1.Nomogram for predicting pathology upstaging in patients with EIN: is sentinel lymph node assessment useful in these patients?
Fengyi LIANG ; Weijuan XIN ; Shaoliang YANG ; Haiyan WANG
Journal of Gynecologic Oncology 2025;36(1):e1-
Objective:
The objective of this study was to identify the risk factors for postoperative pathological escalation of endometrial cancer in patients with a pathologic diagnosis of endometrial intraepithelial neoplasia (EIN) before surgery. Some of the clues from the preoperative assessment were used to build a nomogram to predict the likely pathological escalation after surgery, and to explore the feasibility of sentinel lymph node biopsy in these patients with possible pathological escalation.
Methods:
This was a retrospective analysis of patients who underwent surgical treatment for EIN diagnosed before surgery between 2018 and 2023 in The Obstetrics and Gynecology Hospital of Fudan University. parameters including clinical, radiological and histopathological factors were analyzed by univariate and multivariate logistic regression to determine the correlation with pathology upstaging. A nomogram based on the multivariate results was developed to predict the probability of pathology upstaging. A total of 729 patients were included, divided into training set and validation set. 484 patients were used to build the model. This nomogram was subsequently validated using 245 patients.
Results:
Upstaging to endometrial carcinoma occurred in 115 (23.8 percent) of 484 women treated between 2018 and 2023 in training set. A lager endometrial thickness (at least 15 mm), menopause, hypertension, HE4, and endometrial blood were significantly associated with upstaging. A nomogram developed using these factors demonstrated good predictive performance (area under the receiver operating characteristic curve (AUC)=0.6808; 95% confidence interval [CI]=0.6246–0.7369). The nomogram showed similar predictive performance in the validation data set, based on another 245 women (AUC=0.7821; 95% CI=0.7076–0.8567).
Conclusion
This study developed a novel nomogram based on the 5 most important factors, which can accurately predict invasive cancer. It is common for women with preoperative diagnosis of EIN to experience pathological progression to endometrial cancer. For some patients with postoperative pathological escalation, we found lymph node metastasis. This nomogram may be useful to help doctor decide whether to perform sentinel lymph node biopsy for surgical staging in these EIN patients. According to the nomogram, simultaneous sentinel lymph node biopsy in patients with high probability of postoperative pathological upgrading can provide better guidance for postoperative adjuvant treatment of endometrial cancer and avoid the occurrence of secondary surgery.
2.Nomogram for predicting pathology upstaging in patients with EIN: is sentinel lymph node assessment useful in these patients?
Fengyi LIANG ; Weijuan XIN ; Shaoliang YANG ; Haiyan WANG
Journal of Gynecologic Oncology 2025;36(1):e1-
Objective:
The objective of this study was to identify the risk factors for postoperative pathological escalation of endometrial cancer in patients with a pathologic diagnosis of endometrial intraepithelial neoplasia (EIN) before surgery. Some of the clues from the preoperative assessment were used to build a nomogram to predict the likely pathological escalation after surgery, and to explore the feasibility of sentinel lymph node biopsy in these patients with possible pathological escalation.
Methods:
This was a retrospective analysis of patients who underwent surgical treatment for EIN diagnosed before surgery between 2018 and 2023 in The Obstetrics and Gynecology Hospital of Fudan University. parameters including clinical, radiological and histopathological factors were analyzed by univariate and multivariate logistic regression to determine the correlation with pathology upstaging. A nomogram based on the multivariate results was developed to predict the probability of pathology upstaging. A total of 729 patients were included, divided into training set and validation set. 484 patients were used to build the model. This nomogram was subsequently validated using 245 patients.
Results:
Upstaging to endometrial carcinoma occurred in 115 (23.8 percent) of 484 women treated between 2018 and 2023 in training set. A lager endometrial thickness (at least 15 mm), menopause, hypertension, HE4, and endometrial blood were significantly associated with upstaging. A nomogram developed using these factors demonstrated good predictive performance (area under the receiver operating characteristic curve (AUC)=0.6808; 95% confidence interval [CI]=0.6246–0.7369). The nomogram showed similar predictive performance in the validation data set, based on another 245 women (AUC=0.7821; 95% CI=0.7076–0.8567).
Conclusion
This study developed a novel nomogram based on the 5 most important factors, which can accurately predict invasive cancer. It is common for women with preoperative diagnosis of EIN to experience pathological progression to endometrial cancer. For some patients with postoperative pathological escalation, we found lymph node metastasis. This nomogram may be useful to help doctor decide whether to perform sentinel lymph node biopsy for surgical staging in these EIN patients. According to the nomogram, simultaneous sentinel lymph node biopsy in patients with high probability of postoperative pathological upgrading can provide better guidance for postoperative adjuvant treatment of endometrial cancer and avoid the occurrence of secondary surgery.
