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Objective Explore the feasibility and accuracy of using deep learning techniques for gender inference in panoramic dental radiography images of Chinese Han population.Methods A total of 10,600 OPG images from Han individuals aged 18 to 70(5,300 males and 5,300 females)were collected and randomly divided into training set,validation set,and test set in an 8:1:1 ratio.MobileNetV2,Swin Transformer Small,and Swin Transformer Tiny models were trained,and the classification performance of the models was evaluated and visually displayed using accuracy,F1 score,and Grad-CAM algorithm.Results The accuracy of MobileNetV2,Swin Transformer Small,and Swin Transformer Tiny models was 97.57%,95.13%,and 96.28%respectively,with MobileNetV2 model showing the best overall performance.The Grad-CAM algorithm revealed that male OPG images mainly focused on the left and right mandibular branches and alveolar bone,while female OPG images mainly focused on the maxillary sinus,left mandibular branch,and posterior alveolar bone.Conclusion This study demonstrates that the gender inference model based on deep learning techniques for OPG images of Chinese Han population has high accuracy and generalization ability,providing a new approach for forensic gender determination in forensic medicine.
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Objective:To investigate the clinical efficacy, safety and compliance of Voriconazole suspension formula on the prevention and treatment of invasive fungal infection (IFI) in children with allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods:Clinical data of 25 children treated Voriconazole suspension formula for the prevention and treatment of IFI during the period of allo-HSCT in the Department of Pediatrics, the First Affiliated Hospital of Zhengzhou University from August 1, 2020 to April 30, 2021 were retrospectively analyzed.The plasma trough concentration of Voriconazole was detected by high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS), and the genotype of CYP2C19 was detected by polymerase chain reaction-restriction fragment length polymorphism (RFLP). The effect of CYP2C19 genotype on Voriconazole trough concentration was analyzed by rank-sum test, and Fisher′ s accurate test was used to analyze the influence of severity of gastrointestinal mucositis on serum trough concentration of Voriconazole in children with allo-HSCT. Results:A total of 25 children, including 18 males and 7 females were recruited.The median age at allo-HSCT was 6 (2-13) years.After initial administration of conventional dose of Voriconazole suspension formula during transplantation, plasma trough concentration of Voriconazole was intermittently monitored.Only 13 cases (52.0%) reached the target plasma trough concentration, 11 cases(44.0%) reached the target plasma trough concentration after adjusting the dose according to the plasma concentration, and 1 cases(4.0%) failed to reach it after increasing the dose twice.Genotype detection of CYP2C19 was performed in 20 children, involving 4 cases of poor metabolizers (PM), 9 cases of intermediate metabolizers (IM), 6 cases of extensive metabolizers (EM), and 1 case of ultra extensive metabolizer (UEM). A significant difference in plasma trough concentration was detected among all groups ( F=24.012, P<0.01). During the transplantation, 12 cases developed mild to moderate gastrointestinal mucositis, and 7 cases had severe gastrointestinal mucositis.The stan-dard rate of plasma trough concentration in children with severe gastrointestinal mucositis (1/7 cases, 14.3%)was significantly lower than those with mild to moderate gastrointestinal mucositis (9/12 cases, 75.0%) ( P=0.02). Five children (71.4%) with severe gastrointestinal mucositis could reach the target trough concentration after increasing the drug dose, suggesting that severe gastrointestinal mucositis had a great influence on the plasma concentration of Vorico-nazole suspension.The incidence of IFI in 25 children with allo-HSCT was 0, and the compliance of children taking Voriconazole dry suspension was 100.0%.The incidence of adverse reactions was 24.0% and all adverse reactions were relieved after symptomatic treatment. Conclusions:The plasma concentration of Voriconazole varies greatly among children and in different states of the same patient.Therefore, it is necessary to monitor the trough concentration of the drug and adjust the drug dose.The use of Voriconazole suspension formula for the prevention and treatment of fungal infection during allo-HSCT in children is clinically safe and effective, with a good compliance in children.
