Tag: statistics

J Alzheimers Dis. 2022 Sep 30. doi: 10.3233/JAD-220611. Online ahead of print.

ABSTRACT

BACKGROUND: Diagnostic tests, such as amyloid-β positron emission tomography (PET) scans, can increase appropriate therapeutic management for the underlying causes of cognitive decline. To evaluate the full utility of this diagnostic tool, information is needed on whether results from amyloid-β PET scans influence care-partner outcomes.

OBJECTIVE: This study examines the extent to which previous disclosure of elevated amyloid (suggestive of Alzheimer’s disease (AD) etiology) versus not-elevated amyloid (not suggestive of AD etiology) is associated with changes in care-partner wellbeing.

METHODS: The study used data derived from a national longitudinal survey of Medicare beneficiaries (n = 921) with mild cognitive impairment (MCI) or dementia and their care-partners. Care-partner wellbeing outcomes included depressive symptoms (PHQ-8), subjective burden (4-item Zarit burden score), and a 3-item measure of loneliness. Change was measured between 4 (Time 1) and 18 (Time 2) months after receiving the scan results. Adjusted linear regression models regressed change (Time 2-Time 1) in each outcome on scan result.

RESULTS: Care-partners were primarily white, non-Hispanic, college-educated, and married to the care recipient. Elevated amyloid was not associated with statistically significant Time 1 differences in outcomes or with statistically significant changes in depressive symptoms 0.22 (-0.18, 0.61), subjective burden 0.36 (-0.01, 0.73), or loneliness 0.15 (-0.01, 0.32) for care-partners from one time point to another.

CONCLUSION: Given advances in AD biomarker testing, future research in more diverse samples is needed to understand the influence of scan results on care-partner wellbeing across populations.

PMID:36189596 | DOI:10.3233/JAD-220611

J Alzheimers Dis. 2022 Sep 27. doi: 10.3233/JAD-220590. Online ahead of print.

ABSTRACT

BACKGROUND: The progression of Alzheimer’s disease (AD) varies in different patients at different stages, which makes predicting the time of disease conversions challenging.

OBJECTIVE: We established an algorithm by leveraging machine learning techniques to predict the probability of the conversion time to next stage for different subjects during a given period.

METHODS: Firstly, we used Kaplan-Meier (KM) estimation to get the transition curves of different AD stages, and calculated Log-rank statistics to test whether the progression rate between different stages was identical. This quantitatively confirmed the progression rates known in the literature. Then, we developed an approach based on deep learning model, DeepSurv, to predict the probabilities of time-to-conversion. Finally, to help interpret the deep learning model in our approach, we identified important variables contributing the most to the DeepSurv prediction, whose significance were validated with the analysis of variance (ANOVA).

RESULTS: Our machine learning approach predicted the time to conversion with a high accuracy. For each of the different stages, the concordance index (CI) of our approach was at least 86%, and the integrated Brier score (IBS) was less than 0.1. To facilitate interpretability of the prediction results, our approach identified the top 10 variables for each disease conversion scenario, which were clinicopathologically meaningful, and most of them were also statistically significant.

CONCLUSION: Our study has the potential to provide individualized prediction for future time course of AD conversions years before their actual occurrence, thus facilitating personalized prevention and intervention strategies to slow down the progression of AD.

PMID:36189595 | DOI:10.3233/JAD-220590

Breast Dis. 2022;41(1):383-390. doi: 10.3233/BD-210084.

ABSTRACT

BACKGROUND: A recently introduced CD4+ T subset that mainly secretes interleukin (IL-) 22 has been reported to be associated with a variety of tumors, including colon, gastric, hepatocellular, and small- and large-cell lung carcinoma. Both tumor-promoting and – suppressing roles have been suggested for these cells. In the present study, we aimed to investigate the frequency of IL-22-producing subsets in tumor-draining lymph nodes (TDLNs) of the patients with breast cancer and determine their association with the clinicopathological characterizations of the disease.