3.Nomogram for predicting pathology upstaging in patients with EIN: is sentinel lymph node assessment useful in these patients?
Fengyi LIANG ; Weijuan XIN ; Shaoliang YANG ; Haiyan WANG
Journal of Gynecologic Oncology 2025;36(1):e1-
Objective:
The objective of this study was to identify the risk factors for postoperative pathological escalation of endometrial cancer in patients with a pathologic diagnosis of endometrial intraepithelial neoplasia (EIN) before surgery. Some of the clues from the preoperative assessment were used to build a nomogram to predict the likely pathological escalation after surgery, and to explore the feasibility of sentinel lymph node biopsy in these patients with possible pathological escalation.
Methods:
This was a retrospective analysis of patients who underwent surgical treatment for EIN diagnosed before surgery between 2018 and 2023 in The Obstetrics and Gynecology Hospital of Fudan University. parameters including clinical, radiological and histopathological factors were analyzed by univariate and multivariate logistic regression to determine the correlation with pathology upstaging. A nomogram based on the multivariate results was developed to predict the probability of pathology upstaging. A total of 729 patients were included, divided into training set and validation set. 484 patients were used to build the model. This nomogram was subsequently validated using 245 patients.
Results:
Upstaging to endometrial carcinoma occurred in 115 (23.8 percent) of 484 women treated between 2018 and 2023 in training set. A lager endometrial thickness (at least 15 mm), menopause, hypertension, HE4, and endometrial blood were significantly associated with upstaging. A nomogram developed using these factors demonstrated good predictive performance (area under the receiver operating characteristic curve (AUC)=0.6808; 95% confidence interval [CI]=0.6246–0.7369). The nomogram showed similar predictive performance in the validation data set, based on another 245 women (AUC=0.7821; 95% CI=0.7076–0.8567).
Conclusion
This study developed a novel nomogram based on the 5 most important factors, which can accurately predict invasive cancer. It is common for women with preoperative diagnosis of EIN to experience pathological progression to endometrial cancer. For some patients with postoperative pathological escalation, we found lymph node metastasis. This nomogram may be useful to help doctor decide whether to perform sentinel lymph node biopsy for surgical staging in these EIN patients. According to the nomogram, simultaneous sentinel lymph node biopsy in patients with high probability of postoperative pathological upgrading can provide better guidance for postoperative adjuvant treatment of endometrial cancer and avoid the occurrence of secondary surgery.
4.Prediction of Pulmonary Nodule Progression Based on Multi-modal Data Fusion of CCNet-DGNN Model
Lehua YU ; Yehui PENG ; Wei YANG ; Xinghua XIANG ; Rui LIU ; Xiongjun ZHAO ; Maolan AYIDANA ; Yue LI ; Wenyuan XU ; Min JIN ; Shaoliang PENG ; Baojin HUA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):135-143
ObjectiveThis study aims to develop and validate a novel multimodal predictive model, termed criss-cross network(CCNet)-directed graph neural network(DGNN)(CGN), for accurate assessment of pulmonary nodule progression in high-risk individuals for lung cancer, by integrating longitudinal chest computed tomography(CT) imaging with both traditional Chinese and western clinical evaluation data. MethodsA cohort of 4 432 patients with pulmonary nodules was retrospectively analyzed. A twin CCNet was employed to extract spatiotemporal representations from paired sequential CT scans. Structured clinical assessment and imaging-derived features were encoded via a multilayer perceptron, and a similarity-based alignment strategy was adopted to harmonize multimodal imaging features across temporal dimensions. Subsequently, a DGNN was constructed to integrate heterogeneous features, where nodes represented modality-specific embeddings and edges denoted inter-modal information flow. Finally, model optimization was performed using a joint loss function combining cross-entropy and cosine similarity loss, facilitating robust classification of nodule progression status. ResultsThe proposed CGN model demonstrated superior predictive performance on the held-out test set, achieving an area under the receiver operating characteristic curve(AUC) of 0.830, accuracy of 0.843, sensitivity of 0.657, specificity of 0.712, Cohen's Kappa of 0.417, and F1 score of 0.544. Compared with unimodal baselines, the CGN model yielded a 36%-48% relative improvement in AUC. Ablation studies revealed a 2%-22% increase in AUC when compared to simplified architectures lacking key components, substantiating the efficacy of the proposed multimodal fusion strategy and modular design. Incorporation of traditional Chinese medicine (TCM)-specific symptomatology led to an additional 5% improvement in AUC, underscoring the complementary value of integrating TCM and western clinical data. Through gradient-weighted activation mapping visualization analysis, it was found that the model's attention predominantly focused on nodule regions and effectively captured dynamic associations between clinical data and imaging-derived features. ConclusionThe CGN model, by synergistically combining cross-attention encoding with directed graph-based feature integration, enables effective alignment and fusion of heterogeneous multimodal data. The incorporation of both TCM and western clinical information facilitates complementary feature enrichment, thereby enhancing predictive accuracy for pulmonary nodule progression. This approach holds significant potential for supporting intelligent risk stratification and personalized surveillance strategies in lung cancer prevention.
