020, a convenience sample of 111 individuals completed the Wound-QoL questionnaire at the initial visit to the wound clinic. The Wound-QoL questionnaire is a valid and reliable tool consisting of 17 questions related to wound-QoL measured on a 5-point Likert scale, ranging from 0 (not at all affected) to 4 (very much affected). The questions are assigned to the 3 subscales: “body,” “psyche,” and “everyday life.” The Wound-QoL individual items, subscales, and the total wound score (TWS) were calculated as mean values of the item scores, ranging from 0 to 4, where higher values correspond to decreased HRQoL. The TWS is defined as the sum of the 17 item responses, with values ranging from 0 to 68. Descriptive and parametric statistics were used to analyze the data from the Wound-QoL questionnaire.

RESULTS: The mean TWS was approximately 3 points higher for Whites (n = 84) than for Blacks (n = 27) (32.42, SD = 17.96 vs 29.51, SD = 19.39), but this difference was not significant (P = .473). An independent-samples t test of TWS versus sex was not significant (P = .446). The TWS by age category was significant (P = .015), showing differences in mean scores based on age category. We found that the youngest (ages 17-39 years) and oldest (ages 70-98 years) participants were less bothered by their wounds in almost all respects than those in the middle age range (ages 40-69 years). The individual item means varied between 0.84 and 2.72, out of a possible range of 0 to 4. The highest means were for items on the emotional subscale with means from 1.93 to 2.72. Analysis of variance was used to examine the TWS and the 3 subscales over the 6 wound types; none were found to be significant (TWS: P = .454, body: P = .722, psyche: P = .452, everyday life: P = .087).

CONCLUSION: Wound-QoL questionnaire scores indicated that the greatest impact of a wound on HRQoL was on the emotional subscale. These 4 items are related to the individual expressing worry, fear, unhappiness, or frustration with wound healing. The Wound-QoL questionnaire may be used to evaluate the impact the wound has on the individual’s HRQoL.

PMID:34781305 | DOI:10.1097/WON.0000000000000824

Categories
Nevin Manimala Statistics

SD-OCT analysis in syndromic and non-syndromic forms of retinitis pigmentosa due to USH2A gene mutations

Ophthalmic Res. 2021 Nov 15. doi: 10.1159/000520329. Online ahead of print.

ABSTRACT

INTRODUCTION: This study aims to analyze macular structure by using SD-OCT in a cohort of patients affected by autosomal recessive retinitis pigmentosa and Usher syndrome, due to genetic variants in USH2A gene, and to correlate OCT parameters with functional and genetic data.

METHODS: The subjects of this study were 92 patients, 46 syndromic (Ush2) and 46 non-syndromic (arRP), with clinical and genetic diagnosis of USH2A-related retinal dystrophy, who underwent a complete ophthalmic examination and spectral domain OCT analysis. The study focused on evaluating the differences between the two groups in the following parameters: best corrected visual acuity (BCVA), ellipsoid zone width (EZ), presence of epiretinal membrane (ERM) and cystic macular lesions (CML). Variants in USH2A gene were divided in 3 categories, according to the expected impact (low/high) at protein level of the different variants on each allele.

RESULTS: BCVA and EZ width were significantly lower in Ush2 than in arRP patients (p < 0.0001 and p = 0.001). ERM was detected in 34.8% (16/46) of arRP patients and in 65.2% (30/46) of Ush2 patients (p = 0.003). CML was detected in 17.4% (8/46) of arRP patients and 30.4% (14/46) of Ush2 patients (p = 0.14). The allelic distribution was statistically different (p = 0.0003) by dividing the two diseases: for Ush2 patients it was 45.7% (high/high), 39.1% (low/high) and 15.2% (low/low); for arRP patients it was 8.7% (high/high), 56.5% (low/high) and 34.8% (low/low). The severity class of the variants significantly affected VA and EZ width parameters (p = 0.004 and p = 0.002, respectively).

CONCLUSION: Retinal disease, as evaluated by means of SD-OCT, shows more advanced degeneration signs in the syndromic than the non-syndromic form of retinal dystrophy related to USH2A gene. Variant types and allelic profiles are determining factors for the onset of syndromic features. However, since the three allelic profiles can be found in both Usher and RP patients, other factors must necessarily play a determining role.

PMID:34781295 | DOI:10.1159/000520329

Categories
Nevin Manimala Statistics

Secular Trends in the Incidence, Prevalence, and Medications for Epilepsy from 2007 to 2015 in Taiwan: A Nationwide Population-Based Study

Neuroepidemiology. 2021 Nov 15:1-11. doi: 10.1159/000519544. Online ahead of print.

