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Nevin Manimala Statistics

Exploring the Cognitive-Communication Challenges of Adults With Histories of Traumatic Brain Injury and Criminal Justice System Involvement: A Pilot Study

Am J Speech Lang Pathol. 2023 Jan 4:1-15. doi: 10.1044/2022_AJSLP-22-00086. Online ahead of print.

ABSTRACT

INTRODUCTION: The prevalence of traumatic brain injury (TBI) in the criminal justice system (CJS) is well known. Furthermore, the impact of TBI on communication has been well documented; however, no study has explored the communication challenges of those with TBI in the CJS or considered their implications within CJS contexts. Moreover, no study has examined the possible differences in communication between those with TBI and CJS history and those with TBI but no CJS history.

PURPOSE: This cross-sectional pilot study provides a preliminary exploration of the cognitive-communication challenges in a sample of adults with histories of TBI and CJS involvement compared with a sample of adults with histories of TBI but no CJS involvement.

METHOD: Eight individuals with histories of TBI and CJS involvement were recruited through community agencies. The La Trobe Communication Questionnaire (LCQ) was administered to collect self-reported data on perceived cognitive-communication abilities, including social communication behaviors. Findings were examined and then compared with a previously studied sample of 160 individuals with TBI. Logistic regressions were calculated to determine whether response scores on the LCQ would be predictive of group membership (i.e., TBI + CJS or TBI only).

RESULTS: A range of cognitive-communication challenges were reported by both groups. A logistic regression analysis demonstrated a reasonable inference that LCQ responses may predict group membership and support the potential for statistically significant and meaningful results to justify future studies.

CONCLUSIONS: These challenges have the potential to negatively impact the success of communication interactions within the CJS and illustrate a need for speech-language pathology services for individuals with TBI in the CJS. The nature and magnitude of between-group differences merits further investigation with larger samples to explore whether any specific cognitive-communication challenge is unique to, or predictive of, CJS involvement for purposes of targeted assessment and intervention.

PMID:36599105 | DOI:10.1044/2022_AJSLP-22-00086

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Nevin Manimala Statistics

A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset

Multivariate Behav Res. 2023 Jan 4:1-26. doi: 10.1080/00273171.2022.2158776. Online ahead of print.

ABSTRACT

The impact of missing data on statistical inference varies depending on several factors such as the proportion of missingness, missing-data mechanism, and method employed to handle missing values. While these topics have been extensively studied, most recommendations have been made assuming that all missing values are from the same missing-data mechanism. In reality, it is very likely that a mixture of missing-data mechanisms is responsible for missing values in a dataset and even within the same pattern of missingness. Although a mixture of missing-data mechanisms and causes within a dataset is a likely scenario, the performance of popular missing-data methods under these circumstances is unknown. This study provides a realistic evaluation of methods for handling missing data in this setting using Monte Carlo simulation in the context of regression. This study also seeks to identify acceptable proportions of missing values that violate the missing-data mechanism assumed by the method used to handle missing values. Results indicate that multiple imputation (MI) performs better than other principled or ad-hoc methods. Different missing-data methods are also compared via the analysis of a real dataset in which mixtures of missingness mechanisms are created. Recommendations are provided for the use of different methods in practice.

PMID:36599049 | DOI:10.1080/00273171.2022.2158776

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Nevin Manimala Statistics

The Curious Case of the Cross-Sectional Correlation

Multivariate Behav Res. 2023 Jan 4:1-12. doi: 10.1080/00273171.2022.2155930. Online ahead of print.

ABSTRACT

The cross-sectional correlation is frequently used to summarize psychological data, and can be considered the basis for many statistical techniques. However, the work of Peter Molenaar on ergodicity has raised concerns about the meaning and utility of this measure, especially when the interest is in discovering general laws that apply to (all) individuals. Through using Cattell’s databox and adopting a multilevel perspective, this paper provides a closer look at the cross-sectional correlation, with the goal to better understand its meaning when ergodicity is absent. An analytical expression is presented that shows the cross-sectional correlation is a function of the between-person correlation (based on person-specific means), and the within-person correlation (based on individuals’ temporal deviations from their person-specific means). Two curiosities related to this expression of the cross-sectional correlation are elaborated on, that is: a) the difference between the within-person correlation and the (average) person-specific correlation; and b) the unexpected scenarios that can arise because the cross-sectional correlation is a weighted sum rather than a weighted average of the between-person and within-person correlations. Seven specific examples are presented to illustrate various ways in which these two curiosities may combine; R code is provided, which allows researchers to investigate additional scenarios.

