Objective:To construct a machine-learning model for predicting the progression of pancreatic cystic lesions (PCLs) based on clinical and CT features, and to evaluate its predictive performance in internal/external testing cohorts.Methods:Baseline clinical and radiological data of 200 PCLs in 177 patients undergoing abdominal thin slice enhanced CT examination at Peking Union Medical College Hospital from July 2014 to December 2022 were retrospectively collected. PCLs were divided into progressive and non-progressive groups according to whether the signs indicated for surgery by the guidelines of the European study group on PCLs were present during three-year follow-up. 200 PCLs were randomly divided into training (150 PCLs) and internal testing cohorts (50 PCLs) at the ratio of 1∶3. 15 PCLs in 14 patients at Jinling Affiliated Hospital of Medical School of Nanjing University from October 2011 to May 2020 were enrolled as external testing cohort. The clinical and CT radiological features were recorded. Multiple feature selection methods and machine-learning models were implemented and combined to identify the optimal machine-learning model based on the 10-fold cross-validation method. Receiver operating characteristics (ROC) curve was drawn and area under curve (AUC) was calculated. The model with the highest AUC was determined as the optimal model. The optimal model's predictive performance was evaluated on testing cohort by calculating AUC, sensitivity, specificity and accuracy. Permutation importance was used to assess the importance of optimal model features. Calibration curves of the optimal model were established to evaluate the model's clinical applicability by Hosmer-Lemeshow test.Results:In training and internal testing cohorts, the progressive and non-progressive groups were significantly different on history of pancreatitis, lesions size, main pancreatic duct diameter and dilation, thick cyst wall, presence of septation and thick septation (all P value <0.05) In internal testing cohort, the two groups were significantly different on gender, lesion calcification and pancreatic atrophy (all P value <0.05). In external testing cohort, the two groups were significantly different on lesions size and pancreatic duct dilation (both P<0.05). The support vector machine (SVM) model based on five features selected by F test (lesion size, thick cyst wall, history of pancreatitis, main pancreatic duct diameter and dilation) achieved the highest AUC of 0.899 during cross-validation. SVM model for predicting the progression of PCLs demonstrated an AUC of 0.909, sensitivity of 82.4%, specificity of 72.7%, and accuracy of 76.0% in the internal testing cohort, and 0.944, 100%, 77.8%, and 86.7% in the external testing cohort. Calibration curved showed that the predicted probability by the model was comparable to the real progression of PCLs. Hosmer-Lemeshow goodness-of-fit test affirmed the model's consistency with actual PCLs progression in testing cohorts. Conclusions:The SVM model based on clinical and CT features can help doctors predict the PCLs progression within three-year follow-up, thus achieving efficient patient management and rational allocation of medical resource.

Follicular lymphoma (FL) is an indolent lymphoma derived from B cells, and most patients have a good prognosis, high remission rate and long overall survival. However, approximately 2%-3% of FL patients develop aggressive lymphoma during treatment or surveillance each year. Transformed FL has high heterogeneity and poor prognosis, and may be involved in clonal evolution by a variety of molecular mechanisms such as bcl-2 mutation, myc mutation, histone modification genes mutation, CDKN2A/B deletion and disruptions in the tumor microenvironment. At present, there are no standard biomarkers available to predict the transformation and prognosis. In this paper, the pathological characteristics, gene mutation and tumor microenvironment of FL histologic transformation are reviewed.

