1.Personalized mandibular reconstruction assisted by three-dimensional retrieval model based on fully connected neural network and a database of mandibles.
Shiyu QIU ; Yang LIAN ; Yifan KANG ; Lei ZHANG ; Yiwang CAI ; Xiaofeng SHAN ; Zhigang CAI
Journal of Peking University(Health Sciences) 2025;57(2):360-368
OBJECTIVE:
To propose a new protocol for personalized mandibular reconstruction assisted by three-dimensional (3D) retrieval model based on fully connected neural network (FCNN) and a database of mandibles, and to verify clinical feasibility of the protocol.
METHODS:
A database of mandibles of 300 normal northern Chinese Han people was established. On the basis of cephalometry, the mandible landmarks with good stability were further screened. Mandibular landmarks were selected and geometric features of the mandible were extracted. A 3D retrieval algorithm was developed, which could retrieve the mandible most similar to a given mandible from the database. A FCNN was built to train the algorithm to improve accuracy of the 3D retrieval model. Using Geomagic Control 2014 software, matching accuracy of the 3D retrieval model was based on aforementioned mandible database and algorithm. From December 2019 to March 2021, a total of 5 patients underwent personalized mandibular reconstruction assisted by a 3D retrieval model based on mandible database and FCNN in the Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology. The most similar mandible was retrieved from mandible database through 3D retrieval algorithm. It was used to restore the premorbid morphology of defect area and guide mandibular reconstruction. For the 5 patients, mandible was reconstructed with iliac flap. Virtual surgical plan was transformed using individual surgical guides.
RESULTS:
Through screening, mandibular landmarks with high reproducibility and stability were identified and composed of mandibular landmarker protocols. After training, the average deviation between most similar mandible retrieved from the 300-case mandible database through 3D retrieval model based on FCNN and given mandible was (1.77±0.44) mm. And the root-mean-square deviation between the most similar mandible retrieved from the database and given mandible was (2.58±0.86) mm. The mandibular reconstruction surgery was successful in all the 5 patients. Their facial symmetry and occlusion were restored. All the patients were satisfied with postoperative appearance. The mean deviation between postoperative mandible and preoperative design was (0.98±0.17) mm. The area with a deviation ≤1 mm accounted for 61.34%±14. 13%, ≤2 mm accounted for 83.82%±7.35%, and ≤3 mm accounted for 93.94%± 2.87%.
CONCLUSION
The personalized mandibular reconstruction assisted by 3D retrieval model based on the 300-case mandible database and FCNN is feasible clinically.
Humans
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Neural Networks, Computer
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Mandibular Reconstruction/methods*
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Mandible/diagnostic imaging*
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Imaging, Three-Dimensional/methods*
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Adult
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Databases, Factual
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Female
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Male
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Algorithms
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Middle Aged
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Cephalometry
2.Research Progress on Chemical Constituents, Pharmacological Effect and Clinical Applications of Daturae Flos
Jin-lian ZHU ; Ying-jia DENG ; Yan-shan HE ; Rui WANG ; Hai-xue KUANG ; Qiu-hong WANG
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(23):201-209
Daturae Flos
3.Clinical efficacy of segmented bifocal intraocular lens SBL-3
Chen CHEN ; Si-Meng QU ; Shan LIN ; Li LI ; Hong-Lian DI ; Yu-Fen WANG ; Qiu-Hong WEI
International Eye Science 2018;18(3):446-450
·AMI:To evaluate the clinical efficacy of the segmented bifocal intraocular lens (MIOL) SBL-3. ·METHODS:Totally 26 cases (26 eyes) of age-related cataract who received phacoemulsification and implantation of MIOL SBL-3 were enrolled from February 2016 to June 2017 in our hospital as the SBL-3 group. And 28 cases (28 eyes) of age-related cataract who received phacoemulsification and implantation of single focus intraocular lens intraocular lens TecnisZA9003 were enrolled as control group. At postoperative 3mo, the uncorrected visual acuity, corrected visual acuity, contrast sensitivity and patient satisfaction were compared between two groups. ·RESULTS: At preoperative, there was no statistical difference in uncorrected distance, intermediate and near visual acuity between two groups (P > 0. 05). At postoperatively 3mo, the uncorrected distance, intermediate and near visual acuity in patients of both groups were significantly improved (P < 0. 05). At postoperative 3mo,the uncorrected intermediate and near visual acuity, distance-corrected intermediate and near visual acuity, contrast sensitivity at different spatial frequencies (3, 6, 12, 18c/d) and patient satisfaction in SBL- 3 group were significantly better than those of control group (P<0.05). ·CONCLUSION:The MIOL SBL-3 not only could provide preferable distance visual acuity, but also could provide better intermediate visual acuity, near visual acuity and contrast sensitivity,and greatly increase the visual quality and satisfaction at postoperative in cataract patients.
