OBJECTIVES: To evaluate the performance of a multi-constraint representation learning classification model for identifying ovarian cancer with missing laboratory indicators. METHODS: Tabular data with missing laboratory indicators were collected from 393 patients with ovarian cancer and 1951 control patients. The missing ovarian cancer laboratory indicator features were projected to the latent space to obtain a classification model using the representational learning classification model based on discriminative learning and mutual information coupled with feature projection significance score consistency and missing location estimation. The proposed constraint term was ablated experimentally to assess the feasibility and validity of the constraint term by accuracy, area under the ROC curve (AUC), sensitivity, and specificity. Cross-validation methods and accuracy, AUC, sensitivity and specificity were also used to evaluate the discriminative performance of this classification model in comparison with other interpolation methods for processing of the missing data. RESULTS: The results of the ablation experiments showed good compatibility among the constraints, and each constraint had good robustness. The cross-validation experiment showed that for identification of ovarian cancer with missing laboratory indicators, the AUC, accuracy, sensitivity and specificity of the proposed multi-constraints representation-based learning classification model was 0.915, 0.888, 0.774, and 0.910, respectively, and its AUC and sensitivity were superior to those of other interpolation methods. CONCLUSIONS The proposed model has excellent discriminatory ability with better performance than other missing data interpolation methods for identification of ovarian cancer with missing laboratory indicators.
Female ; Humans ; Ovarian Neoplasms/diagnosis* ; Machine Learning ; ROC Curve

Objective:To investigate the clinicopathological characteristics and differential diagnosis of DICER1-mutant primary intracranial sarcoma.Methods:Five cases of DICER1-mutant primary intracranial sarcoma at Sanbo Brain Hospital, Capital Medical University, Beijing, China during May 2013 to November 2024 were collected. The clinical and imaging data were retrieved. Histological evaluation, immunohistochemical staining and next generation sequencing were performed. Additionally, a literature review was conducted.Results:All five DICER1-mutant primary intracranial sarcomas were located in the supratentorial region, with one case involving the basal ganglia. There were two males and three females. The median age at diagnosis was 25 (14.0, 30.5) years. Morphologically, they were characterized by high-grade spindle cell sarcoma, with brisk mitotic activity and cytoplasmic eosinophilic globules. Myxoid degeneration, necrosis, and invasion into surrounding brain tissue were observed in some cases. The tumor cells showed diffuse staining of vimentin and variable expression of myogenic marker (desmin), with or without focal MyoD1 and/or Myogenin expression. Four tumors exhibited diffuse, strong expression of TLE1 and p53, while only three tumors showed loss of ATRX (nuclear) expression. Two cases showed mosaic loss of H3K27me3 expression in neoplastic cells. The Ki-67 proliferation index was high (40%-80%). Various neuronal markers, such as synaptophysin, NF, SOX2 and MAP2, were expressed in all tumor samples. Genetically, all tumors samples harbored biallelic abnormalities of DICER1. One was a hotspot missense mutation in the RNase Ⅲb domain within exon 25 on one allele (p.E1813 or p.D1810), while the other allele had mutations including a germline mutation in one case, a somatic mutation in two cases, and a copy number deletion in two cases. In addition, these sarcomas showed alterations in TP53 (4/5), ATRX (3/5), and the genes of the mitogen-activated protein kinase pathway (3/5). Finally, all five cases were diagnosed as DICER1-mutant primary intracranial sarcoma. All patients underwent craniotomy that led to complete tumor resection. Three patients received adjuvant radiotherapy and chemotherapy, with progression-free survival time of 28, 48, and 50 months, respectively. Patient 2 succumbed to the tumor after 3 months post-surgery due to rapid progression and tumor dissemination. Patient 5 was lost to follow-up 3 months after the surgery.Conclusions:DICER1-mutant primary intracranial sarcoma is a newly defined tumor entity in the fifth edition of the World Health Organization Classification of Central Nervous System Tumors, and commonly occurs in children and young adults. High-grade malignant spindle cells are their typical morphological feature. Eosinophilic cytoplasmic globules and myogenic differentiation can help establish the diagnosis. This study suggests that DICER1-mutant primary intracranial sarcomas exhibit immunophenotypic neuronal differentiation. Rendering the diagnosis of DICER1-mutant primary intracranial sarcoma largely relies on detecting DICER1 pathogenic alterations or DNA methylation profiling.