Objective To explore the effects of optimized nutrition intervention scheme on nutritional status and clinical outcome during transplantation in the patients with allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods Seventy inpatients with allo-HSCT in this hospital from January to December 2022 were selected as the study subjects and divided into the control group and intervention group by the random number table method,35 cases in each group.The control group conducted the conventional nutritional intervention and the intervention group conducted the optimized nutritional intervention.The nutri-tional indicators[body weight,patient-generated subjective global assessment (PG-SGA),energy and protein intake],levels of total protein (TP),albumin (ALB) and prealbumin (PA),hospitalization duration,hospitali-zation costs and adverse reactions occurrence were compared between the two groups.The differences in the nutritional status and clinical outcomes in the tow groups were comprehensively evaluated.Results Compared with the control group,the body weight decrease ranges in entering the laminar flow ward and on 60 d of transplantation in the intervention group were much less[3.10(1.10,4.80)kg vs. 4.30(3.10,6.70)kg;3.20 (1.00,5.50)kg vs. 4.15(3.33,7.88)kg],the PG-SGA score was lower[(10.43±3.25)points vs. (13.00±3.05) points],the PA level was higher[(189.63±51.29)mg/L vs. (163.83±48.03)mg/L],the energy and protein oral intakes were much more[(753.99±350.66)kcal vs. (539.96±247.65)kcal;(33.87±15.87)g vs. (20.43±12.57)g],the diarrhea occurrence rate was lower (14.3％ vs. 37.1％),and the differences were statistically significant (P<0.05).Conclusion Optimizing the nutritional intervention during allo-HSCT pe-riod is beneficial to improve the nutritional status of the patients,and reduce the incidence rate of adverse reac-tions.

Objective To observe the effect of different concentrations of glutamine(Gln)on the radiosensitivity of colorectal cancer HT-29 cells and explore the possible mechanism.Methods According to different Gln concentrations,HT-29 cells at logarithmical growth were divided into control group(2 mmol/L,as the basal medium concentration group)and experimental groups Ⅰ,Ⅱ and Ⅲ(4,6 and 8 mmol/L).After a 2-hour pre-treatment,all groups were exposed to 8 Gy irradiation of a Co-60 radiation source.CCK-8 assay and clonal formation assay were used respectively to explore the effects of different Gln concentrations on cell viability and cell radiosensitivity after irradiation.The level of reactive oxygen species(ROS)in each group was measured in 24 h after irradiation,and the apoptotic rate was detected with flow cytometry in 48 h after irradiation.The protein expression levels of Nrf2,HO-1,and cleaved-Caspase3 were determined by Western blotting.Results In 24 h after Gln intervention,the cell viability of experimental groups Ⅱ and Ⅲof non-irradiated HT-29 cells was significantly higher than that of the control group and of experimental group Ⅰ(P＜0.05).In 24 h after radiation,the cell viability of each experimental group was significantly higher than that of the control group(P＜0.05).In 14 d after radiation,there were more clone formation in each experimental group than the control group(P＜0.05).The ROS level was significantly lower in each experimental group than the control group in 24 h after radiation(P＜0.05).After 48 h of radiation,the apoptotic rate was notably lower in each experimental group than the control group(P＜0.05).The expression level of Nrf2 in the experimental group Ⅰ was higher than that of the control group(P＜0.05),those of Nrf2 and HO-1 in the experimental groups Ⅱ and Ⅲ were higher than those of the control group and experimental group Ⅰ(P＜0.05).While the expression of cleaved-Caspase3 in the experimental groups Ⅱ and Ⅲ was lower than the control group and experimental group Ⅰ(P＜0.05),and it in the experimental group Ⅲ was lower than that of experimental group Ⅱ(P＜0.05).Conclusion Gln can significantly reduce the radiosensitivity of HT-29 cells,which is associated with its reducing oxidative stress damage and reducing cell apoptosis.Our results suggest that Gln might be detrimental to radiation therapy in patients with colorectal cancer.

