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Nevin Manimala Statistics

Causal relationship between cigarette smoking behaviors and the risk of hernias: a Mendelian randomization study

Hernia. 2023 Dec 26. doi: 10.1007/s10029-023-02925-6. Online ahead of print.

ABSTRACT

PURPOSE: As the global population continues to age, there is a noticeable yearly rise in the incidence of hernias. Simultaneously, smoking, a widespread addictive behavior and a significant contributor to mortality, has evolved into a pervasive public health concern. Existing literature has already established a connection between smoking and an increased risk of postoperative recurrence and postoperative infections following hernia surgery. However, there remains a dearth of research exploring the association between smoking and hernia morbidity. In this study, our objective is to systematically evaluate the causal relationship between cigarette smoking behaviors and hernia morbidity using a Mendelian randomization (MR) approach.

METHODS: Hernia-related data were sourced from the FinnGen Biobank database, while cigarette smoking behavior data were gathered from the GWAS and Sequencing Consortium of Alcohol and Nicotine Use. To assess the causal relationship, we employed five methods: the weighted median, the weighted mode the inverse variance weighted (IVW), MR-Egger, and the simple mode. Sensitivity analysis was conducted, incorporating Cochran’s Q test, the MR-Egger intercept test, leave-one-out analysis, and funnel plot. The presentation of the causal relationship is expressed as an odds ratio (OR) along with their corresponding 95% confidence intervals (CI).

RESULTS: Employing the IVW method as the reference standard, we found that smoking intensity is associated with an increased risk of diaphragmatic hernia (OR = 1.21, 95% CI 1.00-1.46, P = 0.047). These consistent findings were further corroborated by the weighted median and weighted mode methods (OR = 1.26, 95% CI 1.03-1.54, P = 0.026; OR = 1.25, 95% CI 1.02-1.52, P = 0.045). Conversely, when applying the IVW method, we identified no statistically significant causal relationship between smoking age, smoking initiation status, smoking cessation status, and the incidence of hernia.

CONCLUSIONS: Our MR study has uncovered genetic evidence linking smoking intensity and the occurrence of diaphragmatic hernia. The risk of developing diaphragmatic hernia rises in tandem with the intensity of smoking. This emphasizes the crucial role of regularly advising patients to cease smoking in clinical settings.

PMID:38148419 | DOI:10.1007/s10029-023-02925-6

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Nevin Manimala Statistics

Generative adversarial network: a statistical-based deep learning paradigm to improve detecting breast cancer in thermograms

Med Biol Eng Comput. 2023 Dec 27. doi: 10.1007/s11517-023-02989-7. Online ahead of print.

ABSTRACT

Thermography, as a harmless modality, thanks to its low equipment complexity in parallel with quick and cheap access, has been able to come up as a method with significant potential in the diagnosis of some cancers in recent years. However, the complexity of the images resulting from this method has caused the use of deep learning to interpret thermograms. A limiting factor in this process is the strong dependence of deep learning methods on the number of training data, which is a serious challenge in thermography due to the young age of this technology and the lack of available images. In this paper, an attempt is made to reduce the above challenge by utilizing the concept of statistical learning in such a way that the statistical distribution of the original data is estimated by using generative adversarial networks (i.e., GAN). Then, several fake images are reconstructed based on the estimated distribution in order to increase the training thermograms. Since the fake images are reconstructed based on similar statistics of real thermograms in each class, the effective features of each class are preserved to a significant extent in the reconstruction process. The use of this method indicates a significant improvement in the separation of healthy and cancerous thermograms compared to the benchmark method which does not use the concept of GAN in such a way that characteristics of sensitivity and accuracy are improved in ranges of 3-9% and 3-7%, respectively. In terms of specificity, although we have seen an improvement of up to 9%, in some cases, small drops of up to 2% have also been observed, which can still be justified due to the significant improvement in sensitivity and accuracy.

PMID:38148414 | DOI:10.1007/s11517-023-02989-7

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Nevin Manimala Statistics

Effect of Pioglitazone on Vascular Events in Post-stroke Cognitive Impairment: Post hoc Analysis of the IRIS Trial

Int J Stroke. 2023 Dec 26:17474930231225568. doi: 10.1177/17474930231225568. Online ahead of print.

ABSTRACT

BACKGROUND.: In stroke patients with insulin resistance (IR), post-stroke cognitive impairment (PSCI) is associated with higher risk of recurrent stroke, but the effect of pioglitazone on that risk has not been explored. The goal of this study was to compare the secondary stroke prevention effect of pioglitazone against placebo in patients with versus without PSCI.

