Cholesterol,as an important component of cell membranes,plays a multifaceted role in mediating tumor immunomodulation and drug intervention.In case of cholesterol metabolic imbalance,the accumulation of cholesterol metabolic intermediates,the changes in concentrations,and the regulation of related signaling pathways can affect tumor immunity by promoting inflammation and inhibiting immune cell function.Preclinical and clinical studies have shown that controlling cholesterol metabolism can inhibit tumor growth,re-shape body immune regulation,and enhance antitumor immunity.A deep understanding of the association between immune cells and cholesterol metabolic pathways in the tumor microenvironment can help to develop novel drugs targeting cholesterol metabolism.This article reviews the multifaceted role of cholesterol and its derived metabolites in the tumor microenvironment by regulating various types of immune cells such as myeloid-derived suppressor cells,tumor-associated macrophages,dendritic cells,and T-lymphocytes,as well as the characteristics of tumor immunomodulation mediated by cholesterol metabolism and the advances in pharmaceutical re-search on improving the immune function of the body by intervening against cholesterol,in order to further provide new ideas and a thera-peutic basis for cholesterol modulation and intervention in tumor im-munotherapy.

The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence ; Humans ; Delivery of Health Care ; Generative Artificial Intelligence

Objective:To detect the expression of sialylated CD15 (CD15s) in the tumor cells of classical Hodgkin lymphoma using a modified immunohistochemical approach.Methods:From 2009 to 2024, 53 cases of classical Hodgkin lymphoma were collected in the Department of Pathology, Peking University Cancer Hospital, in which 21 cases that were CD15-negative or showed only focal weak positivity were selected. Immunohistochemical staining for CD15 was performed on a Leica automated stainer using three different antibody clones (MMA, Carb3, and IHC527). Tissue sections were digested with sialidase at varying concentrations and incubation times, followed by immunohistochemical staining with the MMA clone. Multiplex immunofluorescence was applied for co-staining of CD15 (MMA) and CD30 (JCM182), and analysis was conducted using APTIME and HALO software.Results:There were 30 male patients and 23 female patients, with an age range of 14 to 73 years and a median age of 32(26,46) years. None of the three CD15 antibody clones significantly improved the CD15 positive rate in the 14 completely negative and 7 weakly positive cases, with no notable differences observed among the clones( P>0.05). After sialidase digestion, tissue morphology remained well-preserved. Optimal CD15 staining was achieved with a 1∶1 diluted sialidase incubated at 37 ℃ for one hour. This treatment significantly enhanced the detection rate of CD15 antigen in Hodgkin Reed-Sternberg cells ( P<0.001). Conclusion:Sialidase digestion effectively unveils sialylated CD15 expression in classical Hodgkin lymphoma, markedly improving its detection in HRS cells.