Objective:To analyze the distribution of different SF3B1 genotypes in patients with myelodysplastic syndromes (MDS) and its prognostic value.Methods:Totally, 377MDS patients who were initially diagnosed in the First Affiliated Hospital of Nanjing Medical University from January 2014 to January 2022 were included in the retrospective analysis.The patients were divided into three different groups according to mutation stcote of SF3B1, including 317 patients with SF3B1 wild type (SF3B1 WT) (214 males and 103 females, 63(49, 71) years old),39 patients with SF3B1 K700E mutation(SF3B1 K700E(17 males and 22 females, 65(52, 73)years old)) and 21 patients with SF3B1 non-K700E mutation(SF3B1 non-K700E)(13 males and 8 females, 67(63, 73) years old). MDS-related 20 gene mutations were detected using targeted sequencing technology; Survival curves were constructed by the Kaplan-Meier method; Cox proportional hazards model was established to evaluate different factors at diagnosis on survival by univariate and multivariate analyses.. Results:Compared with SF3B1 non-K700E patients, SF3B1 K700E patients had a higher median absolute neutrophil count ( P=0.002) and were likely to be in the low/int-1 International Prognostic Scoring System (IPSS) categories ( P=0.023). A 20-gene targeted sequencing analysis showed that, compared with SF3B1 WT patients, SF3B1 K700E patients were associated with lower frequency of ASXL1 and U2AF1 mutations ( P=0.018 and P=0.003); while compared with SF3B1 non-K700E patients, the frequency of ASXL1 mutation was significantly lower in SF3B1 K700E cases ( P=0.029). Patients with SF3B1 K700E had better overall survival (OS) in comparison with SF3B1 WT and SF3B1 non-K700E in MDS patients ( P<0.001 and P=0.045, respectively). In comparison with SF3B1 WT patients, SF3B1 MUT patients had more favorable OS and progression-free survival (PFS) in MDS without excess blasts ( P<0.001 and P<0.001, respectively), but no significant difference was found in MDS with excess blasts ( P>0.05). Compared with SF3B1 WT patients, SF3B1 K700E patients had superior OS and PFS in the int-1 IPSS category ( P=0.010 and P=0.013, respectively). By multivariable analysis, the presence of SF3B1 K700Ewas an independent predictor of superior OS ( HR=0.461,95% CI 0.262-0.811, P=0.007). Conclusion:SF3B1 K700E and SF3B1 non-K700E patients had significantly improved OS in comparison with SF3B1 WT MDS patients. Furthermore, SF3B1 K700E patients were associated with a better OS compared with SF3B1 non-K700E MDS patients. SF3B1 mutation could not overcome the poor prognostic effect of excess blasts, which highlights the importance of the SF3B1 mutation subtype in risk assessment of MDS without excess blasts.

Objective:To assess the efficacy of induction chemotherapy followed by allogeneic hematopoietic stem cell transplantation (allo-HSCT) in the treatment of FLT3-ITD + acute myeloid leukemia (AML) with normal karyotype. Methods:The clinical data of FLT3-ITD + AML patients with normal karyotype in the First Affiliated Hospital of Nanjing Medical University from Jan 2018 to March 2021 were retrospectively analyzed. Results:The study included 49 patients with FLT3-ITD +AML, 31 males, and 18 females, with a median age of 46 (16-59) years old. All patients received induction chemotherapy, and 24 patients received sequential allo-HSCT (transplantation group) . The median follow-up time was 465 days, the one-year overall survival (OS) from diagnosis was (70.0 ± 7.4) %, and one-year disease-free survival (DFS) was (70.3±7.4) %. The one-year OS was significantly different between the transplantation group and the non-transplantation group [ (85.2 ± 7.9) % vs (52.6 ± 12.3) %, P=0.049]. but one-year DFS [ (84.7 ± 8.1) % vs (55.2 ± 11.9) %, P=0.061] was not. No significance was found in one-year OS between patients with low-frequency and high-frequency FLT3-ITD + ( P>0.05) . There were 12 patients with high-frequency FLT3-ITD + in the transplantation and the non-transplantation groups, respectively. The one-year OS [ (68.8 ± 15.7) % in the transplantation group vs (26.2 ± 15.3) % in the non-transplantation group, P=0.027] and one-year DFS [ (45.5 ± 21.3) % in the transplantation group vs (27.8±15.8) % in the non-transplantation group, P=0.032] were significantly different between the two groups. Conclusion:Induction chemotherapy followed by allo-HSCT can enhance the prognosis of FLT3-ITD + patients, particularly those with FLT3-ITD high-frequency mutation.

