1.The Applications and Challenges of Generative Artificial Intelligence in Theoretical and Case Analysis Assessment for Resident Physician Education
Yuankai ZHOU ; Jun SUN ; Shengjun LIU ; Yingying YANG ; Siyi YUAN ; Huaiwu HE ; Yun LONG
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1352-1356
Generative artificial intelligence (GAI) represents a prominent research focus in medicine, with medical education being a key application area. GAI demonstrates potential to enhance residency training efficacy through personalized instruction, automated assessment item generation, question bank updating, and intelligent scoring systems. However, current limitations exist regarding output accuracy and content consistency. To address these constraints, strategic measures are required: continuous GAI model refinement, development of standardized usage guidelines, enhanced data quality control, and implementation of human verification protocols for generated content. Concurrently, residents should proactively acquire GAI utilization skills to strengthen the practical application of theoretical knowledge. With these advancements, GAI is anticipated to evolve into a valuable asset for improving the efficiency and quality of residency training programs.
2.Research progresses in MR angiography of portal venous in children
Siyin ZHOU ; Jianning HOU ; Yuankai CHEN ; Jianming LI
Chinese Journal of Medical Imaging Technology 2024;40(10):1611-1614
MR angiography(MRA)is an important imaging method for non-invasive evaluation on the structure and hemodynamics of portal venous system.With the emergence of new MR sequences and iterations of contrast agents,the applications of portal MRA in children became more and more feasible.The technical research progresses and challenges of portal MRA in children were reviewed in this article.
3.Quantitative proteomics revealed extensive microenvironmental changes after stem cell transplantation in ischemic stroke.
Yao CHEN ; Fahuan SONG ; Mengjiao TU ; Shuang WU ; Xiao HE ; Hao LIU ; Caiyun XU ; Kai ZHANG ; Yuankai ZHU ; Rui ZHOU ; Chentao JIN ; Ping WANG ; Hong ZHANG ; Mei TIAN
Frontiers of Medicine 2022;16(3):429-441
The local microenvironment is essential to stem cell-based therapy for ischemic stroke, and spatiotemporal changes of the microenvironment in the pathological process provide vital clues for understanding the therapeutic mechanisms. However, relevant studies on microenvironmental changes were mainly confined in the acute phase of stroke, and long-term changes remain unclear. This study aimed to investigate the microenvironmental changes in the subacute and chronic phases of ischemic stroke after stem cell transplantation. Herein, induced pluripotent stem cells (iPSCs) and neural stem cells (NSCs) were transplanted into the ischemic brain established by middle cerebral artery occlusion surgery. Positron emission tomography imaging and neurological tests were applied to evaluate the metabolic and neurofunctional alterations of rats transplanted with stem cells. Quantitative proteomics was employed to investigate the protein expression profiles in iPSCs-transplanted brain in the subacute and chronic phases of stroke. Compared with NSCs-transplanted rats, significantly increased glucose metabolism and neurofunctional scores were observed in iPSCs-transplanted rats. Subsequent proteomic data of iPSCs-transplanted rats identified a total of 39 differentially expressed proteins in the subacute and chronic phases, which are involved in various ischemic stroke-related biological processes, including neuronal survival, axonal remodeling, antioxidative stress, and mitochondrial function restoration. Taken together, our study indicated that iPSCs have a positive therapeutic effect in ischemic stroke and emphasized the wide-ranging microenvironmental changes in the subacute and chronic phases.
Animals
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Cell Differentiation
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Disease Models, Animal
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Ischemic Stroke
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Proteomics
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Rats
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Stem Cell Transplantation/methods*
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Stroke/therapy*
4.Response of Lung Adenocarcinoma Harbouring Sensitizing EGFR Mutation to the Fourth-line Combination Treatment of Pembrolizumab and Anlotinib.
