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Nevin Manimala Statistics

Statistics in clinical materials – different opinions

Acta Otolaryngol. 2022 Sep 29:1. doi: 10.1080/00016489.2022.2126002. Online ahead of print.

NO ABSTRACT

PMID:36172849 | DOI:10.1080/00016489.2022.2126002

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Nevin Manimala Statistics

Platelet preservation in cardiac surgery using minimally invasive extracorporeal circulation versus optimized cardiopulmonary bypass

Perfusion. 2022 Sep 29:2676591221130173. doi: 10.1177/02676591221130173. Online ahead of print.

ABSTRACT

BACKGROUND: Minimally invasive extracorporeal circulation (MiECC) is employed as a strategy to attenuate the physiologic disturbance caused by cardiopulmonary bypass. The aim of this study was to compare the coagulation profile of MiECC to an optimized conventional extracorporeal circuit (OpECC) with regards to platelet function, rotational thromboelastometry and blood product usage.

METHODS: A retrospective analysis of coronary artery bypass grafting operations using either MiECC or OpECC was performed at a single institution.

RESULTS: A total of 112 patients were included, with 61 receiving MiECC and 51 OpECC patients. OpECC patients had a significantly larger BSA (1.95+/- 0.22m2 vs 1.88 +/- 0.18m2, p = 0.034), than those who received MiECC. No difference between groups was observed regarding red blood cell, plasma, and platelet transfusions. Functional platelet count during the warming phase of cardiopulmonary bypass was found to be higher in the MiECC group ((136 (102-171) x109/L vs 109 (94-136) x109/L), p = 0.027), as were functional platelets as a percent of total platelet count ((86 (77-91)% vs 76 (63-82)%), p = 0.003). There were no significant differences between other outcomes such as operative mortality, incidence of stroke, and intensive care unit length of stay.

CONCLUSION: While we did not see a difference in blood transfusions, MiECC resulted in a statistically significant advantage over OpECC with regards to preservation of functional platelets.

PMID:36172835 | DOI:10.1177/02676591221130173

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Nevin Manimala Statistics

Designing and Conducting Scholarly Quality Improvement: A Practical Guide for Improvers Everywhere

Hosp Pediatr. 2022 Sep 29:e2022006717. doi: 10.1542/hpeds.2022-006717. Online ahead of print.

ABSTRACT

Successful publication of quality improvement (QI) work is predicated on the use of established QI frameworks and rigorous analytical methods that allow teams to understand the impact of interventions over time. This article is meant to help QI teams disseminate their work more broadly through publication by providing tangible methods that many journals desire in QI articles with specific examples of published works referenced throughout the article. We introduce improvement frameworks that teams should identify early and use as a foundation throughout their projects. We review vital aspects of QI projects, such as team formation, creation of a succinct and clear aim statement, defining primary, process, and balancing measures, as well as QI tools like key driver diagrams, Ishikawa (fishbone) diagrams, and Pareto charts. Finally, we highlight the importance of analyzing data over time to understand the impacts of plan-do-study-act cycles on data. Annotated run charts or, more preferably, annotated statistical process control (or Shewhart) charts are both statistically sound methods to identify significant changes over time. Deliberate planning and execution of QI projects using these concepts will lead to improved chances of QI teams finding success in their project and eventual article acceptance.

PMID:36172802 | DOI:10.1542/hpeds.2022-006717

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Nevin Manimala Statistics

Recurrent, nonequilibrium systems and the Markov blanket assumption

Behav Brain Sci. 2022 Sep 29;45:e184. doi: 10.1017/S0140525X22000309.

ABSTRACT

Markov blankets – statistical independences between system and environment – have become popular to describe the boundaries of living systems under Bayesian views of cognition. The intuition behind Markov blankets originates from considering acyclic, atemporal networks. In contrast, living systems display recurrent, nonequilibrium interactions that generate pervasive couplings between system and environment, making Markov blankets highly unusual and restricted to particular cases.

PMID:36172763 | DOI:10.1017/S0140525X22000309

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Nevin Manimala Statistics

Reaction Time Sensitivity to Spectrotemporal Modulations of Sound

Trends Hear. 2022 Jan-Dec;26:23312165221127589. doi: 10.1177/23312165221127589.

ABSTRACT

We tested whether sensitivity to acoustic spectrotemporal modulations can be observed from reaction times for normal-hearing and impaired-hearing conditions. In a manual reaction-time task, normal-hearing listeners had to detect the onset of a ripple (with density between 0-8 cycles/octave and a fixed modulation depth of 50%), that moved up or down the log-frequency axis at constant velocity (between 0-64 Hz), in an otherwise-unmodulated broadband white-noise. Spectral and temporal modulations elicited band-pass filtered sensitivity characteristics, with fastest detection rates around 1 cycle/oct and 32 Hz for normal-hearing conditions. These results closely resemble data from other studies that typically used the modulation-depth threshold as a sensitivity criterion. To simulate hearing-impairment, stimuli were processed with a 6-channel cochlear-implant vocoder, and a hearing-aid simulation that introduced separate spectral smearing and low-pass filtering. Reaction times were always much slower compared to normal hearing, especially for the highest spectral densities. Binaural performance was predicted well by the benchmark race model of binaural independence, which models statistical facilitation of independent monaural channels. For the impaired-hearing simulations this implied a “best-of-both-worlds” principle in which the listeners relied on the hearing-aid ear to detect spectral modulations, and on the cochlear-implant ear for temporal-modulation detection. Although singular-value decomposition indicated that the joint spectrotemporal sensitivity matrix could be largely reconstructed from independent temporal and spectral sensitivity functions, in line with time-spectrum separability, a substantial inseparable spectral-temporal interaction was present in all hearing conditions. These results suggest that the reaction-time task yields a valid and effective objective measure of acoustic spectrotemporal-modulation sensitivity.