ABSTRACT

BACKGROUND: Patients with epilepsy have a higher mortality rate than the general population. Up-to-date estimates of epilepsy incidence, prevalence, and medication use are critical to assist policymaking.

METHODS: Using the National Taiwan Insurance Research Database, the standardized incidence and prevalence of epilepsy were estimated in each calendar year from 2007 to 2015. We used the incident cases of epilepsy to analyze the change in prescribing patterns from 2007 to 2015. Joinpoint regression was used to estimate secular trends.

RESULTS: From 2007 to 2015, the age- and sex-standardized incidence decreased from 0.72 (95% confidence interval [CI] 0.70-0.73) to 0.54 (95% CI 0.53-0.55) per 1,000 person-years, giving an annual percentage change (APC) of -2.73 (p < 0.05). Among patients younger than 20 years, the incidence did not change significantly. The age- and sex-standardized prevalence decreased from 6.94 (95% CI 6.90-6.98) to 6.86 (95% CI, 6.82-6.89) per 1,000 people, giving an APC of -0.31 (p < 0.05). However, the prevalence increased in the 35- to 49- and 50- to 64-year age-groups. The most common first-line anticonvulsant was phenytoin in 2007 and valproate in 2015. The use of levetiracetam, clobazam, and valproate increased during the study period, with APCs of 25.48% (95% CI 19.97-31.24), 6.41 (3.09-9.85), and 2.83 (1.51-4.16), respectively. The use of carbamazepine, phenytoin, and topiramate decreased; the APCs were -23.86% (95% CI -25.25 to -22.44), -6.61 (-8.40 to -4.79), and -4.29% (-7.87 to -0.57), respectively.

CONCLUSIONS: The overall prevalence and incidence of epilepsy decreased slightly from 2007 to 2015. The prescribed first-line anticonvulsant also changed over time.

PMID:34781294 | DOI:10.1159/000519544

Categories
Nevin Manimala Statistics

Non-Invasive Follicular Thyroid Neoplasm with Papillary-Like Nuclear Features Is Not a Cytological Diagnosis, but It Influences Cytological Diagnosis Outcomes: A Systematic Review and Meta-Analysis

Acta Cytol. 2021 Nov 15:1-21. doi: 10.1159/000519757. Online ahead of print.

ABSTRACT

BACKGROUND: A low-risk thyroid tumour, non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) was introduced in 2016. NIFTP criteria require a thorough histological examination to rule out capsular and lymphovascular invasion, which denies the possibility of preoperative cytological diagnosis. Nevertheless, since the adoption of the new entity, the cytology of NIFTP has been a subject of interest.

OBJECTIVES: The present systematic review and meta-analysis investigate the cytological diagnosis of NIFTP.

METHOD: An online PubMed literature search was conducted between March 1, 2020, and June 30, 2020, for all original articles considering the cytology of histologically proven NIFTP. The studies including data on fine needle aspiration specimens classified by The Bethesda System for Reporting Thyroid Cytology (TBSRTC) categories, risk of malignancy (ROMs) in the TBSRTC categories, and cytomorphological features of NIFTP were included in the meta-analysis. Non-English studies and case reports were excluded. The data were tabulated and statistical analysis was performed with Open Meta-Analyst program.

RESULTS: Fifty-eight studies with a total of 2,553 NIFTP cases were included in the study. The pooled prevalence of NIFTP cases was calculated among 25,892 surgically resected cases from 20 studies and the results show that NIFTP consisted 4.4% (95% confidence interval [CI]: 3.5-5.4%) of all cases. Most of the NIFTP cases (79.0%) belonged to the intermediate categories of TBSRTC. The pooled distribution of NIFTP cases in each TBSRTC category was 1.3% (95% CI: 0.8-1.7%) in non-diagnostic (ND), 8.9% (95% CI: 6.9-10.8%) in benign, 29.2% (95% CI: 25.0-33.4%) in atypia of undetermined significance or follicular lesion of undetermined significance (AUS/FLUS), 24.2% (95% CI: 19.6-28.9%) in follicular neoplasm (FN), 19.5% (95% CI: 16.1-22.9%) in suspicious for malignancy (SM), and 6.9% (95% CI: 5.2-8.7%) in malignant. Compared to pre-NIFTP era, the pooled risk differences of ROM were reduced by 2.4% in ND, 2.7% in benign, 8.2% in AUS/FLUS, 8.2% in FN, 7.3% in SM, and 1.1% in the malignant category. The cytomorphological features of NIFTP were similar to follicular variant of papillary thyroid carcinoma (FVPTC) but lesser to papillary thyroid carcinoma (PTC).

