Applying artificial intelligence for cancer immunotherapy

Artificial intelligence (AI) is a general term that refers to the use of a machine to imitate intelligent behavior for performing complex tasks with minimal human intervention, such as machine learning; this technology is revolutionizing and reshaping medicine. AI has considerable potential to perfect health-care systems in areas such as diagnostics, risk analysis, health information administration, lifestyle supervision, and virtual health assistance. In terms of immunotherapy, AI has been applied to the prediction of immunotherapy responses based on immune signatures, medical imaging and histological analysis. These features could also be highly useful in the management of cancer immunotherapy given their ever-increasing performance in improving diagnostic accuracy, optimizing treatment planning, predicting outcomes of care and reducing human resource costs. In this review, we present the details of AI and the current progression and state of the art in employing AI for cancer immunotherapy. Furthermore, we discuss the challenges, opportunities and corresponding strategies in applying the technology for widespread clinical deployment. Finally, we summarize the impact of AI on cancer immunotherapy and provide our perspectives about underlying applications of AI in the future.

Psychological status of the staff in a general hospital during the outbreak of coronavirus disease 2019 and its influential factors / 中南大学学报(医学版)

OBJECTIVES@#To understand the psychological status of the staff in a general hospital during the coronavirus disease 2019 and its influential factors, and to provide references for the mental health services to hospital staff.@*METHODS@#Using star platform of questionnaire, the staff in the general hospital were investigated via Depression, Anxiety, Stress Scale (DASS-21), Social Support Rating Scale (SSRS) and Simplified Coping Style Questionnaire (SCSQ). The influential factors were discussed by descriptive analysis, rank sum test, single factor analysis, correlation analysis and multiple factors binary logistic regression analysis.@*RESULTS@#A total of 2 060 valid questionnaires were collected. The negative emotions of nurses and cleaners were the most obvious. The depression scores, anxiety scores and stress scores for nurses and cleaners were 5.06±7.47, 6.36±7.84, 9.75±8.65, and 6.72±8.84, 4.51±6.56, 9.69±9.56, respectively. Multivariate binary logistic regression analysis showed that staff types, education levels, job status, economic situation and concerns on the supplies of protective goods were the main influential factors for depression; staff types, contacting status with infected patients, economic situation, concerns on the supplies of protective goods, history of disease were the main influential factors for anxiety; contacting status with infected patients, economic situation, concerns on the supplies of protective goods were the main influential factors for stress.@*CONCLUSIONS@#There are differences in psychological characteristics among different groups of staff in the general hospital under the outbreak. Thus psychological protection and intervention measures should be formulated according to different groups and work status.

Investigation of medical social work in Chinese hospitals / 中南大学学报(医学版)

To understand the development of medical social work in China, and provide reference and basis for promoting medical social work in the next stage.
 Methods: A random sampling method was used to survey and analyze the data from questionnaires distributed to hospitals at or above the second level in China.
 Results: Medical social work had been carried out in all parts of the country, but the development was not balanced with the establishment of specialized agencies accounting for about 7.9% of the total survey. Only 17.5% of the hospitals carried out medical social work as a routine work. The medical social work service mainly included volunteer operation and management, patient psychological counseling, and so on.
 Conclusion: The development of medical social work in hospitals in China is still in its infancy, and the regional development is not balanced. Lack of professionals, unclear responsibilities of medical social workers and low social identity of medical social work are the main factors restricting development.

