Over the past two decades, genome-wide association study(GWAS) has identified numerous genetic variants and loci associated with heritable diseases. With the gradual maturation and saturation of GWAS methodologies, transcriptome-wide association study(TWAS) offers a novel perspective by linkinggenetic phenotypes to gene expression levels. By integrating TWAS with other multi-omics analyses, researchers can gain a deeper understanding of heritable diseases. This article provides an overview of recent groundbreaking and representative TWAS methods and tools, analyzes their strengths and limitations, and discusses future trends in TWAS development.

Objective To explore scientific and accurate prediction methods for the incidence of hand, foot, and mouth disease in the post-pandemic era, and to address modeling challenges caused by abnormal fluctuations in case numbers from 2020 to 2023. Methods The seasonal index was used to pre-process the data. The traditional seasonal autoregressive integrated moving average (SARIMA) model, singular spectrum analysis (SSA)-ARIMA model, ARIMA-Long short-term memory (LSTM) model, and SSA-ARIMA-LSTM model were used to fit the incidence from 2013 to 2023, and the incidence of hand, foot and mouth disease in 2024 was predicted. The real data collected in 2024 were used as the test set to compare the prediction performance of the models. Results The fitting performance of the constructed models was as follows: the ARIMA model had MAE=107.50 and RMSE=144.53, the SSA-ARIMA model showed MAE=2.84 and RMSE=4.33, the ARIMA-LSTM model achieved MAE=99.46 and RMSE=131.59, and the SSA-ARIMA-LSTM model had MAE=96.35 and RMSE=132.13. In terms of prediction performance, the ARIMA model resulted in MAE=151.64 and RMSE=146.70, the SSA-ARIMA model demonstrated MAE=41.22 and RMSE=57.01, the ARIMA-LSTM model yielded MAE=220.75 and RMSE=257.89, and the SSA-ARIMA-LSTM model recorded MAE=58.83 and RMSE=72.06. Conclusion The SSA-ARIMA model has the best fitting degree and the highest prediction accuracy, and is suitable for predicting the incidence trend of hand, foot and mouth disease.

Objective To explore the feasibility and reference value of allogeneic lung transplantation and postoperative monitoring in miniature pigs for lung transplantation research. Methods Two miniature pigs (R1 and R2) underwent left lung allogeneic transplantation. Complement-dependent cytotoxicity tests and blood cross-matching were performed before surgery. The main operative times and partial pressure of arterial oxygen (PaO₂) after opening the pulmonary artery were recorded during surgery. Postoperatively, routine blood tests, biochemical blood indicators and inflammatory factors were detected, and pathological examinations of multiple organs were conducted. Results The complement-dependent cytotoxicity test showed that the survival rate of lymphocytes between donors and recipients was 42.5%-47.3%, and no agglutination reaction occurred in the cross-matching. The first warm ischemia times of D1 and D2 were 17 min and 10 min, respectively, and the cold ischemia times were 246 min and 216 min, respectively. Ultimately, R1 and R2 survived for 1.5 h and 104 h, respectively. Postoperatively, in R1, albumin (ALB) and globulin (GLB) decreased, and alanine aminotransferase increased; in R2, ALB, GLB and aspartate aminotransferase all increased. Urea nitrogen and serum creatinine increased in both recipients. Pathological results showed that in R1, the transplanted lung had partial consolidation with inflammatory cell infiltration, and multiple organs were congested and damaged. In R2, the transplanted lung had severe necrosis with fibrosis, and multiple organs had mild to moderate damage. The expression levels of interleukin-1β and interleukin-6 increased in the transplanted lungs. Conclusions The allogeneic lung transplantation model in miniature pigs may systematically evaluate immunological compatibility, intraoperative function and postoperative organ damage. The data obtained may provide technical references for subsequent lung transplantation research.

