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Objective:To investigate the radiation dose and detection efficiency of artificial intelligence (AI) system for solid nodules in chest phantom with different scanning protocols.Methods:A total of 60 simulated nodules with different CT values and diameters were uniformly placed in each lung lobe and lung segment of the anthropomorphic chest phantom. GE Revolution evo CT was used to scan the chest phantom. 64 groups of images with different scanning parameters were collected at the tube voltage of 80, 100, 120, 140 kV, different noise indexes (NI 10-40 with interval 2), and other fixed parameters. The detection result of simulated nodules were recorded on AI software, and the detection rate and false detection rate were calculated, respectively, for different shapes of nodules. The mean volume CT dose index (CTDI vol) and dose length product (DLP) of each scan were recorded. Results:There were no statistically significant differences in the detection rate and false detection rate of spherical nodules and irregular nodules at different tube voltages( P > 0.05), but there were and statistically significant with different noise indices ( F=10.57, 17.77, 9.33, P < 0.001). Different tube voltages had no statistical significance for CTDI vol and DLP ( P > 0.05), while different noise indices had statistical significance for CTDI vol and DLP ( F=59.87, 60.92, P < 0.001). The detection rates of nodules were moderately or weakly correlated with noise indices, CTDI vol and DLP ( r=0.43, 0.56, -0.58, -0.78, P<0.05), but no correlation with tube voltage ( P>0.05). Conclusions:Scanning protocol has an impact on AI detection efficiency of pulmonary nodules. Reasonable scanning parameters should be selected according to different image quality requirements in clinical practice.
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Objective@#Subthreshold attention-deficit/hyperactivity disorder (ADHD) has been suggested to be a “morbid condition” which also needs medical attention. @*Methods@#The present study recruited 89 children with subthreshold ADHD (sADHD), 115 children with diagnosed ADHD (cADHD), and 79 healthy controls (HC) to explore the clinical manifestation, executive functions (EFs) of sADHD, and the caregiver strain. The clinical manifestation was evaluated through clinical interviews and parent-reports. Executive functions were assessed both experimentally and ecologically. Caregiver strain was measured by a parent-reported questionnaire. @*Results@#For the clinical manifestation, both sADHD and cADHD indicated impairments when compared with HC. The comorbidities and the scaled symptoms indicated that the externalizing behaviors were relatively less serious in sADHD than cADHD, whereas the internalizing behaviors between two groups were comparable. For ecological EFs, sADHD scored between cADHD and HC in inhibition and working memory. For experimental EFs, sADHD was comparable to cADHD in inhibition, shifting, and was worse than cADHD in verbal working memory. For the caregiver strain, all scores of sADHD were between that in cADHD and that in HC. @*Conclusion@#Our present findings supported the suggestion of subthreshold ADHD as “morbid condition,” which should be treated with caution in clinical practice, especially for the internalizing behaviors and some key components of EFs.
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Objective@#Attention deficit hyperactivity disorder (ADHD) is a polygenic neurodevelopmental disorder with significant gender differences. The sexual dimorphism of ADHD may be associated with estrogen acting through estrogen receptors (ESR). This study investigates the impact of ESR gene polymorphism and its interactions with neurodevelopmental genes on ADHD susceptibility. @*Methods@#The study compared genotyping data of single nucleotide polymorphisms in ESR1 and ESR2 in 1,035 ADHD cases and 962 controls. The gene-gene interactions between ESR genes and three neurodevelopmental genes (brain-derived neurotrophic factor [BDNF], synaptosomal-associated protein of 25 kDa gene [SNAP25], and cadherin-13 [CDH13]) in ADHD were investigated using generalized multifactor dimensionality reduction and verified by logistic regression analysis. @*Results@#The G allele of rs960070/ESR2 (empirical p=0.0076) and the A allele of rs8017441/ESR2 (empirical p=0.0426) were found significantly higher in ADHD cases than in the controls but not in male or female subgroups. Though no difference was found in all subjects or females, the A allele of rs9340817/ESR1 (empirical p=0.0344) was found significantly higher in ADHD cases than controls in males. We also found genetic interaction models between ESR2 gene, neurodevelopmental genes and ADHD susceptibility in males (ESR2 rs960070/BDNF rs6265/BDNF rs2049046/SNAP25 rs362987/CDH13 rs6565113) and females (ESR2 rs960070/BDNF rs6265/BDNF rs2049046) separately, though it was negative in overall subjects. @*Conclusion@#The ESR gene polymorphism associates with ADHD among Chinese Han children, with interactions between ESR genes and neurodevelopmental genes potentially influencing the susceptibility of ADHD.
