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Nevin Manimala Statistics

Eating Habits of People with Type 2 Diabetes Mellitus in Portugal: A Cross-Sectional Study

Acta Med Port. 2024 Jan 3;37(1):27-35. doi: 10.20344/amp.19738. Epub 2024 Jan 3.

ABSTRACT

INTRODUCTION: Nutrition is a cornerstone of diabetes mellitus prevention and management; therefore, it is essential to enable patients to adopt healthy eating habits. Previous studies have not yet documented the main errors in the eating habits of Portuguese people with type 2 diabetes mellitus. This study aims to identify the main errors in the eating habits of people living with type 2 diabetes mellitus in Portugal and to evaluate its associations with sociodemographic variables.

METHODS: Cross-sectional multicentric study in a convenience sample of people with type 2 diabetes mellitus in Primary Health Care Units. The UK Diabetes and Diet Questionnaire (UKDDQ) – translated and adapted, was applied from July to October 2022. Descriptive and inferential statistical analyses were conducted.

RESULTS: Of the 550 participants, 52.2% were female, 68.3% were 65 years or over, 55.8 % had an education level up to the fourth grade, 24.7% had economic deprivation, and the mean time since diagnosis was 10.60 ± 8.13 years. Only 36.2% of the sample had a healthy UKDDQ score. Less than 50% of the sample had healthy scores for the items “high-fiber rice or pasta”, “high-fiber bread”, “butter, margarine and vegetable oils” and “vegetables and pulses”. Only 8.9% of the sample had a healthy consumption of fiber. About 70.4% reported healthy scores for the consumption of “high-added-sugar foods” and 54.7% for “high-saturated fat”. A statistically significant weak positive correlation was found between the UKDDQ score and age (ρ = 0.201, p < 0.001) with a more frequent choice of healthy foods with increasing age. Female respondents reported healthier habits, particularly in the consumption of “high-saturated fat” and “high-fiber foods”.

CONCLUSION: The majority of our sample did not take advantage of the potential benefits of healthy eating habits. The main food groups whose consumption should be emphasized or discouraged were individualized, particularly the need to encourage the consumption of high-fiber foods. Targeted educational actions must focus especially on younger and/or male patients.

PMID:38183233 | DOI:10.20344/amp.19738

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Nevin Manimala Statistics

Revisiting colocalization via optimal transport

Nat Comput Sci. 2021 Mar;1(3):177-178. doi: 10.1038/s43588-021-00046-7.

NO ABSTRACT

PMID:38183198 | DOI:10.1038/s43588-021-00046-7

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Nevin Manimala Statistics

Modeling the electrical double layer at solid-state electrochemical interfaces

Nat Comput Sci. 2021 Mar;1(3):212-220. doi: 10.1038/s43588-021-00041-y. Epub 2021 Mar 25.

ABSTRACT

Models of the electrical double layer (EDL) at electrode/liquid-electrolyte interfaces no longer hold for all-solid-state electrochemistry. Here we show a more general model for the EDL at a solid-state electrochemical interface based on the Poisson-Fermi-Dirac equation. By combining this model with density functional theory predictions, the interconnected electronic and ionic degrees of freedom in all-solid-state batteries, including the electronic band bending and defect concentration variation in the space-charge layer, are captured self-consistently. Along with a general mathematical solution, the EDL structure is presented in various materials that are thermodynamically stable in contact with a lithium metal anode: the solid electrolyte Li7La3Zr2O12 (LLZO) and the solid interlayer materials LiF, Li2O and Li2CO3. The model further allows design of the optimum interlayer thicknesses to minimize the electrostatic barrier for lithium ion transport at relevant solid-state battery interfaces.

PMID:38183191 | DOI:10.1038/s43588-021-00041-y

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Nevin Manimala Statistics

Machine learning for deciphering cell heterogeneity and gene regulation

Nat Comput Sci. 2021 Mar;1(3):183-191. doi: 10.1038/s43588-021-00038-7. Epub 2021 Mar 15.