ObjectiveTo examine the influences of Shenfu injection on the endogenous metabolic byproducts in the myocardium of the rat model exhibiting chronic heart failure， thus deciphering the therapeutic mechanism of the Qi-reinforcing and Yang-warming method. MethodsSD rats were randomly allocated into a control group and a modeling group. Chronic heart failure with heart-Yang deficiency syndrome in rats was modeled by multi-point subcutaneous injection of isoproterenol， and the rats were fed for 14 days after modeling. The successfully modeled rats were randomized into model， Shenfu injection （6.0 mL·kg^-1）， and trimetazidine （10 mg·kg^-1） groups and treated with corresponding agents for 15 days. The control group and the model group were injected with equal doses of normal saline， and the samples were collected after the intervention was completed. Cardiac color ultrasound was performed. Hematoxylin-eosin （HE） staining was used to observe histopathological morphology， and the serum level of N-terminal pro-brain natriuretic peptide （NT-proBNP） was assessed by enzyme-linked immunosorbent assay （ELISA）. The mitochondrial morphological and structural changes of cardiomyocytes were observed by transmission electron microscopy， and the metabolic profiling was carried out by ultra high performance liquid chromatography-quantitative exactive-mass spectrometry （UHPLC-QE-MS）. Differential metabolites were screened and identified by orthogonal partial least squares-discriminant analysis （OPLS-DA） and other methods， and then the MetaboAnalyst database was used for further screening. The relevant biological pathways were obtained through pathway enrichment analysis. The receiver operating characteristic （ROC） curve was established to evaluate the diagnostic value of each potential biomarker for myocardial injury and the evaluation value for drug efficacy. ResultsThe results of color ultrasound showed that Shenfu Injection improved the cardiac function indexes of model rats （P<0.05）. The results of HE staining showed that Shenfu injection effectively alleviated the pathological phenomena such as myocardial tissue structure disorder and inflammatory cell infiltration in model rats. The results of ELISA showed that Shenfu injection effectively regulated the serum NT-proBNP level in the model rats. Transmission electron microscopy （TEM） showed that Shenfu injection effectively restored the mitochondrial morphological structure. The results of metabolomics showed that the metabolic phenotypes of myocardial samples presented markedly differences between groups. Nine differential metabolites could be significantly reversed in the Shenfu injection group， involving three metabolic pathways： pyruvate metabolism， histidine metabolism， and citric acid cycle （TCA cycle）. The results of ROC analysis showed that the area under the curve （AUC） values of all metabolites were between 0.75 and 1.0， indicating that the differential metabolites had high diagnostic accuracy for myocardial injury， and the changes in their expression levels could be used as potential markers for efficacy evaluation. ConclusionShenfu injection significantly alleviated the damage of cardiac function， myocardium， and mitochondrial structure in the rat model of chronic heart failure with heart-Yang deficiency syndrome by ameliorating energy metabolism remodeling. Reinforcing Qi and warming Yang is a key method for treating chronic heart failure with heart-Yang deficiency syndrome.

ObjectiveTo investigate the mechanism of action of remifentanil （RMZL） in alleviating lung ischemia-reperfusion injury （LIRI） in rats by inhibiting pyroptosis through modulating hypoxia inducible factor-1α （HIF-1α）/NOD-like receptor thermal protein domain associated protein 3 （NLRP3） pathway. MethodsRats were stochastically assigned into Control group， LIRI group， RMZL low-dose group， RMZL medium-dose group， RMZL high-dose group， and RMZL high-dose+HIF-1α activator dimethyloxallyl glycine （DMOG） group， with 18 rats in each group. Rats in Control group only had their left pulmonary hilum free and did not undergo ischemia-reperfusion treatment. Except for the Control group， LIRI models were constructed in all other groups. Rats in LIRI group were intraperitoneally injected with an equal amount of physiological saline 15 minutes before constructing LIRI model； rats in Control group were intraperitoneally injected with an equal amount of physiological saline 15 minutes before freeing left pulmonary hilum； rats in other groups were intraperitoneally injected with corresponding dose of drug 15 minutes before constructing LIRI model. The wet/dry weight ratio of lungs was calculated. HE staining was used to study lung tissue pathology. Immunofluorescence staining was used to detect the relative fluorescence intensity of gasdermin D （GSDMD） and NLRP3 double positive cells in lung tissue. ELISA was used to detect interleukin-1β and IL-18 in lung tissue. Western blot was used to detect HIF-1α， NLRP3， cysteine-aspartic protease-1 （Cleaved caspase-1）， and gasdermin D-N （GSDMD-N） proteins in lung tissue. ResultsCompared to the Control group， the LIRI group showed disordered alveolar structure， thickened alveolar septa， and abundant inflammatory cell infiltration in rats. The lung wet/dry weight ratio， relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue， IL-1β， IL-18 levels， and HIF-1α， NLRP3， Cleaved caspase-1， and GSDMD-N proteins increased （P0.05）. For the LIRI group， rats in the RMZL low， medium， and high-dose groups displayed attenuated alveolar septal thickening and reduced inflammatory cell infiltration. The lung wet/dry weight ratio， relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue， IL-1β， IL-18 levels， and HIF-1α， NLRP3， Cleaved caspase-1， and GSDMD-N proteins declined， and the RMZL high-dose group showed the most prominent trend （P0.05）. Compared with the RMZL high-dose group， rats in the RMZL high-dose+DMOG group exhibited thickened alveolar septa and more inflammatory cell infiltration， along with increased lung wet/dry weight ratio， relative fluorescence intensity of GSDMD and NLRP3 double positive cells in lung tissue， levels of IL-1β and IL-18， and protein expression of HIF-1α， NLRP3， Cleaved caspase-1， and GSDMD-N （P0.05）. ConclusionRMZL may inhibit pyroptosis in LIRI rats by suppressing HIF-1α/NLRP3 pathway.