CONCLUSIONS: Based on our results, NIFTP remains a histological diagnosis. Although cytomorphological features cannot be used in differentiating NIFTP from FVPTC, they may guide in separating NIFTP from PTC. Features such as papillae, microfollicles, giant cells, psammoma bodies, and the amount of papillary-like nuclear features should be taken into account when suspicious of NIFTP. NIFTP should not have papillae or psammoma bodies, and giant cells were rarely observed.

PMID:34781293 | DOI:10.1159/000519757

Categories
Nevin Manimala Statistics

Transplant Ureteral Stenosis after Renal Transplantation: Risk Factor Analysis

Urol Int. 2021 Nov 15:1-9. doi: 10.1159/000519787. Online ahead of print.

ABSTRACT

INTRODUCTION: The results of kidney transplants have improved dramatically in recent years, leading to reduced morbidity and mortality. Despite continuous improvements, urological complications occur at a rate of 2.6%-15%. Ureteral stenosis of graft ureters is the most common complication, with a probability of 0.5%-6.3%. This study aimed to determine the incidence of ureteral stenosis after kidney transplantation and identify risk factors that distinguish transplant patients with and without ureteral stenosis.

METHODS: This study retrospectively analyzed patients who had undergone kidney transplantation at the Department of Urology of the Friedrich-Alexander University Erlangen-Nuremberg between 2001 and 2015. Forty-seven patients developed ureteral stenosis during the operation. Most of the ureteral stenosis cases occurred in the first 4 months after transplantation. Kaplan-Meier analysis and the log-rank test were used to calculate the cumulative risk, and the Mann-Whitney U test was used nonparametrically. The significance level was set at p < 0.05.

RESULTS: Statistical analysis showed that residual diuresis (p = 0.008), cold ischemia time (CIT) (p = 0.040), the body mass index (p = 0.027), and donor serum creatinine value (p = 0.039) showed a significantly different distribution between recipients with or without ureteral stenosis after kidney transplantation. In multivariate Cox’s regression modeling, residual diuresis and the donor serum creatinine level were identified as the only independent predictors of patients’ stenosis-free survival.

CONCLUSION: Urological complications not diagnosed and treated in time endanger the success of kidney transplantation. After evaluating the kidney transplantation data of the patients at the Transplant Center Erlangen-Nuremberg from 2001 to 2015, residual diuresis, CIT, the body mass index, and donor serum creatinine value were found to influence the development of ureteral stenosis.

PMID:34781290 | DOI:10.1159/000519787

Categories
Nevin Manimala Statistics

Operative and Midterm Oncological Outcome of Focal Salvage Cryotherapy for Localized Prostate Cancer

Urol Int. 2021 Nov 15:1-6. doi: 10.1159/000518980. Online ahead of print.

ABSTRACT

BACKGROUND: Local recurrence after radiation therapy for prostate cancer is a major clinical issue. Various local treatments are available with mitigated functional and oncological outcomes. The aim of the present study was to evaluate perioperative and oncological results of salvage cryotherapy (CT) as treatment of local recurrence of prostate cancer.

METHODS: We retrospectively reviewed all patients treated with hemi-prostatic salvage CT for local recurrence of prostate cancer in 1 academic hospital between November 2011 and April 2019. Local recurrence was defined according to the Phoenix criteria (prostate-specific antigen [PSA] nadir + 2 ng/mL), associated with a prostatic MRI target lesion and confirmed by biopsy. Perioperative and functional complications were collected. Cox regression was conducted to assess factors associated with time to initiation of androgen deprivation therapy (ADT). Statistical analyses were conducted using R Studio.

RESULTS: A total of 29 patients were treated with an average follow-up of 37.6 months. Median age at CT was 77 years. Median PSA before CT was 5.1 ng/mL (min-max: 2.74-18). 17.2% of patients displayed a high D’Amico risk group. Median hospital stay was 1.4 days. Four patients (13.8%) experienced postoperative acute urinary retention. Nineteen patients (65.5%) experienced late functional complications (3 erectile dysfunctions, 3 stress incontinence, and 13 urinary frequency). Fourteen patients displayed recurrence after salvage treatment (48.2%). Median time to introduction of ADT was 15.1 months. ADT-free survival at 1 and 2 years was, respectively, 74% and 61%. In multivariate analysis, ISUP score 4 and PSA nadir <1 ng/mL after CT were significantly associated with time to ADT initiation.