METHODS.: We studied patients enrolled in the Insulin Resistance Intervention after Stroke (IRIS) trial with a post-stroke Modified Mini-Mental State Examination (3MS) cognitive assessment (mean time of assessment: 79 days post-stroke). We considered a baseline score of ≤ 88 on the 3MS to indicate global PSCI, and domain-specific summary scores in the lowest quartile to indicate attention, language, memory, orientation, and visuospatial impairments.

RESULTS.: In n=3338 patients with IR, the effect of pioglitazone vs. placebo on secondary stroke significantly differed by initial post-stroke global (interaction p = 0.0127) and memory impairment status (interaction p = 0.0003). Hazard ratios (HRs) were time-dependent such that, among those with either global or memory impairment, pioglitazone has an increasingly stronger protective effect at later timepoints. There was no statistically significant effect of pioglitazone among those without either global or memory impairment. The effect of pioglitazone vs. placebo on myocardial infarction (MI) also significantly differed by global impairment status (interaction p = 0.030). Pioglitazone was protective among those with global impairment (HR = 0.23; 95% CI: 0.08, 0.71)) but not among those without (HR = 0.88; 95% CI: 0.59, 1.31).

CONCLUSIONS.: These data indicate that pioglitazone treatment may be more effective at reducing risk of recurrent stroke and MI in stroke patients with PSCI. Simple cognitive testing 2 to 3 months post-stroke may identify patients for whom treatment would be most beneficial.

PMID:38148372 | DOI:10.1177/17474930231225568

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Nevin Manimala Statistics

Predictors of early life residential mobility in urban and rural Pennsylvania children with acute lymphoblastic leukemia and implications for environmental exposure assessment

J Expo Sci Environ Epidemiol. 2023 Dec 26. doi: 10.1038/s41370-023-00636-9. Online ahead of print.

ABSTRACT

BACKGROUND: Residential mobility can introduce exposure misclassification in pediatric epidemiology studies using birth address only.

OBJECTIVE: We examined whether residential mobility varies by sociodemographic factors and urbanicity/rurality among children with cancer.

METHODS: Our study included 400 children born in Pennsylvania during 2002-2015 and diagnosed with leukemia at ages 2-7 years. Addresses were obtained from state registries at birth and diagnosis. We considered three aspects of mobility between birth and diagnosis: whether a child moved, whether a mover changed census tract, and distance moved. We evaluated predictors of these aspects in urban- and rural-born children using chi-square, t-tests, and regression analyses.

RESULTS: Overall, 58% of children moved between birth and diagnosis; suburban/rural-born children were more likely to move than urban-born children (67% versus 57%). The mean distance moved was 16.7 km in suburban/rural-born and 14.8 km in urban-born movers. In urban-born children, moving between birth and diagnosis was associated with race, education, participation in the Nutrition Program for Women, Infants and Children (WIC), and census tract-level income (all χ2 p < 0.01). Urban-born movers tended to be born in a census tract with a higher Social Vulnerability Index than non-movers (t-test p < 0.01). No factors were statistically significantly associated with any of the residential mobility metrics in suburban/rural-born children, although the sample size was small.

IMPACT STATEMENT: In this study of a vulnerable population of children with cancer, we found that rural-born children were more likely to move than urban-born children, however, the frequency of movers changing census tracts was equivalent. Mobility in urban-born children, but not rural-born, was associated with several social factors, although the sample size for rural-born children was small. Mobility could be an important source of misclassification depending on the spatial heterogeneity and resolution of the exposure data and whether the social factors are related to exposures or health outcomes. Our results highlight the importance of considering differences in mobility between urban and rural populations in spatial research.

PMID:38148338 | DOI:10.1038/s41370-023-00636-9

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Nevin Manimala Statistics

ACIDES: on-line monitoring of forward genetic screens for protein engineering

Nat Commun. 2023 Dec 26;14(1):8504. doi: 10.1038/s41467-023-43967-9.

ABSTRACT

Forward genetic screens of mutated variants are a versatile strategy for protein engineering and investigation, which has been successfully applied to various studies like directed evolution (DE) and deep mutational scanning (DMS). While next-generation sequencing can track millions of variants during the screening rounds, the vast and noisy nature of the sequencing data impedes the estimation of the performance of individual variants. Here, we propose ACIDES that combines statistical inference and in-silico simulations to improve performance estimation in the library selection process by attributing accurate statistical scores to individual variants. We tested ACIDES first on a random-peptide-insertion experiment and then on multiple public datasets from DE and DMS studies. ACIDES allows experimentalists to reliably estimate variant performance on the fly and can aid protein engineering and research pipelines in a range of applications, including gene therapy.