Obesity has become one of the important factors affecting the entire management process of liver transplantation. Its impact is not only reflected in the increased risk of liver steatosis and ischemia-reperfusion injury in the donor, but also involves the increased technical difficulty during the perioperative period for the recipient, the increase in postoperative metabolic complications and poorer long-term prognosis. This article, based on recent relevant studies, reviews aspects such as the utilization of obese donors, the characteristics of adult and pediatric recipients, pre-transplant risk assessment and weight loss intervention, and post-transplant weight and metabolic management. Current evidence suggests that simply judging transplantation risks based on body mass index has limitations. Analysis of body composition, assessment of cardiovascular function and identification of sarcopenic obesity are more clinically valuable. For obese liver transplant recipients, in a multidisciplinary collaboration framework, emphasis should be placed on individualized screening, perioperative optimization and long-term follow-up management to improve the outcomes of the graft and the recipient.

ObjectiveTo investigate whether there exists an independent association beyond shared risk factors between colorectal space-occupying lesions and metabolic associated fatty liver disease （MAFLD）， and to provide new ideas for early identification of colorectal space-occupying lesions in the MAFLD population. MethodsA retrospective analysis was performed for 12 252 patients who were hospitalized in The First Affiliated Hospital of Shandong First Medical University （Shandong Provincial Qianfoshan Hospital） and underwent both colonoscopy and abdominal imaging （abdominal ultrasound， magnetic resonance imaging， or computed tomography） from September 1， 2018 to August 31， 2023. According to colonoscopy findings， the patients were divided into colorectal space-occupying lesion group with 6 545 patients and non-colorectal space-occupying lesion group with 5 707 patients. Baseline data were compared between the two groups. The univariate and multivariate Logistic regression analyses were used to identify influencing factors for colorectal space-occupying lesions， and further analysis was performed to investigate the association of MAFLD and liver fibrosis （assessed by fibrosis-4 ［FIB-4］， nonalcoholic fatty liver disease fibrosis score ［NFS］， and aspartate aminotransferase-to-platelet ratio index） with colorectal space-occupying lesions. The Mann-Whitney U test was used for comparison of continuous data with skewed distribution between groups， and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between groups. ResultsThe univariate analysis showed that compared with the non-colorectal space-occupying lesion group， the colorectal space-occupying lesion group had significantly higher age （Z=-95.628， P<0.001）， proportion of male patients （χ²=406.910， P<0.001）， body weight （Z=-24.928， P<0.001）， body mass index （BMI） （Z=-21.367， P<0.001）， diastolic blood pressure （Z=-15.527， P<0.001）， systolic blood pressure （Z=-16.965， P<0.001）， proportion of patients with history of coronary heart disease （χ²=28.112， P<0.001）/hypertension （χ²=152.993， P<0.001）/diabetes （χ²=52.175， P<0.001）/cerebral infarction （χ²=14.097， P<0.001）， white blood cell count （WBC） （Z=-12.801， P<0.001）， hemoglobin （HGB） （Z=-19.258， P<0.001）， aspartate aminotransferase （Z=-6.673， P=0.001）， alanine aminotransferase （Z=-10.375， P<0.001）， alkaline phosphatase （Z=-10.496， P<0.001）， gamma-glutamyl transpeptidase （GGT） （Z=-18.893， P<0.001）， blood urea nitrogen （Z=-13.291， P<0.001）， creatinine （Z=-16.798， P<0.001）， uric acid （Z=-16.822， P<0.001）， triglyceride （Z=-10.186， P<0.001）， and fasting blood glucose （Z=-15.761， P<0.001）. The multivariate Logistic regression analysis showed that age （odds ratio ［OR］=1.052， 95% confidence interval ［CI］： 1.045 — 1.057， P<0.001）， sex （OR=0.523， 95%CI： 0.466 — 0.587， P<0.001）， BMI （OR=1.031， 95%CI： 1.018 — 1.046， P<0.001）， history of hypertension （OR=1.140， 95%CI： 1.019 — 1.276， P=0.022）， WBC （OR=1.057， 95%CI： 1.028 — 1.087， P<0.001）， GGT （OR=1.001， 95%CI： 1.000 — 1.002， P=0.021）， Alb （OR=0.982， 95%CI： 0.969 — 0.995， P=0.008）， and HGB （OR=1.004， 95%CI： 1.001 — 1.008， P=0.019） were independent influencing factors for colorectal space-occupying lesions. In the MAFLD population， after adjustment for age， sex， BMI， history of hypertension， WBC， HGB， GGT， and Alb， intermediate-to-high risk of advanced liver fibrosis assessed by FIB-4 and NFS was still an influencing factor for colorectal space-occupying lesions （FIB-4： OR=1.457， 95%CI： 1.176 — 1.810， P<0.05； NFS： OR=1.499， 95%CI： 1.244 — 1.809， P<0.05）. Liver fibrosis degree based on FIB-4 was not significantly associated with the pathological type， location， size， or number of colorectal space-occupying lesions （all P>0.05）. While intermediate-to-high risk of advanced liver fibrosis based on NFS was not associated with pathological type， location， or size， it might be associated with the number of lesions （χ²=9.770， P<0.05）. ConclusionAge， sex， BMI， history of hypertension， WBC， HGB， GGT， and Alb are independent influencing factors for colorectal space-occupying lesions. Intermediate-to-high risk of advanced liver fibrosis assessed by FIB-4 or NFS is independently associated with colorectal space-occupying lesions， and liver fibrosis assessed by NFS might be associated with the increase in the number of lesions.

