Objective To analyze the relation between the marital status of patients with colorectal cancer and neoadjuvant therapy (NAT) regimen decision-making and outcomes in the current version of the Database from Colorectal Cancer (DACCA). Methods The version of DACCA selected for this analysis was updated on June 29, 2022. The patients were enrolled according to the established screening criteria and then assigned to 5 groups: the unmarried, married, divorced, remarried and widowed groups. The differences in the NAT regimen decision-making and changes of symptom, imaging, and cancer markers in these 5 groups were analyzed. Results A total of 3 053 data that met the screened criteria were enrolled. The results of statistical analysis reflected that the difference in the constituent ratio of patients chosen NAT strategies among 5 groups was obviously statistically significant (χ2=27.944, P=0.004), showing that remarried patients were inclined to adopt combined target drug. No statistical differences were found in changes of symptom (H=5.717, P=0.221), image (H=8.551, P=0.073), and cancer markers (H=11.351, P=0.183) of the 5 groups after NAT. Conclusion Through analysis of DACCA data, it is found that in the selection of NAT strategy for colorectal cancer, more married and remarried patients tended to choose chemotherapy combined target drug regimen.
ObjectiveTo analyze the follow-up data of colorectal cancer in the Database from Colorectal Cancer (DACCA).MethodsThe information in the Dacca database was screened, and the one whose operative date and follow-up date were not blank in the total data was selected. The follow-up data were analyzed, including length of follow-up, survival outcomes, coping styles (doctors’ attitude and reaction for follow-up), follow-up path (whether to choose out-patient, Wechat, QQ tools, phone call, text message, mobile application, face-to-face), the number of follow-up (the number of out-patient follow-up, the number of telephone follow-up, and the number of follow-up within 5 years).ResultsA total of 6 437 data items were analyzed for colorectal cancer adjuvant follow-up. ① The follow-up period of five years (2004–2015) was 56.6% (3 642/6 437), and the follow-up time was 0–201, 67 (26, 97) months. ② The highest data composition ratio of survival outcomes was “Survival” (79.7%, 4 611/5 787), and in the data with five-year follow-up period (2004–2015), the highest data composition ratio of survival outcomes was “Survival” (75.0%, 2 550/3 401), and the survival rate of the five-year follow-up period in 2008 was the highest (91.4%, 235/257). ③ The highest data composition ratio of the coping styles was the doctors’ active follow-up (76.8%, 2 121/2 762). ④ The highest data composition ratio of the follow-up path was out-patient service (90.6%, 4 236/4 676). ⑤ The highest data composition ratio of the number of out-patient follow-up was conducted by the original surgical team (100%, 4 380/4 380), the specific number was 0–130、5 (2, 10) times. The data composition ratio of telephone follow-up was 86.9% (3 808/4 380) and the specific number was 0–68、0 (0, 1) times. The highest frequency of follow-up was in the first year (89.9%, 3 044/3 386) and the specific number was 0–73、5 (3, 9) times.ConclusionBy expounding the characteristics of the colorectal cancer follow-up from colorectal cancer in DACCA, it provides some references for using big data to determine prognosis.
ObjectiveTo analyze the relationship between educational level and oncological characteristics of colorectal patients served by Sichuan University West China Hospital in the current version of the Database from Colorectal Cancer (DACCA). MethodsThe DACCA version selected for this data analysis was the updated version on June 29, 2022. The data items analyzed included: educational level, precancerous lesions, family history of cancer, tumor location, tumor orientation, tumor pathology, tumor morphology, tumor differentiation and preoperative TNM staging. According to Article 17 of the Education Law of the People’s Republic of China, the educational level of the research subjects was divided into four categories: illiteracy group, the primary educated group (elementary school), the secondary educated group (middle school, high school, vocational school and technical school), and the higher educated group (university, higher vocational school, junior college and above). ResultsThe DACCA database was filtered by conditions to obtain 5 512 valid data. The data analysis results showed that there were statistically significant differences in the composition ratios of precancerous lesions (χ2=27.398, P<0.001), tumor site (χ2=42.610, P<0.001) and tumor orientation (χ2=18.967, P=0.025) among the different education groups, and there were not statistically significant differences in the composition ratios of family history of cancer in oneself (χ2=9.345, P=0.133) or in the family (χ2=4.310, P=0.635), tumor pathological properties (χ2=27.027, P=0.202), tumor morphology (χ2=16.283, P=0.061), tumor differentiation degree (H=3.672, P=0.299) and the TNM staging of tumors before operation (H=0.156, P=0.984) among the different education groups. ConclusionsData analysis in DACCA reveal multiple associations between educational level and oncological characteristics of colorectal cancer patients. The education level of patients has a certain reference value in the investigation of various precancerous lesions. With the increase of education level, the proportion of tumors located in the rectum gradually decreases, and the proportion located in the colon gradually increases, and education level may affect treatment and prognosis by influencing preoperative tumor characteristics.
