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Nevin Manimala Statistics

Effectiveness of Motivational Interviewing in Managing Overweight and Obesity : A Systematic Review and Meta-analysis

Ann Intern Med. 2022 Mar 29. doi: 10.7326/M21-3128. Online ahead of print.

ABSTRACT

BACKGROUND: Motivational interviewing (MI) is potentially useful in management of overweight and obesity, but staff training and increased delivery time are barriers, and its effectiveness independent of other behavioral components is unclear.

PURPOSE: To assess the independent contribution of MI as part of a behavioral weight management program (BWMP) in controlling weight and improving psychological well-being.

DATA SOURCES: 6 electronic databases and 2 trial registries, searched from database inception through 24 September 2021.

STUDY SELECTION: Randomized controlled trials in adults or adolescents aimed at weight loss or maintenance and comparing programs incorporating MI versus interventions without MI.

DATA EXTRACTION: Two reviewers independently screened studies, extracted data, and assessed risk of bias. Outcomes included weight, anxiety, depression, quality of life, and other aspects of psychological well-being. Pooled mean differences or standardized mean differences were obtained using random- and fixed-effects meta-analyses.

DATA SYNTHESIS: Forty-six studies involving 11 077 participants, predominantly with obesity, were included. At 6 months, BWMPs using MI were more effective than no/minimal intervention (-0.88 [95% CI, -1.27 to -0.48] kg; I 2 = 0%) but were not statistically significantly more effective than lower-intensity (-0.88 [CI, -2.39 to 0.62] kg; I 2 = 55.8%) or similar-intensity (-1.36 [CI, -2.80 to 0.07] kg; I 2 = 18.8%) BWMPs. At 1 year, data were too sparse to pool comparisons with no/minimal intervention, but MI did not produce statistically significantly greater weight change compared with lower-intensity (-1.16 [CI, -2.49 to 0.17] kg; I 2 = 88.7%) or similar-intensity (-0.18 [CI, -2.40 to 2.04] kg; I 2 = 72.7%) BWMPs without MI. Studies with 18-month follow-up were also sparse; MI did not produce statistically significant benefit in any of the comparator categories. There was no evidence of subgroup differences based on study, participant, or intervention characteristics. Too few studies assessed effects on psychological well-being to pool, but data did not suggest that MI was independently effective.

LIMITATIONS: High statistical heterogeneity among studies, largely unexplained by sensitivity and subgroup analyses; stratification by comparator intensity and follow-up duration resulted in pooling of few studies.

CONCLUSION: There is no evidence that MI increases effectiveness of BWMPs in controlling weight. Given the intensive training required for its delivery, MI may not be a worthwhile addition to BWMPs.

PRIMARY FUNDING SOURCE: National Institute for Health Research Biomedical Research Centre. (PROSPERO: CRD42020177259).

PMID:35344379 | DOI:10.7326/M21-3128

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Nevin Manimala Statistics

Feature Selection Pipelines with Classification for Non-targeted Metabolomics Combining the Neural Network and Genetic Algorithm

Anal Chem. 2022 Mar 28. doi: 10.1021/acs.analchem.1c03237. Online ahead of print.

ABSTRACT

Non-targeted metabolomics via high-resolution mass spectrometry methods, such as direct infusion Fourier transform-ion cyclotron resonance mass spectrometry (DI-FT-ICR MS), produces data sets with thousands of features. By contrast, the number of samples is in general substantially lower. This disparity presents challenges when analyzing non-targeted metabolomics data sets and often requires custom methods to uncover information not always accessible via classical statistical techniques. In this work, we present a pipeline that combines a convolutional neural network with traditional statistical approaches and an adaptation of a genetic algorithm. The developed method was applied to a lifestyle intervention cohort data set, where subjects at risk of type 2 diabetes underwent an oral glucose tolerance test. Feature selection is the final result of the pipeline, achieved through classification of the data set via a neural network, with a precision-recall score of over 0.9 on the test set. The features most relevant for the described classification were then chosen via a genetic algorithm. The output of the developed pipeline encompasses approximately 200 features with high predictive scores, providing a fingerprint of the metabolic changes in the prediabetic class on the data set. Our framework presents a new approach which allows to apply complex modeling based on convolutional neural networks for the analysis of high-resolution mass spectrometric data.