5.A multicenter survey of knowledge-attitude-practice status and analysis of venous thromboembolism among medical staffs in Shandong Province
Aixia ZHOU ; Shaoliang SUN ; Feng ZHANG ; Xiao WANG ; Liping LIU ; Chunling YANG ; Shouguo ZHAO ; Wei YUAN ; Jianzhong MA
Chinese Journal of Modern Nursing 2018;24(29):3503-3507
Objective To investigate the status quo of knowledge-attitude-practice in preventing venous thromboembolism (VTE) among medical staff in Shandong Province and analyze the influencing factors, so as to provide guidance for the prevention and treatment of VTE. Methods In November 2017, 1 987 medical staff from 52 hospitals in Shandong Province were investigated by filling out an electronic questionnaire with a self-designed questionnaire on knowledge, attitude and behavior related to VTE prevention among medical staff. Results The knowledge score on VTE prevention of medical staff was (19.49±2.33), attitude score (21.82±2.55), practice score (64.87±9.54), respectively accounted for 88.59%, 87.28% and 81.09%. The total scores of knowledge, belief and practice of VTE prevention among medical staff in different hospital grades, occupations, educational background, professional titles and departments were statistically significant (F=9.419, 8.418, 2.823, 6.852, 6.375; P< 0.05). Conclusions Medical staff have a higher level of knowledge and attitude towards prevention of VTE, but lack of behavioral knowledge. The hospital should establish a standardized VTE prevention and management system to raise the level of VTE prevention and control.
6.Changes and significance of CD5+B lymphocyte in patients with systemic lupus erythematosus
Junwei CHEN ; Xiaona JING ; Meihua HAO ; Zhaoyun LIANG ; Jinhua YANG ; Meng WU ; Shaoliang JIE ; Shengxiao ZHANG ; Yanfang CHU ; Chunmiao ZHAO ; Yue QIAO
Chinese Journal of Rheumatology 2017;21(8):513-517,后插1
Objective To measure the number of lymphocytes, B lymphocytes, CD5+B lymphocytes and level of IL-10 in peripheral blood of patients with systemic lupus erythematosus (SLE), and analyze their effects in the disease. Methods In this study, 84 cases of patients with SLE were randomly selected and evaluated according to the activity index (SLEDAI). These cases were divided into low activity group (SLEDAI<9) and high activity group (SLEDAI≥9). Ten healthy individuals were selected as the control group at the same time. The number of peripheral blood lymphocytes, B lymphocytes, CD5 + B lymphocytes, erythrocyte sedimentation rate (ESR), C3, C4 and interleukin (IL)-10 levels in serum were measured respectively and the correlation between the above indexes and SLEDAI and complement levels were analyzed. Pair-wise comparison of means of groups was conducted with one-way ANOVA. Comparison between the two groups was conducted by LSD-t test. Correlations between variables were carried out using Spearman's rank correlation test. Results The total number of lymphocytes in SLE group was lower than that in normal control group ( F=7.216, P<0.001); The number of CD19+ B lymphocytes in SLE group was higher than that in normal control group (F=3.589, P=0.036). The number of CD5+B lymphocytes of peripheral blood [(2.5±0.6)%] in patients with systemic lupus erythematosus was significantly lower than that in the normal control group [(3.2 ±0.8)%], but the difference was not statistically significant (t=3.412, P=0.698). The number of CD5+B lymphocytes in the high activity group was significantly lower than that in the low activity group (t=7.365, P=0.027)and the normal control group (t=5.649, P=0.002). The number of CD5+ B lymphocytes was negatively correlated with SLEDAI score (r=-0.692, P=0.001) and positively associated with the level of complement 3 (r=0.305, P=0.038), but not with complement 4 and ESR (P>0.05). In addition, the level of serum IL-10 in whether the low activity group (t=1.935, P=0.031) or the high activity group (t=3.048, P=0.012) was all higher than the normal control group. The level of serum IL-10 in patients with systemic lupus erythematosus was positively associated with SLEDAI score (r=0.425, P=0.024) and ESR (r=0.479, P=0.008), but was negatively correlated with complement 4 (r=-0.359, P=0.031). Conclusion The total number of lymphocytes in patients with SLE decreases significantly, while B lymphocytes increases significantly. The number of CD5+ B lymphocytes and the serum IL-10 level are also changed. It maybe related to the patient's inflammatory environment, and the number of CD5+B lymphocytes and the serum IL-10 level may be associated with disease activity.
