Category: Statistics

South Med J. 2023 Aug;116(8):707-711. doi: 10.14423/SMJ.0000000000001589.

ABSTRACT

OBJECTIVES: Approximately half of US adults use dietary supplements, often for dermatologic purposes. When survey respondents in a nationally representative population were asked the reasons for their use of a specific supplement, 87% chose “for healthy skin, hair, and nails.” Despite widespread use, supplements have potential risks and lack regulatory safeguards. Because most supplement users choose to use them without the advice of a healthcare professional, it is important to identify factors predicting use. This study examined demographic predictors of skin, hair, and nail supplement use among 2015-2016 US National Health and Nutrition Examination Survey respondents, a nationally representative sample.

METHODS: Weighted descriptive analysis using χ² tests examined group differences among respondents who took skin, hair, and nail supplements and those who did not take supplements in the past 30 days. Multivariable logistic regression models were performed to identify predictors of skin supplement use.

RESULTS: Statistically significant differences in sex, education, income, and insurance status were observed between dermatologic supplement users and nonsupplement users (P < 0.0001). Factors significantly increasing the likelihood of skin supplement use included age between 30 and 60 years (odds ratio [OR] 1.788, 95% confidence interval [CI] 1.439-2.222), age older than 60 years (OR 4.983, 95% CI 3.838-6.469), having a college degree or above (OR 2.696, 95% CI 1.952-3.724), attending some college or above (OR 1.844, 95% CI 1.364-2.494), having an annual income of >$75,000 (OR 1.285, 95% CI 1.029-1.605), and having health insurance (OR 1.559, 95% CI 1.236-1.967). Male respondents were half as likely to use supplements, compared with females (OR 0.579, 95% CI 0.488-0.687).

CONCLUSIONS: Factors such as age, education, income, and sex predict supplement use. Knowledge of such trends may help practitioners counsel patients on potential supplement risks and the many unknowns related to their use. Any patient could be using skin, hair, and nail supplements over the counter, including pregnant and older adult populations, as well as generally healthy patients. This would help protect patients from the possible dangers of supplements, including laboratory test interference and teratogenicity.

PMID:37536702 | DOI:10.14423/SMJ.0000000000001589

Addiction. 2023 Aug 3. doi: 10.1111/add.16306. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: An apparently protective effect of opioid agonist treatment (OAT) on all-cause and cause-specific mortality risk has been widely reported. Non-fatal overdose (NFO) often precedes subsequent drug-poisoning deaths. We hypothesized that benzodiazepines, gabapentinoids, antipsychotics, antidepressants, Z-drugs or opioids increase the NFO risk when co-prescribed with OAT.

DESIGN: We conducted a cohort study using the Clinical Practice Research Datalink GOLD and Aurum databases. The cohort was linked to Hospital Episode Statistics admitted patient care data (HES-APC), neighbourhood- and practice-level Index of Multiple Deprivation quintiles and mortality records from the Office for National Statistics.

SETTING: Primary care in England.

PARTICIPANTS: We studied patients with opioid use disorder, aged 18-64 years, who were prescribed OAT (15155 methadone and 5743 buprenorphine recipients) between Jan 1, 1998, and Dec 31, 2017.

MEASUREMENTS: The main outcome examined was NFO risk during co-prescription of OAT with benzodiazepines, antipsychotics, gabapentinoids, antidepressants, Z-drugs or opioids. Overdose was defined according to International Classification of Diseases codes from the HES-APC data set. Negative binomial regression models were used to estimate weighted rate ratios (wRR) for NFO during co-prescription of OAT and benzodiazepines, antipsychotics, gabapentinoids, antidepressants, Z-drugs or opioids with periods of exclusive OAT usage.

FINDINGS: Among 20 898 patients observed over 83 856 person-years, we found an elevated overdose risk that resulted in hospital admission during co-prescription of OAT with benzodiazepines [wRR: 1.45; 95% confidence interval (CI) = 1.26-1.67], gabapentinoids (wRR = 2.22; 95% CI = 1.77-2.79), Z-drugs (wRR = 1.60; 95% CI = 1.31-1.96), antipsychotics (wRR = 1.85; 95% CI = 1.53-2.25) and opioids (wRR = 1.28; 95% CI = 1.02-1.60). The risk ratio for antidepressant co-prescriptions was below unity (wRR = 0.90; 95% CI = 0.79-1.02) but this result was not statistically significant.

