To address the current issue of low performance in predicting the binding affinity between antigenic peptides and specific MHC class II molecules, which fails to meet clinical requirements, we proposed T5MHCII, a deep learning-based prediction model for the affinity of MHC II class molecules to peptides. The model employed the knowledge previously acquired from the protein language model ProtT5 to extract the amino acid sequences via a transfer learning approach, thereby generating high-quality characterizations. This knowledge was then integrated with the robust learning abilities of deep learning to develop a novel model with enhanced predictive capabilities. The results of the five-fold cross-validation demonstrated that the model exhibited superior performance compared to NetMHCIIpan-3.2, PUFFIN, DeepMHCII, and RPEMH, with an AUC of 0.893±0.003 and a PCC of 0.780±0.006. The leave-one-out cross-validation (LOOCV) further demonstrated that the model exhibited enhanced generalization capabilities. This study proposes a novel approach to enhance the precision of peptide-MHCII prediction in the context of limited data affinity through the application of deep learning techniques.

Objective:To construct an evaluation indicator system for the efficiency of nursing human resources in integrated medical and elderly care institutions using Data Envelopment Analysis (DEA) and subsequently evaluate its effectiveness.Methods:This cross-sectional survey utilized literature review and investigative methods to initially establish a library of evaluation indicators for nursing human resource efficiency. The Delphi method was employed in two rounds of consultations with 17 experts from various fields, including nursing management, elderly care institution management, integrated medical and elderly care institution management, health economics management, and public health. The reliability of the indicator system was assessed based on factors such as expert enthusiasm, authority, concentration of opinions, and coordination. Adjustments, modifications, and improvements were made to the indicators based on expert opinions to establish the final indicator system. From August to December 2022, the DEA model was applied to evaluate the efficiency of 12 integrated medical and elderly care institutions in Haikou city based on this indicator system.Results:The constructed evaluation indicator system comprised 68 items divided into three levels: 9 primary indicators, 19 secondary indicators, and 40 tertiary indicators. The positive coefficients of the two rounds of expert consultations were 100% and 94.1%, with authority coefficients of 0.88 and 0.92, Kendall harmony coefficients of 0.471 and 0.348, and mean coefficients of variation of 0.16 and 0.12 ( P<0.001). DEA evaluation results for the 12 integrated medical and elderly care institutions showed that 5 were DEA effective institutions with comprehensive efficiency (OE), technical efficiency (TE), and scale efficiency (SE) values all equal to 1.000, while 7 were non-DEA effective institutions, including 4 with SE <1.000 but TE=1.000 and 3 with both SE and TE<1.000. Conclusions:The constructed evaluation indicator system demonstrates high enthusiasm, authority coefficients, and coordination in expert consultations, indicating high acceptability and comprehensive content with distinct levels and strong specialty characteristics. The DEA model′s evaluation results objectively and effectively reflect the efficiency of nursing human resources in integrated medical and elderly care institutions, demonstrating practical utility.

Neuroinflammation mediated by microglia is essential for the occurrence and development of Alzheimer’s disease (AD). Through the analysis of the GEO database, it was found that IL-27 expression decreased in both the cerebral cortex and hippocampus of AD patients. In this study, the AD cell model of BV-2 cells injured by Aβ1-42, the inflammatory cell model of BV-2 cells damaged by LPS, and the inflammatory animal model were established and the effects of IL-27 after its administration in the above models in regulating microglial phenotype and neuroinflammation were evaluated. In the animal models, the number of Iba1+ microglia in the hippocampus was detected by immunohistochemistry, the expression of pro-inflammatory factors such as TNF-α, IL-1β and IL-6 was detected by qPCR, ELISA and Western blot, and the expression of M1/M2 phenotypic markers in microglia was detected by qPCR. To further explore the action mechanism of IL-27, Western blot was used to detect the expression levels of NF-κB, p-NF-κB, IκBα and p-IκBα in microglia after administration of IL-27 and Aβ1-42. The results showed that IL-27 alleviated the abnormal activation of microglia induced by lipopolysaccharide (LPS), decreased the expression of pro-inflammatory factors such as TNF- α, IL-1β and IL-6, transformed microglia induced by LPS or Aβ1-42 from neurotoxic M1 to neuroprotective M2, and improved the abnormal phosphorylation of NF-κB and IκBα induced by Aβ1-42. The research suggested that IL-27 can regulate the M1/M2 polarization of microglia induced by Aβ1-42 or LPS, and alleviate neuroinflammation.

