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Nevin Manimala Statistics

Angle-specific torque profiles of concentric and eccentric thigh muscle strength 20 years after anterior cruciate ligament injury

Sports Biomech. 2022 Apr 3:1-17. doi: 10.1080/14763141.2022.2054856. Online ahead of print.

ABSTRACT

Thigh muscle weakness prevails following anterior cruciate ligament (ACL) injury, as usually evaluated by peak concentric quadriceps strength. Assessment throughout the range of motion (ROM), and for antagonists may provide more comprehensive information. We evaluated angle-specific torque profiles and ratios of isokinetic thigh muscle strength in 70 individuals 23 ± 2 years post-ACL injury (44males, 46.9 ± 5.4 years); 33 treated with ACL-reconstruction (ACL-R), and 37 treated only with physiotherapy (ACL-PT), and 33 controls. Quadriceps and hamstrings torques for concentric/eccentric contractions (90°/s) and ratios between hamstrings/quadriceps strength (HQ) were compared between and within groups using inferential functional data methods. The injured ACL-R leg had lower concentric and eccentric quadriceps strength compared to non-injured leg throughout the ROM, and lower concentric (interval 70-79°) and eccentric (64-67°) quadriceps strength compared to controls. The injured ACL-PT leg showed lower eccentric quadriceps strength (53-77°) than non-injured leg and lower concentric (41-79°) and eccentric (52-81°) quadriceps and eccentric hamstrings (30-77°) strength than controls. There were no group differences for HQ-ratios. The injured ACL-R leg had higher HQ-ratio (34-37°) than non-injured leg. Angle-specific torque profiles revealed strength deficits, masked if using only peak values, and seem valuable for ACL-injury rehabilitation.

PMID:35373714 | DOI:10.1080/14763141.2022.2054856

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Nevin Manimala Statistics

3D Nanoscale Mapping of Short-Range Order in GeSn Alloys

Small Methods. 2022 Apr 3:e2200029. doi: 10.1002/smtd.202200029. Online ahead of print.

ABSTRACT

GeSn on Si has attracted much research interest due to its tunable direct bandgap for mid-infrared applications. Recently, short-range order (SRO) in GeSn alloys has been theoretically predicted, which profoundly impacts the band structure. However, characterizing SRO in GeSn is challenging. Guided by physics-informed Poisson statistical analyses of k-nearest neighbors (KNN) in atom probe tomography (APT), a new approach is demonstrated here for 3D nanoscale SRO mapping and semi-quantitative strain mapping in GeSn. For GeSn with ≈14 at. % Sn, the SRO parameters of Sn-Sn 1NN in 10 × 10 × 10 nm3 nanocubes can deviate from that of the random alloys by ±15 %. The relatively large fluctuation of the SRO parameters contributes to band-edge softening observed optically. Sn-Sn 1NN also tends to be more favored toward the surface, less favored under strain relaxation or tensile strain, while almost independent of local Sn composition. An algorithm based on least square fit of atomic positions further verifies this Poisson-KNN statistical method. Compared to existing macroscopic spectroscopy or electron microscopy techniques, this new APT statistical analysis uniquely offers 3D SRO mapping at nanoscale resolution in a relatively large volume with millions of atoms. It can also be extended to investigate SRO in other alloy systems.

PMID:35373530 | DOI:10.1002/smtd.202200029

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Nevin Manimala Statistics

Predictors of interhospital transfer delays in acute surgical patient deaths in Australia: a retrospective study

ANZ J Surg. 2022 Apr 3. doi: 10.1111/ans.17669. Online ahead of print.

ABSTRACT

BACKGROUND: Interhospital transfers in Australia facilitate access to acute surgical services, however transfer delays can occur. The aims of this study were to examine Australian mortality audit data on acute surgical patients who were transferred after presenting with a surgical emergency, and to identify modifiable predictors of transfer delay.

METHODS: Surgical admissions between 1 January 2001 and 18 August 2020 were retrospectively extracted from the Australian and New Zealand Audit of Surgical Mortality database. Relevant factors and themes of interest were collated. Results were presented as odds ratios (OR) and 95% confidence intervals (CI), with statistical significance defined as P <0.05.

