Artificial intelligence technology encompasses a broad intersection of disciplines including informatics,biolo-gy,and logic,and its application in the healthcare field has garnered significant attention in recent years.Electronic medical re-cords(EMRs)contain vast amounts of medical data with potentially immeasurable medical value.Utilizing artificial intelligence technology to mine this potential value can assist clinicians in decision-making,improve diagnostic and treatment efficiency,and enhance service quality,which is of great significance for the development of the healthcare sector.This paper introduces the ap-plication of artificial intelligence technology in data mining of electronic medical records and quality control of medical record con-tent.It also discusses the existing limitations and challenges,while providing insights into future developments.

Objective:To analyze the impact of cecal ligation and puncture (CLP)-induced sepsis on the proliferation and differentiation of intestinal epithelial cells.Methods:① Animal experiment: sixteen male C57BL/6 mice were divided into sham operation group (Sham group) and CLP-induced sepsis model group (CLP group) by random number table method, with 8 mice in each group. After 5 days of operation, the jejunal tissues were taken for determination of leucine-rich-repeat-containing G-protein-coupled receptor 5 (LGR5) and intestinal alkaline phosphatase (IAP) by polymerase chain reaction (PCR). The translation of LGR5 was detected by Western blotting. The expression of proliferating cell nuclear antigen (Ki67) was analyzed by immunohistochemistry. IAP level was detected by modified calcium cobalt staining and colorimetry. Immunofluorescence staining was used to detect the expression of Paneth cell marker molecule lysozyme 1 (LYZ1) and goblet cell marker molecule mucin 2 (MUC2). ② Cell experiment: IEC6 cells in logarithmic growth stage were divided into blank control group and lipopolysaccharide (LPS) group (LPS 5 μg/mL). Twenty-four hours after treatment, PCR and Western blotting were used to analyze the transcription and translation of LGR5. The proliferation of IEC6 cells were detected by 5-ethynyl-2'-deoxyuridine (EdU) staining. The transcription and translation of IAP were detected by PCR and colorimetric method respectively.Results:① Animal experiment: the immunohistochemical results showed that the positive rate of Ki67 staining in the jejunal tissue of CLP group was lower than that of Sham group [(41.7±2.5)% vs. (48.7±1.4)%, P = 0.01]. PCR and Western blotting results showed that there were no statistical differences in the mRNA and protein expressions of LGR5 in the jejunal tissue between the CLP group and Sham group (Lgr5 mRNA: 0.7±0.1 vs. 1.0±0.2, P = 0.11; LGR5/β-actin: 0.83±0.17 vs. 0.68±0.19, P = 0.24). The mRNA (0.4±0.1 vs. 1.0±0.1, P < 0.01) and protein (U/g: 47.3±6.0 vs. 73.1±15.3, P < 0.01) levels of IAP in the jejunal tissue were lower in CLP group. Immunofluorescence saining analysis showed that the expressions of LYZ1 and MUC2 in the CLP group were lower than those in the Sham group. ②Cell experiment: PCR and Western blotting results showed that there was no significant difference in the expression of LGR5 between the LPS group and the blank control group (Lgr5 mRNA: 0.9±0.1 vs. 1.0±0.2, P = 0.33; LGR5/β-actin: 0.71±0.18 vs. 0.69±0.04, P = 0.81). The proliferation rate of IEC6 cells in the LPS group was lower than that in the blank control group, but there was no significant difference [positivity rate of EdU: (40.5±3.8)% vs. (46.5±3.6)%, P = 0.11]. The mRNA (0.5±0.1 vs. 1.0±0.2, P < 0.01) and protein (U/g: 15.0±4.0 vs. 41.2±10.4, P < 0.01) of IAP in the LPS group were lower than those in the blank control group. Conclusion:CLP-induced sepsis inhibits the proliferation and differentiation of intestinal epithelial cells, impairing the self-renewal ability of intestinal epithelium.

