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Nevin Manimala Statistics

Understanding Who Benefits the Most from Interventions: Implications for Baseline Target Moderated Mediation Analysis with Multiple Moderators

Prev Sci. 2025 Mar 4. doi: 10.1007/s11121-025-01791-1. Online ahead of print.

ABSTRACT

Recently, Baseline Target Moderated Mediation (BTMM) has received a lot of attention in the field of prevention science. Prevention scientists are interested in BTMM because the model goes beyond whether an intervention achieves effects but also details how and for whom the intervention is most effective. In BTMM, baseline measures are used to investigate potential baseline-by-treatment interactions. However, BTMM has some important challenges including how to incorporate multiple moderator variables when identifying subgroups that benefit the most from the intervention and how to interpret subgroup effects in the presence of multiple moderator variables. Further, with the emergence of causal mediation analysis, it is important to investigate potential treatment-by-mediator interactions which allow the posttest mediator-outcome relation to vary in magnitude across intervention groups. Few methodological developments have addressed the challenges of assessing BTMM in the presence of multiple baseline-by-treatment interactions and the treatment-by-posttest mediator interaction. If the goal is to identify subgroups of individuals who respond better/worse to the intervention, it is important to use a method that can handle the many possible interactions while capturing the heterogeneity within the subgroups of interest. There are three aims of this paper. First, we describe the methodological challenges and substantive interpretation of mediation effects in the presence of multiple moderating variables. Second, we describe two statistical methods to estimate conditional mediation effects in the presence of multiple moderating variables. Third, the methods are applied to an empirical example from the ATLAS study. Implications for BTMM are discussed.

PMID:40035988 | DOI:10.1007/s11121-025-01791-1

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Nevin Manimala Statistics

The Familias Saludables Study: A Culturally Tailored Family-Centered Intervention for Childhood Obesity Prevention Among Hispanic Communities

J Racial Ethn Health Disparities. 2025 Mar 4. doi: 10.1007/s40615-025-02348-2. Online ahead of print.

NO ABSTRACT

PMID:40035951 | DOI:10.1007/s40615-025-02348-2

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Nevin Manimala Statistics

Comparative efficacy of intrauterine infusion treatments for recurrent implantation failure: a network meta-analysis of randomized controlled trials

J Assist Reprod Genet. 2025 Mar 4. doi: 10.1007/s10815-025-03436-2. Online ahead of print.

ABSTRACT

OBJECTIVE: Recurrent implantation failure (RIF) is a significant challenge in assisted reproductive technology (ART), affecting many women undergoing in vitro fertilization (IVF). This study aims to compare the efficacy of various intrauterine infusion treatments, including granulocyte colony-stimulating factor (G-CSF), platelet-rich plasma (PRP), human chorionic gonadotropin (HCG), and peripheral blood mononuclear cells (PBMCs), in improving clinical pregnancy rate (CPR), live birth rate (LBR), and miscarriage rate (MR) in women with RIF.

METHODS: A comprehensive search was conducted in multiple databases, including Cochrane Central Register of Controlled Trials (CENTRAL), PubMed, Embase, Web of Science, and China National Knowledge Internet (CNKI), to identify randomized controlled trials (RCTs) evaluating the efficacy of intrauterine infusion treatments for RIF. Data extraction and quality assessment were performed independently by two reviewers. Network meta-analysis was conducted using a random-effects model to compare the outcomes of different treatments.

RESULTS: A total of 25 RCTs involving 3035 patients were included in the network meta-analysis. The treatments involved G-CSF, PRP, HCG, PBMCs, placebo, and blank control. The results of the network meta-analysis for CPR and LBR were statistically significant among treatments, but there was no statistical significance in MR. The surface under cumulative ranking curve (SUCRA) ranking of CPR and LBR showed that intrauterine infusion treatments of G-CSF, PRP, HCG, and PBMCs were much better than placebo and blank. The SUCRA values of CPR were ranked probabilistically from high to low as follows: PRP (84.5%) > PBMCs (76.5%) > G-CSF (65.7%) > HCG (52.5%) > placebo (20.8%) > blank (0.1%). The SUCRA values of LBR were ranked probabilistically from high to low as follows: PRP (81.4%) > PBMCs (64.6%) > G-CSF (58.0%) > HCG (48.7%) > placebo (42.4%) > blank (4.9%).

CONCLUSION: All these findings confirmed that intrauterine infusions of PRP and PBMCs significantly improve pregnancy outcomes in women with RIF. PRP emerged as the most effective treatment. However, to establish the most effective approach for managing patients with RIF, future research should prioritize direct and robust comparisons between PRP and other therapeutic strategies, ensuring a comprehensive evaluation of their relative efficacy.

