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Nevin Manimala Statistics

Q-functions, synchronization, and Arnold tongues for coupled stochastic oscillators

Chaos. 2025 Jul 1;35(7):073150. doi: 10.1063/5.0276714.

ABSTRACT

Phase reduction is an effective theoretical and numerical tool for studying the synchronization of coupled deterministic oscillators. Stochastic oscillators require new definitions of the asymptotic phase. The Q-function, i.e., the slowest decaying complex mode of the stochastic Koopman operator (SKO), was proposed as a means of phase reduction for stochastic oscillators. In this paper, we show that the Q-function approach also leads to a novel definition of “synchronization” for coupled stochastic oscillators. A system of coupled oscillators in the synchronous regime may be viewed as a single (higher-dimensional) oscillator. Therefore, we investigate the relation between the Q-functions of the uncoupled oscillators and the higher-dimensional Q-function for the coupled system. We propose a definition of synchronization between coupled stochastic oscillators in terms of the eigenvalue spectrum of Kolmogorov’s backward operator (the generator of the Markov process, or the SKO) of the higher-dimensional coupled system. We observe a novel type of bifurcation reflecting (i) the relationship between the leading eigenvalues of the SKO for the coupled system and (ii) qualitative changes in the cross-spectral density of the coupled oscillators. Using our proposed definition, we observe synchronization domains for symmetrically coupled stochastic oscillators that are analogous to Arnold tongues for coupled deterministic oscillators.

PMID:40737692 | DOI:10.1063/5.0276714

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Nevin Manimala Statistics

Agreement Between TDK Silmee W22 and ActiGraph wGT3X-BT for Estimating Daily Step Counts and Moderate to Vigorous Physical Activity in Free-Living Adults: Comparative Study

JMIR Form Res. 2025 Jul 30;9:e64602. doi: 10.2196/64602.

ABSTRACT

BACKGROUND: Wearable Internet of Things (IoT) devices are powerful tools for remotely collecting intensive longitudinal data. The TDK Silmee W22, a wristband-type wearable IoT device with a built-in 3-axis acceleration sensor, provides minute-by-minute physical activity data such as estimated metabolic equivalents (METs) and step counts. These measurements can be aggregated to daily estimates; however, their accuracies have not been fully explored in adults under free-living settings.

OBJECTIVE: This study aims to assess the agreement between the TDK Silmee W22 and the research-grade activity monitor, ActiGraph wGT3X-BT, in estimating daily steps and time spent in moderate to vigorous physical activity (MVPA ≥3 METs) in adults under free-living settings.

METHODS: A convenience sample of young to older adults was recruited from communities across several prefectures in Japan. Participants concurrently wore a TDK Silmee W22 on their nondominant wrist and an ActiGraph wGT3X-BT on the left side of the waist during waking hours for 7 consecutive days. Data were aggregated to daily steps and time spent in MVPA (≥1952 vertical axis counts/minute for ActiGraph) for each participant. A valid day was defined as having ≥ 10 hours of accumulated ActiGraph wear time with ≥100 and <50,000 accumulated steps from both devices. Each valid day was classified as either an active day (≥10,000 steps/day or ≥21.4 minutes MVPA per day) or an inactive day. Bland-Altman plots combined with multilevel analysis and κ statistics were used to assess the agreement between physical activity estimates from the devices.

RESULTS: A total of 129 participants (n=66, 51.2% women) aged 23-89 years provided the final dataset of 884 observations (5 to 7 daily observations/participant). The TDK Silmee W22 estimated an overall mean of 6369 (SE 242) steps/day and 40.3 (SE 1.9) minutes/day spent in MVPA. Although Bland-Altman plots suggested no obvious proportional bias, fixed biases were observed; the TDK Silmee W22 estimated -1203 steps/day (95% limits of agreement [LoA] -4202 to 1796) and +5 minutes/day (LoA-23 to 34) spent in MVPA compared with those estimated by the ActiGraph wGT3X-BT. TDK Silmee W22 and ActiGraph wGT3X-BT, respectively, classified 14% and 23.1% as active by daily step counts (κ=0.65, 95% CI 0.59-0.72), and 70.4% and 60.9% as active by daily time spent in MVPA (κ=0.64, 95% CI 0.59-0.69), both indicating moderate agreement.

