With the rapid development of artificial intelligence, computational pathology has been seamlessly integrated into the entire clinical workflow, which encompasses diagnosis, treatment, prognosis, and biomarker discovery. This integration has significantly enhanced clinical accuracy and efficiency while reducing the workload for clinicians. Traditionally, research in this field has depended on the collection and labeling of large datasets for specific tasks, followed by the development of task-specific computational pathology models. However, this approach is labor intensive and does not scale efficiently for open-set identification or rare diseases. Given the diversity of clinical tasks, training individual models from scratch to address the whole spectrum of clinical tasks in the pathology workflow is impractical, which highlights the urgent need to transition from task-specific models to foundation models (FMs). In recent years, pathological FMs have proliferated. These FMs can be classified into three categories, namely, pathology image FMs, pathology image-text FMs, and pathology image-gene FMs, each of which results in distinct functionalities and application scenarios. This review provides an overview of the latest research advancements in pathological FMs, with a particular emphasis on their applications in oncology. The key challenges and opportunities presented by pathological FMs in precision oncology are also explored.
Humans ; Precision Medicine/methods* ; Medical Oncology/methods* ; Artificial Intelligence ; Neoplasms/pathology* ; Computational Biology/methods*

OBJECTIVE: To clarify the role of concentrated growth factors (CGF) in the treatment of periodontal cement defects using calcium phosphate cement (CPC) with self-curing properties. METHODS: Thirty-six intrabony defects were randomly divided into two groups. The experimental group received CGF+CPC treatment (n=18), while the control group received CPC treatment alone (n=18). The probing depth, clinical attachment loss, and hard tissue filling as measured by cone beam CT (CBCT) were evaluated at baseline and 1 year postoperatively in both groups, and the levels of major growth factors in CGF and serum were compared [platelet-derived growth factor-BB (PDGF-BB), transforming growth factor-β1 (TGF-β1), insulin-like growth factor-1 (IGF-1), and vascular endothelial growth factor (VEGF)]. RESULTS: At baseline, there were no statistically significant differences in probing depth, clinical attachment loss and CBCT measurements between the two groups (P>0.05). At 1 year postoperatively, significant improvements were observed in parameters mentioned above in both groups (P < 0.05). The CGF+CPC group seemed more effective compared with the CPC group in reduction of probing depth [(4.5±1.3) mm vs. (3.2±1.1) mm] and clinical attachment gain [(3.8±0.9) mm vs. (2.0±0.5) mm, P < 0.05]. Compared with the group treated with CPC alone, the hard tissue filling degree shown by CBCT in the CGF+CPC group was significantly increased [the reduction of the depth of the intrabony defects was (3.9±1.2) mm vs. (2.1±0.7) mm, respectively, P < 0.01]. At 1 year post-operatively, the volume of the intrabony defects shown by CBCT in the CGF+CPC group was reduced by (0.031 8±0.004 1) mL, which was significantly more than that in the CPC group [(0.019 7±0.001 2) mL, P < 0.05]. In addition, the concentration of the main growth factors (PDGF-BB, TGF-β1, IGF-1, and VEGF) in CGF were higher than those in serum (P < 0.001). CONCLUSION After 1 year of follow-up, the results of the present study indicated that CGF could significantly improve the clinical and radiological effects of CPC on the treatment of periodontal intrabony defects.
Humans ; Calcium Phosphates/therapeutic use* ; Male ; Female ; Bone Cements/therapeutic use* ; Middle Aged ; Cone-Beam Computed Tomography ; Alveolar Bone Loss/therapy* ; Becaplermin ; Adult ; Insulin-Like Growth Factor I ; Intercellular Signaling Peptides and Proteins/therapeutic use* ; Proto-Oncogene Proteins c-sis/blood* ; Transforming Growth Factor beta1/blood* ; Vascular Endothelial Growth Factor A/blood*

