Objective To explore the value of deep learning models in predicting axillary lymph node(ALN)metastasis of breast cancer based on intratumoral and peritumoral dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI).Methods A retrospective analysis was conducted on cases from Tianjin Medical University Cancer Hospital and Laoshan Branch of Affiliated Hospital of Qingdao University,involving a total of 850 lesions in 850 patients.The region of interest within the tumor was delineated at the largest area of the lesion on the first enhancement images and automatically expanded by 3 mm and 6 mm in a conformal fashion.Deep learning prediction models based on ResNet50 were developed via intratumoral,peritumoral,and intratumoral combined peritumoral models,respectively,and a comprehensive prediction model was developed by integrating semantic features of imaging reports.Cases from Tianjin Medical University Cancer Hospital were randomly divided into training and test cohorts in a 7∶3 ratio,while cases from Laoshan Branch of Affiliated Hospital of Qingdao University served as the external validation cohort.The area under the curve(AUC),accuracy,sensitivity,specificity,F1-score,and Brier-score were calculated,respectively.Results The model incorporating intratumoral,peritumoral(3 mm),and semantic features demonstrated the highest performance,with AUC of 0.801[95％confidence interval(CI)0.765-0.845],0.781(95％CI 0.745-0.817),and 0.752(95％CI 0.700-0.793)in the training cohort,test cohort,and external validation cohort,respectively,and there was no significant difference in AUC between combined model and intratumoral/peritumoral model,respectively,but it demonstrated the higher sensitivity and F1-score,and the lower Brier-score.Conclusion Incorporating peritumoral images into the conventional model based on intratumoral images enhanced the predictive ability of ALN metastasis in breast cancer.

Objective:To evaluate the clinical efficacy and safety of Blinatumomab on the treatment of refractory or relapsed precursor B-cell acute lymphoblastic leukemia (R/R BCP-ALL) in children.Methods:Clinical data of children with R/R BCP-ALL treated with Blinatumomab in the Department of Hematology, Children′s Hospital of Soochow University, from August 2021 to June 2022 were retrospectively analyzed.Children were divided into<45 kg group and ≥45 kg group according to their weight at admission.They were treated with different dosages of Blinatumomab, and bone marrow remission was assessed at about 15 days.Clinical indicators and adverse events during the treatment period were recorded.The rank sum test of two independent samples were used to compare the differences between groups.The Fisher′ s test was used for comparing categorical variables. Results:Among the 16 children with R/R BCP-ALL, 12 cases (75%) achieved complete response (CR) and minimal residual lesion (MRD) turned negative at about 14 days.Among them, 5 out of 9 children with bone marrow primitive naive cell ratio≥0.5 achieved CR, and 7/7 children with bone marrow primitive naive cell ratio<0.5 achieved CR.The peak value of interleukin-6 (IL-6) in children with CR was significantly higher than those without CR ( Z=2.50, P=0.012). Twelve cases achieved CR on bone marrow assessment around day 15, and 3 cases who did not achieve CR remained in remission on day 28, with an efficacy prediction accuracy of 93.8%(15/16). Adverse events included fever, neutropenia, hypokalemia, abnormal liver function, hypocalcemia, edema, rash, hypertension, myocardial damage, abdominal pain, hypotension, and cytokine release syndrome, which were all grade 1.Neurotoxicity and death were not reported. Conclusions:The remission rate of R/R BCP-ALL in children treated with Blinatumomab was high, especially in patients with a low tumor load.The toxicity and adverse events of Blinatumomab treatment are minor and controllable.Day 15 is the optimal time point to evaluate the efficacy of Blinatumomab on children with R/R BCP-ALL, and a higher IL-6 peak can be served as a predictor of its efficacy.