Objective:To evaluate the effectiveness of a rotation training program for primary care general practitioners (GPs) in Taizhou, China, designed around three core competencies.Methods:A longitudinal study was conducted. A total of 111 primary care GPs participating in the 1st to 5th sessions of the Taizhou GP rotation training program at Taizhou Hospital (the designated training center) in Zhejiang Province from July 2022 to December 2024 were included. Based on the World Organization of Family Doctors (WONCA) competency model, combined with literature review and expert consultation, 15 potential training components were identified. A needs assessment survey among primary care GPs was then conducted, leading to the finalization of three core competencies for the training: ①Evidence-based management of common diseases, frequently-occurring diseases, and common symptoms; ②Early identification, management, and referral of critically ill patients; ③Chronic disease management and health promotion capabilities. A 4-month full-time immersion training program was structured around these competencies, comprising three phases: theoretical training (1 week), clinical comprehensive skills training (14 weeks), and primary care practice training (1 week). Assessments included a pre-and post-training theoretical knowledge test and a final clinical assessment. The final assessment utilized a three-station Objective Structured Clinical Examination (OSCE) evaluating patient consultation, clinical reasoning & decision-making, and clinical procedural skills. A self-administered satisfaction survey was also distributed post-training.Results:The 111 participants were predominantly aged 30-49 years (72.1% (80/111)), held bachelor′s degrees (87.4% (97/111)), were licensed physicians (78.4% (87/111)), and had junior or intermediate professional titles (87.4% (97/111)). Post-training theoretical scores were significantly higher than pre-training scores (76.26±7.00 vs. 69.94±6.40, t=-10.45, P<0.001). All participants 100%(111/111) passed the final OSCE assessment. The mean scores for the OSCE stations were: patient consultation 85.99±7.30, clinical reasoning & decision-making 82.72±7.61, and clinical procedural skills 89.60±5.65. Satisfaction rates were 100.0% (111/111) for the overall program, the three-phase design, the core competency training content, theoretical training, clinical skills training, and clinical rotation departments. Satisfaction was 98.2% (109/111) for the 4-month full-time duration, 99.1% (110/111) for the "2+X" clinical rotation model (2 weeks each in General Practice and Emergency Medicine+elective rotations in 4 other departments), and 97.3% (108/111) for the primary care practice base. Conclusions:The competency-based rotation training program for primary care GPs in Taizhou effectively enhanced participants′ theoretical knowledge and clinical practical skills, and achieved high levels of participant satisfaction. This model offers valuable insights for optimizing primary care GP training in similar settings.

Objective:To evaluate the effectiveness of a rotation training program for primary care general practitioners (GPs) in Taizhou, China, designed around three core competencies.Methods:A longitudinal study was conducted. A total of 111 primary care GPs participating in the 1st to 5th sessions of the Taizhou GP rotation training program at Taizhou Hospital (the designated training center) in Zhejiang Province from July 2022 to December 2024 were included. Based on the World Organization of Family Doctors (WONCA) competency model, combined with literature review and expert consultation, 15 potential training components were identified. A needs assessment survey among primary care GPs was then conducted, leading to the finalization of three core competencies for the training: ①Evidence-based management of common diseases, frequently-occurring diseases, and common symptoms; ②Early identification, management, and referral of critically ill patients; ③Chronic disease management and health promotion capabilities. A 4-month full-time immersion training program was structured around these competencies, comprising three phases: theoretical training (1 week), clinical comprehensive skills training (14 weeks), and primary care practice training (1 week). Assessments included a pre-and post-training theoretical knowledge test and a final clinical assessment. The final assessment utilized a three-station Objective Structured Clinical Examination (OSCE) evaluating patient consultation, clinical reasoning & decision-making, and clinical procedural skills. A self-administered satisfaction survey was also distributed post-training.Results:The 111 participants were predominantly aged 30-49 years (72.1% (80/111)), held bachelor′s degrees (87.4% (97/111)), were licensed physicians (78.4% (87/111)), and had junior or intermediate professional titles (87.4% (97/111)). Post-training theoretical scores were significantly higher than pre-training scores (76.26±7.00 vs. 69.94±6.40, t=-10.45, P<0.001). All participants 100%(111/111) passed the final OSCE assessment. The mean scores for the OSCE stations were: patient consultation 85.99±7.30, clinical reasoning & decision-making 82.72±7.61, and clinical procedural skills 89.60±5.65. Satisfaction rates were 100.0% (111/111) for the overall program, the three-phase design, the core competency training content, theoretical training, clinical skills training, and clinical rotation departments. Satisfaction was 98.2% (109/111) for the 4-month full-time duration, 99.1% (110/111) for the "2+X" clinical rotation model (2 weeks each in General Practice and Emergency Medicine+elective rotations in 4 other departments), and 97.3% (108/111) for the primary care practice base. Conclusions:The competency-based rotation training program for primary care GPs in Taizhou effectively enhanced participants′ theoretical knowledge and clinical practical skills, and achieved high levels of participant satisfaction. This model offers valuable insights for optimizing primary care GP training in similar settings.