Liling HUANG ; Yan QIN ; Fengyi ZHAO ; Shengyu ZHOU ; Yuankai SHI
Chinese Journal of Lung Cancer 2021;24(10):739-742
45.7% of Chinese patients with advanced lung adenocarcinoma were reported to harbour sensitizing epidermal growth factor receptor (EGFR) mutations. Limited therapeutic options are left for non-small cell lung cancer (NSCLC) harbouring sensitizing EGFR mutations after failure of EGFR-tyrosine kinase inhibitor (TKI) therapy and chemotherapy, finding effective options for them is an unmet clinic need. Herein we reported a case that till January 12, 2021, an 82-year-old female with sensitizing EGFR-mutant advanced lung adenocarcinoma received a surprising progression-free survival (PFS) benefit of over 21 months from the combination therapy of pembrolizumab and anlotinib after her failure of treatments of osimertinib, chemotherapy and anlotinib-monotherapy.
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Adenocarcinoma of Lung/genetics*
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Aged, 80 and over
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Antibodies, Monoclonal, Humanized
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Antineoplastic Combined Chemotherapy Protocols
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Carcinoma, Non-Small-Cell Lung/genetics*
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ErbB Receptors/genetics*
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Female
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Humans
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Indoles
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Lung Neoplasms/genetics*
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Mutation
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Quinolines
5.Relationship of C1QA level and therapeutic effect and prognosis of DLBCL patients treated with R-CHOP
Yanrong WANG ; Jianliang YANG ; Yan QIN ; Shengyu ZHOU ; Peng LIU ; Xiaohui HE ; Shiyu JIANG ; Fengyi ZHAO ; Qiaofeng ZHONG ; Yu ZHOU ; Yang LI ; Meng XU ; Xiaobo YU ; Xiaohong HAN ; Yuankai SHI
Chinese Journal of Oncology 2021;43(12):1310-1315
Objective:To investigate the relationship between plasma levels of complements before treatment and the clinicopathological feathers and prognoses of diffuse large B-cell lymphoma (DLBCL) patients treated with Rituximab (R)-CHOP or R-CHOP-like therapy.Methods:The clinicopathological data of 105 DLBCL patients treated in cancer Hospital of Chinese Academy of Medical Sciences from 2010 to 2016 were collected. The plasma samples from 105 DLBCL patients treated with R-CHOP or R-CHOP-like therapy and 80 healthy controls were used to detect 34 complement levels before treatment by utilizing antibody microarray. The relationship between plasma levels of complements and the clinicopathological feathers and prognosis of DLBCL patients were analyzed.Results:The signal values of C1QA and CR1L in patients with international prognostic index (IPI) scores of 3-5 were 1 261.43±138.9 and 2 214.69±98.58, respectively, higher than 950.79±80.19 and 984.67±121.79 in patients with IPI scores of 0~2 (both P<0.05). The levels of C1QA and CR1L in the non-complete response (CR) group were 1 165.43±98.56 and 2 263.13±145.63, respectively, higher than 914.70±100.77 and 1 821.34±84.68 in the CR group (both P<0.05). Cox regression analysis showed that elevated C1QA signal value was associated with poor progression-free survival (PFS) and poor overall survival (OS) (PFS: HR=2.063, 95% CI: 1.220-3.489, P=0.007; OS: HR=2.23, 95% CI: 1.036~4.798, P=0.040). After IPI correction by Cox multivariate model, the elevated C1QA signal value was still correlated with poor PFS ( HR=1.765, 95% CI 1.034~3.013, P=0.037). Conclusions:The baseline plasma levels of C1QA and CR1L are correlated with IPI scores and therapeutic effects of DLBCL patients treated with R-CHOP. The baseline plasma level of C1QA has a certain predictive value for the prognostic evaluation of DLBCL.