Objective To analyze the research status of immunonutrition in China based on Chinese databases, and to provide a reference for clinical practice and future research. Methods Literatures about the application of immunonutrition in nutrition support were searched in China National Knowledge Infrastructure, SinoMed, Chongqing VIP and Wanfang databases using bibliometrics methods. The retrieval time was up to August 2022, and the document characteristics such as the number of publications, the institutions and the citation frequency and other features were analyzed. Results A total of 725 literatures were included, with the highest number of literatures issued in 2015 and 2020, both 62. The areas with the most published literatures were Jiangsu (10.6%) and Guangdong (8.4%). The institutions with the most published literatures were General Hospital of Eastern Theater Command (4.8%) and West China Hospital of Sichuan University (3.9%). There were 78 dissertations and 647 journal articles in total. The most published journal was Parenteral & Enteral Nutrition (6.5%). The top three citations were all reviews. The degree of cooperation was 2.7, and the co-authorship rate was 70.1%. A total of 121 articles reported the supporting funds and projects. The research types included 499 original studies (68.8%) and 226 secondary studies (31.2%). The analysis of the subjects showed that immunonutrition was mostly applied to gastrointestinal diseases, especially gastrointestinal cancer patients, accounting for 42.5%. Nutritional support was divided into enteral nutrition and parenteral nutrition. Enteral nutrition was adopted in most literatures, accounting for 88.4%. Conclusions The research content of immunonutrition in Chinese database in China is relatively simple. Most of them focus on the comparison between immunonutrition and general nutrition support. The selection of immune nutrients and the application of immunonutrition in critically ill patients such as sepsis need further research.
ObjectiveTo analyze the association between the cultural level and hospitalization management process and length of hospitalization of the colorectal patients served by West China Hospital of Sichuan University as a regional center in the current version of the Database from Colorectal Cancer (DACCA). MethodAccording to the established screening criteria, eligible colorectal cancer patients were collected from the updated version of DACCA on June 29, 2022. The analyzed data items included gender, age, BMI, blood type, marriage, waiting time before admission, preoperative hospitalization time, postoperative hospitalization time, total hospitalization time, and management process, and patients were divided into illiterate group, primary education group, medium education group, and higher education group according to their educational level, then compared the hospitalization management process and length of hospitalization of each group. ResultsA total of 4 765 eligible data were screened, with secondary education being the most prevalent (2 792, 58.6%), followed by primary (1 337, 28.1%) and higher education (417, 8.7%), and illiteracy being the least prevalent (219, 4.6%). In the classification of management processes, “regular” account for the majority (4 219, 88.5%), followed by “enhanced”(274, 5.8%), “individual” was third (231, 4.8%), and “rapid” was the least (41, 0.9%). There was no statistically significant difference in the comparison of waiting time before admission, preoperative hospitalisation time and postoperative hospitalisation time among patients with different literacy levels (P=0.371, P=0.095, P=0.352), but there was a statistically significant difference in total hospitalisation time (P=0.021), with a significant difference in total hospitalisation length between illiterate patients and patients with medium education (P=0.041). There was no statistically significant difference in the comparison of inpatient management processes of patients in different literacy groups (χ2=15.2, P=0.085). ConclusionsAnalysis of the DACCA data revealed a statistically significant difference in total hospitalisation time between patients with illiteracy and those with medium education. However, the choice of hospitalisation management process was similar for patients with different literacy levels, which needs to be further analysed for the reasons.
ObjectiveTo analyze the relation between the marital status of patients with colorectal cancer and surgical treatment options decision-making and outcomes in the current version of the Database from Colorectal Cancer (DACCA). MethodsThe version of DACCA selected for this analysis was updated on August 31, 2022. The patients were enrolled according to the established screening criteria and then assigned to 3 groups: the unmarried, married, and divorced or widowed groups. The differences in the surgical modality decisions, surgical quality, and surgical complications among these 3 groups were analyzed. ResultsA total of 7 634 data that met the screened criteria were enrolled. It was found that the difference in the composition of the willingness to conserve anus among patients with different marital status was statistically significant (χ2=28.635, P<0.001), reflecting that the willingness to conserve anus was “strong” among unmarried and married patients, and the overall willingness to conserve anus was relatively more positive among unmarried patients, while the willingness to conserve anus was “rational” among widowed or divorced patients. No statistical differences were found in the surgical modality decisions (rectal surgery: χ2=0.493, P=0.782; colon surgery: χ2=0.213, P=0.899), including the presence of prophylactic stoma for the patient with radical resection (χ2=5.156, P=0.076）, surgical quality (H=3.452, P=0.178）, presence of surgical in-hospital complications (χ2=1.663, P=0.435), and the presence of short-term surgical complications (χ2=1.695, P=0.428). ConclusionsAnalysis of the data in DACCA reveals that there is difference in willingness to preserve anus among colorectal cancer patients with different marital status. Married and unmarried patients have stronger anal preservation intention, suggesting that clinical care and family support should be strengthened during clinical diagnosis and treatment.