CONCLUSIONS: TDK Silmee W22 underestimated step counts and overestimated time spent in MVPA compared with the research-grade ActiGraph wGT3X-BT, which may lead to misclassification of active and inactive days. Caution is warranted when using TDK Silmee W22 data over relatively short periods, as discrepancies-particularly when compared with research-grade monitors-may affect feedback or goal setting.

PMID:40737677 | DOI:10.2196/64602

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Nevin Manimala Statistics

SERUM TSH, FT3, FT4, AND FASTING BLOOD GLUCOSE LEVELS TO INVESTIGATE THE ASSOCIATION BETWEEN THYROID DYSFUNCTION AND TYPE 2 DIABETES MELLITUS

Georgian Med News. 2025 May;(362):209-213.

ABSTRACT

INTRODUCTION AND OBJECTIVE: The relationship between thyroid hormones and glucose metabolism is complex. Thyroid hormones, particularly triiodothyronine (FT3) and thyroxine (FT4), play crucial roles in regulating basal metabolic rate, lipid metabolism, and glucose homeostasis. Alterations in these hormones can influence insulin sensitivity and secretion. This study aims to evaluate serum TSH, FT3, FT4, and fasting blood glucose levels to demonstrate the association between thyroid dysfunction and T2DM.

METHODOLOGY: This study included 219 male and female participants aged 23 to 74 years; 149 patient participants diagnosed with T2DM using the American Diabetes Association’s (ADA) criteria compared with 70 non-diabetic patients. Thyroid function tests, including serum Thyroid Stimulating Hormone (TSH), Free Triiodothyronine (FT3), and Free Thyroxine (FT4) levels, were performed. The patients divided into three age groups based on WHO age group classification: Young Adults (23-30), Middle-aged adults (31-45) and Old-aged adults (>45). Statistical analysis by SPSS 26 used to determine the relationship between fasting blood glucose and thyroid hormone levels.

RESULTS: This study conducted on 219 diabetic and non- diabetic patient males and females 149 males and females’ diabetics compared with 70 males and females with non- diabetes mullites disease, age of two groups between 23- 74 years and classified into three groups young adults, middle-aged adults, and old-aged adults. Observed from these results significant difference in the mean levels of FBG in the diabetic patients (116.4±21.1 mg/dL) compared to non-diabetic individuals (96.7±14.1 mg/dL) with a P value=0.031. TSH levels were significantly lower in diabetic patients (2.18±0.97 µIU/mL) than in non-diabetics (3.05±1.09 µIU/mL; P value=0.029). The results showed significant elevated of FT3 levels in diabetic patients (1.81±0.52 pg/mL) compared to non-diabetic’s individuals (1.35±0.25 pg/mL; P value=0.048). Also, FT4 levels significantly higher in the diabetic patients (114±17.7 ng/L) compared to the non-diabetic individuals (107±18.4 ng/L; P value=0.018). These results demonstrated that diabetes mellitus play important role associated with changed in both glucose metabolism and thyroid hormone profiles.

CONCLUSION: Significant differences in fasting blood glucose and thyroid hormone levels between the diabetic and non-diabetic patients were observed in this study. The correlation between diabetes, thyroid and glucose metabolism was demonstrated by a negative correlation with TSH and positive correlations with FT3, FT4, and glucose.

PMID:40737671

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Nevin Manimala Statistics

THE FREQUENCY AND IMPACT OF ENERGY DRINK CONSUMPTION ON BMI AMONG UNDERGRADUATE STUDENTS AT ALNOOR UNIVERSITY

Georgian Med News. 2025 May;(362):198-203.

ABSTRACT

BACKGROUND: Energy drink consumption has increased among college students, but its impact on health measures like body mass index (BMI) is not well understood, particularly in Iraqi populations.

OBJECTIVES: This study aimed to characterize energy drink intake patterns and investigate associations with BMI among undergraduate students at Alnoor University in Iraq.

METHODS: A cross-sectional survey of 270 students collected data on demographics, energy drink intake frequency, sleep duration, physical activity levels, and measured BMI. Descriptive statistics, chi-square tests, and Fisher’s exact tests analyzed relationships between variables.

RESULTS: Over 45% of students consumed energy drinks, with 9.3% drinking them ≥4 times/week. Males consumed energy drinks more frequently than females (p<0.001). Energy drink intake frequency was not significantly associated with BMI categories (p=0.399) or sleep duration (p=0.632). Half of students slept ≤6 hours/night and 53.7% exercised <1 hour/week. Based on BMI, 35.9% were overweight, 13% obese, and 1.1% morbidly obese.