CONCLUSION: Elevated risk of non-fatal overdose among opioid agonist treatment recipients is associated with concurrent use of medication prescribed for other reasons.

PMID:37536685 | DOI:10.1111/add.16306

J Phys Act Health. 2023 Aug 3:1-9. doi: 10.1123/jpah.2022-0534. Online ahead of print.

ABSTRACT

BACKGROUND: Academic achievement (AA) is an important issue not only during the school period since it is a strong predictor of long-term professional and social success. Physical fitness (PF) components are associated with AA, and previous studies were conducted with relatively small samples, lack of statistical power, and the conclusions are based on simple correlational analyses. The objective of this study was to analyze the association between PF (single and clustered) with AA in a large and representative sample of high school students.

METHODS: Cross-sectional design study conducted with 911 students, aged 13-15 years (38.52% boys) enrolled in the first year of high school. Cardiorespiratory fitness (20-m shuttle run test), muscular strength (dynamometer), and body composition (skinfolds) were measured. PF components were clustered (Z-cardiorespiratory fitness + Z-muscular strength – Z-body fatness). AA was analyzed through standard math tests. Hierarchical linear regression analysis was applied to verify the independent contribution of each single component and PF’s cluster on AA. Age, screen time, maternal education, race, and type of residence were used as covariates.

RESULTS: Among boys, cardiorespiratory fitness was negatively associated with AA (β = -0.137; P = .041), while strength was positively associated with AA (β = 0.188; P = .004). There was no association between clustered PF indicators and AA (β = 0.064; P = .297). There was a negative association between age and AA in girls (β = -0.151; P = .003) and in boys (β = -0.128; P = .045).

CONCLUSIONS: These results support current literature, indicating an association between PF’s component, namely muscular strength and AA (mathematics) in adolescents, even when controlled for several covariates.

PMID:37536682 | DOI:10.1123/jpah.2022-0534

Int J Sports Physiol Perform. 2023 Aug 3:1-5. doi: 10.1123/ijspp.2023-0109. Online ahead of print.

ABSTRACT

PURPOSE: To investigate the accuracy of ChatGPT (Chat generative pretrained transformer), a large language model, in calculating sample size for sport-sciences and sports-medicine research studies.

METHODS: We conducted an analysis on 4 published papers (ie, examples 1-4) encompassing various study designs and approaches for calculating sample size in 3 sport-science and -medicine journals, including 3 randomized controlled trials and 1 survey paper. We provided ChatGPT with all necessary data such as mean, percentage SD, normal deviates (Zα/2 and Z1-β), and study design. Prompting from 1 example has subsequently been reused to gain insights into the reproducibility of the ChatGPT response.

RESULTS: ChatGPT correctly calculated the sample size for 1 randomized controlled trial but failed in the remaining 3 examples, including the incorrect identification of the formula in one example of a survey paper. After interaction with ChatGPT, the correct sample size was obtained for the survey paper. Intriguingly, when the prompt from Example 3 was reused, ChatGPT provided a completely different sample size than its initial response.

CONCLUSIONS: While the use of artificial-intelligence tools holds great promise, it should be noted that it might lead to errors and inconsistencies in sample-size calculations even when the tool is fed with the necessary correct information. As artificial-intelligence technology continues to advance and learn from human feedback, there is hope for improvement in sample-size calculation and other research tasks. However, it is important for scientists to exercise caution in utilizing these tools. Future studies should assess more advanced/powerful versions of this tool (ie, ChatGPT4).

PMID:37536678 | DOI:10.1123/ijspp.2023-0109

Health Promot Int. 2023 Aug 1;38(4):daad077. doi: 10.1093/heapro/daad077.