Objective:To explore the values of reticulin fiber staining (RFS) in evaluating bone marrow (BM) involvement of lymphoma and in grading of BM biopsy from adult lymphoma patients.Methods:Retrospectively,354 cases of adult lymphoma were collected from November 2023 to May 2024 at Peking University Cancer Hospital. BM samples were stained with RFS and immunohistochemical staining (IHC), and flow cytometry (FCM) was also performed with the BM aspirations simultaneously. RFS was graded according to the European Consensus, as high grade (grade 2-3) indicating BM involvement in the study. BM involvement was considered as definite if no less than two positive findings among IHC, FCM, and RFS. Statistical analyses were performed via SPSS software (V23.0).Results:In this series, 52.3% (185/354) of the patients were male; 35.0% (124/354) aged >60 years; BM involvements were found in 34.5% (122/354) cases with high grade of RFS, which, in turn, were lymphoblastic leukemia/lymphoma (ALL/LBL) group (4/4), indolent B-cell lymphoma (IndBCL) group (49.1%, 53/108), transformed B-cell lymphoma (TrBCL) group (2/5), invasive B-cell lymphoma (InvBCL) group (26.5%, 41/155), T and NK cell lymphoma (TNKCL) group (27.3%, 12/44) and classical Hodgkin lymphoma (CHL) group (26.3%, 10/38); if classified by specific types, T-ALL/LBL (2/2), B-ALL/LBL (2/2) and CLL/SLL (8/10) ranked top three. In terms of the positive rate of BM involvement evaluated by RFS, no significant difference was seen between either gender or age groups ( χ2=3.416, P=0.332 and χ2=4.200, P=0.241); however, significant differences were observed between different lymphoma groups and types ( χ2=29.961, P=0.012 and χ2=102.546, P<0.001, respectively). BM invasion rates indicated by IHC and FCM were 25.4% (90/354) and 13.8% (49/354), respectively. The overall BM invasion rate was 24.3% (86/354), and the sensitivity of RFS, IHC, and FCM was 90.8%, 97.8%, and 55.8%, and specificity was 84.1%, 99.6%, and 98.9%, respectively. Overall, the concordance rate of RFS with IHC and FCM was 83.6% and 74.0%, respectively, including 85.8% and 74.2% for InvBCL group, 79.6% and 75.0% for IndBCL group, 84.1% and 75.0% for TNKCL group, 81.6% and 73.7% for CHL group, 5/5 and 2/5 for TrBCL group, and 4/4 and 3/4 for ALL/LBL group. Conclusions:In the evaluation of BM involvement status of adult lymphoma, high sensitivity and specificity are observed by RFS, and high concordance is also noted with both IHC and FCM. Thus, the BM infiltrating status of adult lymphoma could be evaluated more accurately by a combined usage of the three methods.

Objective:To explore the changes of serum histone deacetylase 2 (HDAC2), lonely G protein-coupled receptor ligand (Apelin) and B-type brain natriuretic peptide (BNP) in patients with chronic obstructive pulmonary disease (COPD) and the predictive value for prognosis.Methods:A retrospective selection was made of 100 COPD patients (COPD group) admitted to the Fourth People's Hospital of Langfang from May 2022 to May 2023 and 50 healthy individuals who underwent physical examinations during the same period (healthy control group) as the research subjects. The levels of serum HDAC2, Apelin and BNP in the two groups were compared. The levels of HDAC2, Apelin and BNP in COPD patients with different clinical characteristics were compared. The correlation among serum HDAC2, Apelin and BNP in COPD patients were analyzed by Spearman test. The predictive value of serum HDAC2, Apelin and BNP for the prognosis of patients with COPD was analyzed by the receiver operating characteristic (ROC) curve.Results:The level of HDAC2 in the COPD group was lower than that in the healthy control group, the levels of Apelin and BNP were higher than those in the healthy control group: (2.38 ± 0.56) U/L vs. (7.51 ± 1.33) U/L, (491.62 ± 53.82) ng/L vs. (337.19 ± 46.52) ng/L, (211.05 ± 23.46) ng/L vs. (37.52 ± 4.32) ng/L, there were statistical differences ( P<0.05). COPD patients with different clinical characteristics, including those in acute exacerbation and stable stages, mild, moderate and severe cases, COPD patients with pulmonary function grades Ⅱ, Ⅲ and Ⅳ, COPD patients with and without pulmonary hypertension, and patients with poor prognosis and good prognosis, there were statistically significant differences in the levels of HDAC2, Apelin and BNP ( P<0.05). The Spearman test results indicated that in COPD patients, serum HDAC2 was negatively correlated with Apelin ( r = - 0.469, P = 0.001), HDAC2 was negatively correlated with BNP ( r = - 0.435, P = 0.001), and Apelin was positively correlated with BNP ( r = 0.418, P = 0.001). The results of ROC curve analysis indicated that the combined detection of HDAC2, Apelin and BNP had the highest area under the curve for predicting the prognosis of COPD patients (0.954), with a sensitivity of 81.66%. Conclusions:COPD patients have lower HDAC2 and higher Apelin and BNP levels. The three indicators are correlated to a certain extent, and their levels are closely related to the clinical characteristics of patients. The combined detection of the three indicators can be used as important predictive indicators for the prognosis of COPD patients.

