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Nevin Manimala Statistics

Repeated inclusion cluster randomized trials: a new class of designs for assessing group-level interventions

Biometrics. 2026 Jan 6;82(1):ujag009. doi: 10.1093/biomtc/ujag009.

ABSTRACT

Individually randomized trials allow participants to be included in a trial multiple times, with independent randomization at each inclusion. Often referred to as re-randomization designs, these trials have been shown to increase trial recruitment rates. Treatment effect estimators remain unbiased but are more precise than for designs with more participants but no repeat inclusions, but do rely on additional assumptions. Here, we introduce a new class of cluster randomized trial designs: repeated inclusion cluster randomized trials, where some clusters are randomized serially in the same trial. The trial in which clusters are initially included may have a standard cluster randomized design or a longitudinal variant, such as a cluster randomized crossover design. Allowing clusters to participate multiple times in the same trial could reduce the need to recruit new clusters; useful when cluster recruitment is difficult. Assuming a constant treatment effect across repeated inclusions, we show that when equal numbers of clusters and participants are included in each treatment group in each study period, power will be the same or higher as for a similar trial where clusters are not re-randomized but which has the same total number of measurements. Whether power is maintained or increased depends on the study design and the within-cluster correlation structure; increasing the number of within-cluster comparisons increases study power.

PMID:41669862 | DOI:10.1093/biomtc/ujag009

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Nevin Manimala Statistics

Enhanced Efficacy of Rotational Atherectomy for Calcified Nodules With Contralateral Calcification: Insights From a Multicenter Intravascular Ultrasound Imaging Study

Circ Cardiovasc Interv. 2026 Feb 11:e015932. doi: 10.1161/CIRCINTERVENTIONS.125.015932. Online ahead of print.

ABSTRACT

BACKGROUND: Calcified nodules (CNs) represent a high-risk coronary lesion phenotype associated with target lesion revascularization (TLR). Although rotational atherectomy (RA) is an established treatment for calcified lesions, its benefit for CNs remains unclear. This study aimed to evaluate the impact of RA on TLR and to identify specific morphological features on intravascular ultrasound that may influence its therapeutic effect for CNs.

METHODS: In a substudy of the U-SCAN registry (Coronary Intravascular Ultrasound for Calcified Nodule), 348 patients with CNs identified by intravascular ultrasound who underwent percutaneous coronary intervention were analyzed. We excluded patients with in-stent restenosis, use of alternative debulking devices, failed device passage without RA, and poor image quality. The final analysis included 209 patients, stratified by RA use. Multivariable Cox proportional hazards models were used to identify predictors of TLR and assess treatment interactions across subgroups.

RESULTS: Among 209 patients, 79 patients (37.8%) underwent RA. During a median follow-up of 2.1 years (interquartile range, 0.4-4.9), TLR was required in 20 of 79 patients (25.3%) in the RA group and 41 of 130 patients (31.5%) in the non-RA group. After adjustment, RA independently predicted reduced TLR (hazard ratio, 0.34 [95% CI, 0.19-0.62], P<0.001). In addition, intravascular ultrasound-derived calcification features, including greater lumen area stenosis, longer CN length, smaller final minimum lumen area, and adjacent circumferential calcification, were significantly associated with TLR. Notably, the benefit of RA on TLR was pronounced in patients with contralateral calcification (8.6% versus 51.6%, P<0.001). In contrast, without this feature, the TLR rate was higher in the RA group (38.6% versus 25.3%, P=0.11), resulting in a statistically significant interaction (Pinteraction<0.001).

CONCLUSIONS: In patients with CNs, RA was associated with a reduced long-term risk of TLR. The presence of contralateral calcification identifies a subgroup deriving substantial benefit, supporting a more selective, morphology-guided approach to treatment.

REGISTRATION: URL: https://jrct.mhlw.go.jp/; Unique identifier: jRCT1050240037.