Objective:? To summarize the achievements in improving the consistency of clinical liquid chromatography-tandem mass spectrometry (LC-MS/MS) testing results.Methods:? From 2021 to 2024, Zhongshan Hospital Affiliated to Fudan University recruited laboratories voluntarily participating in the MSHP (Clinical LC-MS/MS Testing Consistency Program). As of Batch 202404, a total of 76 laboratories had enrolled, including 60 medical institutions (all tertiary hospitals) and 16 third-party laboratories. Test items were established, and comparative samples were distributed regularly-each item′s samples covered three concentrations (high, medium, and low). Samples were shipped via cold chain and tested within one week. Our laboratory′s measurements served as the target, with participating labs′ results within ±25% of the target deemed qualified. Passing-Bablok regression and Bland-Altman analysis were used to assess consistency.Results:Taking 3-MT (3-methoxytyramine) as an example, the coefficients of variation (CVs) for the project′s three concentration levels improved from 17.00%, 47.18%, and 4.88% in the first comparative batch to 9.59%, 9.59%, and 6.1% in Batch 202404. Passing-Bablok regression results for the 5 units participating in 3-MT testing showed that Laboratory A had proportional bias but no systematic bias (regression slope [95% CI]: 0.903 [0.862-0.952]; intercept [95% CI]: 0.912 [-1.921-6.073]). The remaining laboratories exhibited no proportional or systematic bias with the target (Laboratory B: slope 1.031 [0.961-1.147], intercept-0.733 [-4.641-8.272]; Laboratory C: slope 0.982 [0.940-1.009], intercept-0.576 [-2.675-1.891]; Laboratory D: slope 0.973 [0.939-1.066], intercept-1.168 [-6.108-1.649]; Laboratory E: slope 0.999 [0.905-1.051], intercept-1.876 [-6.111-3.508]). Bland-Altman analysis indicated that all 5 laboratories′ results generally showed good consistency with the target. Through quality feedback and optimizing sample preparation concentrations, result consistency was enhanced.? Conclusion:? Clinical LC-MS/MS testing consistency programs contribute to improving the comparability of test results.

Objective:To analyze the risk factors of prognosis in patients with intracranial solitary fibrous tumor/hemangiopericytoma (SFT/HPC).Methods:The clinical data of 74 intracranial SFT/HPC patients underwent surgical treatment from January 2017 to January 2024 in Luhe Hospital, Capital Medical University and Sanbo Brain Hospital, Capital Medical University were retrospectively analyzed. The patients were followed up the prognosis (including recurrence, death and extracranial metastasis). Kaplan-Meier and log-rank tests were used to analyze the risk factors of prognosis in patients with intracranial SFT/HPC, and multivariate Cox analysis was used to analyze the independent risk factors of prognosis in patients with intracranial SFT/HPC.Results:Seventy-four patients with intracranial SFT/HPC were followed up for 3 to 80 months, averaging 52.5 months. Among them, there were 17 cases of recurrence, 6 cases of extracranial metastasis, and 12 cases of death. In patients with intracranial SFT/HPC, the results of the log-rank univariate analysis showed that the tumor location, resection extent, WHO pathological grade, and adjuvant radiotherapy were risk factors of recurrence ( P<0.01); the tumor location, WHO pathological grade and extracranial metastasis were risk factors of death ( P<0.05 or <0.01); and the age, WHO pathological grade and Ki67 were risk factors of extracranial metastasis ( P<0.05 or <0.01). In patients with intracranial SFT/HPC, multivariate Cox regression analysis result showed that the subtotal resection and non-postoperative radiation therapy were independent risk factors of recurrence ( HR = 0.377 and 0.315, 95% CI 0.148 to 0.932 and 0.164 to 2.221, P<0.01 and <0.05); the WHO pathological grade Ⅲ and extracranial metastasis were independent risk factors of death ( HR = 3.657 and 1.657, 95% CI 0.964 to 7.147 and 0.964 to 2.848, P<0.01); the WHO pathological grade Ⅲ was an independent risk factor of extracranial metastasis ( HR = 1.657, 95% CI 0.964 to 2.848, P<0.01). Conclusions:Patients with intracranial SFT/HPC who undergo subtotal resection and non-postoperative radiation therapy are more prone to recurrence, WHO pathological grade Ⅲ patients are more likely to develop extracranial metastases, and extracranial metastases patients have shorter survival. For intracranial SFT/HPC patients with pathologically high-grade, SFT/HPC, it is necessary to increase the frequency of follow-ups and be alert for extracranial metastasis.