Objective:To develop a scale of caregivers′ knowledge, attitude and practice (KAP) on safety precautions of children′s falling from bed in hospital, and test its reliability and validity.Methods:Based on the theory of KAP, the item pool was constructed by literature review and expert consultation. A convenient sampling method was used to investigate 380 caregivers of children admitted to Shanghai Children′s Medical Center, School of Medicine, Shanghai Jiao Tong University in May 2021. The reliability and validity of the scale was tested. Critical ratio method and correlation analysis method were used for item analysis of the scale. Validity analysis was conducted by detecting content validity and construct validity; reliability analysis was conducted by detecting internal consistency reliability and split-half reliability.Results:The formal scale finally developed comprised 17 items in 3 dimensions on knowledge, attitude and practice. The Cronbach′s α coefficient and split-half reliability of the overall scale were 0.739 and 0.841. The content validity of the scale was 0.991, and the content validity of each item was 0.890-1.000. Exploratory factor analysis has extracted 3 common factors, and the cumulative variance contribution rate was 60.57%.Conclusion:The scale of caregivers′ KAP on safety precautions of children′s falling from bed in hospital has good reliability and validity, and can be used as a tool to evaluate the knowledge, willingness or behavior of caregivers' participation in preventing falls.

This study briefly introduces the basic theory of sterilization, the characteristics of ethylene oxide sterilization for medical devices and the key factors about sterilization effectiveness, analyzes and compares three methods used in the product release of medical devices sterilized by ethylene oxide: test for sterility, traditional release and parametric release, and focuses on the theoretical basis, feasibility, validation requirements, advantages and disadvantages of parametric release.
Ethylene Oxide ; Sterilization/methods*

Objective To explore the values of shear wave elastography (SWE) and ultrasonic grading in liver grafts from brain death donor (DBD).Methods Liver grafts of 39 DBD cases were examined preoperatively by ultrasonography (US) and SWE.Blood samples were tested preoperatively.Based upon early allograft function of liver recipients,the donors were classified into early allograft dysfunction (EAD) and early allograft function normal (non-EAD) groups.The SWE/ US grading results of EAD group were compared with those of non-EAD group.Receiver operating curve (ROC) was employed for analyzing the diagnostic accuracy of SWE/US grading in EAD.Results The SWE value of EAD group was significantly higher than that of non-EAD group [(6.65 ± 2.69)vs.(3.50 ± 1.27) kPa,P＜0.05].Ultrasonic grading of EAD group was also significantly higher than that of non-EAD group (P＜0.05).The area under ROC curve (AUROC) of SWE in EAD was 0.939,optimal cut-off value 4.56 kPa,AUROC of ultrasonic grading 0.806 (P =0.003) and optimal cut-off value level 3.5.Conclusions SWE quantifies fibrosis in liver grafts of DBD with a high diagnostic accuracy.There are significant correlations between EAD after liver transplantation and SWE value of liver grafts and ultrasonic grading.SWE and ultrasonic grading may improve the assessments of liver grafts of DBD.

AIM: To study the suppressive effect of glycogen synthase kinase-3β( GSK-3β) knockdown by RNA interference on the formation of keloid .METHODS:Human keloid fibroblasts ( KFB) in vitro were transfected with 3 pairs of specific GSK-3βsmall interfering RNA (siRNA).The best siRNA to inhibit the GSK-3βexpression in human KFB was screen by RT-PCR and Western blot .The expression of GSK-3βand related proteins at mRNA and protein levels in the KFB was determined by RT-PCR and Western blot .RESULTS: The GSK-3βsiRNA1434 remarkably inhibited the expression of GSK-3βat mRNA and proteins levels in the human KFB .After transfection with GSK-3βsiRNA, the protein levels of β-catenin, p-GSK-3β, Wnt2 and cyclin D1 were all decreased.KFB growth became slow.With the extension of time, the inhibition of cell growth increased , and the cell doubling time was significantly delayed .CONCLUSION:siRNA targeting GSK-3βefficiently knocks down the expression of GSK-3βin the human KFB, and inhibits the activation of Wnt signaling pathway , thus inhibiting the growth of keloid .GSK-3βmay be a potential therapeutic target for keloid .