Objective To evaluate the applicability and guideline concordance of the Chinese Society of Clinical Oncology(CSCO)arti-ficial intelligence(AI)system in clinical decision-making for colorectal cancer(CRC)patients,and to explore its feasibility in real-world clinical applications.Methods A total of 972 CRC patients diagnosed and treated at the Second Affiliated Hospital,Zhejiang University School of Medicine,from January 2010 to December 2021,were included.Patient data were analyzed by the CSCO AI system to gener-ate treatment decisions,and decision concordance was assessed by a blinded independent central review(BICR)panel.The applicability and guideline concordance rates of the CSCO AI system were calculated for different treatment stages,and a logistic regression model was used to analyze factors influencing the system's decision discrepancies with actual treatments.Results The overall applicability rate of the CSCO AI system was 96.2%,and the overall guideline concordance rate was 94.9%.In the adjuvant and palliative treatment stages,the system's applicability rates were 95.8%and 96.7%,respectively,and the guideline concordance rates were 95.0%and 94.9%,respective-ly.Multivariate logistic regression analysis showed that age≥65 years and high-risk stage Ⅱ treatment were significant factors affecting guideline concordance in the adjuvant treatment stage(both P<0.05).Conclusions The CSCO AI system demonstrated high applicability and guideline concordance in the adjuvant and palliative treatment stages for CRC.The system's clinical decision-making potential is sig-nificant,and it can be further optimized for specific clinical scenarios and promoted for use across various medical institutions.

Robot-assisted surgery with its advantages such as three-dimensional high-definition vision, dexterous robotic arms, and tremor filtration, is increasingly being applied to complex radical gastrectomy. However, the role of the surgical assistant remains crucial during the procedure. The assistant is responsible for tasks outside the console, including adjusting robotic arms, changing instruments, exposing the surgical field, and addressing unexpected situations. The technical proficiency of the assistant and their collaboration efficiency with the primary surgeon directly impact the smoothness of surgery and patients' outcomes. With the expansion of robot-assisted surgical indications, the establishment of a standardized training system and the optimization of team collaboration models have become urgent challenges to address. This article draws on the author's practical experience as an assistant in robot-assisted gastric cancer surgeries, conducting an in-depth analysis of the responsibilities and operational skills of surgical assistants in robot-assisted procedures. The aim is to develop a relatively comprehensive set of operational guidelines for surgical assistants in robot-assisted radical gastrectomy, providing valuable references for enhancing the overall efficiency of surgical teams and improving surgical outcomes.

Objective:To compare the short- and long-term outcomes of robotic versus laparoscopic gastrectomy in patients with locally advanced gastric cancer after neoadjuvant chemotherapy.Methods:Data from 321 patients with locally advanced gastric cancer undergoing neoadjuvant chemotherapy followed by robotic ( n=109) and laparoscopic ( n=212) radical gastrectomy at our center between May 2017 and Sep 2022 was collected. After 1∶1 propensity score matching, 106 patients from each group were included in the final analysis to compare short-term clinical outcomes and long-term prognostic indicators. Results:The robotic group had a significantly lower overall complication rate (13.2% vs. 28.3%, χ2=6.453, P=0.007) and surgery-related complication rate (8.5% vs. 17.9%, χ2=3.333, P=0.043) than the laparoscopic group. The robotic group also retrieved more total lymph nodes (35.3±4.9 vs. 31.4±6.3, t=4.863, P<0.001) and supra-pancreatic lymph nodes (13.1±3.4 vs. 10.1±2.1, t=5.258, P<0.001). Additionally, the robotic group had a shorter operative time [(218±47) min vs. (267±71) min, t=-6.001, P<0.001], less intraoperative blood loss [(47±12) ml vs. (71±17) ml, t=-5.424, P<0.001], and faster postoperative recovery. The 3-year recurrence-free survival rate was significantly higher in the robotic group compared to the laparoscopic group (75.5% vs. 62.3%, P=0.017). Conclusion:Compared with laparoscopic gastrectomy, robotic gastrectomy allows for a more lymph nodes harvest, significantly reduces intraoperative blood loss and complication rates and significantly improves recurrence-free survival.

