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Nevin Manimala Statistics

Safer and more efficient vital signs monitoring protocols to identify the deteriorating patients in the general hospital ward: an observational study

Health Soc Care Deliv Res. 2024 Mar;12(6):1-143. doi: 10.3310/HYTR4612.

ABSTRACT

BACKGROUND: The frequency at which patients should have their vital signs (e.g. blood pressure, pulse, oxygen saturation) measured on hospital wards is currently unknown. Current National Health Service monitoring protocols are based on expert opinion but supported by little empirical evidence. The challenge is finding the balance between insufficient monitoring (risking missing early signs of deterioration and delays in treatment) and over-observation of stable patients (wasting resources needed in other aspects of care).

OBJECTIVE: Provide an evidence-based approach to creating monitoring protocols based on a patient’s risk of deterioration and link these to nursing workload and economic impact.

DESIGN: Our study consisted of two parts: (1) an observational study of nursing staff to ascertain the time to perform vital sign observations; and (2) a retrospective study of historic data on patient admissions exploring the relationships between National Early Warning Score and risk of outcome over time. These were underpinned by opinions and experiences from stakeholders.

SETTING AND PARTICIPANTS: Observational study: observed nursing staff on 16 randomly selected adult general wards at four acute National Health Service hospitals. Retrospective study: extracted, linked and analysed routinely collected data from two large National Health Service acute trusts; data from over 400,000 patient admissions and 9,000,000 vital sign observations.

RESULTS: Observational study found a variety of practices, with two hospitals having registered nurses take the majority of vital sign observations and two favouring healthcare assistants or student nurses. However, whoever took the observations spent roughly the same length of time. The average was 5:01 minutes per observation over a ’round’, including time to locate and prepare the equipment and travel to the patient area. Retrospective study created survival models predicting the risk of outcomes over time since the patient was last observed. For low-risk patients, there was little difference in risk between 4 hours and 24 hours post observation.

CONCLUSIONS: We explored several different scenarios with our stakeholders (clinicians and patients), based on how ‘risk’ could be managed in different ways. Vital sign observations are often done more frequently than necessary from a bald assessment of the patient’s risk, and we show that a maximum threshold of risk could theoretically be achieved with less resource. Existing resources could therefore be redeployed within a changed protocol to achieve better outcomes for some patients without compromising the safety of the rest. Our work supports the approach of the current monitoring protocol, whereby patients’ National Early Warning Score 2 guides observation frequency. Existing practice is to observe higher-risk patients more frequently and our findings have shown that this is objectively justified. It is worth noting that important nurse-patient interactions take place during vital sign monitoring and should not be eliminated under new monitoring processes. Our study contributes to the existing evidence on how vital sign observations should be scheduled. However, ultimately, it is for the relevant professionals to decide how our work should be used.

STUDY REGISTRATION: This study is registered as ISRCTN10863045.

FUNDING: This award was funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme (NIHR award ref: 17/05/03) and is published in full in Health and Social Care Delivery Research; Vol. 12, No. 6. See the NIHR Funding and Awards website for further award information.

PMID:38551079 | DOI:10.3310/HYTR4612

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Nevin Manimala Statistics

Prevalence of sex-chromosome aneuploidy estimated using SNP genotype intensity information in a large population of juvenile dairy and beef cattle

J Anim Breed Genet. 2024 Mar 29. doi: 10.1111/jbg.12866. Online ahead of print.

ABSTRACT

Aneuploidy is a genetic condition characterized by the loss or gain of one or more chromosomes. Aneuploidy affecting the sex chromosomes can lead to infertility in otherwise externally phenotypically normal cattle. Early identification of cattle with sex chromosomal aneuploidy is important to minimize the costs associated with rearing infertile cattle and futile breeding attempts. As most livestock breeding programs routinely genotype their breeding populations using single nucleotide polymorphism (SNP) arrays, this study aimed to assess the feasibility of integrating an aneuploidy screening tool into the existing pipelines that handle dense SNP genotype data. A further objective was to estimate the prevalence of sex chromosome aneuploidy in a population of 146,431 juvenile cattle using available genotype intensity data. Three genotype intensity statistics were used: the LogR Ratio (LRR), R-value (the sum of X and Y SNP probe intensities), and B-allele frequency (BAF) measurements. Within the female-verified population of 124,958 individuals, the estimated prevalence rate was 0.0048% for XO, 0.0350% for XXX, and 0.0004% for XXY. The prevalence of XXY in the male-verified population was 0.0870% (i.e., 18 out of 20,670 males). Cytogenetic testing was used to verify 2 of the XXX females who were still alive. The proposed approach can be readily integrated into existing genomic pipelines, serving as an efficient, large-scale screening tool for aneuploidy. Its implementation could enable the early identification of infertile animals with sex-chromosome aneuploidy.

