1.Intelligentization of Syndrome Differentiation and Diagnosis in Traditional Chinese Medicine from the Perspective of "Ambiguity and Accuracy"
Xinlong LI ; ShiHua WANG ; Xinran ZHAO ; Yu ZHANG ; Yan LIU
Journal of Traditional Chinese Medicine 2024;65(15):1555-1558
This paper analyzed the "non-standardization" phenomenon of syndrome differentiation in traditional Chinese medicine (TCM) from the diagnosis process. It is proposed that the symptoms and signs collected by the four examinations of inspection, listening/smelling, inquiry, and palpation naturally have a certain "ambiguity", which can be reduced by the comparison and comprehensive condensation (comprehensive analysis of the four examinations) of a large amount of multi-dimensional clinical data, thereby realizing the sublimation of TCM diagnosis from "ambiguity" of four examinations to "accuracy" of diagnostic conclusion. Based on the above assumptions, this paper further proposed that a research idea of intelligent syndrome differentiation in TCM, that is, by taking the clinical thinking ability of TCM physicians as the core, adopting artificial intelligence technology based on knowledge graph visualization, integrating the complex network association and reasoning method of "symptom-pathogenesis-syndrome" linked by pathogenesis, and through the automatic analysis and reasoning process of a large amount of multi-dimensional and ambiguous clinical data, the intelligent TCM diagnosis based on syndrome differentiation can be realized.
2.Histogram analysis based on 3D-amide proton transfer weighted and apparent diffusion coefficient imaging in predicting ATRX mutation in IDH-mutant WHO grading 2/3 gliomas
Xia ZOU ; Xinran YAN ; Yuxin LI ; Yaoming QU ; Haitao WEN ; Andong MA ; Shizhong ZHANG ; Zhibo WEN
Chinese Journal of Neuromedicine 2024;23(7):659-668
Objective:To evaluate the role of histogram analysis based on amide proton transfer weighted (APTw) and apparent diffusion coefficient (ADC) imaging in predicting alpha-thalassemia/mental retardation syndrome X-linked ( ATRX) mutation in isocitrate dehydrogenase ( IDH)-mutant WHO grading 2/3 gliomas. Methods:Seventy-eight patients with IDH-mutant WHO grading 2/3 gliomas, admitted to and confirmed by surgical pathology in Department of Functional Neurosurgery, Neurosurgery Center, Zhujiang Hospital, Southern Medical University from June 2017 to October 2023, including 52 with ATRX wild and 26 with ATRX mutant-type, were selected. Preoperative 3D-APTw and ADC imaging data were collected; after post-processing, the lesions were segmented using lesion outlining method based on inclusion of peri-tumor edema and lesion outlining method based on tumor entity, respectively; after that, the histogram features (the 10 th percentile, 90 th percentile, maximum, mean, median, minimum, skewness, kurtosis, entropy, range, uniformity, and variance) were extracted from 3D-APTw and ADC imaging, respectively. Univariate Logistic regression was used to compare the differences in histogram features between patients in the ATRX mutant group and ATRX wild-type group, and multivariate Logistic regression was used to screen the independent predictors for ATRX mutation (a Logistic regression prediction model was constructed). Predictive values of independent predictors and Logistic regression prediction models in ATRX mutation were evaluated by receiver operating characteristic (ROC) curve. Results:(1) With lesion outlining method based on inclusion of peri-tumor edema, univariate analysis indicated significant difference between ATRX mutant group and ATRX wild-type group in 9 histogram features: relative 3D-APTw minimum, 3D-APTw skewness, relative ADC 90 th percentile, relative ADC mean, relative ADC median, ADC kurtosis, ADC skewness, ADC uniformity, and ADC entropy ( P<0.05). With lesion outlining method based on tumor entity, univariate analysis indicated significant difference between ATRX mutant group and ATRX wild-type group in 9 histogram features: relative 3D-APTw 90 th percentile, 3D-APTw skewness, relative ADC 90 th percentile, relative ADC mean, relative ADC median, ADC kurtosis, ADC skewness, ADC uniformity and ADC entropy ( P<0.05). (2) With lesion outlining method based on inclusion of peri-tumor edema, multivariate Logistic regression showed that 3D-APTw skewness and ADC kurtosis were the independent predictor for ATRX mutation in IDH mutant WHO grading 2/3 glioma patients ( OR=0.168, 95% CI: 0.034-0.800, P=0.025; OR=0.508, 95% CI: 0.319-0.807, P=0.004). The constructed Logistic regression prediction model was P(Y=1|X)=1/1+e -(1.827-1.785×3D-APTw skewness-0.678×ADC kurtosis). With lesion outlining method based on tumor entity, multivariate Logistic regression showed that 3D-APTw skewness and ADC kurtosis were independent predictors for