PMID:41669840 | DOI:10.1161/CIRCINTERVENTIONS.125.015932

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Criteria to Assess the Predictive and Clinical Utility of Novel Models, Biomarkers, and Tools for Risk of Cardiovascular Disease: A Scientific Statement From the American Heart Association

Circulation. 2026 Feb 11. doi: 10.1161/CIR.0000000000001401. Online ahead of print.

ABSTRACT

Risk prediction has been used in the primary prevention of cardiovascular disease for >3 decades. Contemporary cardiovascular risk assessment relies on multivariable models, which integrate established cardiovascular risk factors and have evolved over time from the Framingham Risk Model to the pooled cohort equations to the PREVENT (Predicting Risk of CVD Events) equations. Recent scientific (ie, genomics, proteomics, metabolomics) and methodologic (ie, artificial intelligence) advances have led to a proliferation of novel models, biomarkers, and tools for potential use in risk prediction. In parallel, the growing armamentarium of preventive therapies, some with considerable cost, underscores the need for more accurate and precise risk assessment to prioritize those at highest risk who will derive the greatest absolute benefit. Accompanying the considerable enthusiasm for the potential of newer approaches to improve risk prediction is the need for rigorous evaluation and assessment of their performance (ie, accuracy, precision, incremental performance when added to contemporary multivariable risk models or established risk factors) and clinical utility (ie, actionability, scalability, generalizability) before adoption in clinical practice. Additional considerations in risk tool evaluation include reproducibility, cost-value considerations (including impact on downstream health care costs), and implications for health equity. This scientific statement defines a standardized framework for general considerations in risk prediction, statistical assessment of predictive utility, and critical appraisal of clinical utility and readiness. This scientific statement is intended to support clinicians, researchers, and policymakers in how best to evaluate current and emerging risk prediction tools and ultimately improve the prevention of cardiovascular disease in diverse populations.

PMID:41669831 | DOI:10.1161/CIR.0000000000001401

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Design Matters: How Methodological Decisions May Have Shaped the Findings of CREST-2

Stroke. 2026 Feb 11. doi: 10.1161/STROKEAHA.125.054876. Online ahead of print.

ABSTRACT

The CREST-2 (Carotid Revascularization and Medical Management for Asymptomatic Carotid Stenosis Trials) comprised 2 parallel randomized trials in asymptomatic carotid stenosis comparing medical management alone with medical management plus carotid artery stenting or carotid endarterectomy. Carotid stenting achieved a modest but statistically significant 4-year reduction in primary events, whereas carotid endarterectomy did not. This commentary examines methodological features that may have favored the revascularization arms, including omission of peri-procedural myocardial infarction and major hemorrhage as end points; allowing operator-team members to perform neurological assessments; highly selective credentialing of carotid stenting operators; and a primary analysis that weighted early and late events equally. Taken together, these methodological features and ongoing advances in contemporary medical therapy suggest that carotid stenting, carotid endarterectomy, and medical management may yield similar outcomes in clinical practice.

PMID:41669830 | DOI:10.1161/STROKEAHA.125.054876

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Calcium Hydroxyapatite and Polymicronutrient Solution on Hand Rejuvenation: A Split-Hand, Randomized, Double-Blind Clinical and In Vitro Study

J Cosmet Dermatol. 2026 Feb;25(2):e70716. doi: 10.1111/jocd.70716.

ABSTRACT

BACKGROUND: Calcium hydroxyapatite (CaHA) is a well-established biostimulatory filler approved for hand rejuvenation. Recent approaches have explored dilution with polymicronutrient (PMN) solutions to enhance cellular metabolism and extracellular matrix (ECM) regeneration.

AIMS: To evaluate the biological and clinical effects of CaHA diluted in a PMN solution (CaHA + PMN) compared with the conventional CaHA diluted in saline solution (CaHA + SS) for hand rejuvenation.