Objective:To explore the values of reticulin fiber staining (RFS) in evaluating bone marrow (BM) involvement of lymphoma and in grading of BM biopsy from adult lymphoma patients.Methods:Retrospectively,354 cases of adult lymphoma were collected from November 2023 to May 2024 at Peking University Cancer Hospital. BM samples were stained with RFS and immunohistochemical staining (IHC), and flow cytometry (FCM) was also performed with the BM aspirations simultaneously. RFS was graded according to the European Consensus, as high grade (grade 2-3) indicating BM involvement in the study. BM involvement was considered as definite if no less than two positive findings among IHC, FCM, and RFS. Statistical analyses were performed via SPSS software (V23.0).Results:In this series, 52.3% (185/354) of the patients were male; 35.0% (124/354) aged >60 years; BM involvements were found in 34.5% (122/354) cases with high grade of RFS, which, in turn, were lymphoblastic leukemia/lymphoma (ALL/LBL) group (4/4), indolent B-cell lymphoma (IndBCL) group (49.1%, 53/108), transformed B-cell lymphoma (TrBCL) group (2/5), invasive B-cell lymphoma (InvBCL) group (26.5%, 41/155), T and NK cell lymphoma (TNKCL) group (27.3%, 12/44) and classical Hodgkin lymphoma (CHL) group (26.3%, 10/38); if classified by specific types, T-ALL/LBL (2/2), B-ALL/LBL (2/2) and CLL/SLL (8/10) ranked top three. In terms of the positive rate of BM involvement evaluated by RFS, no significant difference was seen between either gender or age groups ( χ2=3.416, P=0.332 and χ2=4.200, P=0.241); however, significant differences were observed between different lymphoma groups and types ( χ2=29.961, P=0.012 and χ2=102.546, P<0.001, respectively). BM invasion rates indicated by IHC and FCM were 25.4% (90/354) and 13.8% (49/354), respectively. The overall BM invasion rate was 24.3% (86/354), and the sensitivity of RFS, IHC, and FCM was 90.8%, 97.8%, and 55.8%, and specificity was 84.1%, 99.6%, and 98.9%, respectively. Overall, the concordance rate of RFS with IHC and FCM was 83.6% and 74.0%, respectively, including 85.8% and 74.2% for InvBCL group, 79.6% and 75.0% for IndBCL group, 84.1% and 75.0% for TNKCL group, 81.6% and 73.7% for CHL group, 5/5 and 2/5 for TrBCL group, and 4/4 and 3/4 for ALL/LBL group. Conclusions:In the evaluation of BM involvement status of adult lymphoma, high sensitivity and specificity are observed by RFS, and high concordance is also noted with both IHC and FCM. Thus, the BM infiltrating status of adult lymphoma could be evaluated more accurately by a combined usage of the three methods.