ATRX mutation in IDH mutant WHO grading 2/3 glioma patients ( OR=0.164, 95% CI: 0.034-0.791, P=0.024; OR=0.496, 95% CI: 0.312-0.788, P=0.003); the constructed Logistic regression prediction model was P(Y=1|X)=1/1+e -(1.585-1.810×3D-APTw skewness-0.702×ADC kurtosis). (3) ROC curve analysis showed that, with lesion outlining method based on inclusion of peri-tumor edema, area under ROC curve (AUC) of 3D-APTw skewness and ADC kurtosis was 0.725 (95% CI: 0.608-0.842, P=0.001) and 0.794 (95% CI: 0.685-0.904), respectively ( P<0.001); AUC of Logistic regression prediction model was 0.836 (95% CI: 0.729-0.942, P<0.001), and its sensitivity and specificity were 73.10% and 90.40% when the best threshold was 0.505. ROC curve showed that, with lesion outlining method based on tumor entity, AUC of 3D-APTw skewness and ADC kurtosis was 0.705 (95% CI: 0.587-0.823, P=0.003) and 0.808 (95% CI: 0.704-0.913), respectively ( P<0.001); AUC of Logistic regression prediction model was 0.844 (95% CI: 0.739-0.949, P<0.001), and its sensitivity and specificity were 84.60% and 80.80% when the best threshold was 0.399. Conclusion:Histogram analysis based on 3D-APTw and ADC imaging can predict ATRX mutation in IDH mutant WHO grading 2/3 gliomas to a certain extent.
3.Clinical characteristics and management status of Turner syndrome in 1 089 children
Yan LIANG ; Haiyan WEI ; Ruimin CHEN ; Zhixin ZHANG ; Xinran CHENG ; Na TAO ; Chunlin WANG ; Yu YANG ; Ying XIN ; Xin FAN ; Xingxing ZHANG ; Geli LIU ; Shengquan CHENG ; Min ZHU ; Hongwei DU ; Yan SUN ; Linqi CHEN ; Lanwei CUI ; Xiaoping LUO
Chinese Journal of Pediatrics 2024;62(10):962-968
Objective:To investigate the clinical characteristics and management status of children with Turner syndrome (TS) in China.Methods:As a cross-sectional study, 1 089 TS patients were included in the database of the National Collaborative Alliance for the Diagnosis and Treatment of Turner Syndrome from August 2019 to November 2023. Clinical characteristics (growth development, sexual development, organ anomalies, etc.), karyotypes, auxiliary examinations, and treatments were collected and analyzed.Results:Among the 1 089 TS cases, 809 were recorded karyotypes. The karyotype distribution was as follows: 45, X in 317 cases (39.2%), X chromosome structural variants (including partial deletions of p or q arm, ring chromosome, and marker chromosome) in 89 cases (11.0%), 45, X/46, XX mosaicism in 158 cases (19.5%), mosaicism with X chromosome structural variants in 209 cases (25.8%), and presence of Y chromosome material in 36 cases (4.4%). Among the 824 TS cases, the age of diagnosis was 9.7(6.4, 12.2) years, with a height standard deviation score (HtSDS) of -3.1±1.2. Five hundred and fifty three cases underwent growth hormone (GH) stimulation test, and 352 cases (63.7%) had GH peak values <10 μg/L and 75.9% (577/760) had low IGF1 levels, with IGF1 SDS ≤-2 accounting for 38.2% (290 cases). Among 471 cases aged ≥8 years, 132 cases (28.0%) showed spontaneous sexual development (mean bone age (11.0±1.7) years), 10 cases had spontaneous menarche (mean bone age (12.0±2.2) years), and 2 cases had regular menstrual cycles. Common physical features included cubitus valgus (311 cases (28.5%)), neck webbing (188 cases (17.2%)), low posterior hairline (185 cases (17.0%)), shield chest (153 cases (14.0%)), high arched palate (127 cases (11.6%)), short fourth metacarpal (43 cases (3.9%)), and spinal abnormalities (38 cases (3.5%)). Congenital cardiovascular and urogenital anomalies occurred in 91 cases (19.4%) and 66 cases (12.0%)respectively. Abdominal ultrasound in 33 cases (7.2%) indicated fatty liver, hepatomegaly, intrahepatic bile duct stones, and splenomegaly. Among 23 cases undergoing oral glucose tolerance test (OGTT) test, 2 were diagnosed with diabetes mellitus and 4 with impaired glucose tolerance. Following diagnosis, 669 cases (80.7%) received rhGH treatment at a chronological age of (9±4) years and bone age of (8.3±3.2) years. Additionally, 112 cases (19.4%) received sex hormone replacement therapy starting at the age of (14±4) years and bone age of (12.6±1.2) years.Conclusions:The karyotypes of 45, X and mosaicism were most common in Chinese children with TS. The clinical manifestations were mainly short stature and gonadal dysplasia. However, a few TS children could be in the normal range of height, and some cases among those aged of ≥8 years old had spontaneous sexual development. Some exhibited physical features, congenital cardiovascular and urogenital anomalies, and dysfunction of the hypothalamic-pituitary-IGF1 axis. Moreover, a few of them developed impaired glucose tolerance and diabetes mellitus. Following diagnosis, most of the patients received rhGH treatment, and a few of them received sex hormone replacement therapy.