PMID:36599045 | DOI:10.1080/00273171.2022.2155930

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Nevin Manimala Statistics

Conservative Management of Cervical Radiculopathy: A Systematic Review

Clin J Pain. 2023 Jan 2. doi: 10.1097/AJP.0000000000001092. Online ahead of print.

ABSTRACT

OBJECTIVE: The purpose of this systematic review is to assess the effectiveness and safety of conservative interventions compared to other interventions, placebo/sham interventions, or no intervention on disability, pain, function, quality of life, and psychological impact in adults with cervical radiculopathy (CR).

METHODS: We searched MEDLINE, CENTRAL, CINAHL, Embase, and PsycINFO from inception to June 15, 2022 to identify studies that were RCTs, had at least one conservative treatment arm, and diagnosed participants with CR through confirmatory clinical examination and/or diagnostic tests. Studies were appraised using the Cochrane Risk of Bias 2 tool and the quality of the evidence was rated using the GRADE approach.

RESULTS: Of the 2,561 records identified, 59 trials met our inclusion criteria (n=4108 participants). Due to clinical and statistical heterogeneity, the findings were synthesized narratively. There is very-low certainty evidence supporting the use of acupuncture, Prednisolone, cervical manipulation, and low-level laser therapy for pain and disability in the immediate to short-term, and thoracic manipulation and low-level laser therapy for improvements in cervical range of motion (ROM) in the immediate term. There is low to very-low certainty evidence for multimodal interventions, providing inconclusive evidence for pain, disability, and ROM. There is inconclusive evidence for pain reduction following conservative management compared to surgery, rated as very-low certainty.

DISCUSSION: There is a lack of high-quality evidence, limiting our ability to make any meaningful conclusions. As the number of people with CR is expected to increase, there is an urgent need for future research to help address these gaps.

PMID:36599029 | DOI:10.1097/AJP.0000000000001092

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Nevin Manimala Statistics

Decreased serotonin transporter activity in the mitral valve contributes to progression of degenerative mitral regurgitation

Sci Transl Med. 2023 Jan 4;15(677):eadc9606. doi: 10.1126/scitranslmed.adc9606. Epub 2023 Jan 4.

ABSTRACT

Degenerative mitral valve (MV) regurgitation (MR) is a highly prevalent heart disease that requires surgery in severe cases. Here, we show that a decrease in the activity of the serotonin transporter (SERT) accelerates MV remodeling and progression to MR. Through studies of a population of patients with MR, we show that selective serotonin reuptake inhibitor (SSRI) use and SERT promoter polymorphism 5-HTTLPR LL genotype were associated with MV surgery at younger age. Functional characterization of 122 human MV samples, in conjunction with in vivo studies in SERT-/- mice and wild-type mice treated with the SSRI fluoxetine, showed that diminished SERT activity in MV interstitial cells (MVICs) contributed to the pathophysiology of MR through enhanced serotonin receptor (HTR) signaling. SERT activity was decreased in LL MVICs partially because of diminished membrane localization of SERT. In mice, fluoxetine treatment or SERT knockdown resulted in thickened MV leaflets. Similarly, silencing of SERT in normal human MVICs led to up-regulation of transforming growth factor β1 (TGFβ1) and collagen (COL1A1) in the presence of serotonin. In addition, treatment of MVICs with fluoxetine not only directly inhibited SERT activity but also decreased SERT expression and increased HTR2B expression. Fluoxetine treatment and LL genotype were also associated with increased COL1A1 expression in the presence of serotonin in MVICs, and these effects were attenuated by HTR2B inhibition. These results suggest that assessment of both 5-HTTLPR genotype and SERT-inhibiting treatments may be useful tools to risk-stratify patients with MV disease to estimate the likelihood of rapid disease progression.

PMID:36599005 | DOI:10.1126/scitranslmed.adc9606

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Nevin Manimala Statistics

Sensitivity and Specificity of Whole-body MRI for the Detection of Pediatric Malignancy

J Pediatr Hematol Oncol. 2023 Jan 1;45(1):e26-e30. doi: 10.1097/MPH.0000000000002575. Epub 2022 Oct 20.

