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Nevin Manimala Statistics

Writing in Elementary Students With Language-Based Learning Disabilities: A Pilot Study to Examine Feasibility and Promise

Lang Speech Hear Serv Sch. 2024 Jun 20:1-17. doi: 10.1044/2024_LSHSS-23-00187. Online ahead of print.

ABSTRACT

PURPOSE: Although children with language-based learning disabilities (LLD) demonstrate significant difficulties with writing, empirical evidence to support interventions is sparse. Therefore, the purpose of this pilot study was to examine the feasibility and promise of a writing intervention for fourth- and fifth-grade students with LLD (WILLD: writing in students with LLD). The intervention components included word-, sentence-, and discourse-level writing processes and instructional practices using self-regulation strategies.

METHOD: Participants for this study were 15 students with LLD, recruited from three different schools. Students’ writing was assessed using a sentence probe task and obtaining an informative paragraph writing sample as a measure of proximal writing outcomes. Trained speech-language pathologists (SLPs) and special educators delivered the intervention in a small-group format over 12 weeks. Using a within-group pre-post design, we examined changes in writing outcomes before and after the intervention.

RESULTS: Results indicated that the intervention helped students improve their informative writing skills; students’ writing quality showed a statistically significant increase, and grammatical errors showed a significant decrease.

CONCLUSIONS: Evidence from this pilot effort indicates that WILLD was feasible and appears to show promise for improving writing outcomes for fourth- and fifth-grade students with LLD when delivered by SLPs and special educators in a small-group format. Implications of the results and directions for future research are discussed.

SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.26053132.

PMID:38901005 | DOI:10.1044/2024_LSHSS-23-00187

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Nevin Manimala Statistics

External Validation of a Model for Persistent Perfusion Deficit in Patients With Incomplete Reperfusion After Thrombectomy: EXTEND-PROCEED

Neurology. 2024 Jul 23;103(2):e209401. doi: 10.1212/WNL.0000000000209401. Epub 2024 Jun 20.

ABSTRACT

BACKGROUND AND OBJECTIVES: We recently developed a model (PROCEED) that predicts the occurrence of persistent perfusion deficit (PPD) at 24 hours in patients with incomplete angiographic reperfusion after thrombectomy. This study aims to externally validate the PROCEED model using prospectively acquired multicenter data.

METHODS: Individual patient data for external validation were obtained from the Endovascular Therapy for Ischemic Stroke with Perfusion-Imaging Selection, Tenecteplase versus Alteplase Before Endovascular Therapy for Ischemic Stroke part 1 and 2 trials, and a prospective cohort of the Medical University of Graz. The model’s primary outcome was the occurrence of PPD, defined as a focal, wedge-shaped perfusion delay on 24-hour follow-up perfusion imaging that corresponds to the capillary phase deficit on last angiographic series in patients with <Thrombolysis in Cerebral Infarction 3 reperfusion after thrombectomy. The model’s performance was evaluated with discrimination, calibration accuracy, and clinical decision curves.

RESULTS: We included 371 patients (38% with PPD). The externally validated model had good discrimination (C-statistic 0.81, 95% CI 0.77-0.86) and adequate calibration (intercept 0.25, 95% CI 0.21-0.29 and slope 0.98, 95% CI 0.90-1.12). Across a wide range of probability thresholds (i.e., depending on the physicians’ preferences on how the model should be used), the model shows net benefit on clinical decision curves, informing physicians on the likelihood of PPD. If a physician’s attitude toward false-positive and false-negative ratings is equal, the model would reduce 13 in 100 unnecessary interventions by correctly predicting complete delayed reperfusion, without missing a patient with PPD.

DISCUSSION: The externally validated model had adequate predictive accuracy and discrimination. Depending on the acceptable threshold probability, the model accurately predicts persistent incomplete reperfusion and may advise physicians whether additional reperfusion attempts should be performed.