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Objective:To investigate the clinical characteristics and treatment of bronchiolitis obliterans syndrome (BOS) after hematopoietic stem cell transplantation (HSCT) in children.Methods:Clinical data of 7 patients with BOS after HSCT in the Department of Hematology and Oncology, Children′s Hospital, the First Affiliated Hospital of Zhengzhou University from September 2015 to June 2019, who had a survival of longer than 100 days were retrospectively analyzed.Results:At the last follow-up visit, the incidence of BOS was 4.6%(7/152 cases), including 5 males and 2 females.The median time from HSCT to the diagnosis of BOS was 15 (9-27) months.Among the 7 cases, 5 cases had dry cough and shortness of breath after activity, and 2 cases had no obvious clinical symptoms.Pulmonary function was moderate in 5 cases and severe in 2 cases of obstructive ventilatory disorder.High-resolution CT showed mosaic sign in 5 cases and bronchial wall thickening in 4 cases.Bronchoalveolar lavage (BAL) was performed in 4 cases, and flocculent secretion was found in the bronchus.Membranous substance was formed in the bronchus in 3 cases, and some lumens were completely occluded and dredged by foreign body forceps.After treatment with Fluticasone, Azithromycin and Montelukast sodium (FAM regimen), the pulmonary function of 5 cases(71.4%) was significantly improved, but ineffective in 2 cases.Conclusions:BOS after HSCT in children mainly begins with dry cough and shortness of breath after activity.Regular screening of pulmonary function is beneficial to identify asymptomatic children.BAL can clear inflammatory cytokines, which is conductive to the following drug treatment.If necessary, foreign forceps should be used to dredge the occluded bronchus to relieve symptoms quickly.FAM regimen is an effective treatment method, and timely adjustment of treatment according to the disease situation can improve the prognosis.
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Objective:To investigate the clinical value of the expression levels of biological protein markers regenerating islet-derived protein 3-alpha(REG3α), soluble tumor suppressor factor 2(sST2) and tumor necrosis factor receptor 1(TNFR1) in peripheral blood in the diagnosis and efficacy evaluation of intestinal acute graft-versus-host disease (aGVHD) in children after allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods:Retrospective analysis of 50 children who underwent allo-HSCT, in the Department of Pediatrics, the First Affiliated Hospital of Zhengzhou University from January 2020 to February 2021 were enrolled, including 39 males and 11 females [median age: 8.5 (1-13) years]. The expression levels of above 3 biological proteins were detected before transplantation, 1 week, 2 weeks, 3 weeks, 5 weeks, 7 weeks, 9 weeks, 11 weeks and 13 weeks after transplantation, when intestinal aGVHD occured, and after treatment.Children with intestinal aGVHD were taken as the observation group, and children without intestinal aGVHD were taken as the control group.Whether differences in the expression levels of the 3 biological proteins in the peripheral blood of the 2 groups of children were statistically significant was analyzed.The receiver operating characteristic(ROC) curve was used to evaluate the diagnostic value of the above three biological proteins for intestinal aGVHD, and independent sample t test was performed to compare the expression levels of the 3 biological proteins before and after treatment in children with intestinal aGVHD. Results:(1) The concentrations of REG3α, sST2, and TNFR1 in the peripheral blood of the observation group were (33 985.42±24 631.33) ng/L, (139 899.66±115 825.65) ng/L, (3 041.65±2 418.72) ng/L, respectively, which were higher than the control group of (7 457.39±4 547.49) ng/L, (32 059.57±23 452.85) ng/L, (1 944.51±1 170.35) ng/L, the difference was statistically significant ( t=6.04, 5.19, 2.17, all P<0.05). (2) The area under ROC curve (AUC) of REG3α combined with sST2 in the diagnosis of intestinal aGVHD was 0.952 (95% CI: 0.851-0.992, P<0.001), the maximum Youden index was 0.894, the corresponding sensitivity was 83%, and the specificity was 99%.Its diagnostic value was better than REG3α, sST2 and TNFR1 ( Z=1.763, 1.332, 3.001, all P<0.05). (3) The concentrations of REG3α, sST2, and TNFR1 before treatment in the peripheral blood of children having received effective treatment were (31 343.01±25 364.71) ng/L, (146 629.52±110 501.04) ng/L and (2 489.00±859.70) ng/L, respectively, which were (12 104.37±11 704.60) ng/L, (93 539.55±81 920.93) ng/L and (2 048.15±813.47) ng/L after treatment, lower than those before treatment.The expression levels of REG3α and sST2 were significantly reduced ( t=-3.23, -2.10, all P<0.05), while the difference of the expression level of TNFR1 before and after treatment was not statistically significant ( P>0.05). Conclusions:REG3α and sST2 can be used as important reference indicators for clinical auxiliary diagnosis of intestinal aGVHD, and have good auxiliary diagnostic value.REG3α and sST2 can be used as objective indicators to evaluate the efficacy of clinical treatment of intestinal aGVHD.