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Objective:To study the association between set shifting in ADHD and NRXN1 gene.Methods:According to the diagnostic standard of the Diagnostic and Statistical Manual of Mental Disorders,Fourth Edition (DSM-Ⅳ).Totally 756 Han Chinese ADHD children and 133 Han Chinese unaffected children were involved in the analysis.Set shifting,including number connection time (NOTIM),number connection error times (NOERR),number and letter alternant connection time (LETIM),number and letter altemant error times (LEERR),and shifting time(each value was the difference between LETIM and NOTIM),was recorded by trail making test (TMT).Two SNPs (Single Nucleotide Polymorphisms) of NRXN1 gene,rs1592728 and rs4971652,were chose to detect genotype using Sequenom Mass ARRAY system by real time quantitative polymerase chain reaction.Linear regression analysis was applied to explore the influence of set shifting,then,stratified analysis was used to study the association between set shifting and rs1592728 as well as rs4971652 in ADHD cases and controls separately.Results:Linear regression analysis showed that there was a negative correlation between set shifting and month (β =0.42,P ＜0.001),IQ (β =0.34,P ＜ 0.001),group (β =0.08,P =0.004),GG genotype of rs4971652 (β =0.06,P =0.039).Among ADHD children,there was a negative relationship between set shifting and month (β =0.46,P ＜0.001),IQ (β =0.32,P ＜ 0.001),GG genotype of rs4971652 (β =0.07,P =0.018),a positive association was found between set shifting and ADHDSUB (β =0.06,P =0.033),set shifting damaged higher with ADHD-Ⅰ children than ADHD-C children.While,in controls,set shifting was in inverse relation with month (β =0.25,P =0.002) and IQ (β =0.40,P ＜ 0.001).Conclusion:It suggests that the association between shift in ADHD children and polymorphism of NRXN1 gene is existed,set shifting deficit less seriously in GG genotype.
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Objective To explore the correlation between circadian clock gene clock circadian regulator (CLOCK) and attention-deficit/hyperactivity disorder (ADHD) and the role of CLOCK and sleep problems on inhibition in male children with ADHD. Methods Two single nucleotide polymorphisms (SNPs) of CLOCK were genotyped in 854 male ADHD children and 320 male controls. Sleep problems were assessed using parent symptom questionnaire. In ADHD cases, the main effects and interaction of CLOCK SNPs and sleep problems on inhibition assessed by using Stroop Color and Word Test, were analyzed using the analysis of covariance (ANCOVA). Results No significant differences of allele and genotype frequencies were found for rs6832769 and rs11932595 in all case-control groups (P>0.05). In ADHD cas?es, the main effects of rs6832769 and rs11932595 genotypes and sleep problems on inhibition were not significant (P>0.05). However, the interaction of rs6832769 genotype and sleep problems was significant (F=6.71, P=0.01). When ac?companied with sleep problems, ADHD cases carrying the AA&AG genotype showed the longest time of word interfer? ence (F=6.63, P=0.01). Conclusions Inhibition of male ADHD children can be modulated by the interaction of CLOCK rs6832769 and sleep problems.
