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Nevin Manimala Statistics

Effect of gestational weight gain in a cohort of pregnancy women with obesity operated and not operated for bariatric surgery

Nutr Hosp. 2023 Sep 27. doi: 10.20960/nh.04639. Online ahead of print.

ABSTRACT

OBJECTIVE: to determine the effect of gestational weight gain and perinatal outcomes in obese women who underwent and did not undergo bariatric surgery.

MATERIAL AND METHODS: a retrospective observational cohort study was conducted. The gestational weight gain was classified as insufficient, adequate or excessive according to the guidelines of the United States Institute of Medicine: 4.99-9.07 kg for body mass index (BMI) > 30 kg/m2. Weight gain was calculated as the difference between the weight at the first visit of the 1st trimester and the weight at the visit of the 3rd trimester. Outcomes examined included antepartum variables (gestational diabetes, gestational hypertension, preeclampsia, premature rupture of membranes, placenta previa, placental abruption, intrauterine growth retardation, chorioammionitis, spontaneous abortion), intrapartum variables (induced delivery, vaginal delivery, vacuum, forceps delivery, cesarean section, shoulder dystocia), postpartum variables (postpartum hemorrhage, need for postpartum transfusion, postpartum anemia, need for emergency care, maternal death, postpartum tear, postpartum thrombosis) and neonatal variables (preterm delivery, weight percentile > 90, weight percentile < 10, Apgar score < 7, malformations). Using the statistical package SPSS 22.0, a statistical analysis of the data was performed.

RESULTS: two hundred and fifty-six women were recruited; 38 (14.58 %) were pregnant after bariatric surgery and 218 (85.15 %) were pregnant women with obesity who had not been operated on. Of the pregnant women with obesity who had not been operated on, 119 (46.68 %) had grade 1 obesity (BMI 30-34.9), and 99 (38.67 %) had grade 2 and 3 obesity (BMI > 35). A global and subgroup analysis was performed. In the overall analysis, 78 (30.46 %) had insufficient gain, 117 (45.70 %) had adequate gain, and 61 (23.82 %) excessive gain. Overall, insufficient weight gain was associated with a lower probability of gestational hypertension (p < 0.015) and forceps delivery (p < 0.000) and large for gestational age newborn (p < 0.000). On the other hand, insufficient weight gain was associated with a higher probability of intrauterine growth retardation (p 0.044), peripartum infection (0.022), preterm delivery (0.006), and delivery < 35 weeks (p 0.016). Excessive weight gain was associated with a higher probability of gestational hypertension (p 0.025), induced labor (p 0.009), forceps delivery (p 0.011) and large for gestational age newborn (p 0.006). Pregnancies after bariatric surgery had fewer overall complications compared to the other groups.

CONCLUSIONS: insufficient and excessive weight gain worsens perinatal outcomes. Adequate weight gain does not increase complications and produces some benefits.

PMID:38095073 | DOI:10.20960/nh.04639

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Nevin Manimala Statistics

Leptin and adiposity measures from birth to later childhood: Findings from the Hyperglycemia and Adverse Pregnancy Outcomes Follow-Up Study

Pediatr Obes. 2023 Dec 14:e13087. doi: 10.1111/ijpo.13087. Online ahead of print.

ABSTRACT

BACKGROUND: Cord blood (CB) leptin is positively associated with adiposity at birth, but the association with child adiposity is unclear.

OBJECTIVES: We hypothesized that CB leptin is positively associated with adiposity in peripubertal children and with childhood leptin.

METHODS: Leptin was measured in 986 CB and 931 childhood stored samples from a prospective birth cohort. Adiposity measures were collected at birth and mean age 11.5 years. Linear and logistic regression analyses were used to evaluate associations between log-transformed CB leptin and neonatal and childhood adiposity measures as continuous and categorical variables, respectively.

RESULTS: CB leptin was positively associated with neonatal and childhood adiposity. Childhood associations were attenuated when adjusted for maternal body mass index (BMI) and glucose, but remained statistically significant for childhood body fat percentage (β = 1.15%, confidence interval [CI] = 0.46-1.84), body fat mass (β = 0.69 kg, 95% CI = 0.16-1.23), sum of skin-folds (β = 1.77 mm, 95% CI = 0.31-3.24), log-transformed child serum leptin (β = 0.13, 95% CI = 0.06-0.20), overweight/obesity (OR = 1.21, 95% CI = 1.03-1.42), obesity (OR = 1.31, 95% CI = 1.04-1.66) and body fat percentage >85th percentile (OR = 1.38, 95% CI = 1.12-1.73). Positive associations between newborn adiposity measures and CB leptin confirmed previous reports.