To enhance the anti-tumor activity of tumor vaccine targeting PD-L1 based on the nitrated T-epitope(PD-L1-NitraTh),this research compared several adjuvants with different mechanisms to screen out the adjuvant most suitable for PD-L1-NitraTh.The results showed that Poly(I:C),CPG1018,swollen knotted polysaccharide SGP2 and GM-CSF could enhance the immunogenicity of PD-L1-NitraTh when used as adjuvants,with the Poly(I:C)group inducing the highest antibody titer.The results of qPCR for T cell differentiation-related cytokines showed that Poly(I:C)reduced the expression of GATA3 and FoxP3,indicating a strong effect on CD4+T cell differentiation.Besides,compared with other adjuvants,Poly(I:C)could assist PD-L1-NitraTh to increase the infiltration of T cells as well as CD11b+cells within tumor,suggesting that Poly(I:C)may be the suitable adjuvant for tumor vaccines based on the nitrated T epitopes.

PBK is a cancer/testis antigen that exhibits absent expression in various normal human tissues,but undergoes aberrant overexpression upon cellular transformation,thereby promoting the initiation,metastasis and even drug resistance of cancer.Consequently,it represents a novel target for tumor immunotherapy.In this study,PBK-Nitrath,a protein vaccine specifically designed to target PBK by fusing nitrated T epitope with the PBK protein was developed,using the IFN-γ ELISpot method to evaluate the activation level of PBK antigen-specific T cells in the spleen of immunized mice,and conducting in vitro cytotoxicity T cell killing efficacy test to evaluate the killing ability against H22 hepatic carcinoma cells;the anti-tumor activity was evaluated using a H22 hepatic carcinoma subcutaneous transplantation tumor model,and the differentiation of peripheral blood and spleen T lymphocytes and tumor immune infiltration were analyzed by flow cytometry.Results showed that PBK-Nitrath could efficiently induce the activation of antigen-specific T cells against PBK while enhancing cytotoxic T lymphocyte-mediated killing capacity,significantly impede hepatic carcinoma progression in mice and increase the ratio of CD8+CD107a+T cells within peripheral blood and spleen,and facilitate tumor lymphocyte infiltration.Our findings reveal the potential utility of PBK-Nitrath as an effective candidate for tumor vaccine.

ObjectiveThis study aimed to evaluate the clinical efficacy of Ruyi Zhenbaowan（RYZBW）in the treatment of initial and early knee osteoarthritis （KOA） through a prospective multicenter，randomized，double-blind，and placebo-parallel controlled trial. MethodFrom October 13^th， 2021 to December 25^th， 2021， 240 KOA subjects meeting the acceptance criteria were enrolled in 15 sub-centers including Wangjing Hospital， Chinese Academy of Chinese Medical Sciences， and they were randomly divided into observation group and control group， with 120 cases in each group. The intervention measures for the observation group were RYZBW + health education， and the intervention measures for the control group were RYZBW placebo + health education. The intervention period in both groups was four weeks， and they were followed up for four weeks after the intervention. The primary outcome measure was the total score of Western Ontario and McMaster University Osteoarthritis Index score （WOMAC score）， and the secondary outcome measures were the response rate of visual scale （VAS） pain score， WOMAC sub item scores （joint pain， joint stiffness， and joint function）， quality of life （SF-12） score， and traditional Chinese medicine （TCM） syndrome score. Result（1） Efficacy evaluation. The marginal model results showed that the observation group was better than the control group in improving the WOMAC total score and WOMAC pain score in the treatment of KOA with RYZBW， and the difference was statistically significant （P<0.05）. There was no significant difference between the two groups in improving VAS score response rate， WOMAC function score， WOMAC stiffness score， SF12-PCS （quality of life-physical health） score， SF12-MCS （quality of life-mental health） score， and TCM syndrome score. （2） Subgroup analysis. ① In terms of VAS score response rate， the response rate of the observation group was higher than that of the control group for subjects with baseline VAS score of （4， 5］， and the difference was statistically significant （P<0.05）. ② In terms of TCM syndrome score， for subjects aged ［56， 60］ and ［61， 65］， the decrease in total TCM syndrome score in the observation group was better than that in the control group， and the difference was statistically significant （P<0.05）. ConclusionTibetan medicine RYZBW has good clinical efficacy in improving WOMAC total score， VAS score response rate， WOMAC pain score， WOMAC function score， and TCM syndrome score for patients with initial and early KOA， which can fill the lack of Tibetan medicine RYZBW in the treatment of KOA and make a demonstration study for the inheritance and development of ethnic medicine.