PMID:38551070 | DOI:10.1111/jbg.12866

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Nevin Manimala Statistics

Could tranexamic acid be a suitable alternative to cryotherapy for symptomatic cervical ectopy? Results from a randomized clinical trial

Int J Gynaecol Obstet. 2024 Mar 29. doi: 10.1002/ijgo.15458. Online ahead of print.

ABSTRACT

OBJECTIVE: Cervical ectropion occurs due to the eversion of the endocervix that exposes glandular cells to the vaginal milieu. The aim of the present study was to evaluate and compare the clinical efficacy of effervescent vaginal tablets of tranexamic acid and cryotherapy in women with symptomatic cervical ectopy.

METHODS: The current randomized clinical trial was conducted on 92 samples of women with cervical erosive ectropion from March 20, 2022 to August 27, 2022. Participants were divided into two groups; the intervention group (n = 46) was treated with a 400 mg effervescent vaginal tablet of tranexamic acid and the control group (n = 46) underwent cryotherapy. All the patients were requested to visit weekly in the first month and then monthly for the next 3 months, and the outcomes encompass improvement of symptoms (leukorrhea, dyspareunia, pelvic pain, post-coital bleeding, and suprapubic pain) and cervical erosive ectropion view were monitored based on repeated examinations.

RESULTS: In this study, no statistically significant difference was observed in cure rate of symptoms between study groups (P value > 0.05). Women in both the tranexamic acid and cryotherapy groups reported significant improvements in dyspareunia (34 [75%] vs 31 [67%]), pelvic pain (34 [75%] vs 34 [74%]), post-coital bleeding (37 [81%] vs 31 [67%]), leukorrhea (36 [78%] vs 36 [78%]), suprapubic pain (32 [71%] vs 33 [73%]) disappearance of cervical ectropion tranexamic acid (40 [86%], vs 39 [84%]).

CONCLUSION: Our findings highlighted the equal effect of tranexamic acid and cryotherapy for treating cervical ectropion. Due to the ease of use, availability, and fewer side effects of tranexamic acid, it can be a suitable alternative to cryotherapy.

TRIAL REGISTRATION: IRCT20220115053719N1. The name of the registry: Iranian Registry of Clinical Trials. URL of registration: https://en.irct.ir/trial/61483.

PMID:38551066 | DOI:10.1002/ijgo.15458

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Nevin Manimala Statistics

Assessment of COVID-19 Messaging Strategies to Increase Testing for Students With Intellectual and Developmental Disabilities

J Sch Health. 2024 Mar 29. doi: 10.1111/josh.13448. Online ahead of print.

ABSTRACT

BACKGROUND: Students with intellectual and developmental disabilities (IDD) were disproportionately impacted by the COVID-19 pandemic. This study’s goal was to assess the effectiveness of 2 messaging strategies on participation in SARS-CoV-2 weekly testing.

METHODS: Cluster randomized trials were conducted at 2 school systems, the special school district (SSD) and Kennedy Krieger Institute (Kennedy) to assess messaging strategies, general versus enhanced, to increase weekly screening for SARS-CoV-2. Testing was offered to staff and students from November 23, 2020 to May 26, 2022. The primary outcomes were percentage of students and staff consented weekly and percentage of study participants who had a test performed weekly. Generalized estimating equation models were utilized to evaluate the primary outcomes.

RESULTS: Increases in enrollment and testing occurred during study start up, the beginning of school years, and following surges in both systems. No statistical difference was observed in the primary outcomes between schools receiving standard versus enhanced messaging.

