1.Prediction of recurrence risk of estrogen receptor-positive and human epidermal growth factor receptor-2 negative breast cancer using a multi-parameter regression model based on diffusion kurtosis imaging
Weiping ZHOU ; Xingyou ZAN ; Xiao LIU ; Shudong YANG ; Xiangming FANG
Chinese Journal of Radiology 2024;58(2):201-208
Objective:To explore the predictive value of a regression model based on diffusion kurtosis imaging (DKI) parameters for prediction of the recurrence risk in patients with estrogen receptor (ER)-positive, human epidermal growth factor receptor 2 (HER-2)-negative early invasive breast cancer.Methods:A retrospective cross-sectional study was designed. The clinicopathological (age, histological grade, Ki-67 level, etc.) and imaging data of 50 patients (50 lesions) with ER-positive, HER-2 negative early invasive breast cancer who underwent treatment at Wuxi People′s Hospital from January 2016 to December 2018 were retrospectively analyzed. All patients were female, aged 29 to 81 years, and underwent pre-operation conventional MRI and DKI examinations. The volume of breast fibroglandular tissue (FGT), background parenchymal enhancement (BPE), and internal enhancement features were recorded; the peak enhancement (PH), peak enhancement rate, time to peak, mean kurtosis (MK), and mean diffusivity (MD) were calculated. Based on the 21-gene recurrence risk scores, patients were divided into low recurrence risk group and medium-high recurrence risk group. Independent sample t test, Mann-Whitney U test, χ2 test were used to compare the differences of various indicators between the two groups. Two logistic models were constructed with age, PH, MD, and MK as independent variables (Pre1), and with Ki-67, age, PH, MD, and MK as independent variables (Pre2), respectively. The efficacy of the models in predicting low recurrence risk in patients was assessed using receiver operating characteristic curve and area under the curve (AUC). Results:There were 25 cases in the low recurrence risk group and 25 cases in the medium-high recurrence risk group. The differences in age, FGT, PH, MD, MK, and Ki-67 between the low recurrence risk group and the medium-high recurrence risk group were statistically significant (all P<0.05), while other indexes showed no statistically significant differences (all P>0.05). The AUC of Pre1 in predicting low recurrence risk of ER-positive, HER-2 negative early invasive breast cancer was 0.87, with a sensitivity of 0.76 and specificity of 0.88. The AUC of Pre2 for predicting the low recurrence risk of ER-positive, HER-2 negative early invasive breast cancer was 0.92, with a sensitivity of 0.84, and specificity of 0.92. Conclusions:A multi-parameter model based on DKI can effectively predict the recurrence risk of ER-positive and HER-2 negative breast cancer. The model with combination of Ki-67 can further improve the predictive efficacy, and help effectively identify patients at low recurrence risk.
2.Predicting the 3-year tumor-specific survival in patients with T3a non-metastatic renal cell carcinoma
Zezhen ZHOU ; Shaohui DENG ; Ye YAN ; Fan ZHANG ; Yichang HAO ; Liyuan GE ; Hongxian ZHANG ; Guo-Liang WANG ; Shudong ZHANG
Journal of Peking University(Health Sciences) 2024;56(4):673-679
Objective:To predict the 3-year cancer-specific survival(CSS)of patients with non-meta-static T3a renal cell carcinoma after surgery.Methods:A total of 336 patients with pathologically con-firmed T3a N0-1M0 renal cell carcinoma(RCC)who underwent surgical treatment at the Department of Urology,Peking University Third Hospital from March 2013 to February 2021 were retrospectively collect-ed.The patients were randomly divided into a training cohort of 268 cases and an internal validation co-hort of 68 cases at an 4∶1 ratio.Using two-way Lasso regression,variables were selected to construct a nomogram for predicting the 3-year cancer-specific survival(CSS)of the patients with T3aN0-1M0 RCC.Performance assessment of the nomogram included evaluation of discrimination and calibration ability,as well as clinical utility using measures such as the concordance index(C-index),time-dependent area un-der the receiver operating characteristic curve[time-dependent area under the curve(AUC)],calibra-tion curve,and decision curve analysis(DCA).Risk stratification was determined based on the nomo-gram scores,and Kaplan-Meier survival