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Objective:To examine the clinical experience and efficacy of unrelated cord blood transplantation (UCBT) in the treatment of recurrent refractory Epstein-Barr virus-associated hemophagocytic lymphohistiocytosis (EBV-HLH) in children.Methods:The clinical data of a patient with recurrent refractory EBV-HLH and intestinal perforation who was treated by UCBT in Department of Pediatrics, the First Affiliated Hospital of Zhengzhou University in September 2015 and finally cured were retrospectively analyzed.Meanwhile, literature was reviewed.Results:The patient, male, 1 year and 6 months, was admitted to the hospital with " fever for 15 days, rash for 9 days" as the main complaint, mainly manifested as high fever, large liver, spleen, lymph nodes, rapidly progressing pancytopenia, liver function damage, phagocytic blood cells on bone marrow smear, diagnosed as EBV-HLH in September 2015.The patient received chemotherapy according to the HLH-2004 protocol developed by the International Association of Cell Societies.During the treatment, he suffered two recurrence during the maintenance period, and a second-line rescue treatment was adopted, namely, " Pegaspargase, Doxorubicin liposome, Etoposide and Methylprednisolone" (L-DEP regimen) chemotherapy.The complete relief of diagnostic indexes for hemophagocytic lymphohistiocytosis was evaluated after chemotherapy.The patient developed sudden intestinal perforation and underwent emergency surgical surgery, enteroenterostomy.After the condition was stabilized, the patient was pretreated with the " Fludarabine+ Busulfan+ Cyclophosphamide" (Flu+ BU+ CY) therapy and then treated with UCBT, with intravenous nutritional support provided during the entire process.Neutrophil and platelet implantation was implemented on day 13 and day 35 after transplantation, respectively.The chimeric rate was 100%, and the implantation was a success.Hepatic veno-occlusive disease, fungal pneumonia and skin graft-versus-host disease (GVHD) Ⅱ occurred on the 15 th day, 22 nd day and 26 th day after transplantation, respectively.The corresponding symptoms improved after treatment.On day 49 after transplantation, phase Ⅱ " enterostomy fistula" was performed.The patient was followed up to 70 months after transplantation, and generally in good condition.His symptoms relieved, and no chronic GVHD and other comorbidities occurred. Conclusions:Allogeneic hematopoietic stem cell transplantation is the only possible effective means of treating relapsed refractory EBV-HLH in children.In the absence of a suitable sibling or unrelated donor, unrelated cord blood stem cells can be used as a graft source.Enterostomy after intestinal perforation is not contraindicated for transplantation.