RESULTS: After exclusion, a final 8270 cases were analysed. Non-modifiable predictors identified were female gender (OR 1.34, 95% CI 1.05-1.70, P = 0.0184), comorbidities (OR 1.50, 95% CI 1.40-161, P <0.0001) and major non-trauma non-vascular specialty (OR 1.54 to 7.77, depending on specialty, P < 0.05). Modifiable predictors were inadequate clinical assessment (OR 49.48, 95% CI 32.91-74.38, P <0.0001), poor communication (OR 6.62, 95% CI 3.70-11.85, P <0.0001) and multiple transfers (OR 6.30, OR 95% 4.31-9.21, P <0.0001). Age, lack of bed and after-hours transfer did not predict transfer delays. Metropolitan transfers was protective against transfer delays (OR 0.64, 95% CI 0.47-0.86, P = 0.0035).

CONCLUSION: In the view of the receiving surgeon or assessor, all transfer delays potentially contributed to patient deaths, and may have been preventable. Strategies directed at modifiable factors could minimize delays. Increased surgical services in non-metropolitan regions could reduce need for transfer. Prospective data is required to examine if the same predictors are observed in surgical patients who survive.

PMID:35373494 | DOI:10.1111/ans.17669

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Nevin Manimala Statistics

Wound repair, safety, and functional outcomes in reconstructive lower extremity foot and ankle surgery using a dehydrated amnion/chorion allograft membrane

Int Wound J. 2022 Apr 3. doi: 10.1111/iwj.13809. Online ahead of print.

ABSTRACT

Amniotic membranes are known to be rich in growth factors, cytokines, and matrix proteins, which can help support wound closure and may improve patient outcomes in foot and ankle surgical interventions. In this Institutional Review Board (IRB) approved clinical study, 21 consecutive patients undergoing lower extremity soft tissue and bone reconstruction surgery received dehydrated human amnion and chorion allograft (dHACA) placed as a covering over the deep layers of the surgical wound during closure. Wound healing complications were assessed and American Orthopaedic Foot and Ankle Society (AOFAS) scores were compiled from over a 1-year follow-up period. Summary statistics were calculated for average pain, function, and alignment. The average overall AOFAS pre-treatment score was 35.8 ± 23.0 and the post-treatment score significantly improved to 87.5 ± 6.4 (P = 3.7 × 10-10 ). The pain-score improved from pre-treatment at 10.0 ± 11.0 to post-treatment at 36.7 ± 4.8 (P = 5.0 × 10-5 ). The pre-treatment function score was 18.7 ± 12.9 and at post-treatment increased to 38.5 ± 5.7 (P = 5.8 × 10-5 ). Lastly, the alignment score at pre-treatment was 7.1 ± 4.4 and at post-treatment was 12.4 ± 2.6 (P = .001). These improvements in functional scores were accompanied with clinical observations of reduced surgical complications including a lack of wound dehisance in the cohort. These clinical findings suggest that the application of aseptically processed dHACA may reduce wound complications and as such may aide in clinical improvements in foot and ankle surgical interventions however a larger comparative trial should be considered to validate these initial findings.

PMID:35373506 | DOI:10.1111/iwj.13809

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Nevin Manimala Statistics

QSPR Modelling of The Solubility of Drug and Drug-Like Compounds in Supercritical Carbon Dioxide

Mol Inform. 2022 Apr 3. doi: 10.1002/minf.202200026. Online ahead of print.

ABSTRACT

A quantitative structure-property relationship (QSPR) modeling was carried out for predicting drug and drug-like compounds solubility in supercritical carbon dioxide. For the first time, a dataset of 148 drugdrug-like compounds, accounting for 3971 experimental data points (EDPs), was collected and used for modelling the relationship between selected molecular descriptors and solubility fraction data achieved by a nonlinear approached (Artificial neural network, ANN) based on molecular descriptors. Experimental solubility data for a given drug are published as a function of temperature and pressure. In this study, 11 significant PaDEL descriptors (AATS3v, MATS2e, GATS4c, GATS3v, GATS4e, GATS3s, nBondsM, AVP-0, SHBd, MLogP, and MLFER_S), the temperature and the pressure were statistically proved to be sufficient inputs. The architecture of the optimised model was found to be {13,10,1}. Validation of the model was checked using several recommended statistical metrics, including Average absolute relative deviation (AARD=3.7748%), Root Mean Square Error (RMSE=0.5162), Coefficient of Correlation (r=0.9761), Coefficient of Determination (R²=0.9528), and Robustise (Q²=0.9528). The model was also subjected to an external test by using 143 EDPs. Sensitivity analysis and domain of application were examined. The overall results confirm that the optimised ANN-QSPR model can be used reliably for the correlation and prediction of this property.