Objective To evaluate the applicability and guideline concordance of the Chinese Society of Clinical Oncology(CSCO)arti-ficial intelligence(AI)system in clinical decision-making for colorectal cancer(CRC)patients,and to explore its feasibility in real-world clinical applications.Methods A total of 972 CRC patients diagnosed and treated at the Second Affiliated Hospital,Zhejiang University School of Medicine,from January 2010 to December 2021,were included.Patient data were analyzed by the CSCO AI system to gener-ate treatment decisions,and decision concordance was assessed by a blinded independent central review(BICR)panel.The applicability and guideline concordance rates of the CSCO AI system were calculated for different treatment stages,and a logistic regression model was used to analyze factors influencing the system's decision discrepancies with actual treatments.Results The overall applicability rate of the CSCO AI system was 96.2%,and the overall guideline concordance rate was 94.9%.In the adjuvant and palliative treatment stages,the system's applicability rates were 95.8%and 96.7%,respectively,and the guideline concordance rates were 95.0%and 94.9%,respective-ly.Multivariate logistic regression analysis showed that age≥65 years and high-risk stage Ⅱ treatment were significant factors affecting guideline concordance in the adjuvant treatment stage(both P<0.05).Conclusions The CSCO AI system demonstrated high applicability and guideline concordance in the adjuvant and palliative treatment stages for CRC.The system's clinical decision-making potential is sig-nificant,and it can be further optimized for specific clinical scenarios and promoted for use across various medical institutions.

Robot-assisted surgery with its advantages such as three-dimensional high-definition vision, dexterous robotic arms, and tremor filtration, is increasingly being applied to complex radical gastrectomy. However, the role of the surgical assistant remains crucial during the procedure. The assistant is responsible for tasks outside the console, including adjusting robotic arms, changing instruments, exposing the surgical field, and addressing unexpected situations. The technical proficiency of the assistant and their collaboration efficiency with the primary surgeon directly impact the smoothness of surgery and patients' outcomes. With the expansion of robot-assisted surgical indications, the establishment of a standardized training system and the optimization of team collaboration models have become urgent challenges to address. This article draws on the author's practical experience as an assistant in robot-assisted gastric cancer surgeries, conducting an in-depth analysis of the responsibilities and operational skills of surgical assistants in robot-assisted procedures. The aim is to develop a relatively comprehensive set of operational guidelines for surgical assistants in robot-assisted radical gastrectomy, providing valuable references for enhancing the overall efficiency of surgical teams and improving surgical outcomes.

Objective:To compare the short- and long-term outcomes of robotic versus laparoscopic gastrectomy in patients with locally advanced gastric cancer after neoadjuvant chemotherapy.Methods:Data from 321 patients with locally advanced gastric cancer undergoing neoadjuvant chemotherapy followed by robotic ( n=109) and laparoscopic ( n=212) radical gastrectomy at our center between May 2017 and Sep 2022 was collected. After 1∶1 propensity score matching, 106 patients from each group were included in the final analysis to compare short-term clinical outcomes and long-term prognostic indicators. Results:The robotic group had a significantly lower overall complication rate (13.2% vs. 28.3%, χ2=6.453, P=0.007) and surgery-related complication rate (8.5% vs. 17.9%, χ2=3.333, P=0.043) than the laparoscopic group. The robotic group also retrieved more total lymph nodes (35.3±4.9 vs. 31.4±6.3, t=4.863, P<0.001) and supra-pancreatic lymph nodes (13.1±3.4 vs. 10.1±2.1, t=5.258, P<0.001). Additionally, the robotic group had a shorter operative time [(218±47) min vs. (267±71) min, t=-6.001, P<0.001], less intraoperative blood loss [(47±12) ml vs. (71±17) ml, t=-5.424, P<0.001], and faster postoperative recovery. The 3-year recurrence-free survival rate was significantly higher in the robotic group compared to the laparoscopic group (75.5% vs. 62.3%, P=0.017). Conclusion:Compared with laparoscopic gastrectomy, robotic gastrectomy allows for a more lymph nodes harvest, significantly reduces intraoperative blood loss and complication rates and significantly improves recurrence-free survival.

