A machine learning-based model to predict POD24 in follicular lymphoma: a study by the Chinese workshop on follicular lymphoma.

Background: Disease progression within 24 months (POD24) significantly impacts overall survival (OS) in patients with follicular lymphoma (FL). This study aimed to develop a robust predictive model, FLIPI-C, using a machine learning approach to identify FL patients at high risk of POD24.

Methods: A cohort of 1,938 FL patients (FL1-3a) from seventeen centers nationwide in China was randomly divided into training and internal validation sets (2:1 ratio).

Time to progression predicts outcome of patients with multiple myeloma that can be influenced by autologous hematopoietic stem cell transplantation.

Objectives: Currently, there is limited understanding regarding the prognostic significance of time to progression (TTP) after first remission in multiple myeloma (MM).

Methods: We conducted a retrospective analysis of clinical data from 209 patients with MM. These patients were categorized into ≤ 6 months, ≤ 12 months, ≤ 24 months, > 24 months, 6-12 months, and 12-24 months subgroups based on TTP.

An analysis of the influence of education level on Rowland Universal Dementia Assessment Scale (RUDAS) scores among stroke patients.

Objective: To explore the influence of education level on scores in the Mandarin Chinese version of the Rowland Universal Dementia Assessment Scale (RUDAS) among stroke patients and to provide guidance regarding the application and optimisation of the RUDAS.

Methods: A total of 235 stroke patients were census sampled for an evaluation of cognitive function using the Mandarin Chinese version of the RUDAS. A test was carried out to analyze the differences in RUDAS scores between sexes, and one-way analysis of variance and the Scheffe multiple comparison test were used to analyze the differences in RUDAS scores between age groups and between education levels.

Application and progress of non-invasive imaging in predicting lung invasive non-mucinous adenocarcinoma under the new IASLC grading guidelines.

Lung cancer is the leading cause of cancer-related deaths worldwide, with invasive non-mucinous adenocarcinoma (INMA) being the most common type and carrying a poor prognosis. In 2020, the International Association for the Study of Lung Cancer (IASLC) pathology committee proposed a new histological grading system, which offers more precise prognostic assessments by combining the proportions of major and high-grade histological patterns. Accurate identification of lung INMA grading is crucial for clinical diagnosis, treatment planning, and prognosis evaluation.

Diagnosis and treatment recommendations for glucose transporter 1 deficiency syndrome.

Background: Glucose transporter 1 deficiency syndrome (Glut1DS) was initially reported by De Vivo and colleagues in 1991. This disease arises from mutations in the SLC2A1 and presents with a broad clinical spectrum. It is a treatable neuro-metabolic condition, where prompt diagnosis and initiation of ketogenic dietary therapy can markedly enhance the prognosis.

Tenecteplase Thrombolysis for Stroke up to 24 Hours After Onset With Perfusion Imaging Selection: The CHABLIS-T II Randomized Clinical Trial.

Background: Whether it is effective and safe to extend the time window of intravenous thrombolysis up to 24 hours after the last known well is unknown. We aimed to determine the efficacy and safety of tenecteplase in Chinese patients with acute ischemic stroke due to large/medium vessel occlusion within an extended time window.

Methods: Patients with ischemic stroke presenting 4.

Conference 2024: Building an innovative scientific research ecosystem for microbiome and One Health.

The Conference 2024 provides a platform to promote the development of an innovative scientific research ecosystem for microbiome and One Health. The four key components - Technology, Research (Biology), Academic journals, and Social media - form a synergistic ecosystem. Advanced technologies drive biological research, which generates novel insights that are disseminated through academic journals.

Association between erectile dysfunction and the predicted 10-year risk for atherosclerosis cardiovascular disease among U.S. men: a population-based study from the NHANES 2001-2004.

Background: Erectile dysfunction (ED) is considered the tip of the iceberg for cardiovascular disease (CVD). However, there is still conflicting evidence regarding their relationship. Recently, a validated tool for the Atherosclerotic Cardiovascular Disease (ASCVD) risk score has provided a key opportunity to delve deeper into the relationship between ED and CVD.

Nano-alkaline ion-excited NETs ablative eye drops promote ocular surface recovery.

Neutrophil extracellular traps (NETs) promote neovascularization during the acute phase after ocular chemical injury, while the local inflammatory acidic environment delays post-injury repair. Currently, the mechanism of NETs promoting neovascularization has not been fully elucidated, and there is a lack of therapeutic strategies to effectively improve the local microenvironment for corneal repair. In this study, we validated the NETs-M2-angiogenic pathway after injury.

