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Nevin Manimala Statistics

Patient reported outcomes improve following lower limb prosthesis and socket and replacement

J Patient Rep Outcomes. 2026 Feb 21. doi: 10.1186/s41687-026-01021-4. Online ahead of print.

ABSTRACT

BACKGROUND: Prosthetic sockets are fundamental in stabilizing the residual limb and providing a secure attachment for the prosthesis, therefore aiding in achieving a more natural and efficient walking motion. Patients who are fit with a prosthesis report increased mobility which correlates to increased quality of life and satisfaction. While timely receipt of an initial prosthesis following amputation improves patient outcomes, the impact of the socket or prosthesis being replaced is less documented. The purpose of this analysis was to assess the change in outcomes resulting from socket and prosthesis replacements.

METHODOLOGY: This study included patients within a national database from a national privately owned provider of prosthetic care. Inclusion criteria consisted of adults with a unilateral, lower limb amputation that received either a replacement socket or prosthesis. Data were collected during routine clinical care with questionnaires about quality of life and satisfaction (Prosthesis Evaluation Questionnaire-Well Being), and mobility (Prosthesis Limb Users Survey of Mobility). Statistical analyses consisted of Student’s t-tests and estimated marginal means to determine significant changes within each group. Hours worn was collected as a secondary variable.

RESULTS: A total of 19,185 longitudinal outcomes were included in the final analysis and divided into four groups based on amputation level and socket or prosthesis replacement status (above knee socket replacement n = 2,515, below knee socket replacement n = 7,746, above knee replacement prosthesis n = 1,717, and below knee replacement prosthesis n = 7,207). Quality of life, satisfaction, and mobility improved significantly across all groups (p < 0.01), with hours worn increasing after socket replacement in both groups (p < 0.01) but not in the prosthesis replacement groups. Individuals with vascular disease or diabetes had reduced mobility compared to other etiologies. Older age negatively impacted mobility.

CONCLUSIONS: On average, patients with lower limb amputation receiving an above-knee or below-knee socket replacement or prosthesis replacement can expect an improvement in their mobility and well-being.

CLINICAL RELEVANCE: The findings highlight the clinical relevance of prosthetic socket and prosthesis replacements by demonstrating significant improvements in quality of life, satisfaction, and mobility for patients with lower limb amputations. This evidence supports the importance of socket and prosthesis replacements in enhancing patient outcomes and informs evidence-based clinical practices. By addressing gaps in the literature, this research provides valuable insights that can guide prosthetists and physicians in optimizing care. Overall, these results underscore the long-term benefits of replacements, advocating for prioritizing resources and support for prosthetic care to improve health outcomes and quality of life for individuals with an amputation.

PMID:41722013 | DOI:10.1186/s41687-026-01021-4

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Nevin Manimala Statistics

Evaluation of serum Cytokeratin 5 and p63 as non-invasive biomarkers for the diagnosis and staging of cervical cancer: a case-control study

Clin Transl Oncol. 2026 Feb 21. doi: 10.1007/s12094-026-04238-3. Online ahead of print.

ABSTRACT

BACKGROUND: Cervical cancer continues to be a major worldwide health concern. Diagnostic methods are limited, and therefore, more specific, non-invasive serum biomarkers are required for greater efficacy in detecting and monitoring the disease.

OBJECTIVE: This research aims to investigate the diagnostic and prognostic utility of serum Cytokeratin 5 (CK5) and p63 as biomarkers for cervical cancer.

MATERIAL AND METHODS: A case-control study was conducted with 50 women with newly diagnosed, histologically confirmed cervical cancer and 50 age-matched healthy controls. Serum levels of CK5 and p63 were quantified using enzyme-linked immunosorbent assay (ELISA).

RESULTS: Serum levels of both CK5 (286 ± 94 vs. 77.5 ± 28.2 ng/L, p < 0.001) and p63 (35.1 ± 10.6 vs. 7.5 ± 3.2 ng/mL, p < 0.001) were significantly elevated in cervical cancer patients compared to controls. ROC analysis revealed excellent diagnostic accuracy, with an area under the curve (AUC) of 0.96 for CK5 and 0.97 for p63 both biomarkers being statistically significantly more in advanced-stage than in early-stage of the disease on p = 0.002 and p < 0.0001, respectively, and independent predictors of advanced disease in multivariate analysis.

CONCLUSION: Serum CK5 and p63 had an excellent diagnostic efficiency for cervical cancer and correlated with disease progression, positioning them as promising non-invasive biomarkers for diagnosis and staging.

PMID:41722012 | DOI:10.1007/s12094-026-04238-3

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Nevin Manimala Statistics

Retinal Arterial Vasospasm in Retinal Vein Occlusion and Its Association with Aqueous Humor Endothelin-1

Ophthalmol Ther. 2026 Feb 21. doi: 10.1007/s40123-026-01330-3. Online ahead of print.

