1.Clinical features and early warning indicators of patients with acute-on-chronic liver failure and bacterial infection
Zhanhu BI ; Linxu WANG ; Haifeng HU ; Hong DU ; Yidi DING ; Xiaofei YANG ; Jiayi ZHAN ; Fei HU ; Denghui YU ; Hongkai XU ; Jianqi LIAN
Journal of Clinical Hepatology 2024;40(4):760-766
ObjectiveTo investigate the clinical features of patients with acute-on-chronic liver failure (ACLF) and bacterial infection and early warning indicators associated with multidrug-resistant infections. MethodsA retrospective analysis was performed for 130 patients with ACLF and bacterial infection who attended The Second Affiliated Hospital of Air Force Medical University from January 1, 2010 to December 31, 2021, and according to the drug susceptibility results, the patients were divided into multidrug-resistant (MDR) bacterial infection group with 80 patients and non-MDR bacterial infection group with 50 patients. General information and laboratory examination results were compared between the two groups to screen for the early warning indicators associated with MDR bacterial infection. The Student’s t-test was used for comparison of normally distributed continuous data with homogeneity of variance between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data or continuous data with heterogeneity of variance between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The binary logistic regression analysis and the receiver operating characteristic (ROC) curve were used to assess the predictive value of early warning indicators. ResultsAmong the 130 patients with ACLF and bacterial infection, sputum (27.7%) was the most common specimen for detection, followed by blood (24.6%), urine (18.5%), and ascites (17.7%). Bacterial infections were dominated by Gram-negative bacteria (58.5%). Of all bacteria, Escherichia coli (18.5%), Klebsiella pneumoniae (14.6%), and Enterococcus faecium (13.8%) were the most common pathogens. Gram-positive bacteria had a high resistance rate to the antibacterial drugs such as erythromycin (72.2%), penicillin (57.4%), ampicillin (55.6%), and ciprofloxacin (53.7%), while Gram-negative bacteria had a high resistance rate to the antibacterial drugs such as ampicillin (73.3%), cefazolin (50.0%), and cefepime (47.4%). The patients with ACLF and bacterial infection had a relatively high rate of MDR bacterial infection (61.5%). Comparison of clinical data between the two groups showed that compared with the patients with non-MDR bacterial infection, the patients with MDR bacterial infection had significantly higher levels of alanine aminotransferase (Z=2.089, P=0.037), aspartate aminotransferase (Z=2.063, P=0.039), white blood cell count (Z=2.207, P=0.027), and monocyte count (Z=4.413, P<0.001). The binary logistic regression analysis showed that monocyte count was an independent risk factor for MDR bacterial infection (odds ratio=7.120, 95% confidence interval [CI]: 2.478 — 20.456,P<0.001) and had an area under the ROC curve of 0.686 (95%CI: 0.597 — 0.776) in predicting ACLF with MDR bacterial infection(P<0.001), with the optimal cut-off value of 0.50×109/L, a sensitivity of 0.725, and a specificity of 0.400. ConclusionACLF combined with bacterial infections is mainly caused by Gram-negative bacteria, with the common pathogens of Escherichia coli and Klebsiella pneumoniae and a relatively high MDR rate in clinical practice. An increase in monocyte count can be used as an early warning indicator to distinguish MDR bacterial infection from non-MDR bacterial infection.
2.Safety and efficacy of radiotherapy and PD-1/PD-L1 inhibitor + TKI for MSS/pMMR colorectal cancer with liver metastases
Yuxuan DING ; Lining GUO ; Jiayi SHEN ; Lijun WANG
The Journal of Practical Medicine 2024;40(9):1293-1297
Objective To observe the efficacy and safety of radiotherapy combined with programmed death receptor-1(PD-1)inhibitors and tyrosine kinase inhibitors(TKIs)for the treatment of microsatellite-stabilized(MSS)-type or mismatch-matched repair-normal(pMMR)-type colorectal cancer with liver metastases(CCLM).Methods Case data of 25 patients with MSS-type CCLM admitted to Jiangsu Provincial Cancer Hospital from April 2021 to August 2023 were retrospectively analyzed.They were divided into observation group(n = 12)and control group(n = 13).The observation group was given radiotherapy combined with PD-1 inhibitor and TKI treatment,and the control group was given TKI monotherapy.The baseline data,treatment effect,progression-free survival,and treatment-related adverse reactions of patients in the two groups were compared.Results The difference in baseline data between the two groups was not statistically significant(P>0.05),the disease control rate(DCR)of the observation group was higher than that of the control group(P<0.05),the progression-free survival(PFS)of the patients in the observation group was longer than that of the control group,but the difference was not statistically sig-nificant(P>0.05),and the difference in the incidence of treatment-related adverse events(TRAE)between the two groups was not statistically significant(P>0.05).Conclusion The treatment regimen of radiotherapy com-bined with PD-1 inhibitors and TKI drugs improved clinical efficacy and did not increase the incidence of adverse events when compared with TKI alone,which is a treatment regimen worthy of further validation.
