BACKGROUND:Cervical instability is a common orthopedic disease in young and middle-aged people,and is the early manifestation of cervical spondylosis,which has a great impact on the quality of life of patients.Therefore,early diagnosis of cervical instability to implement early intervention has positive clinical and social significance.OBJECTIVE:The clinical prediction model of cervical instability in young and middle-aged people was constructed based on machine learning to realize early screening of cervical instability in young and middle-aged people before X-ray examination.METHODS:From September 2022 to October 2023,155 young and middle-aged adults with cervical instability and 88 with non-cervical instability recruited through recruitment advertisements and spinal department outpatient of Wangjing Hospital,China Academy of Chinese Medical Sciences were selected as research subjects.The research subjects'general information,living and working habits,discomfort symptoms,visual analog scale score,Neck Disability Index,and 36-ltem Short Form Health Survey were collected on site based on questionnaires.The above information was used as predictive factors.After screening,six machine learning algorithms of Support Vector Machine,LightGBM,RandomForest,Logistic,AdaBoost,and XGBClassifier were used to train the model by ten-fold cross-validation method,and the clinical prediction model of cervical instability was constructed.Area under the curve was used as the main evaluation index.Univariate analysis was performed on the predictors,and SHAP method was used to rank the importance of the predictors.Correlation heat maps were used to show the degree of linear correlation between the predictors and the cervical instability.RESULTS AND CONCLUSION:(1)Among the six machine learning models,RandomForest model was chosen as the final prediction model,including nine predictors,such as age,body mass index,neck circumference/neck length,visual analog scale score,Neck Disability Index,bodily pain,general health,vitality,and mental health,area under the curve=0.725 4,and the calibration degree was good.It could be used as a reference tool for early screening of cervical instability in young and middle-aged people.(2)There were significant differences in age,visual analog scale score,Neck Disability Index,bodily pain,general health,and vitality between the two groups(P＜0.05).(3)The order of importance of predictors was age,Neck Disability Index,visual analog scale score,general health,body mass index,vitality,bodily pain,neck circumference/neck length,mental health,among which age,visual analog scale score,Neck Disability Index were positively correlated with cervical instability,while general health,body mass index,vitality,bodily pain,neck circumference/neck length,and mental health were negatively correlated with cervical instability.

Objective:To compare and observe the fundus imaging characteristics of eyes with glucocorticoid-related central serous chorioretinopathy (CSC).Methods:A retrospective clinical study. A total of 149 CSC patients with 166 eyes diagnosed at Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University from March 2021 to October 2024 were included in the study. The duration of the disease from the appearance of symptoms to treatment was less than 3 months. All affected eyes underwent best-corrected visual acuity (BCVA), fundus color photography, swept-source optical coherence tomography (SS-OCT), and fundus fluorescein angiography (FFA) examinations. BCVA was tested using an international standard vision chart and converted into logarithm of the minimum angle of resolution (logMAR) visual acuity for statistical analysis. The SS-OCT instrument measured subfoveal choroidal thickness (SFCT), central macular thickness (CMT), choroidal vascular volume (CVV), and the width and height of flat irregular pigment epithelial detachment (FIPED). FIPED, subretinal fibrin, and choroidal layer strong reflective spots were identified from SS-OCTA B-scan images; multiple leakages (leak points >3) were identified from FFA images. Based on the presence or absence of a clear history of glucocorticoid administration before the onset, patients were divided into glucocorticoid-related and non-glucocorticoid-related groups, comprising 41 patients with 53 eyes and 108 patients with 113 eyes, respectively. Clinical and fundus imaging characteristics of the two groups were compared. The comparison of quantitative data between the two groups was performed using independent samples t test or non-parametric independent samples Wilcoxon test; the comparison of qualitative data was performed using χ2 test. Results:Compared with the