4.Construction and application of a field-scale rapid prediction system for wind field and pollutant dispersion
Xinran WANG ; Chao YAN ; Ling CHEN ; Shiguang MIAO ; Liang ZHANG
Chinese Journal of Radiological Health 2023;32(4):372-379
Objective To construct a rapid prediction system to improve the accuracy and efficiency of evaluation of the consequences of nuclear accidents at a field scale. Methods Base on a diagnostic wind field model and Lagrangian particle diffusion, we established a rapid prediction method for wind field and pollutant dispersion around complex underlying surfaces within a field scale, in a way of visual discrimination of buildings and vegetation distribution. With data simulation and the use of a real urban field example, the simulated results were compared with wind tunnel test measurements and computational fluid dynamics results to study the influence of complex underlying surfaces on wind field and pollutant transport in the region. Results The rapid prediction system could clearly simulate the high-resolution wind field and pollutant concentration distribution of the region in about five minutes. It could interface with geographic information software and couple with a mesoscale weather prediction model. In terms of accuracy, the system performed well in wind field simulation, with the fractional deviations of wind speed and wind direction being 0.33 and −0.08, respectively. Concentration field simulation was greatly affected by the wind field, and the ratios of simulated concentrations to observed concentrations were between 0.05 and 3.4, except for a few low concentration points. Conclusion The rapid prediction system can effectively simulate the distribution characteristics of the flow field and improve calculation efficiency when ensuring calculation accuracy, which provides an important reference for emergency response to nuclear accidents.
5.Genetic background of idiopathic neurodevelopmental delay patients with significant brain deviation volume.
Xiang CHEN ; Yuxi CHEN ; Kai YAN ; Huiyao CHEN ; Qian QIN ; Lin YANG ; Bo LIU ; Guoqiang CHENG ; Yun CAO ; Bingbing WU ; Xinran DONG ; Zhongwei QIAO ; Wenhao ZHOU
Chinese Medical Journal 2023;136(7):807-814
BACKGROUND:
Significant brain volume deviation is an essential phenotype in children with neurodevelopmental delay (NDD), but its genetic basis has not been fully characterized. This study attempted to analyze the genetic factors associated with significant whole-brain deviation volume (WBDV).
METHODS:
We established a reference curve based on 4222 subjects ranging in age from the first postnatal day to 18 years. We recruited only NDD patients without acquired etiologies or positive genetic results. Cranial magnetic resonance imaging (MRI) and clinical exome sequencing (2742 genes) data were acquired. A genetic burden test was performed, and the results were compared between patients with and without significant WBDV. Literature review analyses and BrainSpan analysis based on the human brain developmental transcriptome were performed to detect the potential role of genetic risk factors in human brain development.
RESULTS:
We recruited a total of 253 NDD patients. Among them, 26 had significantly decreased WBDV (<-2 standard deviations [SDs]), and 14 had significantly increased WBDV (>+2 SDs). NDD patients with significant WBDV had higher rates of motor development delay (49.8% [106/213] vs . 75.0% [30/40], P = 0.003) than patients without significant WBDV. Genetic burden analyses found 30 genes with an increased allele frequency of rare variants in patients with significant WBDV. Analyses of the literature further demonstrated that these genes were not randomly identified: burden genes were more related to the brain development than background genes ( P = 1.656e -9 ). In seven human brain regions related to motor development, we observed burden genes had higher expression before 37-week gestational age than postnatal stages. Functional analyses found that burden genes were enriched in embryonic brain development, with positive regulation of synaptic growth at the neuromuscular junction, positive regulation of deoxyribonucleic acid templated transcription, and response to hormone, and these genes were shown to be expressed in neural progenitors. Based on single cell sequencing analyses, we found TUBB2B gene had elevated expression levels in neural progenitor cells, interneuron, and excitatory neuron and SOX15 had high expression in interneuron and excitatory neuron.
