anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
Lower extremity open revascularization is a treatment option for peripheral artery disease that carries significant peri-operative risks; however, outcome prediction tools remain limited. Using machine learning (ML), we developed automated algorithms that predict 30-day outcomes following lower extremity open revascularization. The National Surgical Quality Improvement Program targeted vascular database was used to identify patients who underwent lower extremity open revascularization for chronic atherosclerotic disease between 2011 and 2021. Input features included 37 pre-operative demographic/clinical variables. The primary outcome was 30-day major adverse limb event (MALE; composite of untreated loss of patency, major reintervention, or major amputation) or death. Our data were split into training (70%) and test (30%) sets. Using tenfold cross-validation, we trained 6 ML models. Overall, 24,309 patients were included. The primary outcome of 30-day MALE or death occurred in 2349 (9.3%) patients. Our best performing prediction model was XGBoost, achieving an area under the receiver operating characteristic curve (95% CI) of 0.93 (0.92-0.94). The calibration plot showed good agreement between predicted and observed event probabilities with a Brier score of 0.08. Our ML algorithm has potential for important utility in guiding risk mitigation strategies for patients being considered for lower extremity open revascularization to improve outcomes.
PROBLEM TO BE SOLVED: To obtain the subject new compound consisting of a specific tetrahydrofuran derivative, having a high solubility and useful, e.g. as a broad spectrum antifungal agent having a favorable activity profile effective for treatment and prevention of a systemic fungus infection of mammals. SOLUTION: This compound is a new tetrahydrofuran derivative (salt) shown by formula I (2 Xs are both F or Cl, or one is F and the other Cl; R1 is a 4-5C alkyl substituted with 1 or 2 groups which are convertible in vivo into 1 or 2 hydroxy parts), and useful, e.g. as a broad spectrum antifungal agent having a favorable activity profile. The compound is obtained by reacting a tetrahyddofuran derivative shown by formula II (Ts is tosyl) with a hydroxy compound shown by the formula HOY (Y is a group shown by formula III) in an aprotic solvent in the presence of a strong base, e.g. NaH.
In Taiwan, people who aged 50 to 70 years accounted for over 40% among those who infected by dengue virus every year. Therefore, to understanding the immunogenicity and safety of TV005 vaccine among people aged 50 to 70 years is important for whether TV005 can be introduced into Taiwan as a major intervention to control dengue. This trial is a phase II, double-blind, multicenter, and placebo-controlled one. The investigators plan to enroll 252 subjects whose age are 50 to 70 years at four study sites. One single-dose TV005 vaccine or placebo will be given subcutaneously. After vaccination, detailed data of the subjective symptoms, physical examination, laboratory examination, and titer of neutralization antibody from all subjects will be recorded. After completion of the present trial, the investigators can clarify the immunogenicity and safety of TV005 among people aged 50 to 70 years.
Pulmonary exacerbations in people with cystic fibrosis are associated with significant morbidity and reduced quality of life. Pulmonary exacerbation treatment guidelines, published by an expert panel assembled by the Cystic Fibrosis Foundation nearly 15 years ago, were primarily consensus-based as there were several gaps in the evidence base. In particular, limited evidence existed regarding optimal pulmonary exacerbation treatment strategies, including duration of antibiotic therapy, treatment location, antibiotic selection, and the role of systemic corticosteroids. Over the last decade, results from observational studies and large multi-center randomized controlled trials have begun to answer important questions related to pulmonary exacerbation treatment. This review focuses on the diagnosis, etiology, and changing epidemiology of pulmonary exacerbations, and also summarizes the most recent and up-to-date studies describing pulmonary exacerbation treatment. Finally, this review provides consideration for future pulmonary exacerbation research priorities, particularly in the current highly effective modulator therapy era.
NeoTherma Oncology (NTO) is evaluating the initial safety and device functionality of VectRx, a medical device that produces a locoregional thermal effect through a Radiofrequency (RF)- generated Electromagnetic Field (EMF). VectRx therapy is intended for use as added to standard of care chemotherapy treatment of pancreatic ductal adenocarcinoma (PDAC). This treatment is intended to improve perfusion and re-oxygenate in the tumor microenvironment (TME) of deep solid tumors. This study will enroll up to 5 subjects who will receive treatment with the VectRx device in conjunction with standard of care Chemotherapy. Safety will be evaluated by the type and severity of AEs while functionality (ability to heat) will be assessed using precisely placed temperature probes. Together these results will provide an initial assessment of safety and functionality.

