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Nevin Manimala Statistics

Habituation to pain: self-report, electroencephalography, and functional magnetic resonance imaging in healthy individuals. A scoping review and future recommendations

Pain. 2023 Oct 17. doi: 10.1097/j.pain.0000000000003052. Online ahead of print.

ABSTRACT

Habituation to pain is a fundamental learning process and important adaption. Yet, a comprehensive review of the current state of the field is lacking. Through a systematic search, 63 studies were included. Results address habituation to pain in healthy individuals based on self-report, electroencephalography, or functional magnetic resonance imaging. Our findings indicate a large variety in methods, experimental settings, and contexts, making habituation a ubiquitous phenomenon. Habituation to pain based on self-report studies shows a large influence of expectations, as well as the presence of individual differences. Furthermore, widespread neural effects, with sometimes opposing effects in self-report measures, are noted. Electroencephalography studies showed habituation of the N2-P2 amplitude, whereas functional magnetic resonance imaging studies showed decreasing activity during painful repeated stimulation in several identified brain areas (cingulate cortex and somatosensory cortices). Important considerations for the use of terminology, methodology, statistics, and individual differences are discussed. This review will aid our understanding of habituation to pain in healthy individuals and may lead the way to improving methods and designs for personalized treatment approaches in chronic pain patients.

PMID:37851343 | DOI:10.1097/j.pain.0000000000003052

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Nevin Manimala Statistics

Rectal sensitivity and associated factors in patients with different subtypes of functional defecation disorder

Eur J Gastroenterol Hepatol. 2023 Oct 18. doi: 10.1097/MEG.0000000000002674. Online ahead of print.

ABSTRACT

OBJECTIVE: To investigate rectal sensitivity and associated factors in patients with different subtypes of functional defecation disorder (FDD).

METHODS: We segregated individuals diagnosed with FDD into two groups based on their defecation patterns: those with dyssynergic defecation and those with inadequate defecatory propulsion. We gathered general information through questionnaires and assessed rectal sensitivity using anorectal manometry. The rectal sensitivity performances of the two groups were compared; the factors related to rectal sensitivity were analyzed to determine the factors associated with rectal sensitivity, and the effect of biofeedback therapy on rectal sensitivity was clarified.

RESULTS: Rectal sensitivity in different subtypes of FDD decreased, and the difference between the two groups was not statistically significant (P > 0.05). There were no statistically significant differences in the first constant sensation volume, defecatory desire volume, and maximum tolerable volume between the different subtypes of FDD (P > 0.05). Multi-factor binary logistic regression analysis showed that age, constipation symptom score, and diabetes were all independent risk factors for decreased rectal sensitivity (P < 0.05). There were no statistically significant differences between the prior- and post-biofeedback therapy in the first constant sensation volume, defecatory desire volume, and maximum tolerable volume (P > 0.05).

CONCLUSION: Rectal sensitivity in different subtypes of FDD decreased. Age, constipation symptom score, and diabetes were independent risk factors for decreased rectal sensitivity. Short-term biofeedback therapy did not improve rectal hyposensitivity in patients with FDD.

PMID:37851333 | DOI:10.1097/MEG.0000000000002674

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Nevin Manimala Statistics

Restricted versus Usual/Liberal Maintenance Fluid Strategy in Mechanically Ventilated Children: An Open-Label Randomized Trial (ReLiSCh Trial)

Indian J Pediatr. 2023 Oct 18. doi: 10.1007/s12098-023-04867-4. Online ahead of print.

ABSTRACT

OBJECTIVES: To assess the impact of restricted vs. usual/liberal maintenance fluid strategy on fluid overload (FO) among mechanically ventilated children.

METHODS: This open-label randomized controlled trial was conducted over a period of 1 y (October 2020-September 2021) in a Pediatric intensive care unit (PICU) in North India. Hemodynamically stable mechanically ventilated children were randomized to 40% (restricted group, n = 50) and 70-80% (usual/liberal group, n = 50) of maintenance fluids. The primary outcome was cumulative fluid overload percentage (FO%) on day 7. Secondary outcomes were FO% >10%; vasoactive inotropic score, sequential organ failure assessment score, pediatric logistic organ dysfunction score and oxygenation index from day 1-7; ventilation free days (VFDs) and PICU free days (PFDs) through day 28; and mortality.

RESULTS: The restricted group had statistically non-significant trend towards lower cumulative FO% at day 7 [7.6 vs. 9.5, p = 0.40]; and proportion of children with FO% >10% (12% vs. 26%, p = 0.21) as compared to usual/liberal group. The increase in FO% from day 1-7 was significant in usual/liberal group as compared to restricted group (p <0.001 and p = 0.134, respectively). Restricted group received significantly lower amount of fluid in the first 5 d; had significantly higher VFDs (23 vs. 17 d, p = 0.008) and PFDs (19 vs. 15 d, p = 0.007); and trend towards lower mortality (8% vs. 16%, p = 0.21).

