Tag: statistics

J Mass Spectrom. 2023 Feb;58(2):e4903. doi: 10.1002/jms.4903.

ABSTRACT

Dendrobium officinale is a traditional Chinese herb with beneficial properties. Modern pharmacological studies show that bibenzyl is one of the antitumor active ingredients, but there is no effective quality control method for identifying ingredients. In this study, the composition of bibenzyls in Dendrobium officinale was studied by high-performance liquid chromatography coupled with electrospray ionization multistage mass spectrometry (HPLC-ESI-MSⁿ ). A total of nine isolated bibenzyls and their glycosides, 22 bis (bibenzyls), and two phenylpropanol bibenzyl derivatives were identified. The results of HPLC characteristic chromatogram analysis and statistical analysis showed that the relative content of bibenzyls in wild imitation cultivation of samples had been significantly higher than that in greenhouse cultivation. In addition, the relative content of bibenzyls increased with the growth of the original plant. This study provided a scientific reference for controlling the quality of bibenzyls in Dendrobium officinale, developing the cultivation technology and improving the quality of Dendrobium officinale. HIGHLIGHTS: HPLC-ESI-MS/MS method for the analysis of bibenzyls and bis (bibenzyls) in Dendrobium officinale. Easy-to-use method facilitating rapid measurement of large sample quantities. The method requires only small volumes of samples for the analysis. Applicable for the establishment of Chinese medicine studies and the quality control standard of Chinese herbs.

PMID:36740613 | DOI:10.1002/jms.4903

Plant Foods Hum Nutr. 2023 Feb 6. doi: 10.1007/s11130-023-01047-9. Online ahead of print.

ABSTRACT

The germinated seeds of many plants are a natural source of substances that can be used to supplement food and increase its functionality. The seeds’ metabolism may be modified during germination to produce specific health-promoting compounds. Fagopyrum esculentum Moench is a rich source of nutrients. Buckwheat seeds modified during germination may be helpful as an additive to new functional food products with anti-atherogenic properties. However, their effect and safety should be assessed in in vivo studies. The aim of the study was to evaluate the effect that adding modified buckwheat sprouts (Fagopyrum esculentum Moench) to an atherogenic (high-fat) diet has on the morphology and digestibility parameters of rats. Buckwheat seeds were modified by adding the probiotic strain of the yeast Saccharomyces cerevisiae var. boulardii. The study was carried out on 32 Wistar rats, and digestibility and blood counts were assessed during the experiment. There was no evidence of an adverse effect on the animals’ weight gain and nutritional efficiency. However, the influence of diets with freeze-dried buckwheat sprouts on digestibility and morphological parameters was noticed. Fat digestibility registered a statistically significant decrease in the groups fed a high-fat diet with the addition of sprouts. The study shows a new direction in the use of buckwheat sprouts.

PMID:36740612 | DOI:10.1007/s11130-023-01047-9

Breast Cancer Res Treat. 2023 Feb 6. doi: 10.1007/s10549-023-06861-y. Online ahead of print.

ABSTRACT

PURPOSE: To identify demographic and imaging features of MRI-detected enhancing lesions without clinical, ultrasound, and mammographic correlation associated with false-positive outcomes, impacting patient care.

MATERIALS AND METHODS: A retrospective multi-institutional study of imaging studies and patient’s chart review of consecutive women with MRI-detected enhancing lesions without clinical, mammogram, or ultrasound correlation between January and December 2018, who underwent MRI-guided biopsy. According to the BI-RADS lexicon, lesions’ frequency and imaging features were recorded. The demographic and imaging characteristics variables were correlated with histopathology as the gold standard and an uneventful follow-up of at least one year. Univariate logistic regression analysis was used to explore the correlation between the baseline variables such as age, genetic mutation, family history of breast cancer, personal history of breast cancer, MRI indication, background parenchymal enhancement, and MRI characteristic of the lesion with the false-positive results in main data and subgroup analysis.

RESULTS: Two hundred nineteen women (median age 49 years; range 26-85 years) with 219 MRI-detected enhancing lesions that underwent MRI-guided vacuum-assisted biopsy during the study period fulfilled the study criteria and formed the study cohort. Out of 219, 180 lesions (82.2%) yielded benign pathology results, including 137 benign outcomes (76%) and 43 high-risk lesions (24%). Most demographic and imaging characteristics variables did not help to differentiate malignant from benign lesions. The variables that showed statistically significant association with true-positive results in univariate analyses were age (OR 1.05; 95% CI 1.02-1.08; p = 0.0015), irregular mass-lesion shape when compared with oval/round mass lesion (OR 11.2; 95% CI 1.6-78.4; p = 0.015), and clumped and clustered ring of enhancement when compared with homogeneous (OR 3.22, 95% CI 1.40-7.40; p = 0.0058). For participants with mass breast lesion, the hyperintense signal on the T2-weighted sequence (compared to the normal fibroglandular signal) was significantly related to the false-positive result (OR 0.13; 95% CI 0.02-0.76; p = 0.024).