4.Comparison on the visual quality after different multifocal lens implantation in cataract patients
Si-Meng QU ; Chen CHEN ; Shan LIN ; Hong-Lian DI ; Li LI ; Yu-Fen WANG ; Qiu-Hong WEI
International Eye Science 2018;18(3):486-490
·AIM: To compare the visual quality after different multifocal lens (MIOL) implantation in cataract patients. ·METHODS: Totally 78 cases (78 eyes) of cataract patients who receiving phacoemulsification and implantation of different MIOL were enrolled from February 2016 to June 2017 in our hospital. According to the different type of implanted MIOL, the 78 cases (78 eyes) were divided Group A,B and C,each group was 26 cases (26 eyes). Patients in the Group A were implanted regional refraction MIOL SBL-3; patients in the Group B implanted step progressive diffraction MIOL SN6AD1;patients in the Group C implanted all - optical plane diffraction MIOL Tecnis ZMB00. The visual acuity, contrast sensitivity,defocus testing,contrast visual acuity and satisfaction of visual quality were compared in 3 groups at postoperative 3mo. · RESULTS: There was no statistically significant difference in postoperative adverse reactions between the three groups (P>0.05). There was statistical difference in uncorrected intermediate visual acuity, uncorrected near visual acuity, distance - corrected intermediate visual acuity and distance- corrected near visual acuity in 3 groups (P < 0. 05), and those in the Group C were significantly worse than those of Group A and B (P<0.05). There was statistical difference in contrast sensitivity at four spatial frequencies (3,6,12,18c/d) in light and light glare and three spatial frequencies (3, 6, 12c/d) in dark and dark glare in 3 groups (P<0.05), and those in the Group A were significantly better than those of Group B and C (P<0.05). According to the defocus testing of 3 groups,the visual acuity at -1.5D,-2.0D and-2. 5D in Group A and B was significantly higher than Group C (P<0. 05). There was statistical difference in contrast visual acuity at 20% and 9% of contrast ratio in 3 groups (P<0.05),and those in Group A were significantly better than Group B and C(P<0.05). There was statistical difference in visual quality satisfaction in 3 groups (P<0.05), and that in the Group A was significantly better than that of Group B and C (P<0.05). ·CONCLUSION:The region refraction MIOL SBL-3 not only could provide better distant, intermediate and near visual acuity, but also could provide better contrast sensitivity and contrast visual acuity, thereby greatly increase visual quality satisfaction.
5.Changes of cardiac function, RAGE expression and calcium dysregula-tion in type 2 diabetic rats
Fei-Hong LIAN ; Fang RAO ; Su-Juan KUANG ; Xiao-Yan CHEN ; Hui YANG ; Fei-Long WU ; Meng-Zhen ZHANG ; Li-Ping MAI ; Qiu-Xiong LIN ; Zhi-Xin SHAN ; Min YANG ; Chun-Yu DENG
Chinese Journal of Pathophysiology 2018;34(3):488-493
AIM:To investigate the changes of cardiac structure and function in rats with type 2 diabetic melli-tus(T2DM),and to explore the mechanisms underlying diabetic cardiomyopathy.METHODS:The cardiac structure and function were measured by echocardiography in Zucker diabetic fatty(ZDF)rats and their control Zucker lean(ZL)rats. The size of the cardiomyocytes was determined by wheat germ agglutinin staining.The protein expression of atrial natriuretic peptide(ANP),β-myosin heavy chain(β-MHC), receptor for advanced glycation end products(RAGE), L-type cal-cium channel α1C subunit(CaV1.2)and Orai1 was assessed by Western blot.RESULTS:Compared with the ZL control rats,the thickness of left ventricular wall,ejection fraction(EF),fractional shortening(FS)and the sizes of cardiomyo-cytes were significantly increased,and diastolic function was decreased in the ZDF rats(P<0.05).The protein expression of β-MHC, ANP, RAGE and Orai1 was increased, while the expression of Ca V1.2 was decreased in ZDF rats(P <0.05).CONCLUSION:T2DM rats show the prominent features including cardiomyocyte hypertrophy,ventricular hyper-trophy and compensatory enhancement of cardiac function, and the Ca2+handling and increase in RAGE expression may play important roles in the processes.
