1.Clinical analysis of 11 cases multisystem inflammatory syndrome associated with SARS-CoV-2 Omicron variant infection in children
Huishan ZHANG ; Xuting CHANG ; Penghui WU ; Danyu SONG ; Gen GE ; Wei DING ; Zhanwei HU ; Guangfa WANG ; Yuwu JIANG ; Leping YE
Chinese Journal of Pediatrics 2024;62(1):55-59
Objective:To explore the clinical characteristics, diagnosis, treatment, and follow-up of multisystem inflammatory syndrome in children (MIS-C) related to SARS-CoV-2 Omicron variant infection.Methods:A retrospective analysis was conducted on clinical data of 11 children with MIS-C, who were admitted to the Department of Pediatrics of Peking University First Hospital from December 2022 to January 2023. Clinical characteristics, treatment, and follow-up of MIS-C were summarized in this study.Results:The 11 cases contained 7 boys and 4 girls, with an age of 4.4 (2.0, 5.5) years on admission. All the patients had fever, with a duration of 7(5, 9) days. Other clinical manifestations included rash in 7 cases, conjunctival hyperemia in 5 cases, red lips and raspberry tongue in 3 cases, lymphadenopathy in 3 cases, and swollen fingers and toes in 2 cases. There were 8 cases of digestive symptoms, 8 cases of respiratory symptoms, and 3 cases of nervous system symptoms. Eight patients had multi-system injuries, and one of them had shock presentation. All 11 patients were infected with SARS-CoV-2 Omicron BF.7 variant. The laboratory examination results showed that all cases had elevated inflammatory indicators, abnormal coagulation function and myocardial damage. Six patients had elevated white blood cell counts, 5 cases had liver function abnormalities, 3 cases had kidney function abnormalities, and 8 cases had coronary artery involvement. All 11 patients received anti-infection treatment, of which 3 cases received only 2 g/kg intravenous immunoglobulin (IVIG), while the remaining 8 cases received a combination of IVIG and 2 mg/(kg·d) methylprednisolone. Among the 8 cases with coronary artery disease, 6 cases received low molecular weight heparin anticoagulation therapy. All patients were followed up in 2 weeks after being discharged, and their inflammatory markers had returned to normal by that time. The 8 cases with coronary artery disease and 3 cases with pneumonia showed significant improvement or back to normal at the 4-week follow-up. All patients had no new complications or comorbidities during follow-up of more than 3 months.Conclusions:MIS-C may present with Kawasaki disease-like symptoms, with or without gastrointestinal, neurological, or respiratory symptoms. Elevated inflammatory markers, abnormal coagulation function, and cardiac injury contribute to the diagnosis of MIS-C. IVIG and methylprednisolone were the primary treatments for MIS-C, and a favorable short-term prognosis was observed during a follow-up period of more than 3 months.
2.Predicting cerebral glioma enhancement pattern using a machine learning-based magnetic resonance imaging radiomics model
Huishan HE ; Erjia GUO ; Wenyi MENG ; Yu WANG ; Wen WANG ; Wenle HE ; Yuankui WU ; Wei YANG
Journal of Southern Medical University 2024;44(1):194-200,封3
Objective To establish a machine learning radiomics model that can accurately predict MRI enhancement patterns of glioma based on T2 fluid attenuated inversion recovery(T2-FLAIR)images for optimizing the workflow of magnetic resonance imaging(MRI)examinations of glioma patients.Methods We retrospectively collected preoperative MR T2-FLAIR images from 385 patients with pathologically confirmed glioma,who were divided into enhancing and non-enhancing groups according to the enhancement pattern.Predictive radiomics models were established using Gaussian Process,Linear Regression,Linear Regression-Least absolute shrinkage and selection operator,Support Vector Machine,Linear Discriminant Analysis or Naive Bayes as the classifiers in the training cohort(n=201)and tested both in the internal(n=85)and external validation cohorts(n=99).The receiver-operating characteristic curve was used to assess the predictive performance of the models.Results The predictive model constructed based on 15 radiomics features using Gaussian Process as the classifier had the best predictive performance in both the training cohort and the internal validation cohort,with areas under the curve(AUC)of 0.88(95%CI:0.81-0.94)and 0.80(95%CI:0.71-0.88),respectively.In the external validation cohort,the model showed an AUC of 0.81(95%CI:0.71-0.90)with sensitivity,specificity,positive predictive value and negative predictive value of 0.98,0.61,0.76 and 0.96,respectively.Conclusion The T2-FLAIR-based machine learning radiomics model can accurately predict the enhancement pattern of gliomas on MRI.