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Objective:To explore the clinical efficacy and safety of Ruxolitinib, a Janus kinase inhibitor, in combination with Methylprednisolone as a bridge to allogeneic hematopoietic stem cell transplantation (allo-HSCT) for relapsed/refractory Epstein-Barr virus-associated hemophagocytic syndrome (EBV-AHS) in pediatric patients.Methods:The clinical data of 4 patients with relapsed/refractory EBV-AHS treated with Ruxolitinib in combination with Methylprednisolone as a bridge to allo-HSCT at the Department of Pediatrics, the First Affiliated Hospital of Zhengzhou University from August 2018 to February 2020 were retrospectively analyzed, and the disease characteristics, diagnosis and treatment process, clinical experience and related research progress were analyzed and summarized.Results:Among 4 patients with relapsed/refractory EBV-AHS, 2 patients were treated with low-dose Ruxolitinb in combination with Methylprednisolone for 6-10 weeks after partial remission.The disease did not progress, and they survived after being bridged to allo-HSCT.One patient was treated with large-dose Ruxolitinib in combination with Methylprednisolone due to the intolerance to chemotherapy, with the biochemical indicators of hemophagocytic syndrome significantly improved, and then the bridging to allo-HSCT was performed 2 months ago and this patient survived.One patient with EBV-AHS relapsed was relieved by chemotherapy again, then was given maintenance therapy with Ruxolitinib and Methylprednisolone, but the condition still progressed and the treatment was ineffective.This patient underwent allo-HSCT for salvage treatment more than 1 year ago and survived.Except that 1 patient developed mild anemia, the other 3 patients had no significant Ruxolitinib-related toxicities.Conclusions:Ruxolitinib in combination with Methylprednisolone can be safely employed as a salvage treatment for pediatric patients with relapsed/refractory EBV-AHS and a bridge to allo-HSCT, which has favorable safety, efficacy and tolerance in clinical practice.
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Objective:To investigate the mechanism of programmed death 1(PD-1)/ programmed death ligand 1(PD-L1) signaling pathway and its feasibility as a potential therapeutic target and prognostic predictor by detecting the expressions, of PD-1 and PD-L1 in bone marrow mononuclear cells of children with acute lymphoblastic leukemia (ALL), and to provide new ideas for the diagnosis and treatment of ALL as well.Methods:Bone marrow samples were collected from 59 children with ALL in the First Affiliated Hospital of Zhengzhou University from September 2018 to July 2019.Flow cytometry was applied to detect the expression of PD-1 and PD-L1 in bone marrow mononuclear cells in 59 ALL patients, including 47 newly-diagnosed ALL patients and 12 relapsed ALL patients, respectively, at initial diagnosis, after induction therapy and early intensive treatment.Their relevant clinical data were collected and compared with the bone marrow specimens of 12 children suffering from non-malignant blood diseases as the control group of the same hospital during the same period.Results:There was no significant difference in the expression of PD-1 in the bone marrow mononuclear cells of the primary diagnosis group, recurrence group and control group ( H=2.402, P>0.05). The expression of PD-L1 in the relapsed and refractory group [(7.32±3.60)%] and the newly diagnosed group [(3.18±2.37)%] was higher than that in the control group [(0.84±0.39)%], and the differences were statistically significant ( H= 28.048, P<0.05). In the initial treatment group, the expression of PD-L1 in the bone marrow mononuclear cells was the strongest expression before treatment ( B=1.293), followed by after induction treatment ( B=0.036) and after early intensive treatment ( B=0.000), suggesting that there was a downward trend as the continued treatment.The expression of PD-L1 was the weakest expression in the low-risk group ( B=-3.912) than in the medium-risk group ( B=-3.595) and high-risk group ( B=0.000), revealing that the expression of PD-L1 is related to the risk grades of ALL.The higher the risk rating is, the higher the PD-L1 protein expression is. Conclusions:The high expression of PD-L1 may be involved in the pathogenesis and be used as an adverse predictor of ALL childhood and an evaluation index of chemotherapy efficacy.PD-1 / PD-L1 signaling pathway may be a potential therapeutic target of ALL childhood.