6.Effect of Letrozole on the Reproductive Function and Linear Growth in the Early and Mid Puberty Boys
Juan LIN ; Hua-Mei MA ; Yan-Hong LI ; Hong-Shan CHEN ; Qiu-Li CHEN ; Jun ZHANG ; Song GUO ; Min-Lian DU
Journal of Sun Yat-sen University(Medical Sciences) 2018;39(3):386-392
[Objective] To investigate the effect of letrozole on the reproductive function and linear growth in the early and mid pubertal boys.[Methods] 43 early and middle pubertal boy with seriously damaged predict adult height,treated with letrozole 1.5 mg/m2/d Po ((>)2.5mg/d) were enrolled as treatment group.48 cases of healthy pubertal boys were enrolled as control.Growth parameters,sex hormone profiles,IGF-1,AMH and Inhibin B (INHB) were elevated at the beginning and after letrozole treatment.[Results] At baseline,no significant differences appeared in age,bone age,observation time,height for chronological age,height for bone age,midparental target height,BMI,or testis volume between two groups.After intervention,treatment group of bone age delayed,predict adult height increased,testicular volume increased and BMI increased compared with the control group (P=0.001,0.018,0.002,and 0.027,respectively).The serum FSH,△FSH,LH,△LH,LH/FSH,T,and △T in the treatment groups were much higher (all P<0.001),while the serum E2 and △ E2 levels were obviously lower than the control group (P=0.043 and P=0.033,respectively).17 cases of control group and 13 cases of treatment group had serum AMH,INHB level tested before and after letrozole treatment.Serum AMH level in the control group appeared with a decreasing trend with the progress of puberty,while the treatment group showed the opposite tendency.And the △ AMH was significant difference between control group and treatment group (P<0.001).The serum INHB in the two groups increased in varying degrees after the intervention,the INHB level in control group increased more than the treatment group,but the difference was not statistically significant (P=0.517).[Conclusion] Letrozole treatment can elevated levels of serum T with E2 reduce,bone age delay,predict adult height improved,and can obviously promote the secondary sex characters development in adolescent boys.And the longer letrozole treatment time,the more obvious growth effect.As to the reproductive function,letrozole may have inhibitory effect on testis maturity and cannot deny testis sertoli cells function affected with letrozole exposure.
7.Dyslipidemia and Its Related Factors in Chinese Children and Adolescents with Turner Syndrome
Si-Qi HUANG ; Hong-Shan CHEN ; Min-Lian DU ; Yan-Hong LI ; Hua-Mei MA ; Qiu-Li CHEN ; Jun ZHANG ; Song GUO
Journal of Sun Yat-sen University(Medical Sciences) 2018;39(3):420-426
[Objective] To analyze blood lipid and its related factors in Chinese children and adolescents with Turner syndrome.[Methods] The untreated TS patients were divided into two groups according to age (<11 years old and 11~15 years old) and enrolled two groups of age-matched control girls,blood lipid and the incidence of dyslipidemia were compared between the four groups,the related factors of blood lipid were also analyzed.Moreover,TS patients were divided into two groups according to karyotype,including 45,XO karyotype (55 cases) and other karyotypes (53 cases),blood lipid and the incidence of dyslipidemia in two groups were compared.[Result] Compared to age-matched control girls,TS patients of age 11~15 years group had higher TG levels and higher incidence of hypertriglyceridemia and borderline-hypertriglyceridemia (P<0.05) and the incidence of borderline-hypercholesterolemia was also significantly higher (P<0.01).But there were no differences in blood lipid level,incidence of dyslipidemia and the incidence of borerline-dyslipidemia between TS patients who were less than 11 years old and age-matched control girls.Total cholesterol of TS patients was negatively related to bone age (P<0.05).Triglyceride of TS patients was positively related to waist circumference (P<0.01).TS patients of 45,XO karyotype had lower TG levels,higher HDL levels and lower incidence of low HDL,borderline-high non-HDL and borderline-hypertriglyceridemia compared with those of other karyotypes (P<0.05).[Conclusions] Triglyceride in TS patients of age 11-15 years were higher than the control subjects,which may be related to estrogen deficiency and chromosome karyotype.