PMID:38900979 | DOI:10.1212/WNL.0000000000209401

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Nevin Manimala Statistics

Access to Diabetes Care Should Be a Universal Right for People With Type 1 Diabetes: Lessons Learned From the Norwegian Childhood Diabetes Registry

Diabetes Care. 2024 Jul 1;47(7):1111-1113. doi: 10.2337/dci24-0002.

NO ABSTRACT

PMID:38900950 | DOI:10.2337/dci24-0002

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Nevin Manimala Statistics

Suicidal Ideation, Suicide Attempts, and Suicide Deaths in Adolescents and Young Adults With Type 1 Diabetes: A Systematic Review and Meta-analysis

Diabetes Care. 2024 Jul 1;47(7):1227-1237. doi: 10.2337/dc24-0411.

ABSTRACT

BACKGROUND: Evidence is lacking on the risk of suicide-related behaviors (suicidal ideation, suicide attempt, suicide death) in youth with type 1 diabetes (T1D).

PURPOSE: We aimed to 1) determine the prevalence of suicidal ideation, suicide attempts, and suicide deaths in adolescents and young adults (AYA) with T1D aged 10-24 years; 2) compare suicide-related behavior prevalence in youth with and without T1D; and 3) identify factors associated with suicide-related behaviors.

DATA SOURCES: A systematic search was conducted in MEDLINE, Embase, and PsycInfo up to 3 September 2023.

STUDY SELECTION: We included observational studies where investigators reported the prevalence of suicide-related behaviors among AYA aged 10-24 years with T1D.

DATA EXTRACTION: We collected data on study characteristics, data on prevalence of suicide-related behaviors, and data on associated factors.

DATA SYNTHESIS: We included 31 studies. In AYA with versus without T1D, pooled prevalence of suicidal ideation was 15.4% (95% CI 10.0-21.7; n = 18 studies) vs. 11.5% (0.4-33.3; n = 4), respectively, and suicide attempts 3.5% (1.3-6.7; n = 8) vs. 2.0% (0.0-6.4; n = 5). Prevalence of suicide deaths ranged from 0.04% to 4.4% among youth with T1D. Difficulties with T1D self-management were frequently reported to be associated with higher rates of suicide-related behaviors. However, findings on the association of glycemic levels and suicide-related behaviors were inconsistent.

LIMITATIONS: There was a considerable level of heterogeneity in meta-analysis of both suicidal ideation and suicide attempts.

CONCLUSIONS: Suicidal ideation and suicide attempts are prevalent in AYA with T1D. Current evidence does not suggest that these rates are higher among AYA with T1D than rates among those without.

PMID:38900947 | DOI:10.2337/dc24-0411

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Nevin Manimala Statistics

Combined JAK inhibition and PD-1 immunotherapy for non-small cell lung cancer patients

Science. 2024 Jun 21;384(6702):eadf1329. doi: 10.1126/science.adf1329. Epub 2024 Jun 21.

ABSTRACT

Persistent inflammation driven by cytokines such as type-one interferon (IFN-I) can cause immunosuppression. We show that administration of the Janus kinase 1 (JAK1) inhibitor itacitinib after anti-PD-1 (programmed cell death protein 1) immunotherapy improves immune function and antitumor responses in mice and results in high response rates (67%) in a phase 2 clinical trial for metastatic non-small cell lung cancer. Patients who failed to respond to initial anti-PD-1 immunotherapy but responded after addition of itacitinib had multiple features of poor immune function to anti-PD-1 alone that improved after JAK inhibition. Itacitinib promoted CD8 T cell plasticity and therapeutic responses of exhausted and effector memory-like T cell clonotypes. Patients with persistent inflammation refractory to itacitinib showed progressive CD8 T cell terminal differentiation and progressive disease. Thus, JAK inhibition may improve the efficacy of anti-PD-1 immunotherapy by pivoting T cell differentiation dynamics.