METHODS: An in vitro study was conducted to assess fibroblast proliferation and gene expression of ECM components (COL1A1, COL3A1, and ELN) after exposure to CaHA diluted with PMN or SS. A prospective, split-hand, double-blind clinical trial (n = 22) compared both formulations regarding Hand Grading Scale (HGS), Global Aesthetic Improvement Scale (GAIS), skin hydration (corneometry), and dermal thickness (ultrasound imaging) at baseline, 15 and 90 days after treatment.

RESULTS: In vitro, CaHA + PMN induced greater fibroblast proliferation and upregulated COL1A1 and ELN gene expression compared to CaHA + SS. Clinically, both treatments led to significant improvement from baseline in HGS (p < 0.001), skin hydration and dermal/hypodermal thickness, with no statistically significant differences between-group. Investigator-assessed GAIS and patient-reported satisfaction on a 5-point Likert scale also showed improvement in both groups.

CONCLUSION: Both treatments demonstrated comparable clinical outcomes, suggesting that the strong biostimulating effect of CaHA may have overshadowed potential additive effects of PMN. Nonetheless, in vitro findings confirmed enhanced biological activity with CaHA + PMN, supporting its investigation as a complementary strategy in future studies.

PMID:41669823 | DOI:10.1111/jocd.70716

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A hydrophilic interaction UPLC-MS/MS quantitative method for the quantification of saracatinib in the human liver microsome matrix and its application in in vitro metabolic stability assessment

Anal Methods. 2026 Feb 11. doi: 10.1039/d5ay02096d. Online ahead of print.

ABSTRACT

Saracatinib (AZD-0530; SRB) is a pharmaceutical agent produced by AstraZeneca and is currently undergoing clinical studies. It is classified as a dual-kinase inhibitor, exhibiting selective activity both as an Src inhibitor and a Bcr-Abl tyrosine kinase inhibitor. No metabolic stability study for SRB has been reported; hence, so the goal of the present study was to establish an ultra-fast, green, sensitive, and validated UPLC-MS/MS method for the quantification of SRB levels in human liver microsomes (HLMs) using different in silico software to support the practical outcomes. The validated approach was used to estimate the SRB metabolic stability in HLMs. In silico software tools were employed to predict the potential sites of metabolic lability and toxicity within the SRB structure. SRB and baricitinib, used as an internal standard (IS), were isolated from HLMs using protein precipitation with acetonitrile (ACN) as the extracting agent. Chromatographic separation was conducted utilizing a Luna 3 µm HILIC column (200 Å: 50 × 2 mm, Ea), with the mobile phase comprising 0.1% formic acid in ACN (85%) and 10 mM ammonium formate in water (15% at pH 3.2), and the total run time was 1.0 min. SRB and IS were analyzed utilizing the MRM mass analyzer mode. The approach was validated according to the latest FDA guidelines for bioanalytical method validation. The SRB calibration curve demonstrated significant sensitivity, with a range of statistical linearity from 1 to 4000 ng mL-1. The intraday and interday accuracies of the four quality controls varied from -4.17% to 12.25% and -3.92% to 13.50%, respectively. The metabolic stability parameters, including the in vitro half-life (t1/2) and intrinsic clearance (Clint) of SRB, were assessed at 17.24 min and 47.02 mL min-1 kg-1, respectively. In silico research indicated that slight structural modifications to the N-methyl piperazine ring in the drug design may enhance metabolic stability and safety compared with those of SRB.

PMID:41669815 | DOI:10.1039/d5ay02096d

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Research progress on insect codon usage bias

Yi Chuan. 2026 Feb 20;48(2):158-176. doi: 10.16288/j.yczz.25-214.

ABSTRACT

Codon usage bias (CUB) refers to the non-random usage of synonymous codons during protein translation. It holds significant value for understanding species evolution, environmental adaptation, gene expression regulation, and population genetic diversity. In this review, we summarize the biological significance of codon usage bias, outline commonly used statistical approaches for its analysis, and provide a comprehensive overview of recent advances in codon usage research within the field of entomology. This work aims to offer new perspective and methodologies insights to support further in-depth studies of codon usage patterns in insects.