METHODS: Thirty untreated women diagnosed with breast cancer were enrolled and their axillary lymph nodes were dissected during surgery. Mononuclear cells were isolated using Ficoll density gradient, activated, permeabilized, and stained by fluorochrome-conjugated antibodies against CD4, IL-22, IL-17, and IFNγ. The cells were then acquired on the FACSCalibur flow cytometer, and raw data was analyzed by the FlowJo software package (V10).

RESULTS: Our results demonstrated that 2.39% ± 0.39 of CD4+ lymphocytes in TDLNs of patients with breast cancer produced IL-22. Among them, 0.64% ± 0.8 just produced IL-22 but were negative for IFNγ and IL-17. Statistical analysis indicated that the frequency of CD4+IL-22+ cells was significantly higher in the patients with stage III and the ones with 3-9 tumor involved lymph nodes (N2) compared to those with stage II and those having 1-3 tumor involved lymph nodes (N1) (P = 0.008 and P = 0.004, respectively).

CONCLUSION: The higher frequency of IL-22-producing cells in draining lymph nodes of patients with more advanced tumors (higher stage (stage III) and more involved lymph nodes) suggests a role for IL-22-producing cells in the tumor progression and invasion. However, further studies with larger sample size and more functional studies are needed to clarify the role of IL-22-producing cells in breast cancer pathogenesis.

PMID:36189579 | DOI:10.3233/BD-210084

Mymensingh Med J. 2022 Oct;31(4):1170-1178.

ABSTRACT

Oral submucous fibrosis is a premalignant condition largely seen in the South-Asian countries mainly due to the consumption of areca nut. Pentoxifylline is a methylxanthine derivative, with vasodilating, anti-inflammatory and immune modulatory properties and is believed to increase the vascularity of the mucosal layer. The study was conducted to clinically assess the effectiveness of orally given pentoxifylline with dexamethasone (4mg/ml) given intralesionally and hyaluronidase 1500 IU with 0.5ml of 2.0% lignocaine plus multivitamins in the management of Oral submucous fibrosis patients pertaining to the Terai belt of Nepal. This study was conducted as an experimental study consisting of 70 oral submucous fibrosis patients who were divided blindly into two groups i.e. control or standard drug group (n=35) and experimental drug group (n=35). Standard drug group were given biweekly intralesional injections of dexamethasone (4mg/ml) and hyaluronidase 1500IU with 0.5ml of 2.0% lignocaine plus one capsule of multivitamins daily for a period of 12 weeks whereas experimental drug group were given pentoxifylline tablets 400mg 3 times daily for 12 weeks in addition to the drugs given to the standard drug group. Variables considered in the study were burning sensation, mouth opening, tongue protrusion and cheek flexibility using visual analog scale, vernier caliper, cheek retractor and a metric scale. On comparing, statistically significant results were seen in experimental drug group as far as reduction in burning sensation (p<0.001) and increase in mouth opening (p<0.001) was concerned. As far as improvement in tongue protrusion and cheek flexibility were concerned, the results were appreciating but statistically not significant (p=0.231) and (p=0.251) respectively. This study showed the effectiveness of pentoxifylline as an adjunct in the routine management of oral submucous fibrosis.

PMID:36189568

Mymensingh Med J. 2022 Oct;31(4):1162-1169.

