Objective To explore the efficiency improvement in segmenting neural network with the application of Transformer + U-Net artificial intelligence (AI) and modeling with the application of Python scripts in three-dimensional (3D) printing brachytherapy. Methods A Transformer + U-Net AI neural network model was constructed, and Adam optimizer was used to ensure rapid gradient descent. Computed tomography or magnetic resonance imaging data of patients were standardized and processed as self-made data sets. The training set was used to train AI and the optimal result weight parameters were saved. The test set was used to evaluate the AI ability. Python programming language was used to write an automated script to obtain the output segmentation image and convert it to the STL file for import. The source applicator and needle could be automatically modeled. The time of automatic segmentation and modeling and the time of manual segmentation and modeling were entered by two people, and the difference was verified by paired t-test. Results Dice similarity coefficient (DSC), mean intersection over union (MIOU), and Hausdorff distance (HD95) were used for evaluation. DSC was 0.9341, MIOU was 0.8762, and mean HD95 was 2.516. The mean time of manual segmentation was 1187 s, and the mean time of AI segmentation was 145 s (P < 0.01). The mean time of manual modeling was 321 s, and the mean time of modeling with Python automated scripts was 18 s (P < 0.01). Conclusion The application of Transformer + U-Net automatic segmentation and Python automated scripts can effectively improve work efficiency in the 3D printing brachytherapy for cervical cancer.

OBJECTIVES: To evaluate the short-term clinical efficacy of transcatheter edge-to-edge repair (TEER) in patients with moderate to severe mitral regurgitation. METHODS: Clinical data of patients with moderate to severe mitral regurgitation who underwent TEER in the Department of Cardiology, the First Affiliated Hospital of Xi'an Jiaotong University from April 2021 to May 2024, were retrospectively analyzed, including preoperative baseline clinical and echocardiography data, intraoperative data and 6-month postoperative follow-up data. RESULTS: A total of 67 patients' (47 males and 20 females) data were included, of whom 62 completed 6-month follow-up. The immediately postoperative success rate was 88.1% (59/67), and 83.9% (52/62) patients exhibited mitral regurgitation ≤2+ at 6 months postoperatively, showing significant improvement compared with preoperative (P<0.05). The proportion of patients with mitral regurgitation ≤2+ at 6 months was significantly higher in the degenerative mitral regurgitation (DMR) group than that in the functional mitral regurgitation (FMR) group (P<0.05). The mean mitral valve gradient (MVG) in DMR group was increased from (3.1±1.2) mmHg (1 mmHg=0.133 kPa) to (3.7±1.2) mmHg 6 months after operation (P<0.05), while there was no significant change in FMR group (P>0.05). Compared with those before operation, the N-terminal pro-B-type natriuretic peptide levels in both FMR and DMR groups were significantly lower at 6 months postoperatively (all P<0.05), and the left atrial volume index and left atrial anteroposterior diameter were also significantly lower (all P<0.05). The left ventricular end-diastolic diameter and left ventricular end-systolic diameter were significantly reduced 6 months after operation in the FMR group (all P<0.05), but no significant changes were observed in the DMR group (all P>0.05). The ejection fraction was not significantly changed before and after operation in both groups (all P>0.05). The mitral regurgitation, tricuspid regurgitant, and pulmonary artery pressure were significantly reduced in both groups at 6 months postoperatively (all P<0.05). CONCLUSIONS TEER is effective for moderate to severe mitral regurgitation. The improve-ments in left ventricular remodeling are more pronounced in patients with FMR while the degree of mitral regurgitation is more significant in DMR patients. However, MVG elevation is more common during the follow-up.
Humans ; Mitral Valve Insufficiency/surgery* ; Male ; Female ; Retrospective Studies ; Middle Aged ; Aged ; Treatment Outcome ; Mitral Valve/surgery* ; Cardiac Catheterization/methods* ; Heart Valve Prosthesis Implantation/methods* ; Adult ; Follow-Up Studies

