As the volume of medical research using large language models (LLM) surges, the need for standardized and transparent reporting standards becomes increasingly critical. In January 2025, Nature Medicine published statement titled by TRIPOD-LLM reporting guideline for studies using large language models. This represents the first comprehensive reporting framework specifically tailored for studies that develop prediction models based on LLM. It comprises a checklist with 19 main items (encompassing 50 sub-items), a flowchart, and an abstract checklist (containing 12 items). This article provides an interpretation of TRIPOD-LLM’s development methods, primary content, scope, and the specific details of its items. The goal is to help researchers, clinicians, editors, and healthcare decision-makers to deeply understand and correctly apply TRIPOD-LLM, thereby improving the quality and transparency of LLM medical research reporting and promoting the standardized and ethical integration of LLM into healthcare.

Gentianopsis barbata (G. barbata) represents a significant plant species with considerable ornamental and medicinal value in China. This investigation sought to elucidate the primary constituents within the plant and investigate their pharmacological properties. Fifty triterpenoids (1-50), including nine previously undescribed compounds (1, 2, 7, 10, 20, 28, 29, 37, and 41) were isolated and characterized from the whole plants of G. barbata. Notably, compounds 1 and 2 exhibited the novel 3,4;9,10-diseco-24-homo-cycloartane triterpenoid skeleton. The isolated triterpenoids demonstrated substantial anti-inflammatory activity through inhibition of tumor necrosis factor α (TNF-α) and interleukin-6 (IL-6) cytokine secretion in LPS-induced RAW264.7 macrophages, and hepatoprotective effects by preventing tert-butyl hydroperoxide (t-BHP)-induced oxidative injury in HepG2 cells. These results demonstrate both the presence of diverse triterpenoids in G. barbata and their therapeutic potential for inflammatory and hepatic conditions, providing scientific evidence supporting the clinical application of this traditional Mongolian medicinal plant.
Triterpenes/isolation & purification* ; Mice ; Anti-Inflammatory Agents/isolation & purification* ; Animals ; Humans ; RAW 264.7 Cells ; Hep G2 Cells ; Interleukin-6/genetics* ; Tumor Necrosis Factor-alpha/genetics* ; Medicine, Mongolian Traditional ; Macrophages/immunology* ; Protective Agents/isolation & purification* ; Liver/drug effects* ; Gentianaceae/chemistry* ; Plant Extracts/chemistry* ; Molecular Structure

Objective: To investigate the prevalence of Dengue virus (DENV) infection among voluntary blood donors in Xishuangbanna Dai Autonomous Prefecture, and to evaluate the necessity of implementing nucleic acid testing (NAT) for blood donors during the rainy season (May-October). Methods: Prior to initiating donor screening, the Xishuangbanna Central Blood Center conducted in-house validation of reagent performance and participated in external quality assessment (EQA) organized by the National Center for Clinical Laboratories (NCCL). During the surveillance period (August-October 2024), a total of 2 919 donor samples were screened using a 6-sample mini-pool NAT strategy. Daily internal quality controls were recorded. Samples that tested positive in pooled screening were deconvoluted and retested in duplicate; only those reactive in both replicate wells were sent to the NCCL for confirmatory testing. At NCCL, samples underwent re-testing using five domestic NAT reagents, as well as serological assays for NS1 antigen and DENV-specific IgG/IgM. Confirmed positive samples were further characterized by serotyping, envelope (E) gene sequencing, and phylogenetic analysis using the maximum likelihood method. Results: The DENV NAT reagent demonstrated consistent detection of 40 copies/mL controls in individual donor (ID)-NAT test (mean CT: 35.61±0.40). During the 63-day quality control monitoring, DENV detection remained stable (mean CT: 22.53±0.72). The center achieved full marks in EQA assessments for 2023 and 2024. Three reactive pools were identified in initial screening, and subsequent individual testing confirmed three DENV RNA-positive donors (sample numbers: 2401, 2402, and 2403). The confirmatory test results from NCCL were: all five NAT platforms consistently detected DENV RNA in the three samples; for serological tests, 2 samples (2402, 2403) were positive for NS1 antigen, while all three samples were negative for both IgG and IgM antibodies. DENV serotyping reagents identified DENV-2 in all cases, which were further confirmed as DENV-2 Genotype Ⅱ-Cosmopolitan by E gene sequencing. Phylogenetic analysis indicated that samples 2401 and 2402 clustered with Southeast Asian strains (Thailand/MZ636802.1, Laos/PQ775621.1), while sample 2403 closely matched a previously reported local Yunnan strain (PV544686.1). Conclusion: DENV-2 infection was detected among blood donors in Xishuangbanna during the rainy season, indicating concurrent risks of imported and local transmission. We recommend implementing pooled NAT screening for blood donors in high-risk areas during dengue epidemic seasons, along with strengthened laboratory quality control, to enhance blood safety.