PMID:38900877 | DOI:10.1126/science.adf1329

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Nevin Manimala Statistics

Challenging the Concept of Statistical Fragility: Is There Any Value Added?

J Bone Joint Surg Am. 2024 Jun 20. doi: 10.2106/JBJS.24.00368. Online ahead of print.

ABSTRACT

Today, well-designed randomized clinical trials (RCTs) are considered the pinnacle of clinical research, and they inform many practices in orthopaedics. When designing these studies, researchers conduct a power analysis, which allows researchers to strike a balance between (1) enrolling enough patients to detect a clinically important treatment effect (i.e., researchers can be confident that the effect is unlikely due to chance) and (2) cost, time, and risk to patients, which come with enrolling an excessive number of patients. Because researchers will have a desire to conduct resource-efficient RCTs and protect patients from harm, many studies report a p value that is close to the threshold for significance. The concept of the fragility index (FI) was introduced as a simple way to interpret RCT findings, but it does not account for RCT design. The adoption of the FI conflicts with researchers’ goals of designing efficient RCTs that conserve resources and limit ineffective or harmful treatments to patients. The use of the FI may reflect many clinicians’ lack of familiarity with interpreting p values beyond “significant” or “nonsignificant.” Instead of inventing new metrics to convey the same information provided by the p value, greater emphasis should be placed on educating clinicians on how to interpret p values and, more broadly, statistics, when reading scientific studies.

PMID:38900863 | DOI:10.2106/JBJS.24.00368

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Nevin Manimala Statistics

Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany

Health Informatics J. 2024 Apr-Jun;30(2):14604582241260607. doi: 10.1177/14604582241260607.

ABSTRACT

Background: Wearables have the potential to transform healthcare by enabling early detection and monitoring of chronic diseases. This study aimed to assess wearables’ acceptance, usage, and reasons for non-use. Methods: Anonymous questionnaires were used to collect data in Germany on wearable ownership, usage behaviour, acceptance of health monitoring, and willingness to share data. Results: Out of 643 respondents, 550 participants provided wearable acceptance data. The average age was 36.6 years, with 51.3% female and 39.6% residing in rural areas. Overall, 33.8% reported wearing a wearable, primarily smartwatches or fitness wristbands. Men (63.3%) and women (57.8%) expressed willingness to wear a sensor for health monitoring, and 61.5% were open to sharing data with healthcare providers. Concerns included data security, privacy, and perceived lack of need. Conclusion: The study highlights the acceptance and potential of wearables, particularly for health monitoring and data sharing with healthcare providers. Addressing data security and privacy concerns could enhance the adoption of innovative wearables, such as implants, for early detection and monitoring of chronic diseases.

PMID:38900846 | DOI:10.1177/14604582241260607

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Nevin Manimala Statistics

Can trade and security alliance help reduce interstate war?

PLoS One. 2024 Jun 20;19(6):e0304482. doi: 10.1371/journal.pone.0304482. eCollection 2024.

ABSTRACT

This study explains how the gap between theory and empirical research hinders scientific progress in the area of international political economy. To demonstrate this point, I use Chen’s Extended Dependence Theory, which challenges liberal peace theory but fails to provide supporting empirical evidence. Chen contends that it is not trade dependence between two states that fosters peace but a challenger’s trade relations with the defense-pact partners of the target. Although Chen criticizes liberal peace proponents whose primary concern is how to deter war, his empirical analysis is confined to how to decrease (fatal) militarized disputes short of war. I argue that for his theory to succeed, it must be validated against the most severe and intense form of conflict. Using statistical tests and substantive significance, I uncover no peace-building effect, with regards to war, attributable to Extended Dependence. It appears that the Extended Dependence variable exhibits a ceiling effect. Future research should explain why economic ties and security institutions fail to work together to lower the risk of the most destructive form of conflict.