7.Ankle fractures combined with lateral ligament rupture
Ting LI ; Xu SUN ; Shaoliang LI ; Minghui YANG ; Yan WANG ; Xieyuan JIANG
Chinese Journal of Orthopaedic Trauma 2016;18(3):209-213
Objective To investigate the diagnosis,treatment and prognosis of ankle fractures combined with rupture of lateral collateral ligaments.Methods A continuous series of 5 cases of ankle fracture combined with lateral collateral ligament injury were reviewed who had been treated by the authors from January 2014 through December 2014.They were one man and 4 women,33 to 47 years of age (average,39 years).All the patients were suspected of lateral clear space of the ankle in preoperative X-ray examination,and MRI indicated rupture of lateral collateral ligament in 3 of them.Lateral collateral ligament injury was confirmed in all of them by direct intro-operative findings.After anatomical reduction and osteosynthesis of lateral and medial malleoli,the ankle joints were checked under the varus stress and drawer test.After the ruptured lateral collateral ligaments were explored directly,they were repaired with suture anchor in 4 cases and with drilling holes in the lateral malleolus in one.The ankles were immobilized for 3 weeks postoperatively.The outcomes were evaluated by Philips and Schwartz clinical scoring system and American Orthopaedic Foot & Ankle Society (AOFAS) Ankle-Hindfoot Scale.Results All the 5 patients were followed up for an average of 9.6 months (range,from 8 to 12 months).All the fractures healed without pain.No instability was complained of.The mean degree of plantar flexion was 50.0°,with 2° (from 0° to 10°) less than the normal side;the mean degree of dorsiflexion was 17°,with 6° (from 0° to 20°) less than the normal side.The mean Philips & Schwartz score was 93.4 points (from 80 to 100 points).The mean AOFAS score was 95.2 points (from 88 to 100 points).Conclusions The ankle fractures in which the lateral malleolus is involved can be combined with lateral collateral ligament injury.X-ray stress view and MRI are useful in early diagnosis.It is highly recommended to repair the injured lateral collateral ligament simultaneously with reduction and osteosynthesis of lateral and medial malleoli.
8.Expression and significance of C D19+CD5+B cells and interleukin-10 in patients with systemic lupus ;erythematosus
Jinhua YANG ; Shaoliang JIE ; Meng WU ; Chenglan YAN ; Shaoran ZHANG ; Jing LUO ; Huiling ZHANG ; Xiaofeng LI ; Junwei CHEN
Chinese Journal of Rheumatology 2015;(7):447-450
Objective To access the expression and clinical significance of CD19+CD5+B cells and interleukin (IL)-10 in patients with systemic lupus erythematosus (SLE). Methods Forty-six SLE patients and ten healthy controls were recruited in the Second Affiliated Hospital of Shanxi Medical University. CD19+CD5+B cells subsets were detected with flow cytometry. IL-10 level in serum were detected with enzyme linked immunosorbent assay (ELISA). The correlation between the expression of CD19+CD5+B cells and serum level of IL-10 with ESR, systemic lupus erythematosus disease activity index (SLEDAI) score and complement was analyzed. Pair-wise comparison of means of groups was conducted with one-way ANOVA. Comparison between the two groups was conducted by LSD-t test. Correlations between variables were carried out using Spearman's rank correlation test. Results The percentage of CD19+CD5+B cells in peripheral blood of SLE patients [(5.7±2.1)%] was significantly lower than those in healthy control group [(19.1±2.9)%](t=2.431, P=0.005), and it had a negative correlation with SLEDAI score (r=-0.292, P=0.049). The IL-10 serum level of SLE patients [(18.8±13.5) pg/ml] was significantly higher than the healthy control group [(8.3±2.9) pg/ml] (t=3.021, P=0.003), and it had a positive correlation with SLEDAI score (r=0.322, P=0.029). Conclusion CD19+CD5+B cells and IL-10 may participate in the occurrence and development of SLE. The changes of CD19+CD5+B cells and IL-10 in the peripheral blood might contribute to the pathogenesis and correlate with the disease activity of SLE.