ABSTRACT

Children with cancer often present with general and nonspecific symptoms leading to initial diagnostic workup inclusive of clinical imaging. Various sequences of magnetic resonance imaging (MRI) are becoming more available for diagnostic imaging. However, there is currently a dearth of literature quantifying the sensitivity and specificity of whole-body MRI in identifying pediatric malignancy. In this study, a retrospective analysis was performed of pediatric whole-body MRI inclusive of short tau inversion recovery sequence conducted at an academic pediatric medical center from 2013 to 2018. Kappa statistics were used to evaluate the diagnostic agreement between MRI results and the gold standard diagnostic study of the respective final diagnosis. Sensitivity, specificity, false-positive, and false-negative estimates were provided with joint 90% confidence regions. One hundred forty-two patients received a whole-body MRI during the study period. The sensitivity of whole-body MRI in detecting malignancy was found to be 93.8% with a specificity of 93.4%. The positive and negative predictive values were determined to be 65.2% and 99.1%, respectively. Our findings suggest that whole-body MRI may be of value as an initial diagnostic tool for pediatric malignancy. Larger multicenter collaboration will be needed to further support these data.

PMID:36598963 | DOI:10.1097/MPH.0000000000002575

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Nevin Manimala Statistics

Timing of Central Venous Line Insertion During Induction in Children With Acute Lymphoblastic Leukemia

J Pediatr Hematol Oncol. 2023 Jan 1;45(1):25-28. doi: 10.1097/MPH.0000000000002600. Epub 2022 Nov 24.

ABSTRACT

PURPOSE: Central venous lines (CVL) in children with acute lymphoblastic leukemia (ALL) provide comfortable administration of intensive chemotherapy and blood sampling. The optimal time for the insertion of CVL in patients with ALL during induction therapy is controversial. This study aimed to investigate the frequency of CVL-related complications in children with ALL concerning the time of CVL insertion.

PATIENTS AND METHODS: We reviewed the records of 52 pediatric ALL patients with CVL. CVL placement before or on treatment day 15 was defined as “early insertion”, and after treatment day 15 was defined as “late insertion”. Demographics, preoperative blood counts, type of central line, time of CVL placement, CVL-related complications, and blood counts during complications were all noted. All the data were collected from those with the first catheter use.

RESULTS: CVL was placed ≤15 days in 26 patients (50%) and after 15 days in 26 patients (50%). Regarding the infection rates, no statistical difference was found between early and late CVL-inserted groups (P=n.s.). Five patients developed thrombosis, and risk was found to be similar between early and late CVL-inserted groups (P=n.s.). Catheter-related mechanical complications were recorded in 7 patients (3 in early and 4 in late CVL-inserted group, (P=n.s.).

CONCLUSION: The present study showed no relation between the timing of CVL placement during induction therapy and the occurrence of infection and thrombosis. Our results suggest that CVL can be placed safely at the time of diagnosis or early induction treatment to provide a comfortable administration of chemotherapy and decrease painful blood samplings.

PMID:36598960 | DOI:10.1097/MPH.0000000000002600

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Nevin Manimala Statistics

Rapid synaptic and gamma rhythm signature of mouse critical period plasticity

Proc Natl Acad Sci U S A. 2023 Jan 10;120(2):e2123182120. doi: 10.1073/pnas.2123182120. Epub 2023 Jan 4.

ABSTRACT

Early-life experience enduringly sculpts thalamocortical (TC) axons and sensory processing. Here, we identify the very first synaptic targets that initiate critical period plasticity, heralded by altered cortical oscillations. Monocular deprivation (MD) acutely induced a transient (<3 h) peak in EEG γ-power (~40 Hz) specifically within the visual cortex, but only when the critical period was open (juvenile mice or adults after dark-rearing, Lynx1-deletion, or diazepam-rescued GAD65-deficiency). Rapid TC input loss onto parvalbumin-expressing (PV) inhibitory interneurons (but not onto nearby pyramidal cells) was observed within hours of MD in a TC slice preserving the visual pathway – again once critical periods opened. Computational TC modeling of the emergent γ-rhythm in response to MD delineated a cortical interneuronal gamma (ING) rhythm in networks of PV-cells bearing gap junctions at the start of the critical period. The ING rhythm effectively dissociated thalamic input from cortical spiking, leading to rapid loss of previously strong TC-to-PV connections through standard spike-timing-dependent plasticity rules. As a consequence, previously silent TC-to-PV connections could strengthen on a slower timescale, capturing the gradually increasing γ-frequency and eventual fade-out over time. Thus, ING enables cortical dynamics to transition from being dominated by the strongest TC input to one that senses the statistics of population TC input after MD. Taken together, our findings reveal the initial synaptic events underlying critical period plasticity and suggest that the fleeting ING accompanying a brief sensory perturbation may serve as a robust readout of TC network state with which to probe developmental trajectories.