PMID:36172759 | DOI:10.1177/23312165221127589

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Nevin Manimala Statistics

Investigation of pd-l1 (cd274), pd-l2 (pdcd1lg2), and ctla-4 expressions in malignant pleural mesothelioma by immunohistochemistry and real-time polymerase chain reaction methods

Pol J Pathol. 2022 Sep 29:47863. doi: 10.5114/pjp.2022.119752. Online ahead of print.

ABSTRACT

INTRODUCTION: Malignant pleural mesothelioma (MPM) is an aggressive malignant disease with a poor prognosis, which affects the surface mesothelium of the pleural cavity. Immune checkpoints are responsible for controlling the immune system to avoid autoimmunity and prevent tissue damage. In this study, we aimed to investigate the expression of cytotoxic T lymphocyte antigen-4 (CTLA-4), programmed death ligand 1 (PD-L1), and programmed death ligand 2 (PD-L2) immuno-control receptors in MPM patients and the relationship of the expression with tumour types and prognostic parameters.

MATERIAL AND METHODS: In this study, we evaluated 50 MPM cases. Immunohistochemically CTLA-4, PD-L1, and PD-L2 were detected by using monoclonal anti-CTLA-4, anti-PD-L1, and anti-PD-L2. Real-time polymerase chain reaction (RT-PCR) analysis was performed with the primers CTLA-4, PD-L1, and PD-L2.

RESULTS: Statistically, no significant relation was determined between the PD-L1, PD-L2, and CTLA-4 expressions (immunohistochemical and RT-PCR methods) and the MPM histological type. Interestingly significant correlation was observed between the mean survival time and immunohistochemical PD-L2 expression; thus, long-term survival was observed in cases with PD-L2 expression.

CONCLUSIONS: Programmed death ligand 1, PD-L2, and CTLA-4 expression were observed in some MPM cases, suggesting that treatments targeting immune checkpoints may be effective. Because immunohistochemical expression of PD-L2 is associated with better prognosis, it may provide useful clues in the follow-up of patients.

PMID:36172747 | DOI:10.5114/pjp.2022.119752

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Nevin Manimala Statistics

Association of Lupus Anticoagulant status with Disease Course in SARS-CoV-2 (COVID-19) Infection

Clin Appl Thromb Hemost. 2022 Jan-Dec;28:10760296221127276. doi: 10.1177/10760296221127276.

ABSTRACT

Background: We investigated the importance of lupus anticoagulant (LA) in patients with SARS-CoV-2. Methods: Medical records of 41 SARS-CoV-2 infected patients were reviewed. Patients were classified into two groups according to the frequency of positive LA test results: “LA (-)” and “LA (+) ≥1” (LA positive at least once). Statistical analysis was performed to determine the association between LA presence and change in LA test results and disease course according to both hospital days (HD) and days after diagnosis (DD). Results: The prevalence of LA was 51.2%. Averagely, the first change in LA test result occurred during DD 12-13 and between HD 9-10. The second change occurred on DD 15-16 and HD 13-14. The presence of LA was associated with severe disease (P = .004) but was not associated with thrombotic complications or mortality. The change of results from negative to positive or vice versa or the frequency of the changes was not associated with disease severity, thrombotic complications, or mortality. Conclusions: LA positivity can be regarded as one of the findings suggesting more serious SARS-CoV-2 infection.

PMID:36172745 | DOI:10.1177/10760296221127276

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Nevin Manimala Statistics

Efficacy Analysis of High-flow Nasal Oxygen Therapy in Patients 
Accepting Single-port Video-assisted Thoracoscopic Lobectomy

Zhongguo Fei Ai Za Zhi. 2022 Sep 20;25(9):642-650. doi: 10.3779/j.issn.1009-3419.2022.102.38.

ABSTRACT

BACKGROUND: Patients who underwent lobectomy resection are prone to hypoxemia, and the vast majority present with type I respiratory failure. Thus, improvement of hypoxemia is one of the most important factors to facilitate postoperative recovery of patients. In this study, the superiority-inferiority of different oxygen inhalation methods were compared with high-flow nasal oxygen therapy (HFNO), noninvasive mechanical ventilation (NIMV) and nasal oxygen breath (NOB) in patients with hypoxemia after single-port video-assisted thoracoscopic (VATS) lobectomy, and the clinical efficacy of HFNO in these patients was further investigated.