Objective:To analyze the risk factors of prognosis in patients with intracranial solitary fibrous tumor/hemangiopericytoma (SFT/HPC).Methods:The clinical data of 74 intracranial SFT/HPC patients underwent surgical treatment from January 2017 to January 2024 in Luhe Hospital, Capital Medical University and Sanbo Brain Hospital, Capital Medical University were retrospectively analyzed. The patients were followed up the prognosis (including recurrence, death and extracranial metastasis). Kaplan-Meier and log-rank tests were used to analyze the risk factors of prognosis in patients with intracranial SFT/HPC, and multivariate Cox analysis was used to analyze the independent risk factors of prognosis in patients with intracranial SFT/HPC.Results:Seventy-four patients with intracranial SFT/HPC were followed up for 3 to 80 months, averaging 52.5 months. Among them, there were 17 cases of recurrence, 6 cases of extracranial metastasis, and 12 cases of death. In patients with intracranial SFT/HPC, the results of the log-rank univariate analysis showed that the tumor location, resection extent, WHO pathological grade, and adjuvant radiotherapy were risk factors of recurrence ( P<0.01); the tumor location, WHO pathological grade and extracranial metastasis were risk factors of death ( P<0.05 or <0.01); and the age, WHO pathological grade and Ki67 were risk factors of extracranial metastasis ( P<0.05 or <0.01). In patients with intracranial SFT/HPC, multivariate Cox regression analysis result showed that the subtotal resection and non-postoperative radiation therapy were independent risk factors of recurrence ( HR = 0.377 and 0.315, 95% CI 0.148 to 0.932 and 0.164 to 2.221, P<0.01 and <0.05); the WHO pathological grade Ⅲ and extracranial metastasis were independent risk factors of death ( HR = 3.657 and 1.657, 95% CI 0.964 to 7.147 and 0.964 to 2.848, P<0.01); the WHO pathological grade Ⅲ was an independent risk factor of extracranial metastasis ( HR = 1.657, 95% CI 0.964 to 2.848, P<0.01). Conclusions:Patients with intracranial SFT/HPC who undergo subtotal resection and non-postoperative radiation therapy are more prone to recurrence, WHO pathological grade Ⅲ patients are more likely to develop extracranial metastases, and extracranial metastases patients have shorter survival. For intracranial SFT/HPC patients with pathologically high-grade, SFT/HPC, it is necessary to increase the frequency of follow-ups and be alert for extracranial metastasis.

Objective:To investigate the clinicopathological characteristics and differential diagnosis of DICER1-mutant primary intracranial sarcoma.Methods:Five cases of DICER1-mutant primary intracranial sarcoma at Sanbo Brain Hospital, Capital Medical University, Beijing, China during May 2013 to November 2024 were collected. The clinical and imaging data were retrieved. Histological evaluation, immunohistochemical staining and next generation sequencing were performed. Additionally, a literature review was conducted.Results:All five DICER1-mutant primary intracranial sarcomas were located in the supratentorial region, with one case involving the basal ganglia. There were two males and three females. The median age at diagnosis was 25 (14.0, 30.5) years. Morphologically, they were characterized by high-grade spindle cell sarcoma, with brisk mitotic activity and cytoplasmic eosinophilic globules. Myxoid degeneration, necrosis, and invasion into surrounding brain tissue were observed in some cases. The tumor cells showed diffuse staining of vimentin and variable expression of myogenic marker (desmin), with or without focal MyoD1 and/or Myogenin expression. Four tumors exhibited diffuse, strong expression of TLE1 and p53, while only three tumors showed loss of ATRX (nuclear) expression. Two cases showed mosaic loss of H3K27me3 expression in neoplastic cells. The Ki-67 proliferation index was high (40%-80%). Various neuronal markers, such as synaptophysin, NF, SOX2 and MAP2, were expressed in all tumor samples. Genetically, all tumors samples harbored biallelic abnormalities of DICER1. One was a hotspot missense mutation in the RNase Ⅲb domain within exon 25 on one allele (p.E1813 or p.D1810), while the other allele had mutations including a germline mutation in one case, a somatic mutation in two cases, and a copy number deletion in two cases. In addition, these sarcomas showed alterations in TP53 (4/5), ATRX (3/5), and the genes of the mitogen-activated protein kinase pathway (3/5). Finally, all five cases were diagnosed as DICER1-mutant primary intracranial sarcoma. All patients underwent craniotomy that led to complete tumor resection. Three patients received adjuvant radiotherapy and chemotherapy, with progression-free survival time of 28, 48, and 50 months, respectively. Patient 2 succumbed to the tumor after 3 months post-surgery due to rapid progression and tumor dissemination. Patient 5 was lost to follow-up 3 months after the surgery.Conclusions:DICER1-mutant primary intracranial sarcoma is a newly defined tumor entity in the fifth edition of the World Health Organization Classification of Central Nervous System Tumors, and commonly occurs in children and young adults. High-grade malignant spindle cells are their typical morphological feature. Eosinophilic cytoplasmic globules and myogenic differentiation can help establish the diagnosis. This study suggests that DICER1-mutant primary intracranial sarcomas exhibit immunophenotypic neuronal differentiation. Rendering the diagnosis of DICER1-mutant primary intracranial sarcoma largely relies on detecting DICER1 pathogenic alterations or DNA methylation profiling.

