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.

BACKGROUND: The optimal antidepressant dosages remain controversial. This study aimed to analyze the efficacy of antidepressants and characterize their dose-response relationships in the treatments of major depressive disorders (MDD). METHODS: We searched multiple databases, including the Embase, Cochrane Central Register of Controlled Trials, PubMed, and Web of Science, for the studies that were conducted between January 8, 2016, and April 30, 2023. The studies are double-blinded, randomized controlled trials (RCTs) involving the adults (≥18 years) with MDD. The primary outcomes were efficacy of antidepressant and the dose-response relationships. A frequentist network meta-analysis was conducted, treating participants with various dosages of the same antidepressant as a single therapy. We also implemented the model-based meta-analysis (MBMA) using a Bayesian method to explore the dose-response relationships. RESULTS: The network meta-analysis comprised 135,180 participants from 602 studies. All the antidepressants were more effective than the placebo; toludesvenlafaxine had the highest odds ratio (OR) of 4.52 (95% confidence interval [CI]: 2.65-7.72), and reboxetine had the lowest OR of 1.34 (95%CI: 1.14-1.57). Moreover, amitriptyline, clomipramine, and reboxetine showed a linear increase in effect size from low to high doses. The effect size of toludesvenlafaxine increased significantly up to 80 mg/day and subsequently maintained the maximal dose up to 160 mg/day while the predictive curves of nefazodone were fairly flat in different dosages. CONCLUSIONS: Although most antidepressants were more efficacious than placebo in treating MDD, no consistent dose-response relationship between any antidepressants was observed. For most antidepressants, the maximum efficacy was achieved at lower or middle prescribed doses, rather than at the upper limit. REGISTRATION No. CRD42023427480; https://www.crd.york.ac.uk/prospero/display_record.php?
Humans ; Antidepressive Agents/therapeutic use* ; Depressive Disorder, Major/drug therapy* ; Dose-Response Relationship, Drug ; Randomized Controlled Trials as Topic

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

Objective To investigate the improvement effect of Necrostatin-1 (Nec-1) on mouse models with immune checkpoint inhibitor (ICI) -associated myocarditis (ICIAM) and potential mechanism. Methods Ten male BALB/c mice aged 6-8 weeks were selected to construct the ICIAM models. The echocardiography and serum myocardial injury markers were used to assess cardiac function of mice. The levels of inflammatory markers including tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β) were detected by enzyme-linked immunosorbent assay (ELISA) and quantitative real-time polymerase chain reaction (qRT-PCR), respectively. Hematoxylin-eosin (HE) staining was used to evaluate myocardial inflammation, and Masson staining was used to evaluate myocardial fibrosis. The expressions of myocardial necroptosis proteins including receptor-interacting protein kinase 1 (RIP1), RIP3, mixed lineage kinase domain-like protein (MLKL) and their phosphorylated forms were detected by Western blotting. The spleen lymphocytes were extracted and co-cultured with HL-1 cell line. Cell viability was measured by cell counting kit-8 (CCK-8). The release of reactive oxygen species (ROS) and changes of mitochondrial membrane potential were observed. RIP1, RIP3, MLKL and their phosphorylated forms were determined. The levels of markers of oxidative stress, including malondialdehyde (MDA), superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px), were measured. Results Nec-1 significantly improved the cardiac function injury of mice induced by ICI, and inhibited the release of TNF-α and IL-1β in plasma of ICIAM mice (P＜0.001); inhibited expressions of phosphorylated RIP1, RIP3 and MLKL (P＜0.05); decreased MDA activity, and increased SOD and GSH-Px activity (P＜0.001). In HL-1 cells, Nec-1 intervention inhibited the RIP1-RIP3-MLKL pathway (P＜0.05), improved decrease of the cell viability induced by lymphocytes (P＜0.001), decreased ROS release, increased mitochondrial membrane potential, inhibited MDA activity, and increased SOD and GSH-Px activities (P＜0.001). Conclusions Necroptosis plays an important role in the occurrence and development of ICIAM，but Nec-1 could alleviate the progression of ICIAM by inhibiting necroptosis induced by oxidative stress in cardiomyocytes; RIP1 maybe a new target in treatment of ICIAM.

A puerpera with a obstetric history of gravida 2, para 2, underwent blood typing due to the presence of agglutination reactions in her serum against all tested red blood cells. She was found to be blood type O and her RhD phenotype was identified as CcDEe through serological testing. The reaction agglutination intensity between her serum and 26 O-type blood cells from the panel was 2+. Whole genome sequencing was performed, yielding data on 4014 single nucleotide polymorphisms (SNPs) and 958 insertion/deletion (INDEL) loci across 50 genes responsible for encoding blood group systems. Among these, only a single SNP , rs72552713 was predicted to be a highly harmful variant, which is the c.376C>T variation in the ABCG2 gene encoding JR blood group antigen, leading to the premature stop codon (p.Gln126Ter). The c.376C>T variation has been named the ABCG2*01N.01 by the working party on Red Cell Immunogenetics and Blood Group Terminology of International Society of Blood Transfusion. The postpartum woman was found to have the Jr(a-) phenotype. Whole genome sequencing can accurately determine the antigens of blood group systems in some difficult specimens.