CONCLUSION: Energy drink consumption was common in this Iraqi college population, especially among males, but was not significantly related to BMI or sleep duration. Students had high rates of overweight/obesity and insufficient sleep and physical activity. Universities should promote healthy lifestyles in this at-risk group.

PMID:40737669

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Nevin Manimala Statistics

IMPACT OF PHOTODYNAMIC THERAPY ON ORAL HEALTH IN PATIENTS UNDERGOING FIXED ORTHODONTIC TREATMENT: A RANDOMIZED CONTROLLED TRIAL

Georgian Med News. 2025 May;(362):186-193.

ABSTRACT

AIM: This study aimed to evaluate the effects of photodynamic laser therapy (PDT) on the condition of gingiva and dental plaque in patients with fixed orthodontic appliances (FOA) at various time intervals during orthodontic treatment.

METHODOLOGY: This research is a randomized controlled trial involving 60 patients with fixed orthodontic appliances, divided into two groups of 30 each. The first group served as the control, while the second group received the photodynamic treatment. Assessments of gingival and plaque conditions were conducted at two different time intervals. On the first day (T1), the gingival condition and dental plaque levels were evaluated using the gingival index (GI) and the dental plaque index (DPI) based on the Löe-Sillness and Sillness-Löe indexes. The test group was administered PDT with methylene blue, while the control group did not receive laser activation. On the 30th day (T2), gingival and plaque conditions were re-evaluated using the GI and DPI. Results were analyzed with SPSS, using independent samples t-tests and repeated measures ANOVA.

RESULTS: In T1, the gingival condition according to GI in the test group was 50% mild inflammation, 36.7% normal, and 13.3% moderate inflammation. In T2, it shifted to 50% normal, 43.3% mild, and 6.7% moderate inflammation. Dental plaque at T1 according to DPI: 40% had film on the gingival margin, 36.7% moderate deposits in pocket, 16.7% no plaque, and 6.7% abundant soft matter. At T2: 56.7% film on margin, 30% no plaque, 13.3% moderate deposits in pocket. ANOVA revealed significant differences in GI and DPI (p<0.05).

CONCLUSIONS: PDT with methylene blue demonstrates a statistically significant improvement in gingival health and reduction in dental plaque accumulation in patients undergoing FOA. This suggests that PDT could be a valuable adjunct to traditional oral hygiene practices for managing gingivitis and plaque-related issues in orthodontic patients.

PMID:40737667

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Nevin Manimala Statistics

ASSOCIATION BETWEEN ANTI-THYROID PEROXIDASE ANTIBODY LEVEL AND THYROID FUNCTION PROFILE IN TYPE 2 DIABETIC PATIENTS

Georgian Med News. 2025 May;(362):171-179.

ABSTRACT

BACKGROUND: Diabetes mellitus and thyroid dysfunction are the two most prevalent endocrine disorders. Patients with type 2 diabetes mellitus are more likely to experience both hypothyroidism and hyperthyroidism than nondiabetic. Uncontrolled T2DM can cause insulin resistance affecting thyroid. Thyroid autoimmunity is caused by autoantibodies.

AIM: This research aims to evaluate the Association between Anti- Thyroid Peroxidase (ATPO) level and Thyroid function profile in Type 2 Diabetic Patients in Ajman-UAE.

METHODS: This cross-sectional study was conducted on patients at Thumbay Hospital, Ajman, UAE. FBG (Fasting Blood Glucose) sample collected in Fluoride oxalate anticoagulant, whole blood EDTA for HbA1c and Serum tube collected for A-TPO, Thyroid-stimulating hormone (TSH), Free T3(FT3), Free T4 (FT4). Glucose was measured spectrophotometrically and A-TPO, TSH, FT3, FT4 were analyzed based on Electrochemiluminescence technology. HbA1c was analyzed immunoturbidimetric method.