Objective:To investigate the effect of the key glycolysis enzyme 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3 (PFKFB3) on the biological activity of hemangioma-derived endothelial cells (HemECs) .Methods:Totally, 4 proliferating infantile hemangioma (IH) tissues and 4 involuting IH tissues were collected. Primary HemECs were isolated from the proliferating IH tissues, and human umbilical vein endothelial cells (HUVECs) served as controls. Immunohistochemical study and Western blot analysis were performed to determine the expression of PFKFB3 in the IH tissues and HemECs, respectively. Cell counting kit-8 (CCK8) assay was conducted to evaluate the effect of PFK15 (a specific inhibitor of PFKFB3) at concentrations of 0 - 10 μmol/L on the proliferation of HemECs, and HemECs treated without PFKFB3 served as the control group. Some in vitro cultured HemECs were treated with 5 μmol/L PFK15, and served as a PFK15 intervention group, while HemECs treated without PFK15 served as a control group; then, the migratory ability of HemECs was assessed by Transwell assay, and the apoptosis level of HemECs was detected by flow cytometry. Comparisons between groups were performed by using t test or analysis of variance. Results:Immunohistochemical study showed that the positive rate of PFKFB3 was significantly higher in the proliferating IH tissues (74.34% ± 5.26%) than in the involuting IH tissues (41.46% ± 2.99%, t = 9.40, P < 0.001). Western blot analysis showed that the relative expression level of PFKFB3 was also significantly higher in HemECs (0.73 ± 0.05) than in HUVECs (0.45 ± 0.04, t = 8.50, P < 0.001). CCK8 assay revealed significantly decreased proliferative activity of HemECs in the 0.625-, 1.25-, 2.5-, 5-, and 10-μmol/L PFK15 groups compared with the control group (all P < 0.01). Compared with the control group, the PFK15 intervention group showed significantly decreased number of migratory HemECs (297 ± 15 vs. 422 ± 8, t = 12.59, P < 0.001), but significantly increased apoptosis rates of HemECs (6.69% ± 0.64% vs. 0.34% ± 0.07%, t = 17.07, P < 0.001) . Conclusion:The key glycolytic enzyme PFKFB3 was highly expressed in the proliferating IH tissues and HemECs, and the PFKFB3 inhibitor PFK15 could suppress the proliferation, migration, and increase the apoptosis of HemECs.

Objective:To analyze the clinical features, differential diagnosis, treatment and prognosis of complex lymphatic malformations.Methods:The clinical data of patients with complex lymphatic malformation were retrospectively analyzed from April 2010 to April 2022 in the Multidisciplinary Outpatient Department of the Vascular Disease Team of West China Hospital, Sichuan University. All patients were diagnosed with complex lymphatic malformation after consultation with multidisciplinary experts in pediatric surgery, radiology, plastic surgery, pathology, rehabilitation and other departments. The clinical manifestations, blood routine, coagulation function, magnetic resonance imaging and treatment methods of the patients were analyzed. According to the follow-up and disease results, the patients were divided into improvement, stability, progress and death.Results:A total of 18 patients with complex lymphatic malformations were included in the study, including 6 males and 12 females. The age of first diagnosis ranged from 1 month to 29 years old, and the median age was 2.5 years old. Patients were followed up and treated for 0.4 to 12.0 years, with an average follow-up of 3.5 years. Ten patients had pleural and pericardial effusion; 15 patients had visceral involvement which showed multifocal changes in imaging examinations; 9 cases were accompanied by bone destruction, which in Gorham-Stout disease patients broke through the cortex while in generalized lymphatic anomalies it did not; 14 patients had various degrees of coagulation abnormalities, of which 8 patients with severe coagulation dysfunction were all diagnosed as kaposiform lymphangiomatosis. Of the 18 patients, one kaposiform lymphangiomatosis patient died; six patients progressed; eight patients were stable; and three patients improved.Conclusion:The clinical characteristics of patients with complex lymphatic malformations are systemic, diverse and complex. The clinical symptoms of patients with diffuse lymphatic malformation accompanied by involvement of bone and multiple internal organs, chest and abdominal effusion, and coagulation dysfunction should be considered as complex lymphatic malformation. However, due to overlapping clinical characteristics of each subtypes, it is difficult to distinguish patients with complex lymphatic malformation, and the curative effect and prognosis are poor. Precision targeted drugs are the future research direction for the treatment of such diseases.