8.Parkinson's Disease with Fatigue: Clinical Characteristics and Potential Mechanisms Relevant to α-Synuclein Oligomer.
Li Jun ZUO ; Shu Yang YU ; Fang WANG ; Yang HU ; Ying Shan PIAO ; Yang DU ; Teng Hong LIAN ; Rui Dan WANG ; Qiu Jin YU ; Ya Jie WANG ; Xiao Min WANG ; Piu CHAN ; Sheng Di CHEN ; Yongjun WANG ; Wei ZHANG
Journal of Clinical Neurology 2016;12(2):172-180
BACKGROUND AND PURPOSE: The aim of this study was to identify the clinical characteristics and potential mechanisms relevant to pathological proteins in Parkinson's disease (PD) patients who experience fatigue. METHODS: PD patients (n=102) were evaluated using a fatigue severity scale and scales for motor and nonmotor symptoms. The levels of three pathological proteins-α-synuclein oligomer, β-amyloid (Aβ)(1-42), and tau-were measured in 102 cerebrospinal fluid (CSF) samples from these PD patients. Linear regression analyses were performed between fatigue score and the CSF levels of the above-listed pathological proteins in PD patients. RESULTS: The frequency of fatigue in the PD patients was 62.75%. The fatigue group had worse motor symptoms and anxiety, depression, and autonomic dysfunction. The CSF level of α-synuclein oligomer was higher and that of Aβ1-42 was lower in the fatigue group than in the non-fatigue group. In multiple linear regression analyses, fatigue severity was significantly and positively correlated with the α-synuclein oligomer level in the CSF of PD patients, after adjusting for confounders. CONCLUSIONS: PD patients experience a high frequency of fatigue. PD patients with fatigue have worse motor and part nonmotor symptoms. Fatigue in PD patients is associated with an increased α-synuclein oligomer level in the CSF.
Anxiety
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Cerebrospinal Fluid
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Depression
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Fatigue*
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Humans
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Linear Models
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Parkinson Disease*
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Weights and Measures
9.MicroRNA-10a expression in FAB different subtype of acute myeloid leukemia and its relationship with drug resistance.
Yong-Jin ZHI ; Feng ZHI ; Rong WANG ; Lian XUE ; Wei-Ying GU ; Biao WANG ; Wei-Min DONG ; Hai-Qian LI ; Yun LING ; Guo-Qiang QIU ; Zhi-Lin WANG ; Xiang-Shan CAO ; Yan LIU
Journal of Experimental Hematology 2015;23(1):29-33
OBJECTIVEThis study was to investigate the expression of miR-10a in the different FAB subtype of acute myeloid leukemia (AML) and its relationship with drug resistance.
METHODSForty de novo patients with AML, 16 patients with non-malignant hematologic disease and three AML cell lines HL-60, U937 and HL-60/ADR were enrolled in this study, the MiR-10a expression in bone marrow mononuclear cells of above-mentioned patients and 3 AML cell lines was detected by TaqMan RT-PCR. The correlation of miR-10a with clinicopathological factors of AML patients was analyzed.
RESULTSThe miR-10a expression level in HL-60 cell line was higher than that in U937 cell line (P = 0.039). And its expression level in de novo AML patients was higher than that in patients with non-malignant hematologic disease (P < 0.01). FAB-AML-M3 patients exhibited higher expression of miR-10a than that in M1, M2 and M4 (P < 0.05); HL-60/ADR cell line showed higher miR-10a expression than that in HL-60 cell line (P < 0.01) . Except M3, the patients without CR (non-CR) after the first cycle of chemotherapy showed a higher level of miR-10a as compared with CR patients (P < 0.01).