ABSTRACT

Inadvertent perforation of the root apex during endodontic procedure in maxillary posterior teeth may unnecessarily invite the complications of sinusitis or inflammatory responses. This becomes even more important when performing endodontic surgical procedures. Thus, it is mandatory to have the precise knowledge of anatomic structures which are in close proximity to the apex of roots and its variations among different geographic area. This retrospective observational study was performed in the Central India to assess the spatial relationships between the maxillary second pre-molar (sPM), maxillary first molar (M1), maxillary second molar (M2) with the maxillary sinus floor using cone beam computed tomography (CBCT) in all three axial, sagittal and coronal sections from year 2016 to 2021. Three hundred and sixty teeth were examined through sixty full volumes CBCT scans of the patients in between year 2016-2021 in Indore, (MP, India). The Distances (D) between the examined roots and the sinus floor, were evaluated using CBCT in all three sections, and grouped in 7 classes. To simplify, Class 1 and 2 were grouped as Negative Configuration where apices are protruding into sinus floor, Class 3 as Zero and Class 4-7 as Positive configuration. The data were analyzed statistically using SPSS system. The prevalence of class 1 and 2 (negative configuration) was the highest for the Palatal of M1 (16.67%) followed by Distobuccal of M1 (13.34%). The prevalence of class 3 that is Zero configuration was the highest for the Mesiobuccal of M2 (63.33%). The results suggested all the three teeth roots showed closed proximity with sinus floor, closest relationship with the sinus floor was seen in palatal of M1 in this study.

PMID:36189567

Mymensingh Med J. 2022 Oct;31(4):1153-1161.

ABSTRACT

In the past few decades, many medical professionals and dentists have paid close notice to their own fields, specializing in medicine pertaining to body and oral cavity respectively. Currently, this void is rapidly closing between all medical specialties, in presence of significant findings that supports association between periodontal disease and systemic conditions. Till now, some practitioners are not aware about the specialties of dentistry that results in improper referral practices. There are few studies on referral practice pertaining to periodontist, not with standing the fact that clear and effective communication between all health practitioners is essential for good practice. A cross-sectional study was carried out to assess the knowledge and awareness about systemic effects of periodontal disease among medical, dental and alternate medical practitioners and their referral practice to periodontist in Kanpur city. This cross-sectional study was carried out using self-reported questionnaire, distributed to 560 practitioners of various medical fields from January 2020 to August 2021. A total of 206(36.8%) Medical, 194(34.6%) Dentists and 160(28.6%) alternative practitioners participated in study. More than half participants agreed about relationship between periodontal diseases and Diabetes Mellitus, Cardio-VascularDisease and Adverse Pregnancy Outcomes. Among all 31.3% showed good knowledge level while 2.7% showed perfect level of practitioner’s referral practice to periodontist. Dentists had statistically higher level of awareness compared to physicians. Referral practice to periodontist was deficit by medical and alternate medical practitioners despite of fact; they have good knowledge of relationship between periodontal disease and systemic health. Hence, interdisciplinary dental and medical training of practitioners is recommended.

PMID:36189566

Mymensingh Med J. 2022 Oct;31(4):1148-1152.

ABSTRACT

The fundamental objective of pulp treatment is to preserve the integrity and health of oral tissues. Pulp necrosis or irreversible pulpitis is the key indication for performing pulpectomy in primary teeth. It can be performed as a single-visit or multi-visit procedure using suitable obturating material. Various obturating materials can be used like zinc-oxide eugenol or metapex. A controversy reflects in literature and among experts in regard to single-visit or multi-visit endodontics. Hence, the purpose of this randomized clinical trial is to assess the incidence of postoperative pain with zinc oxide eugenol and metapex as an obturating material in single-visit and multiple-visit pulpectomy. The study was conducted at M S Ramaiah Dental College and Hospital, Bangalore in one year duration from 2020 to 2021. Two groups of children, forty in each group, aged between four to eight years, were included in the study. Groups were divided to perform single-visit and multi-visit endodontics with zinc-oxide eugenol and metapex as obturating material. The sample size of 40 were considered and allocated to respective group by concealment allocation. The conventional pulpectomy procedure was carried out. The post operative pain was assessed by using the pain scale through the telephonic conversation with the patient within 24 hours of treatment. Proportions were compared using Chi-square test of significance and the “p” value of less than 0.05 indicates statistical significance. The results showed, no statistically significant difference in teeth obturated with zinc oxide eugenol and metapex in both single-visit and multi-visit pulpectomy. The comparison of zinc oxide eugenol and metapex in single-visit group and multi-visit group had a ‘p’ value of 0.9233 and 0.4233 respectively. There were no differences between single and multi-visit treatment protocols with respect to the incidence of post operative pain. Single visit pulpectomy can be performed with added advantages with either zinc oxide eugenol or metapex.