Wastewater-based epidemiology has emerged as a transformative surveillance tool for estimating substance consumption and monitoring disease prevalence, particularly during the COVID-19 pandemic. It enables the population-level monitoring of illicit drug use, pathogen prevalence, and environmental pollutant exposure. In this perspective, we summarize the key challenges specific to the Chinese context: (1) Sampling inconsistencies, necessitating standardized 24-hour composite protocols with high-frequency autosamplers (≤ 15 min/event) to improve the representativeness of samples; (2) Biomarker validation, requiring rigorous assessment of excretion profiles and in-sewer stability; (3) Analytical method disparities, demanding inter-laboratory proficiency testing and the development of automated pretreatment instruments; (4) Catchment population dynamics, reducing estimation uncertainties through mobile phone data, flow-based models, or hydrochemical parameters; and (5) Ethical and data management concerns, including privacy risks for small communities, mitigated through data de-identification and tiered reporting platforms. To address these challenges, we propose an integrated framework that features adaptive sampling networks, multi-scale wastewater sample banks, biomarker databases with multidimensional metadata, and intelligent data dashboards. In summary, wastewater-based epidemiology offers unparalleled scalability for equitable health surveillance and can improve the health of the entire population by providing timely and objective information to guide the development of targeted policies.
China/epidemiology* ; Humans ; Wastewater/analysis* ; COVID-19/epidemiology* ; Public Health ; Wastewater-Based Epidemiological Monitoring ; SARS-CoV-2

Objective:To investigate the effects of thinned anterolateral thigh perforator flaps combined with finger splitting and webplasty in sequential treatment of degloving destructive wound of total hand.Methods:This study was a retrospective observational study. From January 2012 to January 2023, a total of 15 cases who met the inclusion criteria with degloving destructive wound of total hand were admitted to Ningbo No.6 Hospital, including 10 males and 5 females, aged 17-75 years. The wounds were all combined with exposed bones or tendon. Emergency debridement and vacuum sealing drainage were performed in all cases before flap transplantation in stage Ⅰ. After thorough debridement, the wound area was 11.0 cm×3.0 cm-23.0 cm×13.5 cm. One or both anterolateral thigh perforator flaps with size of 12.5 cm×5.0 cm-25.0 cm×15.5 cm were designed, cut, and thinned to repair the skin and soft tissue defects of the hand. The donor site was sutured directly or repaired with medium-thickness skin graft from the opposite thigh. As needed, the flap was reconstructed by finger splitting and webplasty once or more times every 3 months after stage Ⅰoperation. The survival and complications of flap and wound healing at the donor site were observed after stage Ⅰoperation. The appearance of flap, two-point discrimination distance, and hand function were observed during the follow-up. At the final follow-up, the function of the affected hand was evaluated by the trial standards for evaluation of partial function of upper extremity by the Hand Surgery Society of Chinese Medical Association.Results:After the operation of stage Ⅰ, all the flaps of 15 cases of patients survived completely, including 1 case that had arterial crisis of flap but survived completely after exploration and re-anastomosis of blood vessels; all the wounds at the donor site healed. During the follow-up period of 6 to 18 months after stage Ⅰ, the flap was slightly swollen, with a little pigmentation, and the two-point discrimination distance in the finger flap was 8-11 mm. The fingers could complete the basic life actions such as flexion, extension, pinch, and grip. At the final follow-up, 3 cases were excellent, 9 cases were good, and 3 cases were acceptable in function evaluation of the affected hand.Conclusions:For degloving destructive wound of total hand, free transplantation of one or both thinned anterolateral thigh perforator flaps is used for repair in stage Ⅰ, and finger splitting and webplasty are used to reconstruct the flaps in the later stage, which can basically restore the pinch and grip function of the affected hand that is required for daily life, and is worthy of clinical promotion.