Up to 5 adult subjects with pancreatic adenocarcinoma (primary and metastatic) recommended for chemotherapy based on multi-disciplinary tumor board evaluation including borderline resectable (BR) or unresectable (UR) Locally Advanced Pancreatic Cancer (LAPC), high risk resectable patients felt to benefit from chemotherapy.
A method for archiving information is provided. The method includes the steps of performing an evaluation. The evaluation can comprise any medical, physical, psychological or similar test. The evaluation is recorded by a suitable recording device. The recorded information is then fixed on a suitable storage media for later use. In addition to fixing the recorded information on a storage media, a written report of the evaluation may also be obtained. The written report, or a suitable translation thereof can be also fixed on the storage media.
Pain and Arthritis Information was used as the attention control intervention for the MHL intervention and comprised 10 modules. Modules 1 to 5 were contained in an Arthritis Australia consumer guide for arthritis management. Modules 6 to 10 were a series of information pamphlets on pain management, osteoporosis and falls prevention. The delivery of the Pain Information was identical to the MHL intervention with Modules 1 to 5 distributed via postal mail in five consecutive weeks (1-5 weeks), while the remaining intervention modules were delivered at 4- (Module 6), 8- (Module 7), 13- (Module 8), 18- (Module 9), and 22- months (Module 10). Participants also received 10 brief calls from a telephone interviewer that coincided with receiving the print intervention materials.
Patients will take PLX3397 and vemurafenib at the recommended phase 2 dose. This will be determined by the tolerability and safety of these drugs in the previous 3 cohorts.
BACKGROUND: Asthma is a global public health concern. The underlying pathogenetic mechanisms of asthma were poorly understood. This study aims to explore potential biomarkers associated with asthma and analyze the pathological role of immune cell infiltration in the disease.
METHODS: The gene expression profiles of induced sputum were obtained from Gene Expression Omnibus datasets (GSE76262 and GSE137268) and were combined for analysis. Toll-like receptor 7 (TLR7) was identified as the core gene by the intersection of two different machine learning algorithms, namely, least absolute shrinkage and selector operation (LASSO) regression and support vector machine-recursive feature elimination (SVM-RFE), and the top 10 core networks based on Cytohubba. CIBERSORT algorithm was used to analyze the difference of immune cell infiltration between asthma and healthy control groups. Finally, the expression level of TLR7 was validated in induced sputum samples of patients with asthma.
RESULTS: A total of 320 differential expression genes between the asthma and healthy control groups were screened, including 184 upregulated genes and 136 downregulated genes. TLR7 was identified as the core gene after combining the results of LASSO regression, SVM-RFE algorithm, and top 10 hub genes. Significant differences were observed in the distribution of 13 out of 22 infiltrating immune cells in asthma. TLR7 was found to be closely related to the level of several infiltrating immune cells. TLR7 mRNA levels were downregulated in asthmatic patients compared with healthy controls (p = 0.0049). The area under the curve of TLR7 for the diagnosis of asthma was 0.7674 (95% CI 0.631-0.904, p = 0.006). Moreover, TLR7 mRNA levels were negatively correlated with exhaled nitric oxide fraction (r = - 0.3268, p = 0.0347) and the percentage of peripheral blood eosinophils (%) (r = - 0.3472, p = 0.041), and positively correlated with forced expiratory volume in the first second (FEV1) (% predicted) (r = 0.3960, p = 0.0071) and FEV1/forced vital capacity (r = 0.3213, p = 0.0314) in asthmatic patients.
CONCLUSIONS: Decreased TLR7 in the induced sputum of eosinophilic asthmatic patients was involved in immune cell infiltration and airway inflammation, which may serve as a new biomarker for the diagnosis of eosinophilic asthma.
The invention relates to a traditional Chinese medicine muscardine silkworm/scorpion powder for treating rheumatic arthritis, mainly solves the problems of poor curative effect and side effect in the existing medicines for treating rheumatic arthritis. The power is prepared by the following steps: taking 150g of long-noded pit viper, 20g of roasted centipede, 30g of roasted scorpion, 20g of prepared nux vomica, 100g of roasted honeycomb, 100g of pheretima and 100g of white muscardine silkworm; and baking, grinding together, removing rough bark, and filling in 900-1000 0# capsules. Eight capsules are taken each time respectively in the morning and at night. 40 days form one course of treatment. The total effective rate for treating rheumatic arthritis is higher than 95%, and the cure rate is higher than 80%. The powder has no toxic or side effect.