PMID:38148337 | DOI:10.1038/s41467-023-43967-9

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Nevin Manimala Statistics

The effect of progressive relaxation exercises and transcutaneous electrical neural stimulation administered to women delivering via cesarean delivery on pain, breastfeeding success, and comfort levels: A randomized controlled study

J Obstet Gynaecol Res. 2023 Dec 26. doi: 10.1111/jog.15869. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aimed to determine the effect of progressive relaxation exercises (PRE) and transcutaneous electrical nerve stimulation administered to women delivering via cesarean delivery on acute pain, breastfeeding success, and comfort levels.

METHODS: This is a single-blind, randomized controlled study. This study was carried out in the obstetrics and gynecology clinic of a university hospital affiliated with the Ministry of Health in Turkey between August 20, 2018 and April 15, 2019. A total of 120 participants were randomly assigned to one of four groups, which included a transcutaneous electrical neural stimulation (TENS) group, a PRE group, a combined intervention group, and a control group. Data were collected with a Data Collection Form, The Visual Analogue Scale, The LATCH Breastfeeding Diagnostic Tool, and The Postpartum Comfort Scale.

RESULTS: According to the findings of the study, it was determined that pain significantly decreased and comfort increased after having a cesarean delivery in all three intervention groups compared to the control group (p < 0.05). Regarding the breastfeeding success, while there was no statistically significant change in this behavior in the TENS group, it was significantly better in the PRE group and the combined intervention group, where TENS and PRE were administered together (p < 0.05).

CONCLUSIONS: According to our study results, we recommend that TENS and PRE should be employed together after a cesarean delivery as safe non-pharmacological methods in pain management, eliminating breastfeeding problems, and increasing comfort.

PMID:38148300 | DOI:10.1111/jog.15869

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Nevin Manimala Statistics

CT predictors of sub-centimeter occult lymph node metastases in oral cavity squamous cell carcinoma: A case-control study

Neuroradiol J. 2023 Dec 26:19714009231224447. doi: 10.1177/19714009231224447. Online ahead of print.

ABSTRACT

BACKGROUND: For patients with oral cavity squamous cell carcinoma (OCSCC) without evidence of nodal metastasis (cN0) on pre-operative evaluation, there are no clear guidelines who should undergo elective neck dissection (END) versus clinical surveillance.

OBJECTIVE: To identify CT imaging characteristics of sub-centimeter lymph nodes that would help predict the likelihood of nodal metastases on pathology.

METHODS: Retrospective review of cN0 OCSCC patients at a tertiary academic medical center was performed. Inclusion criteria included elective neck dissection, pre-operative CT imaging and presence of metastatic disease within lymph nodes. Control group consisted of patients without nodal metastases on pathology. CT features that were evaluated included asymmetric size, disrupted fatty hilum, asymmetric number, presence of cortical nodule, cortical nodule size, and round/oval shape. We evaluated the associations between CT LN features and the presence of metastases using multi-level mixed-effects logistic regression models. Model evaluation was performed using 5-fold cross-validation. The positive predictive value (PPV) and negative predictive value (NPV) were calculated.

RESULTS: 26 patients in each study and control groups were included. Three-level mixed-effects logistic regression models indicated round/oval shape (OR = 1.39, p = .01), asymmetric number (OR = 7.20, p = .005), and disrupted fatty hilum (OR = 3.31, p = .04) to be independently predictive in a 3-variable model with sensitivity = 38.0%, specificity = 92.0%, and PPV = 93.8%.

CONCLUSIONS: In cN0 OCSCC patients undergoing END, round/oval shape, asymmetric number, and disrupted fatty hilum of lymph nodes on pre-operative CT imaging are novel and highly predictive of occult nodal disease.

PMID:38148295 | DOI:10.1177/19714009231224447

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Nevin Manimala Statistics

The Impact of a Novel Musculoskeletal Consult Service in an Inpatient Rehabilitation Facility: A Descriptive Analysis

PM R. 2023 Dec 26. doi: 10.1002/pmrj.13118. Online ahead of print.

ABSTRACT

INTRODUCTION: Musculoskeletal (MSK) pathologies significantly impact the rehabilitation course for patients admitted to an inpatient rehabilitation facility (IRF). The impact of a specialized inpatient MSK consult service has not been previously evaluated.

OBJECTIVE: To assess the demographics, pathologies, and impact on pain scores of patients who were evaluated by a specialized MSK consult service.

DESIGN: Retrospective descriptive analysis of patients at an IRF who were evaluated by the MSK consult service.

SETTING: Academic IRF.

PATIENTS (OR PARTICIPANTS): 230 patients evaluated by the MSK consult service over 4.5 years.

INTERVENTIONS: MSK consult service composed of sports medicine fellowship-trained physiatrists who utilize history, physical examination, point-of-care ultrasound and specialized MSK knowledge to assess and address MSK barriers to functional improvement.