The clinical data of a case with late-onset isolated sulfite oxidase deficiency(ISOD)admitted in the Department of Neurology, Children′s Hospital, Zhejiang University School of Medicine in July 2021 were retrospectively analyzed.Fifteen previously published cases of late-onset ISOD were also reviewed.The patient was a girl, who was hospitalized because of " motor regression with mental retardation for 5 days" at 1 year old.The manifestations of the patient were extrapyramidal symptoms, regression of motor development and seizures.The level of urinary sulfites in the patient was increased.Magnetic resonance imaging (MRI) features were bilateral pallidus and substantia nigra.Gene sequencing suggested a pure missense mutation of the sulfite oxidase( SUOX) gene c. 650(exon5)G>A(p.Arg217Gln). In 16 cases of late-onset ISOD, the median age at onset and diagnosis was 10.5 months and 34.0 months, respectively.The common clinical manifestations were hypotonia (13 cases), seizures (10 cases), movement disorders (9 cases), and ectopia lentis (6 cases). The most common brain MRI feature was pallidus changes (11 cases), followed by lesions of substantia nigra (5 cases), and cerebral atrophy (4 cases). Fourteen cases of late-onset ISOD showed a positive urinary sulfite test.The missense mutation of the SUOX gene was found in 9 cases.It suggested that brain MRI involvement of bilateral pallidus, high excretion of urine sulfites and the missense mutation of the SUOX gene were important diagnostic clues for late-onset ISOD.

Objective:To evaluate the effect of eye-covering pretreatment on acute delirium in ophthalmology preschool-age children who underwent binocular and monocular surgery by general anesthesia.Methods:The 300 preschool-age children who underwent general anesthesia of elective ophthalmic surgery in the Second Affiliated Hospital, Zhejiang University School of Medicine, from August 2019 to February 2021 were selected as the research object. They were divided into control group and blindfold group with 150 cases each by random number-table. Children in the control group received regular education on cartoon animation videos before surgery; children in the blindfold group received eye-covering pretreatment on the basis of cartoon animation videos(monocular surgery with monocular cover, binocular surgery with binocular cover). The Modified Yale Preoperative Anxiety Scale (m-YPAS) , the Nursing Delirium Screening Scale(NU-DESC), the incidence rate of delirium and the score of postoperative nursing difficulty were compared between two groups.Results:The 271 cases were completed in this study, including 129 cases(monocular surgery 66 cases, binocular surgery 63 cases) in the blindfold group and 142 cases (monocular surgery 73 cases, binocular surgery 69 cases) in the control group. The preoperative m-YPAS score, the postoperative NU-DESC score, the incidence rate of acute delirium and postoperative nursing care difficulty score of monocular surgery in the blindfold group , monocular surgery was (40.28 ± 15.02) points, 1.00 (0.00, 2.00) points, 27.3%(18/66), 1.00 (1.00, 2.00) points,and binocular surgery was (41.69 ± 16.35) points, 1.00 (0.00, 2.00), 39.7%(25/63), 1.00(1.00, 2.00); in the control group, monocular surgery was (46.28 ± 15.76) points, 2.00 (1.00, 3.00) points, 67.1% (49/73), 2.00 (1.00, 3.00) points, and binocular surgery was (47.77 ± 14.82) points, 3.00 (2.00, 4.00) points, 82.6% (57/69) and 2.00 (1.50, 3.00) points respectively. The difference between the two groups was statistically significant ( t= -2.29, -2.24, Z values were -5.74 - -2.95, χ2= 32.94, 25.78, all P<0.05). The preoperative m-YPAS score, the postoperative NU-DESC score, the incidence rate of acute delirium and postoperative nursing care difficulty score of monocular surgery patients in the blindfold group had no significantly statistical difference with that of binocular surgery patient (all P>0.05) . Conclusions:Monocular/ binocular eye-covering pretreatment can effectively decrease the preoperative m-YPAS score, the postoperative NU-DESC score, incidence rate of acute delirium and the postoperative nursing care difficulty in preschool-age children who underwent general anesthesia both monocular or binocular surgery. There was no difference in the application effect of monocular or binocular surgery.