ObjectiveTo explore the effects and mechanisms of modified Dahuang Huanglian Xiexintang on hepatic oxidative stress injury in type 2 diabetes mellitus （T2DM） rats based on the nuclear factor erythroid 2 related factor 2 （Nrf2）/heme oxygenase-1 （HO-1） axis. MethodSix ZDF （fa/+） rats were as assigned to the blank group， and 30 ZDF （fa/fa） rats were used to induce the T2DM model by feeding a high-fat diet. After successful modeling， the rats were randomly divided into the model group， metformin group （0.18 g·kg^-1）， and low， medium， and high dose groups of modified Dahuang Huanglian Xiexintang （0.54， 1.08， 2.16 g·kg^-1）， with six rats in each group. After 12 weeks of drug intervention， the body mass， liver mass， fasting blood glucose （FBG）， and oral glucose tolerance test （OGTT） levels were measured. Serum total cholesterol （TC）， triglycerides （TG）， high-density lipoprotein cholesterol （HDL）， low-density lipoprotein cholesterol （LDL）， alanine aminotransferase （ALT）， and aspartate aminotransferase （AST） levels were detected using an automatic biochemical analyzer. The pathological changes of liver tissue were observed by hematoxylin-eosin （HE） staining. Enzyme-linked immunosorbent assay （ELISA） was used to detect the activity of superoxide dismutase （SOD）， reactive oxygen species （ROS）， glutathione peroxidase （GSH-Px）， and the level of malondialdehyde （MDA） in liver tissues. Immunohistochemistry was used to detect the expression of Nrf2 in the liver. Real time quantitative polymerase chain reaction （Real-time PCR） and Western blot were used to detect the mRNA and protein expression levels of Nrf2 and HO-1 in liver tissues. ResultCompared with the normal group， the model group showed a significant increase in body mass， liver mass， and liver index （P<0.01）. Compared with the model group， the metformin group and the medium and high dose groups of modified Dahuang Huanglian Xiexintang showed a significant decrease in body weight， liver mass， and liver index （P<0.01）. Compared with the normal group， the model group showed significantly increased TC， TG， and LDL levels （P<0.01）， and significantly decreased HDL levels （P<0.01）. Compared with the model group， the metformin group and all doses of modified Dahuang Huanglian Xiexintang showed significantly reduced TC levels （P<0.01）， and significantly reduced TG levels （P<0.05）. The medium and high dose groups of modified Dahuang Huanglian Xiexintang showed significantly reduced LDL levels （P<0.05）. The metformin group and all doses of modified Dahuang Huanglian Xiexintang showed significantly increased HDL levels （P<0.05）. Compared with the normal group， the model group showed significantly increased ALT and AST activities （P<0.01）. Compared with the model group， all doses of modified Dahuang Huanglian Xiexintang and the metformin group showed significantly reduced ALT activities （P<0.05） and significantly reduced AST activities （P<0.01）. Compared with normal group， the model group showed significantly increased FBG at all time points （P<0.01）. Compared with the model group， the metformin group and all doses of modified Dahuang Huanglian Xiexintang showed significantly reduced FBG at 8， 10， 12 weeks. The OGTT results showed that compared with the normal group， the model group had significantly increased blood glucose at all time points （P<0.01）. Compared with the model group， the metformin group showed significantly reduced blood glucose at all time points （P<0.01）， and the medium and high dose groups of modified Dahuang Huanglian Xiexintang showed significantly reduced blood glucose at 90， 120 min （P<0.01）. HE pathology showed clear and regular liver cell structure in the normal group， while the model group showed disordered liver cell structure with visible fat vacuoles and a large number of deformed necrotic cells. The liver tissue structure improved in the metformin group and all doses of modified Dahuang Huanglian Xiexintang， with fewer necrotic cells. Compared with the normal group， the model group showed significantly reduced SOD and GSH-Px levels （P<0.01）， and significantly increased ROS and MDA levels （P<0.01）. Compared with the model group， the metformin group and all doses of modified Dahuang Huanglian Xiexintang showed significantly increased SOD and GSH-Px levels （P<0.01）， and significantly reduced MDA levels （P<0.01）. The medium and high dose groups of modified Dahuang Huanglian Xiexintang showed significantly reduced ROS levels （P<0.05）. Compared with the normal group， the model group showed significantly reduced Nrf2 and HO-1 mRNA expression levels （P<0.01）. Compared with the model group， the metformin group and the medium and high dose groups of modified Dahuang Huanglian Xiexintang showed significantly increased Nrf2 and HO-1 mRNA expression levels （P<0.05）. Immunohistochemistry showed that compared with the normal group， the model group had significantly reduced positive expression of Nrf2 and HO-1 （P<0.05）. Compared with the model group， the metformin group and all doses of modified Dahuang Huanglian Xiexintang showed increased positive expression of Nrf2 and HO-1， with a significant increase in brown-yellow granules around the cell nucleus （P<0.05）. Western blot results showed that compared with the normal group， the model group had significantly reduced protein expression of Nrf2 and HO-1 （P<0.01）. Compared with the model group， the metformin group and all doses of modified Dahuang Huanglian Xiexintang showed significantly increased protein expression of Nrf2 and HO-1 （P<0.01）. ConclusionModified Dahuang Huanglian Xiexintang can significantly improve the general condition and pathological changes of liver tissues in T2DM model rats. This improvement is likely achieved through ameliorating hepatic oxidative stress injury via regulating the Nrf2/HO-1 axis.