3.Predicting cerebral glioma enhancement pattern using a machine learning-based magnetic resonance imaging radiomics model
Huishan HE ; Erjia GUO ; Wenyi MENG ; Yu WANG ; Wen WANG ; Wenle HE ; Yuankui WU ; Wei YANG
Journal of Southern Medical University 2024;44(1):194-200,封3
Objective To establish a machine learning radiomics model that can accurately predict MRI enhancement patterns of glioma based on T2 fluid attenuated inversion recovery(T2-FLAIR)images for optimizing the workflow of magnetic resonance imaging(MRI)examinations of glioma patients.Methods We retrospectively collected preoperative MR T2-FLAIR images from 385 patients with pathologically confirmed glioma,who were divided into enhancing and non-enhancing groups according to the enhancement pattern.Predictive radiomics models were established using Gaussian Process,Linear Regression,Linear Regression-Least absolute shrinkage and selection operator,Support Vector Machine,Linear Discriminant Analysis or Naive Bayes as the classifiers in the training cohort(n=201)and tested both in the internal(n=85)and external validation cohorts(n=99).The receiver-operating characteristic curve was used to assess the predictive performance of the models.Results The predictive model constructed based on 15 radiomics features using Gaussian Process as the classifier had the best predictive performance in both the training cohort and the internal validation cohort,with areas under the curve(AUC)of 0.88(95%CI:0.81-0.94)and 0.80(95%CI:0.71-0.88),respectively.In the external validation cohort,the model showed an AUC of 0.81(95%CI:0.71-0.90)with sensitivity,specificity,positive predictive value and negative predictive value of 0.98,0.61,0.76 and 0.96,respectively.Conclusion The T2-FLAIR-based machine learning radiomics model can accurately predict the enhancement pattern of gliomas on MRI.
4.Analysis on Antidepressant Mechanism of Verbascoside Based on RNA-Seq Technology
Xiaoyan XUE ; Jin PAN ; Huishan SHI ; Yong WANG ; Jiang WU ; Zhili GAO ; Qiancheng MAO ; Hualin ZHONG ; Ting MA ; Ke MA
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(14):148-157
5.Long non-coding RNAs show different expression profiles and display competing endogenous RNA potential in placenta accreta spectrum disorders.
Shuzhen WU ; Huishan ZHANG ; Yan LIU ; Rui WANG ; Shaoxin YE ; Meng ZENG ; Zhengping LIU
Journal of Southern Medical University 2019;39(10):1253-1259
OBJECTIVE:
To investigate the expression profile of long non-coding RNAs (lncRNA) and identify potential lncRNA-related competing endogenous RNAs (ceRNA) in placenta accrete spectrum disorders (PAS).
METHODS:
Five tissue specimens of placental implantation and 5 adjacent normal placental tissues were collected from cesarean section deliveries complicated by PAS in our hospital between December, 2017 and June, 2018. Human microarrays were used to identify the lncRNAs that were differentially expressed in PAS, and 5 of the identified lncRNAs were further validated using qRT-PCR. GO and KEGG pathway analyses were performed to indentify the most significant enrichment functions. A ceRNA network was constructed based on ENST00000511361 (RP5-875H18.4), NR_027457 (LINC00221) and NR_126415 (FOXP4-AS1) to pinpoint the potential lncRNAs-related ceRNA.
RESULTS:
A total of 329 lncRNAs and 179 mRNAs were identified to have differential expression in PAS. The results of qRT-PCR were consistent with the human microarrays results. Transforming growth factor-β (TGF-β) signaling pathway was the most significantly enriched pathway. The constructed ceRNA network suggested that RP5-875H18.4--miRNA-218--SLIT2 had a potential ceRNA regulatory mechanism in PAS.
CONCLUSIONS
The differentially expressed lncRNAs are involved in the occurrence and progression of PAS possibly by regulating the TGF-β signaling pathway. The ceRNA network of RP5-875H18.4--miRNA-218--SLIT2 may play a role in the occurrence of PAS.