CONCLUSIONS: Restricted as compared to usual/liberal maintenance fluid strategy among mechanically ventilated children was associated with a trend towards lower rate and severity of FO and mortality; and significantly lower fluid volume received, and higher VFDs and PFDs.

PMID:37851328 | DOI:10.1007/s12098-023-04867-4

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Nevin Manimala Statistics

Community healthcare appointments as an alternative to emergency department assessment: an exploration of family acceptability and preferences

CJEM. 2023 Oct 18. doi: 10.1007/s43678-023-00605-z. Online ahead of print.

ABSTRACT

PURPOSE: Pediatric emergency departments are overcrowded, in part due to many non-emergent visits. We aimed to assess the proportion of parents interested in leaving the pediatric emergency department (ED) prior to physician assessment if they could be offered a scheduled community healthcare appointment. We explored differences in care children received in the ED stratified by interest in a community healthcare appointment and parents’ reasons when they were not interested.

METHODS: We conducted a 14-item survey within the pediatric ED at a Canadian tertiary care teaching hospital to assess parents’ interest if a program offered community healthcare appointments and we determined preferred appointment characteristics. All parents presenting with children triaged as CTAS 2-5 who met eligibility criteria were approached by a research assistant prior to physician assessment. Surveys were paired with the medical chart outlining the care received. Descriptive statistics and a regression model were used to describe characteristics of families and care received among those who were and were not interested in a community healthcare appointment.

RESULTS: In total, 403 surveys were completed. Overall, 236 participants (58.6%; 95% CI 53.8-63.4) were interested in a community healthcare appointment. In general, parents who were interested in a community healthcare appointment were younger and presented with younger children compared to those who were not interested. Among those interested, there was a preference to have the appointment with a pediatrician or family physician, timely access to an appointment, and appointments scheduled outside of regular business hours.

CONCLUSION: Our study provides evidence that there is interest in an alternative care access model positioned to reduce pediatric ED congestion. We found that parents would be interested in leaving the pediatric ED in favor of a community healthcare appointment, provided it was with a physician and available in a timely manner.

PMID:37851318 | DOI:10.1007/s43678-023-00605-z

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Associations Between Physical Activity and the Risk of Hip Fracture Depending on Glycemic Status: A Nationwide Cohort Study

J Clin Endocrinol Metab. 2023 Oct 18:dgad601. doi: 10.1210/clinem/dgad601. Online ahead of print.

ABSTRACT

CONTEXT: Although physical activity (PA) is recognized to reduce fracture risk, whether its benefits differ according to the glycemic status remains unknown.

OBJECTIVES: We investigated the effect of PA on incident hip fracture (HF) according to the glycemic status.

METHODS: We studied 3,723,097 patients over 50 without type 1 diabetes mellitus (DM) or past fractures. Hip fracture risks were calculated using Cox proportional hazard regression. Participants were categorized by glycemic status into five groups: normal glucose tolerance, impaired fasting glucose, new-onset type 2 DM, type 2 DM <5 years, and type 2 DM ≥5 years. PA was evaluated using the Korean adaptation of the International Physical Activity Questionnaire Short Form.

RESULTS: The highest HF risk were associated with the lowest PA level (<500 metabolic equivalent task (MET)-min/week). While similar risks emerged across MET 500-1000, 1000-1500, and >1500 categories, the relationship showed variations in different glycemic status groups. Exceptions were particularly noted in women with normoglycemia. However, a consistent inverse pattern, with few exceptions, was observed in both men and women with type 2 DM ≥5 years. Furthermore, the benefit of physical activity in the prevention of hip fractures was most evident in participants with type 2 DM ≥5 years. Compared to the reference group (lowest physical activity level <500 MET-min/week within type 2 DM ≥5 years), the adjusted hazard ratios were 0.74 [0.62-0.88] in men and 0.74 [0.62-0.89] in women, suggesting a significant reduction in risk.

CONCLUSION: Higher PA levels are associated with a lower risk of HF. This protective effect of PA on fracture risk is greatest in patients with DM, particularly in those with DM ≥5 years.

PMID:37850407 | DOI:10.1210/clinem/dgad601

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Periodontal phenotype modification in orthodontic patients

J Esthet Restor Dent. 2023 Oct 18. doi: 10.1111/jerd.13149. Online ahead of print.

