ObjectiveThis study aims to develop a prediction model for the compatibility of Chinese medicinal pairs based on Graph Convolutional Networks （GCN）， named HC-GCN. The model integrates the properties of herbs with modern pharmacological mechanisms to predict pairs with specific therapeutic effects. It serves as a demonstration by applying the model to predict and validate the efficacy of blood-activating herb pairs. MethodsThe training dataset for herb pair prediction was constructed by systematically collecting commonly used herb pairs along with their characteristic data， including Qi， flavor， meridian tropism， and target genes. Integrating traditional characteristics of herb with modern bioinformatics， we developed an efficacy-oriented herb pair compatibility prediction model （HC-GCN） using graph convolutional networks （GCN）. This model leverages machine learning to capture the complex relationships in herb pair compatibility， weighted by efficacy features. The performance of the HC-GCN model was evaluated using accuracy （ACC）， recall， precision， F1 score （F1）， and area under the ROC curve （AUC）. Its predictive effectiveness was then compared to five other machine learning models： eXtreme Gradient Boosting （XGBoost）， logistic regression （LR）， Naive Bayes， K-nearest neighbor （KNN）， and support vector machine （SVM）. ResultsUsing herb pairs with blood-activating effects as a demonstration， a prediction model was constructed based on a foundational dataset of 46 blood-activating herb pairs， incorporating their Qi， flavor， meridian tropism， and target gene characteristics. The HC-GCN model outperforms other commonly used machine learning models in key performance metrics， including ACC， recall， precision， F1 score， and AUC. Through the predictive analysis of the HC-GCN model， 60 herb pairs with blood-activating effects were successfully identified. Among of these potential herb pairs， 44 include at least one herb with blood-activating effects. ConclusionIn this study， we established an efficacy-oriented compatibility prediction model for herb pairs based on GCN by integrating the unique characteristics of traditional herbs with modern pharmacological mechanisms. This model demonstrated high predictive performance， offering a novel approach for the intelligent screening and optimization of traditional Chinese medicine prescriptions， as well as their clinical applications.

This study aims to understand the biological characteristics of Streptococcus dysgalacti-ae of yak origin.Bacterial isolation and identification,drug susceptibility test,virulence gene test and pathogenicity test were carried out on milk samples of yaks from Naqu City to evaluate the bi-ological characteristics of the isolated strains.Meanwhile,molecular biological information such as virulence factors and drug resistance genes were analyzed by whole genome sequencing,and viru-lence genes were verified by PCR.The results showed that a strain of Streptococcus dysgalactiae was isolated from the milk of yak,and its colony morphology was pinpoint size,smooth edge and milky white.This strain is sensitive to many antibiotics(penicillin G,cephalosporin,ciprofloxacin,tetracycline,erythromycin,etc.).Virulence gene test results showed that the strain carries six key virulence genes(cyl,eno,scpB,bca,bac and napr),which may be closely related to its pathoge-nicity.In the pathogenicity test,the mice were listless and less active after infection,but no death occurred during the observation period.The pathological changes of spleen,kidney,liver and lung tissue were found,suggesting that the strain had certain pathogenic potential but not high lethali-ty.Whole genome sequencing data showed that the gene length of this strain was 4 079 280 bp,the GC content was 39.41％,3 964 coding genes were predicted,604 of which were annotated as viru-lence factors,and another 28 gene mutations may enhance its pathogenic ability.Through annota-tion of CARD database,two Pat A resistance genes and two lmrp resistance genes were found,re-vealing their potential resistance mechanism.Through whole genome sequencing technology and bioinformatics analysis method,this study revealed the genomic characteristics,drug resistance and pathogenicity mechanism of Streptococcus dysgalactiae of yak origin.The findings provide impor-tant scientific evidence for further exploration of the pathogenicity,drug resistance mechanisms,and molecular evolution of yak-derived Streptococcus agalactiae.