Association of VEGFR2 gene polymorphisms with the effect of L-dopa and dyskinesia complications / 中南大学学报(医学版)

OBJECTIVE@#To explore the association of VEGFR2 gene polymorphisms (rs2305948 and rs1870377) with the effect of levodopa (L-dopa) and dyskinesia in Chinese population and to provide theoretical basis for clinical treatment.
@*METHODS@#By using Taqman MGB analysis and gene sequencing, the rs2305948 and rs1870377 polymorphisms of 69 enrolled Parkinson's disease (PD) patients were detected. Among them, 32 cases developed dyskinesia during 5 years and 37 cases did not develop dyskinesia during 8 years (as the control).
@*RESULTS@#There was no significant association between the occurrence of dyskinesia and VEGFR2 polymorphisms at rs2305948 and rs1870377. However, rs1870377 polymorphism of AA showed greater maximum L-dopa dose [(565.00±163.55) mg/d vs (396.88±200.39) mg/d, (300.00±80.18) mg/d, P=0.038] and higher value of Modified Abnormal Involuntary Movement Scale (mAIMS) compared with that with polymorphisms of AT and TT [17.00±5.24 vs 8.94±6.53, 7.86±4.45, P=0.026]. 
@*CONCLUSION@#VEGFR2 genes polymorphism (rs1870377) is associated with maximum L-dopa dose and mAIMS value in PD patients.

Effect of depsides salts from Salvia miltiorrhiza on human hepatoma cell line SMMC-7721 subcutaneous xenografts in nude mice / 中南大学学报(医学版)

OBJECTIVE@#To exlpore the eff ect of depsides salts from Salvia miltiorrhiza on human hepatoma cell line SMMC-7721 xenograft tumors and the possible mechanisms.@*METHODS@#A total of 36 nude mice were divided into 6 groups: A model group, a negative control group, a positive control group, and 3 treatment groups at low, middle or high dose (n=6). The tumor model of nude mice was given depsides salts at a dose of 10, 20 or 50 mg/kg every 3 day for 16 days. Then samples of subcutaneous tumors in nude mice were collected. The morphological changes of tumor samples were observed by HE staining and the expression of vascular endothelial growth factor (VEGF) and the tumor antigen Ki67 was detected by immunohistochemical method.@*RESULTS@#The tumor growth was inhibited by all doses of depsides salts. The morphology of tumors was shrinkage, broken and irregularly arranged compared with the tumors in the model group and the negative control group. Morphological changes were more obvious in tumors with treatment at high dose. Expression of VEGF and Ki67 in treatment groups and the positive control group were lower than that in the model group and the negative control group, with a significant difference (P<0.05).@*CONCLUSION@#Depsides salts from Salvia miltiorrhiza can inhibit the growth of human hepatoma cell line SMMC-7721 tumor in nude mice, which is related to the inhibition of Ki67 and VEGF.

Effect of UGT2B7 genetic variants on serum valproic acid concentration / 中南大学学报(医学版)

Objective: To investigate the effect of UGT2B7 A268G and UGT2B7 G211T genetic polymorphism on serum drug concentration of valproic acid (VPA). Methods:Genetic polymorphisms of UGT2B7 A268G and UGT2B7 G211T were tested in 248 epileptic patients by polymerase chain reaction restriction fragment length polymorphism (PCR-RFLP). Data including basic information, epilepsy type, times and doses of drug, treatment response and liver and kidney functions were collected. Statistical analysis was performed by SPSS 13.0 through multivariate linear regression, one-way ANOVA,χ2 test, and paired T-test. Results:Based on multivariate linear regression, there was no significant difference between gender, age, or body mass index and VPA, but concentration-to-dose ratios (CDRs) were positively correlated with VPA. hTe genetic polymorphisms of UGT2B7 A268G and UGT2B7 G211T were consistent with Hardy-Weinberg equilibrium. UGT2B7-268A>G allele frequency distribution A was 30.05%, and G was 69.95%. Variance analysis showed that serum drug concentration was significantly different in the genotype of AA, AG, or GG (F=5.477, P=0.005). Further analysis of paired T test showed that AA type was significantly different from GG type (P=0.048), and that serum concentration of AA type was much higher than that of GG type, while no signiifcant difference between AA type and AG type, GG type and AG type. UGT2B7 G211T allele frequency distribution G was 77.24%, and T was 22.58%. hTere was no signiifcant difference in standardized serum concentration among genotypes of GG, GT, and TT. Conclusion:hTis study reveals UGT2B7 A268G genetic polymorphism distribution in Chinese epilepsy population. UGT2B7 A268G plays an important role in VPA’s metabolism, and has certain effect on VPA’s serum concentration. Epilepsy patient with this genotype should be adjusted the dose of VPA to make a therapeutic effect.