INTRODUCTION: Primary prophylaxis is the gold standard in severe haemophilia A (SHA) but time to escalate the prophylaxis regimen varies.
AIM: Assess prophylaxis implementation and long-term joint health outcomes in SHA with primary prophylaxis.
METHODS: Adult male patients born after 1980, with SHA on primary prophylaxis, started before the age of 3 years and second joint bleed, and no history of FVIII inhibitors, were enrolled. Repeated joint-health examinations were performed with HJHS or HEAD-US; VERITAS-PRO assessed adherence.
RESULTS: Thirty patients were enrolled with, at inclusion, median age 33.5 years, annualized bleed rate and joint bleed rate 0, and FVIII consumption 4232 IU/kg/year, respectively. The median age was 1.2 years, at prophylaxis start once weekly with a median FVIII dose of 47.7 IU/kg, and 1.7 years, by the time escalation to a final regimen had occurred, with a median infusion frequency of thrice weekly and FVIII dose 41.7 IU/kg, respectively. Older age correlated with later transition to escalated prophylaxis (p < .001). Longer time to escalated prophylaxis correlated to more bleeds (p < .001). Median HJHS increased slowly, reaching 4 at 35-40 years. HJHS at 15-20 years correlated with higher HJHS afterwards. Median total HEAD-US score was 1 and correlated with HJHS (p < .001). Median VERITAS-PRO score was 36, indicating good treatment adherence.
CONCLUSION: Primary prophylaxis is effective but does not completely prevent the gradual development of arthropathy in SHA. Joint assessments with HJHS should start at an early age, as they correlate with arthropathy in later life. Prophylaxis escalation should proceed expeditiously to prevent bleeds.
A service to coordinate the care of patients who are on a REMS-required medication. The service implements a monitoring hub for coordinating the work between a clinician, pharmacy, and laboratory in the care of a patient. The patient has blood samples tested for safety monitoring. The monitoring hub performs the task of entering the test results . . . into the REMS database. The monitoring hub has qualified personnel who are enrolled in the REMS program as a prescriber designee for the clinician. The prescriber designee works with the clinician, pharmacy, or laboratory to ensure compliance with the REMS requirements. In addition to providing administrative support for REMS compliance, the service could be an integrated care management system that assists patients/families and providers with other aspects of their care and practice needs.
The modification and recognition of 5-methylcytosine (m5C) are involved in the initiation and progression of various tumor types. However, the precise role and potential mechanism of Y-box-binding protein 1 (YBX1) in esophageal squamous cell carcinoma (ESCC) remains unclear. Here, it is found that YBX1 is frequently upregulated in ESCC compared with matched nontumor tissues. Gain- and loss-of-function assays show that YBX1 promoted the proliferation and metastasis of ESCC cells both in vitro and in vivo. Functional studies revealed that NOP2/Sun RNA methyltransferase family member 2 (NSUN2) is a critical RNA methyltransferase that facilitates YBX1-mediated ESCC progression. Mechanistically, integrated analysis based on RNA immunoprecipitation sequencing (RIP-seq) and m5C methylated RNA immunoprecipitation and sequencing (MeRIP-seq) assays identified spermine oxidase (SMOX) as a target gene containing an m5C site in its coding sequence (CDS) region, which coincided well with the binding site of YBX1. Overexpression of SMOX-WT but not SMOX-Mut partially restored the proliferation and invasion ability of ESCC cells curbed by YBX1 knockdown. Moreover, YBX1 activated the mTORC1 signaling pathway by stabilizing SMOX mRNA. The study reveals that YBX1 promotes ESCC development by stabilizing SMOX mRNA in an m5C-dependent manner, thus providing a valuable therapeutic target for ESCC.
The present invention relates to a sleep-promoting composition, and a pharmaceutical composition and a food or beverage composition each using the same. The present invention provides a novel sleep-promoting composition. Provided is a composition for promoting sleep, which contains a bacterium belonging to the genus Bifidobacterium as an active ingredient. The composition for promoting sleep of the present invention can lengthen the sleep time by making the non-rapid eye movement sleep and the rapid eye movement sleep longer, reducing the spontaneous activity during sleep, or reducing the wake-up time during sleep. The sleep-promoting composition of the present invention can also reduce difficulty in waking up during the daytime. The sleep-promoting composition of the present invention can be used in pharmaceutical compositions, food and drink compositions.
There are no well-controlled trials in pregnant women treated with Atralin Gel. Atralin Gel should be used during pregnancy only if the potential benefit justifies the potential risk to the fetus.