CONCLUSIONThe high expression of miR-10a may be closely related to over-proliferation of promyelocyte and drug resistance of acute myeloid leukemia cells, except M3.
Cell Line, Tumor ; Drug Resistance, Neoplasm ; Humans ; Leukemia, Myeloid, Acute ; MicroRNAs
10.Effect of gonadotropin-releasing hormone analog combined with stanazolol on final height in girls with idiopathic central precocious puberty and apparent decrease of linear growth.
Yan-hong LI ; Shun-ye ZHU ; Hua-mei MA ; Zhe SU ; Hong-shan CHEN ; Qiu-li CHEN ; Yu-fen GU ; Min-lian DU
Chinese Journal of Pediatrics 2013;51(11):807-812
OBJECTIVETo evaluate the effect of combined use of stanazolol (ST) on the final adult height (FAH) in girls with idiopathic central precocious puberty (ICPP) and apparently decreased linear growth during gonadotropin-releasing hormone analog (GnRHa) therapy.
METHODSixty-three girls with ICPP and decreased velocity of growth of height (HV<4 cm/yr) during GnRHa therapy were divided into 3 groups based on the following types of interventions:group 1 (n = 20), GnRHa+ST [25-30 µg/(kg·d) every 3-month followed by 3-month discontinuation], group 2 (n = 21), GnRHa+recombinant human growth hormone [rhGH, 1-1.1 U/(kg·w)], group 3 (n = 22), GnRHa alone.HV, the advancement of bone age (BA) for chronological age (CA) (ΔBA/ΔCA) and FAH were compared among groups.
RESULT(1)Total duration of ST combination therapy was (12.22 ± 3.62) months, while total duration of combination of rhGH was (13.22 ± 6.80) months. (2)HV increased significantly in both group 1 [ (2.79 ± 0.60) cm/yr vs. (6.27 ± 1.98) cm/yr, P < 0.01] and in group 2 [(2.80 ± 0.50) cm/yr vs. (6.25 ± 1.98) cm/yr, P < 0.01] during combined therapy, but maintained at low levels in group 3 [(3.95 ± 1.10) cm/yr vs. (3.34 ± 0.95) cm/yr, P > 0.05].No significant differences of ΔBA/ΔCA were found among the three groups [0.25(0.11∼0.28), 0.22(0.15∼0.31),0.19(0.10∼0.32), P > 0.05]. (3)FAH was significantly higher than predicted adult height (PAH) before combined therapy, as well as higher than target height (THt) in both group 1 [(156.25 ± 2.90) cm vs. (150.78 ± 3.70) cm, P < 0.01, (156.25 ± 2.90) cm vs. (153.94 ± 2.62) cm, P < 0.01], and in group2 [ (157.33 ± 4.69) cm vs. (152.61 ± 3.92) cm, P < 0.01, (157.33 ± 4.69) cm vs. (154.39 ± 4.72) cm, P = 0.01].In group 3, FAH was similar to PAH [(153.88 ± 2.6) cm vs. (152.54 ± 5.86) cm, P > 0.05], and was less than THt [(153.88 ± 2.6) cm vs. (155.60 ± 4.52) cm, P = 0.02]. (4)In girls treated with ST, no hirsutism, clitorism or hoarse voice was recorded.No polycystic ovary syndrome was found by B-mode ultrasound.
CONCLUSIONIntermittent combined use of low dose ST therapy can increase HV and thus improve FAH in girls with ICPP and apparently decreased linear growth during GnRHa therapy.
Body Height ; drug effects ; Bone Development ; Child ; Child Development ; drug effects ; Drug Therapy, Combination ; Female ; Gonadotropin-Releasing Hormone ; administration & dosage ; analogs & derivatives ; therapeutic use ; Growth Disorders ; drug therapy ; Human Growth Hormone ; administration & dosage ; therapeutic use ; Humans ; Puberty, Precocious ; drug therapy ; physiopathology ; Stanozolol ; administration & dosage ; therapeutic use ; Treatment Outcome

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