6.The surgical strategy and outcomes for pulmonary valve preservation in repair of tetralogy of Fallot in young children
Minhua FANG ; Huishan WANG ; Zengwei WANG ; Zhenlong WANG ; Chunzhen ZHANG ; Hongjiang WU
Chinese Journal of Thoracic and Cardiovascular Surgery 2017;33(11):666-669
Objective To evaluate the surgical strategy for pulmonary valve preservation in repair of tetralogy of Fallot (TOF) and analyze the outcomes in young children patients.Methods A total of 211 TOF younger children less than threeyear-old between January 2009 and December 2015 had received pulmonary valve-sparing(PVS) surgical repair.At the end of the procedure,the peak RV/LV pressure ratio(PRV/PLV) and transannular pressure gradient were performed in all patients.114 patients had higher PRV/PLV rati ≥ 0.8.The former 54 patients,right ventricle infundubulum sparing (RVIS) stragery were made to relieve the RVOTO.However,only 8 patinets of the later 60 cases had received RVIS in TOF repair,whose systemic blood pressure was instable with the large dose of dopamine≥10 μg · kg-1 · min-1 and epinephrine≥0.05 μg · kg-1 · min-1 or the transannular pressure gradient≥30 mmHg (1 mmHg =0.133 kPa).114 patients were divided by two group(52 cases in PVS group and 62 cases in RVIS group) and compared by the early outcomes.Results The median cardiopulmonary bypass time of RVIS group was significantly more than that of PVS group[(110.3 ± 12.0)min vs(77.7 ± 10.0)min].The postoperative index of the patients in PVS group,including transannular pressure gradient [(21.0 ± 5.4) mmHg vs (16.0 ± 3.6) mmHg,P < 0.05],PRV/PLV ratio(0.82 ± 0.03 vs.0.67 ± 0.12,P < 0.01),median using time of dopamine and epinephrine[(6.03 ±9.60)days vs.(4.20 ±1.90)days,P<0.01],median extubation time[(81.2 ±27.6)h vs.(38.5 ±33.0) h,P < 0.01],ICU stay time [(6.3 ± 1.7) days vs.(4.3 ± 1.9) days,P < 0.01],using of peritoneal dialysis (8/52 vs 4/62,P < 0.01)were more than those in RVIS group.There was no difference of mortality between two groups.Fellow up 12-50 months,there was no difference of LVEF,MPI and TAPSE between two groups.However,the severity of pulmonary regurgitation in patients of PVS group was significant less than those of RVIS group.Conclusion PVS and RVIS in TOF repair could decrease the severity of pulmonary regurgitation after operation.
7.Using quadratic regression universal rotary combination design to optimize the fluorescence labeling condition of lycium barbarum polysaccharide
Huizhen CAI ; Huishan WU ; Xiaohui YANG ; Binbin REN
International Journal of Traditional Chinese Medicine 2016;38(4):355-358
Objective Quadratic regression universal rotary combination design was used to optimize the fluorescence labeling condition of lycium barbarum polysaccharide (LBP).Methods The fluorescence labeling condition of LBP presented, when the covalent coupling of LBP and tyramine was reacted with fluorescein isothiocyanate (FITC). Filter the best labeling condition via using quadratic regression universal rotary combination design experiment on the relationship of labeling efficiency among pH value of buffer solution, reaction time, temperature and the dose of tyramine.Results The regression equation was:Y=0.085 41 - 0.002 82X1 - 0.015 68X2 + 0.008 11X3 + 0.005 01X4 + 0.008 75X1X2 - 0.005 75X1X3 - 0.001 75X1X4 + 0.010 63X2X3 + 0.000 125X2X4 + 0.000 25X3X4 - 0.021 44X12 - 0.008 89X22 - 0.001 984X32 + 0.003 66 X42, and the variables fromX1 toX4 represented pH value, reaction time, temperature and dose of tyramine, respectively. The goodness of fitting of regression equation was statistically significant. The condition of labling LBP was optimized when the temperature was at 50℃, timing of labling at the fourth day and pH value was 8.5.Conclusion The condition of labling LBP was optimized with suitable temperature, pH value and extended timing.
8.Short-term outcome of surgical treatment of moderate ischemic mitral regurgitation
Yong ZHANG ; Zengwei WANG ; Dengshun TAO ; Hui JIANG ; Haibo WU ; Huishan WANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2016;32(6):340-345
Objective To evaluate the short-term-outcome of MVP in the treatment of moderate IMR patients with CABG.Methods Data from 129 patients with moderate IMR who underwent surgical treatment in our department from June 2007 to September 2011,57 patients(44.2%) underwent CABG combined with MVP,and 72 patients(55.8%) underwent CABG.Postoperative follow-up of patients with heart function NYHA grade to evaluate the clinical status of patients,with LVESD,LVEF,LVEDD to evaluate the reverse of left ventricular remodeling;The postoperative residual mitral regurgitation and major cardiac cerebral vascular events were recorded.Results There was no significant difference between two groups in the preoperative data(P > 0.05).The mortality rate was 3.9% (5 cases),2 cases (2.8 %) died in CABG group,3 cases (5.3 %) died in the combined surgery group.The average follow-up was 24 months,9 cases of late death (5 in CABG group,4 in CABG + MVP group),the cumulative survival rate(P =0.645) and the major cardiovascular events(P =0.761) of the two groups were not statistically different.The degree of mitral regurgitation(P < 0.01) was significantly decreased in the combined surgery group.Compared with the preoperative state,the two groups of left ventricular remodeling indicators such as LVESD,LVEF,LVEDD were significantly improved(P <0.05),but the difference between two groups was not significant(P >0.05).NYHA heart function classification was significantly improved (P < 0.001).Conclusion MVP can effectively improve the reverse flow of patients with moderate IMR,but CABG combined with MVP can not bring more benefits in the reversal of left ventricular remodeling,short-term survival and cardiac function.