ABSTRACT

OBJECTIVE: The purpose of this study was to assess the feasibility of phenotype modification in orthodontic patients using combined bone and soft tissue grafting substitutes.

CLINICAL CONSIDERATION: The surgical procedure was conducted on 18 patients (3 males, 15 females). Periodontal phenotype modification was conducted using demineralized freeze-dried bone allograft and a xenogeneic collagen matrix. The following parameters were recorded for each tooth at baseline and 12-month follow-up: O’Leary plaque index (PI), probing depth (PD), bleeding on probing (BOP), gingival thickness (GT), keratinized tissue width (KTW), gingival recession (GR), and vestibular depth (VD). The results showed a statistically significant increase in GT (2.02 ± 0.39 mm), KTW (1.11 ± 0.82 mm), and VD (0.18 ± 1.16 mm) (p < 0.05). GR was also significantly decreased (1.02 ± 0.99 mm) (p < 0.05).

CONCLUSION: Within the limitation of this study, the proposed approach enhanced the periodontal condition in orthodontic patients. However, further studies with a larger sample size are needed to ensure long-term stability.

CLINICAL SIGNIFICANCE: Hard and soft tissue conditions have paramount importance for long-term periodontal stability. Phenotype modification in orthodontic patients can diminish the probability of adverse consequences and result in optimal esthetic outcomes. The proposed technique using combined bone and soft tissue substitutes indicated promising results and could be recommended in orthodontic patients with thin periodontal phenotypes.

PMID:37850403 | DOI:10.1111/jerd.13149

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Nevin Manimala Statistics

Facilitating Harmonization of Variables in Framingham, MESA, ARIC, and REGARDS Studies Through a Metadata Repository

Circ Cardiovasc Qual Outcomes. 2023 Oct 18:e009938. doi: 10.1161/CIRCOUTCOMES.123.009938. Online ahead of print.

ABSTRACT

BACKGROUND: High-quality research in cardiovascular prevention, as in other fields, requires inclusion of a broad range of data sets from different sources. Integrating and harmonizing different data sources are essential to increase generalizability, sample size, and representation of understudied populations-strengthening the evidence for the scientific questions being addressed.

METHODS: Here, we describe an effort to build an open-access repository and interactive online portal for researchers to access the metadata and code harmonizing data from 4 well-known cohort studies-the REGARDS (Reasons for Geographic and Racial Differences in Stroke) study, FHS (Framingham Heart Study), MESA (Multi-Ethnic Study of Atherosclerosis), and ARIC (Atherosclerosis Risk in Communities) study. We introduce a methodology and a framework used for preprocessing and harmonizing variables from multiple studies.

RESULTS: We provide a real-case study and step-by-step guidance to demonstrate the practical utility of our repository and interactive web page. In addition to our successful development of such an open-access repository and interactive web page, this exercise in harmonizing data from multiple cohort studies has revealed several key themes. These themes include the importance of careful preprocessing and harmonization of variables, the value of creating an open-access repository to facilitate collaboration and reproducibility, and the potential for using harmonized data to address important scientific questions and disparities in cardiovascular disease research.

CONCLUSIONS: By integrating and harmonizing these large-scale cohort studies, such a repository may improve the statistical power and representation of understudied cohorts, enabling development and validation of risk prediction models, identification and investigation of risk factors, and creating a platform for racial disparities research.

REGISTRATION: URL: https://precision.heart.org/duke-ninds.

PMID:37850400 | DOI:10.1161/CIRCOUTCOMES.123.009938

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Nevin Manimala Statistics

Reticulocyte hemoglobin equivalent as a marker to assess iron deficiency: A large pediatric tertiary care hospital study

Int J Lab Hematol. 2023 Oct 18. doi: 10.1111/ijlh.14188. Online ahead of print.

ABSTRACT

INTRODUCTION: Detection of iron deficiency (ID) remains challenging. We aimed to evaluate the performance of reticulocyte hemoglobin equivalent (Ret-He) as a potential diagnostic marker to assess ID and iron deficiency anemia (IDA) in a large pediatric cohort.

METHODS: A total of 3158 patients (aged 15 days to 19 years with a median age of 8.5 years; 60.2% female) were retrospectively studied. Statistical analysis was performed (a) to evaluate relationship of Ret-He with other relevant complete blood count and iron panel parameters; (b) to compare the levels of Ret-He in ID and IDA groups to a control group; and (c) to assess sensitivity and specificity of Ret-He in ID, IDA, and anemia without ID groups.