RESULTS: A total of 250 individuals were participated in this study (125 males and females with type 2 diabetes mellitus disease compared to 125 males and females with non- diabetic). The results revealed a statistically significant difference in fasting blood glucose (FBG), HbA1c, thyroid-stimulating hormone (TSH), free T3 (FT3), and anti-thyroid peroxidase antibody (A-TPO) levels between type 2 diabetic patients and non-diabetic controls. Among diabetic participants, there was a significant difference in the mean values of HbA1c, FBG, TSH, and A-TPO between controlled and uncontrolled diabetic groups. Additionally, significant differences in HbA1c, FBG, TSH, and free T4 (FT4) levels were observed between male (43%) and female (57%) diabetic patients. A positive correlation was also identified between A-TPO levels and FBG, HbA1c, and TSH, indicating a potential link between thyroid autoimmunity and glycemic control.

CONCLUSION: T2DM patients who have elevated anti-TPO antibodies are at risk of developing functional thyroid problems in the future. In summary, there is a noteworthy distinction between those with diabetes and those without, and the moderate positive association between serum TSH and A-TPO in T2DM patients suggests that autoimmunity plays a part in Type 2 diabetes. We conclude that patients with diabetes mellitus require regular thyroid disease screening.

PMID:40737665

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Nevin Manimala Statistics

THE INFLUENCE OF COCONUT OIL ON GINGIVITIS FOR 18-22 YEARS OLD DENTAL STUDENTS

Georgian Med News. 2025 May;(362):139-144.

ABSTRACT

AIM: To find the efficacy of virgin coconut oil mouthwash on gingivitis in 18-22 years old dental students.to compare the efficacy between once or twice daily wash and also to compare the efficacy between males and females.

METHODS: This study was undertaken in Mosul city during the academic year 2023-2024. The sample consisted of 60 students (30 males and 30 females) with mild to moderate gingivitis, who were collected from the College of Dentistry at the University of Mosul and ranged in age from 18 to 22 years. The sample was divided into two groups of 30 participants each, as follows: Group (1): (30 students) were instructed to swish with (10 ml) of coconut oil for (1-2) minutes once daily after having breakfast. Group (2): (30 students) were instructed to swish with (10 ml) of coconut oil for (1-2) minutes twice daily, the first time in the morning after breakfast and the other time in the evening after brushing before going to sleep. The period of study was 30 days. the gingival index was assessed at baseline, after 15 days, and after 30 days.

RESULTS: A statistically significant decrease in the gingival index was noticed from day 15, and the scores continued to decrease during the period of study. The gingival index decreased in both groups, in Group 1 from a mean value (2.05) to (0.42) and in Group 2 from (2.04) to (0.44). Non-significant side effects were reported during the study, and there was non-significant difference between group (1) and group (2). There was significant difference in response between male and female participants.

CONCLUSION: Swishing using coconut oil is an effective adjuvant procedure in decreasing gingivitis.

PMID:40737661

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Nevin Manimala Statistics

GENES ENCODING HEAT-RESISTANT OBSCURE PROTEINS WITH CHAPERONE-LIKE ACTIVITIES-BBLN AND SERF2-ARE ASSOCIATED WITH CORONARY ARTERY DISEASE RISK: A PILOT STUDY

Georgian Med News. 2025 May;(362):133-138.

ABSTRACT

BACKGROUND: Coronary artery disease (CAD) is one of the main death causes around the world. Molecular chaperones (MCs) are heavily implicated in the pathogenesis of CAD. The role of recently discovered MCs called Hero-proteins in the CAD development is still unknown, hence we are set out to study the effect of genes encoding Hero proteins – BBLN and SERF2 – on the CAD risk.

METHODS: The research included 2164 unrelated Russians (836 patients with CAD and 1328 healthy controls). SERF2 SNP rs4644832 and C9orf16 SNP rs2900262 were genotyped using allele-specific probe-based PCR. Statistical analysis was done using PLINK v1.9.0-b.7.7 and R software. The analysis was carried out in the whole group and additionally in the groups stratified by sex and smoking status.

RESULTS: The T allele of rs2900262 BBLN is a risk allele for females (OR=1.74, 95%CI 1.07-2.82, P=0.02), and, in contrast, has a protective effect in males (OR=0.56, 95%CI 0.36-0.88, P=0.01). The G allele of rs4644832 SERF2 is a risk allele for smokers (OR=1.34, 95%CI 1.004-1.79, P=0.047). Furthermore, in females the G allele is associated with a higher thrombocyte count (p=0.04) and a higher extent of left coronary artery damage (p=0.04).