OBJECTIVES: To explore the efficacy of DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy for management of cancer pain and provide reference for its standardized clinical application. Methods and. RESULTS: Recommendations were formulated based on literature review and expert group discussion, and consensus was reached following expert consultation. The consensus recommendations are comprehensive, covering the entire treatment procedures from preoperative assessment and preparation, surgical operation process, postoperative management and traditional Chinese medicine treatment to individualized treatment planning. The study results showed that the treatment plans combining traditional Chinese with Western medicine effectively alleviated cancer pain, reduced the use of opioid drugs, and significantly improved the quality of life and enhanced immune function of the patients. Postoperative follow-up suggested good treatment tolerance among the patients without serious complications. CONCLUSIONS The formulated consensus is comprehensive and can provide reference for clinicians to use DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy. The combined treatment has a high clinical value with a good safety profile for management of cancer pain.
Humans ; Medicine, Chinese Traditional ; Cancer Pain/therapy* ; Drugs, Chinese Herbal/therapeutic use* ; Drug Delivery Systems ; Pain Management/methods* ; China

Due to the constraints of the surgical environment and operational space,laparoscopic surgical instruments employ wire-driven mechanisms.However,factors such as wire rigidity,hysteresis,and motor drive limitations result in the end-effector accuracy of surgical instruments failing to meet ideal requirements.To address the shortcomings of existing multi-degree-of-freedom laparoscopic surgical instruments in achieving end-effector precision,a motion compensation algorithm based on the Autogluon algorithm for a 4-degree-freedom laparoscopic surgical instrument is proposed.A single-degree-of-freedom surgical instrument driven by wire ropes was constructed,and machine learning was utilized to estimate the end-effector position.This estimated position served as a feedback compensation condition to control the end-effector of the surgical instrument.To validate the correctness of this method,it was compared with approaches such as neural networks,linear regression,decision trees,Gaussian processes,and support vector machines.The results demonstrated that the proposed method achieved the smallest mean squared error,maximum error,and mean absolute error,thereby verifying its effectiveness.

Objective To explore the effect of esketamine on the early mental state of patients after modified radical mastectomy.Methods From August 2022 to September 2024,95 patients with breast cancer who received modified radical mastectomy in Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine were selected and divided into control group(48 cases)and experimental group(47 cases)according to random number table method.Patients in both groups were routinely anesthetised and underwent type Ⅱ thoracic nerve block under ultrasound guidance.The experimental group was given a single intravenous injection of esketamine 0.25mg/kg before incision,while the control group was injected with the same amount of physiological saline.The incidence of adverse reactions,visual analogue scale(VAS)score,brain-derived neurotrophic factor(BDNF),tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β),Hamilton depression scale(HAMD)score,Hamilton anxiety scale(HAMA)score,functional assessment of cancer therapy-breast(FACT-B)score were all compared between two groups.Results On the 1st and 3rd day after surgery,the levels of TNF-α and IL-1β,the scores of HAMA and HAMD in experimental group were significantly lower than those in control group,and the level of BDNF was significantly higher than that in control group(P＜0.05).The FACT-B score of experimental group was significantly higher than that of control group at the first clinic after surgery(P＜0.05).On the first day after surgery,there were no significant differences in the incidence of nausea,vomiting,hallucination,nightmare,agitation,lethargy and VAS score between two groups(P＞0.05).Conclusion The subanesthetic dose of esketamine combined with type Ⅱ thoracic nerve block can improve the early postoperative mental status of patients undergoing modified radical mastectomy.