RESULTS: Ret-He values were significantly positively correlated to ferritin and transferrin saturation (TSAT). The median Ret-He was significantly lower in ID. A Ret-He cutoff of ≤30.0 pg distinguished cases of ID from the control group with a sensitivity of 90.2%, specificity of 59.5%, and area under curve (AUC) of 0.88. Ret-He showed better diagnostic performance in the IDA group and acceptable performance for ID without anemia. The sensitivity, specificity, and AUC were 90.1%, 80.9%, and 0.93 for IDA at cutoff value of ≤27.4 pg, and 80.8%, 51.1%, and 0.70 for ID without anemia at cutoff value of ≤30.8 pg, respectively.

CONCLUSION: Our large pediatric tertiary care hospital study demonstrates that Ret-He is a reliable marker to help confirm IDA in pediatric population. However, further studies are needed for its use to capture the early stages of ID.

PMID:37850393 | DOI:10.1111/ijlh.14188

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Nevin Manimala Statistics

AICRF: ancestry inference of admixed population with deep conditional random field

J Genet. 2023;102:49.

ABSTRACT

Ancestry inference of admixed populations is an important issue in anthropology and studies of gene discovery, and characterization. Usually, local ancestor inference (LAI) methods use fixed-length windows to divide chromosomes into smaller blocks. The accuracy of LAI algorithms will decrease if a window with an inappropriate length is used to infer the ancestry of admixed individuals. In this study, we first present a heuristic function to determine a proper window length for LAI methods. This heuristic is based on the distance between the ancestral populations of admixed individuals. Then we introduce a method for ancestry inference of admixed population with deep conditional random field (AICRF). AICRF uses a conditional random field (CRF) parameterized by probable extreme learning machines (PELMs) trained on reference panels where PELM is a novel probabilistic ELM classifier. This method does not require many statistical or biological parameters. We evaluate the performance of AICRF in comparison with RFMix. Experimental results show that AICRF is more accurate than RFMix with increasing admixture times.

PMID:37850385

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Nevin Manimala Statistics

Efficacy, Safety, and Tolerability of Inclisiran in Patients With Homozygous Familial Hypercholesterolemia: Results From the ORION-5 Randomized Clinical Trial

Circulation. 2023 Oct 18. doi: 10.1161/CIRCULATIONAHA.122.063460. Online ahead of print.

ABSTRACT

BACKGROUND: Homozygous familial hypercholesterolemia is a genetic disease characterized by extremely high levels of low-density lipoprotein cholesterol (LDL-C) and a high risk of premature cardiovascular events. Phase 2 of ORION (A Study of Inclisiran in Participants With Homozygous Familial Hypercholesterolemia) showed that inclisiran, a small interfering RNA that prevents production of the hepatic PCSK9 protein (proprotein convertase subtilisin/kexin type 9), could lead to durable reductions in LDL-C levels when added to statins and ezetimibe in patients with homozygous familial hypercholesterolemia.

METHODS: ORION-5 was a phase 3, 2-part, multicenter study in 56 patients with homozygous familial hypercholesterolemia and elevated LDL-C levels despite maximum tolerated doses of LDL-C-lowering therapies with or without lipoprotein apheresis. Patients eligible for part 1 (double-blind, 6 months) were randomized 2:1 to receive either 300 mg of inclisiran sodium (equivalent to 284 mg of inclisiran) or placebo. Placebo-treated patients from part 1 were transitioned to inclisiran in part 2 (open-label, 18 months). The primary end point was the percentage change in LDL-C levels from baseline to day 150.

RESULTS: The mean age of the patients was 42.7 years, and 60.7% were women. The mean baseline LDL-C levels were 294.0 mg/dL and 356.7 mg/dL in the inclisiran and placebo groups, respectively. The placebo-corrected percentage change in LDL-C level from baseline to day 150 was -1.68% (95% CI, -29.19% to 25.83%; P=0.90), and the difference was not statistically significant between the inclisiran and placebo groups. The placebo-corrected percentage change in PCSK9 levels from baseline to day 150 was -60.6% with inclisiran treatment (P<0.0001); this was sustained throughout the study, confirming the effect of inclisiran on its biological target of PCSK9. No statistically significant differences between the inclisiran and placebo groups were observed in the levels of other lipids and lipoproteins (apolipoprotein B, total cholesterol, and non-high-density lipoprotein cholesterol). Adverse events and serious adverse events did not differ between the inclisiran and placebo groups throughout the study.

CONCLUSIONS: Inclisiran treatment did not reduce LDL-C levels in patients with homozygous familial hypercholesterolemia despite substantial lowering of PCSK9 levels. Inclisiran was well-tolerated, and the safety findings were consistent with previously reported studies and the overall safety profile.

REGISTRATION: URL: https://www.

CLINICALTRIALS: gov; Unique identifier: NCT03851705.

PMID:37850379 | DOI:10.1161/CIRCULATIONAHA.122.063460