CONCLUSION: CB leptin is positively associated with neonatal and childhood adiposity and child leptin levels, independent of maternal BMI and maternal hyperglycemia. CB leptin may be a biomarker of future adiposity risk.

PMID:38095062 | DOI:10.1111/ijpo.13087

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Nevin Manimala Statistics

Unveiling breast cancer risk profiles: a survival clustering analysis empowered by an online web application

Future Oncol. 2023 Dec 14. doi: 10.2217/fon-2023-0736. Online ahead of print.

ABSTRACT

Aim: To develop a shiny app for doctors to investigate breast cancer treatments through a new approach by incorporating unsupervised clustering and survival information. Materials & methods: Analysis is based on the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) dataset, which contains 1726 subjects and 22 variables. Cox regression was used to identify survival risk factors for K-means clustering. Logrank tests and C-statistics were compared across different cluster numbers and Kaplan-Meier plots were presented. Results & conclusion: Our study fills an existing void by introducing a unique combination of unsupervised learning techniques and survival information on the clinician side, demonstrating the potential of survival clustering as a valuable tool in uncovering hidden structures based on distinct risk profiles.

PMID:38095059 | DOI:10.2217/fon-2023-0736

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Nevin Manimala Statistics

Finerenone (Kerendia®), a new weapon against the chronic kidney disease of a patient with type 2 diabetes

Rev Med Liege. 2023 Dec;78(12):725-732.

ABSTRACT

Finerenone, a new nonsteroidal mineralocorticoid receptor antagonist, showed a significant reduction in a primary composite renal outcome in FIDELIO-DKD and a significant reduction in a primary composite cardiovascular outcome in FIGARO-DKD in patients with type 2 diabetes (T2D) and a chronic kidney disease (CKD). In a subsequent analysis that combined these two clinical trials (FIDELITY), the reduction becomes statistically significant when compared to placebo for both outcomes, with a hazard ratio of 0.86 (95 % confidence interval 0.78-0.95; P = 0.0018) for the cardiovascular outcome and 0.77 (0.67-0.88; P = 0.0002) for the renal outcome. Furthermore, all renal events occurred less frequently with finerenone than with placebo, including the progression to end-stage CKD independently of the baseline levels of glomerular filtration rate and albuminuria and regardless of associated medications (including gliflozins). The safety profile was excellent. However, a significant increase in serum potassium level was observed. Even if it is less pronounced than the increase usually seen with spironolactone, the risk of hyperkalemia requires some caution regarding both patient selection and monitoring. Finerenone (Kerendia®) is indicated in the treatment of CKD with albuminuria in adult patients with T2D. In Belgium, it is reimbursed with conditions in combination with a renin-angiotensin blocker.

PMID:38095038

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Nevin Manimala Statistics

The risk assessment of imminent inpatient aggression: A cross-cultural validation study of the dynamic appraisal of situational aggression in Estonia

J Psychiatr Ment Health Nurs. 2023 Dec 14. doi: 10.1111/jpm.13010. Online ahead of print.

ABSTRACT

INTRODUCTION: The reason for this study was void of a data-driven imminent risk assessment instrument for aggression in psychiatry clinics in Estonia. The predictive accuracy of the observer-rated Dynamic Assessment of Situational Aggression (DASA) has been repeatedly demonstrated. However, the research gap remains regarding a deeper conceptual understanding of the underlying latent structure of the DASA.

AIM: Comprehensively evaluate the psychometric properties of the Estonian DASA version for cross-cultural clinical use.

METHOD: We used a prospective repeated measure design and collected 6097 risk evaluations from 381 adult inpatients, 151 of whom committed 1013 aggressive incidents during the study.

RESULTS: The Estonian DASA version has acceptable inter-rater reliability (Kendall’s τ = 0.74) and is a useful instrument with excellent predictive validity (AUC = 0.86) for identifying potentially aggressive inpatients. In our sample, the DASA has a bi-factorial structure which explains 83% of the total variance.