Objective:To investigate a case of antibodies against high-frequency erythrocyte antigens and elucidate the genetic mechanism underlying the blood group.Methods:A Lan-negative patient referred to the Zhejiang Blood Center by Quzhou Hospital of Traditional Chinese Medicine in August 2016 was selected as the study subject. A retrospective study was conducted to collect the proband′s clinical data. The proband′s erythrocyte antigens and unexpected serum antibodies were identified using tube saline and microcolumn agglutination anti-human globulin methods. Antibody specificity was determined by treating erythrocytes with 7 enzymes and 2 chemical reducing agents. Genomic DNA was extracted from the proband′s blood sample for whole genome sequencing (WGS) and erythrocyte blood group gene analysis, with validation by Sanger sequencing. Multiple bioinformatics tools were used to analyze the pathogenicity of the variant. The rare blood group and unexpected antibody specificity were comprehensively determined based on the results of serological and genetic testing. This study has been approved by the Zhejiang Provincial Blood Center Medical Ethics Committee(Ethics No.20190201).Results:The proband was a 91-year-old Han Chinese male with prostatitis, cystitis, and malnutrition in conjunct with emaciation. He had a history of multiple erythrocyte transfusions without observable adverse reactions. Prior to the most recent transfusion, major crossmatch agglutination was observed, which prompted antibody identification. Antibodies against high-frequency antigens were detected in the proband′s serum, with enzyme and reducing agent treatments ruling out antibody specificities associated with 17 blood group systems, e. g., MNS, LU, KEL. WGS analysis identified 4 525 SNPs and 1 046 INDEL variants among erythrocyte blood group genes. Further screening revealed that the proband had a rare blood group due to a homozygous rs755723161 variant. This variant in the ABCB6 gene (c.459delC) has led to a frameshifting mutation (p.Trp154GlyfsTer96), resulting in the Lan-negative rare blood group with a high-frequency antigen deficiency and the production of IgG anti-Lan antibodies in the serum. Conclusion:This study has identified anti-Lan alloantibodies in a Lan-negative patient and, for the first time, elucidated the ABCB6 gene variant underlying the Lan-negative rare blood group in the Chinese population.

Objective:To investigate the clinical characteristics and prognostic significance of germline mutations in patients with myelodysplastic neoplasms (MDS) .Methods:Clinical data from 407 patients with MDS [male, 252; female, 155; median age, 64 (range, 19-85) years] diagnosed at the First Affiliated Hospital of Zhejiang University School of Medicine were retrospectively analyzed. The clinical features and prognostic effects of germline mutations were evaluated.Results:The prevalence of germline mutations in patients with MDS was 5.9% (24/407), peaking at 20.0% in the group aged 21-30 years. The spectrum of germline mutations comprised DDX41 (9 cases, 2.2%), TP53 (3 cases, 0.7%), and single cases of RUNX1, TET2, MPL, CBL, ATRX, CEBPA, ETV6, IDH1, KDM5C, SBDS, GNAS, and CTC1. Patients with germline mutations exhibited significantly lower peripheral WBC counts than those without (1.87×10 9/L vs 2.50×10 9/L, P=0.018), but showed comparable median overall survival (21.3 months vs 21.1 months, P=0.97). Patients with DDX41 germline mutations, compared with those with other germline mutations, had a significantly older median age (65 vs 54 years, P=0.010), lower WBC counts (1.51×10 9/L vs 2.31×10 9/L, P=0.040), increased mean corpuscular volume (111.80 fl vs 97.25 fl, P=0.003), and a higher prevalence of normal karyotypes (100.0% vs 53.3%, P=0.022). The most frequently co-occurring somatic mutations in DDX41 germline mutation carriers were ASXL1, TET2, and RUNX1. Conclusion:In this study, the detection rate of germline mutations in MDS patients was 5.9% (24/407), peaking at 20% in the group aged 21-30 years. DDX41 and TP53 were the most prevalent germline mutations. DDX41 mutation carriers displayed distinct clinical characteristics; however, germline mutations overall showed no significant prognostic effect.

Objective To explore the efficacy of DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy for management of cancer pain and provide reference for its standardized clinical application.Methods and Results Recommendations were formulated based on literature review and expert group discussion,and consensus was reached following expert consultation.The consensus recommendations are comprehensive,covering the entire treatment procedures from preoperative assessment and preparation,surgical operation process,postoperative management and traditional Chinese medicine treatment to individualized treatment planning.The study results showed that the treatment plans combining traditional Chinese with Western medicine effectively alleviated cancer pain,reduced the use of opioid drugs,and significantly improved the quality of life and enhanced immune function of the patients.Postoperative follow-up suggested good treatment tolerance among the patients without serious complications.Conclusion The formulated consensus is comprehensive and can provide reference for clinicians to use DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy.The combined treatment has a high clinical value with a good safety profile for management of cancer pain.