ObjectiveTo measure the distance from the surface of Fengfu （GV 16） to the deep important bony structures in children aged 4 to 8 years based on CT three-dimensional reconstruction technology， thereby providing imaging reference data for clinical acupuncture safe operations in terms of different age groups and needle insertion angles. MethodsCervical CT image data were collected from healthy children aged 4 to 8 years with five age groups （4-， 5-， 6-， 7-， 8-year-old groups）， 20 cases in each group. The images were imported into Mimics 21.0 software for three-dimensional reconstruction. The straight-line distances from the skin model surface of the Fengfu （GV 16） to the first underlying bony barrier （such as the lower edge of the occipital bone， the posterior arch of the atlas vertebra） were measured at intervals of 5° on both the transverse section （0° ± 35°） and the sagittal section （40° upward to 40° downward on the diagonal）. The correlation between the measured distance， age， and angle was analyzed. ResultsIn the transverse and sagittal sections， the measured distance from the skin surface to the underlying bone of Fengfu （GV 16） at each angle increased with age. In the transverse section， the increase was relatively small within the 0° to 20° angle range， whereas a more pronounced increase was observed when the angle exceeded 20°； at measurement angles of 30° to 35°， the distance of the skin surface to the bone at Fengfu （GV 16） in the 7- and 8-year-old groups was significantly greater than that in the 4-year-old group （P＜0.05）. In the sagittal section， the measured distance from the skin surface to the bone at Fengfu （GV 16） was shortest and changed greatly at oblique upward angles of 15° to 40° within each age group， and increased markedly at near-vertical angles of 0° to 10°； it was longest at oblique downward angles of -40° to -5° and showed relatively gradual changes. ConclusionThis study obtained the imaging distance data from Fengfu （GV 16） to the surrounding bony structures in children aged 4 to 8 years through three-dimensional modeling， finding that this distance has clear age and angle dependence， which can provide quantitative evidence for developing individualized and precise safe acupuncture schemes at Fengfu （GV 16） in pediatric clinical practice.