Background and Aims:Centrally located breast cancer(CLBC),due to its proximity to the nipple-areolar complex,has long been treated primarily with mastectomy,while the oncologic safety of breast-conserving surgery(BCS)remains controversial.This study,based on a large-scale database combined with a real-world cohort,compared the survival outcomes of BCS and mastectomy to evaluate the feasibility and oncologic safety of BCS in CLBC patients.Methods:Data of 10 325 female CLBC patients diagnosed between 2010 and 2015 were extracted from the SEER database,including 5 601 patients who underwent BCS and 4 724 who underwent mastectomy.Propensity score matching(PSM)yielded 1 951 matched pairs,and disease-specific survival(DSS)and overall survival(OS)were compared between groups.Cox regression analyses were performed to identify prognostic factors,and subgroup analyses were conducted.Additionally,an independent validation cohort from Xiangya Hospital,Central South University(2015-2016)included 221 BCS and 636 mastectomy patients,with OS and progression-free survival(PFS)assessed.Results:After PSM,baseline characteristics between groups were well balanced.Kaplan-Meier analysis demonstrated no significant differences in DSS or OS between BCS and mastectomy,and 5-,7-,and 10-year OS rates were comparable(all P＞0.05).Subgroup analyses revealed equivalent outcomes for BCS and mastectomy in patients with T1/T2 disease,different HER2 statuses,and those receiving chemotherapy,while in patients receiving radiotherapy,BCS showed significantly better DSS and OS than mastectomy(both P＜0.05).Multivariate Cox regression identified T,N,and M stage,histologic grade,molecular subtype,ER/PR status,and chemotherapy as independent prognostic factors(all P＜0.05),whereas surgical type was not(P＞0.05).The validation cohort confirmed the SEER findings,with no significant differences in OS or PFS between the two groups(both P＞0.05).Conclusions:BCS provides DSS and OS comparable to mastectomy in CLBC patients and may confer additional survival benefits when combined with radiotherapy.These findings suggest that CLBC should not be considered a contraindication to BCS,supporting BCS as a feasible and safe surgical strategy that offers valuable evidence for individualized clinical decision-making and may help improve patients' quality of life.

Extracellular vesicles (EVs) are crucial for facilitating intercellular communication, promoting cell migration, and orchestrating the immune response. Recently, EVs can diagnose and treat tumors. EVs can be measured as biomarkers to provide information about the type of disease and therapeutic efficacy. Furthermore, EVs with lower immunogenicity and better biocompatibility are natural carriers of chemicals and gene drugs. Herein, we review the molecular composition, biogenesis, and separation methods of EVs. We also highlight the important role of EVs from different origins as biomarkers and drug delivery systems in tumor therapy. Finally, we provide deep insights into how EVs play a role in reversing the immunosuppressive microenvironment.

Antibody-drug conjugates (ADCs) represent a promising class of targeted cancer therapeutics that combine the specificity of monoclonal antibodies with the potency of cytotoxic payloads. Despite their therapeutic potential, the use of ADCs faces significant challenges, including off/on-target toxicity and resistance development. This review examines the current landscape of ADC development, focusing on the critical aspects of target selection and antibody engineering. We discuss strategies to increase ADC efficacy and safety, including multitarget approaches, pH-dependent antibodies, and masked peptide technologies. The importance of comprehensive antigen expression profiling in both tumor and normal tissues is emphasized, highlighting the role of advanced technologies, such as single-cell sequencing and artificial intelligence, in optimizing target selection. Furthermore, we explore combination therapies and innovations in linker‒payload chemistry, which may provide approaches for expanding the therapeutic window of ADCs. These advances pave the way for the development of more precise and effective cancer treatments, potentially extending ADC applications beyond oncology.