PMID:35373477 | DOI:10.1002/minf.202200026

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Nevin Manimala Statistics

Epidemiology and Management of Abdominal Injuries in Children

Acad Emerg Med. 2022 Apr 3. doi: 10.1111/acem.14497. Online ahead of print.

ABSTRACT

BACKGROUND: Although more guideline-adherent care has been described in pediatric compared to adult trauma centers, we aimed to provide a more detailed characterization of management and resource utilization of children with intra-abdominal injury (IAI) within pediatric centers. Our primary objective was to describe the epidemiology, diagnostic evaluation, and management of children with IAI across U.S. children’s hospitals. Our secondary objective was to describe the inter-hospital variation in surgical management of children with IAI.

METHODS: We conducted a cross-sectional study of 33 hospitals in the Pediatric Health Information System. We included children aged <18 years evaluated in the emergency department from 2010-2019 with IAI, as defined by ICD coding, and who underwent an abdominal computed tomography (CT). Our primary outcome was abdominal surgery. We categorized IAI by organ system and described resource utilization data. We used generalized linear regression to calculate adjusted hospital-level proportions of abdominal surgery, with a random effect for hospital.

RESULTS: We studied 9,265 children with IAI. Median (IQR) age was 9.0 years (IQR: 6.0, 13.0). Abdominal surgery was performed in 16% (n=1,479) of children, with the lowest proportion of abdominal surgery observed in children aged <5 years. Liver (38.6%) and spleen (32.1%) were the most common organs injured. 3.1% of children with liver injuries and 2.8% with splenic injuries underwent abdominal surgery. Although there was variation in rates of surgery across hospitals (p<0.001), only 3 of 33 hospitals had rates that were statistically different from the aggregate mean of 16%.

CONCLUSIONS: Most children with IAI are managed non-operatively, and most children’s hospitals manage children with IAI similarly. These data can be used to inform future benchmarking efforts across hospitals to assess concordance with guidelines for the management of children with IAI.

PMID:35373473 | DOI:10.1111/acem.14497

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Nevin Manimala Statistics

A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances in Public Water Systems

Integr Environ Assess Manag. 2022 Apr 4. doi: 10.1002/ieam.4614. Online ahead of print.

ABSTRACT

As health-based drinking water standards for per- and polyfluorinated alkyl substances (PFAS) continue to evolve, public health and environmental protection decision-makers must assess exposure risks associated with all public drinking water systems in the United States (US). Unfortunately, current knowledge regarding the presence of PFAS in environmental systems is limited. In this study a screening approach was established to: 1) identify and direct attention toward potential PFAS hot-spots in drinking water sources; 2) prioritize sampling locations; and 3) provide insights regarding the potential PFAS sources that contaminate groundwater and surface water. Our approach incorporates geospatial data from public sources, including the U.S. Environmental Protection Agency’s (US EPA) Toxic Release Inventory (TRI), to identify locations where PFAS may be present in drinking water sources. An indicator factor (e.g. “risk factor” was developed as a function of distance between potential past and/or present PFAS-users (e.g., military bases, industrial sites, and airports) and the public water system, and generates a heat map that visualizes potential exposure risks. A binomial logistic regression model indicates whether PFAS is likely to be detected in public water systems. The results obtained using the developed screening approach aligned well (with a 76% overall model accuracy) with PFAS sampling and chemical analysis data from 81 public drinking water systems in the state of Kentucky. This study proposes this screening model as an effective decision aid to assist key decision-makers in identifying and prioritizing sampling locations for potential PFAS exposure risks in the public drinking water sources in their service areas. This article is protected by copyright. All rights reserved. © 2022 SETAC.

PMID:35373458 | DOI:10.1002/ieam.4614

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Nevin Manimala Statistics

Eliciting judgements about dependent quantities of interest: The SHeffield ELicitation Framework extension and copula methods illustrated using an asthma case study

Pharm Stat. 2022 Apr 3. doi: 10.1002/pst.2212. Online ahead of print.