PMID:38900838 | DOI:10.1371/journal.pone.0304482

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Nevin Manimala Statistics

Comparison of the precursor, amino acid oxidation, and end-product methods for the evaluation of protein turnover in senior dogs

PLoS One. 2024 Jun 20;19(6):e0305073. doi: 10.1371/journal.pone.0305073. eCollection 2024.

ABSTRACT

Stable isotope methods have been used to study protein metabolism in humans; however, there application in dogs has not been frequently explored. The present study compared the methods of precursor (13C-Leucine), end-products (15N-Glycine), and amino acid oxidation (13C-Phenylalanine) to determine the whole-body protein turnover rate in senior dogs. Six dogs (12.7 ± 2.6 years age, 13.6 ± 0.6 kg bodyweight) received a dry food diet for maintenance and were subjected to all the above-mentioned methods in succession. To establish 13C and 15N kinetics, according to different methodologies blood plasma, urine, and expired air were collected using a specifically designed mask. The volume of CO2 was determined using respirometry. The study included four methods viz. 13C-Leucine, 13C-Phenylalanine evaluated with expired air, 13C-Phenylalanine evaluated with urine, and 15N-Glycine, with six dogs (repetitions) per method. Data was subjected to variance analysis and means were compared using the Tukey test (P<0.05). In addition, the agreement between the methods was evaluated using Pearson correlation and Bland-Altman statistics. Protein synthesis (3.39 ± 0.33 g.kg-0,75. d-1), breakdown (3.26 ± 0.18 g.kg-0.75.d-1), and flux estimations were similar among the four methods of study (P>0.05). However, only 13C-Leucine and 13C-Phenylalanine (expired air) presented an elevated Pearson correlation and concordance. This suggested that caution should be applied while comparing the results with the other methodologies.

PMID:38900837 | DOI:10.1371/journal.pone.0305073

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Nevin Manimala Statistics

A Multicenter, Retrospective Outcome Analysis of Vancomycin Area Under the Curve versus Trough-Based Dosing Strategies in Patients with Burn OR Inhalational Injuries (MONITOR)

J Burn Care Res. 2024 Jun 20:irae109. doi: 10.1093/jbcr/irae109. Online ahead of print.

ABSTRACT

Vancomycin is a glycopeptide antibiotic that requires close therapeutic monitoring. Prolonged exposure to elevated concentrations increases risk for serious adverse effects such as nephrotoxicity. However, sub-therapeutic concentrations may lead to bacterial resistance and clinical failure or death. The most recent Infectious Diseases Society of America (IDSA) publication regarding therapeutic monitoring of vancomycin recommends utilizing area under the curve (AUC)-based monitoring to maximize clinical success. Despite the guideline recommendation for AUC-guided dosing, many institutions still use trough-only monitoring in their practices, including those caring for patients with acute burn injuries. Following burn injury, patients are at a higher risk for infections, multi-organ failure, and pharmacokinetic alterations. The primary objective of this multi-center retrospective study is to determine optimal therapeutic monitoring of vancomycin by comparing clinical success between AUC vs. trough-based monitoring in burn patients. MONITOR was a multicenter, retrospective study of patients with thermal or inhalation injury admitted to one of 13 burn centers from 1/1/17 to 8/31/22 who received vancomycin. Demographic and clinical course data, including acute kidney injury (AKI) incidence and clinical success were obtained. Patients were evaluated for clinical success and grouped according to method of monitoring and adjusting doses: AUC vs. trough-based monitoring. Clinical success was a composite definition and lack of meeting any 1 of 5 criteria: 1) persistent infection, 2) relapse, 3) antibiotic failure (clinical worsening), 4) AKI, 5) death. Five-hundred seventeen vancomycin courses were assessed from 485 patients. There was no difference in the rate of clinical success between AUC monitored and the trough-only monitored groups. Incidence of AKI was higher in the trough-only group; however, was not statistically significant after controlling for renal function on admission, past medical history of chronic kidney disease (CKD), and concomitant nephrotoxins.

PMID:38900835 | DOI:10.1093/jbcr/irae109