1.A pilot study on clinical application of three-dimensional morphological completion of lesioned mandibles assisted by generative adversarial networks
Ye LIANG ; Qian WANG ; Yiyi ZHANG ; Jingjing HUAN ; Jie CHEN ; Huixin WANG ; Zhuo QIU ; Peixuan LIU ; Wenjie REN ; Yujie MA ; Canhua JIANG ; Jiada LI
Chinese Journal of Stomatology 2024;59(12):1213-1220
Objective:To explore the clinical application pathway of the CT generative adversarial networks (CTGANs) algorithm in mandibular reconstruction surgery, aiming to provide a valuable reference for this procedure.Methods:A clinical exploratory study was conducted, 27 patients who visited the Department of Oral and Maxillofacial Surgery, Xiangya Hospital of Central South University between January 2022 and January 2024 and required mandibular reconstruction were selected. The cohort included 16 males and 11 females, with the age of (46.6±11.5) years; among them, 7 cases involved mandibular defects crossing the midline. The CTGANs generator produced 100 images, and the mean squared error (MSE) was calculated for differences between any two generated images. Preoperative cone-beam CT data from 5 patients were used to construct a labeled test database, divided into groups: normal maxilla, normal mandible, diseased mandible, and noise (each group containing 70 cross-sectional images). The CTGANs discriminator was used to evaluate the loss values for each group, and one-way ANOVA and intergroup comparisons were performed. Using the self-developed KuYe multioutcome-option-network generation system (KMG) software, the three-dimensional (3D) completion area of the mandible under cone-beam CT was defined for the 27 patients. The CTGANs algorithm was applied to obtain a reference model for the mandible. Virtual surgery was then performed, utilizing the fibular segment to reconstruct the mandible and design the surgical expectation model. The second-generation combined bone-cutting and prebent reconstruction plate positioning method was used to design and 3D print surgical guides, which were subsequently applied in mandibular reconstruction surgery for the 27 patients. Postoperative cone-beam CT was used to compare the morphology of the reconstructed mandible with the surgical expectation model and the mandibular reference model to assess the three-dimensional deviation.Results:The MSE for the CTGANs generator was 2 411.9±833.6 (95% CI: 2 388.7-2 435.1). No significant difference in loss values was found between the normal mandible and diseased mandible groups ( P>0.05), while both groups demonstrated significantly lower loss values than the maxilla and noise groups ( P<0.001). All 27 patients successfully obtained mandibular reference models and surgical expectation models. In total, 14 162 negative deviation points and 15 346 positive deviation points were observed when comparing the reconstructed mandible morphology with the surgical expectation model, with mean deviations of -1.32 mm (95% CI:-1.33- -1.31 mm) and 1.90 mm (95% CI: 1.04-1.06 mm), respectively. Conclusions:The CTGANs algorithm is capable of generating diverse mandibular reference models that reflect the natural anatomical characteristics of the mandible and closely match individual patient morphology, thereby facilitating the design of surgical expectation models. This method shows promise for application in patients with mandibular defects crossing the midline.
2.Value of chromosomal microarray analysis for the diagnosis of fetuses with anomalies of central nervous system.
Peixuan CAO ; Xiangyu ZHU ; Leilei GU ; Wei LIU ; Jie LI
Chinese Journal of Medical Genetics 2023;40(2):181-185
OBJECTIVE:
To assess the value of chromosomal microarray analysis (CMA) for the diagnosis of fetuses with anomalies of the central nervous system (CNS) and summarize the outcome of the pregnancies and follow-up.
METHODS:
A total of 636 fetuses from June 2014 to December 2020 who were referred to the Prenatal Diagnosis Center of Nanjing Drum Tower Hospital due to abnormal CNS prompted by ultrasound were selected as the research subjects. Based on the ultrasound findings, the fetuses were divided into ventricular dilatation group (n = 441), choroid plexus cyst group (n = 41), enlarged posterior fossa group (n = 42), holoprosencephaly group (n = 15), corpus callosum hypoplasia group (n = 22), and other anomaly group (n = 75). Meanwhile, they were also divided into isolated (n = 504) and non-isolated (n = 132) groups based on the presence of additional abnormalities. Prenatal samples (amniotic fluid/chorionic villi/umbilical cord blood) or abortus tissue were collected for the extraction of genomic DNA and CMA assay. Outcome of the pregnancies and postnatal follow-up were summarized and subjected to statistical analysis.