DISCUSSION: The adapted DASA has acceptable validity and reliability indices for measuring imminent aggression risk in adult inpatient units.

IMPLICATIONS FOR PRACTICE: Evidence-based risk assessment of aggression in psychiatric clinics enhances recognition of the signs of potentially aggressive behaviour in order to apply preventive actions and reduce aggression, thereby improving the quality of the care provided.

PMID:38095026 | DOI:10.1111/jpm.13010

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Nevin Manimala Statistics

A proximal distance algorithm for likelihood-based sparse covariance estimation

Biometrika. 2022 Dec;109(4):1047-1066. doi: 10.1093/biomet/asac011. Epub 2022 Feb 16.

ABSTRACT

This paper addresses the task of estimating a covariance matrix under a patternless sparsity assumption. In contrast to existing approaches based on thresholding or shrinkage penalties, we propose a likelihood-based method that regularizes the distance from the covariance estimate to a symmetric sparsity set. This formulation avoids unwanted shrinkage induced by more common norm penalties, and enables optimization of the resulting nonconvex objective by solving a sequence of smooth, unconstrained subproblems. These subproblems are generated and solved via the proximal distance version of the majorization-minimization principle. The resulting algorithm executes rapidly, gracefully handles settings where the number of parameters exceeds the number of cases, yields a positive-definite solution, and enjoys desirable convergence properties. Empirically, we demonstrate that our approach outperforms competing methods across several metrics, for a suite of simulated experiments. Its merits are illustrated on international migration data and a case study on flow cytometry. Our findings suggest that the marginal and conditional dependency networks for the cell signalling data are more similar than previously concluded.

PMID:38094986 | PMC:PMC10716840 | DOI:10.1093/biomet/asac011

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Nevin Manimala Statistics

Establishing the Feasibility and Acceptability of a Caregiver Targeted Intervention to Improve Pain Assessment Among Persons With Dementia

Innov Aging. 2023 Jul 13;7(10):igad074. doi: 10.1093/geroni/igad074. eCollection 2023.

ABSTRACT

BACKGROUND AND OBJECTIVES: Despite its prevalence and impact, pain is underdetected and undermanaged in persons with dementia. Family caregivers are well positioned to detect pain and facilitate its management in their care recipients, but they lack training in symptom recognition and communication. This study reports findings from a pilot trial evaluating the Pain Identification and Communication Toolkit (PICT), a multicomponent intervention that provides training in observational pain assessment and coaching in pain communication techniques.

RESEARCH DESIGN AND METHODS: Family caregivers of persons with comorbid pain and moderate-to-advanced dementia were randomly assigned to PICT (n = 19) or a control condition (n = 15). Caregivers in the PICT group participated in four weekly sessions delivered by telephone with a trained interventionist; caregivers in the control group received an information pamphlet about pain and dementia. All participants completed surveys at baseline and 12 weeks. Caregivers in the intervention group also completed semistructured interviews at 12 weeks. Quantitative data were analyzed using descriptive statistics and t tests; qualitative data were analyzed using content analysis.

RESULTS: All participants (100%) in the PICT group completed the intervention and most completed the 12-week assessment (94%). PICT randomized caregivers reported that the intervention helped them to feel more confident in their ability to recognize (67%) and communicate about pain symptoms (83%). At 12 weeks, caregivers in the PICT group showed a statistically significant improvement in self-efficacy in pain-related communication. In qualitative interviews, caregivers emphasized the utility of PICT’s components, including pain assessment tools, and offered considerations for future enhancements, such as technology-based adaptations and integration within care delivery systems.

DISCUSSION AND IMPLICATIONS: This pilot trial demonstrates that PICT is feasible to implement, acceptable to caregivers, and has the potential to improve confidence in recognizing and communicating about pain. Results support conducting a fully powered efficacy trial, an important step toward future integration into real-world care delivery.

CLINICAL TRIAL REGISTRATION NUMBER: NCT03853291.

PMID:38094933 | PMC:PMC10714902 | DOI:10.1093/geroni/igad074

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Nevin Manimala Statistics

Association Between Pain and Fall Worry Among Community-Dwelling Older People With Cognitive Impairment in the United States

Innov Aging. 2023 Sep 16;7(10):igad100. doi: 10.1093/geroni/igad100. eCollection 2023.