OBJECTIVE To establish population pharmacokinetic model of levetiracetam （Lev） for Chinese patients with post- stroke epilepsy （PSE）， and provide reference for formulating individualized dosing regimens for Lev therapy in this specific population. METHODS Blood concentration data and clinical diagnosis and treatment information of PSE patients meeting the inclusion criteria were retrospectively collected and divided into model group and validation group at an 8∶2 ratio using a random number method. Based on the model group data， a population pharmacokinetic model was developed using nonlinear mixed-effects modeling. Internal evaluation was performed through goodness-of-fit tests and bootstrap analysis， while external validation was conducted using the validation group data. RESULTS A total of 75 blood concentration measurements from 70 PSE patients were collected， with 60 measurements from 55 patients used for model development and 15 measurements from 15 patients reserved for external validation. The final model estimated a population typical value of clearance at 2.98 L/h. Estimated glomerular filtration rate， daily dose， and homocysteine level significantly influenced clearance of Lev （P＜0.01）. The model demonstrated satisfactory predictive performance， as evidenced by goodness-of-fit tests， bootstrap analysis， and external validation results. CONCLUSIONS Daily dose， estimated glomerular filtration rate， and homocysteine level are identified as significant covariates influencing Lev clearance in Chinese PSE patients. When making clinical decisions， comprehensive consideration should be given to the patient’s treatment response， physiological and pathological conditions， and the occurrence of adverse reactions， etc. The dosage of Lev should be adjusted based on the results of population pharmacokinetic model.

This comprehensive review systematically explores the multifaceted applications, inherent challenges, and promising future directions of artificial intelligence (AI) within the medical domain. It meticulously examines AI's specific contributions to basic medical research, disease prevention, intelligent diagnosis, treatment, rehabilitation, nursing, and health management. Furthermore, the review delves into AI's innovative practices and pivotal roles in clinical trials, hospital administration, medical education, as well as the realms of medical ethics and policy formulation. Notably, the review identifies several key challenges confronting AI in healthcare, encompassing issues such as inadequate algorithm transparency, data privacy concerns, absent regulatory standards, and incomplete risk assessment frameworks. Looking ahead, the future trajectory of AI in healthcare encompasses enhancing algorithm interpretability, propelling generative AI applications, establishing robust data-sharing mechanisms, refining regulatory policies and standards, nurturing interdisciplinary talent, fostering collaboration among industry, academia, and medical institutions, and advancing inclusive, personalized precision medicine. Emphasizing the synergy between AI and emerging technologies like 5G, big data, and cloud computing, this review anticipates a new era of intelligent collaboration and inclusive sharing in healthcare. Through a multidimensional analysis, it presents a holistic overview of AI's medical applications and development prospects, catering to researchers, practitioners, and policymakers in the healthcare sector. Ultimately, this review aims to catalyze the deep integration and innovative deployment of AI technology in healthcare, thereby driving the sustainable advancement of smart healthcare.