9.Early and mid-term efficacy of endoscopic vein harvesting undergoing coronary artery bypass grafting in patients over 70 years old
Jianhui PENG ; Jinsong HAN ; Huishan WANG ; Haibo WU
Chinese Journal of Thoracic and Cardiovascular Surgery 2015;31(3):171-174
Objective To evaluate the early and mid-term efficacy of endoscopic vein harvesting(EVH) undergoing coronary artery bypass grafting(CABG) in patients over 70 years old.Methods Patients' data of CABG were analyzed retrospectively in General Hospital of Shenyang Military Region from June 2011 to January 2013.400 patients were enrolled in the study according to the inclusion criteria.All patients were divided into two groups by the method of harvesting great saphenous vein (GSV):EVH group (n =200) and open vein harvesting(OVH) group(n =200).Each group was divided into two subgroups:group A(age≥70 years old) and group B (age < 70 years old).The number of the group A was 85 in the EVH group and 79 in the OVH group.The number of the group B was 115 in the EVH group and 121 in the OVH group.The intraoperative findings,the quality of GSV and postoperative pain were evaluated,patients were followed up regularly after discharge.Results The postoperative complications occurred in the EVH group such as numbness and edema of lower limb in group A reduced greatly compared with group B(P < 0.05).However,in the OVH group,there were no great difference in group A and group B(P > 0.05) besides the postoperative pain (P < 0.05).Conclusion The early and mid-term efficacy of EVH undergoing CABG is satisfied,especially in the patients over 70 years old.
10.Longitudinal study on infantile nocturnal sleep-wake pattern developmental trajectory with Actiwatch.
Xiaona HUANG ; Weiwei FENG ; Yantao ZHAO ; Huishan WANG ; Xicheng LIU ; Minna LIU ; Haiqing XU ; Hong WU ; Nianrong WANG ; Fenghua ZHANG ; Wenlong LIU ; Jianbo TANG ; Honghui LI ; Liyan WANG ; Liangfen ZHANG
Chinese Journal of Pediatrics 2015;53(6):442-447
OBJECTIVETo understand the infantile nocturnal sleep-wake pattern developmental trajectory with Actiwatch, which would benefit the clinical assessment of infantile sleep.
METHODThis study was a longitudinal study conducted between 7 Oct, 2009-30 Oct, 2011 in 10 hospitals of 9 cities of China ( Beijing, Xi'an, Qingdao, Wuhan, Changsha, Chongqing, Huzhou, Xiamen and Liuzhou). Actiwatch was used to track the sleep-wake pattern development trajectory of healthy infants in the first year of life in the home setting. Participating infants were followed up at 10th day and 28th day during the first month, and then monthly from the second to the sixth month after birth, and then at ninth and twelve months of age respectively. Meanwhile, infantile sleep was observed continuously for about 60 hours at each visit. According to the characteristics of repeated measurement data of this study, two-level random effect model was adopted to analyze the trend of infantile nocturnal sleep-wake parameters changing with age, and the gender difference.
RESULTA total of 473 healthy infants were included in this study, among whom 246 (52.0%) were boys, and 227 (48.0%) were girls; 355 (75.1%) infants completed the whole year follow-up survey. With infants' age increasing, the latency of infants' nighttime sleep onset decreased from 66.8 minutes on 10th day to 15.5-18.7 minutes at 6-12 months of age. The number of night wakes also decreased with age, while uninterrupted sleep periods lengthened with age. On the 10th day, there were 3.0 times of nightwaking on average, and the longest continuous sleeping interval lasted for 227.6 minutes on average. At 12-month of age, infants could sleep continuously for 350.9 minutes at most on average, while the number of nightwaking decreased to 1.6 times per night on average. Generally, nighttime sleep efficiency increased from 66.3% on the 10th day to 86.3% at 12-month of age. The differences of sleep-wake patterns between boys and girls presented as boys' nocturnal longest uninterrupted sleep period was 19 minutes shorter(266.6 vs. 285.6 min), and the average nighttime sleep efficiency was 2.2% lower (74.2% vs. 76.4%) compared with girls respectively. And the differences of sleep efficiency between boys and girls reduced gradually along with the growth.
CONCLUSIONDuring the first 6 months after birth, infantile sleep-wake pattern undergo obvious change. The capability of sleep-onset and uninterrupted sleep improved with age, and the sleep efficiency increased.
China ; Female ; Humans ; Infant ; Infant, Newborn ; Longitudinal Studies ; Male ; Sleep ; physiology ; Surveys and Questionnaires

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