Objective:? To summarize the achievements in improving the consistency of clinical liquid chromatography-tandem mass spectrometry (LC-MS/MS) testing results.Methods:? From 2021 to 2024, Zhongshan Hospital Affiliated to Fudan University recruited laboratories voluntarily participating in the MSHP (Clinical LC-MS/MS Testing Consistency Program). As of Batch 202404, a total of 76 laboratories had enrolled, including 60 medical institutions (all tertiary hospitals) and 16 third-party laboratories. Test items were established, and comparative samples were distributed regularly-each item′s samples covered three concentrations (high, medium, and low). Samples were shipped via cold chain and tested within one week. Our laboratory′s measurements served as the target, with participating labs′ results within ±25% of the target deemed qualified. Passing-Bablok regression and Bland-Altman analysis were used to assess consistency.Results:Taking 3-MT (3-methoxytyramine) as an example, the coefficients of variation (CVs) for the project′s three concentration levels improved from 17.00%, 47.18%, and 4.88% in the first comparative batch to 9.59%, 9.59%, and 6.1% in Batch 202404. Passing-Bablok regression results for the 5 units participating in 3-MT testing showed that Laboratory A had proportional bias but no systematic bias (regression slope [95% CI]: 0.903 [0.862-0.952]; intercept [95% CI]: 0.912 [-1.921-6.073]). The remaining laboratories exhibited no proportional or systematic bias with the target (Laboratory B: slope 1.031 [0.961-1.147], intercept-0.733 [-4.641-8.272]; Laboratory C: slope 0.982 [0.940-1.009], intercept-0.576 [-2.675-1.891]; Laboratory D: slope 0.973 [0.939-1.066], intercept-1.168 [-6.108-1.649]; Laboratory E: slope 0.999 [0.905-1.051], intercept-1.876 [-6.111-3.508]). Bland-Altman analysis indicated that all 5 laboratories′ results generally showed good consistency with the target. Through quality feedback and optimizing sample preparation concentrations, result consistency was enhanced.? Conclusion:? Clinical LC-MS/MS testing consistency programs contribute to improving the comparability of test results.

【Objective】 To evaluate the effectiveness of Roche Cobas s 201 in detecting HBV by analyzing its blood nucleic acid testing (NAT) results. 【Methods】 The results were grouped according to the enzyme-linked immunosorbent assay (ELISA) and NAT minipool test (MP), NAT individual test (ID) and repeated NAT ID test (rID), and categorized into 4 groups as ELISA+ /NAT(ID)+ , ELISA+ /NAT(rID)+ , ELISA-/NAT(ID)+ and ELISA-/NAT(rID)+ . The data were statistically analyzed to explore whether there was a difference in the detection of reactive results by repeated NAT, and the correlation between cycle threshold (Ct) and nucleic acid detection rate for NAT-reactive samples with different ELISA results. The true infection status of blood donors was further analyzed by supplementary tests, including NAT systems and chemiluminescence serological marker assays using other methodologies. 【Results】 A total of 1 691 groups of 766 293 blood donor samples were HBV NAT(MP)+ , of which 1 418 groups(83.86%) were detected with reactive results (1 418 HBV NAT+ , 7 090 NAT-), and there were still 273 groups (16.14%) that remained undetected after repeated testing[a total of 1 638 NAT-, Ct(MP): 39.49±3.62]. Of the HBV NAT+ , 881(62.13%) were ELISA+ /NAT(ID)+ , 19(1.34%) were ELISA+ /NAT(rID)+ , 451(31.81%) were ELISA-/NAT(ID)+ , and 67(4.72%) were ELISA-/NAT(rID)+ . For samples with different ELISA results, difference was found in the detection of HBV by repeated NAT (P<0.05). There was no difference in Ct(ID) values between groups ELISA+ /NAT(rID)+ and ELISA-/ NAT(ID)+ , and groups ELISA+ /NAT(rID)+ and ELISA-/ NAT(rID)+ (P>0.05), but there were significant differences between other groups compared pairwise (P<0.05). Supplementary tests were performed on 228 ELISA-/ NAT(MP)+ (ID)- samples, 56 (24.56%) were reactive by chemiluminescent detection of HBsAg+ and 7 (3.07%) by other NAT systems. Among the remaining 221 NAT- samples/donors (96.93%), 53 (23.98%) HBsAg+ donors were likely to have chronic infection, 40 (18.10%) anti-HBe+ and/or anti-HBc+ donors might have previous infections, and the remaining 128 (57.92%) donors who were non-reactive were NAT (MP) pseudo-reactive, with significant differences in anti-HBs levels \'between groups (P<0.05). 【Conclusion】 Repeated NAT has differential detection of donor samples with different reactivity categories or different serologic results, especially within a certain interval, and repeated NAT for ELISA- samples can significantly improve the detection rate. Ct values can assist in assessing the stability and accuracy of the NAT system. For ELISA-/NAT(MP)+ (ID)- donors, the combination of other highly sensitive assays can reduce the risk of viral residuals and safeguard clinical blood safety.