PMID:40035946 | DOI:10.1007/s10815-025-03436-2

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Nevin Manimala Statistics

Metareview: a survey of active matter reviews

Eur Phys J E Soft Matter. 2025 Mar 4;48(3):12. doi: 10.1140/epje/s10189-024-00466-z.

ABSTRACT

In the past years, the amount of research on active matter has grown extremely rapidly, a fact that is reflected in particular by the existence of more than 1000 reviews on this topic. Moreover, the field has become very diverse, ranging from theoretical studies of the statistical mechanics of active particles to applied work on medical applications of microrobots and from biological systems to artificial swimmers. This makes it very difficult to get an overview over the field as a whole. Here, we provide such an overview in the form of a metareview article that surveys the existing review articles and books on active matter. Thereby, this article provides a useful starting point for finding literature about a specific topic.

PMID:40035927 | DOI:10.1140/epje/s10189-024-00466-z

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Nevin Manimala Statistics

Risk factors of cervical lymph node metastasis and distant metastasis in patients with primary squamous cell carcinoma of the thyroid: a population-based study

Updates Surg. 2025 Mar 4. doi: 10.1007/s13304-025-02143-y. Online ahead of print.

ABSTRACT

To analyze the risk factors associated with the occurrence of cervical lymph node metastasis (LNM) and distant metastasis (DM) in patients with primary squamous cell carcinoma of the thyroid (PSCCT). Clinical data of 96 patients with PSCCT from SEER database were obtained and analyzed by logistic regression for clinicopathological characteristics, including age, marital status, race, gender, tumor size (mm), extrathyroidal extension (ETE), multifocality, T stage, M stage and other indicators. Differences were considered statistically significant when P < 0.05. (1) Analysis of risk factors for the occurrence of cervical lymph node metastasis in patients with PSCCT: The results of univariate analysis showed that compared with patients without lymph node metastasis, patients with metastasis had a higher percentage of patients with the age ≥ 70 years old, tumor sizes greater than 40 mm, extrathyroidal extension, multifocal tumors, T4 stage and distant metastasis, the difference was statistically significant (P < 0.05). The results of multivariate analysis showed that multifocality and M stage were independent risk factors for the occurrence of LNM in PSCCT patients (P < 0.05). (2) Analysis of risk factors for the occurrence of distant metastasis in PSCCT patients: The results of univariate analysis showed that the percentage of patients who developed distant metastasis with age ≥ 70 years old, tumor size > 40 mm, T4 stage, and lymph node metastasis was higher than that of those who did not develop distant metastasis, and the difference was statistically significant (P < 0.05). The results of multivariate logistic regression analysis showed that cervical lymph node metastasis was an independent risk factor for the occurrence of distant metastasis in PSCCT patients (P < 0.05). (3) Relevant clinicopathologic features have not been found to be statistically significant with lung and bone metastasis, with P values greater than 0.05. Multifocality and M stage are independent risk factors for LNM in PSCCT patients, and cervical lymph node metastasis is an independent risk factor for distant metastasis in PSCCT patients. The findings of this study may provide guidance for individualized treatment plans for PSCCT patients.

PMID:40035921 | DOI:10.1007/s13304-025-02143-y

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Nevin Manimala Statistics

Lithology as a factor for the distribution of metals in stream sediments associated with sediment-hosted Cu deposits: a case study from the Alta-Kvænangen tectonic window, northern Norway

Environ Geochem Health. 2025 Mar 4;47(4):97. doi: 10.1007/s10653-025-02387-y.

ABSTRACT

The Kåfjord area in northern Norway hosts numerous Cu deposits that were subjected to mining activities back in the nineteenth century. Relicts of the historical mining activity are still visible at several abandoned mines and associated mine waste disposal sites that may represent an environmental threat. The area was subjected to mining activities during the nineteenth century and abandoned mines and associated mine waste disposal sites still may represent a significant environmental threat. The Cu mineralization, found within the Paleoproterozoic Alta-Kvænangen Tectonic Window, primarily occurs as epigenetic sulfide-quartz-carbonate hydrothermal veins that crosscut the Kvenvik volcano-sedimentary complex and the overlying Storviknes sedimentary sequence. This study aims to determine the geochemical composition of stream sediments associated with the sediment-hosted Cu deposits and examine the role of host lithologies in the dispersion of elements associated with the deposits. Sediments from two streams and a river in the Kåfjord area were analyzed using phase and element analyses (aqua regia chemistry), complemented by a seven-step sequential extraction procedure. Results from Annaselva stream, draining Cu occurrences in the carbonate sediments of the Storviknes sequence, showed a significant positive correlation of Cu with mobile chalcophile elements (Pb, Zn, Ni, Tl, Hg, Ag, Sb, Bi) and lithophile elements (Sr, Ca, Ba, Al, K). In contrast, Brakkelva stream, draining the mafic volcanics of the Kvenvik complex, exhibited no statistically significant correlations between Cu and any of the analyzed elements. Møllneselva River, draining both lithologies, showed a strong Cu-Sc correlation, with principal component analysis indicating limited distinction between lithology-derived elements. These results did not completely align with statistical analysis outcomes highlighting the challenges of statistical data interpretation using a limited number of samples.