IMPLICATIONS FOR SCHOOL HEALTH POLICY, PRACTICE, AND EQUITY: Frequent and consistent communication is vital for families and staff. Weekly screening testing within schools is possible and highlighted the importance of utilizing equitable protocols to provide important testing to students with IDD.

CONCLUSION: Enhanced messaging strategies did not increase the number of participants enrolled or the percentage of enrolled participants being tested on a weekly basis.

PMID:38551064 | DOI:10.1111/josh.13448

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The DIAD Approach to Correlative Synchrotron X-ray Imaging and Diffraction Analysis of Human Enamel

Chem Biomed Imaging. 2024 Mar 8;2(3):222-232. doi: 10.1021/cbmi.3c00122. eCollection 2024 Mar 25.

ABSTRACT

The Dual Imaging and Diffraction (DIAD) beamline at Diamond Light Source (Didcot, U.K.) implements a correlative approach to the dynamic study of materials based on concurrent analysis of identical sample locations using complementary X-ray modalities to reveal structural detail at various length scales. Namely, the underlying beamline principle and its practical implementation allow the collocation of chosen regions within the sample and their interrogation using real-space imaging (radiography and tomography) and reciprocal space scattering (diffraction). The switching between the two principal modes is made smooth and rapid by design, so that the data collected is interlaced to obtain near-simultaneous multimodal characterization. Different specific photon energies are used for each mode, and the interlacing of acquisition steps allows conducting static and dynamic experiments. Building on the demonstrated realization of this state-of-the-art approach requires further refining of the experimental practice, namely, the methods for gauge volume collocation under different modes of beam-sample interaction. To address this challenge, experiments were conducted at DIAD devoted to the study of human dental enamel, a hierarchical structure composed of hydroxyapatite mineral nanocrystals, as a static sample previously affected by dental caries (tooth decay) as well as under dynamic conditions simulating the process of acid demineralization. Collocation and correlation were achieved between WAXS (wide-angle X-ray scattering), 2D (radiographic), and 3D (tomographic) imaging. While X-ray imaging in 2D or 3D modes reveals real-space details of the sample microstructure, X-ray scattering data for each gauge volume provided statistical nanoscale and ultrastructural polycrystal reciprocal-space information such as phase and preferred orientation (texture). Careful registration of the gauge volume positions recorded during the scans allowed direct covisualization of the data from two modalities. Diffraction gauge volumes were identified and visualized within the tomographic data sets, revealing the underlying local information to support the interpretation of the diffraction patterns. The present implementation of the 4D microscopy paradigm allowed following the progression of demineralization and its correlation with time-dependent WAXS pattern evolution in an approach that is transferable to other material systems.

PMID:38551011 | PMC:PMC10966737 | DOI:10.1021/cbmi.3c00122

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Nevin Manimala Statistics

Evolvability of cancer-associated genes under APOBEC3A/B selection

iScience. 2024 Mar 6;27(4):109433. doi: 10.1016/j.isci.2024.109433. eCollection 2024 Apr 19.

ABSTRACT

Evolvability is an emergent hallmark of cancer that depends on intra-tumor heterogeneity and genetic variation. Mutations generated by APOBEC3 contribute to genetic variation and tumor evolvability. However, the influence of APOBEC3 on the evolvability of the genome and its differential impact on cancer genes versus non-cancer genes remains unclear. Analyzing over 40,000 human protein-coding transcripts, we identified distinct distribution patterns of APOBEC3A/B TC motifs between cancer and non-cancer genes, suggesting unique associations with cancer. Studying a bat species with numerous APOBEC3 genes, we found distinct motif patterns in orthologs of cancer genes compared to non-cancer genes, as in humans, suggesting APOBEC3 evolution to reduce impacts on the genome rather than the converse. Simulations confirmed that APOBEC3-induced heterogeneity enhances cancer evolution through bimodal patterns of mutations in certain classes of genes. Our results suggest the bimodal distribution of APOBEC-induced mutations can significantly increase cancer heterogeneity.

PMID:38550998 | PMC:PMC10972820 | DOI:10.1016/j.isci.2024.109433

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Nevin Manimala Statistics

Statistical analysis of sequential motifs at biologically relevant protein-protein interfaces

Comput Struct Biotechnol J. 2024 Mar 7;23:1244-1259. doi: 10.1016/j.csbj.2024.03.004. eCollection 2024 Dec.