Humans ; Immunoconjugates/adverse effects* ; Neoplasms/immunology* ; Animals ; Antibodies, Monoclonal/therapeutic use* ; Antineoplastic Agents/therapeutic use*

Inflammatory breast cancer(IBC)is a rare but highly aggressive subtype of breast cancer characterized by rapid clinical progression and poor prognosis.Although it accounts for only 2%-4%of all breast cancer cases,it is responsible for 8%-10%of breast cancer-related mortality.The etiology of IBC is multifactorial,involving genetic,hormonal,environmental,and socioeconomic factors.Pathologically,IBC is marked by the presence of dermal lymphatic tumor emboli,and molecular subtypes are predominantly HER2-positive and triple-negative,indicating high tumor invasiveness.Diagnosis relies on characteristic clinical manifestations and histopathological confirmation,while imaging techniques such as MRI and PET/CT play important roles in evaluating disease extent and metastasis.Given that IBC is often diagnosed at a locally advanced or metastatic stage,there is currently no specific treatment protocol.Instead,management generally follows the treatment paradigm of non-IBC,emphasizing systemic therapy within a multidisciplinary framework.HER2-positive IBC benefits from chemotherapy combined with dual-targeted anti-HER2 therapy;triple-negative IBC may respond to immune checkpoint inhibitors;and CDK4/6 inhibitors show potential efficacy in hormone receptor-positive subtypes.Despite advancements,the prognosis remains poor,with a high risk of early recurrence and distant metastasis.Prognostic factors include lymph node involvement,molecular subtype,and response to neoadjuvant therapy.As research into the tumor microenvironment and molecular mechanisms deepens,targeted and individualized therapies hold promise for improving outcomes.This review summarizes the epidemiology,pathology,diagnostic criteria,treatment strategies,and prognostic factors of IBC,aiming to inform clinical practice and future research.

Objective To analyze risk factors of hypokalemia after treatment with piperacillin-tazobactam(PTZ)and to provide a reference for safe clinical medication.Methods A retrospective collection of 1 355 inpatients treated with PTZ was conducted.Patients were assigned to the hypokalemia group(serum potassium<3.5 mmol/L,374 cases)and the non-hypokalemia group(serum potassium≥3.5 mmol/L,981 cases)based on whether they suffered from hypokalemia after PTZ treatment.Clinical data were collected and compared in both groups of patients.Multifactorial Logistic regression analysis was used to identify the influencing factors of hypokalemia induced by PTZ.Results In the hypokalemia group,there were 308 cases of mild hypokalemia(82.3%),63 cases of moderate hypokalemia and 3 cases of severe hypokalemia.The incidence of moderate to severe hypokalemia was 4.9%,with the lowest serum potassium concentration recorded at 2.1 mmol/L.The proportion of females,treatment duration,cumulative dosage,age-adjusted Charlson Comorbidity Index(aCCI),the percentage of patients with platelets(PLT)<100×109/L and the proportion of patients using glucocorticoids were all higher in the hypokalemia group than those of the non-hypokalemia group(P＜0.05).Conversely,baseline serum potassium levels and red blood cell(RBC)were lower in the hypokalemia group than those of the non-hypokalemia group(P＜0.05).Multivariate Logistic regression analysis indicated that female,increased cumulative dosage,elevated aCCI and lower baseline serum potassium concentration were risk factors for PTZ induced hypokalemia(P＜0.05).Conclusion Female,lower basline serum potassium level,long-term high-dose use of PTZ and high comorbidity index are risk factors for the occurrence of PTZ-induced hypokalemia.The changes in serum potassium during the medication period of this type of patients should be closely monitored to ensure the safety of drug use for patients.