non-glucocorticoid-related group, the glucocorticoid-related group had a smaller male-to-female ratio and a higher bilateral incidence, and the differences were statistically significant ( χ2=4.925, 17.849; P<0.05). The logMAR BCVA for the glucocorticoid-related and non-glucocorticoid-related groups were 0.45±0.33 and 0.21±0.21, respectively; SFCT were (644.43±131.91) and (507.26±121.79) μm; CMT were (389.51±233.45) and (362.59±140.85) μm; CVV were (4.44±1.07) and (3.67±0.82) mm 3; FIPED incidence were 58.49% (31/58) and 20.35% (23/113), respectively; FIPED width and height were (1 122.01±533.98) and (742.90±388.79) μm, and (99.13±92.17) and (33.01±15.99) μm; subretinal fibrin were observed in 24 (45.28%, 24/53) and 15 (13.27%, 15/113) eyes; choroidal strong reflections were found in 38 (71.70%, 38/53) and 45 (39.82%, 45/113) eyes; multiple leak points were identified in 35 (66.03%, 35/53) and 40 (35.40%, 40/113) eyes, respectively. Compared with the non-glucocorticoid-related group, the glucocorticoid-related group had worse BCVA ( Z=-4.984), thicker SFCT ( t=6.586), larger CVV ( t=5.160), higher incidence of FIPED ( χ2=23.908), and greater width and height of FIPED ( t=2.895, Z=-3.703). The glucocorticoid-related group also had a significantly increased incidence of subretinal fibrin, choroidal strong reflections, and multiple leak points, with all differences being statistically significant ( χ2=20.565, 14.663, 13.675; P<0.05); however, the comparison of CMT showed no statistically significant difference ( Z=-0.651, P>0.05). Conclusion:Compared with non-glucocorticoid-related CSC, glucocorticoid-related CSC patients have poorer vision, are more likely to affect both eyes, show no gender bias; choroidal vascular dilation is more significant, and damage to the outer retina and retinal pigment epithelium is more severe.

BACKGROUND:Cervical instability is a common orthopedic disease in young and middle-aged people,and is the early manifestation of cervical spondylosis,which has a great impact on the quality of life of patients.Therefore,early diagnosis of cervical instability to implement early intervention has positive clinical and social significance.OBJECTIVE:The clinical prediction model of cervical instability in young and middle-aged people was constructed based on machine learning to realize early screening of cervical instability in young and middle-aged people before X-ray examination.METHODS:From September 2022 to October 2023,155 young and middle-aged adults with cervical instability and 88 with non-cervical instability recruited through recruitment advertisements and spinal department outpatient of Wangjing Hospital,China Academy of Chinese Medical Sciences were selected as research subjects.The research subjects'general information,living and working habits,discomfort symptoms,visual analog scale score,Neck Disability Index,and 36-ltem Short Form Health Survey were collected on site based on questionnaires.The above information was used as predictive factors.After screening,six machine learning algorithms of Support Vector Machine,LightGBM,RandomForest,Logistic,AdaBoost,and XGBClassifier were used to train the model by ten-fold cross-validation method,and the clinical prediction model of cervical instability was constructed.Area under the curve was used as the main evaluation index.Univariate analysis was performed on the predictors,and SHAP method was used to rank the importance of the predictors.Correlation heat maps were used to show the degree of linear correlation between the predictors and the cervical instability.RESULTS AND CONCLUSION:(1)Among the six machine learning models,RandomForest model was chosen as the final prediction model,including nine predictors,such as age,body mass index,neck circumference/neck length,visual analog scale score,Neck Disability Index,bodily pain,general health,vitality,and mental health,area under the curve=0.725 4,and the calibration degree was good.It could be used as a reference tool for early screening of cervical instability in young and middle-aged people.(2)There were significant differences in age,visual analog scale score,Neck Disability Index,bodily pain,general health,and vitality between the two groups(P＜0.05).(3)The order of importance of predictors was age,Neck Disability Index,visual analog scale score,general health,body mass index,vitality,bodily pain,neck circumference/neck length,mental health,among which age,visual analog scale score,Neck Disability Index were positively correlated with cervical instability,while general health,body mass index,vitality,bodily pain,neck circumference/neck length,and mental health were negatively correlated with cervical instability.