ABSTRACT

INTRODUCTION: To determine the incidence, clinical characteristics, and spatial associations of retinal arterial vasospasm in retinal vein occlusion (RVO), and to explore its relationship with aqueous humor endothelin-1 (ET-1) concentration.

METHODS: This retrospective cohort study included 58 eyes with RVO that underwent wide-field fluorescein angiography (FA) within 1 month of presentation. In addition, aqueous humor samples were prospectively collected from a subset of 18 treatment-naïve RVO eyes. Arterial vasospasm was defined as a focal narrowing of the arterial lumen on early-phase FA. Cotton wool spots (CWS) and retinal hemorrhage were evaluated using color fundus photography and electronic medical records. Topographic concordance was assessed using quadrant-based, horizontal, and vertical hemifield classifications. Aqueous humor samples were analyzed for ET-1 concentration using enzyme-linked immunosorbent assay (ELISA).

RESULTS: Arterial vasospasm was identified in 21 eyes (36.2%), including six eyes with central RVO and 15 eyes with branch RVO. Vasospasm was most commonly observed in the superotemporal quadrant and predominantly on second-order arteriolar branches (78.6%). CWS were more frequent in eyes with vasospasm compared with those without (81.0% vs. 54.1%; p = 0.050). Significant spatial concordance between vasospasm and CWS was observed in the vertical hemifield (p = 0.049), with no concordance observed with retinal hemorrhage location or severity. Exploratory aqueous humor analysis showed higher ET-1 concentrations in eyes with vasospasm (8.37 ± 4.59 vs. 5.74 ± 1.88 pg/mL), although statistical interpretation was limited by the sample size.

CONCLUSION: Retinal arterial vasospasm is a relatively common but under-recognized feature of RVO. Its association with CWS and higher ET-1 levels suggests localized arterial endothelial dysfunction. Vasospasm may represent an arterial component of RVO pathophysiology and warrants further investigation.

PMID:41722008 | DOI:10.1007/s40123-026-01330-3

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Nevin Manimala Statistics

On the reported methodology in published TriNetX-based studies: an analysis of impossible index event designs

Eur J Epidemiol. 2026 Feb 21. doi: 10.1007/s10654-025-01342-6. Online ahead of print.

ABSTRACT

Ease of access to big data and automated analysis tools can facilitate the rapid generation of poorly designed epidemiological studies, which collectively pose a risk to the quality of medical literature. Member organizations of the TriNetX network have the ability to mass-produce retrospective cohort studies at speed using the federated data network’s statistical power and streamlined analytics pipeline. This exploratory meta-research study collated 13 published TriNetX-based retrospective cohort studies that claim to have used a design that is, in fact, impossible on the platform (the setting of a pseudo-index event on the TriNetX platform). Of these, 8 studies described their analysis as being conducted on the platform alone, making their description of the index event impossible. When we queried seven different generative artificial intelligence (AI) tools for advice on how to set an index event on TriNetX, six tools suggested at least one strategy that cannot be implemented on the platform. Unlike previously documented errors in TriNetX-based studies, we argue that the reporting of impossible index event designs in the identified publications likely constitute either distortion of the reported methods or the uncritical adoption of false AI-generated methodological advice. In an age of accelerating and increasingly automated medical research, editors and peer-reviewers must be informed of limitations with emerging epidemiological datasets and analytic tools.

PMID:41721987 | DOI:10.1007/s10654-025-01342-6

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Nevin Manimala Statistics

Association of Statin use with Parkinson’s Disease Progression in a Prospective Cohort Study and Multi-omics Analyses

J Mol Neurosci. 2026 Feb 21;76(1):36. doi: 10.1007/s12031-026-02494-0.

NO ABSTRACT

PMID:41721963 | DOI:10.1007/s12031-026-02494-0

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Nevin Manimala Statistics

Sex Difference in Risk and Protective Factors of State Psychiatric Hospital Readmissions among Non-forensic Psychiatric Patients in the United States in 2020-2023: Discrete-Time Hazard Models Applied To the National Mental Health Client-Level Data

Adm Policy Ment Health. 2026 Feb 21. doi: 10.1007/s10488-026-01492-z. Online ahead of print.

NO ABSTRACT

PMID:41721949 | DOI:10.1007/s10488-026-01492-z

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Nevin Manimala Statistics

Modeling and Simulation of the Role of Mass Testing in Controlling COVID-19

Bull Math Biol. 2026 Feb 21;88(3):42. doi: 10.1007/s11538-026-01593-8.