Single cell RNA sequencing technique provides a strong technical support for the analysis of cell heterogeneity in biological tissues, and has been widely used in biomedical research. In recent years, considerable scRNA-seq data have been accumulated in the research of ocular fundus diseases. The ocular fundus is abundant for the network of vessel and neuron, which leads to the complicated pathogenesis of fundus diseases. Through single cell RNA sequencing technique, the expression of thousands of genes of certain cell types or even subtypes can be obtained in the disease environment. Single cell RNA sequencing technique accurately reveals the pathogenic cell types and pathogenic mechanisms of ocular fundus diseases such as neovascular retinopathy, which provides a theoretical basis for the birth of new diagnosis and treatment targets. The construction of multi-omics single-cell database of ocular fundus diseases will enable high-quality data to be further explored and provide an analysis platform for ophthalmic researchers.
ObjectiveTo explore the pathogenesis of tuberculosis and provide new ideas for its early diagnosis and treatment.MethodsGSE54992 gene expression profile was obtained from the gene expression database. Differentially expressed genes (DEGs) were screened using National Center forBiotechnology Information platform, and GO enrichment analysis, pathway analysis, pathway network analysis, gene network analysis, and co-expression analysis were performed to analyze the DEGs.ResultsCompared with the control group, a total of 3 492 genes were differentially expressed in tuberculosis. Among them, 1 686 genes were up-regulated and 1 806 genes were down-regulated. DEGs mainly involved small molecule metabolic processes, signal transduction, immune response, inflammatory response, and innate immune response. Pathway analysis revealed chemokine signaling pathway, tuberculosis, NF-Kappa B signaling pathway, cytokine-cytokine receptor interaction, and so on; gene signal network analysis found that the core genes were AKT3, PLCB1, MAPK8, and NFKB1; co-expression network analysis speculated that the core genes were PYCARD, TNFSF13, PHPT1, COMT, and GSTK1.ConclusionsAKT3, PYCARD, IRG1, CD36 and other genes and their related biological processes may be important participants in the occurrence and development of tuberculosis. Bioinformatics can help us to comprehensively study the mechanism of disease occurrence, which can provide potential targets for the diagnosis and treatment of tuberculosis.
ObjectiveTo analyze the relation between the age of patients with colorectal cancer and neoadjuvant therapy (NAT) regimen decision-making and outcomes in the current version of the Database from Colorectal Cancer (DACCA). MethodsThe version of DACCA selected for this analysis was updated on January 5, 2022. The patients were enrolled according to the established screening criteria and then assigned to 3 age groups: ≤45, 45–65, and ≥65 years old groups. The differences in the NAT regimen decision-making and changes of symptom, imaging, and cancer markers in these 3 age groups were analyzed. ResultsA total of 4 882 data that met the screened criteria were enrolled. The results of statistical analysis showed that the difference in the constituent ratio of patients chosen NAT strategies among 3 age groups was not statistically significant (χ2=8.885, P=0.180). There was a statistical difference in the constituent ratio of patients chosen combined target drug among 3 age groups (χ2=8.530, P=0.014), it was found that the proportion of the patients with ≤45 years old adopting combined target drug regimen was higher. Although the changes of symptom (H=12.299, P=0.056), image (H=1.775, P=0.412), and cancer markers (H=11.351, P=0.183) had no statistical differences of the 3 age groups after NAT, it was found that the proportions of patients with ≥65 years old with progresses of symptom and imaging changes and elevated cancer markers after NAT were higher, and the proportions of patients with ≤45 years old with complete and partial remissions of symptom and imaging changes and with normal cancer markers after NAT were higher. ConclusionsThrough analysis of DACCA data, it is found that in the selection of NAT strategy for colorectal cancer, the lower age group, the higher proportion of patients adopting combined target drug regimen. Although it is not found that age is related to changes of symptoms, imaging, and cancer markers after NAT, it still shows a trend of better outcomes in younger patients.