analysis and Log-rank tests were employed to compare progres-sion-free survival(PFS)and cancer-specific survival(CSS)among the patients in the different risk groups.Results:Based on the Lasso regression screening results,the nomogram was constructed with five variables:tumor maximum diameter,histological grading,sarcomatoid differentiation,T3a feature,and lymph node metastasis.The baseline data of the training and validation sets showed no statistical differences(P>0.05).The consistency indices of the column diagram were found to be 0.808(0.708-0.907)and 0.903(0.838-0.969)for the training and internal validation sets,respectively.The AUC values for 3-year cancer-specific survival were 0.843(0.725-0.961)and 0.923(0.844-1.002)for the two sets.Calibration curves of both sets demonstrated a high level of consistency between the actual CSS and predicted probability.The decision curve analysis(DCA)curves indicated that the column dia-gram had a favorable net benefit in clinical practice.A total of 336 patients were included in the study,with 35 cancer-specific deaths and 69 postoperative recurrences.According to the line chart,the patients were divided into low-risk group(scoring 0-117)and high-risk group(scoring 119-284).Within the low-risk group,there were 16 tumor-specific deaths out of 282 cases and 36 postoperative recurrences out of 282 cases.In the high-risk group,there were 19 tumor-specific deaths out of 54 cases and 33 post-operative recurrences out of 54 cases.There were significant differences in progression-free survival(PFS)and cancer-specific survival(CSS)between the low-risk and high-risk groups(P<0.000 1).Conclusion:A nomogram model predicting the 3-year CSS of non-metastatic T3a renal cell carcinoma patients was successfully constructed and validated in this study.This nomogram can assist clinicians in accurately assessing the long-term prognosis of such patients.
3.The application value of MRI high-definition diffusion weighted imaging combined with T1WI dynamic contrast enhancement in preoperative T-stage of rectal cancer
Hongyan WAN ; Xiangming FANG ; Wei SHEN ; Xiaoyun HU ; Weiping ZHOU ; Zhiqiang TIAN ; Shudong YANG ; Haixia MAO ; Zongming ZHU
Journal of Practical Radiology 2024;40(6):926-930
Objective To explore the effectiveness of high-definition diffusion weighted imaging(DWI)sequence combined with T1 WI-fat suppression(FS)dynamic contrast enhancement(DCE)sequence for preoperative T-stage of rectal cancer by using 3.0T MRI standardized scanning.Methods A retrospective analysis was conducted on MRI images of 57 patients with rectal cancer confirmed by pathology.Before surgery,the patients underwent 3.0T MRI standardized rectal cancer scan methods,including routine sequence,high-definition DWI sequence,and T1 WI-FS DCE sequence,etc.Then two experienced physicians evaluated the T-stage of preoperative rectal cancer through high-definition DWI(transverse and sagittal sections)and T1 WI-FS DCE sequences in the double-blind method.Using the postoperative pathological results of rectal cancer as the"gold standard",two sequences were combined to evaluate the accuracy,sensitivity,and specificity of rectal cancer T-stage.Results Among the 57 cases,there were 9 cases of upper rectal cancer,39 cases of middle rectal cancer,and 9 cases of lower rectal cancer.The accuracy rates of preoperative T-stage diagnosis for rectal cancer by two evaluator were both 85.7%(6/7)in T1 stage,88.2%(15/17)and 94.1%(16/17)in T2 stage,96.9%(31/32)and 93.8%(30/32)in T3 stage,and both 100.0%(1/1)in T4 stage.For evaluator 1,the sensitivity and specificity of the rectal cancer T-stage diagnosis were 96.1%and 83.3%,and for evaluator 2 were 94.1%and 83.3%,respectively.For rectal cancer MRI diagnosis,the accuracy rates and sensitivity were higher when combining the high-definition DWI sequence and T1 WI-FS DCE sequence,compared with a single high-definition DWI sequence or T1 WI-FS DCE sequence,and the difference was statistically significant.The average preoperative apparent diffusion coefficient(ADC)value of rectal cancer was compared between the corresponding postoperative pathological T1 to T4 stage groups,and the difference was statistically significant.Conclusion The combination of high-definition DWI sequence and T1 WI-FS DCE sequence improves the accuracy of rectal cancer T-stage,providing assistance for personalized clinical treatment.