3.ChatGPT for shaping the future of dentistry: the potential of multi-modal large language model.
Hanyao HUANG ; Ou ZHENG ; Dongdong WANG ; Jiayi YIN ; Zijin WANG ; Shengxuan DING ; Heng YIN ; Chuan XU ; Renjie YANG ; Qian ZHENG ; Bing SHI
International Journal of Oral Science 2023;15(1):29-29
The ChatGPT, a lite and conversational variant of Generative Pretrained Transformer 4 (GPT-4) developed by OpenAI, is one of the milestone Large Language Models (LLMs) with billions of parameters. LLMs have stirred up much interest among researchers and practitioners in their impressive skills in natural language processing tasks, which profoundly impact various fields. This paper mainly discusses the future applications of LLMs in dentistry. We introduce two primary LLM deployment methods in dentistry, including automated dental diagnosis and cross-modal dental diagnosis, and examine their potential applications. Especially, equipped with a cross-modal encoder, a single LLM can manage multi-source data and conduct advanced natural language reasoning to perform complex clinical operations. We also present cases to demonstrate the potential of a fully automatic Multi-Modal LLM AI system for dentistry clinical application. While LLMs offer significant potential benefits, the challenges, such as data privacy, data quality, and model bias, need further study. Overall, LLMs have the potential to revolutionize dental diagnosis and treatment, which indicates a promising avenue for clinical application and research in dentistry.
Dentistry
;
Artificial Intelligence
4.Functional biomaterials for comprehensive periodontitis therapy.
Jiayi LUAN ; Ruotao LI ; Weiguo XU ; Huiying SUN ; Qiqi LI ; Di WANG ; Shujun DONG ; Jianxun DING
Acta Pharmaceutica Sinica B 2023;13(6):2310-2333
Periodontitis is an inflammatory disease caused by bacterial infection directly, and the dysregulation of host immune-inflammatory response finally destroys periodontal tissues. Current treatment strategies for periodontitis mainly involve mechanical scaling/root planing (SRP), surgical procedures, and systemic or localized delivery of antimicrobial agents. However, SRP or surgical treatment alone has unsatisfactory long-term effects and is easy to relapse. In addition, the existing drugs for local periodontal therapy do not stay in the periodontal pocket long enough and have difficulties in maintaining a steady, effective concentration to obtain a therapeutic effect, and continuous administration always causes drug resistance. Many recent studies have shown that adding bio-functional materials and drug delivery systems upregulates the therapeutic effectiveness of periodontitis. This review focuses on the role of biomaterials in periodontitis treatment and presents an overview of antibacterial therapy, host modulatory therapy, periodontal regeneration, and multifunctional regulation of periodontitis therapy. Biomaterials provide advanced approaches for periodontal therapy, and it is foreseeable that further understanding and applications of biomaterials will promote the development of periodontal therapy.
5.Best evidence summary on prevention and management of parastomal hernia
Longmei SI ; Jiayi GENG ; Meng ZHANG ; Ya YUAN ; Weiyi ZHANG ; Xu HAN ; Yanbo HUANG ; Yanming DING
Chinese Journal of Modern Nursing 2021;27(21):2853-2858
Objective:To retrieve, evaluate and summarize relevant evidence of parastomal hernia prevention and management, so as to provide a reference for clinical nursing.Methods:We used computer systems to search and screen the related guidelines, evidence summary, recommended practices, expert consensus and systematic reviews on the prevention and management of parastomal hernia in the official websites of ostomy-related associations, guide networks, and databases. The research time limit was from the establishment of the database to July 2, 2020. Two systematically trained researchers evaluated the quality of the articles, and extracted data and evidence from the articles that met the quality standards.Results:A total of 9 articles were included, involving 6 guidelines, 1 recommended practice and 2 systematic reviews. A total of 15 best pieces of evidence were summarized, including 5 aspects, namely diagnostic standards, classification, risk factors, prevention and management.Conclusions:If medical personnel can accurately identify the risk factors of parastomal hernia, and carry out early prevention and management, it can reduce the incidence of parastomal hernia and/or alleviate the discomfort caused by parastomal hernia, thereby improving the patient's quality of life. It is suggested that clinical nursing staff can transform in a targeted manner according to specific clinical situations to improve the quality of clinical nursing.