CONCLUSION: Young patients, oval/round mass-lesion shape, and homogeneous pattern of non-mass enhancement showed the strongest association with false-positive results of enhancing lesions depicted by MRI. For participants with mass breast lesion, T2-bright mass lesion showed significant association with false-positive result. It may impact the patient’s management with a suggestion of follow-up rather than interventional procedure when these demographic and imaging parameters are present, consequently decreasing the patient’s anxiety and health care costs.

PMID:36740611 | DOI:10.1007/s10549-023-06861-y

Eur Spine J. 2023 Feb 6. doi: 10.1007/s00586-023-07562-2. Online ahead of print.

ABSTRACT

PURPOSE: Postoperative complication prediction helps surgeons to inform and manage patient expectations. Deep learning, a model that finds patterns in large samples of data, outperform traditional statistical methods in making predictions. This study aimed to create a deep learning-based model (DLM) to predict postoperative complications in patients with cervical ossification of the posterior longitudinal ligament (OPLL).

METHODS: This prospective multicenter study was conducted by the 28 institutions, and 478 patients were included in the analysis. Deep learning was used to create two predictive models of the overall postoperative complications and neurological complications, one of the major complications. These models were constructed by learning the patient’s preoperative background, clinical symptoms, surgical procedures, and imaging findings. These logistic regression models were also created, and these accuracies were compared with those of the DLM.

RESULTS: Overall complications were observed in 127 cases (26.6%). The accuracy of the DLM was 74.6 ± 3.7% for predicting the overall occurrence of complications, which was comparable to that of the logistic regression (74.1%). Neurological complications were observed in 48 cases (10.0%), and the accuracy of the DLM was 91.7 ± 3.5%, which was higher than that of the logistic regression (90.1%).

CONCLUSION: A new algorithm using deep learning was able to predict complications after cervical OPLL surgery. This model was well calibrated, with prediction accuracy comparable to that of regression models. The accuracy remained high even for predicting only neurological complications, for which the case number is limited compared to conventional statistical methods.

PMID:36740608 | DOI:10.1007/s00586-023-07562-2

J Biomater Appl. 2023 Feb 5:8853282231155570. doi: 10.1177/08853282231155570. Online ahead of print.

ABSTRACT

The aim of this paper was to synthesize and characterize polymeric scaffolds of Chitosan/Xanthan/Hydroxyapatite-Graphene Oxide nanocomposite associated with mesenchymal stem cells for regenerative dentistry application. The chitosan-xanthan gum (CX) complex was associated with Hydroxyapatite-Graphene Oxide (HA-GO) nanocomposite with different Graphene Oxides (GO) concentration (0.5 wt%; 1.0 wt%; 1.5 wt%). The scaffolds characterizations were performed by X-ray diffraction (XRD), Fourier Transform Infrared Spectroscopy (FTIR), Raman spectroscopy, thermogravimetric analysis (TGA), scanning electron microscopy (SEM) and contact angle. The mechanical properties were assessed by compressive strength. The in vitro bioactivity and the in vitro cytotoxicity test (MTT test) were analyzed as well. The data was submitted to the Normality and Homogeneity tests. In vitro Indirect Cytotoxicity assay data was statistically analyzed by ANOVA two-way, followed by Tukey’s test (α = 0.05). Compressive strength and contact angle data were statistically analyzed by one-way ANOVA, followed by Tukey’s test (α = 0.05). XRD showed the presence of Hydroxyapatite (HA) peaks in the structures CXHA, CXHAGO 0.5%,1.0% and 1.5%. FT-IR showed amino and carboxylic bands characteristic of CX. Raman spectroscopy analysis evidenced a high quality of the GO. In the TGA it was observed the mass loss associated with the CX degradation by depolymerization. SEM analysis showed pores in the scaffolds, in addition to HA incorporated and adhered to the polymer. Contact angle test showed that scaffolds have a hydrophilic characteristic, with the CX group the highest contact angle and CXHA the lowest (p < 0.05). 1.0 wt% GO significantly increased the compressive strength compared to other compositions. In the bioactivity test, the apatite crystals precipitation on the scaffold surface was observed. MTT test showed high cell viability in CXHAGO 1.0% and CXHAGO 1.5% scaffold. CXHAGO scaffolds are promising for regenerative dentistry application because they have morphological characteristics, mechanical and biological properties favorable for the regeneration process.