4.Clinicopathological features and prognosis of non-clear cell renal cell carcinoma of pT 3a stage
Zezhen ZHOU ; Yu ZHANG ; Shaohui DENG ; Fan ZHANG ; Hongxian ZHANG ; Min QIU ; Zhuo LIU ; Shudong ZHANG
Chinese Journal of Urology 2023;44(11):830-835
Objective:To investigate the clinicopathological characteristics and prognosis of pT 3a stage non-clear cell renal cell carcinoma (nccRCC). Methods:The clinical data of 438 patients with pT 3a stage renal cell carcinoma treated by surgery at Peking University Third Hospital from March 2013 to March 2023 were retrospectively analyzed. Among them, there were 58 cases in the nccRCC group and 380 cases in the clear cell RCC (ccRCC) group. There were statistically significant differences in age, American Society of Anesthesiologists (ASA) classification, and comorbidities between the two groups (all P<0.05). Therefore, propensity score matching was used to adjust the baseline data of the two groups. After matching, there were 58 cases in the nccRCC group and 232 cases in the ccRCC group. There were no statistically significant differences in gender (male/female: 34/24 cases and 165/67 cases), age (53.3±16.8 years and 56.6±11.6 years), ASA classification (1/2/3/4: 19/34/5/0 cases and 60/163/8/1 cases), comorbidities (present/absent: 16/42 cases and 76/156 cases), tumor maximum diameter [6.7 (5.3, 8.4) cm and 5.8 (4.6, 7.8) cm], and nephron sparing surgery(yes/no: 4/54 cases and 15/217 cases) (all P > 0.05). The overall survival (OS) and progression-free survival (PFS) of two groups were compared, the Kaplan-Meier method was employed to plot survival curves. Cox proportional hazards regression model was used to analyze the relationship between different pT 3a characteristics in the nccRCC group and progression-free survival. Results:In the matched cohort, the median follow-up time for the nccRCC group and ccRCC group were 28.0 (16.3, 45.3) months and 31.0 (18.0, 57.0) months, respectively. The pathological types in the nccRCC group included chromophobe renal cell carcinoma (20 cases, 34.5%), papillary renal cell carcinoma (20 cases, 34.5%), Xp11.2 translocation renal cell carcinoma (8 cases, 13.8%), mucinous tubular and spindle cell carcinoma (3 cases, 5.2%), and other or unclassified renal cell carcinoma (7 cases, 12.1%). There was no statistical significance between the nccRCC and ccRCC groups in terms of invasion of the renal vein without involvement of the vein wall (yes/no: 5/53 cases and 41/191 cases), vascular invasion (yes/no: 18/40 cases and 52/180 cases), invasion of the perirenal fat (yes/no: 15/43 cases and 39/193 cases), invasion of the renal pelvis and sinus (yes/no: 51/7 cases and 200/32 cases), or sarcomatoid differentiation (yes/no: 2/56 cases and 4/228 cases)(all P > 0.05). However, there was a statistically significant difference in lymph node involvement (yes/no: 3/229 cases and 9/49 cases, P < 0.01). The 5-year PFS and OS of nccRCC group were 67% (95% CI 52%-86%) and 70% (95% CI 55%-89%) respectively. While the 5-year PFS and OS of ccRCC group were 78% (95% CI 70%-86%) and 87% (95% CI 81%-93%) respectively. There was no statistically significant difference in PFS between the two groups ( P>0.05), but there was a statistically significant difference in OS ( P<0.01). Furthermore, within specific pathological types, the 5-year PFS and OS rates of chromophobe renal cell carcinoma were 88% (95% CI 67%-100%) and 86% (95% CI 63%-100%) respectively, followed by papillary renal cell carcinoma with 5-year PFS of 55% (95% CI 33%-91%) and 5-year OS of 65% (95% CI 44%-97%), and Xp11.2 translocation renal cell carcinoma with 5-year PFS of 38% (95% CI 9%-100%) and 5-year OS of 43% (95% CI 10%-100%). The difference in PFS and OS between ccRCC, chromophobe renal cell carcinoma, papillary renal cell carcinoma, and Xp11.2 translocation renal cell carcinoma was statistically significant ( P<0.01). In addition, the multivariate Cox regression analysis revealed that the independent risk factor for PFS in nccRCC patients is the invasion of the renal vein without venous wall involvement ( HR = 8.0, 95% CI 1.8-36.2, P<0.01). Conculsions:Compared to ccRCC, pT 3a nccRCC is more prone to lymph node metastasis. Among them, papillary renal cell carcinoma and Xp11.2 translocation renal cell carcinoma have a poorer prognosis, resulting in an overall lower survival period for pT 3a nccRCC patients. Among different pT 3a characteristics, invasion of the renal vein without invading the vein wall is an independent risk factor for PFS in nccRCC patients.