ABSTRACT

There is a need for both feasible and enjoyable physical activity programmes for people on a cancer journey. Emerging evidence suggests that dance can have a positive effect on health and well-being in this cohort. We aimed to synthesize the quantitative and qualitative literature exploring the effectiveness and impact of community dance interventions in people with all types and stages of cancer. A systematic search was performed following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines in Pubmed, EMBASE, Medline Ovid, CINAHL and PEDro databases. Quantitative and qualitative data were extracted and synthesized using a convergent segregated approach. The numeric data were analysed using descriptive statistics, narrative synthesis and meta-analysis where possible. The qualitative data were analysed using thematic analysis. The Downs and Black critical appraisal tool and the Critical Appraisal Skills Programme were used to assess the quality of the quantitative and qualitative literature, respectively. Eighteen studies were included in this mixed-methods review with seven trials included in the meta-analysis. Statistically significant improvements were found in favour of community dance for functional capacity, fatigue, quality-of-life and depression in comparison to no intervention. Evidence suggests dance is a safe and feasible form of physical activity both during and after cancer treatment. Participants reported good social support, education regarding physical activity and local access as key facilitators to participation. We concluded that dance is a feasible and enjoyable intervention for many people with various forms of cancer. Community dance programmes can improve both physical and psychological outcomes in people on a cancer journey.

PMID:37536669 | DOI:10.1093/heapro/daad077

Am J Trop Med Hyg. 2023 Aug 2;109(2):436-442. doi: 10.4269/ajtmh.22-0584. Print 2023 Aug 2.

ABSTRACT

Early-life experiences of enteric infections and diarrheal illness are common in low-resource settings and are hypothesized to affect child development. However, longer-term associations of enteric infections with school-age cognitive outcomes are difficult to estimate due to lack of long-term studies. The objective of this study was to examine the relationship between enteropathogen exposure in the first 2 years of life with school-age cognitive skills in a cohort of children followed from birth until 6 to 8 years in low-resource settings in Brazil, Tanzania, and South Africa. The study included participants from three sites from the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health Study who were enrolled just after birth and followed for enteric infections, diarrheal illness, and cognitive development until 2 years of age. When the children were school-age, further data were collected on reasoning skills and semantic/phonemic fluency. We estimated associations between the burden of specific enteric pathogens and etiology-specific diarrhea from 0 to 2 years with cognitive test scores at 6 to 8 years using linear regression and adjusting for confounding variables. In this study, children who carried more enteric pathogens in the first 2 years of life showed overall decreases in school-age cognitive abilities, particularly children who carried protozoa, although this was not statistically significant in this sample. Socioeconomic factors such as maternal education and income were more closely associated with school-age cognitive abilities. Early-life enteric pathogens may have a small, lasting influence on school-age cognitive outcomes, although other socioeconomic factors likely contribute more significantly.

PMID:37536666 | DOI:10.4269/ajtmh.22-0584

Life Sci. 2023 Aug 1:121996. doi: 10.1016/j.lfs.2023.121996. Online ahead of print.

ABSTRACT

AIM: Sepsis is a common cause of acute kidney injury (AKI). Lipopolysaccharides (LPS) are the main gram-negative bacterial cell wall component with a well-documented inflammatory impact. Diclofenac (DIC) is a non-steroidal anti-inflammatory drug with a potential nephrotoxic effect. Curcumin (CUR) and silymarin (SY) are natural products with a wide range of pharmacological activities, including antioxidant and anti-inflammatory ones. The objective of this study was to examine the protective impact of CUR and SY against kidney damage induced by LPS/DIC co-exposure.

MATERIALS AND METHODS: Four groups of rats were used; control; LPS/DIC, LPS/DIC + CUR, and LPS/DIC + SY group. LPS/DIC combination induced renal injury at an LPS dose much lower than a nephrotoxic one.

KEY FINDING: Nephrotoxicity was confirmed by histopathological examination and significant elevation of renal function markers. LPS/DIC induced oxidative stress in renal tissues, evidenced by decreasing reduced glutathione and superoxide dismutase, and increasing lipid peroxidation. Inflammatory response of LPS/DIC was associated with a significant increase of renal IL-1β and TNF-α. Treatment with either CUR or SY shifted measured parameters to the opposite side. Moreover, LPS/DIC exposure was associated with upregulation of mTOR and endoplasmic reticulum stress protein (CHOP) and downregulation of podocin These effects were accompanied by reduced gene expression of cystatin C and KIM-1. CUR and SY ameliorated LPS/DIC effect on the aforementioned genes and protein significantly.