Impact of retinol binding protein 4 polymorphism on rosiglitazone response in Chinese Type 2 diabetic patients / 中南大学学报(医学版)

Objective To explore the association between rs3758539G-803A and rs10882283 T-179G polymorphism of retinol binding protein 4 (RBP4) and rosiglitazone response in Chinese type 2 diabetes mellitus (T2DM) patients.Methods A total of 472 Chinese T2DM patients and 198 healthy subjects were enrolled to identify G-803A and T-179G genotypes using a polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP ).assay.Forty-two T2DM patients with different G-803A or T-179G genotypes were selected to undergo a 12-week rosiglitazone treatment (4 mg/d).Serum fasting plasma glucose (FPG),postprandial plasma glucose (PPG),fasting serum insulin (FINS),glycated hemoglobin (HbAlc),postprandial serum insulin ( PINS),triglyceride (TG),low-density lipoprotein-cholesterol ( LDL-c),and high-density lipoprotein-cholesterol (HDL-c) were determined before and after the rosiglitazone treatment.Results T2DM patients with RBP4 G-803A GG genotype showed lower TG and LDL-c concentrations compared with that in the GA +AA genotype subjects.T2DM patients with RBP4 T-179G TT genotype showed lower waist-to-hip ratio (WHR),FPG and FINS values compared with that in the TG + GG genotype individuals.Patients with GG genotype of RBP4 G-803A had an enhanced rosiglitazone efficacy on FPG and FINS compared with that in the GA + AA genotype group.Patients with RBP4 T179G TG + GG genotype showed an enhanced rosiglitazone efficacy on HbAlc level compared with that in the TT genotype group.Conclusion RBP4 G-803A and T-179G polymorphism might be associated with the development of T2DM and affect the therapeutic efficacy of rosignitazone in Chinese T2DM patients.

Effect of docetaxel on expression of eIF3a in human lung cancer A549 cell line / 中南大学学报(医学版)

Objective To explore the dose-dependent and time-dependent effect of docetaxel on the expression of mammalian eukaryotic initiation factor 3 subunit A (eIF3a) in lung cancer cell line. Methods The human lung cancer cell line A549 was treated with gradient concentrations of docetaxel for different time. Real-time PCR and Western blot were used to detect mRNA and protein expression levels of eIF3a and α-tubulin, respectively. Results Docetaxel did not affect α-tubulin expression at either mRNA level or protein level. When A549 cells were treated with high concentration of docetaxel (30 μg/L), the expression level of eIF3a mRNA tended to increase in a time-dependent manner. Protein expression level of α-tubulin was not associated with eIF3a expression significantly in cells treated by docetaxel.Conclusion Docetaxel could slightly increase the expression of eIF3a mRNA, and eIF3a does not regulate the expression of α-tubulin in A549 cells treated by docetaxel.

Reflection on reinforcing the construction of the public health system in the rural areas / 中华医院管理杂志

The paper reviews the evolution of the medical and health cause in the rural areas of China and argues that at present the system of public health services in the rural areas is confronted with a number of problems, including poor infrastructure, lack of highly qualified medical personnel, resurgence of a variety of extremely harmful contagious diseases, and lack of basic medical security for the farmers. It is therefore necessary to enhance understanding of the importance of reinforcing the construction of the public health system in the rural areas, expand financial input, set up a system of pooling resources for serious illnesses, and establish sanitation and antiepidemic networks and socialized health care networks in the rural areas.