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Objective@#To investigate the effect of hypertensive disorder complicating pregnancy (HDCP) on the mortality and early complications of premature infants.@*Methods@#The general clinical data of preterm infants with gestational age 24-36+ 6 weeks were collected from the cooperative units in the task group from January 1, 2013 to December 31, 2014.According to the severity of HDCP, the infants were divided into 4 groups: HDCP group, preeclampsia group, eclampsia group and non HDCP group, the mortality and major complications of preterm infants were compared, and the influencing factors were analyzed.@*Results@#The mortality rate of preterm in the HDCP group was significantly higher than that of non HDCP group, and there was statistical significance (χ2=9.970, P=0.019). Eclampsia had a highest fatality rate (4.8%) in the early stage, compared with non HDCP group (2.2%), and the difference was statistically significant.Comparison of HDCP group (1.8%) and eclampsia group (3.2%) suggested that there was no statistically significant difference.The incidence of respiratory distress syndrome (RDS) in preterm in HDCP group was significantly higher than that of non HDCP group, and there was statistical significance (χ2=13.241, P=0.004). Eclampsia group showed the highest incidence (35.4%), compared with non HDCP group (16.2%), the difference was statistically significant, but compared with HDCP group (19.9%), preeclampsia group (17.1%), there was no significant diffe-rence.The incidence of bronchopulmonary dysplasia (BPD) in preterm in HDCP group was significantly higher than that of non HDCP group (χ2=9.592, P=0.022), the highest incidence showed up in eclampsia group (9.7%), compared with non HDCP group (2.0%) and HDCP group (1.7%), the difference was statistically significant.But there was no statistically significant difference, compared with preeclampsia group.As the degree of HDCP aggravated, the incidence of BPD gradually rose.There was no significant impact on necrotizing enterocolitis (NEC), retinopathy of prematurity (ROP), intraventricular hemorrhage (IVH) and sepsis of HDCP (χ2=7.054, 7.214, 0.358, 3.852; P=0.070, 0.065, 0.949, 0.278). Considering the overall outcome of the child, that was, whether the child died or survived, he had at least one complication, and HDCP had an effect on it (χ2=15.697, P=0.001), so the incidence increased while the degree of HDCP rose gradually.After adjusting gestational age, birth weight, sex, way of delivery, placental abruption and front placenta, prenatal hormonal, gestational diabetes, neonatal asphyxia and other factors, the results displayed that HDCP was the factor leading to the death of premature baby (OR=2.159, 95%CI: 1.093-4.266), and comparison between preeclampsia and eclampsia showed no statistical difference (P=0.714, 0.389); HDCP had no significant influence on RDS, BDP, ICH, NEC, ROP and sepsis.@*Conclusions@#HDCP leads to increased risk of premature death, but also leads to the increased incidence of RDS and BPD, but it had no obvious effect on NEC, ROP, IVH, sepsis and other complications.
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Objective To explore the relationship between the expression of c fos gene and delayed neuron death in perinatal hypoxia ischamia encephalopathy (HIE). Methods Terminal deo xynuleotidyl transferase mediated dUTP nick end labeling (TUNEL), immuno histochemistry andreverse transcription PCR(RT PCR) were used to detect the apoptosis and transcription and translation of c fos gene in the hippocampus following HIE. Results Positive signal of apoptosis from CA1 to CA4 sections were observed in experimental hippocampi. Marked signal appeared earlier and longer in CA1 section than in the other sections[CA1: 1 h: (14.6?2.3),24 h: (51?6),72 h: (17.4?0.3);CA4:1 h :1.3?1.6),24 h: (47?8),72 h: (21.6?0.6) apoptosis cell number/ mm 2 ],compared with the sham group of CA1 section P
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AIM: To investigate the expression of c-fos in the neonatal rats' brains following hypoxia-ischemia.METHODS: RT-PCR and immunohistochemistry were used to detect the transcription and translation of c-fos gene in the cortex and hippocampus following hypoxia-ischemia.RESULTS: The expression of c-fos mRNA and protein were induced in the cortex and hippocampus at the early stage following hypoxia-ischemia(P