9.Expressions and clinical significance of CD133 and CD44 in gastrointestinal stromal tumors tissues
Wangyong LI ; Guofu CHEN ; Xiaoyan YANG ; Shaoliang HAN ; Xiuling WU
Journal of Chinese Physician 2015;17(11):1698-1701
Objective To investigate the expressions of CD133 and CD44 and their prognostic significance in gastrointestinal stromal tumors (GIST).Methods Streptavidin perosidase (SP) method of immunohistochemistry was used to detect expressions of CD133 and CD44 proteins in 42 cases of GIST, and the relationship between their expressions and tumor size, mitotic count were analyzed by univariate and multivariate factor analyses.Results The expressions of CD133 and CD44 proteins in GIST were 21.4% (9/42) and 78.6% (33/42), respectively.The expressions of CD133 and CD44 proteins were significantly correlated with tumor size and mitotic count (P < 0.05).Univariate factor analysis showed that the overall survival of GIST patients with positive CD133 protein (23.2 months) was shorter than that of patients with negative CD133 protein(63.1 months) (P < 0.05).The overall survival of GIST patients with negative CD44 protein (23.2 months) was shorter than that of patients with positive CD44 protein (63.3 months) (P < 0.05).Multivariate factor analysis showed that tumor size, mitotic count and CD44 protein were independent prognostic indicators for survival time after operation.Conclusions The positive expressions of CD133 and CD44 proteins might be the prognostic factors of GIST patients.
10.Safety and efficacy of a novel abluminal groove-filled biodegradable polymer sirolimus-eluting stent for the treatment of de novo coronary lesions: 12-month results from the TARGET II trial.
Bo XU ; Yelin ZHAO ; Yuejin YANG ; Ruiyan ZHANG ; Hui LI ; Changsheng MA ; Shaoliang CHEN ; Jianan WANG ; Yong HUO ; Martin B LEON ; Runlin GAO
Chinese Medical Journal 2014;127(6):1027-1032
BACKGROUNDIn the TARGET I randomized controlled trial, the novel abluminal groove-filled biodegradable polymer sirolimus-eluting stent FIREHAWK proved non-inferior to the everolimus-eluting stent in nine-month in-stent late loss in single de novo coronary lesions. This study was aimed at evaluating clinical safety and effectiveness of FIREHAWK in a moderately complex population (including patients with small vessels, long lesions and multi-vessels), and at validating the ability of the SYNTAX score (SS) to predict clinical outcomes in patients treated with this latest generation drug-eluting stent.
METHODSTARGET II was a prospective, multicenter, single-arm study with primary outcome of 12-month target lesion failure (TLF), including cardiac death, target vessel myocardial infarction (TV-MI) and ischemia-driven target lesion revascularization (TLR). Stent thrombosis was defined according to the Academic Research Consortium (ARC) definition. Patients were grouped by tertiles of SS (≤6, >6 to ≤12, and >12). All patients were exclusively treated with the FIREHAWK stent and were followed up at 1, 6, and 12 months, and annually thereafter up to five years.
RESULTSA total of 730 patients were included in this registry study. The 12-month incidence of TLF was 4.4% and the incidence of TLF components were, cardiac death 0.5%, TV-MI 3.2%, and TLR 2.2%. One definite/probable stent thrombosis was observed at 12-month follow-up. Mean SS was 10.87±6.87. Patients in the SS >12 tertile had significantly higher TLF (P = 0.02) and TLR (P < 0.01) rates than those in lower SS groups. In COX proportional-hazards regression analyses, TLF incidence was strongly related to lesion length (long lesion vs. non-long lesion patients; HR 3.416, 95% CI, 1.622-7.195), but unrelated to diabetic, small vessel, and multivessel subgroups.
CONCLUSIONSThe low TLF incidence in this study indicates that FIREHAWK is safe and effective in the treatment of moderately complex coronary disease. SS is also able to predict adverse clinical outcomes in FIREHAWK treated patients.
Adolescent ; Adult ; Aged ; Biocompatible Materials ; chemistry ; Cardiovascular Agents ; therapeutic use ; Coronary Stenosis ; drug therapy ; therapy ; Coronary Vessels ; pathology ; Drug-Eluting Stents ; Female ; Humans ; Male ; Middle Aged ; Percutaneous Coronary Intervention ; Polymers ; Proportional Hazards Models ; Sirolimus ; therapeutic use ; Young Adult

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