Purpose To investigate the clinicopathological characteristics,immunophenotype,high-risk human papillomavirus(hrHPV)infection status,treatment,and prognosis of cervical carcinoma exhibiting adenoid cystic car-cinoma(ACC)features.Methods Clinical data from 10 cases of cervical cancer with ACC features were collected.A retrospective analysis was proformed on the patients'clinicopathological data,histological features,and immunopheno-type(EnVision method),along with in situ hybridization detection of hrHPV E6/E7 mRNA covering 18 hrHPV types.Results The median age of the patients was 67.5 years,comprising 4 biopsy specimens and 6 surgical specimens.Except for 2 cases detected incidentally during physical examination,the remaining 8 cases presented with unexplained vaginal bleeding or contact bleeding.The mean tumor diameter was 4.5 cm(range:2.5 to 9.0 cm),and tumor stages were available for 8 patients(5 cases in stage Ⅰ and 1 case each in stages Ⅱ,Ⅲ,and Ⅳ).The follow-up period was 8 to 42 months,excluding 1 case lost to follow-up,2 cases(Ⅲ C1 and ⅣB)died within 1 year after surgery.Histologi-cally,4 cases exhibited pure ACC morphology,while 5 cases were mixed carcinomas(combined with squamous cell carcinoma,adenoid basal cell carcinoma,high-grade neuroendocrine carcinoma,or carcinosarcoma,respectively).The characteristic ACC morphology manifested as cribriform,pseudo-glandular,tubular,trabecular,and/or solid pat-terns with one case mixed carcinoma's lymph node metastasis showing only ACC morphology.Immunohistochemically,all 10 tumors exhibited diffuse strong positivity for p16 and p63,a high Ki67 proliferation index(40％to 90％),and wild-type p53 expression,and in 50％of cases,only a minority of cells were positive for c-MYB.Additionally,SOX10 was positive in 8 of 9 cases and CD117 was positive in 7 of 10 cases,respectively.In situ hybridization for hrHPV E6/E7 mRNA confirmed the presence of transcriptionally active HPV infection in all cases.Conclusion Cervical cancer with ACC features is rare,and predominantly occurs in postmenopausal elderly women.It represents an HPV-associat-ed high-grade carcinoma in which clinical stage is a critical prognostic factor.Immunohistochemical staining for CD117 and SOX10 aids in the pathological diagnosis of this tumor type.

Objective To clone and express the heat shock cognate protein 20 (SjHsc20) of Schistosoma japonicum, and to preliminarily investigate its biological characteristics. Methods The target fragment of the SjHsc20 gene was amplified using PCR assay and cloned into the pET-28a(+) expression plasmid to generate the recombinant expression vector pET-28a(+)-SjH-sc20, which was then transformed into Escherichia coli BL21 (DE3) competent cells. The recombinant SjHsc20 (rSjHsc20) protein was induced with isopropyl β-D-thiogalactopyranoside (IPTG) and purified, and the expression of the rSjHsc20 protein was checked with sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). The immunogenicity of the rSjHsc20 protein was detected using Western blotting, and the transcriptional levels of SjHsc20 were quantified in S. japonicum worms at different developmental stages and in male and female adult worms using real-time quantitative PCR (RT-qPCR) assay. Thirty female BALB/c mice at ages 6 to 8 weeks were divided into three groups, including the rSjHsc20 immunization group, the PBS control group, and the ISA 206 adjuvant group, of 10 mice in each group. Mice in the rSjHsc20 immunization group were subcutaneously immunized with 20 μg rSjHsc20 on days 1, 15 and 31, and animals in the PBS control group were subcutaneously injected with the same volume of PBS on days 1, 15 and 31, while mice in the ISA 206 adjuvant group were subcutaneously immunized with the same volume of ISA 206 adjuvant on days 1, 15 and 31, respectively. All mice in each group were infected with (40 ± 2) S. japonicum cercariae