ObjectiveTo observe the effect of modified Dahuang Huanglian Xiexintang on mitochondrial autophagy and browning of visceral adipose tissue in obese type 2 diabetes mellitus （T2DM） model ZDF rats. MethodForty ZDF rats were induced with a high-fat diet to establish an obese T2DM model. The rats were randomly divided into five groups： Model group， metformin group （0.18 g·kg^-1）， and high， medium， and low dose groups of modified Dahuang Huanglian Xiexintang （2.16， 1.08， 0.54 g·kg^-1）， with eight rats in each group. Additionally， eight ZDF （fa/+） rats were assigned to the normal group. All groups received an intragastric volume of 10 mL·kg^-1， with the model and normal groups receiving the same volume of purified water once daily for 12 weeks. Fasting blood glucose （FBG） was regularly measured. After 12 weeks of intervention， the body weight， epididymal fat weight， and serum levels of glucose （GLU）， glycated serum protein （GSP）， triglyceride （TG）， total cholesterol （TC）， high-density lipoprotein cholesterol （HDL-C）， and low-density lipoprotein cholesterol （LDL-C） were measured. Hematoxylin-eosin （HE） staining was used to observe pathological changes in epididymal fat tissue. Transmission electron microscopy （TEM） was employed to observe mitochondrial autophagy in adipocytes. Real-time PCR was used to detect the mRNA expression of hypoxia-inducible factor-1α （HIF-1α）， Bcl-2/adenovirus E1B 19 kDa interacting protein 3 （BNIP3）， microtubule-associated protein 1 light chain 3B （LC3B）， p62/SQSTM1， uncoupling protein 1 （UCP1）， iodothyronine deiodinase 2 （Dio2）， and PR domain containing 16 （Prdm16） in epididymal fat. Western blot was used to detect the protein expression of HIF-1α， BNIP3， LC3B， p62， and UCP1 in epididymal fat. ResultCompared with the normal group， the model group showed pathological changes in epididymal fat， with adipocyte mitochondrial condensation and numerous autophagosomes indicating mitochondrial autophagy. The model group also exhibited significantly increased body weight， epididymal fat weight， FBG， GLU， GSP， TC， TG， and LDL-C levels （P<0.01）， significantly decreased HDL-C levels （P<0.01）， significantly elevated mRNA and protein expression of HIF-1α， BNIP3， and LC3B （P<0.01）， significantly reduced mRNA and protein expression of p62 and UCP1 （P<0.01）， and significantly reduced mRNA expression of Dio2 and Prdm16 （P<0.01）. Compared with the model group， all intervention groups showed varying degrees of improvement in epididymal fat pathology. The metformin group and high-dose modified Dahuang Huanglian Xiexintang group displayed intact mitochondrial morphology， clear cristae， uniform matrix， and few autophagosomes and autophagosomes in the adipocyte cytoplasm. The metformin group and high- and medium-dose groups of modified Dahuang Huanglian Xiexintang showed significantly reduced body weight and epididymal fat weight （P<0.01）. The epididymal fat index was reduced in all intervention groups （P<0.05）， and FBG was lowered in all intervention groups （P<0.01）.Serum GSP， GLU， TG， and LDL-C levels were reduced in the metformin group and the high- and medium-dose groups of modified Dahuang Huanglian Xiexintang （P<0.05， P<0.01）. The serum TC level was significantly reduced in the metformin group and high-dose group of modified Dahuang Huanglian Xiexintang （P<0.01）， and HDL-C levels were significantly increased in all intervention groups （P<0.05， P<0.01）. The mRNA and protein expression of HIF-1α， BNIP3， and LC3B were significantly reduced， and UCP1 protein expression was significantly increased in the metformin group and high- and medium-dose groups of modified Dahuang Huanglian Xiexintang （P<0.05， P<0.01）. The mRNA and protein expression of p62， Dio2， and Prdm16 were significantly increased in the metformin group and high-dose group of modified Dahuang Huanglian Xiexintang （P<0.05， P<0.01）. ConclusionModified Dahuang Huanglian Xiexintang may inhibit mitochondrial autophagy and promote the browning of visceral adipose tissue through the HIF-1α/BNIP3/LC3B pathway， thereby improving glucose and lipid metabolism in obese T2DM rats.