PMID:35344349 | DOI:10.1021/acs.analchem.1c03237

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Nevin Manimala Statistics

Sex Effect in the Decision to Perform Invasive Coronary Angiography in Patients With Chronic Coronary Syndrome After Undergoing Vasodilator Stress MRI

J Magn Reson Imaging. 2022 Mar 28. doi: 10.1002/jmri.28163. Online ahead of print.

ABSTRACT

BACKGROUND: Stress cardiac MRI permits comprehensive evaluation of patients with known or suspected chronic coronary syndromes (CCS). The impact of sex on the use of invasive cardiac angiography (ICA) after vasodilator stress cardiac MRI is unclear.

PURPOSE: To evaluate the impact of sex on ICA use after vasodilator stress cardiac MRI.

STUDY TYPE: Retrospective.

POPULATION: A total of 6229 consecutive patients (age [mean ± standard deviation] 65.2 ± 11.5 years, 38.1% women).

FIELD STRENGTH/SEQUENCE: A 5-T; a steady-state free-precession cine sequence; stress first-pass perfusion imaging; late enhancement imaging.

ASSESSMENT: Patients underwent vasodilator stress cardiac MRI for known or suspected CCS. The ischemic burden (at stress first-pass perfusion imaging) was computed (17-segment model).

STATISTICAL TESTS: Multivariate logistic regression was used to evaluate the potential differential association between ischemic burden and use of cardiac MRI-related ICA across sex.

RESULTS: A total of 1109 (17.8%) patients were referred to ICA, among which there were significantly more men (762, 19.7%) than women (347, 14.6%). Overall, after multivariate adjustment, female sex was not associated with lower use of ICA (odds ratio [OR] = 0.99; confidence interval [CI] 95%: 0.84-1.18, P = 0.934). However, significant sex differences were detected across ischemic burden. Whereas women with nonischemic vasodilator stress cardiac MRI (0 ischemic segments) were less commonly submitted to ICA (OR = 0.49; CI 95%: 0.35-0.69) in patients with ischemia (>1 ischemic segment), adjusted use of ICA was more frequent in women than men (OR = 1.27; CI 95%: 1.1-1.5).

DATA CONCLUSIONS: In patients with known or suspected CCS submitted to undergo vasodilator stress cardiac MRI, cardiac MRI-related ICA may be overused in men without ischemia. Furthermore, ICA referral in patients with negative ischemia resulted in greater odds of revascularization in men.

EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 5.

PMID:35344231 | DOI:10.1002/jmri.28163

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Nevin Manimala Statistics

Assessing the quality of offshore Binomial sampling biosecurity inspections using onshore inspections

Ecol Appl. 2022 Mar 28:e2595. doi: 10.1002/eap.2595. Online ahead of print.

ABSTRACT

Introduction of pests and diseases through trade is one of the main socio-ecological challenges worldwide. Although Binomial sampling inspection at the border can reduce pest entry risk, it is common for consignments to fail inspection, wasting resources for both exporter and importer. Outsourcing the inspection to the exporting country could reduce the cost of inspection for both parties. However, there is then a need to assess the quality of the offshore inspection. In this paper, we develop an inverse method combining past inspection data on the pathway, an onshore inspection sample, and the Beta-Binomial model to infer the sample size of the offshore inspection. We illustrate the method on two case studies: the importation of live plants through germplasm into Australia and the importation of pelleted seeds in New Zealand. In these case studies, we found that detecting 4-5 infested units in a single onshore inspection was typically sufficient to significantly doubt the presence of a compliant offshore inspection. We also ran a simulation experiment to quantify the statistical power to reject or accept the presence of compliant offshore inspection in practice: In highly infested pathways, we could detect the absence of offshore inspections after inspecting five consignments onshore. Less infested pathways required inspecting 20 to 60 consignments onshore. Our study demonstrates that Binomial sampling onshore can be used to assess the quality of offshore inspections.