To evaluate the application value of metal clip combined with suture and rubber coil as a simple traction device in endoscopic submucosal dissection (ESD) for intestinal mucosal lesions, a total of 56 patients with early colonic cancer and precancerous lesions who received ESD in Jiangyin People's Hospital from January 2021 to July 2022 were randomly divided into the control group ( n=28, conventional ESD) and the traction group ( n= 28, suture and rubber coil as a simple traction device). The total time of ESD, mucosal dissection time, number of submucosal injections, complete resection rate and complications were compared between the two groups. The operation time of the traction group was shorter than that of the control group (74.64±33.25 min VS 117.18±35.75 min, t=4.61, P<0.001). The desection time of mucosa in the traction group was shorter than that in the control group (51.61±24.87 min VS 99.11±32.73 min, t=6.11, P<0.001). The number of submucosal injection in the traction group was less than that of the control group with significant difference (1.68±1.16 VS 4.96±1.41, t=9.57, P<0.001). There was no significant differences in operation area, complete resection rate or complication between the two groups ( P>0.05). The traction assistance technology of metal clip combined with suture and rubber coil can reduce the technical difficulty of colonic ESD and shorten the operation time.

Objective:To analyze the incidence and prognosis of epilepsy in frontotemporal lobe glioma.Methods:The clinical data of 208 patients with frontotemporal lobe gliomas in Sanbo Brain Hospital Capital Medical University from 2019 to 2021 were analyzed retrospectively. According to the 2016 World Health Organization (WHO) classification of tumors of the central nervous system, the incidence of epilepsy, Modified Rankin Scale (MRS) score, and Engel Outcome Scale of patients with different grades of tumors were calculated.Results:Among all the patients with frontotemporal lobe gliomas, there was more males than females, and it was more common in the 40 -59 age group. The incidence of epilepsy associated with WHO grade Ⅰand Ⅱ glioma was 100.0% (33/33) and 60.9% (14/23), respectively, while that of WHO grade Ⅳ glioma was 19.0%(19/100). The average follow-up time was (22 ± 9) months. During the follow-up period, the incidence of WHO grade Ⅰ, Ⅱ and Ⅲ glioma-related epilepsy decreased significantly. There was no significant difference in the incidence of glioma-related epilepsy between the total and subtotal resection groups ( P>0.05). There was no statistical correlation between the side of tumor occurrence and the occurrence of epilepsy ( P>0.05), also between the gene phenotype and the occurrence of epilepsy ( P>0.05). There was no significant difference in the Engel Outcome Scale among different grades of gliomas ( P>0.05). The prognosis of patients with Engel Outcome Scale Class 1 was significantly better than that of other grades. Conclusions:The incidence of glioma-related epilepsy is negatively correlated with tumor grade. Age and sex are risk factors for glioma-related epilepsy. The incidence of postoperative epilepsy in patients with low grade glioma is significantly lower than that in patients with high grade glioma, and the prognosis is better. However, there is no significant difference in the Engel Outcome Scale among different grades of gliomas.