Objective:To investigate the mammography, ultrasound and MRI features of breast ductal carcinoma in situ within papillomas (DCIS-WP) and ductal carcinoma in situ in general (DCIS-IG), and to select the appropriate screening methods for breast cancer.Methods:A retrospective analysis of 134 patients with DCIS-WP and DCIS-IG confirmed by pathology from January 2015 to October 2018 was conducted, including 40 patients with DCIS-WP and 94 patients with DCIS-IG. Mammography, ultrasound and MRI images were analyzed based on BI-RADS criteria, to evaluate the missed diagnosis rate and accuracy rate of three imaging methods, and the consistency of preoperative puncture, intraoperative frozen section and postoperative paraffin section was also observed. Qualitative data were compared using the χ 2 test or Fisher′s exact test. Results:The X-ray missed diagnosis rate of DCIS-WP group and DCIS-IG group was 42.50%（17/40） and 5.32%（5/94）, respectively, while the diagnostic accuracy rate was 22.50%（9/40） and 77.66%（73/94） respectively. The difference between the two groups was statistically significant (χ2=28.268, 35.952, P<0.001). In DCIS-WP group and DCIS-IG group, there were 8 and 2 cases with multiple hypoechoic nodules in the lesions, the difference was statistically significant (χ2=20.819, P<0.001); the missed diagnosis rate was 0 and 24.47%（23/94）, the difference was statistically significant ( P<0.05). On MRI, there were 24 cases and 15 cases of DCIS-WP group and DCIS-IG group with the signs of catheter dilation, 21 cases and 16 cases with multiple papillomas background, 15 cases and 12 cases with sparse internal ring manifestations, 19 cases and 13 cases with different sizes, respectively. The difference between the two groups was statistically significant (χ2=26.378, 17.671, 8.524, 14.530, P<0.05). In DCIS-WP group and DCIS-IG group, 12 cases and 82 cases had the same diagnosis of preoperative puncture, intraoperative frozen pathology and postoperative paraffin pathology respectively, and the difference between the two groups was statistically significant (χ2=44.165, P<0.001). Conclusions:The features of DCIS-WP are different from those of DCIS-IG on mammography and ultrasound. DCIS-WP is likely to be missed on mammography as there is less calcification, while it is easier to be detected by ultrasound. MRI has good diagnostic efficacy for both types of DCIS and is helpful in differentiating them.

OBJECTIVE: To analyze the characteristics of skeletal muscle cells gene markers in septic patients by using bioinformatics. METHODS: The differential gene expression of marker microarrays (GSE13205) in skeletal muscle tissue of patients with sepsis was obtained from gene expression omnibus (GEO) database of National Center for Biotechnology Information (NCBI). Gene differential expression analysis was carried out using online GEO2R provided by NCBI. Data processing, analysis and mapping were carried out using online bioinformatics array research tool (BART) and Cytoscpe software, the software of the national resource for network biology. Functional annotation and pathway analysis of differential expression genes were performed using Kyoto encyclopedia of genes and genomes (KEGG) and gene ontology (GO) provided by the database for annotation, visualization and integrated discovery (DAVID), and protein interaction analysis was further performed in search tool for the retrieve of interacting genes/proteins (STRING-DB). RESULTS: The TOP250 genes were extracted from the GSE13205 dataset. A total of 242 differentially expressed genes were included in the analysis. Among them, 78 up-regulated genes and 164 down-regulated genes were identified. After extensive data analysis, these differentially expressed genes were enriched into different biological processes or subsets of molecular functions, mainly enriched in the positive and negative regulation of growth, mineral absorption and other pathways. The 14 most closely related genes among differentially expressed genes were identified from the protein interaction network. CONCLUSIONS The differential expression genes in patients with sepsis were mainly concentrated on cell growth and apoptosis and mediating tumor-related immune function regulation.
Computational Biology ; Gene Expression Profiling ; Gene Ontology ; Gene Regulatory Networks ; Genetic Markers ; Humans ; Muscle, Skeletal/metabolism* ; Sepsis/genetics*

The safety of decitabine as bridging treatment before allogeneic hematopoietic stem cell transplantation (allo-HSCT) in children with refractory hematological malignancies was evaluated.All 11 cases succeeded in hematopoietic reconstitution.The main adverse reaction was hematological toxicity.Neither did infections occur,nor drug-induced liver damage and renal impairment during decitabine administration.Most cases showed grade Ⅰ-Ⅱ gastrointestinal adverse events.One case was diagnosed as severe acute graft versus host disease and died of intracranial hemorrhage on day 61 after allo-HSCT.The other 10 patients survived.Decitabine bridge is a safe regimen before allo-HSCT in children with refractory hematological malignancies.