6.Relationship of C1QA level and therapeutic effect and prognosis of DLBCL patients treated with R-CHOP
Yanrong WANG ; Jianliang YANG ; Yan QIN ; Shengyu ZHOU ; Peng LIU ; Xiaohui HE ; Shiyu JIANG ; Fengyi ZHAO ; Qiaofeng ZHONG ; Yu ZHOU ; Yang LI ; Meng XU ; Xiaobo YU ; Xiaohong HAN ; Yuankai SHI
Chinese Journal of Oncology 2021;43(12):1310-1315
Objective:To investigate the relationship between plasma levels of complements before treatment and the clinicopathological feathers and prognoses of diffuse large B-cell lymphoma (DLBCL) patients treated with Rituximab (R)-CHOP or R-CHOP-like therapy.Methods:The clinicopathological data of 105 DLBCL patients treated in cancer Hospital of Chinese Academy of Medical Sciences from 2010 to 2016 were collected. The plasma samples from 105 DLBCL patients treated with R-CHOP or R-CHOP-like therapy and 80 healthy controls were used to detect 34 complement levels before treatment by utilizing antibody microarray. The relationship between plasma levels of complements and the clinicopathological feathers and prognosis of DLBCL patients were analyzed.Results:The signal values of C1QA and CR1L in patients with international prognostic index (IPI) scores of 3-5 were 1 261.43±138.9 and 2 214.69±98.58, respectively, higher than 950.79±80.19 and 984.67±121.79 in patients with IPI scores of 0~2 (both P<0.05). The levels of C1QA and CR1L in the non-complete response (CR) group were 1 165.43±98.56 and 2 263.13±145.63, respectively, higher than 914.70±100.77 and 1 821.34±84.68 in the CR group (both P<0.05). Cox regression analysis showed that elevated C1QA signal value was associated with poor progression-free survival (PFS) and poor overall survival (OS) (PFS: HR=2.063, 95% CI: 1.220-3.489, P=0.007; OS: HR=2.23, 95% CI: 1.036~4.798, P=0.040). After IPI correction by Cox multivariate model, the elevated C1QA signal value was still correlated with poor PFS ( HR=1.765, 95% CI 1.034~3.013, P=0.037). Conclusions:The baseline plasma levels of C1QA and CR1L are correlated with IPI scores and therapeutic effects of DLBCL patients treated with R-CHOP. The baseline plasma level of C1QA has a certain predictive value for the prognostic evaluation of DLBCL.
7. The differential diagnosis of pulmonary infiltrates in cancer patients during the outbreak of the 2019 novel coronavirus disease
Wenjie ZHU ; Jie WANG ; Xiaohui HE ; Yan QIN ; Sheng YANG ; Xingsheng HU ; Hongyu WANG ; Jing HUANG ; Aiping ZHOU ; Fei MA ; Yuankai SHI ; Shengyu ZHOU
Chinese Journal of Oncology 2020;42(0):E008-E008
Objective:
To investigate the principles of differential diagnosis of pulmonary infiltrates in cancer patients during the outbreak of novel coronavirus (2019-nCoV) by analyzing one case of lymphoma who presented pulmonary ground-glass opacities (GGO) after courses of chemotherapy.
Methods:
Baseline demographics and clinicopathological data of eligible patients were retrieved from medical records. Information of clinical manifestations, history of epidemiology, lab tests and chest CT scan images of visiting patients from February 13 to February 28 were collected. Literatures about pulmonary infiltrates in cancer patients were searched from databases including PUBMED, EMBASE and CNKI.
Results:
Among the 139 cancer patients underwent chest CT scans before chemotherapy, pulmonary infiltrates were identified in eight patients (5.8%), five of whom were characterized as GGOs in lungs. 2019-nCoV nuclear acid testing was performed in three patients and the results were negative. One case was a 66-year-old man diagnosed as non-Hodgkin lymphoma and underwent CHOP chemotherapy regimen. His chest CT scan image displayed multiple GGOs in lungs and the complete blood count showed decreased lymphocytes. This patient denied any contact with confirmed/suspected cases of 2019-nCoV infection and without fever and other respiratory symptoms. Considering the negative result of nuclear acid testing, this patient was presumptively diagnosed as viral pneumonia and an experiential anti-infection treatment had been prescribed for him.
Conclusions
The 2019 novel coronavirus disease (COVID-19) complicates the clinical scenario of pulmonary infiltrates in cancer patients. The epidemic history, clinical manifestation, CT scan image and lab test should be combined consideration. The 2019-nCoV nuclear acid testing might be applicated in more selected patients. Active anti-infection treatment and surveillance of patient condition should be initiated if infectious disease is considered.