Extracellular vesicles (EV) are highly heterogeneous nanoscale vesicles secreted by cells. They carry various bioactive molecules derived from the parent cells. EV are widely distributed in various body fluids, showing enormous potential in liquid biopsy and disease treatment. However, conventional flow cytometers face challenges in detecting single EV with a diameter smaller than 300 nm. The nano-flow cytometry (nFCM) developed based on Raleigh scattering and sheath-flow single-molecule fluorescence detection has successfully pushed the detection limit of EV to 40 nm. Through multi-parameter detection at the single-particle level, nFCM enables simultaneous analysis of particle size, particle concentration, and multiple biochemical properties of individual EV. nFCM can be applied to clinical diagnosis and therapeutics based on EV.

Objective:To evaluate the efficacy and safety of hypomethylating agents (HMA) in patients with myelodysplastic syndromes (MDS) .Methods:A total of 409 MDS patients from 45 hospitals in Zhejiang province who received at least four consecutive cycles of HMA monotherapy as initial therapy were enrolled to evaluate the efficacy and safety of HMA. Mann-Whitney U or Chi-square tests were used to compare the differences in the clinical data. Logistic regression and Cox regression were used to analyze the factors affecting efficacy and survival. Kaplan-Meier was used for survival analysis. Results:Patients received HMA treatment for a median of 6 cycles (range, 4-25 cycles) . The complete remission (CR) rate was 33.98% and the overall response rate (ORR) was 77.02%. Multivariate analysis revealed that complex karyotype ( P=0.02, OR=0.39, 95% CI 0.18-0.84) was an independent favorable factor for CR rate. TP53 mutation ( P=0.02, OR=0.22, 95% CI 0.06-0.77) was a predictive factor for a higher ORR. The median OS for the HMA-treated patients was 25.67 (95% CI 21.14-30.19) months. HMA response ( P=0.036, HR=0.47, 95% CI 0.23-0.95) was an independent favorable prognostic factor, whereas complex karyotype ( P=0.024, HR=2.14, 95% CI 1.10-4.15) , leukemia transformation ( P<0.001, HR=2.839, 95% CI 1.64-4.92) , and TP53 mutation ( P=0.012, HR=2.19, 95% CI 1.19-4.07) were independent adverse prognostic factors. There was no significant difference in efficacy and survival between the reduced and standard doses of HMA. The CR rate and ORR of MDS patients treated with decitabine and azacitidine were not significantly different. The median OS of patients treated with decitabine was longer compared with that of patients treated with azacitidine (29.53 months vs 20.17 months, P=0.007) . The incidence of bone marrow suppression and pneumonia in the decitabine group was higher compared with that in the azacitidine group. Conclusion:Continuous and regular use of appropriate doses of hypomethylating agents may benefit MDS patients to the greatest extent if it is tolerated.

AIM:To evaluate the effectiveness of heparin-binding protein(HBP)in combination with organ function indicators for early diagnosis and prognosis prediction in patients with severe trauma complicated with sepsis.METHODS:A retrospective analysis was conducted on 184 patients with multiple injuries who were admitted to the Emergency Medicine Department of the Second Affiliated Hospital of Zhejiang University Medical College between January 2019 and September 2020 and underwent HBP testing.Patients were classified according to the SEPSIS 3.0 diagnostic cri-teria into a sepsis group(n=89)and a non-sepsis group(n=95).Clinical outcomes were tracked,dividing patients into a deceased group(n=43)and a survival group(n=141).HBP levels were continuously measured,and the peak values of the two groups were compared to assess the efficacy of diagnosing sepsis.Further analysis on the correlation of HBP peak value median with clinical prognosis was conducted.The effectiveness of HBP alone and in combination with total biliru-bin(TBil)and white blood cell(WBC)count in prognosis assessment was evaluated.RESULTS:(1)No significant dif-ference was found in the peak level of HBP between the sepsis group(n=89)and the non-sepsis group(n=95)(71.7±68.6 vs 52.5±56.1,P=0.051).(2)Among the 184 patients,the peak level of HBP was positively correlated with WBC count(r=0.244,P<0.01)and TBil levels(r=0.241,P<0.01).(3)The area under curve(AUC)for independent diag-nosis of sepsis using TBil levels,WBC count,and PCT levels were 0.618,0.631,and 0.718,respectively,and the com-bined AUC was 0.684,with a diagnostic sensitivity of 60.7%and specificity of 71.6%(P<0.05).(4)Prognostic analy-sis of mortality showed that patients in the high HBP level group had a significantly higher mortality rate than those in the low-level group(30.4%vs 16.3%,P<0.05).The WBC count was also significantly higher in the deceased group than in the survival group(17.5±6.9 vs 12.8±4.7,P<0.01),especially in those with sepsis(P<0.01).The AUCs for predict-ing sepsis mortality prognosis using HBP peak level,TBil levels,WBC count,SOFA score,and APACHE-II score were 0.618,0.603,0.719,0.823,and 0.811,respectively.The combined AUC of HBP with TBil and WBC for assessing sepsis prognosis was 0.750,with a sensitivity of 74.4%and specificity of 74.5%,showing statistically significant differ-ences(P<0.05).(5)The combined assessment of these three indicators showed no statistically significant difference from artificial scoring systems in predicting sepsis prognosis(P>0.05).CONCLUSION:The combination of HBP,TBil,and WBC is highly effective in predicting the risk of sepsis in patients with multiple injuries and has significant clinical value in predicting the mortality risk of trauma patients with sepsis.