ABSTRACT

Understanding protein-protein interactions (PPIs) at the molecular level may lead to innovations in medicine and biochemistry. The assumption that there are certain “hot spots” on protein surfaces that mediate their interactions with other proteins has led to a search for specific sequences involved in protein-protein contacts. In this work, we analyze sequential amino acid motifs, both at the single motif and at the motif-motif level, across a large and diverse dataset of biologically relevant protein-protein interfaces retrieved from the PDB, comparing their presence at interfaces and surfaces in a statistically rigorous manner. At the single motif level, our results indicate statistically significant over-presence of hydrophobic and in particular aromatic residues and under-presence of charged residues at protein-protein interfaces. Certain PPI-mediating motifs reported in the literature (e.g., the Tyrosine-based Motif YxxΦ and the PDZ-Binding Motif X-S/T-X-V/I) were confirmed to have a significant presence at interfaces. In addition, multiple PPI-mediating motifs were reported in the ELM database and from those present in our dataset, half were confirmed to have a statistically significant presence at interfaces whereas others were not. At the single residue, motif-motif level, Cysteine-Cysteine contacts were found to be the most abundant ones followed by interactions involving aromatic/hydrophobic residues. Top ranking, longer motif-motif pairs show predominance of Leucine and aromatic residues. Finally, preliminary energy calculations (using the MM/GBSA procedure) indicate a partial correlation between the probability of motifs-pair to be a part of a protein-protein interface and the strength of the interactions between the motifs. In conclusion, this study points to specific characteristics of motifs that have a higher probability to mediate protein-protein interactions. Prominent motifs identified in this study may be used in the future as possible components in protein engineering.

PMID:38550974 | PMC:PMC10973581 | DOI:10.1016/j.csbj.2024.03.004

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Nevin Manimala Statistics

External validation of the Brain Tumour Reporting and Data System (BT-RADS) in the multidisciplinary managementof post-treatment gliomas

Pol J Radiol. 2024 Mar 15;89:e148-e155. doi: 10.5114/pjr.2024.136390. eCollection 2024.

ABSTRACT

PURPOSE: To independently and externally validate the Brain Tumour Reporting and Data System (BT-RADS) for post-treatment gliomas and assess interobserver variability.

MATERIAL AND METHODS: In this retrospective observational study, consecutive MRIs of 100 post-treatment glioma patients were reviewed by two independent radiologists (RD1 and RD2) and assigned a BT-RADS score. Inter-observer agreement statistics were determined by kappa statistics. The BT-RADS-linked management recommendations per score were compared with the multidisciplinary meeting (MDM) decisions.

RESULTS: The overall agreement rate between RD1 and RD2 was 62.7% (κ = 0.67). The agreement rate between RD1 and consensus was 83.3% (κ = 0.85), while the agreement between RD2 and consensus was 69.3% (κ = 0.79). Among the radiologists, agreement was highest for score 2 and lowest for score 3b. There was a 97.9% agreement between BT-RADS-linked management recommendations and MDM decisions.

CONCLUSIONS: BT-RADS scoring led to improved consistency, and standardised language in the structured MRI reporting of post-treatment brain tumours. It demonstrated good overall agreement among the reporting radiologists at both extremes; however, variation rates increased in the middle part of the spectrum. The interpretation categories linked to management decisions showed a near-perfect match with MDM decisions.

PMID:38550961 | PMC:PMC10976615 | DOI:10.5114/pjr.2024.136390

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Nevin Manimala Statistics

Microbiome markers in HPV-positive and HPV-negative women of reproductive age with ASCUS and SIL determined by V4 region of 16S rRNA gene sequencing

Front Microbiol. 2024 Mar 14;15:1334502. doi: 10.3389/fmicb.2024.1334502. eCollection 2024.