Atralin Gel at doses of 0.1, 0.3 and 1 g/kg/day was tested for maternal and developmental toxicity in pregnant Sprague-Dawley rats by dermal application. The dose of 1 g/kg/day was approximately four times the clinical dose assuming 100% absorption and based on body surface area comparison. Possible tretinoin-associated teratogenic effects (craniofacial abnormalities [hydrocephaly], asymmetrical thyroids, variations in ossification, and increased supernumerary ribs) were noted in the fetuses of Atralin Gel-treated animals. These findings were not observed in control animals. Other maternal and reproductive parameters in the Atralin Gel-treated animals were not different from control. For purposes of comparison of the animal exposure to human exposure, the clinical dose is defined as 2 g of Atralin Gel applied daily to a 50 kg person.

Oral tretinoin has been shown to be teratogenic in rats, mice, rabbits, hamsters and nonhuman primates. Tretinoin was teratogenic in Wistar rats when given orally in doses greater than 1 mg/kg/day (approximately eight times the clinical dose based on body surface area comparison). In the cynomolgus monkey, fetal malformations were reported for doses of 10 mg/kg/day, but none were observed at 5 mg/kg/day (approximately 80 times the clinical dose based on body surface area comparison), although increased skeletal variations were observed at all doses. Dose-related increases in embryolethality and abortion also were reported. Similar results have also been reported in pigtail macaques.

Topical tretinoin in a different formulation has generated equivocal results in animal teratogenicity tests. There is evidence for teratogenicity (shortened or kinked tail) of topical tretinoin in Wistar rats at doses greater than 1 mg/kg/day (approximately eight times the clinical dose assuming 100% absorption and based on body surface area comparison). Anomalies (humerus: short 13%, bent 6%, os parietal incompletely ossified 14%) have also been reported when 10 mg/kg/day (approximately 160 times the clinical dose assuming 100% absorption and based on body surface area comparison) was topically applied. Supernumerary ribs have been a consistent finding in rats when dams were treated topically or orally with retinoids.

With widespread use of any drug, a small number of birth defect reports associated temporally with the administration of the drug would be expected by chance alone. Cases of temporally associated congenital malformations have been reported with use of other topical tretinoin products. The significance of these spontaneous reports in terms of risk to the fetus is not known.