METHODS: A total of 180 patients from the Second Affiliated Hospital of Soochow University in China with hypoxemia who accepting single-port VATS lobectomy from June 2021 to March 2022 were randomly divided into three groups (n=60), which were treated with HFNO, NIMV and NOB, respectively. The results of arterial blood gas analysis, patient’s comfort score and incidence of complications were observed before, 1 h, 6 h-12 h and after use. Statistical analyses were conducted using statistical program for social sciences 25.0 (SPSS 25.0), and P<0.05 was considered as statistical significance.

RESULTS: For patients with hypoxemia after accepting single-port VATS lobectomy, HFNO was no less effective than NIMV (P=0.333), and both of whom could fast increase patients’ partial pressure of oxygen/fraction of inspiration O₂ (PaO₂/FiO₂) compared to NOB (P<0.001). Besides, HFNO shows a great advantage in comfort degree and stay length (P<0.001, P=0.004), and incidence of complications were slightly lower than other groups (P=0.232). But it is worthy to note that HFNO is still slightly less effective than NIMV in patients with postoperative hypoxemia accompanied by elevated partial pressure of carbon dioxide (PaCO₂).

CONCLUSIONS: For patients with hypoxemia who accepting single-port VATS lobectomy, HFNO can be used as the first choice. However, for patients with postoperative hypoxemia accompanied by elevated PaCO₂, NIMV is still recommended to improve oxygenation.

PMID:36172728 | DOI:10.3779/j.issn.1009-3419.2022.102.38

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Nevin Manimala Statistics

Can a new role, the (Trainee) Associate Psychological Practitioner (T/APP), add value in General Practice? Results from the pilot year evaluation

Prim Health Care Res Dev. 2022 Sep 29;23:e61. doi: 10.1017/S1463423622000482.

ABSTRACT

BACKGROUND: The deployment of (Trainee) Associate Psychological Practitioners (T/APPs) to deliver brief psychological interventions focusing on preventing mental health deterioration and promoting emotional wellbeing in General Practice settings is a novel development in the North West of England. As the need and demand for psychological practitioners increases, new workforce supply routes are required to meet this growth.

AIMS: To evaluate the clinical impact and efficacy of the mental health prevention and promotion service, provided by the T/APPs and the acceptability of the role from the perspective of the workforce and the role to T/APPs, patients and services.

METHODS: A mixed-methods design was used. To evaluate clinical outcomes, patients completed measures of wellbeing (WEMWBS), depression (PHQ-9), anxiety (GAD-7) and resilience (BRS) at the first session, final session and at a 4-6 week follow-up. Paired-samples t-tests were conducted comparing scores from session 1 and session 4, and session 1 and follow-up for each of the four outcome measures. To evaluate acceptability, questionnaires were sent to General Practice staff, T/APPs and patients to gather qualitative and quantitative feedback on their views of the T/APP role. Quantitative responses were collated and summarised. Qualitative responses were analysed using inductive summative content analysis to identify themes.

RESULTS: T-test analysis revealed clinically and statistically significant reductions in depression and anxiety and elevations in wellbeing and resiliency between session 1 and session 4, and at follow-up. Moderate-large effect sizes were recorded. Acceptability of the T/APP role was established across General Practice staff, T/APPs and patients. Content analysis revealed two main themes: positive feedback and constructive feedback. Positive sub-themes included accessibility of support, type of support, patient benefit and primary care network benefit. Constructive sub-themes included integration of the role and limitations to the support.

CONCLUSIONS: The introduction of T/APPs into General Practice settings to deliver brief mental health prevention and promotion interventions is both clinically effective and acceptable to patients, General Practice staff and psychology graduates.

PMID:36172708 | DOI:10.1017/S1463423622000482

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Nevin Manimala Statistics

Development and validation of a measure to assess patients’ perceptions of their safety in an acute hospital setting

Nurse Res. 2022 Sep 29. doi: 10.7748/nr.2022.e1792. Online ahead of print.

ABSTRACT

BACKGROUND: Safety measurement tools have traditionally examined safety climate and culture from the perspective of healthcare professionals. A small number of studies have used tools to measure patients’ perceptions of safety.

AIM: To develop and check the validity of a questionnaire, the King’s Patient Safety Measure (KPSM), that assesses how patients perceive their safety when receiving acute care.

DISCUSSION: A cross-sectional survey of 158 patients was undertaken that was constructed to establish the validity and reliability of a 13-item questionnaire. A general linear model statistically tested how patients perceived the safety of their care and whether those views were associated with covariates that included characteristics such as age, gender, ethnic identity, socio-economic factors, how long they stayed in hospital and the way they were admitted to hospital.

CONCLUSION: The KPSM is a validated tool consisting of a single factor that is internally consistent.

IMPLICATIONS FOR PRACTICE: The KPSM is appropriate for and potentially applicable to a diverse range of patients and could act as an early warning tool.

PMID:36172707 | DOI:10.7748/nr.2022.e1792