Objective To analyze the detection efficiency of p16INK4a protein combined with human papillomavirus and liquid-based cytology(LCT)in the screening of cervical precancerous lesions,and to provide a basis for cervical cancer preven-tion and treatment.Methods The results of p16INK4a staining of cervical epithelial cells,human papillomavirus testing and cer-vical cytology were analyzed in 139 inpatients at Guangzhou Women's and Children's Medical Center between January 2019 and December 2020.Of them,there were 111 patients with cervical intraepithelial neoplasia(CIN)and 28 cases of cervical inflam-matory disease.The efficacy of the three methods alone and in combination to screen for CIN lesions was compared.Results In the detection of CIN patients,the sensitivity of p16INK4a,microfluidic microarray and cervical cytology for detecting CIN and a-bove lesions was 91.89% ,94.59% and82.88% ,with specificity of 57.14% ,17.86% and46.43% ,and AUC of 0.75,0.56 and 0.65,respectively;while the sensitivity of"p16INK4a+LCT","p16INK4a+hrHPV","LCT+hrHPV"and their sen-sitivity were 96.40% ,97.30% ,94.59% and 99.10% ,their specificity was 85.71% ,92.86% ,89.29% and 92.86% ,and the AUC was 0.91,0.95,0.92 and 0.96,respectively.Conclusion The combined p16INK4a and hrHPV test helps to improve diagnostic accuracy and early detection,thus allowing for earlier intervention or treatment.This combined application allows for more accurate identification of low-grade and high-grade cervical intraepithelial neoplasia,providing more information for indi-vidualized patient management.

Pharmacological perturbation studies based on protein-level signatures are fundamental for drug dis-covery.In the present study,we used a mass spectrometry(MS)-based proteomic platform to profile the whole proteome of the breast cancer MCF7 cell line under stress induced by 78 bioactive compounds.The integrated analysis of perturbed signal abundance revealed the connectivity between phenotypic behaviors and molecular features in cancer cells.Our data showed functional relevance in exploring the novel pharmacological activity of phenolic xanthohumol,as well as the noncanonical targets of clinically approved tamoxifen,lovastatin,and their derivatives.Furthermore,the rational design of synergistic inhibition using a combination of histone methyltransferase and topoisomerase was identified based on their complementary drug fingerprints.This study provides rich resources for the proteomic landscape of drug responses for precision therapeutic medicine.