5.Changes of brain functional imaging in patients with major depressive disorder during different periods of antidepressant treatment
Shudong ZHANG ; Yuan ZHOU ; Zhifang ZHANG ; Gang WANG
Chinese Journal of Behavioral Medicine and Brain Science 2022;31(4):378-384
It is unclear whether antidepressants have the same effects on the brain function at different periods of treatment.In this paper, in order to improve the understanding of the neurobiological mechanisms of antidepressants from brain network level, find the target of antidepressants, optimize treatment strategy, four common neuroimaging techniques were reviewed to investigate the changes of brain functional imaging in patients with major depressive disorder at different periods (short-term, acute and long-term) after antidepressant treatment.After short-term antidepressant treatment, the changes of brain functional imaging mainly involved the amygdala, insula, prefrontal cortex, dorsal anterior cingulate cortex and so on, and these short-term changes of brain functional imaging could predict acute efficiency.After acute stage of antidepressant treatment, the changes of brain functional imaging were mostly located in the brain regions of cortical-limbic circuit and default mode network.The effect of long-term antidepressant treatment on brain functional imaging still needs to be further studied.In the future, the experimental design should be optimized and multiple neuroimaging techniques should be combined to conduct longitudinal long-term studies at multiple time points.
6.Screening and analysis of gastric cancer in large-scale natural population in Wuxi
Xiaogang CAI ; Lin JI ; Cheng YANG ; Bin ZHOU ; Hui WANG ; Min XIA ; Rui WU ; Ying CAI ; Zhiyi ZHOU ; Shudong YANG ; Zengchao LIU ; Qiang ZHAN
Chinese Journal of Digestive Endoscopy 2021;38(6):434-441
Objective:To explore the screening scheme of gastric cancer in large-scale natural population in Wuxi.Methods:From December 2016 to December 2019, 105 865 residents of 19 communities (villages) in six streets of Xinwu District, Wuxi were randomly enrolled in this study by random number table. A household epidemiological questionnaire survey was conducted among 50 063 target population subjects (aged 40-69), and then, respondents were divided into four categories, category Ⅰ: HP (-), PG (-); category Ⅱ: HP (+ ), PG (-); category Ⅲ: HP (+ ), PG (+ ); category Ⅳ: HP (-), PG (+ )according to the serological Helicobacter pylori ( HP) antibodies and pepsinogen (PG) test results. People in category Ⅲ and Ⅳ were all selected into group C and group D respectively, then individuals 3 times of group D were randomly selected from category Ⅰ to assign to group A, and individuals 3 times of group C from category Ⅱwere assigned to group B in the same way. Remaining individuals in category Ⅰ and Ⅱ who had first-degree family history of gastric cancer were also included in group A and group B, respectively. Endoscopic and pathological examination were performed on the above enrolled subjects for high grade intraepithelialneoplasia (HGIN), early gastric cancer and gastric cancer. Results:Of the 50 063 target subjects, 31 508 questionnaires were finally collected, with a participation rate of 62.9%. A total of 19 745 people were tested for serology, and the participation rate was 39.4% (19 745/50 063). Serological results showed that there were 11 152 people (56.48%) in category Ⅰ, 8 170 (41.38%) in category Ⅱ, 124 (0.63%) in category Ⅲ, and 299 (1.51%) in category Ⅳ. According to the exclusion criteria and principle of voluntariness, 3 400 individuals were candidates to undergo gastroscopy. Finally, a total of 2 389 people came to the hospital for gastroscopy, 1 263 in group A, 814 in group B, 86 in group C