Objective:To compare and observe the fundus imaging characteristics of eyes with glucocorticoid-related central serous chorioretinopathy (CSC).Methods:A retrospective clinical study. A total of 149 CSC patients with 166 eyes diagnosed at Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University from March 2021 to October 2024 were included in the study. The duration of the disease from the appearance of symptoms to treatment was less than 3 months. All affected eyes underwent best-corrected visual acuity (BCVA), fundus color photography, swept-source optical coherence tomography (SS-OCT), and fundus fluorescein angiography (FFA) examinations. BCVA was tested using an international standard vision chart and converted into logarithm of the minimum angle of resolution (logMAR) visual acuity for statistical analysis. The SS-OCT instrument measured subfoveal choroidal thickness (SFCT), central macular thickness (CMT), choroidal vascular volume (CVV), and the width and height of flat irregular pigment epithelial detachment (FIPED). FIPED, subretinal fibrin, and choroidal layer strong reflective spots were identified from SS-OCTA B-scan images; multiple leakages (leak points >3) were identified from FFA images. Based on the presence or absence of a clear history of glucocorticoid administration before the onset, patients were divided into glucocorticoid-related and non-glucocorticoid-related groups, comprising 41 patients with 53 eyes and 108 patients with 113 eyes, respectively. Clinical and fundus imaging characteristics of the two groups were compared. The comparison of quantitative data between the two groups was performed using independent samples t test or non-parametric independent samples Wilcoxon test; the comparison of qualitative data was performed using χ2 test. Results:Compared with the non-glucocorticoid-related group, the glucocorticoid-related group had a smaller male-to-female ratio and a higher bilateral incidence, and the differences were statistically significant ( χ2=4.925, 17.849; P<0.05). The logMAR BCVA for the glucocorticoid-related and non-glucocorticoid-related groups were 0.45±0.33 and 0.21±0.21, respectively; SFCT were (644.43±131.91) and (507.26±121.79) μm; CMT were (389.51±233.45) and (362.59±140.85) μm; CVV were (4.44±1.07) and (3.67±0.82) mm 3; FIPED incidence were 58.49% (31/58) and 20.35% (23/113), respectively; FIPED width and height were (1 122.01±533.98) and (742.90±388.79) μm, and (99.13±92.17) and (33.01±15.99) μm; subretinal fibrin were observed in 24 (45.28%, 24/53) and 15 (13.27%, 15/113) eyes; choroidal strong reflections were found in 38 (71.70%, 38/53) and 45 (39.82%, 45/113) eyes; multiple leak points were identified in 35 (66.03%, 35/53) and 40 (35.40%, 40/113) eyes, respectively. Compared with the non-glucocorticoid-related group, the glucocorticoid-related group had worse BCVA ( Z=-4.984), thicker SFCT ( t=6.586), larger CVV ( t=5.160), higher incidence of FIPED ( χ2=23.908), and greater width and height of FIPED ( t=2.895, Z=-3.703). The glucocorticoid-related group also had a significantly increased incidence of subretinal fibrin, choroidal strong reflections, and multiple leak points, with all differences being statistically significant ( χ2=20.565, 14.663, 13.675; P<0.05); however, the comparison of CMT showed no statistically significant difference ( Z=-0.651, P>0.05). Conclusion:Compared with non-glucocorticoid-related CSC, glucocorticoid-related CSC patients have poorer vision, are more likely to affect both eyes, show no gender bias; choroidal vascular dilation is more significant, and damage to the outer retina and retinal pigment epithelium is more severe.