CONCLUSION
Idiopathic NDD patients with significant brain volume changes detected by MRI had an increased prevalence of motor development delay, which could be explained by the genetic differences characterized herein.
Child
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Humans
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Neurodevelopmental Disorders/epidemiology*
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Genetic Testing
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Phenotype
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Brain/pathology*
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Genetic Background
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SOX Transcription Factors/genetics*
6.Efficacy and safety of polyethylene glycol-recombinant human growth hormone in the treatment of growth hormone deficiency and idiopathic dwarf disease
Tingting FAN ; Xinran CHENG ; Li YAN ; Ying WU
Chinese Journal of General Practitioners 2023;22(11):1167-1173
Objective:To investigate the efficacy and safety of polyethylene glycol-recombinant human growth hormone (PEG-rhGH) in the treatment of preadolescent growth hormone deficiency (GHD) and idiopathic short stature (ISS).Methods:Clinical data of children with preadolescent GHD or ISS diagnosed in Chengdu Women and Children′s Central Hospital from January 2014 to October 2022 were retrospectively analyzed. Among them, 36 children with GHD received (0.19±0.02) mg·kg -1·week -1 PEG-rhGH for treatment; and 21 children with ISS received (0.20±0.01) mg·kg -1·week -1 PEG-rhGH. The changes of height, weight, bone age, insulin-like growth factor-1 (IGF-1), thyroid function, fasting blood glucose and fasting insulin were observed in the two groups during treatment. Results:The height of children in GHD group was (107.56±8.38)cm and (111.68±7.94)cm 6 and 12 months after treatment, which was significantly higher than that before treatment ((101.62±8.83) cm, P<0.05). The height of children in ISS group was (108.69±12.59)cm and (114.66±11.47)cm 6 and 12 months after treatment, which was significantly higher than that before treatment ((103.40±12.66) cm, P<0.05). The height of the two groups was increased the most during 0-3 months of treatment ((3.15±0.99) cm and (2.91±0.73) cm, respectively). After 12 months of treatment, body mass index and IGF-1 were significantly higher than those before treatment ( P<0.05), and bone age and maturity were not significantly different ( P>0.05). In the GHD group, growth rate was negatively correlated with actual age, bone age, height, weight, IGF-1 and fasting insulin before treatment. In the ISS group, growth rate was negatively correlated with pre-treatment height standard deviation score (HtSDS). During treatment, hypothyroidism occurred in 2 cases (1 case in GHD group and 1 case in ISS group), and serum IGF-1 level increased in 9 cases (6 cases in GHD group and 3 cases in ISS group), there was no severe adverse reactions. Conclusion:PEG-rhGH treatment has good efficacy in treatment of GHD and ISS, and the children with GHD may have better curative effect than those with ISS. The children in both groups have the fastest growth rate within 3 months after treatment. Short-term use of PEG-rhGH does not increase the body mass index and promote bone maturity, and has no significant effect on the level of thyroid function, blood sugar and insulin, and has no serious adverse reactions.
7.Profiling the Bisecting N-acetylglucosamine Modification in Amniotic Membrane via Mass Spectrometry
Chen QIUSHI ; Zhang YUANLIANG ; Zhang KEREN ; Liu JIE ; Pan HUOZHEN ; Wang XINRAN ; Li SIQI ; Hu DANDAN ; Lin ZHILONG ; Zhao YUN ; Hou GUIXUE ; Guan FENG ; Li HONG ; Liu SIQI ; Ren YAN
Genomics, Proteomics & Bioinformatics 2022;20(4):648-656
Bisecting N-acetylglucosamine(GlcNAc),a GlcNAc linked to the core β-mannose resi-due via a β1,4 linkage,is a special type of N-glycosylation that has been reported to be involved in various biological processes,such as cell adhesion and fetal development.This N-glycan structure is abundant in human trophoblasts,which is postulated to be resistant to natural killer cell-mediated cytotoxicity,enabling a mother to nourish a fetus without rejection.In this study,we hypothesized that the human amniotic membrane,which serves as the last barrier for the fetus,may also express bisected-type glycans.To test this hypothesis,glycomic analysis of the human amniotic membrane was performed,and bisected N-glycans were detected.Furthermore,our pro-teomic data,which have been previously employed to explore human missing proteins,were ana-lyzed and the presence of bisecting GlcNAc-modified peptides was confirmed.A total of 41 glycoproteins with 43 glycopeptides were found to possess a bisecting GlcNAc,and 25 of these gly-coproteins were reported to exhibit this type of modification for the first time.These results provide insights into the potential roles of bisecting GlcNAc modification in the human amniotic membrane,and can be beneficial to functional studies on glycoproteins with bisecting GlcNAc modifications and functional studies on immune suppression in human placenta.