Objective:To explore the changes of serum histone deacetylase 2 (HDAC2), lonely G protein-coupled receptor ligand (Apelin) and B-type brain natriuretic peptide (BNP) in patients with chronic obstructive pulmonary disease (COPD) and the predictive value for prognosis.Methods:A retrospective selection was made of 100 COPD patients (COPD group) admitted to the Fourth People's Hospital of Langfang from May 2022 to May 2023 and 50 healthy individuals who underwent physical examinations during the same period (healthy control group) as the research subjects. The levels of serum HDAC2, Apelin and BNP in the two groups were compared. The levels of HDAC2, Apelin and BNP in COPD patients with different clinical characteristics were compared. The correlation among serum HDAC2, Apelin and BNP in COPD patients were analyzed by Spearman test. The predictive value of serum HDAC2, Apelin and BNP for the prognosis of patients with COPD was analyzed by the receiver operating characteristic (ROC) curve.Results:The level of HDAC2 in the COPD group was lower than that in the healthy control group, the levels of Apelin and BNP were higher than those in the healthy control group: (2.38 ± 0.56) U/L vs. (7.51 ± 1.33) U/L, (491.62 ± 53.82) ng/L vs. (337.19 ± 46.52) ng/L, (211.05 ± 23.46) ng/L vs. (37.52 ± 4.32) ng/L, there were statistical differences ( P<0.05). COPD patients with different clinical characteristics, including those in acute exacerbation and stable stages, mild, moderate and severe cases, COPD patients with pulmonary function grades Ⅱ, Ⅲ and Ⅳ, COPD patients with and without pulmonary hypertension, and patients with poor prognosis and good prognosis, there were statistically significant differences in the levels of HDAC2, Apelin and BNP ( P<0.05). The Spearman test results indicated that in COPD patients, serum HDAC2 was negatively correlated with Apelin ( r = - 0.469, P = 0.001), HDAC2 was negatively correlated with BNP ( r = - 0.435, P = 0.001), and Apelin was positively correlated with BNP ( r = 0.418, P = 0.001). The results of ROC curve analysis indicated that the combined detection of HDAC2, Apelin and BNP had the highest area under the curve for predicting the prognosis of COPD patients (0.954), with a sensitivity of 81.66%. Conclusions:COPD patients have lower HDAC2 and higher Apelin and BNP levels. The three indicators are correlated to a certain extent, and their levels are closely related to the clinical characteristics of patients. The combined detection of the three indicators can be used as important predictive indicators for the prognosis of COPD patients.

Objective:To detect the expression of sialylated CD15 (CD15s) in the tumor cells of classical Hodgkin lymphoma using a modified immunohistochemical approach.Methods:From 2009 to 2024, 53 cases of classical Hodgkin lymphoma were collected in the Department of Pathology, Peking University Cancer Hospital, in which 21 cases that were CD15-negative or showed only focal weak positivity were selected. Immunohistochemical staining for CD15 was performed on a Leica automated stainer using three different antibody clones (MMA, Carb3, and IHC527). Tissue sections were digested with sialidase at varying concentrations and incubation times, followed by immunohistochemical staining with the MMA clone. Multiplex immunofluorescence was applied for co-staining of CD15 (MMA) and CD30 (JCM182), and analysis was conducted using APTIME and HALO software.Results:There were 30 male patients and 23 female patients, with an age range of 14 to 73 years and a median age of 32(26,46) years. None of the three CD15 antibody clones significantly improved the CD15 positive rate in the 14 completely negative and 7 weakly positive cases, with no notable differences observed among the clones( P>0.05). After sialidase digestion, tissue morphology remained well-preserved. Optimal CD15 staining was achieved with a 1∶1 diluted sialidase incubated at 37 ℃ for one hour. This treatment significantly enhanced the detection rate of CD15 antigen in Hodgkin Reed-Sternberg cells ( P<0.001). Conclusion:Sialidase digestion effectively unveils sialylated CD15 expression in classical Hodgkin lymphoma, markedly improving its detection in HRS cells.