8.Comparison the efficacy and prognosis of different first-line treatment for elderly diffuse large B-cell lymphoma
Peng LIU ; Shiyu JIANG ; Xiaohui HE ; Yan QIN ; Lin GUI ; Shengyu ZHOU ; Jianliang YANG ; Sheng YANG ; Tingyu WEN ; Yuankai SHI
Chinese Journal of Oncology 2020;42(3):234-241
Objective:To investigate the clinical features, survival and prognostic factors of elder patients with diffuse large B-cell lymphoma (DLBCL).Methods:The clinical data of elder patients with diffuse large B-cell lymphoma enrolled in the Cancer Hospital of Chinese Academy of Medical Sciences from April 2006 to December 2012 were retrospectively collected. All the patients were divided into R-CHOP-like group and CHOP-like group according to the dosage regimen. And the differences in demographic characteristics, clinical features, survival time and prognostic factors were compared between these two groups.Results:A total of 158 patients were enrolled, of which 78 patients in the R-CHOP-like group and 80 patients in the CHOP-like group were eligible. There were no significant differences between two groups on age, gender, pathological staging, B symptoms, bulky mass, ECOG score, IPI score, pathological type, LDH level, β 2-MG level, lymphocyte/monocyte ratio(LMR), neutrophils/lymphocyte ratio(NLR), platelet/lymphocyte ratio(PLR), Ki-67 index and bone marrow invasion. In the R-CHOP like group, the median progression-free survival (PFS) time was 10 months, and the median overall survival (OS) time was 30 months. The 1-year and 2-year PFS rates were 46.2% and 19.2%, respectively. The 1-, 2-, and 5-year OS rates were 79.5%, 59.0%, and 19.2%, respectively. In the CHOP-like group, the median PFS was 7 months, and the median OS was 15 months. The 1-year and 2-year PFS rates were 27.5% and 12.5% respectively. The 1-year, 2-year, and 5-year OS rates were 65.0%, 32.5% and 13.8%, respectively. The median PFS time and OS time in the R-CHOP group were significantly better than those in the CHOP group ( P<0.05 for both). A stratified analysis showed that the PFS time and OS time were superior in the R-CHOP-like group compared to the CHOP-like group among patients older than 70 years ( P<0.05 for both). In patients with stage Ⅲ-Ⅳ, the PFS time and OS time in the R-CHOP-like group were also superior to CHOP-like group ( P<0.05 for both). Univariate Cox regression analysis showed that IPI score, LDH value, β 2-MG value, ECOG score, LMR, and PLR had an significant effect on prognosis ( P<0.05 for all). Multivariate Cox regression analysis showed that lymphocyte/monocyte ratio and platelet/lymphocyte ratio were independent prognostic factors for diffuse large B-cell lymphoma ( P<0.05 for both). Conclusions:The R-CHOP-like chemotherapy regimen is superior to the CHOP-like regimen in the first-line treatment of patients with diffuse large B-cell lymphoma. ECOG score, LMR and PLR may be independent prognostic factors for diffuse large B-cell lymphoma. ECOG score, LMR and PLR are independent prognostic factors.
