Objective To investigate the value of the nomogram model based on the apparent diffusion coefficient(ADC)value of the cervical spinal cord in predicting neurological recovery after cervical spondylotic myelopathy(CSM).Methods One hundred CSM patients undergoing decompression surgery were prospectively enrolled.All patients underwent conventional cervical spine MRI and sagittal position non-shared incentive diffusion weighted imaging(ZOOM-DWI)examination before surgery.The improvement rate of neurological function was calculated according to the modified Japanese Orthopaedic Association(mJOA)score before and 6 months after surgery and divided into the good improvement group(60 patients)and the poor improvement group(40 patients)according to the improvement rate.Independent risk factors for postoperative outcomes were determined by univariate and multivariate logistic regression.Then the prediction model based on the clinical-imaging feature(model 1)and clinical-imaging feature-ADC value(model 2)were established,the receiver operating characteristic(ROC)curve was drawn,and the DeLong test was performed to compare the discrimination efficiency of the two models.A nomogram,calibration curve,and clinical decision curve were drawn for model 2.Results Age,body mass index(BMI),diabetes mellitus,T2 hyperintense,cross-sectional area,and ADC values at the disc level of different segments were independent risk factors affecting the outcome of CSM.The area under the curve(AUC)of the ROC curve constructed by model 2(AUC=0.933)was higher than that of model 1(AUC=0.864).The DeLong test showed that the difference between the two models was statistically significant(P＜0.05).The nomogram,calibration curve,and decision curve analysis(DCA)of model 2 showed that it had good differentiation,accuracy,and clinical value.Conclusion The nomogram model based on ADC value can effectively predict the outcome of postoperative neurological recovery in CSM patients.

Objective To investigate the relationship between quantitative parameters of the histogram of global fat fraction(FF)in the infrapatellar fat pad(IPFP)and the severity of knee osteoarthritis(KOA).Methods A total of 120 patients were prospectively selected and divided into the non-KOA group(KL grade 0-1),the mild KOA group(KL grade 2),and the severe KOA group(KL grade 3-4)based on the Kellgren-Lawrence(KL)classification criteria of knee X-rays.The FF maps of the IPFP were obtained based on the mDIXON-Quant technique.The region of interest(ROI)was delineated using 3D Slicer software,and global histogram analysis was performed to obtain quantitative parameters,including mean,median,10th percentile(10th),90th percentile(90th),skewness,kurtosis,and entropy.Pearson or Spearman correlation analysis was used to evaluate the correlation between each quanti-tative parameter and the severity of KOA.The diagnostic efficacy was analyzed using the receiver operating characteristic(ROC)curves.Results As the progression of KL classification,the mean,median,percentiles,and kurtosis of the global FF histogram quantitative parameters in the IPFP decreased,while skewness and entropy increased,with statistically significant among the three groups(P＜0.001).The mean,median,10th,90th,and kurtosis showed negative correlations with the KL classification(r=-0.563,-0.448,-0.614,-0.294,-0.450),while skewness and entropy showed positive correlations with the KL classification(r=0.385,0.637),all of which were statistically significant(P＜0.05).The area under the curve(AUC)for diagnosing KOA were 0.799,0.725,0.828,0.636,0.741,0.688,and 0.830,respectively.The sensitivity of the 10th and entropy were 74.4％and 77.9％,respectively,and the specificity were 85.3％and 88.2％,respectively.Conclusion The quantitative parameters of the histogram of global FF in the IPFP are correlated with the severity of KOA and can reflect the pathophysiological changes in the IPFP.They can serve as objective indicators for diagnosing KOA and assessing its severity.