PMID:41669808 | DOI:10.16288/j.yczz.25-214

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Refining Detection of Subclinical Epileptiform Activity in Alzheimer’s Disease: A Case-Control Study and Call for a Consensus

Ann Neurol. 2026 Feb 11. doi: 10.1002/ana.78135. Online ahead of print.

ABSTRACT

OBJECTIVE: Sleep-predominant network hyperexcitability is increasingly recognized as a potential disease-accelerating comorbidity in Alzheimer’s disease (AD). However, its prevalence and risk-factors remain debated, largely due to cohort-specific and methodological differences across studies. In this prospective case-control study, we investigated potential ways of improving detection, from translational approaches focusing on rapid eye movement (REM)-sleep to refined electroencephalogram (EEG) setups and added clinical questionnaires.

METHODS: We recruited 30 patients with early-stage AD without a history of epilepsy and 30 age-matched controls. Participants underwent overnight polysomnography with video-EEG. Interictal epileptic discharges (IEDs) were identified through a structured 3-step review by multiple independent experts using recommended criteria. Neuroanatomic patterns and sleep-related abnormalities were investigated as potential risk factors. Clinical symptoms in favor of epileptic seizures were evaluated through a tailored questionnaire at follow-up.

RESULTS: IEDs were detected in 3 patients (10%) and 1 control (3.33%), a difference not reaching statistical significance (p = 0.612). Most events occurred during non-REM (NREM) sleep. Eight patients (26.67%) reported symptoms compatible with epileptic seizures-one of whom also presented with IEDs. Patients with IEDs or reported symptoms suggestive of potential seizures exhibited more severe sleep-disordered breathing and reduced precuneus volume compared with those without.

INTERPRETATION: Despite efforts to optimize detection accuracy, our findings reveal a lower-than-expected percentage of patients with AD with IEDs, yet support previous findings suggesting that sleep-disordered breathing and specific atrophy patterns could flag at-risk patients, guiding screening in clinical settings. Our findings also favor validation efforts of questionnaires to support the diagnostic process. Finally, we highlight methodological issues in IED detection and call for the re-evaluation and standardization of diagnostic methods and criteria in this population to improve patient care. ANN NEUROL 2026.

PMID:41669802 | DOI:10.1002/ana.78135

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Corneal biomechanics with CORVIS-ST in post-keratoplasty corneas

Indian J Ophthalmol. 2026 Feb 11. doi: 10.4103/IJO.IJO_1029_25. Online ahead of print.

ABSTRACT

PURPOSE: Comparative evaluation of the corneal biomechanical parameters by the dynamic corneal response imaging with CORVIS-ST ST in normal and post-keratoplasty eyes.

METHODS: Cross-sectional observational study of CORVIS-ST imaging of 150 normal corneas and 150 post-keratoplasty corneas was done to evaluate corneal biomechanics of normal Asian-Indian corneas and post-keratoplasty corneas. Data on demographic details, postoperative period, visual acuity (UCVA, BCVA) (logmar units), refraction, axial length (D), corneal topography Scheimpflug’s imaging with Pentacam [Anterior-K1(AK1), Anterior-K2 (AK2), Posterior-K1(PK1), PosteriorK2(PK2), Mean keratometry (Kmean), Keratometry maximum (Kmax), Q-value, D-value, Thinnest pachymetry (TP), Corneal elevation [anterior (CE ant) and posterior (CE post)], CORVIS-ST imaging (bIOP, 1st and 2nd Appl time HCT, 1st Appl length, DA, TBI, CBI, HC rad, Vel in and out, DA ratio, IR, Inv CR, SSI, SPA1, ARTh) were recorded.