via the abdomen 14 day following the last immunization. Levels of serum specific IgG and its subtypes IgG1 and IgG2 antibodies against rSjHsc20, and the serum titers of anti-rSjHsc20 antibody were detected in mice using indirect enzyme-linked immunosorbent assay (ELISA). All mice were sacrifice 42 days post-infection, and S. japonicum worms were collected from the hepatic portal vein and counted. The eggs per gram (EPG), worm burden reductions and egg burden reductions were estimated to evaluate the protective efficacy of the rSjHsc20 protein. Results The SjHsc20 gene had an open reading frame (ORF) with 756 bp in length and encoded 252 amino acids, and the rSjHsc20 protein had a relative molecular mass of approximately 29 kDa. The rSjHsc20 protein was recognized by the serum of mice infected with S. japonicum and the serum of mice immunized with the rSjHsc20 protein, indicating that rSjHsc20 had a good immunogenicity. There was a significant difference in the transcriptional levels of the SjHsc20 gene among the 7-day (1.001 4 ± 0.065 7), 12-day (2.268 3 ± 0.129 2), 21-day (1.378 5 ± 0.160 4), 28-day (1.196 4 ± 0.244 0), 35-day (1.646 3 ± 0.226 1), 42-day worms of S. japonicum (1.758 0 ± 0.611 1) (F = 38.45, P < 0.000 1), and the transcriptional level of the SjHsc20 gene was higher in the 12-day worms than in worms at other developmental stages (all P values < 0.000 1). The serum levels of anti-rSjHsc20 IgG antibody were 0.106 6 ± 0.010 7, 0.108 3 ± 0.010 4, and 0.553 2 ± 0.069 1 in the PBS control group, ISA 206 adjuvant group, and rSjHsc20 immunization group following the last immunization, respectively, and the serum levels of IgG1 antibody were 0.137 3 ± 0.054 0, 0.181 1 ± 0.096 8, and 1.765 8 ± 0.221 1, while the levels of IgG2a antibody were 0.280 3 ± 0.197 6, 0.274 0 ± 0.146 3, and 1.560 4 ± 0.106 0, respectively. There were significant differences in the serum levels of anti-rSjHsc20 IgG (F = 397.70, P < 0.000 1), IgG1 (F = 401.00, P < 0.000 1) and IgG2a antibodies (F = 229.70, P < 0.000 1) among the three groups, and the serum levels of anti-rSjHsc20 IgG, IgG1 and IgG2a antibodies were higher in the rSjHsc20 immunization group than in the PBS control group and the ISA 206 adjuvant group (all P values < 0.000 1). There was a significant difference in the IgG1/IgG2a ratio among the rSjHsc20 immunization group (1.177 2 ± 0.143 6), the PBS control group (0.428 4 ± 0.199 8) and the ISA 206 adjuvant group (0.559 9 ± 0.181 1) (F = 43.97, P < 0.000 1), and the IgG1/IgG2a ratio was > 1 in the rSjHsc20 immunization group, which was higher than in the PBS control group and the ISA 206 adjuvant group (both P values < 0.000 1). The titers of serum anti-rSjHsc20 antibody were all above 1∶16 384 in the rSjHsc20 immunization group following immunizations on days 1, 15 and 31, indicating that the rSjHsc20 protein had a strong immunogenicity. The mean worm burdens were (16.60±5.75), (15.80±5.58) worms per mouse and (14.40±5.75) worms per mouse in the PBS control group, the ISA 206 adjuvant group and the rSjHsc20 immunization group 42 days post-infection with S. japonicum cercariae (F = 0.50, P > 0.05), and the EPG were 68 370 ± 22 690, 67 972 ± 19 502, and 41 075 ± 13 251 in the PBS control group, the ISA 206 adjuvant group and the rSjHsc20 immunization group (F = 4.55, P < 0.05), with lower EPG in the PBS control group and the ISA 206 adjuvant group than in the rSjHsc20 immunization group (both P values < 0.05). Immunization with the rSjHsc20 protein resulted in a worm burden reduction of 13.25% and an egg burden reduction of 39.92% relative to the PBS control group. Conclusions SjHsc20 is successfully cloned and expressed, and the rSjHsc20 protein induces partial immunoprotective effects in mice, which provides a basis for deciphering the biological functions of SjHsc20 and assessing the potential of SjH-sc20 as a vaccine candidate.