Objective To investigate the changes in metabolites detected by magnetic resonance spectroscopy(MRS)in the dorsal thalamus of patients with cervical spondylotic myelopathy(CSM)and to analyze their correlation with spinal cord injury based on diffusion tensor imaging(DTI).Methods A total of 93 patients with CSM(patient group)and 67 healthy volunteers(control group)were selected.DTI parameters of the spinal cord and MRS parameters of the thalamus were compared between the two groups.Correlation analysis were performed among clinical features,conventional imaging features,DTI parameters,and metabolites in CSM patients.Multifacto-rial linear regression equations for thalamic metabolites based on the aforementioned characteristics were established.Results The fractional anisotropy(FA)value was significantly lower in the patient group than in the control group(P=0.005,t=2.874).The N-acetyl aspartate/creatine(NAA/Cr)ratio(P<0.001,Z=-5.922),choline/Cr(Cho/Cr)ratio(P<0.001,Z=-6.857),and myo-inositol/Cr(MI/Cr)ratio(P<0.001,Z=-6.573)were significantly lower in the patient group than in the control group.The NAA/Cr ratio(r=0.444,P<0.001),Cho/Cr ratio(r=0.308,P=0.003),and MI/Cr ratio(r=-0.489,P<0.001)were corre-lated with the FA value in the patient group.There was a correlation between the NAA/Cr ratio and the duration(r=-0.365,P<0.001).Multifactorial linear regression equations for each metabolites in the thalamus:NAA/Cr=0.833+1.520×FA-0.007×duration;Cho/Cr=0.209+0.774×FA;MI/Cr=1.566-1.722×FA+0.008×modified Japanese Orthopaedic Association(mJOA)score;glu-tamate/Cr(Glx/Cr)=0.942+0.009×duration.Conclusion CSM patients exhibit metabolic alterations in the dorsal thalamus,which are linearly correlated with the degree of spinal cord injury.

Objective To access the changes of thalamic metabolites before and 6 months after surgery in patients with cervical spondylotic myelopathy(CSM)using hydrogen proton magnetic resonance spectroscopy(1H-MRS)and to analyze its association with improvement in neurological function.Methods Forty-eight CSM patients(CSM group)who underwent cervical decompression surgery were included,and 33 healthy controls(HC)(HC group)were recruited.All subjects underwent bilateral thalamic 1H-MRS scans before the surgical procedure,and subsequently again 6 months later.Neurological function was assessed pre-operatively and post-operatively(6 months)in all patients with CSM using the modified Japanese Orthopaedic Association(mJOA)score.The changes of mJOA(△mJOA)were employed as an indicator of neurological improvement.The pre-and post-operative thalamic metabolites ratio of N-acetyl aspartate/creatine(NAA/Cr),choline/Cr(Cho/Cr),myo-inositol/Cr(mI/Cr),glutamate and glutamine/Cr(Glx/Cr)were compared in CSM patients and HC.A correlation analysis was conducted to determine the relationship between alterations in pre-and post-operative thalamic metabolites ratio(△NAA/Cr,△Cho/Cr,△mI/Cr,△Glx/Cr)and △mJOA.Results Compared to HC group,patients with CSM group showed significantly lower NAA/Cr(t=-4.988,P＜0.001;t=-3.562,P=0.001),Cho/Cr(t=-5.946,P＜0.001;t=-2.764,P=0.007)and mI/Cr(t=-3.988,P＜0.001;t=-2.079,P=0.041)before and 6 months after surgery.6 months post-operative NAA/Cr(t=-2.805,P=0.007)and mI/Cr(t=-3.285,P=0.003)were increased in CSM groups compared to pre-operative NAA/Cr and mI/Cr.In CSM group,△mI/Cr correlated significantly with △mJOA(r=0.478 2,P=0.000 6).Conclusion There are differences in thalamic metabolites in CSM patients before and after surgery.△mI/Cr is correlated with the improvement of neurological function,which can be used as an imaging parameter to evaluate the neurological function recovery in patients with CSM after surgery.

Objective To investigate the changes in metabolites detected by magnetic resonance spectroscopy(MRS)in the dorsal thalamus of patients with cervical spondylotic myelopathy(CSM)and to analyze their correlation with spinal cord injury based on diffusion tensor imaging(DTI).Methods A total of 93 patients with CSM(patient group)and 67 healthy volunteers(control group)were selected.DTI parameters of the spinal cord and MRS parameters of the thalamus were compared between the two groups.Correlation analysis were performed among clinical features,conventional imaging features,DTI parameters,and metabolites in CSM patients.Multifacto-rial linear regression equations for thalamic metabolites based on the aforementioned characteristics were established.Results The fractional anisotropy(FA)value was significantly lower in the patient group than in the control group(P=0.005,t=2.874).The N-acetyl aspartate/creatine(NAA/Cr)ratio(P<0.001,Z=-5.922),choline/Cr(Cho/Cr)ratio(P<0.001,Z=-6.857),and myo-inositol/Cr(MI/Cr)ratio(P<0.001,Z=-6.573)were significantly lower in the patient group than in the control group.The NAA/Cr ratio(r=0.444,P<0.001),Cho/Cr ratio(r=0.308,P=0.003),and MI/Cr ratio(r=-0.489,P<0.001)were corre-lated with the FA value in the patient group.There was a correlation between the NAA/Cr ratio and the duration(r=-0.365,P<0.001).Multifactorial linear regression equations for each metabolites in the thalamus:NAA/Cr=0.833+1.520×FA-0.007×duration;Cho/Cr=0.209+0.774×FA;MI/Cr=1.566-1.722×FA+0.008×modified Japanese Orthopaedic Association(mJOA)score;glu-tamate/Cr(Glx/Cr)=0.942+0.009×duration.Conclusion CSM patients exhibit metabolic alterations in the dorsal thalamus,which are linearly correlated with the degree of spinal cord injury.