OBJECTIVE: To analyze the clinical characteristics and genetic profile of patients with 46,XY Disorders of sex development (DSD) and a female phenotype in order to provide insights for the diagnosis and management of similar cases. METHODS: A retrospective analysis was conducted on 36 children with 46,XY DSD and a female phenotype who were treated at the Department of Endocrinology, Genetics and Metabolism of Henan Children's Hospital between March 1, 2016, and June 30, 2024. The evaluations included external genitalia scoring using the Prader scale and External Masculinization Score (EMS), imaging studies to assess gonadal development, and assessments of adrenal and gonadal function via adrenal hormone levels, sex hormone levels, and human chorionic gonadotropin (hCG) stimulation testing. Gender role behavior was assessed using gender role scales and sandplay therapy. Whole exome sequencing and Sanger sequencing were used to identify and validate genetic variants. A multidisciplinary team (MDT) comprehensively determined gender rearing based on molecular genetic diagnosis. This study was approved by the Medical Ethics Committee of Henan Children's Hospital (Ethics No.: 2024-K-105). RESULTS: The median age at initial consultation was 3 years and 1 month (range: 7 days to 16 years). Common symptoms included primary amenorrhea, clitoromegaly, and inguinal hernia. Fully feminized external genitalia were observed in 52.7% of the cases, and 80.5% had absence of the uterus. Internal gonads included absent gonads (5.6%), ovotestes (8.3%), streak gonads (5.6%), cryptorchidism (75.0%), and normally positioned testes (5.6%). At initial diagnosis, median luteinizing hormone (LH) was 1.305 IU/L, with elevated LH in 14 cases. Median follicle-stimulating hormone (FSH) was 4.87 IU/L, with elevated FSH in 17 cases. Median testosterone was 0.025 ng/mL. Median dihydrotestosterone (DHT) was 36.90 pg/mL. After hCG stimulation, median testosterone was 0.984 ng/mL and median DHT was 71.69 pg/mL. The testosterone/DHT ratio was elevated in one case (35.7). Testosterone levels remained below 1 ng/mL after hCG stimulation in 18 cases. Anti-Müllerian hormone (AMH) was decreased in 15 cases and increased in 3 cases. Inhibin B (InhB) was increased in 7 cases and decreased in 4 cases. Pathogenic variants were detected in 88.9% of the patients, involving AR (11 cases), CYP17A1 (4 cases), GATA4 (1 case), NR0B1 (1 case), NR5A1 (7 cases), SRD5A2 (1 case), WT1 (2 cases), STAR (4 cases), and LHCGR (1 case), totaling 34 variant sites. Among these, 9 variants were de novo, and 23 were inherited from parents. Sixteen variant sites were previously unreported. Gender assignment was male in 11 cases (30.6%) and female in 25 cases (69.4%). CONCLUSION Common symptoms in 46,XY DSD patients with a female phenotype include primary amenorrhea, clitoromegaly, and inguinal hernia. Elevated FSH, androgen deficiency, and decreased AMH and InhB may indicate testicular dysgenesis or impaired androgen synthesis. Adrenal insufficiency should raise suspicion for defects in steroid hormone synthesis pathway enzymes.
Humans ; Female ; Disorder of Sex Development, 46,XY/diagnosis* ; Child ; Male ; Phenotype ; Child, Preschool ; Retrospective Studies ; Adolescent ; Infant