ABSTRACT

Epigenetics studies inheritable and reversible modifications of DNA that allow cells to control gene expression throughout their development and in response to environmental conditions. In computational epigenomics, machine learning is applied to study various epigenetic mechanisms genome wide. Its aim is to expand our understanding of cell differentiation, that is their specialization, in health and disease. Thus far, most efforts focus on understanding the functional encoding of the genome and on unraveling cell-type heterogeneity. Here, we provide an overview of state-of-the-art computational methods and their underlying statistical concepts, which range from matrix factorization and regularized linear regression to deep learning methods. We further show how the rise of single-cell technology leads to new computational challenges and creates opportunities to further our understanding of epigenetic regulation.

PMID:38183187 | DOI:10.1038/s43588-021-00038-7

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Nevin Manimala Statistics

Evaluating the impact of external forces on peripheral intravenous catheter movement using ultrasound: A randomized pilot study

J Vasc Access. 2024 Jan 5:11297298231222052. doi: 10.1177/11297298231222052. Online ahead of print.

ABSTRACT

BACKGROUND: A major contributor to peripheral intravenous catheter (PIVC) failure may be related to PIVC movement within the vein which is associated with vein wall damage. The magnitude of PIVC movement against the vein wall has not previously been quantified. This study aimed to examine PIVC movement within the vein when minor forces were applied to the PIVC.

METHODS: This was a prospective, pilot trial including healthy volunteers in an outpatient research laboratory. The primary objective was to examine the in movement (millimeters) of the PIVC using ultrasound with external pull forces (4, 5, and 6 lbs; 1.8, 2.3, and 2.7 kg, respectively) applied to the PIVC in random order.

RESULTS: Participants (N = 11) were aged 40.36 ± 16.10 years with 54.55% being Male. Mean ± SD PIVC movement for 4, 5, and 6 lbs of force was 4.65 ± 1.88, 3.88 ± 2.28, and 5.25 ± 2.06 mm, respectively. There was substantial PIVC movement when a force was applied to the PIVC, but no statistically significant difference between 4, 5, and 6 lb forces (p > 0.05).

CONCLUSION: When external pull forces were applied to the PIVC, substantial PIVC movement within the vein occurred in a healthy population. Strategies that reduce PIVC movement and/or remove or limit external pull forces from the PIVC are needed. Future studies on hospitalized patients are warranted to quantify vein wall injury and PIVC failure due to PIVC movement from various pull forces.

PMID:38183179 | DOI:10.1177/11297298231222052

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Nevin Manimala Statistics

Hypocobalaminaemia in dogs with acute gastrointestinal diseases

J Small Anim Pract. 2024 Jan 5. doi: 10.1111/jsap.13699. Online ahead of print.

ABSTRACT

OBJECTIVES: The objectives of this study were to investigate the prevalence of hypocobalaminaemia in dogs with acute gastrointestinal diseases and to evaluate its relationship with disease severity and outcome.

MATERIALS AND METHODS: Medical records of dogs presented for acute gastrointestinal signs that a serum cobalamin concentration measured between September 2019 and 2021 were included in this study. Hypocobalaminaemia was defined as serum cobalamin concentration <200 pmol/L, and low-normal cobalamin was defined as serum cobalamin concentration of 200 to 295 pmol/L. Duration of clinical signs prior to presentation, Acute Patient Physiologic and Laboratory Evaluation (APPLE) fast score, length of hospitalisation and outcome were recorded.

RESULTS: Thirty-three dogs were included. Seventeen dogs were diagnosed with acute gastrointestinal disease of unknown aetiology, seven dogs with parvoviral enteritis, three dogs with acute haemorrhagic diarrhoea syndrome and six dogs with miscellaneous diseases. The prevalence of hypocobalaminaemia in this population was 30.3% and low-normal cobalamin concentration was detected in 18.2% of dogs. There was no statistically significant relationship between the detection of hypocobalaminaemia or low-normal cobalamin and the duration of clinical signs before presentation, length of hospitalisation or Acute Patient Physiologic and Laboratory Evaluation fast score on admission. Mortality rate was 3%.