RESULTS:
In total 636 fetuses with CNS anomalies (including 89 abortus tissues) were included, and 547 cases were followed up. The overall detection rate of CMA was 11.48% (73/636). The detection rates for the holoprosencephaly group, ACC group, choroid plexus cyst group, enlarged posterior fossa group, ventricular dilatation group and other anomaly group were 80% (12/15), 31.82% (7/22), 19.51% (8/41), 14.29% (6/42), 7.48% (33/441) and 9.33% (7/75), respectively. Compared with the isolated CNS anomaly group, the detection rate for the non-isolated CNS anomaly group was significantly higher (6.35% vs. 31.06%) (32/504 vs. 41/132) (χ² = 62.867, P < 0.001). Follow up showed that, for 52 fetuses with abnormal CMA results, 51 couples have opted induced labor, whilst 1 was delivered at full term with normal growth and development. Of the 434 fetuses with normal CMA results, 377 were delivered at full term (6 had developmental delay), and 57 couples had opted induced labor. The rate of adverse pregnancy outcome for non-isolated CNS abnormal fetuses was significantly higher than that of isolated CNS abnormal fetuses (26.56% vs. 10.54%) (17/64 vs. 39/370) (χ² = 12.463, P < 0.001).
CONCLUSION
Fetuses with CNS anomaly should be tested with CMA to determine the genetic cause. Most fetuses with negative CMA result have a good prognosis, but there is still a possibility for a abnormal neurological phenotype. Fetuses with CNS abnormalities in conjunct with other structural abnormalities are at increased risk for adverse pregnancy outcomes.
Female
;
Pregnancy
;
Humans
;
Holoprosencephaly
;
Prenatal Diagnosis/methods*
;
Central Nervous System
;
Fetus/abnormalities*
;
Nervous System Malformations/genetics*
;
Microarray Analysis
;
Central Nervous System Diseases
;
Cysts
;
Chromosome Aberrations
;
Ultrasonography, Prenatal/methods*
3.Prevention and Treatment of Age-related Ovarian Hypofunction with Traditional Chinese Medicine: A Review
Zhicheng JIA ; Yongqian LI ; Peixuan WANG ; Yang LIU ; Wenhan JU ; Fang LIAN ; Zhengao SUN ; Ying GUO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(11):255-265
Age-related ovarian hypofunction includes a decrease in follicle quantity and quality as well as alterations in the ovarian microenvironment,the mechanisms of which are mainly related to mitochondrial dysfunction,free radical and antioxidant systems,telomere and telomerase alterations,and apoptosis,and is one of the major factors contributing to infertility in advanced maternal age (AMA). Despite the tremendous progress in assisted reproductive technology in recent decades,few breakthroughs have been made in alleviating age-related ovarian hypofunction and improving reproductive outcomes for AMA. In recent years,there has been an increasing number of studies on the multi-level and multi-targeted mechanisms of traditional Chinese medicine (TCM) to improve age-related ovarian hypofunction by modulating mitochondrial homeostasis,alleviating oxidative stress,and inhibiting apoptosis,while more high-quality randomized controlled trials have demonstrated the clinical efficacy of TCM in assisted reproductive technology. Given this,this article presented a systematic review of recent research and randomized controlled trials on the mechanism of Chinese medicine active ingredients,single Chinese medicine, and Chinese medicine compounds in delaying age-related ovarian hypofunction,to clarify the current status and shortcomings of the research. This paper provides medication management of TCM for effectively alleviating age-related ovarian hypofunction and improving reproductive outcomes for AMA.
4.Follow-up of fetuses with de novo copy number variations of unknown significance detected by chromosomal microarray analysis.
Leilei GU ; Wei LIU ; Chunxiang ZHOU ; Peixuan CAO ; Xiangyu ZHU ; Jie LI
Chinese Journal of Medical Genetics 2023;40(4):442-445
OBJECTIVE:
To analyze the prognosis of fetuses identified with de novo variants of unknown significance (VOUS) by chromosome microarray analysis (CMA).