Objective:To explore the role of interleukin-18 (IL-18) in the pathogenesis of dermatomyositis (DM) associated with positive anti-melanoma differentiation-associated gene 5 antibodies(MDA5-DM).Methods:Twenty-eight cases of MDA5-DM in the department of rheumatology and immunology, the first hospital of Nanjing medical university and the first affiliated hospital od Wannan medical colledge from August 2018 to December 2011 were included in this study, comprising 15 cases with combined rapidly progressive interstitial pneumonia (RPILD) and 13 cases without RPILD (nonRPILD). Additionally, 28 cases of antisynthetase syndrome (ASS) and 28 healthy volunteers (HC) were included for comparison. Clinical, laboratory, and imaging data were collected for both the DM and ASS groups. Serum IL-18 levels were measured using ELISA. Independent t test, Mann-whitney U test, χ2 test and Fisher′s exact probability method were used for analysis. Results:Significant differences were observed in LDH, hydroxybutyrate dehydrogenase (HBDH), ESR, CRP, serum ferritin (SFE), and IL-18 levels between the MDA5-DM group, the ASS group and the HC group ( F=46.65, 43.19, 31.28, 23.94, 30.94, 49.44, all P<0.001). Additionally, lymphocyte counts and hemoglobin levels differed significantly among the three groups( F=35.26, P<0.001; F=18.59, P<0.001). MDA5-DM patients exhibited higher incidences of Gottron′s sign, helitrope rash, periungual erythema, skin ulcers, and RPILD compared to ASS patients ( χ2=20.96, P<0.001; χ2=5.85, P=0.016; χ2=13.69, P<0.001; χ2=9.16, P=0.002; χ2=4.79, P=0.029). However, the incidence of mechanic′s hand was lower in MDA5-DM patients ( χ2=3.90, P=0.048). The level of IL-18 significantly decreased in MDA5-DM after treatment[(104.28(71.96,151.10)pg/ml vs. 78.30(56.20, 94.80)pg/ml, =2.27, P=0.023)]. Similar reductions were observed in the ASS group[(72.30(61.39, 95.94)pg/ml vs. 45.30(29.00,84.10)pg/ml, Z=2.691, P=0.007]. The IL-18 level changes in the MDA5-DM combined with RPILD group were not statistically significant [99.49 (77.65, 130.87)pg/ml vs. 89.40(54.80, 120.20)pg/ml, Z=0.65, P=0.515]. In the MDA5-DM survival group, IL-18 levels decreased significantly after treatment [59.45(53.58, 81.63)pg/ml vs. 106.37(83.62, 152.07)pg/ml, Z=2.80, P=0.005], while the changes in the IL-18 levels of patients in the MDA5-DM death group were not statistically significant [99.49(56.70, 140.15)pg/ml vs. 94.80(71.40, 155.45)pg/ml, Z=1.75, P=0.080]. Conclusion:MDA5-DM patients are different from the ASS patients in clinical manifestations and indicators involved in laboratory tests. The expression level of IL-18 tends to increase during the active phase of MDA5-DM and ASS, and decrease with remission of the disease. MDA5-DM may play an important role in the pathogenesis, and persistent high level of IL-18 is responsible for RPILD and death of MDA5-DM. Sustained high level of IL-18 can be used as a potential biomarker for the estimating development of MDA5-DM into RPILD.

Objective To investigate the status quo and the needs of medical imaging technicians(MITs)in the radiology department of secondary and tertiary hospitals in China,so as to provide references and support for the development of the medical imaging technology industry and the relevant policymaking by health administrative departments.Methods The questionnaire was developed by the Chinese Society of Imaging Technology.The radiology department of each hospital involved in the survey recommended one MIT to fill out the online questionnaire.The contents included:(a)the basic information of the hospital;(b)a general overview of the MITs in the hospital;(c)daily work;(d)career development and promotion;(e)research status and needs,etc.Differences in the number of MIT staff were compared using the Mann-Whitney U test and the chi-square test was used to compare the differences in the selected numbers of MITs in need between regions or between different levels of hospitals.Results In this investigation,valid questionnaires were finally obtained from a total of 5 403 hospitals in 31 provinces in China.The total number of MITs of the hospitals covered in the sample was 67 481.The number of MITs in each hospital was 9(5,16).The male-to-female ratio was 1.41:1.MITs who were 20 to 40 years old accounted for 78%.The proportions of MITs who had completed doctorate,master's,undergraduate,junior college,and technical secondary school or lower level education were 0.6%,3.3%,60.7%,30.8%,and 4.55%,respectively.The proportions of chief MITs,deputy chief MITs,supervisor MITs,primary MITs,assistant technician and those below were 1.0%,4.21%,22.1%,51.8%,and 20.9%,respectively.The overall professional satisfaction of MITs was good."Lack of opportunities for learning and communication"was quoted as the main problem MITs encountered in regard to improving their job-related competency.59.2% of the respondents had not published any academic papers in the past five years,and only 7.0% of the respondents had published in journals included in the Science Citation Index(SCI)in the past five years.Conclusion MITs in China are on average relatively young and the number of MITs has greatly increased.At this stage,more attention should be given to the cultivation of talents and continuing education of MITs and the construction of the discipline should be further strengthened,so as to provide strong support for the development of the medical imaging technology industry in China.