CLINICAL SIGNIFICANCE: Hypocobalaminaemia and low-normal cobalamin are common findings in dogs with acute gastrointestinal diseases. The therapeutic significance and potential implications for prognosis of hypocobalaminaemia in these patients requires further investigation.

PMID:38183171 | DOI:10.1111/jsap.13699

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Nevin Manimala Statistics

Prevalence of acute periapical abscesses in head and neck cancer patients receiving radiotherapy

Spec Care Dentist. 2024 Jan 5. doi: 10.1111/scd.12952. Online ahead of print.

ABSTRACT

AIMS: Head and neck cancer is a serious condition affecting the life of patients. Radiotherapy is commonly used to treat such conditions. The aim of this study was to assess the prevalence of acute periapical abscesses (PAs) in patients who received radiotherapy for head and neck cancer.

METHODS AND RESULTS: Data on acute PAs and oropharyngeal cancer (OPC) diagnosis with or without a history of radiation therapy (RAD) was retrieved by searching the appropriate query in the database. All cases were diagnosed for acute PAs by calibrated dentists for patients admitted to urgent care. The odds ratio (OR) for the prevalence of acute PAs and its association with a history of OPC with or without RAD were then calculated. Adjustment for comorbidities such as diabetes, smoking and gingival and periodontal diseases was also done. The prevalence of acute PAs in patients with a history of OPC was significantly higher as compared to the general hospital patient population (OR 2.92, 95%CI, p < .0001). Males were more affected than females and whites were more affected than African Americans and other ethnicities. The prevalence for PAs in patients with a history of OPC and RAD was higher and the difference in prevalence was statistically significant (OR 3.61, 95%CI, p < .0001). Whites were more affected than African Americans by more than 3.5-fold. Adjustment for diabetes comorbidly affected mainly the OPC + RAD group, however, the difference remained statistically significant. Adjustment for smoking and gingival and periodontal disease reduced the OR but the difference remained statistically different.

CONCLUSIONS: The high prevalence of acute PAs in patients with a history of OPC and RAD may suggest an association between these conditions warranting a meticulous medical and dental examination.

PMID:38183165 | DOI:10.1111/scd.12952

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Nevin Manimala Statistics

Renal injuries in conflict zones: a 6-year study of traumatic cases in Afghanistan

Confl Health. 2024 Jan 6;18(1):6. doi: 10.1186/s13031-023-00566-1.

ABSTRACT

PURPOSE: During hostilities, gunshot wounds are the most common cause of penetrating injuries. In 8-10% of abdominal injuries kidneys are involved. The treatment method include surgical or conservative treatment (fluids + blood components).

METHODS: Of 1266 combat trauma cases treated during 6 to 14 rotation of the Polish Military Contingent in Afghanistan, we extracted a subgroup of 44 kidney injuries. Corelation of trauma mechanism, PATI score, treatment methods, and outcomes was evaluated.

RESULTS: Out of the 41 renal injuries, 20 considered left, 18 right, and 3 both kidneys. There were no statistical significancy in injury lateralization (p = 0.669), and no differences regarding side of a trauma and quantity of blood component used for the treatment (p = 0.246). Nephrectomy was performed on 17 patients (13 left vs. 4 right). A significant correlation between PATI score and the need for a nephrectomy (p = 0.027) was confirmed. Penetrating trauma recquired higher number of blood components comparing to blunt trauma (p < 0.001). The renal salvage rate was in study group was 61.36%. The overall survival (OS) rate was 90.25% – 4 patients died due to trauma.

CONCLUSIONS: The damage side does not result in a statistically significant increase in the need for blood transfusions or differences in the PATI score. The mechanism of trauma does, however, affect the number of blood components required for treatment, particularly in cases of penetrating trauma. With the introduction of proper treatment, the overall survival rate exceeds 90%, even when opting for conservative treatment.

PMID:38183150 | DOI:10.1186/s13031-023-00566-1

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Nevin Manimala Statistics

Comparison of open surgery versus endoscopic-assisted release for gluteal muscle contracture: a systematic review and meta-analysis

J Orthop Surg Res. 2024 Jan 6;19(1):39. doi: 10.1186/s13018-023-04452-7.