PMID:35344236 | DOI:10.1002/eap.2595

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Nevin Manimala Statistics

Understanding Suboptimal Response to Immune Checkpoint Inhibitors

Adv Biol (Weinh). 2022 Mar 27:e2101319. doi: 10.1002/adbi.202101319. Online ahead of print.

ABSTRACT

Immune checkpoint inhibitors (ICIs), as a novel class of anticancer therapy, can be more efficacious and less toxic than chemotherapy, but their clinical success is confined to certain tumor types. Elucidating their targets, mechanisms and scope of action, and potential synergism with chemotherapy and/or targeted therapies are critical to widen their clinical indications. Treatment response to an ICI targeting programmed death-1 (anti-PD-1) is sought to be understood here by conducting a preplanned correlative analysis of a phase II clinical trial in patients with small bowel adenocarcinoma (SBA). The cytolytic capacity of circulating immune cells in cancer patients using a novel ex vivo cytotoxicity assay is evaluated, and the utility of circulating biomarkers is investigated to predict and monitor the treatment effect of anti-PD-1. Baseline expression of Bim and NKG7 and upregulation of CX3CR1 in circulating T cells are associated with the clinical benefit of anti-PD-1 in patients with SBA. Overall, these findings suggest that the frequency and cytolytic capacity of circulating, effector immune cells may differentiate clinical response to ICIs, providing a strong rationale to support immune monitoring using patient peripheral blood.

PMID:35343107 | DOI:10.1002/adbi.202101319

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The role of microvesicles as biomarkers in the screening of colorectal neoplasm

Cancer Med. 2022 Mar 27. doi: 10.1002/cam4.4664. Online ahead of print.

ABSTRACT

BACKGROUND: Colorectal cancer (CRC) is the second cause of cancer death worldwide. The role of circulating microvesicles as a screening tool is a novel, yet effective approach that warrants prioritised research.

METHODS: In a two-gate diagnostic accuracy study, 35 patients with benign colorectal polyps (BCRP) (n = 16) and colorectal cancer (CRC) (n = 19) were compared to 17 age-matched healthy controls. Total annexin-V positive microvesicles and sub-populations positive for selected biomarkers relevant to bowel neoplasm were evaluated in patients’ plasma using flow cytometry. Statistical methods including factor analysis utilising two component factors were performed to obtain optimal diagnostic accuracy of microvesicles in identifying patients with colorectal neoplasms.

RESULTS: Total plasma microvesicles, and sub-populations positive for CD31, CD42a, CD31+/CD42a-, EPHB2, ICAM and LGR5 (component factor-1) were able to identify patients with BCRP and CRC with a receiver operator curve (AUC) accuracy of a 100% (95% CI: 100%-100%) and 95% (95% CI: 88%-100%), respectively. To identify patients with BCRP, a cut-off point value of component factor-1761 microvesicles/μl demonstrated a 100% sensitivity, specificity and negative predictive value (NPV) and a 93% positive predictive value (PPV). To identify patients with CRC, a cut-off value of component factor-1 3 439 microvesicles/μl demonstrated a 100% sensitivity, specificity and NPV and a 65% PPV. CEA+ microvesicles sub-population were significantly (p < 0.02) higher in CRC in comparison to BCRP.

CONCLUSIONS: Microvesicles as biomarkers for the early and accurate detection of CRC is a simple and effective tool that yields a potential breakthrough in clinical management.

PMID:35343093 | DOI:10.1002/cam4.4664

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Nevin Manimala Statistics

Prevalence, emotional and follow-up burden of insulin injection-related needle-stick injuries among clinical nurses in Shaanxi Province, west of China: A cross-sectional study

Nurs Open. 2022 Mar 27. doi: 10.1002/nop2.1200. Online ahead of print.

ABSTRACT

AIMS AND OBJECTIVES: The aim of this study was to investigate the prevalence, emotional and follow-up burden of insulin injection-related needle-stick injuries among clinical nurses.