Objective:To analyze the clinical features, differential diagnosis, treatment and prognosis of complex lymphatic malformations.Methods:The clinical data of patients with complex lymphatic malformation were retrospectively analyzed from April 2010 to April 2022 in the Multidisciplinary Outpatient Department of the Vascular Disease Team of West China Hospital, Sichuan University. All patients were diagnosed with complex lymphatic malformation after consultation with multidisciplinary experts in pediatric surgery, radiology, plastic surgery, pathology, rehabilitation and other departments. The clinical manifestations, blood routine, coagulation function, magnetic resonance imaging and treatment methods of the patients were analyzed. According to the follow-up and disease results, the patients were divided into improvement, stability, progress and death.Results:A total of 18 patients with complex lymphatic malformations were included in the study, including 6 males and 12 females. The age of first diagnosis ranged from 1 month to 29 years old, and the median age was 2.5 years old. Patients were followed up and treated for 0.4 to 12.0 years, with an average follow-up of 3.5 years. Ten patients had pleural and pericardial effusion; 15 patients had visceral involvement which showed multifocal changes in imaging examinations; 9 cases were accompanied by bone destruction, which in Gorham-Stout disease patients broke through the cortex while in generalized lymphatic anomalies it did not; 14 patients had various degrees of coagulation abnormalities, of which 8 patients with severe coagulation dysfunction were all diagnosed as kaposiform lymphangiomatosis. Of the 18 patients, one kaposiform lymphangiomatosis patient died; six patients progressed; eight patients were stable; and three patients improved.Conclusion:The clinical characteristics of patients with complex lymphatic malformations are systemic, diverse and complex. The clinical symptoms of patients with diffuse lymphatic malformation accompanied by involvement of bone and multiple internal organs, chest and abdominal effusion, and coagulation dysfunction should be considered as complex lymphatic malformation. However, due to overlapping clinical characteristics of each subtypes, it is difficult to distinguish patients with complex lymphatic malformation, and the curative effect and prognosis are poor. Precision targeted drugs are the future research direction for the treatment of such diseases.

Objective:To analyze demographic and clinical characteristics of infantile hemangioma (IH) , and to explore related risk factors for IH.Methods:A multicenter case-control study was conducted. IH patients (case group) and healthy children (control group) were collected from West China Hospital of Sichuan University, West China Second University Hospital of Sichuan University and Yulin Community Central Hospital of Chengdu from October 2018 to December 2020. The data on patients′ demographic characteristics, and risk factors during their mothers′ pre-pregnancy, pregnancy and perinatal period were collected and retrospectively analyzed. Univariate and multivariate analyses were performed using binary logistic regression.Results:A total of 1 479 patients with IH and 1 086 healthy children were included in this study. There were 456 males and 1 023 females in the case group, with the age being 3.74 ± 2.82 months, and there were 359 males and 727 females in the control group, with the age being 3.95 ± 2.77 months. There was no significant difference in the gender ratio, age, ethnic composition, birth weight or birth height between the case group and control group (all P > 0.05) . IH lesions mostly affected the head and face (564 cases, 38.1%) , followed by the trunk (449 cases, 30.6%) and limbs (356 cases, 24.1%) . At the visit, 1 109 (75.0%) patients presented with proliferating IH, 1 059 (71.6%) with superficial IH, and 1 306 (88.3%) with focal IH. The IH lesion area ranged from 0.01 to 168.00 (6.24 ± 12.91) cm 2, and the segmental IH area ranged from 7.50 to 168.00 (32.17 ± 26.94) cm 2. Univariate logistic regression analysis showed some factors influencing the occurrence of IH (all P < 0.05) , including pre-pregnancy factors (delivery history and miscarriage history) , pregnancy factors (fetal distress, cord entanglement, history of threatened abortion, placenta previa, oligohydramnios, gestational hypothyroidism, gestational anemia, history of progesterone supplementation, history of thyroxine drug use, history of uterus myomas) , and perinatal factors (including fetal position, gestational weeks, premature rupture of membranes and preterm premature rupture of membranes) . Multivariate binary logistic regression adjusted analysis showed that fetal breech presentation, preterm birth, cord entanglement and history of thyroxine drug use during pregnancy did not influence the occurrence of IH (all P > 0.05) ; the delivery history was the strongest independent risk factor for IH (adjusted OR = 5.624, 95% CI: 4.275 to 7.398, P < 0.001) , and gestational hypothyroidism and history of uterus myomas were protective factors for IH. Conclusions:In this study, the average age of IH patients at visit was 4 months, skin lesions mostly occurred on the head and face, and most were superficial and focal in the proliferative stage. The occurrence and development of IH may be associated with placental diseases, hypoxia, maternal hormone levels during pregnancy, etc.