8.Clinical analysis of 15 patients with epileptic spasms and focal seizures as a single ictal event in neonatal period
Yan XU ; Xinran DONG ; Peng ZHANG ; Xinhua WANG ; Yuanfeng ZHOU ; Guoqiang CHENG
Chinese Journal of Pediatrics 2021;59(12):1055-1058
Objective:To investigate the phenomenon of epileptic spasms (ES) and focal seizures (FS) in a single ictal event (FS-ES phenomenon) and to study the etiology, manifestations, and prognosis of this phenomenon.Methods:The data of the 15 neonates who had ES and FS in a single ictal event, according to video-electroencephalography (VEEG) recording in Department of Neonatology of Children′s Hospital of Fudan University during the period of January 2018 to December 2019, was analyzed retrospectively.Results:Of the 15 neonates, 7 were male and 8 were female. Gestational age was 39 (32-42) weeks. Birth weight was 3 100 (1 825-3 850) g. The initial onset age of convulsions was 2 (1-10) days. The age of the first discovery of FS-ES phenomenon was 25 (14-32) days. The age of seizure-free was 7(1-27) months. All of the initial seizure types were FS. The FS-ES phenomenon of 15 patients started with FS. The FS-ES phenomenon manifested in 2 forms: FS followed by ES (12 cases), ES appeared during an FS without interrupting FS (2 cases). In 1 neonate the spasm occurred in both forms. The etiology included genetic factors (9 cases), intracranial infection (1 case), abnormal brain tissue structure (2 cases), and etiology was unknown in 3 cases. All the neonates had a poor prognosis except one.Conclusions:The FS-ES phenomenon in the neonatal period starts with FS. There are various etiologies. Etiologies of most patients are genetic factors. Most of the patients have a poor prognosis.
9.Clinical and genetic analysis of two cases with Rubinstein-Taybi syndrome.
Fang TANG ; Zhonghui LI ; Xinran CHENG ; Na SU ; Li YAN ; Peng GOU ; Chunzhu GONG
Chinese Journal of Medical Genetics 2019;36(9):886-889
OBJECTIVE:
To summarize the clinical characteristics and identify gene mutations of 2 probands with Rubinstein-Taybi syndrome (RSTS).
METHODS:
Clinical characteristics of 2 probands with Rubinstein-Taybi syndrome were summarized. Genomic DNA was extracted from peripheral blood samples from the patients and their parents. Genomic DNA was subjected to whole exome next generation sequencing. Suspected variants were confirmed by Sanger sequencing.
RESULTS:
The two patients were characterized by typical facial features, broad thumbs and big toes, intellectual disability, and postnatal growth retardation. Two variants of the CREBBP gene, namely c.3779+1G>A and c.5052_c.5053insT, were respectively identified in the 2 patients. Among these, c.3779+1G>A was a previously known pathological mutation, while c.5052_c.5053insT was unreported previously. Both variants were predicted to be pathological.
CONCLUSION
Two cases of Rubinstein-Taybi syndrome were diagnosed, which facilitated the diagnosis and genetic counselling.
CREB-Binding Protein
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genetics
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Genetic Testing
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High-Throughput Nucleotide Sequencing
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Humans
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Phenotype
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Rubinstein-Taybi Syndrome
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genetics
10. Design and development of a series of micro-lectures of surgical Nursing based on the network platform
Yan ZHANG ; Yu ZHANG ; Jing GUO ; Xinran WANG
Chinese Journal of Practical Nursing 2019;35(29):2300-2304
Objective:
To design and develop a series of micro-lectures of Surgical Nursing based on the network platform.
Methods:
Literature review and interviews were conducted to determine the development process and course theme of the series micro-lectures, design the development process of the series micro-courses, and develop the series of micro-lectures of "Surgical Nursing", with the technical support of Zhongke Digital Publishing Media Co., Ltd. Design requirements of the network platform were analyzed and the serialization of the micro-course network platform was realized.
Results:
A series of micro-lectures on Surgical Nursing based on the web platform were developed.
Conclusion
The design and development of this series of micro-lectures based on the network platform has formed a high-quality and complete series of micro-lectures of Surgical Nursing, and realized the application of the network platform, enriched the teaching resources of surgical nursing, and also provide new ideas and methods for nursing clinical teaching.

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