PMID:40035910 | DOI:10.1007/s10653-025-02387-y

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Nevin Manimala Statistics

Patient-Reported Barriers to Foregut Cancer Care in the Deep South

Ann Surg Oncol. 2025 Mar 4. doi: 10.1245/s10434-025-17113-2. Online ahead of print.

ABSTRACT

BACKGROUND: Many patients with foregut cancer do not receive guideline-concordant treatment (GCT). Although social determinants of health (SDOH) have been associated with differences in receipt of GCT, the underlying mechanisms that perpetuate these disparities remain unknown. This mixed-methods study explored barriers to receipt of care among patients with foregut cancer.

METHODS: Patients with foregut cancers treated at a safety-net hospital in the Deep South were purposively selected. The patients completed semi-structured interviews, which were recorded, transcribed, and analyzed. Grounded theory methodology was used to generate themes through open coding, develop a thematic coding structure, and create a codebook. Intercoder agreement was above 90%. Patient sociodemographic and treatment-related variables were abstracted from the patients’ medical records to produce simple descriptive statistics.

RESULTS: The majority of the 30 participating patients were male (n = 23, 77%), black (n = 18, 60%), and with a median age of 63 years (interquartile range, 55-67 years). Using the socioecologic model, barriers were categorized into individual, interpersonal, organizational, and policy levels. Within the individual level, the barriers were access to primary care providers, personal barriers, competing responsibilities, multifaceted financial barriers, and transportation barriers. The interpersonal barriers involved communication challenges, physician mistrust, and absence of social support. The organizational level barriers were health system mistrust, inadequate health care infrastructure, and lack of insurance coverage consequences. The policy level barriers were health care access policies and insurance policies.

CONCLUSIONS: The patients reported multiple barriers related to accessing and adhering to their treatments. Understanding these barriers is critical to forming the basis for developing and implementing programs to increase the delivery of GCT.

PMID:40035908 | DOI:10.1245/s10434-025-17113-2

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Nevin Manimala Statistics

Seasonal and diurnal variability of PM2.5 concentration along with the role of wind patterns over different locations of Delhi during the year 2018 to 2022

Environ Monit Assess. 2025 Mar 4;197(4):350. doi: 10.1007/s10661-025-13761-9.

ABSTRACT

The present study assesses the seasonal and diurnal variability of PM2.5 concentrations across different locations in Delhi, emphasizing the role of wind speed and direction. PM2.5 concentrations were analyzed using descriptive and statistical techniques, including ANOVA, Mann-Kendall trend, and correlation analysis. Data from the CPCB CAAQMS network at five distinct locations-Industrial, Commercial, Residential, Traffic, and Green areas-were examined from 2018-2022. Seasonal variability analysis revealed that PM2.5 concentrations peaked at 300-350 µg/m3 during the post-monsoon and winter seasons, while lower levels (< 100 µg/m3) were observed during the monsoon. Diurnal patterns exhibited a bimodal distribution, with peaks occurring during the morning (0800-1000 hour) and night (2000 to 2400 hour) time, driven by vehicular emissions, road dust, and wind-blown particles during the day and a stable boundary layer with reduced mixing height at night. Regions with significant industrial and traffic activities experienced 15-25% higher PM2.5 concentrations than commercial and green areas. The study identified a decreasing trend of approximately 15% in PM2.5 concentrations from the pre- to post-COVID period. Using correlational and t-test analysis along with the wind rose visualizations, it was revealed that meteorological parameters (wind speed and direction) significantly influence PM2.5 dispersion. A time lag of 2-4 hour was observed for pollutant transport, depending on the wind speed. Statistical analysis demonstrated a significant inverse correlation between wind speed and PM2.5 concentrations (p < 0.0001), highlighting the role of meteorological factors in pollutant dispersion. These findings provide actionable insights into air quality management and mitigation strategies for Delhi’s diverse urban environments.