ABSTRACT

PURPOSE: This study aimed to perform a systematic review and meta-analysis to compare the clinical outcomes of open surgery and arthroscopic release in gluteal muscle contracture (GMC).

METHODS: Two independent reviewers YM and WL conducted a systematic search of PubMed, Embase, Cochrane Library, and Web of Science to identify clinical trials that adhered to the PRISMA guidelines (Appendix A), spanning from inception to July 2023. Search items included ((“gluteal” OR “gluteus”) AND (“contracture” OR “fibrosis”)). Research comparing open surgery or arthroscopic release was included. Clinical outcomes were compared using the risk ratio for dichotomous variables and the standardized mean difference for continuous variables. A P value < 0.05 was deemed statistically significant.

RESULTS: Four studies with 453 patients met the selection criteria and were included in this review. Compared with open surgery, in the case of similar postoperative functional satisfaction (1.21, 95% CI = 0.46-3.17, P = 0.70), the arthroscopic release achieved advantages in postoperative complications (3.5, 95% CI = 1.75-7.03, P = 0.0004), cosmetic satisfaction (0.07, 95% CI = 0.01-0.65, P = 0.02), length size (5.65, 95% CI = 4.11-7.19, P < 0.001), and hospitalization duration (1.57, 95% CI = 0.89 to 2.26, P < 0.001).

CONCLUSION: This research shows that both open surgery and arthroscopic release improve functional satisfaction. The arthroscopic release could result in fewer complications, better cosmetic satisfaction, shorter length size, and shorter hospitalization duration. Registration and protocol There is no registration and protocol for this meta-analysis.

PMID:38183149 | DOI:10.1186/s13018-023-04452-7

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Nevin Manimala Statistics

Survival and treatment in older patients with ewing sarcoma: an analysis of the national cancer database

Eur J Med Res. 2024 Jan 5;29(1):29. doi: 10.1186/s40001-023-01599-1.

ABSTRACT

BACKGROUND: Ewing sarcoma (EWS) is a malignancy which primarily arises in adolescence and has been studied extensively in this population. Much less is known about the rare patient cohort over the age of 40 at diagnosis. In this study, we describe the survival outcomes and clinical characteristics of this population.

METHODS: This retrospective cohort study utilized the National Cancer Database (NCDB) to identify 4600 patients diagnosed between 2004 through 2019. Of these patients, 4058 were under the age of 40 and 542 were over 40. Propensity score 1:1 matching was performed according to sex and race. Univariate and multivariate logistic regression was performed to generate odds ratios (OR) and a Multivariate Cox regression model was used to generate a hazard ratio (HR) for patients over 40. Kaplan-Meier curves were used to estimate survival from diagnosis to death between age groups. Chi-square tests were used to compare demographic and socioeconomic patient characteristics. IBM statistics version 27.0 was used. p < 0.05 was used to indicate statistical significance.

RESULTS: EWS patients older than 40 experienced worse survival outcomes compared to patients under the age of 40. 5-year survival was 44.6% for older patients vs. 61.8% for younger patients (p < 0.05). A multivariate Cox proportional hazards model showed that age was independently associated with inferior survival. (HR 1.96; p < 0.05). EWS patients over the age of 40 were more likely to have tumors originating from the vertebral column (16.1% vs 8.9%; p < 0.05) and cranium (5.3% vs. 2.9%; p < 0.05) and had a higher rate of axial tumors (31.6% vs. 18.5%; p < 0.05) compared to patients under 40. Additionally, patients older than 40 experienced a significantly longer delay between the date of diagnosis and initiation of systemic treatment (36.7 days vs. 24.8 days; p < 0.05) and were less likely to receive adjuvant chemotherapy (93.4% vs. 97.9%; p < 0.05).

CONCLUSION: An age over 40 is associated with decreased survival for patients with EWS. Due to the rarity of EWS in this cohort, the optimal role of systemic treatment remains unknown and has yet to be clearly elucidated. Consequently, our findings suggest that older patients receive disparities in treatment which may be contributing to decreased survival rates.

PMID:38183148 | DOI:10.1186/s40001-023-01599-1