METHODS:
A total of 6 826 fetuses who underwent prenatal CMA detection at the Prenatal Diagnosis Center of Drum Tower Hospital from July 2017 to December 2021 were selected as the study subjects. The results of prenatal diagnosis, and outcome of fetuses identified with VOUS of de novo origin were followed up.
RESULTS:
Among the 6 826 fetuses, 506 have carried VOUS, of which 237 were detected for the parent-of-origin and 24 were found to be de novo. Among the latters, 20 were followed up for 4 to 24 months. Four couples had opted elective abortion, 4 had developed clinical phenotypes after birth, and 12 were normal.
CONCLUSION
Fetuses with VOUS should be continuously follow-up, in particular those carrying de novo VOUS, in order to clarify their clinical significance.
Pregnancy
;
Female
;
Humans
;
DNA Copy Number Variations
;
Follow-Up Studies
;
Prenatal Diagnosis/methods*
;
Chromosomes
;
Microarray Analysis/methods*
;
Fetus
;
Chromosome Aberrations
5.Maternal subclinical hypothyroidism and behavioral problems in preschoolers: A cohort study
Peixuan LI ; Zijian LIU ; Yuzhu TENG ; Yan HAN ; Shuangqin YAN ; Yeqing XU ; Fangbiao TAO ; Kun HUANG
Chinese Journal of Endocrinology and Metabolism 2022;38(6):495-502
Objective:To investigate the effects of maternal subclinical hypothyroidism (SCH) on preschoolers′ behavioral problems.Methods:Based on the Ma′ anshan Birth Cohort, pregnant women who had their first antenatal checkup in Maternal and Child Health Center in Ma′ anshan were recruited from May 2013 to September 2014. Data on demographic, obstetric information, and maternal exposure were collected. Women′s fasting venous blood in the first, second, and third trimesters of pregnancy was collected. The levels of thyroid hormones [thyrotropin (TSH), free thyroxine (FT 4)] and thyroid autoantibodies [thyroid peroxidase antibody (TPOAb), thyroglobulin antibody (TgAb)] in maternal blood were retrospectively detected by electrochemiluminescence immunoassay. Preschoolers′ behavioral problems were assessed by Achenbach Child Behavior Checklist (CBCL/1.5-5). Poisson regression models were adopted to examine the effect of maternal SCH on preschoolers′ internalizing and externalizing problems and the critical period. Results:In this study, the reference of maternal thyroid indexes was established (between 2.5 th and 97.5 th percentile). The reference of TSH in the first, second, and third trimester of pregnancy was 0.04-4.90 μIU/mL, 0.75-6.08 μIU/mL, and 0.58-5.59 μIU/mL respectively; and the reference of FT 4 was 13.19-23.27 pmol/L, 9.14-15.32 pmol/L, and 9.53-17.45 pmol/L respectively. In the first, second, and third trimester of pregnancy, the prevalence of SCH was found to be 2.0% (25/1 224), 1.6% (19/1 218), and 1.7% (21/1 220), respectively. After adjusting for confounding factors, maternal SCH in the first trimester was associated with the risk of anxiety and depression in preschool children ( OR=3.06, 95% CI 1.05-8.98). Maternal SCH in the second trimester was found to be associated with the risk of overreaction in preschool children ( OR=2.65, 95% CI 1.13-6.21). Conclusions:The establishment of thyroid hormones reference range for pregnant women in Ma′ anshan area is beneficial to the screening, diagnosis, and treatment of thyroid diseases during pregnancy in this area. Maternal SCH during pregnancy is associated with increased risk of behavioral problems in preschool children. In the first trimester, maternal SCH was associated with preschoolers′ anxiety and depression, and in the second trimester, maternal SCH was associated with preschoolers′ emotional reactivity.
6.Analysis of curriculum standards and textbooks of high school in China from the perspective of comprehensive sexuality education
LI Ming, LI Peixuan, GUO Lingfeng, LIU Wenli
Chinese Journal of School Health 2022;43(12):1775-1778
Objective:
To have the knowledge of comprehensive sexuality education (CSE) content in curriculum standards and textbooks of high school education, and to provide suggestions for containing CSE content in the curriculum construction, teaching materials compilation and teaching practice in China.
Methods:
The research referred to Teaching Materials Analysis Model and Interpretative Structural Model for analyzing and evaluating the curriculum standards and textbooks of high school in China from the perspective of CSE.