Vitamin D: an important treatment for secondary hyperparathyroidism in chronic kidney disease?

Secondary hyperparathyroidism (SHPT) is one of the most common complications of chronic kidney disease (CKD). Vitamin D levels begin to decrease in the early stages of CKD, and these vitamin D-related changes play a central role in the occurrence and development of SHPT. Vitamin D-based drugs, which inhibit parathyroid hormone secretion either directly or indirectly, are commonly used to treat SHPT.

An artificial intelligence application to predict prolonged dependence on mechanical ventilation among patients with critical orthopaedic trauma: an establishment and validation study.

Background: Prolonged dependence on mechanical ventilation is a common occurrence in clinical ICU patients and presents significant challenges for patient care and resource allocation. Predicting prolonged dependence on mechanical ventilation is crucial for improving patient outcomes, preventing ventilator-associated complications, and guiding targeted clinical interventions. However, specific tools for predicting prolonged mechanical ventilation among ICU patients, particularly those with critical orthopaedic trauma, are currently lacking.

Core-shell vector-mediated co-delivery of CRISPR/Cas9 system and hydrophobic drugs against triple-negative breast cancer stem cells.

Cancer stem cells (CSCs) play an important role in the development of triple-negative breast cancer (TNBC), including metastasis, invasion, tumorigenicity, and drug resistance. Moreover, non-CSCs can spontaneously transform into CSCs in special tumor microenvironments, thereby leading to poor prognosis or even failed treatments. Therefore, reversing tumor stem cells into normal tumor cells in a sustained-acting manner is a promising strategy.

Angiogenesis-promoting effect of SKP-SC-EVs-derived miRNA-30a-5p in peripheral nerve regeneration by targeting LIF and ANGPT2.

Ischemia and hypoxia caused by vascular injury intensify nerve damage. Skin precursor-derived Schwann cells have demonstrated an accelerated in vivo pre-vascularization of tissue-engineered nerves. Furthermore, extracellular vesicles from skin precursor-derived Schwann cells (SKP-SC-EVs) show the potential in aiding peripheral nerve regeneration.

CST1 promoted gastric cancer development by activating the AKT pathway.

Background: Gastric Cancer (GC) was the third highest mortality rate among malignant tumors. Currently, no specific treatment is utilized to prevent the progression of GC. The detailed mechanism of GC was still elusive and this study aimed to clarify the mechanism of GC occurrence and development.

TRIM23 promotes 5-Fluorouracil resistance in colorectal cancer by upregulating GALNT4 expression.

5-Fluorouracil (5-FU) is one of the most common chemotherapeutic agents for colorectal cancer (CRC), but its application is often limited by resistance. Tripartite motif containing 23 (TRIM23) has been reported to be dysregulated in various tumors and involved in tumor progression and chemotherapy resistance. However, its relationship with CRC 5-FU resistance and the underlying mechanism are still unclear.

Daily activities change is linked to acute angle closure occurrence in COVID-19 co-infected patients.

Objectives: To analyze the influence of daily activity-related factors associated with COVID-19 infection on the occurrence of acute angle closure (AAC).

Methods: A multicenter hospital-based study was conducted at 23 ophthalmic centers in 17 provincial-level regions across China to recruit patients with confirmed AAC during the post-lockdown time of COVID-19 (P-TOC) from Dec 7, 2022, to Jan 17, 2023, and three lockdown time of COVID-19 (TOC) periods, which included the TOC-2022 (Sep 7, 2022 - Dec 6, 2022), TOC-2021(Sep 7, 2021 - Jan 6, 2022) and TOC-2020 (Sep 7, 2020 - Jan 6, 2021). Patient information, including demographic, a questionnaire on daily activity changes during the AAC period, COVID-19 history, and eye examination results, was collected.

Machine Learning Model for Risk Prediction of Prolonged Intensive Care Unit in Patients Receiving Intra-aortic Balloon Pump Therapy during Coronary Artery Bypass Graft Surgery.

This study aimed to construct machine learning models and predict prolonged intensive care units (ICU) stay in patients receiving perioperative intra-aortic balloon pump (IABP) therapy during cardiac surgery. 236 patients were divided into the normal (≤ 14 days) and prolonged (> 14 days) ICU groups based on the 75th percentile of ICU duration across the entire cohort. Seven machine learning models were trained and validated.