ABSTRACT

Pharmaceutical companies regularly need to make decisions about drug development programs based on the limited knowledge from early stage clinical trials. In this situation, eliciting the judgements of experts is an attractive approach for synthesising evidence on the unknown quantities of interest. When calculating the probability of success for a drug development program, multiple quantities of interest-such as the effect of a drug on different endpoints-should not be treated as unrelated. We discuss two approaches for establishing a multivariate distribution for several related quantities within the SHeffield ELicitation Framework (SHELF). The first approach elicits experts’ judgements about a quantity of interest conditional on knowledge about another one. For the second approach, we first elicit marginal distributions for each quantity of interest. Then, for each pair of quantities, we elicit the concordance probability that both lie on the same side of their respective elicited medians. This allows us to specify a copula to obtain the joint distribution of the quantities of interest. We show how these approaches were used in an elicitation workshop that was performed to assess the probability of success of the registrational program of an asthma drug. The judgements of the experts, which were obtained prior to completion of the pivotal studies, were well aligned with the final trial results.

PMID:35373454 | DOI:10.1002/pst.2212

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Nevin Manimala Statistics

National registry-based data of adverse events in Finnish long-term professional homecare in 2009-2019

J Clin Nurs. 2022 Apr 3. doi: 10.1111/jocn.16312. Online ahead of print.

ABSTRACT

AIMS AND OBJECTIVES: The aim of this study was to discover the nature of the adverse events in Finnish long-term professional homecare reported by professionals, and to identify the circumstances in which adverse events occur and their consequences.

BACKGROUND: Adverse events are incidents causing unintended and unnecessary harm to older people at home. Safety is a basic human right and a fundamental prerequisite for independent living among older people at home. Few studies have focused on both long-term professional homecare environment and the safety of older people.

DESIGN: The research was a descriptive registry-based study.

METHODS: This study consisted of adverse events (N = 61248) in Finnish public long-term professional homecare (2009-2019). Data were described using frequencies and percentages. STROBE statement checklist was chosen for reporting the study process.

RESULTS: By profession, practical nurses and registered nurses reported the most of adverse events (89.8%). These were either critical incidents (78.3%) or near misses (20.0%) and concerned medicine, injuries and accidents, information flow or management. Consequences for older people were usually rated from no-harm to moderate harm. For long-term professional homecare, image harm, extra financial costs, no-harm and prolonged care for older people were among the consequences. Personnel frequently observed the older people afterwards and informed older people of adverse events, yet some of actions were unknown.

CONCLUSIONS: Many harmful adverse events are considered harmless for older people. Sometimes this can lead to unmet care needs or missed care. The degree of harm needs to be assessed in terms of physical, mental and social health with the HaiPro reporting system for homecare.

RELEVANCE TO CLINICAL PRACTICE: An understanding and a comprehensive view of the situation and holistic assessment of care needs includes safety and safety risks to increase safety and feeling of safety for older people at home.

PMID:35373401 | DOI:10.1111/jocn.16312

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Nevin Manimala Statistics

Relationship between predisposing and facilitating factors: Does it influence the risk of developing peri-operative pressure injuries?

Int Wound J. 2022 Apr 3. doi: 10.1111/iwj.13811. Online ahead of print.

ABSTRACT

This study examined the relationship between the personal predisposing factors of patients and the severity of pressure injuries (PIs) developed during surgery. This retrospective cohort study collected 439 cases of peri-operative PIs. Using binary logistic regression to identify the variables associated with PI severity, the effects of interactions between associated variables were then tested. The results of this study revealed that among the personal predisposing factors, only higher patient age (P = .001) and higher body mass index (P < .001) posed a greater risk of stage 2 PIs or higher. Among the surgery-related facilitating factors, only patients who were placed in the prone position during surgery and patients who lost ≥1000 mL of blood during surgery were at greater risk of stage 2 PIs or higher, compared, respectively, to those placed in the supine position and those who lost ≤100 mL of blood. Furthermore, the amount of blood lost during surgery moderated the influence of age on PI severity. For elderly patients who are expected to lose a large blood volume during surgery or lose an immeasurable amount of blood due to the use of cardiopulmonary bypass, taking more precautionary measures to prevent PIs is recommended.

PMID:35373448 | DOI:10.1111/iwj.13811