Objective To investigate the value of the nomogram model based on the apparent diffusion coefficient(ADC)value of the cervical spinal cord in predicting neurological recovery after cervical spondylotic myelopathy(CSM).Methods One hundred CSM patients undergoing decompression surgery were prospectively enrolled.All patients underwent conventional cervical spine MRI and sagittal position non-shared incentive diffusion weighted imaging(ZOOM-DWI)examination before surgery.The improvement rate of neurological function was calculated according to the modified Japanese Orthopaedic Association(mJOA)score before and 6 months after surgery and divided into the good improvement group(60 patients)and the poor improvement group(40 patients)according to the improvement rate.Independent risk factors for postoperative outcomes were determined by univariate and multivariate logistic regression.Then the prediction model based on the clinical-imaging feature(model 1)and clinical-imaging feature-ADC value(model 2)were established,the receiver operating characteristic(ROC)curve was drawn,and the DeLong test was performed to compare the discrimination efficiency of the two models.A nomogram,calibration curve,and clinical decision curve were drawn for model 2.Results Age,body mass index(BMI),diabetes mellitus,T2 hyperintense,cross-sectional area,and ADC values at the disc level of different segments were independent risk factors affecting the outcome of CSM.The area under the curve(AUC)of the ROC curve constructed by model 2(AUC=0.933)was higher than that of model 1(AUC=0.864).The DeLong test showed that the difference between the two models was statistically significant(P＜0.05).The nomogram,calibration curve,and decision curve analysis(DCA)of model 2 showed that it had good differentiation,accuracy,and clinical value.Conclusion The nomogram model based on ADC value can effectively predict the outcome of postoperative neurological recovery in CSM patients.

Objective To investigate the relationship between quantitative parameters of the histogram of global fat fraction(FF)in the infrapatellar fat pad(IPFP)and the severity of knee osteoarthritis(KOA).Methods A total of 120 patients were prospectively selected and divided into the non-KOA group(KL grade 0-1),the mild KOA group(KL grade 2),and the severe KOA group(KL grade 3-4)based on the Kellgren-Lawrence(KL)classification criteria of knee X-rays.The FF maps of the IPFP were obtained based on the mDIXON-Quant technique.The region of interest(ROI)was delineated using 3D Slicer software,and global histogram analysis was performed to obtain quantitative parameters,including mean,median,10th percentile(10th),90th percentile(90th),skewness,kurtosis,and entropy.Pearson or Spearman correlation analysis was used to evaluate the correlation between each quanti-tative parameter and the severity of KOA.The diagnostic efficacy was analyzed using the receiver operating characteristic(ROC)curves.Results As the progression of KL classification,the mean,median,percentiles,and kurtosis of the global FF histogram quantitative parameters in the IPFP decreased,while skewness and entropy increased,with statistically significant among the three groups(P＜0.001).The mean,median,10th,90th,and kurtosis showed negative correlations with the KL classification(r=-0.563,-0.448,-0.614,-0.294,-0.450),while skewness and entropy showed positive correlations with the KL classification(r=0.385,0.637),all of which were statistically significant(P＜0.05).The area under the curve(AUC)for diagnosing KOA were 0.799,0.725,0.828,0.636,0.741,0.688,and 0.830,respectively.The sensitivity of the 10th and entropy were 74.4％and 77.9％,respectively,and the specificity were 85.3％and 88.2％,respectively.Conclusion The quantitative parameters of the histogram of global FF in the IPFP are correlated with the severity of KOA and can reflect the pathophysiological changes in the IPFP.They can serve as objective indicators for diagnosing KOA and assessing its severity.