OBJECTIVE: To investigate a case of antibodies against high-frequency erythrocyte antigens and elucidate the genetic mechanism underlying the blood group. METHODS: A Lan-negative patient referred to the Zhejiang Blood Center by Quzhou Hospital of Traditional Chinese Medicine in August 2016 was selected as the study subject. A retrospective study was conducted to collect the proband's clinical data. The proband's erythrocyte antigens and unexpected serum antibodies were identified using tube saline and microcolumn agglutination anti-human globulin methods. Antibody specificity was determined by treating erythrocytes with 7 enzymes and 2 chemical reducing agents. Genomic DNA was extracted from the proband's blood sample for whole genome sequencing (WGS) and erythrocyte blood group gene analysis, with validation by Sanger sequencing. Multiple bioinformatics tools were used to analyze the pathogenicity of the variant. The rare blood group and unexpected antibody specificity were comprehensively determined based on the results of serological and genetic testing. This study has been approved by the Zhejiang Provincial Blood Center Medical Ethics Committee(Ethics No.20190201). RESULTS: The proband was a 91-year-old Han Chinese male with prostatitis, cystitis, and malnutrition in conjunct with emaciation. He had a history of multiple erythrocyte transfusions without observable adverse reactions. Prior to the most recent transfusion, major crossmatch agglutination was observed, which prompted antibody identification. Antibodies against high-frequency antigens were detected in the proband's serum, with enzyme and reducing agent treatments ruling out antibody specificities associated with 17 blood group systems, e.g., MNS, LU, KEL. WGS analysis identified 4 525 SNPs and 1 046 INDEL variants among erythrocyte blood group genes. Further screening revealed that the proband had a rare blood group due to a homozygous rs755723161 variant. This variant in the ABCB6 gene (c.459delC) has led to a frameshifting mutation (p.Trp154GlyfsTer96), resulting in the Lan-negative rare blood group with a high-frequency antigen deficiency and the production of IgG anti-Lan antibodies in the serum. CONCLUSION This study has identified anti-Lan alloantibodies in a Lan-negative patient and, for the first time, elucidated the ABCB6 gene variant underlying the Lan-negative rare blood group in the Chinese population.
Humans ; Male ; Blood Group Antigens/immunology* ; Aged, 80 and over ; Retrospective Studies ; ATP-Binding Cassette Transporters

Objective To explore the mechanism of Wenyang Yiqi Huoxue Prescription(WYYQHXP)in the treatment of chronic heart failure(CHF)by regulating miR-126-3p and PI3K/Akt signaling pathway based on network pharmacology and experimental studies.Methods Active components and targets of WYYQHXP were obtained through TCMSP,SwissTargetPrediction,SwissADME and PubChem.Four miRNA databases were used to obtain miR-126-3p targets,and four disease databases were used to obtain CHF related targets.The intersection of the three was taken as the potential target of action;the protein-protein interaction network relationships of potential targets were explored using STRING and Cytoscape 3.9.1 software,and the main active components and core targets were screened;GO and KEGG pathway enrichment analysis was performed using R 4.2.1 software;Molecular docking was performed on the main active components with the core targets.Isoproterenol was used to induce a rat model of CHF with qi deficiency and blood stasis syndrome,and intervened with WYYQHXP.MiR-126-3p and core target expression in coronary endothelial cells were detected by immunohistochemistry,RT-qPCR,and Western blot.Results Network pharmacology screened main active components of WYYQHXP,including β-sitosterol,doustanol,kaempferol,quercetin,baicalein and luteolin,and the core targets of EGFR,VEGFA and AKT1;KEGG was enriched to the signaling pathways such as PI3K/Akt,and the 3 core targets were distributed to the PI3K/Akt signaling pathway;molecular docking showed good binding ability of β-sitosterol and stigmasterol to three core targets.Animal experiments showed that WYYQHXP could increase left ventricular ejection fraction and left ventricular fractional shortening in model rats(P<0.01),reduce serum brain natriuretic peptide content(P<0.01),increase expression of miR-126-3p(P<0.05,P<0.01,P<0.001),the medium-dosage of WYYQHXP could increase mRNA and protein expressions of EGFR,PI3K,AKT1 and VEGFA in coronary endothelial cells(P<0.01).Conclusion WYYQHXP may activate PI3K/Akt signaling pathway by acting on miR-126-3p,thereby restoring endothelial dependent vasodilation of coronary arteries,repairing endothelial dysfunction of coronary arteries,and treating CHF.