Objective:To develop a novel fibroblast activation protein (FAP) cyclic peptide imaging agent, Al 18F-FAP-NOX, evaluate its in vitro and in vivo properties, and explore its feasibility of PET/CT imaging in tumors with FAP positive expression. Methods:Al 18F-FAP-NOX was manually synthesized. The in vitro stability of Al 18F-FAP-NOX was determined using radio high performance liquid chromatography (HPLC). The lipid water partition coefficient log P, in vitro cell uptake experiments, microPET/CT imaging and biodistribution in 293T-FAP tumor-bearing mice were conducted to preliminarily evaluate the pharmacokinetics and biological efficacy of Al 18F-FAP-NOX. Afterwards, a patient (male, 65 years old) with lung cancer underwent Al 18F-FAP-NOX PET/CT imaging. Results:Al 18F-FAP-NOX was successfully synthesized with a yield of (26.28±2.31)% without attenuation correction ( n=4), and the radiochemical purity was more than 95%. Al 18F-FAP-NOX exhibited good stability and hydrophilicity (log P=-3.02±0.08, n=5). In cell assays, the uptake of Al 18F-FAP-NOX in HT1080-FAP cells reached the plateau phase at 15 min ((7.31±0.53) percentage activity of injection dose per million cells (%ID/mio cells)), exhibiting high cellular uptake. The uptake of Al 18F-FAP-NOX could be significantly inhibited by 1, 4, 7, 10-tetraazacyclododecane-1, 4, 7, 10-tetraacetic acid (DOTA)-FAP-2286. The microPET/CT results of 293T-FAP tumor-bearing mice in vivo showed that Al 18F-FAP-NOX was highly uptaken in FAP-positive tumor tissues (60 min: (12.47±1.66) percentage activity of injection dose per gram of tissue (%ID/g)), while the uptake was very low in FAP-negative tumors. The biodistribution results were similar to the microPET/CT imaging results of tumor-bearing mice. The human clinical imaging showed an abnormal increase in Al 18F-FAP-NOX uptake (SUV max 5.5) of the lung cancer lesions. Conclusions:A novel cyclic peptide radiopharmaceutical, Al 18F-FAP-NOX, demonstrates good stability and hydrophilicity. It can be quickly distributed to tumor tissue in vivo. The human clinical PET/CT imaging shows certain diagnostic ability of Al 18F-FAP-NOX for lung cancer lesions. It is a promising cyclic peptide agent for PET imaging.

Objective:To systematically evaluate the safety and efficacy of the novel fibroblast activation protein (FAP)-targeted tracer 64Cu-FAP inhibitor (FAPI)-XT117 in patients with malignant solid tumors, and to compare with 18F-FDG. Methods:This self-controlled study was conducted on fifteen patients (8 males, 7 females; age (60 ±9) years) with malignant solid tumors from the First Affiliated Hospital of Guangzhou Medical University between July 2023 and December 2023. Each subject underwent 64Cu-FAPI-XT117 PET/CT at 30, 60, and 120min post-injection and was assigned to three dose cohorts (111MBq, 148MBq, and 185MBq; 5 patients in each cohort), and safety assessments were conducted within 24h after injection. In addition, all patients underwent 18F-FDG PET/CT at 60min post-injection. Time-activity curves were generated for 64Cu-FAPI-XT117, and the dosimetry was calculated. Image quality was evaluated using a 5-point Likert scale, and the optimal injected activity and imaging time point were determined. The paired t test was used to compare differences of the lesion detection count and SUV max between 64Cu-FAPI-XT117 and 18F-FDG PET/CT. Results:64Cu-FAPI-XT117 was well tolerated, with no adverse events reported. Time-activity curves of 68Ga-FAPI-XT117 revealed prominent uptake in the uterus, while the background activity in other organs remained low, with the whole-body effective dose of (0.0084±0.0021)mSv/MBq. The optimal imaging time point for 64Cu-FAPI-XT117 PET/CT was 60min post-injection, with an optimal administered activity of 111MBq. Compared with 18F-FDG, 64Cu-FAPI-XT117 demonstrated significantly higher uptake and more lesions in lymph-node metastases (SUV max: 8.6±3.8 vs 15.3±6.8, t=2.33, P=0.048; number of lesions: 8.3±5.4 vs 15.0±6.4; t=4.21, P=0.003) and distant metastases (SUV max: 11.8±3.7 vs 20.9±7.2, t=3.66, P=0.022; number of lesions: 7.0±3.2 vs 12.4±3.7, t=2.86, P=0.046). Conclusions:64Cu-FAPI-XT117 PET/CT is well tolerated in patients with solid tumors, with a controllable radiation risk. Moreover, it outperforms 18F-FDG PET/CT in the assessment of metastases.