Objective To access the changes of thalamic metabolites before and 6 months after surgery in patients with cervical spondylotic myelopathy(CSM)using hydrogen proton magnetic resonance spectroscopy(1H-MRS)and to analyze its association with improvement in neurological function.Methods Forty-eight CSM patients(CSM group)who underwent cervical decompression surgery were included,and 33 healthy controls(HC)(HC group)were recruited.All subjects underwent bilateral thalamic 1H-MRS scans before the surgical procedure,and subsequently again 6 months later.Neurological function was assessed pre-operatively and post-operatively(6 months)in all patients with CSM using the modified Japanese Orthopaedic Association(mJOA)score.The changes of mJOA(△mJOA)were employed as an indicator of neurological improvement.The pre-and post-operative thalamic metabolites ratio of N-acetyl aspartate/creatine(NAA/Cr),choline/Cr(Cho/Cr),myo-inositol/Cr(mI/Cr),glutamate and glutamine/Cr(Glx/Cr)were compared in CSM patients and HC.A correlation analysis was conducted to determine the relationship between alterations in pre-and post-operative thalamic metabolites ratio(△NAA/Cr,△Cho/Cr,△mI/Cr,△Glx/Cr)and △mJOA.Results Compared to HC group,patients with CSM group showed significantly lower NAA/Cr(t=-4.988,P＜0.001;t=-3.562,P=0.001),Cho/Cr(t=-5.946,P＜0.001;t=-2.764,P=0.007)and mI/Cr(t=-3.988,P＜0.001;t=-2.079,P=0.041)before and 6 months after surgery.6 months post-operative NAA/Cr(t=-2.805,P=0.007)and mI/Cr(t=-3.285,P=0.003)were increased in CSM groups compared to pre-operative NAA/Cr and mI/Cr.In CSM group,△mI/Cr correlated significantly with △mJOA(r=0.478 2,P=0.000 6).Conclusion There are differences in thalamic metabolites in CSM patients before and after surgery.△mI/Cr is correlated with the improvement of neurological function,which can be used as an imaging parameter to evaluate the neurological function recovery in patients with CSM after surgery.

Objective To explore the correlation of the myeloid antigen expression and clinical characteristics of acute lymphoblastic leukemia (ALL) in children.Methods The clinical data of 77 newly diagnosed ALL patients in Department of Hematology,the People's Hospital of Zhengzhou University from Jan.2010 to Dec.2013 were analyzed.The patients included 53 boys and 24 girls with a median age of 7.73 (2.00-15.00) years old.Based on flow cytometry (FCM) analysis of bone marrow,these patients were divided into 2 groups:one group included 26 patients with positive myeloid antigen expression (MyAg + ALL) and the other group included 51 patients with negative myeloid antigen expressions (MyAg-ALL).The correlation among myeloid antigen expression,clinical features,prednisone experiment,myelogram on the 15th day was analyzed through induction chemotherapy and minimal residual disease (MRD) on the 33rd day,and the rate of disease-free survival (DFS) was compared between the 2 groups.Results There were 26 cases with myeloid antigen expression among 77 patients (33.77％),CD13 + accounting for 19.48％ (15/77 cases),CD33 + 10.39％ (8/77 cases),and CD117 + 5.19％ (4/77 cases).Among these patients,there were 2 patients expressing both CD13 + and CD33 +,and 1 patient expressing both CD33 + and CD117 +.There was no difference between the MyAg + ALL group and MyAg-ALL group in gender (x2 =0.217,P =0.641),age (≥ 10 years old,x2 =0.011,P =0.918),white blood count(≥50 × 109/L,x2 =1.198,P =0.274),lactate dehydrogenase (LDH) (≥500 U/L,x2 =0.317,P =0.573),genetic abnormality (x2 =0.377,P =0.539),immunophenotype (B-ALL/T-ALL,x2 =0.397,P =0.529),and risk stratification (low-risk group,middle-risk group and high-risk group,x2 =0.260,P =0.878).Univariate Logistic regression showed that the reaction rate of prednisone experiment (P =0.023,OR =3.422) and positive rate of MRD (P =0.001,OR =0.133) of MyAg + ALL group were obviously higher than those in MyAg-ALL group.Multivariate Logistic regression showed that positive rate of MRD in CD13 + ALL group was obviously higher than that of CD13-ALL group (P =0.034,OR =120.765).The DFS rate of CD13 + ALL group and CD13-ALL group were (50.4 ± 13.8)％ and (77.4 ±6.7)％ respectively,and there was a significant difference between the 2 groups (x2 =3.928,P =0.047).Conclusions There is no significant correlation between myeloid antigen expression and clinical characteristics of children patients with ALL.For the patients with myeloid antigens,the early reaction of induction chemotherapy is bad,and for patients with CD13,the prognosis is not good.