Objective:To investigate the genetic, clinical, and post-treatment characteristics of patients with glycogen storage disease type Ⅲ (GSD Ⅲ).Methods:A retrospective cohort analysis was performed on the genetic and clinical data of 26 cases with GSD Ⅲ who visited the Children's Hospital affiliated with Fudan University from June 2017 to December 2023. The patients were divided into non-missense variation and missense variation groups according to the types of mutation in the AGL gene.The correlation between genotype and phenotype was analyzed. All patients were treated with uncooked cornstarch after diagnosis. The changes before and after treatment were compared in patients who underwent more than twelve months of follow-up. A P value of <0.05 was used to denote statistical significance. Results:Among the 26 cases enrolled, 13 were female and 13 were male, and the median age of diagnosis was 28 (6 to 134) months. A total of thirty-five different types of AGL gene variation were detected, with c.1735+1G＞T (9/52, 17.3%) as the hotspot variation. The common clinical manifestations were elevated aminotransferases (26/26, 100%), hepatomegaly (25/26, 96.2%), fasting hypoglycemia (25/26, 96.2%), hyperketonemia (16/18, 88.9%), hypertriglyceridemia (TG) (20/26, 76.9%), elevated CK (16/25, 64.0%), and an abnormal electrocardiogram (12/16, 75.0%). Four cases (15.4%) had symptoms of myopathy at diagnosis. Liver biopsy was performed in eighteen cases, among whom 83.3% (15/18) had liver fibrosis≥S2. The number of cases with elevated levels of CK ( P＝0.031) and ALT ( P＝0.038)was pronounced in the non-missense variation group compared to that in the missense variation group. There were no statistically significant differences in age, height, liver size, degree of fibrosis, fasting blood glucose (Glu) and TG ( P>0.05). The median follow-up time of 14 cases was 40.5 (20-73) months, with improvement in body stature, reduced liver size, decreased ALT and TG, and improved Glu. However, four (28.6%) cases had new myopathy symptoms with raised CK ( P<0.05) and with advancing age, increased ALT diminished while CK level elevated ( P<0.05). Conclusions:The common clinical manifestations at the early stage of the GSD Ⅲdiagnosis are elevated aminotransferases, hepatomegaly, fasting hypoglycemia, hyperketonemia, high triglycerides, elevated CK, and fibrotic liver in China. Myopathy symptoms may arise following uncooked cornstarch treatment; however, there is significant improvement in height, liver-related, and metabolic parameters.

Objective To investigate the effect of cisplatin treatment on the transcriptional level of human liver cancer cells by conducting transcriptome sequencing analysis after treating human liver cancer cell lines with differ-ent concentrations of cisplatin(CDDP).Methods Liver cancer cell lines HepG2 and Huh7 were incubated with cisplatin at different final concentrations of 0,20,50,100 and 200 μmol/L.After 12 hours,cell viability,immuno-fluorescence and RNA-sequencing(RNA-seq)were performed.Differential gene expression analysis(DEG),KEGG pathway analysis,and protein-protein interaction network analysis were conducted.Results Cisplatin de-creased cell viability and increased DNA damage in HepG2,Huh7 cells.Among the genes regulated after cisplatin treatment at different concentrations,59 genes were commonly up-regulated in both HepG2 and Huh7 cells,while 81 genes were commonly down-regulated.The commonly upregulated genes were mainly enriched in cancer initiation and progression pathways.The 81 commonly down-regulated genes were mainly enriched in Rap1 signaling pathway,Ras signaling pathway,signaling pathways regulating pluripotency of stem cells,axon guidance,and cell adhesion-related pathways.Survival analysis of key nodes in the protein-protein interaction network of commonly up-regulated and downregulated genes revealed a significant correlation between high expression of Jun proto-oncogene,AP-1 transcription factor subunit(JUN)and prolonged patient survival and a significant correlation between low ex-pression of growth arrest and DNA damage inducible alpha(GADD45A)and prolonged patient survival.Conclu-sions The study revealed common transcriptional changes in liver cancer cells under cisplatin treatment.Differential expression of JUN and GADD45A is a potential core mechanism to explain drug resistance.This conclusion provides some important prognostic indicators for clinical treatment.