SIGNIFICANCE: This study confirms the potential nephrotoxicity; mechanisms include upregulation of mTOR, CHOP, cystatin C, and KIM-1 and downregulation of podocin. Moreover, both CUR and SY are promising nephroprotective products against LPS/DIC co-exposure.

PMID:37536613 | DOI:10.1016/j.lfs.2023.121996

J Vasc Surg Venous Lymphat Disord. 2023 Aug 1:S2213-333X(23)00307-4. doi: 10.1016/j.jvsv.2023.07.009. Online ahead of print.

ABSTRACT

OBJECTIVES: After foam sclerotherapy in the truncal saphenous vein, the clinical impact of additional eccentric compression has not been explored.

METHODS: Between April 2020 and February 2021, we enrolled 42 patients (84 limbs) who underwent bilateral endovenous combined therapy for great saphenous vein (GSV) reflux. Each patient received the same type of endovenous ablation in both above-the-knee GSVs (Laser, Radiofrequency, Cyanoacrylate glue) and combined foam sclerotherapy was performed on both below-knee GSVs. Subsequently, we conducted a prospective randomized, single-blind, within-person study in which each subject’s bilateral truncal saphenous vein of the calves underwent two different compression therapy: regular class II compression stocking on one side (RC group) and additional eccentric compression on the other side (AC group). The primary endpoint was the occlusion range (0-10) of the BK truncal GSV after foam sclerotherapy. The secondary outcomes were the pain score (visual analog scale, VAS, 0-10) of the paired limb, the required numbers of additional foam sclerotherapy, compliance to compression therapy, and procedure-related complications.

RESULTS: For the above-the-knee GSV, endovenous laser treatment (n=44), endovenous radiofrequency ablation (n=14), and endovenous cyanoacrylate procedure (n=26) were performed. The mean sub-compression pressure of the medial calf in the supine and standing position were 16.7± 2.34 and 24.5±6.6 mmHg in the RC group and 38.5±5.5 and 45.3±8.2 mmHg in the AC group, respectively (p=0.000). Secondary outcomes of pain score, numbers of additional UGFS, and pigmentation were not statistically different between the two groups. Patient-reported satisfaction scores on compression (0-10) at postoperative 24 hours were 8.03±1.9 in the AC group and 7.98±1.9 in the RC group (p=0.317, Wilcoxon Signed Ranks Test). In both groups, the closure rate of AK GSV at the post-operative one month was 100%. Regarding procedure-related complications within one month, DVT, numbness, or skin necrosis requiring additional medical attention was not identified.

CONCLUSION: The 24 hours of additional eccentric compression on truncal GSV, compared to the conventional knee-level stocking only, did not yield any clinical advantages in terms of occlusion range, postoperative pain, the need for additional sclerotherapy, and skin pigmentation after foam sclerotherapy. The decision on whether types of compression therapy to perform after foam sclerotherapy in the truncal vein should be comprehensively determined. (https://cris.nih.go.kr/, Clinical Trial Number: KCT 0005605).

PMID:37536560 | DOI:10.1016/j.jvsv.2023.07.009

Neuroimage. 2023 Aug 1:120303. doi: 10.1016/j.neuroimage.2023.120303. Online ahead of print.