BACKGROUND:Previous studies on cervical instability failed to explain the dynamic and static interaction relationship and pathological characteristics changes in the development of cervical lesions under the traditional imaging examination.In recent years,the emerging nuclear magnetic resonance imaging(MRI)radiomics can provide a new way for in-depth research on cervical instability. OBJECTIVE:To investigate the application value of MRI radiomics in the study of cervical instability. METHODS:Through recruitment advertisements and the Second Department of Spine of Wangjing Hospital,China Academy of Chinese Medical Sciences,young cervical vertebra unstable subjects and non-unstable subjects aged 18-45 years were included in the cervical vertebra nuclear magnetic image collection.Five specific regions of interest,including the intervertebral disc region,the facet region,the prevertebral muscle region,the deep region of the posterior cervical muscle group,and the superficial region of the posterior cervical muscle group,were manually segmented to extract and screen the image features.Finally,the cervical instability diagnosis classification model was constructed,and the effectiveness of the model was evaluated using the area under the curve. RESULTS AND CONCLUSION:(1)A total of 56 subjects with cervical instability and 55 subjects with non-instability were included,and 1 688 imaging features were extracted for each region of interest.After screening,300 sets of specific image feature combinations were obtained,with 60 sets of regions of interest for each group.(2)Five regions of interest diagnostic classification models for cervical instability were initially established.Among them,the support vector machine model for the articular process region and the support vector machine model for the deep cervical muscle group had certain accuracy for the classification of instability and non-instability,and the average area under the curve of ten-fold cross-validation was 0.719 7 and 0.703 3,respectively.(3)The Logistic model in the intervertebral disc region,the LightGBM model in the prevertebral muscle region,and the Logistic model in the superficial posterior cervical muscle region were generally accurate in the classification of instability and non-instability,and the average area under the curve of ten-fold cross-validation was 0.650 4,0.620 7,and 0.644 2,respectively.(4)This study proved the feasibility of MRI radiomics in the study of cervical instability,further deepened the understanding of the pathogenesis of cervical instability,and also provided an objective basis for the accurate diagnosis of cervical instability.

Objective:To observe the clinical characteristics and risk factors associated with pachydrusen in eyes affected by central serous chorioretinopathy (CSC).Methods:A retrospective clinical study. From July 2021 to June 2024, 144 cases and 158 eyes of CSC patients diagnosed through ophthalmological examination at Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University were included. All affected eyes underwent a series of assessments, including refraction, intraocular pressure measurement, fundus color photography, fluorescein fundus angiography (FFA), and swept-source optical coherence tomography (OCT). Additionally, 58 eyes underwent indocyanine green angiography (ICGA). Cross-sectional (en-face) OCT was utilized to observe the colocalization of pachydrusen with areas of dilation of large choroidal vessels and attenuation of the choriocapillaris layer. The device was used for OCT included software for calculating subfoveal choroidal thickness (SFCT). FFA fluorescein leakage was categorized into "ink stain", "cooking smoke", and "diffuse point leakage". Patients were classified into groups of CSC patients complicated by pachydrusen and groups of CSC patients without pachydrusen. Comparisons between the groups were performed using the χ2 test, and factors associated with the presence of pachydrusen were analyzed using logistic regression. Results:Among 158 eyes, 72 eyes (45.6%, 72/158) were complicated by pachydrusen. In en-face OCT images, pachydrusen were co-located with dilated large choroidal vessels in 59 eyes (81.94%, 59/72) and corresponded to choroidal capillary layer blood flow holes in 61 eyes (84.72%, 61/72). Among the 58 eyes that underwent ICGA examination, pachydrusen corresponded to punctate strong fluorescence in 46 eyes (79.31%, 46/58) and were located in areas of choroidal hyperpermeability in 43 eyes (74.14%, 43/58). Compared with the CSC group without pachydrusen, the incidence of choroidal neovascularization, flat irregular pigment epithelial detachment, diffuse punctal leakage and multiple leakage points increased in the CSC group, and the differences were statistically significant ( χ2=6.217, 8.455, 5.363, 17.749; P<0.05). Logistic regression analysis indicated that age [odds ratio ( OR)=1.116, 95% confidence interval ( CI) 1.060-1.176, P<0.001], chronic CSC [ OR=2.628, 95% CI 1.250-5.526, P=0.011] were independent risk factors for the occurrence of pachydrusen. Conclusions:The incidence of pachydrusen in eyes with CSC is 45.6%, with age and chronic CSC identified as independent risk factors for their occurrence. Pachydrusen correspond to dilated choroidal vessels and areas of choroidal hyperpermeability, which may serve as potential risk factors for CSC activity or development.