Objective:To investigate the effect of the glucose transporter 1 (Glut-1) inhibitor resveratrol on the activity of infantile hemangioma (IH) -derived endothelial cells (HemEC) .Methods:IH tissues were collected from 4 cases of proliferating IH and 4 cases of involuting IH, and immunohistochemical study was performed to determine the Glut-1 expression. Primary HemEC were extracted from 4 proliferating IH tissues, real-time fluorescence-based quantitative PCR (qPCR) and Western blot analysis were performed to determine the mRNA and protein expression of Glut-1 in HemEC and human umbilical vein endothelial cells (HUVEC) , respectively. HemEC were cultured in vitro and treated with 0 (control group) , 50, 100, 200, 400 and 800 μmol/L resveratrol for 24 hours, respectively. Cell counting kit-8 (CCK8) assay was performed to evaluate the proliferative ability of HemEC in the above groups, and the 50% inhibitory concentration (IC50) was calculated. The migratory ability and apoptosis level of HemEC were assessed by Transwell assay and flow cytometry, respectively. Intergroup comparisons were performed using t test or analysis of variance, and multiple comparisons were performed using least significant difference- t test. Results:Immunohistochemical study showed that Glut-1 was expressed in vascular endothelial cells derived from both proliferating and involuting IH tissues, and the Glut-1 expression was abundant in the proliferating IH but markedly decreased in the involuting IH tissues. The mRNA and protein expression levels of Glut-1 were significantly higher in HemEC (1.793 ± 0.041, 1.959 ± 0.144, respectively) than in HUVEC (0.820 ± 0.073, 0.648 ± 0.046, t = 16.35, 12.28, respectively, both P < 0.001) . After the treatment with Glut-1 inhibitor resveratrol at different concentrations, the proliferative ability of HemEC significantly differed among the control group, 50-, 100-, 200-, 400- and 800-μmol/L resveratrol groups ( F = 1 043.00, P < 0.001) , and was significantly lower in all the resveratrol groups than in the control group (all P < 0.05) . The IC50 of resveratrol was calculated to be 150 μmol/L by using GraphPad Prism 8 software. Transwell assay and flow cytometry showed significantly decreased number of migratory HemEC but significantly increased apoptosis rate respectively in the 150 μmol/L resveratrol group (61 ± 5, 13.01% ± 0.45%, respectively) compared with the control group (150 ± 6, 3.93% ± 0.68%, t = 15.11, 19.34, respectively, both P < 0.001) . Conclusion:The key glycolytic enzyme Glut-1 was highly expressed in proliferating IH tissues and HemEC, and resveratrol could inhibit the proliferation and migration of HemEC, but promote their apoptosis.

Objective:To investigate the similarities and differences in clinical manifestations, lesion features, treatment options and prognosis in patients with kaposiform hemangioendothelioma (KHE) and tufted angioma (TA).Methods:The clinical data of KHE patients and TA patients diagnosed and treated in West China Hospital of Sichuan University from August 2016 to June 2020 were retrospectively analyzed. The similarities and differences in gender, the age of onset, clinical features, complications, histopathology, imaging manifestations, treatment and prognosis of the two diseases were compared. The χ2 test or Fisher’s exact test were used to analyze the qualitative data. The Mann-Whitney U test was used to analyze the quantitative data of the two groups that did not conform to the normal distribution. P<0.05 was considered to be statistically significant. Results:A total of 217 patients were included, including 183 patients with KHE and 34 patients with TA. There was no significant difference between KHE and TA in male to female ratio ( χ2=0.44, P=0.510), the age of onset ( U=2 757.00, Z=-1.09, P=0.278) and the sites of lesion ( χ2=3.64, P=0.162). The mixed type of KHE was the most common, reaching 63.39% (116/183), while the superficial type of TA was the most common, reaching 88.24% (30/34). The lesion diameter of KHE patients was 6.30(4.40, 9.70) cm, which was larger than that of TA patients 2.95(2.05, 4.03) cm, and the difference was statistically significant ( U=967.50, Z=-6.38, P<0.001). KHE is more likely to involve skeletal muscle, and cause thrombocytopenia and severe fibrinogenopenia. KHE mainly involved the dermis, subcutaneous tissue and even deep muscles, and manifested as an infiltrative mass. Magnetic resonance imaging (MRI) showed mass diffuse with high signal on T 2 phase. TA was often a superficial lesion that only involved the subcutaneous fat layer and was lumpy. MRI showed that the high signal was confined to the subcutaneous fat layer. The total effective rate of KHE [KHE(85.79%) vs. TA(91.18%)] and the total effective rate of drug therapy [KHE(85.32%) vs. TA(95.65%)] were lower than those of TA. Conclusions:Compared with TA, KHE has a larger tumor diameter, higher invasiveness, higher risk of complications. In addition, treatment plan was more complicated and treatment response rate was lower in patients with KHE compared with those in patients with TA.