RESULTS: Comparative evaluation of CORVIS-ST in 150 normal corneas [mean age 32.54 ± 10 (9-68) years] and 150 post-keratoplasty corneas [mean age 35.14 ± 16.96 (8-72) years; PK (58), DSAEK (29), DALK (58), HALK (8), and SALK (3)] noted 18 parameters (bIOP, 1st and 2nd Appl time HCT, 1st Appl length, DA, TBI, CBI, HC rad, Vel in and out, DA ratio, IR, Inv CR, SSI, SPA1, ARTh) and showed that 12 of these were statistically different in post-keratoplasty corneas. Parameters of DA, TBI, CBI, IR, and Inv CR were higher, whereas HC rad, SSI, SPA1, and ARTh showed significantly lesser values in post-keratoplasty corneas as compared to normal corneas. Subgroup analysis (PK, DSAEK, DALK, HALK) showed eyes that underwent DSAEK had biomechanical values closest to that of normal corneas. Post-DALK in comparison to post-PK corneas showed significantly higher values in CBI and IR, and lower values in HC rad, SSI, and ARTh (0.87 ± 0.17, 9.9 ± 3.5, 0.85 ± 0.25, 190.92 ± 119.06 and 0.71 ± 0.25, 8.19 ± 1.92, 1.02 ± 0.38, and 340.90 ± 178.37, respectively). Correlational analysis showed significant mild positive correlation of CBI with corneal curvature in normal and post-PK corneas (P = 0.004 and 0.040, respectively).

CONCLUSION: Post-keratoplasty corneas were seen to have lesser biomechanical strength as compared to normal corneas. Post-DSAEK corneas had a better biomechanical strength than other groups and closest biomechanics to normal corneas. Post-DALK in comparison to post-PK corneas showed a lower biomechanical strength in our study.

PMID:41669797 | DOI:10.4103/IJO.IJO_1029_25

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Rescue of conjunctival lymphatics after mitomycin C induced inhibition in rat eyes: An experimental study

Indian J Ophthalmol. 2026 Feb 11. doi: 10.4103/IJO.IJO_1929_25. Online ahead of print.

ABSTRACT

This experiment was designed to study the effect of mitomycin C (MMC) on conjunctival lymphatics and the lymphangiogenesis potential of synthetic retinoic acid (ec23) in rat eyes. This prospective animal experimental study included 30 Sprague-Dawley rats, and they were allocated into five groups. The right eye underwent localized subconjunctival surgical trauma with a 31-G needle, along with subconjunctival injection of either balanced salt solution, 0.01% MMC, 100 nM ec23, 0.01% MMC with 100 nM ec23, or 0.1% dimethyl sulfoxide in the right eye. The left eyes were control. Enucleation was done on post-operative day 14, and each conjunctival specimen was stained with Masson trichome, CD 31, and D2-40 to study fibrosis, vascular and lymphatic density, respectively. The main outcome measured was the density of conjunctival lymphatic vessels at the surgical site. It was noted that MMC resulted in a significant reduction in conjunctival lymphatic and vascular density in comparison with the control eyes (179 ± 21.33 vs 85 ± 30.82 and 190 ± 18.71 vs 85 ± 30.82 P = .009), whereas 100 nM ec23 caused significant increase in lymphatic vessel density in comparison with control eyes (310 ± 82.16 Vs 134 ± 32.09, P = .008). Similarly, 100 nM ec23 significantly increased conjunctival lymphatic density in 0.01% MMC-treated eyes (1000 ± 374.17 vs 388 ± 121.53, P = .016). Inter-group analysis showed that combined use of 100 nM ec23 caused the highest lymphatic (1000 ± 374.17, P = .001) and blood vessels (596 ± 294.67, P = .014) density. Masson trichome score (fibrosis) between intervention and control eyes was compared across different groups, and it was statistically insignificant. To conclude, MMC caused a significant reduction in lymphatic vessel density, and application of 100 nM ec23 resulted in significant lymphangiogenesis in both MMC-exposed and non-MMC-exposed eyes.

PMID:41669796 | DOI:10.4103/IJO.IJO_1929_25