PMID:36740600 | DOI:10.1177/08853282231155570

Nurs Crit Care. 2023 Feb 5. doi: 10.1111/nicc.12889. Online ahead of print.

ABSTRACT

BACKGROUND: The combination of prone positioning and extracorporeal membrane oxygenation (ECMO) in patients with acute respiratory distress syndrome (ARDS) is recognized as safe but its use has been limited due to potential complications.

OBJECTIVE: To report the prevalence of pressure ulcers and other complications due to prone positioning in adult patients receiving veno-venous ECMO.

METHODS: This cross-sectional study was conducted in a tertiary level intensive care unit (ICU) in Milan (Italy), between January 2015 and December 2019. The study population was critically ill adult patients undergoing veno-venous ECMO. Statistical association between pressure ulcers and the type of body positioning (prone versus supine) was explored fitting a logistic model.

RESULTS: In the study period, 114 patients were treated with veno-venous ECMO and 62 (54.4%) patients were placed prone for a total of 130 prone position cycles. ECMO cannulation was performed via femoro-femoral configuration in the majority of patients (82.4%, 94/114). Pressure ulcers developed in 57.0% of patients (95%CI: 44.0%-72.6%), most often arising on the face and the chin (37.1%, 23/62), particularly in those placed prone. The main reason of prone positioning interruption was the decrease of ECMO blood flow (8.1%, 5/62). The fitted model showed no association between body position during ECMO and occurrence of pressure ulcers (OR 1.3, 95%CI: 0.5-3.6, p = .532).

CONCLUSION: Facial pressure ulcers were the most frequent complications of prone positioning. Nurses should plan and implement evidence-based care to prevent such pressure injuries in patients undergoing ECMO.

RELEVANCE TO CLINICAL PRACTICE: The combination of prone positioning and ECMO shows few life-threating complications. This manoeuvre during ECMO is feasible and safe when performed by experienced ICU staff.

PMID:36740588 | DOI:10.1111/nicc.12889

Epilepsia. 2023 Feb 5. doi: 10.1111/epi.17532. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aims to determine the contribution of comorbidly to excess PNES mortality.

METHODS: Retrospective cohort study of tertiary epilepsy outpatients from St Vincent’s Hospital Melbourne, Australia with 8:1 comparison cohort, matched by age, sex and socioeconomic status (SES) to national administrative databases between 2007-2017. Privacy-preserving data-linkage was undertaken with the national prescription, National Death Index and National Coronial Information System. 45 comorbid disease classes were derived by applying an Australian validated RxRisk-V to all dispensed prescriptions. We fitted Cox proportional hazard models controlling for age, sex, SES, comorbidity, disease duration and number of concomitant antiseizure medications (ASM), as a marker of disease severity. We also performed a parallel forward-selection change in estimate strategy to explore which specific comorbidities contributed to the largest changes in the hazards ratio.

RESULTS: 13,488 participants were followed for a median 3.2 years (IQR 2.4-4.0 years). 1,628 tertiary epilepsy outpatients. 1,384 patients with epilepsy, 176 PNES and 59 with both. 82% of epileptic seizures and 92% of typical PNES events were captured in an epilepsy monitoring unit. The age-sex-SES-adjusted hazards ratio (95% confidence interval) was elevated for epilepsy 4.74 (3.36, 6.68) and PNES 3.46 (1.38, 8.68) and remained elevated for epilepsy 3.21 (2.22, 4.63) but not PNES 2.15 (0.77, 6.04), after comorbidity adjustment. PNES had more pre-existing comorbidities (p=0.0007) with a three times greater median weighted Rx-RiskV score. Psychotic illness, opioid analgesia, malignancies and non-opioid analgesia had the greatest influence on PNES comorbid risk.

SIGNIFICANCE: Higher comorbidity appears to explain the excess PNES mortality and may either represent a wider under recognised somatoform disorder or a psychological response to physical illness. Better understanding and management of the bidirectional relationship of these wider somatic treatments in PNES could potentially reduce the risk of death.

PMID:36740578 | DOI:10.1111/epi.17532

Nutr Metab Cardiovasc Dis. 2023 Jan 24:S0939-4753(23)00025-X. doi: 10.1016/j.numecd.2023.01.014. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: NT-proBNP has been hypothesized as a possible explanation for the paradoxical association between adiponectin and cardiovascular and all-cause mortality. We examined the heterogeneities by NT-proBNP, sex, BMI, smoking status, hypertension and diabetes status in the association between adiponectin and cardiovascular disease risk and mortality.