CONCLUSIONS: Salvage focal CT may delay the use of ADT in locally recurrent prostate cancer after RT and offers an alternative for eligible patients. The technique was feasible with acceptable perioperative morbidity and acceptable midterm oncological outcome.

PMID:34781287 | DOI:10.1159/000518980

Categories
Nevin Manimala Statistics

Radiomics outperforms clinical factors in characterizing human papilloma virus (HPV) for patients with oropharyngeal squamous cell carcinomas

Biomed Phys Eng Express. 2021 Nov 15. doi: 10.1088/2057-1976/ac39ab. Online ahead of print.

ABSTRACT

Purpose:To utilize radiomic features extracted from CT images to characterize Human Papilloma Virus (HPV) for patients with oropharyngeal cancer squamous cell carcinoma (OPSCC).Methods:One hundred twenty-eight OPSCC patients with known HPV-status (60-HPV+ and 68-HPV-, confirmed by immunohistochemistry-P16-protein testing) were retrospectively studied. Radiomic features (11 feature-categories) were extracted in 3D from contrast-enhanced (CE)-CT images of gross-tumor-volumes using ‘in-house’ software (‘ROdiomiX’) developed and validated following the image-biomarker-standardization-initiative (IBSI) guidelines. Six clinical factors were investigated: Age-at-Diagnosis, Gender, Total-Charlson, Alcohol-Use, Smoking-History, and T-Stage. A Least-Absolute-Shrinkage-and-Selection-Operation (Lasso) technique combined with a Generalized-Linear-Model (Lasso-GLM) were applied to perform regularization in the radiomic and clinical feature spaces to identify the ranking of optimal feature subsets with most representative information for prediction of HPV. Lasso-GLM models/classifiers based on clinical factors only, radiomics only, and combined clinical and radiomics (ensemble/integrated) were constructed using random-permutation-sampling. Tests of significance (One-way ANOVA), average Area-Under-Receiver-Operating-Characteristic (AUC), and Positive and Negative Predictive values (PPV and NPV) were computed to estimate the generalization-error and prediction performance of the classifiers.Results:Five clinical factors, including T-stage, smoking status, and age, and 14 radiomic features, including tumor morphology, and intensity contrast were found to be statistically significant discriminators between HPV positive and negative cohorts. Performances for prediction of HPV for the 3 classifiers were: Radiomics-Lasso-GLM: AUC/PPV/NPV=0.789/0.755/0.805; Clinical-Lasso-GLM: 0.676/0.747/0.672, and Integrated/Ensemble-Lasso-GLM: 0.895/0.874/0.844. Results imply that the radiomics-based classifier enabled better characterization and performance prediction of HPV relative to clinical factors, and that the combination of both radiomics and clinical factors yields even higher accuracy characterization and predictive performance.Conclusion:Albeit subject to confirmation in a larger cohort, this pilot study presents encouraging results in support of the role of radiomic features towards characterization of HPV in patients with OPSCC.

PMID:34781281 | DOI:10.1088/2057-1976/ac39ab

Categories
Nevin Manimala Statistics

Evaluation of conventional and deep learning based image harmonization methods in radiomics studies

Phys Med Biol. 2021 Nov 15. doi: 10.1088/1361-6560/ac39e5. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the impact of image harmonization on outcome prediction models using radiomics.

APPROACH: 234 patients from the Brain Tumor Image Segmentation Benchmark (BRATS) dataset with T1 MRI were enrolled in this study. Images were harmonized through a reference image using histogram matching (HHM) and a generative adversarial network (GAN)-based method (HGAN). 88 radiomics features were extracted on HHM, HGAN and original (HNONE) images. Wilcoxon paired test was used to identify features significantly impacted by the harmonization protocol used. Radiomic prediction models were built using feature selection with the Least Absolute Shrinkage and Selection Operator (LASSO) and Kaplan-Meier analysis.