and 226 in group D, with an overall response rate of 70.3% (2 389/3 400), target population participation rate of 4.8% (389/50 063), and the overall population participation rate of 2.3% (2 389/105 865). In the 2 389 cases, there were 32 cases (1.34%) of HGIN and gastric cancer by gastroscopy and biopsy pathology, among which 1 case (3.125%) aged 40-49, 9 (28.125%) aged 50-59, and 22 (68.750%) aged 60-69. Among the 32 cases, 25 cases (78.13%)were pathologically confirmed as having HGIN or early gastric cancer by endoscopic submucosal dissection or surgical operation. By eliminating 810 people (including 3 gastric cancer) without first-degree family history with gastric cancer in group Ⅰ and Ⅱ, and increasing the gastroscopy screening age to 50 years (exluding 214 people aged 40-49, including 1 gastric cancer), the number of people who should undergo gastroscopy could be reduced from 2 389 to 1 365, and 28 cases of HGIN or gastric cancer were still detected, including 22 HGIN or early gastric cancer.Conclusion:Gastroscopy after the screening with epidemiological, serological tests, age and first-degree relative with gastric cancer family history is suitable for gastric cancer screening in Wuxi. Based on Chinese national conditions, a new community gastric cancer screening program is recommended in Wuxi considering cost-effectiveness, which includes those over 50 years old, serological PG (+ ) and first-degree relatives with family history of gastric cancer.
7.Application of ultrasound-guided peripherally inserted central catheter in very/extremely low birth weight infants
Lili ZUO ; Yimei REN ; Jie ZHOU ; Huizhu LI ; Sisi ZHUANG ; Shudong CUI ; Xiaoqing CHEN
Chinese Journal of Neonatology 2021;36(5):20-23
Objective:To study the clinical application of ultrasound-guided puncture and catheter tip positioning in peripherally inserted central catheter (PICC) among very/extremely low birth weight infants (VLBWI/ELBWI).Method:From January 2019 to August 2020, VLBWI/ELBWI admitted to NICU of our hospital and received PICC were prospectively enrolled in the study. Based on the last digit of medical record number was odd or even, the infants were assigned into ultrasound group and X-ray group. In the ultrasound group, puncture and catheter tip positioning were performed at bedside guided by ultrasound, while in the X-ray group, these procedures were performed empirically. The differences of catheterization procedure duration, first-time success rate, the visibility of catheter tip, primary dislocation rate, secondary dislocation rate and complication rate were compared between the two groups using SPSS 25.0.Result:A total of 118 premature infants were enrolled, including 57 cases in ultrasound group (50 cases VLBWI and 7 cases ELBWI) and 61 cases in X-ray group (54 cases VLBWI and 7 cases ELBWI). The catheterization procedure duration [(23.2±7.1) min vs. (34.1±7.5) min], first-time success rate (93.0% vs. 65.6%), the visibility of catheter tip (96.5% vs. 83.6%), primary dislocation rate (7.0% vs. 24.6%) and complication rate (7.0% vs. 21.3%) in ultrasound group were all better than X-ray group ( P<0.05). For ELBWI, the above five indexes in the ultrasound group were better than the X-ray subgroup ( P<0.05). For VLBWI, only the catheterization procedure duration and first-time success rate were better in the ultrasound group than the X-ray group ( P<0.05). Conclusion:Ultrasound-guided PICC catheterization in VLBWI/ELBWI is convenient and accurate, which can improve success rate, reduce radiation exposure and repeated catheterization injury. Timely tracking and adjustment of the catheter under ultrasound can reduce complications after catheterization. This technique is worth popularizing among VLBWI/ELBWI.