PMID:36189565

Mymensingh Med J. 2022 Oct;31(4):1057-1067.

ABSTRACT

The outcomes of acute coronary syndromes (ACS) vary internationally, given regional differences in patient co-morbidities, access to health care, interventional procedures and adherence to guideline-based management practices. This study aimed to identify the predictors of mortality from a large ACS registry of patients admitted to a tertiary care cardiac centre in Dhaka, Bangladesh. This was a hospital record based retrospective cross sectional observational study that included all patients presenting with ACS to Ibrahim Cardiac Hospital and Research Institute, Dhaka, Bangladesh from January 2013 to December 2013. Data were collected from cardiac catheterization laboratory database and hospital discharge records. Statistical analysis was done using Statistical Package for Social Sciences (SPSS) version 16.0. A p value <0.05 was considered statistically significant. Ethical approval was obtained by Institutional Review Board of the hospital. A total of 1914 ACS patients were studied: 39.8% presented with ST-elevation myocardial infarction (STEMI), 39.7% with non-ST-elevation myocardial infarction (NSTEMI) and 20.5% with unstable angina (UA). There were 146 in-hospital deaths (7.6%). Mortality was highest among STEMI patients (10.5%), followed by NSTEMI (8.1%) and UA (1.03%). The mean age of expired patients was significantly higher than that of those who survived (64.82±12.14 years vs. 57.32±11.99 years; p<0.001). Male patients were 71.4%, with no significant gender differences observed between expired and surviving groups. Age >50 years {odds ratio (OR) 2.56, p=0.005}, chronic kidney disease (CKD) (OR 2.1, p<0.001), shock (OR 16.82, p<0.001), left ventricular failure (LVF) (OR 2.43, p<0.001) and STEMI (OR 1.92, p=0.002) were independent predictors of mortality among ACS patients. Although diabetes per se was not associated with mortality (OR 1.3; 95% CI=0.89-1.91; p=0.169), uncontrolled diabetes defined as HbA1c levels ≥7.5% had significant risk of mortality (OR 51.4, p<0.001). ACS patients who did not undergo angiography (OR 16.4; p<0.001) or PCI (OR 18.9; p<0.001) had greater risk of mortality. ACS patients complicated with shock, LVF, uncontrolled diabetes and CKD had increased risk of in-hospital mortality. Improved outcomes may be likely with prompt angiography and PCI during index admission. This study is a preliminary initiative, and prospective multi-centre registries with nation-wide involvement are warranted.

PMID:36189552

Mymensingh Med J. 2022 Oct;31(4):1048-1056.