Objective:To observe the clinical characteristics and risk factors associated with pachydrusen in eyes affected by central serous chorioretinopathy (CSC).Methods:A retrospective clinical study. From July 2021 to June 2024, 144 cases and 158 eyes of CSC patients diagnosed through ophthalmological examination at Department of Ophthalmology of The First Affiliated Hospital of Zhengzhou University were included. All affected eyes underwent a series of assessments, including refraction, intraocular pressure measurement, fundus color photography, fluorescein fundus angiography (FFA), and swept-source optical coherence tomography (OCT). Additionally, 58 eyes underwent indocyanine green angiography (ICGA). Cross-sectional (en-face) OCT was utilized to observe the colocalization of pachydrusen with areas of dilation of large choroidal vessels and attenuation of the choriocapillaris layer. The device was used for OCT included software for calculating subfoveal choroidal thickness (SFCT). FFA fluorescein leakage was categorized into "ink stain", "cooking smoke", and "diffuse point leakage". Patients were classified into groups of CSC patients complicated by pachydrusen and groups of CSC patients without pachydrusen. Comparisons between the groups were performed using the χ2 test, and factors associated with the presence of pachydrusen were analyzed using logistic regression. Results:Among 158 eyes, 72 eyes (45.6%, 72/158) were complicated by pachydrusen. In en-face OCT images, pachydrusen were co-located with dilated large choroidal vessels in 59 eyes (81.94%, 59/72) and corresponded to choroidal capillary layer blood flow holes in 61 eyes (84.72%, 61/72). Among the 58 eyes that underwent ICGA examination, pachydrusen corresponded to punctate strong fluorescence in 46 eyes (79.31%, 46/58) and were located in areas of choroidal hyperpermeability in 43 eyes (74.14%, 43/58). Compared with the CSC group without pachydrusen, the incidence of choroidal neovascularization, flat irregular pigment epithelial detachment, diffuse punctal leakage and multiple leakage points increased in the CSC group, and the differences were statistically significant ( χ2=6.217, 8.455, 5.363, 17.749; P<0.05). Logistic regression analysis indicated that age [odds ratio ( OR)=1.116, 95% confidence interval ( CI) 1.060-1.176, P<0.001], chronic CSC [ OR=2.628, 95% CI 1.250-5.526, P=0.011] were independent risk factors for the occurrence of pachydrusen. Conclusions:The incidence of pachydrusen in eyes with CSC is 45.6%, with age and chronic CSC identified as independent risk factors for their occurrence. Pachydrusen correspond to dilated choroidal vessels and areas of choroidal hyperpermeability, which may serve as potential risk factors for CSC activity or development.

PURPOSE: The characteristic expression of DNA damage response proteins in familial breast cancers with BRCA1, BRCA2, or non-BRCA1/2 mutations has not been analyzed in Chinese patients. Our study aimed to assess the differential expression of microcephalin 1 (BRIT1), ATM serine/threonine kinase (ATM), checkpoint kinase 2 (CHEK2), BRCA1, RAD51 recombinase (RAD51), and poly (ADP-ribose) polymerase 1 (PARP-1) and establish the profile of Chinese familial breast cancers with different mutation status. METHODS: We constructed five tissue microarrays from 183 familial breast cancer patients (31 with BRCA1 mutations; 14 with BRCA2 mutations, and 138 with non-BRCA1/2 mutations). The DNA response and repair markers used for immunohistochemistry analysis included BRIT1, ATM, CHEK2, BRCA1, RAD51, and PARP-1. The expressions of these proteins were analyzed in BRCA1/2 mutated tumors. The association between pathologic characteristics with BRCA1/2 mutation status was also analyzed. RESULTS: In familial breast cancer patients, BRCA1 mutated tumors were more frequent with high nuclear grade, estrogen receptor/progesterone receptor/human epidermal growth factor receptor 2 negative, low Ki-67, and positive CK5/6. BRCA1 mutated tumors had lower CHEK2 and higher cytoplasmic BRIT1 expression than BRCA2 and non-BRCA1/2 mutation tumors. BRCA2-associated tumors showed higher CHEK2 and cytoplasmic RAD51 expression than those in other groups. Nuclear PARP-1 expression in BRCA1/2-associated tumors was significantly higher than in non-BRCA1/2 mutation tumors. Moreover, we found quite a few of negative PARP-1 expression cases in BRCA1/2 mutated groups. CONCLUSION: The clinicopathologic findings of BRCA1-associated Chinese familial breast cancers were similar to the results of other studies. Chinese familial breast cancer patients with BRCA1/2 mutations might have distinctive expression of different DNA damage response proteins. The reduced expression of PARP-1 in Chinese BRCA1/2 mutated breast cancer patients could influence the therapeutic outcome of PARP-1 inhibitors.