8.Epstein-Barr virus infection-related post-transplant lymphoproliferative disorders in transplanted lung: a clinicopathological analysis
Xia LI ; Bingqing ZOU ; Jing ZHOU ; Lingzhi SHI ; Li FAN ; Hang YANG ; Shudong YANG
Chinese Journal of Pathology 2021;50(5):465-469
Objective:To investigate the clinicpathological characteristics of post-transplant lymphoproliferative disorders (PTLD) in transplanted lung, and to improve its diagnosis and treatment.Methods:The clinicopathological characteristics of PTLD in three transplanted lungs were evaluated at Wuxi People′s Hospital Affiliated to Nanjing Medical University from 2014 to 2019. HE, immunohistochemical staining and in situ hybridization were performed. The relevant literature of PTLD was reviewed.Results:All three patients had chronic obstructive pulmonary disease (COPD) before lung transplantation. After receiving both lung transplants, they were all treated with anti-rejection drugs tacrolimus or mycophenolate mofetil, and combined with antiviral and/or rituximab. The time from transplantation to diagnosis of PTLD was four years, seven months, and five months, respectively. Two patients died one month and five months after initial diagnosis, and one patient was alive with no disease after one year. Histologically, all cases were monomorphic B-cell PTLD (diffuse large B-cell lymphoma, unspecified), and the tumor cells were positive for Epstein-Barr virus by in situ hybridization; one of the late-onset patients had herpes simplex virus infection.Conclusions:PTLD in the post-transplant lung tissue shows unique morphology and clinical characteristics, and is closely related to Epstein-Barr virus infection. Patients who receive lung transplantation due to COPD are more susceptible to develop PTLD, while late-onset ones occur more commonly in the hilum of lungs, and the prognosis is relatively poor.
9.TheapplicationofDCEGMRIindifferentiatingthyroidadenomaandpapillarythyroidcarcinoma
Yueyuan ZHOU ; Xian WANG ; Shudong HU
Journal of Practical Radiology 2019;35(5):718-721
Objective TostudythevalueofDCE-MRItechniqueindifferentialdiagnosisofthyroidadenoma(TA)andpapillary thyroidcarcinoma(PTC).Methods 71thyroidnoduleswereanalyzedretrospectively,includingTA (28cases)andPTC (43cases), whichwereconfirmedbyhistologyafterMRIscanning.AfterconventionalMRIandDCE-MRIwereperformed,TICswereobtained. ThediagnosticindicatorsofPTCwithDCE-MRItechniquewereanalyzed,includingthesensitivity,specificity,accuracy,positivepredictive valueandnegativepredictivevalue.Results 23TAshowedⅠcurve,41PTCshowedⅢcurve,5TAand2PTCshowedⅡcurve, withstatisticallysignificantdifference(P=0.000).Thesensitivity,specificity,accuracy,positivepredictivevalueandnegativepredictive valuewere95.3%,82.1%,90.1%,89.1%and92.0%,respectively.Conclusion DCE-MRItechniquehelpstoidentifyTAandPTC, andTICcanbeamorecomprehensivemethodtoanalyzemicrovascularhemodynamicprocessesofTAandPTC.
10.Influence of school-level factors and anxiety on injury-prone children
PAN Minyi, LIAO Haining, LIN Shunwei, ZHU Xuhao, ZHOU Shudong
Chinese Journal of School Health 2019;40(4):559-562
Objective:
To understand the characteristics of injuries among rural children, and to determine the relationships between school-level factors with anxiety among injury-prone children, to provide a reference for making effective measures to prevent and control the injuries.
Methods:
A cross-sectional survey was conducted in the Qingxin District of Qingyuan City. Six primary schools and middle schools were randomly selected from two towns. A total of 5 250 students in grades 3-9 were investigated. Students filled out the questionnaire themselves. Screen for Child Anxiety Related Emotional Disorders (SCARED) was used to assess anxiety.
Results:
Among the 770 rural children who suffered injuries during the past year, the leading cause of injury was falling(44.62%), falling at home(29.61%), getting injuried in low limbs(29.45%), getting injuried by oneself (41.00%) and mainly unintentional injuries(68.66%) . About 35.06% of children reported anxiety symptoms. Approximately 14.94% of children were injury-prone type. Significant differences in educational stage, boarding school, fighting involvement, and somatization/panic between injury-prone children were found in control group(P<0.05). The robust Poisson-GEE model showed that primary school students in high grade and middle grade, fighting with classmates, somatic/panic associated with injury risk (PR value was 2.11, 1.75, 1.58 and 1.58, respectively).
Conclusion
Injury-prone children in rural are affected by school-level factors as well as anxiety symptoms. In addition to safety education, mental health promotion and prevention of school bullying should be adopted in schools.


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