Objective To compare the efficacy and safety of induction therapy in 3+7 protocol and 3+10 protocol in children with acute myeloid leukemia (AML). Methods Two protocols were carried out in our hospital during January 2010 to January 2015, namely 3+7 protocol(AML-06,A group) and 3+10 protocol (modified AML protocol, B group). A total of 56 cases aged from 1 year-old to 13 year-old were enrolled in A group with male to female ratio at 31:25. Five of them were classified as FAB M1, 25 as M2, 11 as M4, 10 as M5, 2 as M6 and 3 as M7. Another 44 cases aged from 1 year to 12 years were enrolled in B group with a male to female ratio at 26:18, and 17 cases were classified as FAB M2, 14 as M4, 9 as M5, 2 as M6, and 2 as M7. Efficacy and adverse events were compared between the two groups. Results The complete remission rate (CR) of B group was 70.4%, while CR in A group was 48.2%. Considering the CR, 3+10 protocol showed higher efficacy than 3+7 protocol (P< 0.05). The major adverse event was bone marrow suppression. Treatment-related mortality (TRD) in A group was 1.8%, which was lower than that in B group (2.3%). The overall survival rate in A group was 75.0%, which was lower than that in B group (86.4%, P< 0.05). Conclusions The induction therapy of 3+10 protocol and 3+7 protocol showed effectiveness for AML treatment. The 3+10 protocol showed a higher CR than 3+7 protocol with no TRD increase, indicating that the 3+10 protocol should be recommended for AML treatment in children.

Objective: To evaluate the efficiency and safety of low intensity conditional regimen for children with Fanconi anemia (FA) receiving allogenic hematopoietic stem cells transplantation (allo-HSCT). Methods: Four patients diagnosed as Fanconi anemia were enrolled in this study. One patient received HLA-identical sibling donor hematopoietic stem cell transplantation, two patients underwent unrelated donor matched (UD) HSCT, and one patient received unrelated cord blood transplantation. The conditional regimen consisted of Busulfan with low dose of cyclophosphamide. Results: All 4 cases succeeded in allo-HSCT. The median time for neutrophils engraftment was 11(9-15) day, median time to platelets (PLT) engraftment was 12 (8-28) day. One case occurred with grade I of aGVHD, 1 case with hemorrhagic cystitis. No patient happened with hepatic veno-occlusive disease (VOD). Conclusion Low intensity of conditional regimen is efficient and safe which should be recommended for FA patients with HSCT.

Objective To explore the effect of parvovirus B19 (VB19) infection on pediatric leukemia patients. Methods The pediatric leukemia patients were enrolled in the study in the Children's Hospital of Soochow University. Expression levels of VB19-DNA-PCR were detected using the polymerase chain reaction. Positive patients would be monitored and treated by conventional treatment as well until VB19 gene became negative. The data was compared according to the VB19 clearance time, clinical symptoms and blood counts to evaluate the effect. Results In the 3009 samples from 824 pediatric leukemia patients, there were 36 samples (1.2%) from 12 cases (1.5%) of pediatric leukemia paients with positive VB19 infection. Among the positive patients, 11 cases (1.9%) were from 582 with acute lymphoblastic leukemia (ALL) patients and 1 (0.45%) was from 212 with acute myeloid leukemia (AML). According to the treatment stage, 3 cases were in initially diagnosed period, 2 cases in early stage of consolidation chemotherapy, 4 cases in delayed enhanced chemotherapy period, and 3 cases in maintenance chemotherapy period. According to the treatment response, 4 cases were in continuous treatment, 2 cases were sensitive to treatment, and 3 cases were drug resistant. In the drug resistance group, 2 cases developed into the pure red cell aplastic anemia (PRCA). After treatment, one was recovered from PRCA with VB19 cleared, the other one remained PRCA with continuously positive VB19. Conclusions More VB19 virus infection in pediatric ALL happened in delayed enhanced chemotherapy period. The persistent presence of VB19 infection on pediatric leukemia patients is closely related with PRCA.