ObjectiveTo establish an ultra-high performance liquid chromatography-tandem triple quadrupole mass spectrometry（UHPLC-QqQ-MS） for determination of the active ingredients in Erdongtang， and to predict the targets and pathways of anti-insulin resistance action of this formula. MethodThe analysis was performed on an ACQUITY UPLC BEH C₁₈ column（2.1 mm×100 mm， 1.7 μm） with the mobile phase of 0.1% formic acid aqueous solution（A）-acetonitrile（B） for gradient elution（0-3 min， 90%-87%A； 3-6 min， 87%-86%A； 6-9 min， 86%-83%A； 9-11 min， 83%-75%A； 11-18 min， 75%-70%A； 18-19 min， 70%-52%A； 19-22 min， 52%A； 22-25 min， 52%-5%A； 25-27 min， 5%-90%A； 27-30 min， 90%A）. The contents of active ingredients in Erdongtang was detected by electrospray ionization（ESI） and multiple reaction monitoring（MRM） mode under positive and negative ion modes. On this basis， network pharmacology was applied to predict the targets and pathways of Erdongtang exerting anti-insulin resistance effect. ResultThe 20 active ingredients in Erdongtang showed good linear relationships within a certain mass concentration range， and the precision， stability， repeatability and recovery rate were good. The results of determination showed that the ingredients with high content in 15 batches of samples were baicalein（1 259.39-1 635.78 mg·L^-1）， baicalin（1 078.37-1 411.52 mg·L^-1）， the ingredients with medium content were mangiferin（148.59-217.04 mg·L^-1）， timosaponin BⅡ（245.10-604.89 mg·L^-1）， quercetin-3-O-glucuronide（89.30-423.26 mg·L^-1）， rutin（46.91-1 553.61 mg·L^-1）， glycyrrhizic acid（55.97-391.47 mg·L^-1）， neomangiferin（37.45-127.03 mg·L^-1）， nuciferine（0.89-63.48 mg·L^-1）， hyperoside（6.96-136.78 mg·L^-1）， liquiritin（30.89-122.78 mg·L^-1）， liquiritigenin（26.64-110.67 mg·L^-1）， protodioscin（58.57-284.26 mg·L^-1）， the ingredients with low content were wogonin（7.16-20.74 mg·L^-1）， pseudoprotodioscin（5.49-22.96 mg·L^-1）， ginsenoside Rb₁（7.31-23.87 mg·L^-1）， ginsenoside Rg₁（10.78-28.33 mg·L^-1）， ginsenoside Re（7.78-24.76 mg·L^-1）， ophiopogonin D（2.08-4.29 mg·L^-1）， methylophiopogonanone A（0.74-1.67 mg·L^-1）. The results of network pharmacology indicated that the mechanism of anti-insulin resistance exerted by Erdongtang might be related to the phosphatidylinositol 3-kinase/protein kinase B（PI3K/Akt） signaling pathway. ConclusionThe established UHPLC-QqQ-MS has the advantages of simple sample processing， strong exclusivity and high sensitivity， and can simultaneously determine the contents of the main ingredients from seven herbs in Erdongtang， which can lay the foundation for the development of Erdongtang compound preparations. The results of the network pharmacology can provide a reference for the mechanism study of Erdongtang in the treatment of type 2 diabetes mellitus.

Objective To comprehensively understand the dynamic transcriptional landscape during infection through investigating the temporal molecular changes in macrophages RAW 264.7 upon infection with Salmonella typhimurium SL1344.Methods Macrophages RAW 264.7 were infected with Salmonella typhimurium SL1344,and cell samples were collected at 0 h,8 h,and 16 h for RNA-sequencing(RNA-seq).Upstream and downstream analyses of the transcriptome data including differential gene expression,clustering,functional annotation,and mo-lecular network studies were conducted to elucidate the signaling pathways changes in macrophages.Results Infec-ted macrophages exhibited significant morphological and transcriptional changes.Differential gene analysis identified significant upregulation and downregulation patterns.Clustering revealed six gene clusters involving various signaling pathways,such as immune response,membrane transport,and lipid catabolic process.Conclusions Macrophages dynamically respond to Salmonella typhimurium infection,displaying distinct temporal gene expression patterns.The coordinated activation of immune response,membrane transport,and lipid catabolic process pathways implies a multifaceted cellular adaptation to external infections,providing essential insights into the molecular mechanisms of macrophage response to Salmonella typhimurium infection.