PMID:36598942 | DOI:10.1073/pnas.2123182120

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Nevin Manimala Statistics

Associations between chronic conditions and death in hospital among adults (aged 20+ years) during first acute care hospitalizations with a confirmed or suspected COVID-19 diagnosis in Canada

PLoS One. 2023 Jan 4;18(1):e0280050. doi: 10.1371/journal.pone.0280050. eCollection 2023.

ABSTRACT

PURPOSE: We aimed to quantify life course-specific associations between death in hospital and 30 chronic conditions, and comorbidity among them, in adults (aged 20+ years) during their first acute care hospitalization with a confirmed or suspected COVID-19 diagnosis in Canada.

METHODS: We identified 35,519 first acute care hospitalizations with a confirmed or suspected COVID-19 diagnosis in the Discharge Abstract Database as of March 31, 2021. For each of five life-course age groups (20-34, 35-49, 50-64, 65-79, and 80+ years), we used multivariable logistic regression to examine associations between death in hospital and 30 chronic conditions, comorbidity, period of admission, and pregnant status, after adjusting for sex and age.

RESULTS: About 20.9% of hospitalized patients with COVID-19 died in hospital. Conditions most strongly associated with in-hospital death varied across the life course. Chronic liver disease, other nervous system disorders, and obesity were statistically significantly associated (α = 0.05) with in-hospital death in the 20-34 to 65-79 year age groups, but the magnitude of the associations decreased as age increased. Stroke (aOR = 5.24, 95% CI: 2.63, 9.83) and other inflammatory rheumatic diseases (aOR = 4.37, 95% CI: 1.64, 10.26) were significantly associated with in-hospital death among 35 to 49 year olds only. Among 50+ year olds, more chronic conditions were significantly associated with in-hospital death, but the magnitude of the associations were generally weaker except for Down syndrome in the 50 to 64 (aOR = 8.49, 95% CI: 4.28, 16.28) and 65 to 79 year age groups (aOR = 5.19, 95% CI: 1.44, 20.91). Associations between comorbidity and death also attenuated with age. Among 20 to 34 year olds, the likelihood of death was 19 times greater (aOR = 18.69, 95% CI: 7.69, 48.24) in patients with three or more conditions compared to patients with none of the conditions, while for 80+ year olds the likelihood of death was two times greater (aOR = 2.04, 95% CI: 1.70, 2.45) for patients with six or more conditions compared to patients with none of the conditions.

CONCLUSION: Conditions most strongly associated with in-hospital death among hospitalized adults with COVID-19 vary across the life course, and the impact of chronic conditions and comorbidity attenuate with age.

PMID:36598923 | DOI:10.1371/journal.pone.0280050

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Nevin Manimala Statistics

What are the top priorities of patients and clinicians for the organization of primary cardiovascular care in Quebec? A modified e-Delphi study

PLoS One. 2023 Jan 4;18(1):e0280051. doi: 10.1371/journal.pone.0280051. eCollection 2023.

ABSTRACT

BACKGROUND: Cardiovascular diseases are the leading cause of death and disability worldwide. Little is known about the organizational priorities of patients and clinicians involved in primary cardiovascular care. This study aimed to identify their shared top priorities and explore on which aspects their perspectives differed.

METHODS: A three-round modified online Delphi study was carried out with patients and clinicians in seven academic primary care settings from metropolitan, suburban and small-town areas in Quebec, Canada. Patient partners experienced in the mobilization of their experiential knowledge also participated in the study. Following an “open” round, the items elicited were assessed by a combined rating and ranking approach. Items achieving an initial consensus level ≥70% were reassessed and then rank-ordered based on their final scores. Levels of consensus achieved among patients and clinicians were compared using Fisher’s Exact tests.

RESULTS: Thirty panelists completed the study (9 clinic patients, 7 patient partners and 14 clinicians). Out of 41 organizational aspects generated, six top priorities were shared by patients and clinicians. These related to listening and tailoring care to each patient, provision of personalized information, rapid response in the event of a problem, keeping professional training up-to-date, and relational and informational continuity of care. Statistically significant differences were found between patients’ and clinicians’ perspectives regarding the importance of offering healthy lifestyle and prevention activities at the clinic (lower for patients), timely access to the treating physician (higher for patients), and effective collaboration with specialist physicians (higher for patients).

CONCLUSION: Although their views differ on some organizational aspects, patients and clinicians share a small set of top priorities for primary cardiovascular care that may be transferable to other chronic diseases. These top priorities should remain a central focus of clinical settings, alongside other primary care reform goals.

PMID:36598919 | DOI:10.1371/journal.pone.0280051