METHODS AND RESULTS: We used a case-cohort design nested within the EPIC-Heidelberg cohort, including 1387 incident cases of myocardial infarction or stroke, 582 deaths from cardiovascular causes and 2352 total deaths. We estimated hazard ratios for the association between 1SD increase in log-transformed total adiponectin levels and cardiovascular disease risk, cardiovascular mortality and mortality using Prentice-weighted Cox-proportional hazard models and assessed heterogeneity of the associations across strata of covariates. Overall, adiponectin was significantly associated with all-cause mortality [HR = 1.09, 95% CI: 1.03-1.16, p = 0.004]. The association with cardiovascular mortality did not reach statistical significance [1.10 (0.99-1.37), p = 0.073]. There was significant heterogeneity by NT-proBNP in the association between total adiponectin and all-cause mortality (phet = 0.019) such that significant increase in hazards of mortality were restricted to participants in the highest tertile of NT-proBNP. Among these participants, adiponectin showed a dose-response relationship with total mortality such that; compared to participants in the lowest quintile, those in the third, fourth and fifth were at 1.22 (0.87-1.70), 1.50 (1.07-2.11), and 1.59 (1.15-2.21) higher hazards of mortality respectively.

CONCLUSIONS: Significant association between adiponectin and mortality was only observed in the context of high NT-proBNP. Our findings provide further support for hypothesis that NT-proBNP may explain the adiponectin paradox.

PMID:36740561 | DOI:10.1016/j.numecd.2023.01.014

Neurobiol Aging. 2022 Dec 31:S0197-4580(22)00275-5. doi: 10.1016/j.neurobiolaging.2022.12.012. Online ahead of print.

ABSTRACT

Recent genome-wide association studies suggested shared genetic components between neurodegenerative diseases. However, pleiotropic association patterns among them remain poorly understood. We here analyzed 4 major neurodegenerative diseases including Alzheimer’s disease (AD), Parkinson’s disease (PD), frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS), and found suggestively positive genetic correlation. We next implemented a gene-centric pleiotropy analysis with a powerful method called PLACO and detected 280 pleiotropic associations (226 unique genes) with these diseases. Functional analyses demonstrated that these genes were enriched in the pancreas, liver, heart, blood, brain, and muscle tissues; and that 42 pleiotropic genes exhibited drug-gene interactions with 341 drugs. Using Mendelian randomization, we discovered that AD and PD can increase the risk of developing ALS, and that AD and ALS can also increase the risk of developing FTD, respectively. Overall, this study provides in-depth insights into shared genetic components and causal relationship among the 4 major neurodegenerative diseases, indicating genetic overlap and causality commonly drive their co-occurrence. It also has important implications on the etiology understanding, drug development and therapeutic targets for neurodegenerative diseases.

PMID:36740554 | DOI:10.1016/j.neurobiolaging.2022.12.012

Explore (NY). 2023 Jan 25:S1550-8307(23)00028-9. doi: 10.1016/j.explore.2023.01.005. Online ahead of print.

ABSTRACT

OBJECTIVE: Tinea Corporis is the most frequent form of dermatophytosis reported as the commonest presentation. Majoon Ushba (MU) a polyherbal preparation in a semisolid oral dosage form and Marham Raal (MR) an ointment made up of herbal and animal drugs are used for skin disorders in Unai medicine. Considering the biologically active substances with antioxidant, antimicrobial, antifungal, anti-inflammatory, and wound-healing properties of their ingredients, this study aimed to evaluate the clinical and mycological efficacy and safety of MU and MR in tinea corporis.

METHODS: This randomized open-labeled active-controlled clinical trial was conducted on 42 patients of tinea corporis. Patients were randomly assigned via a computer-generated list to the test group (n=21) receiving oral MU (6 gm) with topical MR and the control group (n=21) topical terbinafine hydrochloride (1%) for 40 days. The severity scores of clinical symptoms; erythema, scaling, itching, margins, and size were the primary outcome and the mycological cure (negative KOH microscopy), total score, and dermatology life quality index (DLQI) were the secondary outcomes were analyzed at baseline and at 40 days.

RESULTS: A significant reduction was observed in clinical severity scores of erythema, scaling, and itching (P ≤ 0.05) in both groups except for margins, and size of the lesion (P ≥ 0.05). The mycological cure (P = .001) and the total score (P = 0.0002) and DLQI (P = 0.002) were statistically significant in both groups when analyzed from baseline to the end of the treatment within groups, however, the differences in these outcomes were statistically insignificant (P ≥ 0.05) on the inter-group comparison. All the safety parameters (clinical and laboratory) were in the normal range in both groups.

CONCLUSION: The results demonstrated that traditional and conventional treatments were equally effective and MU and MR can be prescribed as alternative or complementary treatments for tinea corporis.

PMID:36740535 | DOI:10.1016/j.explore.2023.01.005