MAIN RESULTS: More than 50% of the features (49/88) were statistically modified by the harmonization with HHM and 55 with HGAN (adjusted p-value < 0.05). The contribution of histogram and texture features selected by the LASSO, in comparison to shape features that were not impacted by harmonization, was higher in harmonized datasets (47% for Hnone, 62% for HHM and 71% for HGAN). Both image-based harmonization methods allowed to split patients into two groups with significantly different survival (p<0.05). With the HGAN images, we were also able to build and validate a model using only features impacted by the harmonization (median survivals of 189 vs. 437 days, p=0.006) Significance: Data harmonization in a multi-institutional cohort allows to recover the predictive value of some radiomics features that was lost due to differences in the image properties across centers. In terms of ability to build survival prediction models in the BRATS dataset, the loss of power from impacted histogram and heterogeneity features was compensated by the selection of additional shape features. The harmonization using a GAN-based approach outperformed the histogram matching technique, supporting the interest for the development of new advanced harmonization techniques for radiomic analysis purposes.

PMID:34781280 | DOI:10.1088/1361-6560/ac39e5

Categories
Nevin Manimala Statistics

Breath biomarkers of total body irradiation in non-human primates

J Breath Res. 2021 Nov 15. doi: 10.1088/1752-7163/ac39aa. Online ahead of print.

ABSTRACT

BACKGROUND: Radiation exposure causes oxidative stress, eliciting production of metabolites that are exhaled in the breath as volatile organic compounds (VOCs). We evaluated breath VOCs as potential biomarkers for use in radiation biodosimetry.

METHODS: Five anesthetized non-human primates receive total body irradiation (TBI) of three daily fractions of 120 cGy per day for three days, resulting in a cumulative dose of 10.8 Gy. Breath samples were collected prior to irradiation and after each radiation fraction, and analyzed with gas chromatography mass spectrometry.

RESULTS: TBI elicited a prompt and statistically significant increase in the abundance of several hundred VOCs in the breath, including some that were increased more than five-fold, with100% sensitivity and 100% specificity for radiation exposure. The most significant breath VOC biomarkers of radiation mainly comprised straight-chain n-alkanes (e.g. hexane), as well as methylated alkanes (e.g. 3-methyl-pentane) and alkane derivatives (e.g. 2-butyl-1-octanol), consistent with metabolic products of oxidative stress. An unidentified breath VOC biomarker increased more than ten-fold following TBI, and rose linearly with the total cumulative dose of radiation (R2=0.92).

CONCLUSIONS: TBI of non-human primates elicited increased production of breath VOCs consistent with increased oxidative stress. These findings provide a rational basis for further evaluation of breath VOC biomarkers in human radiation biodosimetry.

PMID:34781275 | DOI:10.1088/1752-7163/ac39aa

Categories
Nevin Manimala Statistics

Effects of brain-computer interface with functional electrical stimulation for gait rehabilitation in multiple sclerosis patients: preliminary findings in gait speed and event-related desynchronization onset latency

J Neural Eng. 2021 Nov 15. doi: 10.1088/1741-2552/ac39b8. Online ahead of print.

ABSTRACT

OBJECTIVE: Brain-Computer Interfaces (BCI) with Functional Electrical Stimulation (FES) as a feedback device might promote neuroplasticity and hence improve motor function. Novel findings suggested that neuroplasticity could be possible in people with multiple sclerosis (pwMS). This preliminary study explores the effects of using a BCI-FES in therapeutic intervention, as an emerging methodology for gait rehabilitation in pwMS.

APPROACH: People with relapsing-remitting, primary progressive or secondary progressive MS were evaluated with the inclusion criteria to enroll the 9 participants required by the statistically computed sample size. Each patient trained with a BCI-FES during 24 sessions distributed in 8 weeks. The effects were evaluated on gait speed (Timed 25 Foot Walk), walking ability (12-item Multiple Sclerosis Walking Scale), quality of life measures, the true positive rate as the BCI-FES performance metric and the event-related desynchronization onset latency of the sensorimotor rhythms.

MAIN RESULTS: Seven patients completed the therapeutic intervention. A statistically and clinically significant post-treatment improvement was observed in gait speed, as a result of a reduction in the time to walk 25 feet (-1.99 s, p=0.018), and walking ability (-31.25 score points, p=0.028). The true positive rate showed a statistically significant improvement (+15.87 score points, p=0.018). An earlier event-related desynchronization onset latency (-180ms) after treatment was found.

SIGNIFICANCE: This is the first study that explored gait rehabilitation using BCI-FES in pwMS. The results showed improvement in gait which might have been promoted by changes in functional brain connections involved in sensorimotor rhythm modulation. Although more studies with a larger sample size and control group are required to validate the efficacy of this approach, these results suggest that BCI-FES technology could have a positive effect on MS gait rehabilitation.

PMID:34781272 | DOI:10.1088/1741-2552/ac39b8