Objective:To explore the role of mechanical hemodynamic support (MHS) in mapping and catheter ablation of patients with hemodynamically unstable ventricular tachycardia (VT), report single-center experience in a cohort of consecutive patients receiving VT ablation during MHS therapy, and provide evidence-based medical evidence for clinical practice.Methods:This was a retrospective cohort study. Patients with hemodynamically unstable VT who underwent catheter ablation with MHS at Beijing Anzhen Hospital, Capital Medical University between August 2021 and December 2023 were included. Patients were divided into rescue group and preventive group according to the purpose of treatment. Their demographic data, periprocedural details, and clinical outcomes were collected and analyzed.Results:A total of 15 patients with hemodynamically unstable VT were included (8 patients in the rescue group and 7 patients in the preventive group). The acute procedure was successful in all patients. One patient in the rescue group had surgical left ventricular assist device (LVAD) implantation, remaining 14 patients received extracorporeal membrane oxygenation (ECMO) for circulation support. ECMO decannulation was performed in 12 patients due to clinical and hemodynamic stability, of which 6 patients were decannulation immediately after surgery and the remaining patients were decannulation at 2.0 (2.5) d after surgery. Two patients in the rescue group died during the index admission due to refractory heart failure and cerebral hemorrhage. During a median follow-up of 30 d (1 d to 12 months), one patient with LVAD had one episode of ventricular fibrillation at 6 months after discharge, and no further episodes of ventricular fibrillation and/or VT occurred after treatment with antiarrhythmic drugs. No malignant ventricular arrhythmia occurred in the remaining 12 patients who were followed up.Conclusions:MHS contributes to the successful completion of mapping and catheter ablation in patients with hemodynamically unstable VT, providing desirable hemodynamic status for emergency and elective conditions.

Objective:To investigate the relation between rs2298771 genotype in voltage-gated sodium channels 1A ( SCN1A) polymorphism and antiepileptic drug (AED) response in children with epilepsy. Methods:Sixty-two children with epilepsy admitted to Department of Neurology, Zhangjiakou First Hospital from June 2022 to December 2023 were divided into AED response group and AED resistance group ( n=31) according to their response to AED. In addition, 31 children with pharyngitis or mild gastroenteritis admitted to Department of Pediatrics at the same period were selected as control group. Real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR) was used to analyze the rs2298771 genotype in SCN1A polymorphism, and differences in rs2298771 genotype and allele in SCN1A polymorphism were compared among the 3 groups. Relation between rs2298771 genotype in SCN1A polymorphism and AED response was analyzed. Multivariate Logistic regression was used to analyze the influencing factors for AED response in children with epilepsy. Results:(1) Significant differences in type of first seizure and AEDs were noted between AED response group and AED resistance group ( P<0.05); compared with the AED resistance group, the AED response group had significantly lower seizure frequency, significantly longer duration after last seizure, and statistically higher proportions of children with normal EEG or with one kind of AED ( P?0.05). (2) Compared with the control group and AED response group, the AED resistance group had significantly higher rs2298771 GC genotype and G allele, and statistically lower rs2298771 AA genotype and A allele in SCN1A polymorphism ( P?0.05). (3) In the AED response group, rs2298771 AA and AG genotype in SCN1A polymorphism were positively correlated with levetiracetam ( P?0.05); in AED resistance group, rs2298771 AG genotype in SCN1A polymorphism was positively correlated with topiramate and valproic acid ( P<0.05). (4) Multivariate Logistic regression analysis showed that duration after last seizure ( OR=3.249, 95% CI=1.097-9.621, P=0.033), rs2298771 genotype in SCN1A polymorphism ( OR=9.660, 95% CI=4.680-19.970, P=0.011) and seizure frequency ( OR=0.160, 95% CI=0.032-0.804, P=0.026) were independent influencing factors for AED response in children with epilepsy. Conclusion:Epilepsy children with shorter duration after last seizure, rs2298771 GG genotype in SCN1A polymorphism, and high seizure frequency are susceptible to AED resistance; especially, AG genotype is correlated with topiramate and valproic acid.