ABSTRACT

This study explores the role of mass testing in controlling the COVID-19 pandemic using an age-stratified compartmental model. The model evaluates the impact of different testing strategies on the pandemic’s reproduction number, R 0 , while also considering social distancing measures and demographic characteristics. The analysis highlights the importance of combining mass testing with isolation strategies to reduce the spread of the virus. The simulations demonstrate that in countries characterized by high levels of elderly cohabitation with younger individuals, vertical isolation is insufficient; horizontal isolation with work restrictions, alongside testing and susceptibility reduction measures, is crucial. For aged developed countries, where cohabitation of the elderly with younger individuals is less prevalent, and for least developed countries, where the population has a predominantly youthful age structure, pandemic control is more feasible with fewer tests. The study also emphasizes the critical role of identifying asymptomatic cases to achieve optimal epidemic control. Lastly, the cost-effectiveness of various testing strategies is examined, providing insights for public health policy decision-making.

PMID:41721946 | DOI:10.1007/s11538-026-01593-8

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Nevin Manimala Statistics

Disorder and Homeostasis in ANIBOT A Biologically-Inspired Animal Robot

Bull Math Biol. 2026 Feb 21;88(3):44. doi: 10.1007/s11538-026-01608-4.

ABSTRACT

The effects of external perturbations (or disorder) in the Hopf bifurcations of a central pattern generator (CPG) network of neurons that serves as a model for the circuit realization of ANIBOT-a biologically-inspired animal robot with four legs-are studied, analytically and computationally, from the standpoint of homeostasis. In particular, we employ recent developments in the mathematical description of homeostasis, e.g., input-output functions, to explore the CPG response to perturbations of the network connectivity, the internal dynamics of the neurons, and electronic noise as it arises in the circuit realization of ANIBOT. The patterns of locomotion (Walk, Jump, Trot, Bound, Pace, and Pronk) are controlled, mainly, by the phase dynamics of a CPG network. The results show that with the exception of the Walk and Jump gaits, the phase dynamics of all other gaits exhibit perfect homeostatic responses. In addition, a distinctive feature of the network dynamics is that, under certain conditions, the external perturbations can lead to the appearance of certain patterns, which are absent in the unperturbed system, i.e., disorder-induced pattern formation.

PMID:41721944 | DOI:10.1007/s11538-026-01608-4

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Nevin Manimala Statistics

Cutaneous alpha-Synuclein Pathology as a Differential Marker: A Histological and Statistical Comparison across Neurodegenerative Disease Groups

J Mol Neurosci. 2026 Feb 21;76(1):37. doi: 10.1007/s12031-026-02486-0.

ABSTRACT

There is an urgent need for early and accurate biomarkers of neurodegenerative disorders. Due to the high innervation and accessibility of the skin, a skin biopsy is a minimally invasive method of detecting phosphorylated α-synuclein (p-α-syn) and assessing intraepidermal nerve fiber density (IENFD). We analyzed biopsies taken from the back and the leg of patients with parkinsonian syndromes (Park.sy.), α-synucleinopathies, multiple system atrophies (MSA), tauopathies, and other neurological disorders, as well as from healthy controls. Double immunofluorescence was performed for p-α-syn (Ser129) and protein gene product 9.5 (PGP 9.5), alongside quantitative IENFD assessment. p-α-syn was significantly more prevalent in the patient groups than in the control group. The highest prevalence was observed in patients with parkinsonian syndromes, α-synucleinopathies and MSA. Tauopathies showed preferential paravertebral positivity. Reduction or absence of IENFD was most pronounced in tauopathies (75%), while IENFD was most commonly preserved in MSA (83.3%), indicating that disease-specific patterns of peripheral nerve involvement are exhibited. p-α-syn positivity was found to correlate with shorter disease duration, suggesting its potential as an early biomarker. Combined with olfactory testing, cutaneous markers improved diagnostic discrimination. Our findings support the use of skin biopsies as a promising clinical tool in diagnosing biomarker-based neurodegenerative diseases.

PMID:41721941 | DOI:10.1007/s12031-026-02486-0

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Nevin Manimala Statistics

Counting Rankings of Tree-Child Networks

Bull Math Biol. 2026 Feb 21;88(3):43. doi: 10.1007/s11538-026-01606-6.

ABSTRACT

Rooted phylogenetic networks allow biologists to represent evolutionary relationships between present-day species by revealing ancestral speciation and hybridization events. A convenient and well-studied class of such networks are ‘tree-child networks’ and a ‘ranking’ of such a network is a temporal ordering of the ancestral speciation and hybridization events. In this short note, we investigate the question of counting such rankings on any given binary (or semi-binary) tree-child network. We also investigate the relationship between rankable tree-child networks and the class of ‘normal’ networks. Finally, we provide an explicit asymptotic expression for the expected number of rankings of a tree-child network chosen uniformly at random.

PMID:41721936 | DOI:10.1007/s11538-026-01606-6