The impact of the muscle mass-to-fat ratio on the prognosis of patients undergoing pancreaticoduodenectomy for pancreatic cancer.

To evaluate the relationship between the muscle mass-to-fat ratio (MMFR) at the third lumbar spine (L3) and overall survival (OS) as well as related complications after pancreaticoduodenectomy (PD) for pancreatic cancer. Patients who underwent PD for pancreatic cancer between March 2017 and May 2023 at the Second Affiliated Hospital of Soochow University were included. Muscle mass and fat content at the L3 were measured by computed tomography.

The role of ferroptosis-related non-coding RNA in liver fibrosis.

Liver fibrosis represents a reversible pathophysiological process, caused by chronic inflammation stemming from hepatocyte damage. It delineates the initial stage in the progression of chronic liver disease. This pathological progression is characterized by the excessive accumulation of the extracellular matrix (ECM), which leads to significant structural disruption and ultimately impairs liver function.

The Application of the Posterior Atlantooccipital Membrane Tension Release Technique for Surgical Exposure of the Horizontal Part of the Vertebral Artery's Third Segment: An Anatomical and Clinical Investigation.

Objective: This study aims to elucidate the anatomical principles governing the surrounding venous structures (VS) of the horizontal part of the third segment of the vertebral artery (V3h) and develop a safe and bloodless surgical technique for exposing V3h.

Methods: This study used ten formalin-infused cadaveric head specimens. The dissections were performed stepwise to simulate the far lateral approach process, exposing the V3h with a novel technique.

Changes in the gut microbiota and derived fecal metabolites may play a role in tacrolimus-induced diabetes in mice.

Aims: A notable scarcity of research has focused on examining alterations in gut microbiota and its metabolites within tacrolimus (TAC)-induced diabetes models.

Methods: Tacrolimus-induced changes in glucose and lipid metabolism indices were analyzed through different routes of administration. The potential role of gut microbiota and its metabolites in TAC-induced diabetes was investigated using 16S rRNA sequencing and non-targeted metabolomics.

Serum creatinine to cystatin C ratio in relation to heart failure with preserved ejection fraction.

Background: Sarcopenia was recognized to be one of the common comorbidities in heart failure (HF). The sarcopenia index (SI), based on serum creatinine to cystatin C ratio, was developed as a simple tool to evaluate skeletal muscle mass but has not been well-studied in the correlation of left ventricular ejection fraction (LVEF). The aim of this study is to analyze the SI in patients with HF, especially patients with HF with preserved ejection fraction (HFpEF), and to develop a prediction model for HFpEF.

Identification and validation of differentially expressed disulfidptosis-related genes in hypertrophic cardiomyopathy.

Hypertrophic cardiomyopathy (HCM) is one of the most common cardiovascular diseases with no effective treatment due to its complex pathogenesis. A novel cell death, disulfidptosis, has been extensively studied in the cancer field but rarely in cardiovascular diseases. This study revealed the potential relationship between disulfidptosis and hypertrophic cardiomyopathy and put forward a predictive model containing disulfidptosis-associated genes (DRGs) of GYS1, MYH10, PDMIL1, SLC3A2, CAPZB, showing excellent performance by SVM machine learning model.

Malnutrition defined by Controlling Nutritional Status score was independently associated with prognosis of diffuse large B-cell lymphoma primarily on elderly patients.

Objectives: Controlling Nutritional Status (CONUT) Score is an effective tool for the assessment of malnutrition and proved to be associated with survival of Diffuse large B-cell lymphoma (DLBCL) patients. We investigated the impact of CONUT score on specific subgroups of DLBCL patients, including age and International prognostic Index (IPI) risk groups.

Methods: Data of 287 newly diagnosed DLBCL in the Third Affiliated Hospital of Soochow University were retrospectively collected.

Association of resting amygdalar activity with persistent atrial fibrillation mediated by right atrial inflammation activity on F-fluorodeoxyglucose positron emission tomography-computed tomography.

Background: Recent studies have shown that resting amygdalar activity is associated with cardiovascular disease. Nevertheless, the underlying mechanisms that link resting amygdalar activity with persistent atrial fibrillation (PerAF) remain to be comprehensively delineated. We aimed to estimate the association between resting amygdalar activity, right atrium (RA) inflammatory activity, and PerAF.