CONCLUSIONS: This study reveals the novel genetic association between rs2900262 BBLN, rs4644832 SERF2 and the risk CAD risk. It allows to suggest that both Hero-proteins are involved in the pathogenesis of CAD via regulation of proteostasis.

PMID:40737660

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Nevin Manimala Statistics

QUALITY OF LIFE AND ORAL HEALTH IMPACT IN EDENTULOUS PATIENTS WITH COMPLETE DENTURES: EVIDENCE FROM OHIP-5 RESPONSES

Georgian Med News. 2025 May;(362):129-132.

ABSTRACT

Edentulism impairs quality of life. Complete dentures are a common solution, though outcomes vary. The OHIP-5 provides a brief, validated measure of oral health impact.

AIM: The aim of the study is to evaluate the effect of complete dentures on oral health-related quality of life using the OHIP-5.

MATERIAL AND METHODS: A cross-sectional study of 100 edentulous patients was conducted. Inclusion required healthy oral conditions; exclusions included xerostomia and poor tissue health. Participants completed the OHIP-5 questionnaire. Data were analyzed using SPSS v22.0 with descriptive statistics. Higher scores indicated greater negative impact.

RESULTS: Among 100 edentulous participants (50% male, 50% female), responses to the OHIP-5 indicated variable impacts of complete dentures. Most reported minimal issues with chewing (35.29%) and pain (33.65%), while psychological concern and taste disturbances were more frequent in a proportion of patients (31.96% and 28.87%, respectively).

DISCUSSION: The findings demonstrate generally positive adaptation to complete dentures, though functional and psychosocial challenges persist in a significant minority. Pain, psychological discomfort, and prosthesis misfit were key contributors to reduced satisfaction, consistent with prior studies emphasizing the multidimensional nature of denture-related quality of life.

CONCLUSION: Complete dentures have a measurable impact on OHRQoL. While most patients adapt satisfactorily, individualized management, follow-up care, and improved communication are essential for addressing residual discomfort. The OHIP-5 is a valid tool for monitoring patient-centered outcomes in prosthodontics.

PMID:40737659

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Nevin Manimala Statistics

UNVEILING LADA: PREVALENCE AND CHARACTERISTICS AMONG TYPE 2 DIABETIC PATIENTS IN PORT SUDAN, SUDAN

Georgian Med News. 2025 May;(362):122-128.

ABSTRACT

BACKGROUND: The intermediate type of diabetes, known as latent autoimmune diabetes in adults (LADA), has traits in common with both type 1 and type 2 diabetic mellitus (T2DM). Initial insulin independence leads to misdiagnosis of type 2 diabetes.

AIM: This study sought to ascertain the prevalence and features of LADA in patients with type 2 diabetes in Port Sudan, Sudan.

METHODS: A comparative cross-sectional study was conducted from April 2020 to January 2024 at the Osman Degna Hospital and Ahmed Hassan Diabetic Center, Port Sudan. A total of 250 T2DM patients were recruited: 150 insulin-requiring patients after years of diagnosis (study group) and 100 non-insulin-requiring patients (control group). Structured interviews were used to gather demographic and clinical information, and a fully automated chemiluminescence immunoassay (CLIA) was used to quantify the blood levels of C-peptide, GAD-65A (glutamic acid decarboxylase 65 autoantibody), and IA-2A (Insulinoma-Associated Protein 2 Autoantibody) autoantibodies. SPSS version 26 was used for statistical analysis, and p<0.05 was chosen as the significance level.

RESULTS: 10.7% of patients with type 2 diabetes had LADA. Compared to the non-LADA group (1.47±0.04 ng/ml, p<0.0001), the C-peptide levels in the LADA group were significantly lower (0.50±0.18 ng/ml). Compared to non-LADA patients, GAD-65A and IA-2A autoantibody titers were higher in LADA patients (p<0.0001). Patients with LADA had lower waist circumferences (79.62±15.42 cm vs. 92.55±17.24 cm, p<0.0001) and BMIs (Body Mass Index) (21.02±4.21 kg/m2 vs. 24.02±3.48 kg/m2, p<0.0001). Furthermore, 68.75% of patients with LADA had a first-degree family history of diabetes, compared to 50% of non-LADA patients.

CONCLUSION: LADA is underdiagnosed, with a prevalence of 10.7% among T2DM Sudanese patients. GAD-65A autoantibodies are the most sensitive biomarker. For prompt diagnosis and treatment, early screening is recommended.

PMID:40737658