MAIN OUTCOME MEASURE(S): Primary rehabilitation diagnosis, length of stay, discharge destination, reason for consult, MSK diagnosis, need for injection, change in numerical pain rating scale (NPRS) pain scores, change in Functional Independence Measures (FIM).

RESULTS: 230 consults met inclusion criteria for analysis. The most common complaints were shoulder pain (47%), knee pain (30%), and hip/groin pain (10.4%). The MSK consult service made 82 different musculoskeletal and neuromuscular diagnoses. The most common primary rehabilitation diagnosis was stroke (28.3%). Injections were performed in 44.3% of consults, with an average reduction in NPRS pain score of 2.3 (SD 1.9) and a statistically significant reduction in average NPRS pain scores in patients who underwent injections compared to those who did not (p < 0.0001).

CONCLUSIONS: This study is the first to examine the use of an innovative inpatient MSK physiatry consult service in an IRF. This promising consult service can play a pivotal role in patient care by reducing functionally limiting musculoskeletal pain to allow for better toleration of therapies and to optimize functional gains.

PMID:38148275 | DOI:10.1002/pmrj.13118

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Nevin Manimala Statistics

Do diverse wheat genotypes unleash their biochemical arsenal differentially to conquer cold stress? A comprehensive study in the Western Himalayas

Physiol Plant. 2023 Nov-Dec;175(6):e14069. doi: 10.1111/ppl.14069.

ABSTRACT

Wheat is one of the most important cereal crops in the world. Cold stress is a major constraint in production of wheat grown in cold climate regions. In this study, we conducted a comprehensive assessment of cold stress tolerance in wheat genotypes through field screening, cell membrane stability through electrolyte leakage assay and biochemical profiling. A core set comprising 4560 genotypes was evaluated for two years (2021-2022), revealing substantial genetic variation for cold stress tolerance. Most genotypes exhibited moderate tolerance, while a smaller proportion showed susceptibility to cold stress. Based on the cold screening data in the field, a mini-core set of 350 genotypes was selected for membrane stability analysis using electrical conductivity assays. Significant differences were observed in membrane stability among the genotypes, indicating the presence of genetic variation for this trait. Furthermore, a mini-core set was narrowed down to 50 diverse candidate genotypes that were subsequently profiled for various biochemicals, including reactive oxygen species (ROS) like lipid peroxidation (MDA) and hydrogen peroxide (H2 02 ), osmoprotectant (proline) and enzymatic antioxidants including ascorbate peroxidase (APX), superoxide dismutase (SOD), guaiacol peroxidase (GPX), and catalase (CAT). Correlation analysis of the biochemicals revealed negative associations between antioxidants and reactive oxygen species (ROS), highlighting their role in mitigating oxidative damage under cold stress. This study enhances our understanding of the physiological and biochemical mechanisms underlying cold stress tolerance in wheat. The identified genotypes with superior cold stress tolerance can serve as valuable genetic resources for wheat breeding.

PMID:38148247 | DOI:10.1111/ppl.14069

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Nevin Manimala Statistics

Optimizing foliar N-fertilization in sugarcane depends on plant genotype and nitrogen concentration

Physiol Plant. 2023 Nov-Dec;175(6):e14085. doi: 10.1111/ppl.14085.

ABSTRACT

Foliar N-fertilization (FNf) has emerged as a promising approach to synchronize plant nitrogen (N) demands and application timing, reducing the N losses to the environment associated with traditional soil-based fertilization methods. However, limited information exists regarding the effectiveness of FNf in sugarcane. This study aimed to optimize FNf in sugarcane by evaluating N-fertilizer recovery by the plant (NRP) and assessing potential toxicity effects. Four sugarcane genotypes were subjected to FNf using 15 N-urea at five nitrogen concentrations. NRP was assessed at five time points for roots, stalk, old leaves, 15 N-urea-fertilized leaves (15 NL), and unexpanded leaves (UEL). Leaf scorching, indicating FNf toxicity, was analyzed using morpho-anatomical and histochemical techniques. The results showed that FNf promoted high NRP, with an average recovery of 62.3%. Surprisingly, the redistribution of 15 N-urea did not follow the nitrogen uptake rate by sugarcane leaves, with an average of 41.3% of the total-NRP. The stalk emerged as the primary sink for 15 N-urea, followed by the UEL. Genotypes differed in the leaf scorching intensity, which increased with higher concentration of 15 N-urea. Genotypes also differed in the 15 N-urea uptake rate, down-regulated by the N content in the 15 NL. These findings emphasize that by carefully choosing the appropriate genotype and nitrogen concentration, FNf can significantly enhance N-fertilizer uptake, resulting in potential environmental and economic benefits.

PMID:38148209 | DOI:10.1111/ppl.14085