6.Effect of internet-based nursing model on quality of life and psychological resilience in patients undergoing in vitro fertilization-embryo transfer
Li XU ; Li WANG ; Bei CHU ; Linyu JI ; Ya SHEN ; Jiayi DING
Chinese Journal of Practical Nursing 2020;36(13):967-972
Objective:To investigate the effect of internet nursing model on female patients who are undergoing in vitro fertilization-embryo transfer, improve the quality of nursing service in reproductive center.Methods:A total of 201 female patients undergoing in vitro fertilization-embryo transfer from April 2018 to December 2018 were divided into the intervention group(102 cases) and the control group(99 cases) by random digits table method. The patients in intervention group were treated with nursing care based on the internet platform, and the control group was given routine care. The duration of intervention was from the patients determined treatment plan to the time pregnancy test 14 days after embryo transfer. The Self-rating Anxiety Scale(SAS) and Self-rating Depression Scale(SDS), Fertility Quality of Life(FertiQoL), and Connor-Davidson Resilience Scale(CD-RISC) were used to evaluate the differences in anxiety and depression, quality of life, and psychological resilience before and after intervention. The outcome of in vitro fertilization-embryo transfer was observed in two groups.Results:After intervention, the score of SAS, SDS were 26.03±6.43, 28.79±5.26 in the intervention group, and 40.76±6.81, 36.13±6.27 in the control group, the difference were significant( t values were -15.77, -9.00, all P<0.01). After intervention,the dimensional scores of mental and physical, social relationship, tolerance to treatment in the FertiQoL were 68.21±18.34, 75.56±19.58, 69.14±18.91 in the intervention group, and 58.11±17.42, 67.24±19.27, 58.77±19.86 in the control group, the difference were significant( t values were 4.00, 3.04, 3.79, all P<0.01). After intervention,the dimensional scores of tough, optimistic in CD-RISC were 37.03±10.51, 14.02±3.25 in the intervention group, and 26.73±9.81, 10.13±3.41 in the control group, the difference were significant( t values were 7.17, 8.28, all P<0.01). The average number of high-quality embryos and clinical pregnancy rate were 1.79(0.59, 4.51), 49.02%(50/102) in the intervention group, and 1.22(0.36, 2.86) , 33.33% (33/99) in the control group, the difference were significant ( t value was 2.47, χ2 value was 5.10, all P<0.05). Conclusions:The new nursing model based on internet has positive significance for the treatment of female patients undergoing in vitro fertilization-embryo transfer, which can improve patients' anxiety and depression, improve their quality of life and enhance their psychological resilience.
7.On the current situation of the knowledge-attitude-practice of clinical scientific research ability of pediatric residents in standardized residency training
Lijun TIE ; Ding DING ; Yonghua YANG ; Guoli LIAN ; Furong CAO ; Jiayi WANG ; Yanping HUANG ; Xiaohong LIU
Chinese Journal of Medical Education Research 2020;19(9):1074-1078
Objective:To understand the clinical research knowledge, attitude and practice of pediatrics residents in standardized residency training, and to provide scientific basis for improving their capability of clinical medical scientific research.Methods:A self-complied questionnaire survey including demographic information, knowledge and attitudes toward capability of medical scientific research as well as personal interview was conducted in 22 pediatric residents during the standardized residency training from April to July, 2017. Data were analyzed by (mean±standard deviation) and percentage for description, and qualitative data were analyzed by classification and induction. SPSS 18.0 was used to analyze the data.Results:Firstly, the total score of basic knowledge in clinical scientific research was (54.14±23.06), with the scores between 31 and 60 being the most. Secondly, all these residents believed that capability of clinical medical scientific research was very important for them and clinical research training was necessary for them during the standardized residency training. Thirdly, the residents had the scientific research practices but no article published during the standardized residency training. Fourthly, the residents hoped to improve their capability of clinical scientific research by various means during the training.Conclusion:It is indicated that basic knowledge on capability of clinical medical research is still insufficient in standardized residency training of pediatrics residents, so relevant measures should be taken to cultivate their capability of clinical scientific research.
8.Impact of Prior Cancer History on the Clinical Outcomes in AdvancedBreast Cancer: A Propensity Score–Adjusted, Population-Based Study
Caijin LIN ; Jiayi WU ; Shuning DING ; Chihwan GOH ; Lisa ANDRIANI ; Kunwei SHEN ; Li ZHU
Cancer Research and Treatment 2020;52(2):552-562
Purpose:
Despite the rapid growing of cancer survivors, prior cancer history is a commonly adoptedexclusion criterion. Whether prior cancer will impact the survival of patients with advancedbreast cancer (ABC) remains uncertain.