9.The outcome and safety of neoadjuvant PD-1 blockade plus chemotherapy in stage Ⅱ~Ⅲ non-small cell lung cancer
Yutao LIU ; Yushun GAO ; Yousheng MAO ; Jun JIANG ; Lin YANG ; Jianliang YANG ; Xingsheng HU ; Shengyu ZHOU ; Yan QIN ; Yuankai SHI
Chinese Journal of Oncology 2020;42(6):480-485
Objective:To explore the safety and therapeutic effect of programmed death 1 (PD-1) antibody combined with chemotherapy as a neoadjuvant therapy for patients with stage Ⅱ to Ⅲ non-small cell lung cancer (NSCLC).Methods:Thirteen patients, who had been diagnosed as stage Ⅱ-Ⅲ NSCLC and received PD-1 inhibitor plus chemotherapy as a neoadjuvant treatment in National Cancer Center/Cancer Hospital were recruited. The patients received consecutive neoadjuvant chemotherapy for 21 days as a cycle and the therapeutic efficacy was evaluated after two cycles.Results:At the last time of follow-up on December 2, 2019, the objective response rate (ORR) and disease control rate (DCR) of these patients were 61.5% (95% CI 30.9%-92.1%) and 100%, respectively. The downregulation rate of disease stage was 61.5% (8/13). The resectable rate was 38.5% (5/13), among them, the major pathologic response (MPR) was 60.0% (3/5) and the complete pathologic response (CPR) was 20.0% (1/5). The neoadjuvant chemotherapy displayed a low incidence of adverse reaction. The main grade 3 to 4 toxicities were neutropenia (38.5%) and leukopenia (23.1%). There was no significant immune-related toxicity. The safety and tolerability of perioperative period of patients underwent resection were promising. Conclusions:Immunotherapy combined with chemotherapy as a neoadjuvant treatment is an effective, low-toxicity treatment manner, which has perioperative safety and high rate of MPR for patients with resectable NSCLC. It is a promising treatment option for patients with stage Ⅱ to Ⅲ NSCLC.
10.Programmed cell death-1 inhibitor combined with rituximab in refractory or relapsed diffuse large B-cell lymphoma: a preliminary efficacy and safety analysis
Yan QIN ; Fengyi ZHAO ; Yu ZHOU ; Shiyu JIANG ; Sheng YANG ; Yuankai SHI
Chinese Journal of Oncology 2020;42(12):1034-1039
Objective:To investigate the efficacy and safety of programmed cell death protein-1 (PD-1) inhibitor combined with rituximab in the treatment of refractory or relapsed diffuse large B-cell lymphoma (rrDLBCL) patients.Methods:The efficacy and safety of rrDLBCL patients treated with PD-1 inhibitor combined with rituximab as salvage therapeutic regimen after initially treated with rituximab, cyclophosphamide, anthracycline, vincristine and prednisone (R-CHOP) regimen in Cancer Hospital, Chinese Academy of Medical Science & Peking Union Medical College from October 2018 to Janurary 2020 were retrospectively analyzed.Patient who received at least one dose of PD-1 inhibitor combined with rituximab treatment and obtained the efficacy and safety evaluation were included.Results:A total of 22 patients were enrolled in this study. The median age was 51.5 years and the median number of prior treatment regimen was 2. The median time to progression (TTP) for the initial R-CHOP treatment was 9.3 months and the median interval time of rituximab administrations between the previous and the research regimen was 5.5 months. Patients were classified as germinal center B cell (GCB) origin ( n=8), non-GCB origin ( n=9) and primary mediastinal large B cell lymphoma (PMBCL, n=5). Four patients were double-expression lymphoma, one patient were triple-hit lymphoma. Nine patients had PD-L1 immunohistochemical staining and the proportion of PD-L1 positive tumor cells were 1%-90% for eight patients and negative for one patient.The objective response rate (ORR) and complete response rate (CR) were 72.7% (16/22) and 13.6% (3/22), respectively. The median progression free survival (PFS) was 8.0 (95% CI: 7.0-14.5) months, and overall survival (OS) was not reached. For the 17 patients of non-specific DLBCL, the ORR was 64.7% (11/17), the estimated median PFS was 4.0 (95% CI: 0-8.8) months, the 1-year PFS and OS rates were 39.2% (95% CI: 19.4%-43.4%)and 81.3% (95% CI: 71.4%-91.1%), respectively. All of 5 PMBCL cases achieved ORR, among them, one case was CR and 4 cases were partial responase (PR), and their PFS were 16.4, 9.3, 8.3, 7.9and 3.0 months, respectively. One patient had National Cancer Institute Common Terminology Criteria for Adverse Events (NCI CTCAE) version 5.0 grade 3 hypophysitis and one patient had NCI CTCAE grade 3 interstitial pneumonia. Conclusion:For rrDLBCL patients who have underwent rituximab treatment previously, PD-1 inhibitor combined with rituximab regimen shows a promising efficacy and tolerability, which can be a potential treatment option.

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