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Objective:To investigate the association between LPHN3 andattention-deficit/hyperactivity disor-der(ADHD)in Chinese Han children.Methods:Based on the Diagnostic and Statistical Manual of Mental Disor-ders,Fourth Edition (DSM-IV)diagnosis criteria,921 normal controls and 1052 ADHD children were included in the study.The Clinical Diagnostic Interview Scale (CDIS )was used to assess symptoms and ADHD sub-types.ADHD was divided into three subtypes,namely ADHD inattentive type (ADHD-I),ADHD hyperactive-im-pulsive type (ADHD-HI),and ADHD combined type (ADHD-C).The ADHD rating-scale was used to assess ADHD symptoms.Including inattentive symptoms,hyperactive symptoms,impulsive symptoms and ADHD total symptoms.Three single nucleotide polymorphisms (SNPs)of LPHN3 were genotyped.Case-control studies were conducted to investigate the association of each SNP with the ADHD and the subgroups using chi-square test.Results:rs11131347 was associated with ADHD P <0.05,OR =0.86(0.76 -0.98)],but the difference didn't survive significance after corrections,The frequency of minor allele C in cases and control was0.409 vs.0.445.For different genders,rs11131347 was significantly associated with ADHD boys [P <0.05,OR =0.82(0.71 -0.96)], The frequency of minor allele C in cases and control was0.402 vs.0.449.For different subtypes,rs11131347 was associated with ADHD-C [P <0.05,OR =0.85(0.74 -0.98)]and ADHD-C boys[P <0.05,OR =0.82(0.70 -0.97)],but none of the difference survived significance after corrections,The frequencies of minor allele C in cases and control were respectively 0.407 vs.0.445 and 0.401 vs.0.449.Genotypes distribution analysis indicated that rs11131347 was associated with ADHD in general (recessive model,P <0.05),ADHD boys (additive model,P <0.05;dominant model,P <0.05;recessive model,P <0.05),ADHD-C(recessive model,P <0.05)and ADHD-C boys (dominant model,P <0.05 ),however,none of the difference survived significance after correc-tions.rs11131347 was nominal associated with impulsive scores(P <0.05).Conclusion:These findings suggest that the polymorphism of LPHN3 is probably involved in the pathological mechanisms of ADHD and its core symptoms of impulsivity.
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Objective To explore the value of magnetic resonance imaging (MRI)different planes in the diagnosis of uterine sep-tum.Methods The MR images of 28 cases with hysteroscopy surgery proved congenital uterine septum were analyzed retrospective-ly.The MRI findings in different planes of uterine septum were compared.Results 28 cases of congenital uterine septum malforma-tion were shown by magnetic resonance imaging in different planes.The sensitivity of oblique coronal for the uterine septum was not only higher than the conventional axial and oblique axial,but also higher than normal coronal (P <0.05).The oblique coronal was the most sensitive MRI imaging position for diagnosis of uterine septum,especially for complete uterine septum malformation.The uterine septum morphology and signal characteristics was fully visualized and accurately measured by the oblique coronal T2 WI.The oblique axial T2 WI displayed a continuous cross-sectional image of uterine septum and played a complementary role on the diagnosis of uterine septum.In contrast,a poor display was observed for uterine septum on sagittal plane.Conclusion Congenital uterine sep-tum can be clearly demonstrated by MRI oblique coronal and oblique axial joint application.
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Objective To explore the impacts of catechol-O-Methyltransferase (COMT) gene polymorphisms on the outcomes of methylphenidate treatment for attention deficit hyperactivity disorder (ADHD) in children. Methods One hundred seventy-seven ADHD children of Chinese Han descent received open-labelled dose titration with methylpheni?date to achieve optimal response in 2~4 weeks. The behavior changes were evaluated by using ADHD diagnostic scale (parent version) before and after treatment. COMT gene rs4680 (Val158Met) and rs165599 were genotyped using fluores?cent real-time PCR. The genotype distribution and treatment outcomes including remission, response and non-response were analyzed. Results The treatment response differed significantly among patients with different genotypes of rs4680 (P0.05). Conclu?sion COMT gene rs4680 (Val158Met) polymorphism is associated with methylphenidate response in a Han Chinese popu?lation. Patients with G allele is more likely to benefit from methylphenidate treatment in comparison with A/A genotype.