Objective:To investigate the clinical, radiological and histological features of intraosseous hibernoma.Methods:Two cases of intraosseous hibernoma diagnosed in the Department of Pathology, the Sixth People′s Hospital Affiliated to Shanghai Jiaotong University School of Medicine from 2020 to 2023 were analyzed. Related literature was also reviewed.Results:One case was a 44-year-old female with abnormal signals in the proximal right femur revealed by MRI, who underwent curettage of the lesion. The other case was a 41-year-old female with an occupying lesion in the second sacral vertebrae revealed by CT and MRI, who underwent CT-guided biopsy. Microscopically, both tumors were composed of large polygonal cells, with finely vacuolated cytoplasm and distinct cell membranes and variably admixed mature adipose cells or hematopoietic components within the stroma. Nuclei were small, centrally or paracentrally situated and displayed prominent scalloping. Nuclear atypia was absent. A relatively clear tumor boundary could be observed in one case. Immunohistochemical staining showed that tumor cells were positive for S-100 protein, while negative for keratin, CD68, H3F3A, and Brachyury.Conclusions:Intraosseous hibernoma is extremely rare and tends to affect middle-aged and elderly patients. It most frequently occurs in the spine and pelvis. It needs to be differentiated from metastatic cancer, Erdheim-Chester disease, intraosseous lipoma with necrosis, and benign notochordal cell tumor. Increasing awareness of it helps to avoid missed diagnoses or excessive treatment due to misdiagnosis.

Objective:To analyze the clinical characteristics and genetic profile of patients with 46, XY Disorders of sex development (DSD) and a female phenotype in order to provide insights for the diagnosis and management of similar cases.Methods:A retrospective analysis was conducted on 36 children with 46, XY DSD and a female phenotype who were treated at the Department of Endocrinology, Genetics and Metabolism of Henan Children′s Hospital between March 1, 2016, and June 30, 2024. The evaluations included external genitalia scoring using the Prader scale and External Masculinization Score (EMS), imaging studies to assess gonadal development, and assessments of adrenal and gonadal function via adrenal hormone levels, sex hormone levels, and human chorionic gonadotropin (hCG) stimulation testing. Gender role behavior was assessed using gender role scales and sandplay therapy. Whole exome sequencing and Sanger sequencing were used to identify and validate genetic variants. A multidisciplinary team (MDT) comprehensively determined gender rearing based on molecular genetic diagnosis. This study was approved by the Medical Ethics Committee of Henan Children′s Hospital (Ethics No.: 2024-K-105).Results:The median age at initial consultation was 3 years and 1 month (range: 7 days to 16 years). Common symptoms included primary amenorrhea, clitoromegaly, and inguinal hernia. Fully feminized external genitalia were observed in 52.7% of the cases, and 80.5% had absence of the uterus. Internal gonads included absent gonads (5.6%), ovotestes (8.3%), streak gonads (5.6%), cryptorchidism (75.0%), and normally positioned testes (5.6%). At initial diagnosis, median luteinizing hormone (LH) was 1.305 IU/L, with elevated LH in 14 cases. Median follicle-stimulating hormone (FSH) was 4.87 IU/L, with elevated FSH in 17 cases. Median testosterone was 0.025 ng/mL. Median dihydrotestosterone (DHT) was 36.90 pg/mL. After hCG stimulation, median testosterone was 0.984 ng/mL and median DHT was 71.69 pg/mL. The testosterone/DHT ratio was elevated in one case (35.7). Testosterone levels remained below 1 ng/mL after hCG stimulation in 18 cases. Anti-Müllerian hormone (AMH) was decreased in 15 cases and increased in 3 cases. Inhibin B (InhB) was increased in 7 cases and decreased in 4 cases. Pathogenic variants were detected in 88.9% of the patients, involving AR (11 cases), CYP17A1 (4 cases), GATA4 (1 case), NR0B1 (1 case), NR5A1 (7 cases), SRD5A2 (1 case), WT1 (2 cases), STAR (4 cases), and LHCGR (1 case), totaling 34 variant sites. Among these, 9 variants were de novo, and 23 were inherited from parents. Sixteen variant sites were previously unreported. Gender assignment was male in 11 cases (30.6%) and female in 25 cases (69.4%). Conclusion:Common symptoms in 46, XY DSD patients with a female phenotype include primary amenorrhea, clitoromegaly, and inguinal hernia. Elevated FSH, androgen deficiency, and decreased AMH and InhB may indicate testicular dysgenesis or impaired androgen synthesis. Adrenal insufficiency should raise suspicion for defects in steroid hormone synthesis pathway enzymes.