BACKGROUND: needle-stick injures introduce statistically significant occupational hazards to healthcare workers. Although the large proportion of the needles injuries attributed to insulin injection, research evidence about the prevalence, emotional and follow-up burden of such injures is lacking.

DESIGN: Cross-sectional study.

METHODS: 5389 nurses were recruited from 45 hospitals in Shaanxi, China, from November 2018 to July 2019. Participants were administrated with a questionnaire specifically developed for this study. Descriptive statistics were used to present the findings.

RESULTS: All 5,389 nurses responded to the survey, of which 396 (7.4%) participants experienced 620 insulin injection-related needle-stick injuries in the past year, representing an annual prevalence of 115.0 per 1000 nurses. The annual prevalence of infection caused by the injuries was 18.7 per 1000 nurses. The injuries occurred most frequently when nurses were recapping the needle (42.4%). In the majority (98.4%) of the injuries, the hurt nurses took proper immediate actions. However, only 30.3% of nurses reported the injuries to the administrative staff, and in 43.2% of the injuries, the nurses refused or discontinued the suggested follow-up. A large proportion (58.6%) of the hurt nurses experienced emotional changes. Multivariate logistic regression showed that department, removing and/or setting back needle caps with bare hands, frequency of insulin pen and syringes are associated with the incidence of insulin injection-related needle-stick injuries. This paper is reported following the STROBE recommendations.

CONCLUSIONS: This survey demonstrated a considerably high prevalence of insulin injection-related needle-stick injuries among clinical nurses. Even though the majority of the hurt nurses took proper immediate actions, a large quantity of them failed to report the accidents to the administrative staff and complete the suggested follow-up. Nurses who suffered from insulin injection-related needle-stick injuries were subject to various negative emotional changes. It portends a statistically significant risk to occupational health management for nurses.

RELEVANCE TO CLINICAL PRACTICE: Scientific preventive and management strategies are desirable in order to minimize the consequences of insulin injection-related needle-stick injuries.

PMID:35343081 | DOI:10.1002/nop2.1200

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The quality of nursing documentation and standardized nursing diagnoses in the children’s hospital electronic nursing records

Int J Nurs Knowl. 2022 Mar 28. doi: 10.1111/2047-3095.12363. Online ahead of print.

ABSTRACT

AIM: The aim of the paper is to compare the quality of nursing documentation in the Children’s Hospital before and after the NANDA-I nursing diagnoses training.

METHODS: Research employed the interventional study design, and pre-post study design. Before and after the NANDA-I nursing diagnoses training, 50 nursing records were analyzed in the interventional pre-post study, using D-Catch instrument.

RESULTS: The most often documented problem-centered nursing diagnosis before training was anxiety and after the training, hyperthermia. The most common risk diagnoses before and after the training was risk of infection. Before the training, one health promotion diagnosis was determined in the nursing records, and after the training the number increased to four. The highest value was given to readability of the nursing documentation both before and after the training. The lowest score before the training was given to the quality determiners of the accurate nursing diagnoses and after the training given to the determiners of the results’ quantity. The sum score of documenting the nursing interventions was the most inconsistent before the training and after the training. The most consistent was the readability of the nursing records before and after the training. Statistically significant differences in the improvement of quality were revealed in all areas except for the readability of the nursing documentation and the quantity of nursing assessment.

CONCLUSIONS: The results of the study revealed that following the training, the quality of nursing documentation improved, the wording of the nursing diagnoses improved, and the number of accurate nursing diagnoses had increased.

IMPLICATIONS FOR NURSING PRACTICE: Results of the research provide an overview of the importance of the training in improving the quality of nursing documentation and aid the educators in planning the trainings, focusing more on the challenges in the documentation.

PMID:35343084 | DOI:10.1111/2047-3095.12363

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Posterior INFIX for Treating Unilateral Unstable Sacral Fractures

Orthop Surg. 2022 Mar 27. doi: 10.1111/os.13251. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the clinical outcomes of the treatment of unilateral unstable sacral fractures by fixation with the posterior INFIX (posterior pelvic ring screw-rod internal fxation).