Type 2 diabetes mellitus （T2DM） is based on insulin resistance （IR） and insulin secretion deficiency， with the specific mechanisms still unclear. Current research involves mechanisms such as glycolipid toxicity， inflammatory response， oxidative stress damage， and mitochondrial dysfunction. Modern traditional Chinese medicine （TCM） scholars have named it "blood glucose collateral disease" based on the clinical characteristics and natural progression of T2DM. This condition is primarily manifested as abnormal blood sugar levels in the early stages， and as the disease progresses， it gradually causes widespread damage to the body's veins and collaterals， ultimately leading to lesions in vessels and collaterals. Among these， "spleen heat" （obesity type） is the most common clinical type of T2DM. The concept of "internal heat-induced elimination" runs through both the onset and complications of T2DM， with internal heat being a key factor in its pathogenesis. The clinical application of Dahuang Huanglian Xiexintang and its modifications has achieved significant therapeutic effects. This paper reviews the origins and treatment characteristics of Dahuang Huanglian Xiexintang， along with clinical application research and experimental studies related to T2DM treatment， involving mechanisms for regulating glucose and lipid metabolism disorders， improving IR， modulating inflammatory responses， combating oxidative stress damage， regulating autophagy-related signaling pathways， modulating intestinal flora， inhibiting pyroptosis， and alleviating endoplasmic reticulum stress， with the purpose to provide direction for further research on the prevention and treatment of T2DM and its related complications， to offer reference for developing Dahuang Huanglian Xiexintang as a rapid hypoglycemic Chinese patent medicine for obese T2DM， and to better guide the clinical promotion of this drug.

Objective:To explore the efficacy and safety of Neuroform Atlas stent-assisted coil embolization in ruptured anterior communicating wide-necked aneurysms.Methods:Thirty-two patients with ruptured anterior communicating wide-necked aneurysms accepted Neuroform Atlas stent assisted coil embolization in Department of Neurosurgery, People's Hospital Affiliated to Shandong First Medical University from January 2022 to June 2023 were chosen. DSA was performed immediately after surgery, and aneurysm embolization was assessed using Raymond grading. Prognoses were assessed by modified Rankin Scale (mRS, mRS scores≤2 as good prognosis and mRS scores>2 as poor prognosis) at last follow-up. DSA was performed again 6 months after surgery to assess the aneurysm healingResults:Neuroform Atlas stents were successfully implanted in all 32 patients; Postoperative DSA showed that aneurysm embolization reached Raymond grading I in all 32 patients(100%). No such complications as in-stent thrombosis, cerebral vasospasm, or poor opening of the stent were noted excepted for one with intraoperative aneurysm rupture hemorrhage. At the last follow-up, 31 patients had good prognosis and 1 had poor prognosis; in 22 patients underwent DSA re-examination, Raymond grading I was noted in 20 patients (90.91%) and grading II in 2 (9.09%).Conclusion:Neuroform Atlas stent-assisted coil embolization for ruptured anterior communicating wide-necked aneurysms seems safe and effective.