ABSTRACT

Avascular necrosis (AVN) of femoral head is an increasingly common cause of musculoskeletal disability. Most of the cases caused by steroid induced and traumatic but idiopathic cause are not also uncommon. Almost all the patients presented with pain at the hip, limping gait, restricted movement and difficulty in waking and squatting and becomes disabled. Core decompression and muscle pedicle bone graft at stage IIA, IIB and III provides painless and mobile life. Core decompression supplemented with bone graft to enhance mechanical support and augment healing. We have started a prospective study for the treatment of AVN of Femoral head at stage IIA, IIB and III by core decompression and Tensor fascia lata muscle pedicle bone graft in the department of Orthopaedic surgery Bangabandhu Seikh Mujib Medical University (BSMMU), Dhaka, Bangladesh from January 2009 to December 2019. Aim of the study was to assess the effectiveness of core decompression and tensor fascia lata muscle pedicle bone graft in the treatment of AVN of femoral head at stage IIA, IIB and III. A total 48 patients and 65 hips were operated. Out of 48 patients, male was 30(62.50%) and female was 18(37.5%). Male-Female ratio was 1.66:1. Age of the patients ranging from 20 years to 50 years, mean age 36±4.65 years. According to aetiology corticosteroid induced was 47/65 (72.31%), idiopathic was 8(12.31%), post traumatic was 4(6.15%), ITP was 2(3.08%), ALL was 2(3.08%), and alcohol induced was 2(3.08%) of femoral head involvement. According to Ficat and Arlet’s staging, stage IIA hip involvement was 28/65(43.08%), stage IIB was 32(49.23%) and stage III was 5(07.69%). All patients were treated with core decompression along with tensor fascia lata (TFL) muscle pedicle bone graft. All patients were followed clinically and radiologically at regular interval. Follow up period was 6 months to 10 years. Harris hip score (HHS) was used for evaluation of clinical outcome. Among the 65 hips, 24(36.92%) was excellent outcome (HHS >90), 30(46.15%) was good outcome (HHS: 80-90), 7(10.78%) was fair outcome (HHS: 70-79) and 4(6.15%) was poor outcome. For valid statistical analysis excellent and good results were grouped as satisfactory that was 54(83.07%) and fair and poor results were grouped as unsatisfactory that was11(16.93%), p value is <0.001 that is significant. It has been concluded that core decompression and TFL muscle pedicle bone graft is a pain relieving, head preserving procedure and improve hip function for the management of AVN of femoral head in stage IIA, IIB and III.

PMID:36189551

Mymensingh Med J. 2022 Oct;31(4):1020-1026.

ABSTRACT

Meningitis literally means inflammation of the meninges. It is mostly caused by bacteria, virus, fungus and protozoa and pyogenic meningitis constitutes a serious neurological disorder associated with significant morbidity and mortality in developing countries. This study was carried out to evaluate the clinical presentation and immediate outcome of pyogenic meningitis in children. This was a prospective observational study and conducted at department of Paeditrics in Cumilla Medical College Hospital, Cumilla, Bangladesh from July 2014 to June 2015. Total 50 children were diagnosed as pyogenic meningitis fulfilling the inclusion criteria was included in this study. Cases were enrolled purposively. Immediately after admission through history and clinical examination, complete blood count, random blood sugar, Cerebrospinal fluid (CSF) examination and blood culture was done in all patients. For statistical analysis chi-square test was done and significance of analysis was made when p value <0.05. This study includes patients aged between 2 months to 12 years and male female ratio was 1.5:1. Several risk factors like male sex (60.0%), age below one year (42.0%), Protein energy malnutrition (PEM) (30.0%), not exclusively breastfed (44.0%) were identified. Common presenting complaints were fever (100.0%), convulsion (96.0%), altered consciousness (42.0%) and vomiting (38.0%). Common physical signs were neck rigidity (56.0%), Kernig’s sign (26.0%) and bulged fontanelle (34.0%). CSF was hazy in 54.0%, clear in 38.0% and turbid in 08.0% cases, CSF protein was more than 100mg/dl in 90.0% of the cases and glucose was less than 40mg/dl in most of the cases (94.0%). Streptococcus Pneumoniae (49.0%) followed by Neisseria Meningitidis (38.0%) were the two most commonly isolated organism responsible for pyogenic meningitis. Mortality rate during hospital stay was 18.0% and complications developed in 18.0% of cases. To avoid maltreatment in our resource limited setting due to failure of identifying organism, this study might help to administer appropriate antibiotics against organism and to reduce morbidity and mortality in meningitis. This study revealed less mortality rate in our country than neighbors and severe malnutrition important risk factors for the burden of pyogenic meningitis. It requires large scale multicentre studies to establish the whole scenario of Bangladesh.

PMID:36189547