METHODS: Data of 60 patients with unilateral unstable sacral fractures who underwent surgery from March 2013 to March 2020 were retrospectively analyzed according to the selection criteria. All patients were associated with anterior pelvic ring injuries, and the operations were performed by the same team of surgeons. According to the different types of internal fixation, the patients were divided into two groups, which both included 30 patients: the posterior INFIX group and iliosacral screw fixation group. The demographic and clinical data of the two patient groups, such as age, sex, sacral fracture types based on the Denis classification, operation time, amount of intraoperative bleeding, intraoperative fluoros copy time, Majeed pelvic score at final follow-up, and quality of fracture reduction based on Mears and Velyvis’s imaging classification criteria were collected by the same researcher and compared statistically.

RESULTS: All patients were continuously followed up for 23.17 ± 3.34 months (range, 12 to 46 months). All sacral fractures healed with an average healing time of 9.3 ± 2.24 months (range, 6 to 18 months). None of the patients had re-displacement of the fracture or fixation failure. Compared to the iliosacral screw group, the posterior INFIX group patients had more intraoperative bleeding (t = 3.59, P < 0.001), shorter operation time (t = 4.49, P < 0.001), and shorter intraoperative fluoroscopy time (t = 6.26, P < 0.001). There were no statistical differences between the two groups in terms of age, sex, fracture type, Majeed score, and quality of fracture reduction (P > 0.05). In the posterior INFIX group, one patient had a superficial wound infection and one patient complained of discomfort due to a prominent fixation. In the iliosacral screw fixation group, one patient had intraoperative iatrogenic S1 nerve injury and vessel injury. The posterior INFIX fixation was a simpler manipulation with higher safety, shorter time of operation and intraoperative fluoroscopy, and similar clinical outcomes compared to iliosacral screw fixation.

CONCLUSION: For the treatment of unilateral unstable sacral fractures, the posterior INFIX fixation can be recommended in clinic application.

PMID:35343061 | DOI:10.1111/os.13251

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Empowerment and turnover of nurse managers before and after a major healthcare reform in Cyprus: A cross sectional study

J Nurs Manag. 2022 Mar 27. doi: 10.1111/jonm.13606. Online ahead of print.

ABSTRACT

AIM: To investigate the perceived empowerment and turnover intention of middle nurse managers before and after the implementation of a major reform of the healthcare system in Cyprus, which also includes the transition of public hospitals towards administrative and financial autonomy.

BACKGROUND: The empowerment of Nurse Managers is important since previous studies have shown that it is associated with performance at work and may have an impact on their turnover intention.

METHODS: This is a repeated cross-sectional study, which was conducted in March 2019 (first phase) and was repeated in March 2020 (second phase), after the introduction of major changes. The target population was all nurse managers of the public hospitals. The final sample consisted of 175 (RR 94%) participants in the first phase and 178 (RR 95.6%) in the second.

RESULTS: Measurements at both time points revealed moderate levels of perceived empowerment among Cyprus Nurse Managers. Empowerment appeared slightly lower at the repeat measurement compared to the first, but the observed difference was not statistically significant. Among the categories of empowerment «opportunities» was presenting statistically significant differences between the two phases. At the second phase, mean scores of empowerment were consistently lower among those who stated YES compared to those who stated NO in relation to: a) the intention to change department, b) the intention to change profession and c) the intention to change organization/hospital.

CONCLUSIONS: This study demonstrated lower levels of empowerment among Nurse Managers with turnover intentions. It is therefore needed to be investigated further whether lower empowerment levels are the main reason for turnover intentions. It also suggests the need for senior management to create opportunities and to develop and implement interventions which aim to maintain and further improve the empowerment of the Nurse Managers and assess their effectiveness in terms of turnover intention in the organization.

IMPLICATIONS FOR NURSING POLICY: The senior management of the hospitals need to adopt retention strategies by establishing an empowered positive working environment for Nurse Managers. Nurse Managers need to collaborate with the senior management and seek more access to opportunities, information, support and resources which will enable them to perform their duties with efficiency and be more effective.

PMID:35343017 | DOI:10.1111/jonm.13606