Nonteratogenic Effects on Fetuses: Oral tretinoin has been shown to be fetotoxic in rats when administered in doses 20 times the clinical dose based on body surface area comparison. Topical tretinoin has been shown to be fetotoxic in rabbits when administered in doses eight times the clinical dose based on body surface area comparison.
PURPOSE: To propose an instrument for assessing speech recognition in the presence of competing noise. To define its application strategy for use in clinical practice. To obtain evidence of criterion validity and present reference values.
METHODS: The study was conducted in three stages: Organization of the material comprising the Word-with-Noise Test (Stage 1); Definition of the instrument's application strategy (Stage 2); Investigation of criterion validity and definition of reference values for the test (Stage 3) through the evaluation of 50 normal-hearing adult subjects and 12 subjects with hearing loss.
RESULTS: The Word-with-Noise Test consists of lists of monosyllabic and disyllabic words and speech spectrum noise (Stage 1). The application strategy for the test was defined as the determination of the Speech Recognition Threshold with a fixed noise level at 55 dBHL (Stage 2). Regarding criterion validity, the instrument demonstrated adequate ability to distinguish between normal-hearing subjects and subjects with hearing loss (Stage 3). Reference values for the test were established as cut-off points expressed in terms of signal-to-noise ratio: 1.47 dB for the monosyllabic stimulus and -2.02 dB for the disyllabic stimulus. Conclusion: The Word-with-Noise Test proved to be quick to administer and interpret, making it a useful tool in audiological clinical practice. Furthermore, it showed satisfactory evidence of criterion validity, with established reference values.
OBJECTIVE: This study aimed to establish an effective prognostic model based on triglyceride and inflammatory markers, including neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR), and platelet-to-lymphocyte ratio (PLR), to predict overall survival (OS) in patients with nasopharyngeal carcinoma (NPC). Additionally, we aimed to explore the interaction and mediation between these biomarkers in their association with OS.
METHODS: A retrospective review was conducted on 259 NPC patients who had blood lipid markers, including triglyceride and total cholesterol, as well as parameters of peripheral blood cells measured before treatment. These patients were followed up for over 5 years, and randomly divided into a training set (n=155) and a validation set (n=104). The triglyceride-inflammation (TI) score was developed using the random survival forest (RSF) algorithm. Subsequently, a nomogram was created. The performance of the prognostic model was measured by the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curve, and decision curve analysis (DCA). The interaction and mediation between the biomarkers were further analyzed. Bioinformatics analysis based on the GEO dataset was used to investigate the association between triglyceride metabolism and immune cell infiltration.
RESULTS: The C-index of the TI score was 0.806 in the training set, 0.759 in the validation set, and 0.808 in the entire set. The area under the curve of time-dependent ROC of TI score in predicting survival at 1, 3, and 5 years were 0.741, 0.847, and 0.871 respectively in the training set, and 0.811, 0.837, and 0.758 in the validation set, then 0.771, 0.848, and 0.862 in the entire set, suggesting that TI score had excellent performance in predicting OS in NPC patients. Patients with stage T1-T2 or M0 had significantly lower TI scores, NLR, and PLR, and higher LMR compared to those with stage T3-T3 or M1, respectively. The nomogram, which integrated age, sex, clinical stage, and TI score, demonstrated good clinical usefulness and predictive ability, as evaluated by the DCA. Significant interactions were found between triglyceride and NLR and platelet, but triglyceride did not exhibit any medicating effects in the inflammatory markers. Additionally, NPC tissues with active triglyceride synthesis exhibited high immune cell infiltration.
CONCLUSION: The TI score based on RSF represents a potential prognostic factor for NPC patients, offering convenience and economic advantages. The interaction between triglyceride and NLR may be attributed to the effect of triglyceride metabolism on immune response.
Chronic intravenous infusions of Treprostinil injection delivered using an external infusion pump with an indwelling central venous catheter are associated with the risk of blood stream infections (BSIs) and sepsis, which may be fatal. Therefore, continuous subcutaneous infusion is the preferred mode of administration.  


In an open-label study of IV treprostinil (n=47) using an external infusion pump, there were seven catheter-related line infections during approximately 35 patient years, or about 1 BSI event per 5 years of use. A CDC survey of seven sites that used IV treprostinil for the treatment of PAH found approximately 1 BSI (defined as any positive blood culture) event per 3 years of use.  


Administration of IV Treprostinil injection with a high pH glycine diluent has been associated with a lower incidence of BSIs when compared to neutral diluents (sterile water, 0.9% sodium chloride) when used along with catheter care guidelines. 

In an open-label study of an implantable pump (n=60), there were two blood stream infections (BSIs) related to the implant procedure during approximately 265 patient years.
PURPOSE: Multivitamin pill containing yellow soil that can alleviate toxicity is provided. The yellow soil is abundant in a variety of minerals, and applied to multivitamin pills in the form of fine powder. CONSTITUTION: To achieve the beforementioned purpose, firstly a predetermined amount of yellow soil is collected, screened, and disinfected to remove harmful factors. And then, the processed yellow soil is put in a container which is full of water. As time goes by, the mixture consisted of water and yellow soil is separated into two layers, i.e sediments precipitates at the bottom part and yellow soil solution is located in the upper part. The yellow soil solution is applied as an ingredient of multivitamin pills in the preparation process of sorts of multivitamin pills.