Asian Continental Ancestry Group* ; Breast Neoplasms* ; Breast* ; Checkpoint Kinase 2 ; Cytoplasm ; DNA Damage* ; DNA Repair ; DNA* ; Estrogens ; Genes, BRCA1 ; Genes, BRCA2 ; Humans ; Immunohistochemistry ; Phosphotransferases ; Rad51 Recombinase ; Receptor, Epidermal Growth Factor

Objective To explore the compare of complete and incomplete radical debridement for thoracolumbar spinal tuberculosis.Methods Data of 296 patients with spinal tuberculosis from January 2000 to January 2011 were retrospectively analyzed.All patients were divided into two groups according to completeness of debridement:complete debridement group (group A) and incomplete debridement group (group B).There were 162 cases in group A including 86 males and 76 females,with an average age of 38.74± 17.26 years.There were 134 cases in group B including 73 males and 61 females,with an average age of 35.64± 18.21 years.All paticnts had undergone anterior debridement,focal graft implantation,anterior or posterior deformity correction,and internal fixation.Regular follow-up was required in the two groups.Results Residual sclerotic walls (36.54％),multipie cavities (34.62％),affected bony bridges (13.46％),sequestmm (3.37％),abscess (7.21％) and other lesionses (4.81％) were found in the group B.The first three factors were made up 84.62％ of the total.The mean follow-up time was 76.13±8.32 months in the group A and 79.24±5.49 months in the group B.The symptoms,C-reactive protein and erythrocyte sedimentation rate were improved more obviously in group A than those in group B.Six months after operation,tuberculosis healing rate in group A and group B was 29.01％ (47 patients) and 4.48％ (6 patients),respectively.The mean healing time was 4.36± 1.27 months in the group A and 9.15±2.53 months in the group B,with significant differences.The mean the time of chemotherapy was 5.21± 1.38 months in the group A and (10.45±2.15) months in the group B,with significant differences.Reoperation rate in group A and group B was 0.62％ (1/162) and 4.48％ (6/134),respectively.Conclusion Sclerotic bone,multiple cavities,and bony bridges are parts of foci in spinal tuberculosis.Clearing tuberculous foci with sclerotic bone,multiple cavities,and bony bridges can increase the curative effect,shorten the time of chemotherapy and reduce the side effects of drug,thus early resumption can be achieved.

Objective:To investigate the effects of acupuncture therapy on acute cerebral infarction. Methods: Eighty patients with acute cerebral infarction were randomly divided into a treatment group of 40 cases and a control group of 40 cases. Xuanzhong(GB 39)-through-Sanyinjiao(SP 6) acupuncture was performed as a main treatment. The curative effects were compared between the two groups and the sizes of cerebral infarct, between pretreatment and posttreatment after one course of treatment. Results: The total recovery rate was 88.5% in the treatment group and 57.5% in the control group after one course of treatment. There was a significant difference between the two(P<0.05). The rate of change in the infarct for the better was significantly higher in the treatment group than in the control group. There was also a significant difference(P<0.05). Conclusion: This treatment is an effective method for lowering the rate of apoplectic disability and raising the cure rate.