PMID:40035903 | DOI:10.1007/s10661-025-13761-9

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Nevin Manimala Statistics

Comparing academic productivity and Instagram presence in oral and maxillofacial surgery training programs

Oral Maxillofac Surg. 2025 Mar 4;29(1):60. doi: 10.1007/s10006-025-01354-2.

ABSTRACT

BACKGROUND: Social media has become an increasingly important tool in how surgeons collaborate with one another, disseminate educational information, and communicate with patients.

PURPOSE: The purpose of this study was to assess the relationship between academic productivity and social media (Instagram) presence amongst oral and maxillofacial surgery programs.

STUDY DESIGN, SETTING, SAMPLE: A cross-sectional study was used to identify oral and maxillofacial surgery programs and their respective residency Instagram accounts. Information regarding number of followers, posts, and likes were recorded for each program. Academic productivity metrics for each faculty including H-index, number of publications, and number of citations were recorded.

PREDICTOR/EXPOSURE/INDEPENDENT VARIABLE: The independent variable was the type of residency program: certificate, dual-degree, or combined track.

MAIN OUTCOME VARIABLE(S): The main outcome variable was the academic influence quantified by h-index, citations, and publications of the programs and their social media influence quantified by number of followers/posts.

COVARIATES: Instagram posts were categorized into departmental posts, educational, social, professional and miscellaneous. Engagement was further quantified by the number of likes.

ANALYSES: Descriptive statistics, one-way ANOVA, Tukey’s Multiple Comparisons tests, ROUT’s outlier test (Q = 0.1%), and linear regression plots with a P value < 0.05.

RESULTS: Instagram accounts were identified for 65 (73%) of the 89 programs. There was a statistically significant moderately positive correlation between the number of followers for a program’s Instagram account compared with the number of publications (r = 0.5110, P < 0.001). There was a statistically significant weakly positive correlation between the number of followers for a program’s Instagram account compared with average faculty h-index(r = 0.4982, P < 0.001), and number of citations (r = 0.4300, P < 0.001). There was a statistically significant weakly positive correlation between the number of posts for a program’s Instagram account compared with average faculty h-index (r = 0.3438, P < 0.001), number of publications (r = 0.3580, P = 0.001), and number of citations (r = 0.3973, P < 0.001). Across all programs combined, educational posts garnered more likes compared to miscellaneous (P = 0.0129), social (P = 0.0018), departmental (P = 0.0005), and professional posts (P < 0.0001).

CONCLUSION/RELEVANCE: There was a moderately positive correlation between average faculty H-index and number of followers for an oral and maxillofacial surgery program’s Instagram account. There was a weak positive correlation between other measures of academic productivity and social media presence. Educational content garnered the most engagement from followers, despite surgery accounts mostly generating departmental focused posts.

PMID:40035893 | DOI:10.1007/s10006-025-01354-2

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Nevin Manimala Statistics

Which side should be taken care of when positioning a lag screw in intertrochanteric femoral fracture: right or left?

Eur J Trauma Emerg Surg. 2025 Mar 4;51(1):125. doi: 10.1007/s00068-025-02790-1.

ABSTRACT

PURPOSE: We aimed to demonstrate which side should be taken care of when fixating an intramedullary nail with a lag screw for an intertrochanteric fracture under the influence of clockwise torque.

METHODS: From 2021 to 2023, 63 patients who underwent surgery for intertrochanteric fractures were divided into two groups: Group A (45 patients with left-side fractures) and Group B (18 patients with right-side fractures). We evaluated intraoperative images before fixation and postoperative radiographs to assess anteromedial cortical support. Clinically, the time to union and union rate were evaluated, and the complications, reoperation, and Koval score at one year were reviewed.

RESULTS: Pre-fixation reduction quality showed no significant difference between groups. However, in terms of postoperative reduction quality on the lateral view, Group A had the highest incidence of neutral anterior cortical support (ACS) (62%), whereas Group B had the highest incidence of negative ACS (78%) (p < 0.001). Bone union occurred in 98% of Group A cases and 78% of Group B cases (p = 0.021). The mean time to union was shorter in Group A (5.2 months) compared to Group B (5.8 months) (p = 0.004). The mean Koval score was also better in Group A (2.4 vs. 2.0, p = 0.031).

CONCLUSION: When fixating intertrochanteric fractures with an intramedullary nail using a lag screw, right-sided fractures tended to exhibit negative ACS on lateral radiographs by clockwise torque. Therefore, particular attention should be paid to maintaining proper reduction while fixating right-sided intertrochanteric fractures.

PMID:40035879 | DOI:10.1007/s00068-025-02790-1