ABSTRACT

BACKGROUND AND OBJECTIVES: Previous studies have found that pain is associated with fall worry among community-dwelling older people. However, both pain and fall worry are poorly understood and underaddressed among community-dwelling older people with cognitive impairment (CI). It is essential to examine the association between pain and fall worry, and how sociodemographic and health characteristics may shape fall worry among this subgroup.

RESEARCH DESIGN AND METHODS: We used data from the 2015 National Health and Aging Trends Study (analytic sample: n = 1150 community-dwelling older people with CI; were self-interviewed; mean age: 81; age range: 65-107). The number of pain sites in the prior month was assessed by presenting a card listing common pain sites (eg, back, knees). Two questions assessed past-month fall worry, “did you worry about falling down” and “did this worry ever limit your activities.” Following descriptive statistics, we fit multinomial logistic regression models to examine the associations between different pain characteristics (number of sites, severity, location) and non-activity-limiting and activity-limiting fall worry.

RESULTS: Non-activity-limiting fall worry was endorsed by 21.1% and activity-limiting fall worry by 13.6% of community-dwelling older people with CI. After adjusting for sociodemographic characteristics and fall-worry-related covariates, multinomial logistic regression analysis found that a greater number of pain sites (relative risk ratio [RRR] = 1.22, 95% Confidence Interval [95% CI] = 1.12-1.33, p <.001) and severe pain (RRR = 2.05, 95% CI = 1.12-3.75, p = .020) was associated with activity-limiting fall worry. Both lower body (knee, foot, and leg) and upper body (hand, wrist, shoulder, neck, and stomach) pain were found to be associated with a high risk of activity-limiting fall worry.

DISCUSSION AND IMPLICATIONS: These findings suggest pain and fall worry are common among community-dwelling older people with CI and can be elicited directly from those who are communicative. Fall prevention for this population should prioritize pain management to mitigate activity-limiting fall worry because activity limitation increases the risk of falls.

PMID:38094927 | PMC:PMC10714914 | DOI:10.1093/geroni/igad100

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Nevin Manimala Statistics

Image denoising in fluorescence microscopy using feature based gradient reconstruction

J Med Imaging (Bellingham). 2023 Nov;10(6):064004. doi: 10.1117/1.JMI.10.6.064004. Epub 2023 Dec 12.

ABSTRACT

PURPOSE: The utility of fluorescence microscopy imaging comes with the challenge of low resolution acquisitions, which severely limits information extraction and quantitative analysis. Image denoising is a technique that aims to remove noise from microscopy acquisitions by taking into account prior statistics of the corrupting noise. In this work, we propose an image denoising technique for fluorescence microscopy imaging.

APPROACH: The proposed technique is based on the principle of multifractal feature extraction from a noisy sample followed by a reconstruction technique from these features. It is observed that by following a proper hierarchical classification procedure, meaningful features can be extracted from a noisy image. A denoised image is then estimated from this sparse feature set through proper formulation of an optimization problem.

RESULTS: Experiments are performed on both synthetic image databases as well as on real fluorescence microscopy data. Superior denoising results, in comparison to multiple comparing techniques, validate the potential of the proposed approach.

CONCLUSION: The proposed method gives superior denoising results for low resolution fluorescence microscopy image acquisitions and can be used for post processing of data by biologists.

PMID:38094902 | PMC:PMC10715713 | DOI:10.1117/1.JMI.10.6.064004

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Nevin Manimala Statistics

Potentiality realism: a realistic and indeterministic physics based on propensities

Eur J Philos Sci. 2023;13(4):58. doi: 10.1007/s13194-023-00561-6. Epub 2023 Dec 11.

ABSTRACT

We propose an interpretation of physics named potentiality realism. This view, which can be applied to classical as well as to quantum physics, regards potentialities (i.e. intrinsic, objective propensities for individual events to obtain) as elements of reality, thereby complementing the actual properties taken by physical variables. This allows one to naturally reconcile realism and fundamental indeterminism in any theoretical framework. We discuss our specific interpretation of propensities, that require them to depart from being probabilities at the formal level, though allowing for statistics and the law of large numbers. This view helps reconcile classical and quantum physics by showing that most of the conceptual problems that are customarily taken to be unique issues of the latter — such as the measurement problem — are actually in common to all indeterministic physical theories.

PMID:38094896 | PMC:PMC10713789 | DOI:10.1007/s13194-023-00561-6