Objective:To investigate the similarities and differences in clinical manifestations, lesion features, treatment options and prognosis in patients with kaposiform hemangioendothelioma (KHE) and tufted angioma (TA).Methods:The clinical data of KHE patients and TA patients diagnosed and treated in West China Hospital of Sichuan University from August 2016 to June 2020 were retrospectively analyzed. The similarities and differences in gender, the age of onset, clinical features, complications, histopathology, imaging manifestations, treatment and prognosis of the two diseases were compared. The χ2 test or Fisher’s exact test were used to analyze the qualitative data. The Mann-Whitney U test was used to analyze the quantitative data of the two groups that did not conform to the normal distribution. P<0.05 was considered to be statistically significant. Results:A total of 217 patients were included, including 183 patients with KHE and 34 patients with TA. There was no significant difference between KHE and TA in male to female ratio ( χ2=0.44, P=0.510), the age of onset ( U=2 757.00, Z=-1.09, P=0.278) and the sites of lesion ( χ2=3.64, P=0.162). The mixed type of KHE was the most common, reaching 63.39% (116/183), while the superficial type of TA was the most common, reaching 88.24% (30/34). The lesion diameter of KHE patients was 6.30(4.40, 9.70) cm, which was larger than that of TA patients 2.95(2.05, 4.03) cm, and the difference was statistically significant ( U=967.50, Z=-6.38, P<0.001). KHE is more likely to involve skeletal muscle, and cause thrombocytopenia and severe fibrinogenopenia. KHE mainly involved the dermis, subcutaneous tissue and even deep muscles, and manifested as an infiltrative mass. Magnetic resonance imaging (MRI) showed mass diffuse with high signal on T 2 phase. TA was often a superficial lesion that only involved the subcutaneous fat layer and was lumpy. MRI showed that the high signal was confined to the subcutaneous fat layer. The total effective rate of KHE [KHE(85.79%) vs. TA(91.18%)] and the total effective rate of drug therapy [KHE(85.32%) vs. TA(95.65%)] were lower than those of TA. Conclusions:Compared with TA, KHE has a larger tumor diameter, higher invasiveness, higher risk of complications. In addition, treatment plan was more complicated and treatment response rate was lower in patients with KHE compared with those in patients with TA.

Objective:To investigate differentially expressed long noncoding RNAs (lncRNAs) and mRNAs between proliferating and involuting infantile hemangioma (IH) .Methods:Eight IH specimens were surgically resected from 4 children with proliferating IH and 4 with involuting IH in Department of Pediatric Surgery, West China Hospital, Sichuan University from January to March in 2019. Differentially expressed lncRNAs and mRNAs between proliferating and involuting IH (a P value < 0.05 and a fold change ≥ 2.0) were screened by microarray analysis, and verified by real-time fluorescence-based quantitative PCR (qRT-PCR) . Bioinformatics analysis was further performed, including GO and KEGG pathway analyses of differentially expressed mRNAs, construction of a lncRNA-mRNA co-expression network, and prediction of cis-acting target genes of differentially expressed lncRNAs. Results:A total of 405 differentially expressed lncRNAs and 772 differentially expressed mRNAs were identified between the proliferating and involuting IH specimens by using microarray technology. Of them, 108 lncRNAs and 107 mRNAs were downregulated, 297 lncRNAs and 665 mRNAs were upregulated in the proliferating IH specimens. Four lncRNAs (n335248, ENST00000450864, n333319, and n335185) and 4 mRNAs (EDNRA, IFI6, HK2, and ITGA1) were verified by qRT-PCR, and the results were consistent with those of microarray analysis. GO and KEGG enrichment analyses showed that differentially expressed mRNAs were mainly involved in the biological processes blood coagulation, axon guidance, angiogenesis and cell adhesion. Besides, differentially expressed mRNAs were mostly enriched in the metabolic pathways focal cell adhesion, regulation of actin cytoskeleton, leukocyte transendothelial migration and phosphatidylinositol 3-kinase/serine-threonine protein kinase and other signaling pathways. In addition, a lncRNA-mRNA co-expression network was constructed with 23 mRNAs and 58 lncRNAs with the degree ≥ 15.Conclusion:Lots of differentially expressed lncRNAs and mRNAs were identified between proliferating and involuting IH tissues, and these lncRNAs may play important roles in the development of IH by regulating corresponding target mRNAs.