Results:
CSE content were related with the 20 curriculum standards distinctively and appeared in the teaching objectives, contents and compilation elements of textbooks. Problems were observed in scientific accurate, age appropriate and comprehensive contents in sexuality education textbooks. The reliability and the effectiveness of high school teaching materials, the feasibility of curriculum design and the effectiveness of curriculum construction needed to be strengthened.
Conclusion
It is suggested that more attention should be paid to the curriculum research of CSE, and the curriculum design should be decided. The gender equality content of the textbooks needs to be evaluated and strengthened, and the positive aspects of CSE need to be supplemented for the CSE teaching practice with schools as the center.
7.Analysis of related phenotype of prenatal cases with copy number variations in various region of 22q11.2.
Peixuan CAO ; Xiangyu ZHU ; Leilei GU ; Wei LIU ; Jie LI
Chinese Journal of Medical Genetics 2021;38(11):1055-1059
OBJECTIVE:
To analyze the prenatal ultrasound phenotypes of copy number variations (CNVs) in different regions of 22q11.2, their parental original, and pregnancy outcome.
METHODS:
Prenatal phenotypes of 25 cases with CNVs of the 22q11.2 region detected by chromosomal microarray analysis (CMA) was reviewed, which including There were 13 deletions and 12 duplications. Multiplex ligation-dependent probe amplification(MLPA) was carried out to determine their parental origin. All cases were followed up for their pregnancy outcome and postnatal growth.
RESULTS:
Among the 25 cases, the ultrasound phenotypes of those involving the TBX1 gene were mostly cardiovascular system abnormalities, the ultrasound phenotypes of cases involving CRKL gene are mostly polycystic renal dysplasia. The ultrasound phenotypes of CNVs in the distal region (involving the SMARCB1 gene) are nervous system abnormalities. 12 cases (48%) of CNVs were de novo in origin. Five cases were lost during follow-up,12 had opted to terminate the pregnancy, 8 fetuses were born,7 with normal growth and development, 1 case with CNV in A-D region was abnormal.Prenatal ultrasound showed abnormalities in the cardiovascular system consistent with postnatal ultrasound, in addition with dysphagia and growth retardation.
CONCLUSION
Prenatal phenotypes of the 22q11.2 region CNVs are diverse, which may be related to gene function. NT thickening may be used as an early ultrasound finding of proximal 22q11.2 CNV. More research is still required to delineate the nature of CNVs and gene function, so as to facilitate genetic counseling.
DNA Copy Number Variations
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Female
;
Fetus
;
Genetic Counseling
;
Humans
;
Microarray Analysis
;
Phenotype
;
Pregnancy
;
Prenatal Diagnosis
8.Chromosomal microarray analysis in prenatal diagnosis of women with isolated adverse pregnancy history
Xiangyu ZHU ; Wei LIU ; Leilei GU ; Yujie ZHU ; Peixuan CAO ; Xing WU ; Ying YANG ; Yali HU ; Jie LI
Chinese Journal of Perinatal Medicine 2021;24(6):423-426
Objective:To investigate the abnormal results of chromosomal microarray analysis (CMA) in the subsequent pregnancy of women with adverse pregnancy history, and explore the applicability of CMA in women with different genetic etiology.Methods:Out of 5 563 pregnant women who received CMA test in Nanjing Drum Tower Hospital during June 2014 and July 2020, 169 cases that underwent prenatal diagnosis due to isolated adverse pregnancy history were retrospectively collected in this study. All the participants were divided into three groups based on the etiology type of probands, genetic origin and expected CMA outcome: high-risk group ( n=19, including 11 cases with inherited pathogenic copy number variations and eight cases with inherited chromosomal abnormalities), low-risk group ( n=113, including six cases with negative whole exome sequencing and/or CMA findings, 31 cases with confirmed monogenic disease, 47 cases with de novo pathogenic copy number variations and 29 cases with de novo chromosomal abnormalities), and unknown risk group ( n=40, none of the cases underwent genetic testing). Descriptive statistical analysis was used to summarize the abnormal detection of each group. Results:There were 169 mothers with 172 fetuses finally enrolled, including two twins and one woman with two singleton pregnancies. A total of nine cases of abnormal fetuses were detected by CMA, accounting for 5.2% (9/172). Among them, eight were in the high-risk group, which were all caused by parental abnormalities, and one case in the low-risk group was detected with a de novo 22q11.22q11.23 microduplication, which was arr[GRCh37]22q11.22q11.23(22,997,928-25,002,659)×3. No abnormality was detected in the 40 patients of unknown risk group. Conclusions:Clarifying the etiology of isolated adverse pregnancy history is crucial to the rational application of CMA. Monogenic disease, unknown cause or negative finding of CMA in probands may not be an indication for prenatal diagnosis of CMA.