Objective To retrieve,evaluate and summarize the best pertinent evidence on the placement and management of peripheral arterial catheters in critically ill children at home and abroad for clinical references.Methods A systematic search was conducted in related databases on the evidence of the placement and management of peripheral arterial catheters in critically ill children.The spectrum of eligible documents included clinical decisions,guidelines,evidence summaries,systematic reviews,expert consensuses,and norms.The search period was from the establishment of the databases to April 30,2023.The included literature was limited to English and Chinese languages.The quality of the literature was independently evaluated by evidence-based trained investigators and combined with professional judgment to extract information from the literature that met the quality standards.Results A total of 18 articles were included,including 3 guidelines,3 clinical decisions,8 evidence summaries,3 systematic reviews and 1 expert consensus.The best evidence included a total of 27 pieces of evidence in 4 areas,namely the assessment of indwelling peripheral arterial catheters,placement of peripheral arterial catheters,maintenance during the duration of indwelling peripheral arterial catheters,and removal.Conclusion This study summarized the most robust evidence pertaining to the management of peripheral arterial catheters in critically ill children,and provided an evidence-based basis for the standardized placement and management of peripheral arterial catheters in critically ill children.Nursing staff should carefully select and apply evidence according to the actual clinical situation,the wishes of children and parents.

Objective:To explore the clinical value and therapeutic effects of endoscopic nipple-sparing mastectomy combined with immediate breast reconstruction using an oblique pedicled rectus abdominis myocutaneous flap(ORAMF).Methods:The data of patients admitted to Hunan Cancer Hospital from May to September 2023 who underwent breast cancer resection followed by immediate breast reconstruction with ORAMF were analyzed retrospectively. Surgical methods: firstly, axillary anterior sentinel lymph node biopsy and subcutaneous glandular excision for breast cancer were performed through a lateral chest incision using an endoscopic technique. Subsequently, a unilateral ORAMF was prepared by removing the epidermis and creating subcutaneous tunnels on the surface of the rectus abdominis myocutaneous flap under direct visualization. The subcutaneous tunnel of the flap was then extended to the deep surface of the breast with the assistance of an endoscope, allowing for the transfer of the ORAMF to reconstruct the breast. Post surgery, the flap survival was monitored, and after discharge, patients received enhanced anti-scar treatment and functional rehabilitation exercises. Follow-up assessments included the evaluation of the reconstructed breast shape, incision scarring in both the donor and recipient areas, abdominal wall function, tumor recurrence and metastasis.Results:A total of 8 female patients with unilateral breast cancer were included in this study, aged between 27 and 52 years, with a mean age of 41.7 years old. The body mass index of the patients ranged from 19.1 to 22.5 kg/m 2. All patients had early-stage breast cancer. During the operation the average mass of the resected breast was 245 g(ranging from 220 to 285 g). The length of the lateral thoracotomy incision varied from 6.9 to 9.5 cm, with a mean length of 7.7 cm. In 3 cases, the ipsilateral ORAMF was used for breast reconstruction, while in 5 cases, the contralateral ORAMF was utilized. The dimensions of the flap were as follows: length (20.4±0.7) cm, width (10.8±1.5) cm, thickness (5.4±0.9) cm, with the volume of the flap cutting ranging from 19.7 cm×9.2 cm×4.4 cm to 21.2 cm×11.8 cm×5.9 cm. All of the flaps exhibited good blood supply and survived successfully without the need for additional anastomotic vessels. The patients were followed up for a period of 8 to 10 months post-operation, with an average follow-up of 8.7 months. The reconstructed breasts maintained a good shape and texture, showing no contracture or deformation of the flap, and were generally symmetrical with the healthy breast. The incisions in both the flap donor area and the recipient area had healed well, leaving only linear scars, and the function of the abdominal wall was not significantly compromised. No recurrence or metastasis was observed during the follow-up period. Conclusion:The endoscopic technique helps to preserve the integrity of the breast skin tissue to the greatest extent possible, reducing scarring and assisting in the creation of subcutaneous tunnels to facilitate the transposition of the ORAMF for breast reconstruction. For carefully selected patients with moderately small breasts and ample subcutaneous tissue in the lower abdomen, the preparation of a unilateral ORAMF for breast reconstruction can yield superior results. This approach minimizes additional damage to the donor area, enhancing the safety of the surgery while significantly reducing the complexity of the operation.