ABSTRACT

Convolutional neural networks (CNN) have demonstrated good accuracy and speed in spatially registering high signal-to-noise ratio (SNR) structural magnetic resonance imaging (sMRI) images. However, some functional magnetic resonance imaging (fMRI) images, e.g., those acquired from arterial spin labeling (ASL) perfusion fMRI, are of intrinsically low SNR and therefore the quality of registering ASL images using CNN is not clear. In this work, we aimed to explore the feasibility of a CNN-based affine registration network (ARN) for registration of low-SNR three-dimensional ASL perfusion image time series and compare its performance with that from the state-of-the-art statistical parametric mapping (SPM) algorithm. The six affine parameters were learned from the ARN using both simulated motion and real acquisitions from ASL perfusion fMRI data and the registered images were generated by applying the transformation derived from the affine parameters. The speed and registration accuracy were compared between ARN and SPM. Several independent datasets, including meditation study (10 subjects × 2), bipolar disorder study (26 controls, 19 bipolar disorder subjects), and aging study (27 young subjects, 33 older subjects), were used to validate the generality of the trained ARN model. The ARN method achieves superior image affine registration accuracy (total translation/total rotation errors of ARN vs. SPM: 1.17mm/1.23° vs. 6.09mm/12.90° for simulated images and reduced MSE/L1/DSSIM/Total errors of 18.07% / 19.02% / 0.04% / 29.59% for real ASL test images) and 4.4 times (ARN vs. SPM: 0.50s vs. 2.21s) faster speed compared to SPM. The trained ARN can be generalized to align ASL perfusion image time series acquired with different scanners, and from different image resolutions, and from healthy or diseased populations. The results demonstrated that our ARN markedly outperforms the iteration-based SPM both for simulated motion and real acquisitions in terms of registration accuracy, speed, and generalization.

PMID:37536525 | DOI:10.1016/j.neuroimage.2023.120303

J Proteomics. 2023 Aug 1:104983. doi: 10.1016/j.jprot.2023.104983. Online ahead of print.

ABSTRACT

BRCA2 and RAD51 are two proteins that play a central role in homologous recombination (HR) and DNA double strand break (DSB) repair. BRCA2 assists RAD51 fibrillation and defibrillation through binding with its eight BRC repeats, with BRC4 being one of the most efficient and best characterized. RAD51 inactivation by small molecules has been proposed as a strategy to impair BRCA2/RAD51 binding and, ultimately, the HR pathway, with the aim of making cancer cells more sensitive to PARP inhibitors (PARPi). This strategy, which mimics a synthetic lethality (SL) approach, has been successfully performed in vitro by using the myristoylated derivative of BRC4 (myr-BRC4), designed for a more efficient cell entry. The present study applies a method to obtain a proteomic fingerprint after cellular treatment with the myr-BRC4 peptide using a mass spectroscopy (MS) proteomic approach. (Data are available via ProteomeXchange with identifier PXD042696.) We performed a comparative proteomic profiling of the myr-BRC4 treated vs. untreated BxPC-3 pancreatic cancer cells and evaluated the differential expression of proteins. Among the identified proteins, we focused our attention on proteins shared by both the RAD51 and the BRCA2 interactomes, and on those whose reduction showed high statistical significance. Three downregulated proteins were identified (FANCI, FANCD2, and RPA3), and protein downregulation was confirmed through immunoblotting analysis, validating the MS approach. Our results suggest that, being a direct consequence of myr-BRC4 treatment, the detection of FANCD2, FANCI, and RPA3 downregulation could be used as an indicator for monitoring HR impairment. SIGNIFICANCE: RAD51’s inhibition has gained increasing attention because of its possible implications in personalized medicine through the SL approach. Chemical disruption of protein-protein interactions (PPIs) between RAD51 and BRCA2, or some of its partner proteins, could potentiate PARPi DNA damage-induced cell death. This could have application for difficult to treat cancers, such as BRCA-competent and olaparib (PARPi) resistant pancreatic adenocarcinoma. Despite RAD51 being a widely studied target, researchers still lack detailed mechanistic information. This has stifled progress in the field with only a few RAD51 inhibitors having been identified, none of which have gained regulatory approval. Nevertheless, the peptide BRC4 is one of the most specific and best characterized RAD51 binder and inhibitor reported to date. Our study is the first to report the proteomic fingerprint consequent to cellular treatment of myr-BRC4, to offer a reference for the discovery of specific protein/pathway alterations within DNA damage repair. Our results suggest that, being a direct consequence of myr-BRC4 treatment, and ultimately ofBRCA2/RAD51 disruption, the detection of FANCD2, FANCI, and RPA3 downregulation could be used as an indicator for monitoring DNA damage repair impairment and therefore be used to potentiate the development of new effective therapeutic strategies.

PMID:37536521 | DOI:10.1016/j.jprot.2023.104983