Materials and Methods:
Patients with ABC diagnosed between 2004 and 2010 were identified using Surveillance,Epidemiology, and End Results (SEER) database. Timing, stage, and type were used to characterizeprior cancer. Multivariable analyses using propensity score–adjusted Cox regressionand competing risk regression were conducted to evaluate the prognostic effect of priorcancer on overall survival (OS) and breast cancer-specific survival (BCSS).
Results:
A total of 14,176 ABC patients were identified, of whom 10.5% carried a prior cancer history.The most common type of prior cancer was female genital cancer (32.4%); more than half(51.7%) were diagnosed at localized stage; most were diagnosed more than 5 years (42.9%)or less than 1 year (28.3%) prior to the index cancer. In multivariate analyses, patients withprior cancer presented a slightly worse OS (hazard ratio, 1.18; 95% confidence interval [CI],1.07 to 1.30; p=0.001) but a better BCSS (subdistribution hazard ratio, 0.64; 95% CI, 0.56to 0.74; p < 0.001). In subset analyses, no survival detriment was observed in patients withprior malignancy from head and neck or endocrine system, at in situ or localized stage, ordiagnosed more than 4 years.
Conclusion
Prior cancer provides an inferior OS but a superior BCSS for patients with ABC. It does notaffect the survival adversely in some subgroups and these patients should not be excludedfrom clinical trials.
9.Comparison of the Distribution Pattern of 21-Gene Recurrence Score between Mucinous Breast Cancer and Infiltrating Ductal Carcinoma in Chinese Population: A Retrospective Single-Center Study
Jiayi WU ; Shuning DING ; Lin LIN ; Xiaochun FEI ; Caijin LIN ; Lisa ANDRIANI ; Chihwan GOH ; Jiahui HUANG ; Jin HONG ; Weiqi GAO ; Siji ZHU ; Hui WANG ; Ou HUANG ; Xiaosong CHEN ; Jianrong HE ; Yafen LI ; Kunwei SHEN ; Weiguo CHEN ; Li ZHU
Cancer Research and Treatment 2020;52(3):671-679
Purpose:
This retrospective study aimed to evaluate the distribution pattern and prognostic value of 21-gene recurrence score (RS) in Chinese patients with mucinous breast cancer (MC) and compared with infiltrating ductal carcinoma (IDC).
Materials and Methods:
Patients diagnosed with MC or IDC from January 2010 to January 2017 were retrospectively recruited. Reverse transcriptase–polymerase chain reaction assay of 21 genes was conducted to calculate the RS. Univariate and multivariate analyses were performed to assess the association between RS and clinicopathological factors. Survival outcomes including disease-free survival (DFS) and overall survival (OS) were estimated by Kaplan-Meier method and compared by log-rank test.
Results:
The MC cohort included 128 patients and the IDC cohort included 707 patients. The proportions of patients with a low (RS < 18), intermediate (18-30), or high risk (RS > 30) were 32.0%, 48.4%, and 19.5% in MC cohort, and 26.9%, 46.8% and 26.3% in IDC cohort. The distribution of RS varied significantly according to different Ki-67 index and molecular subtype in both cohorts. Moreover, the receipt of chemotherapy was associated with RS in both cohorts. Among patients with MC, tumor stage was related to the DFS (p=0.040). No significant differences in DFS and OS were found among MC patients in different RS risk groups (OS, p=0.695; DFS, p=0.926).
Conclusion
RS was significantly related to Ki-67 index and molecular subtypes in MC patients, which is similar in IDC patients. However, RS was not able to predict DFS and OS in patients with MC.
10. The predicting value of the 8th edition of American Joint Committee on Cancer staging manual in mucinous breast cancer
Shuning DING ; Jiayi WU ; Weiguo CHEN ; Yafen LI ; Kunwei SHEN ; Li ZHU
Chinese Journal of Oncology 2019;41(11):854-858
Objective:
The current study aimed to evaluate the predictive performances of anatomic staging system (AS) and prognostic staging system (PS) proposed in the 8th edition American Joint Committee on Cancer (AJCC) staging manual in patients with pure mucinous breast cancer (PMBC).
Methods:
Clinicopathologic features and follow-up information were collected from a total of 3628 patients with PMBC. Breast cancer-specific survival (BCSS) were compared among patients in different stage groups. Likelihood ratio (LR)

Result Analysis
Print
Save
E-mail