ABSTRACT

INTRODUCTION: Human papilloma virus (HPV) is the most common sexually transmitted infection worldwide. Cervicovaginal microbiota plays an important role in HPV infection and is associated with the development of squamous intraepithelial lesions (SIL). The natural history of cervical cancer involves reversible changes in the cervical tissue from a normal state, in which no neoplastic changes are detected in the squamous epithelium, to varying states of cellular abnormalities that ultimately lead to cervical cancer. Low-grade SIL (LSIL), like another cytological category – atypical squamous cells of undetermined significance (ASCUS), may progress to high-grade SIL (HSIL) and invasive cervical cancer or may regress to a normal state.

METHODS: In this work, we studied cervical canal microbiome in 165 HPV-positive and HPV-negative women of a reproductive age with ASCUS [HPV(+) n = 29; HPV(-) n = 11], LSIL [HPV(+) n = 32; HPV(-) n = 25], HSIL [HPV(+) n = 46], and the control group with negative for intraepithelial lesion malignancy (NILM) [HPV(-) n = 22].

RESULTS AND DISCUSSION: HPV16 is the most prevalent HPV type. We have not found any differences between diversity in studied groups, but several genus [like Prevotella (p-value = 0.026), Gardnerella (p-value = 0.003), Fannyhessea (p-value = 0.024)] more often occurred in HSIL group compared by NILM or LSIL regardless of HPV. We have found statistically significant difference in occurrence or proportion of bacterial genus in studied groups. We also identified that increasing of the ratio of Lactobacillus iners or age of patient lead to higher chance to HSIL, while increasing of the ratio of Lactobacillus crispatus lead to higher chance to LSIL. Patients with a moderate dysbiosis equally often had either of three types of vaginal microbial communities (CST, Community State Type) with the prevalence of Lactobacillus crispatus (CST I), Lactobacillus gasseri (CST II), and Lactobacillus iners (CST III); whereas severe dysbiosis is linked with CST IV involving the microorganisms genera associated with bacterial vaginosis and aerobic vaginitis: Gardnerella, Fannyhessea, Dialister, Sneathia, Anaerococcus, Megasphaera, Prevotella, Finegoldia, Peptoniphilus, Porphyromonas, Parvimonas, and Streptococcus.

PMID:38550866 | PMC:PMC10973545 | DOI:10.3389/fmicb.2024.1334502

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Nevin Manimala Statistics

Agreement of Gallbladder Reporting and Data System for Gallbladder Wall Thickening at Ultrasonography: A Multireader Validation Study

J Clin Exp Hepatol. 2024 Jul-Aug;14(4):101393. doi: 10.1016/j.jceh.2024.101393. Epub 2024 Mar 5.

ABSTRACT

OBJECTIVE: This article aims to evaluate the intrareader and interreader agreement of ultrasound (US) gallbladder reporting and data system (GB-RADS) and validate the risk of malignancy in each GB-RADS category.

MATERIALS AND METHODS: This retrospective study comprised consecutive patients with nonacute gallbladder wall thickening who underwent US evaluation between January 2019 and December 2022. Three radiologists independently read the static US images and cine-loops for GB-RADS findings and assigned GB-RADS categories. The intraobserver (static images) and interobserver (static images and cine-loops) agreement was calculated using kappa statistics and Krippendorff’s alpha. Another radiologist assigned a consensus GB-RADS category. The percentage of malignancy in each GB-RADS category was calculated.

RESULTS: Static US images of 414 patients (median age, 56 years; 288 women, benign = 45.6% and malignant = 54.4%) and cine-loops of 50 patients were read. There was weak to moderate intrareader agreement for most GB-RADS findings and moderate intrareader agreement for the GB-RADS category for all readers. On static images, the interreader agreement was acceptable for GB-RADS categories. On cine-loops, the interreader agreement for GB-RADS findings and categories was better than static images. The percentage of malignancy was 1.2%, 37%, 71.1%, and 89.1% in GB-RADS 2, 3, 4, and 5 categories.

CONCLUSION: GB-RADS has moderate intrareader for GB-RADS categories. As originally proposed, the risk of malignancy is negligible in GB-RADS 2 category and highest in GB-RADS 5 category. However, the discriminatory performance of GB-RADS 3 and 4 categories is low. Larger multicenter studies with more readers must assess the reader agreement and validate the GB-RADS systems for wider clinical utilization.

PMID:38550799 | PMC:PMC10966770 | DOI:10.1016/j.jceh.2024.101393