9.Effects of Ghrelin on the Proliferation and Differentiation of 3T3-L1 Preadipocytes
LIU JING ; LIN HANHUA ; CHENG PEIXUAN ; HU XIUFEN ; LU HUILING
Journal of Huazhong University of Science and Technology (Medical Sciences) 2009;29(2):227-230
The effects of ghrelin on the proliferation and differentiation of 3T3-L1 preadipocytes and the possible mechanisms were investigated in this study.3T3-L1 preadipocytes were cultured in vitro and treated with different concentrations of ghrelin.Proliferation of 3T3-L1 preadipocytes was evaluated by MTT method and mRNA levels of c-myc and thymidine kinase were detected by RT-PCR.Morphological changes of 3T3-L1 preadipocytes were observed and cell differentiation was measured by oil red O staining.The mRNA levels of peroxisome proliferator-activated receptor γ (PPARγ) and CAAT/enhancer binding protein (C/EBPα) in the cells at different differentiation stages were detected by RT-PCR.The results showed that ghrelin at concentrations of 10-7 to 10-15 mol/L could significantly promote preadipocyte proliferation (P<0.05),with the most pronounced effect observed at 1011mol/L (P<0.01).Treatment of 3T3-L1 preadipocytes with ghrelin significantly in-creased the mRNA levels of c-myc and thymidine kinase (P<0.01).Morphological findings demonstrated that the great amount of lipid droplets appeared in the 3T3-L1 preadipocytes treated with ghrelin.Ghrelin could morphologically induce the differentiation of 3T3-L1 preadipocytes into mature adipocytes.Ghrelin significantly increased the mRNA levels of PPART and C/EBPα during the differentiation,when compared with control group (P<0.05).The mRNA levels of PPARγ and C/EBPα were obviously up-regulated with the differentiation of preadipocytes after the treatment of ghrelin.There were significant difference in the mRNA levels of PPARγ and C/EBPα on day 2 and day 8 of the differentiation of 3T3-L1 preadipocytes (P<0.01).In conclusion,ghrelin could promote the proliferation and differentiation of 3T3-L1 preadipocytes by increasing the mRNA levels of PPARγ and C/EBPα and therefore enhance the sensitivity of adipocytes against insulin.
10.Evaluation of Atrial Septal Defect Using Real-time Three-dimensional Echocardiography:Comparison with Surgical Findings
Mweri Tobbi SAUMU ; DENG YOUBIN ; CHENG PEIXUAN ; LIN HANHUA ; WANG HONGWEI ; Mkangara Baaliy OMMARI ; XIA ZHI ; HU XIUFEN ; BI XIAOJUN ; WU YUHAN ; Bapumiia MUSTAAFA ; SHENTU WEIHUI ; LIU RONG ; LI YANI ; ZHU MEIHUA
Journal of Huazhong University of Science and Technology (Medical Sciences) 2009;29(2):257-259
The present study evaluated the application of three dimensional echocardigraphy (3DE) in the diagnosis of atrial septal defect (ASD) and the measurement of its size by 3DE and compared the size with surgical findings.Two-dimensional and real-time three dimensional echocardiography (RT3DE) was performed in 26 patients with atrial septal defect,and the echocardiographic data were compared with the surgical findings.Significant correlation was found between defect diameter by RT3DE and that measured during surgery (r=0.77,P<0.001).The defect area changed significantly during cardiac cycle.Percentage change in defect size during cardiac cycle ranged from 6%-70%.Our study showed that the size and morphology of atrial septal defect obtained with RT3DE correlate well with surgical findings.Therefore,RT3DE is a feasible and accurate non-invasive imaging tool for assessment of atrial septal size and dynamic changes.


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