ObjectiveTo measure the distance from the surface of Fengfu （GV 16） to the deep important bony structures in children aged 4 to 8 years based on CT three-dimensional reconstruction technology， thereby providing imaging reference data for clinical acupuncture safe operations in terms of different age groups and needle insertion angles. MethodsCervical CT image data were collected from healthy children aged 4 to 8 years with five age groups （4-， 5-， 6-， 7-， 8-year-old groups）， 20 cases in each group. The images were imported into Mimics 21.0 software for three-dimensional reconstruction. The straight-line distances from the skin model surface of the Fengfu （GV 16） to the first underlying bony barrier （such as the lower edge of the occipital bone， the posterior arch of the atlas vertebra） were measured at intervals of 5° on both the transverse section （0° ± 35°） and the sagittal section （40° upward to 40° downward on the diagonal）. The correlation between the measured distance， age， and angle was analyzed. ResultsIn the transverse and sagittal sections， the measured distance from the skin surface to the underlying bone of Fengfu （GV 16） at each angle increased with age. In the transverse section， the increase was relatively small within the 0° to 20° angle range， whereas a more pronounced increase was observed when the angle exceeded 20°； at measurement angles of 30° to 35°， the distance of the skin surface to the bone at Fengfu （GV 16） in the 7- and 8-year-old groups was significantly greater than that in the 4-year-old group （P＜0.05）. In the sagittal section， the measured distance from the skin surface to the bone at Fengfu （GV 16） was shortest and changed greatly at oblique upward angles of 15° to 40° within each age group， and increased markedly at near-vertical angles of 0° to 10°； it was longest at oblique downward angles of -40° to -5° and showed relatively gradual changes. ConclusionThis study obtained the imaging distance data from Fengfu （GV 16） to the surrounding bony structures in children aged 4 to 8 years through three-dimensional modeling， finding that this distance has clear age and angle dependence， which can provide quantitative evidence for developing individualized and precise safe acupuncture schemes at Fengfu （GV 16） in pediatric clinical practice.

ObjectiveThis study aims to explore the mechanism and targets of Shenfu Injection in regulating glycolysis to intervene in myocardial fibrosis in chronic heart failure based on the hypoxia-inducible factor-1α （HIF-1α）/ 6-phosphofructo-2-kinase/fructose-2，6-bisphosphatase 3 （PFKFB3） signaling pathway. MethodsA rat model of chronic heart failure was established by subcutaneous injection of isoproterenol （ISO）. After successful modeling， the rats were randomly divided into the Sham group， Model group， Shenfu injection （SFI， 6 mL·kg^-1） group， and inhibitor （3PO， 35 mg·kg^-1） group， according to a random number table， and they were treated for 15 days. Cardiac function was evaluated by echocardiography， and serum N-terminal pro-brain natriuretic peptide （NT-proBNP） levels were detected by enzyme-linked immunosorbent assay （ELISA）. Fasting body weight and heart weight were measured， and the heart index （HI） was calculated. Pathological changes in myocardial tissue were observed by hematoxylin-eosin （HE） and Masson staining， and the fibrosis rate was calculated. Biochemical assays were used to determine serum levels of glucose （GLU）， lactic acid （LA）， and pyruvic acid （PA）. Western blot was used to analyze the expression of proteins related to the HIF-1α/PFKFB3 signaling pathway （HIF-1α and PFKFB3）， glycolysis-related proteins （HK1， HK2， PKM2， and LDHA）， and fibrosis-related proteins ［transforming growth factor （TGF）-β₁， α-smooth muscle actin （α-SMA）， and Collagen type Ⅰ α1 （ColⅠA1）］. Real-time PCR was used to detect the mRNA expression of HIF-1α and PFKFB3 in myocardial tissue. ResultsCompared with the Sham group， the Model group showed significantly decreased left ventricular ejection fraction （LVEF）， left ventricular shortening fraction （LVFS）， interventricular septal thickness （IVSd）， and interventricular septal strain （IVSs） （P<0.05）， while left ventricular internal dimension at end-diastole （LVDd） and end-systole （LVIDs） were increased （P<0.05）. Serum NT-proBNP levels were significantly increased （P<0.01）， and body weight was decreased. Heart weight was increased， and the HIT index was increased （P<0.05）. Myocardial tissue exhibited inflammatory cell infiltration and collagen fiber deposition， and the fibrosis rate was significantly increased （P<0.05）. Serum GLU was decreased （P<0.05）， while LA and PA levels were increased （P<0.05）. Protein expressions of HIF-1α， PFKFB3， HK1， HK2， PKM2， LDHA， TGF-β₁， α-SMA， and ColⅠA1， as well as the mRNA expression of HIF-1α and PFKFB3 were increased （P<0.05）. Compared with the Model group， both the SFI group and 3PO groups showed significant improvements in LVEF， LVFS， IVSd， and IVSs （P<0.05） and decreases in LVDd， LVIDs， and NT-proBNP levels （P<0.05）. Body weight was significantly increased. Heart weight was significantly decreased， and the HIT index was significantly decreased （P<0.05）. Inflammatory cell infiltration， collagen fiber deposition， and the fibrosis rate were significantly decreased （P<0.05）. Serum GLU levels were significantly increased （P<0.05）， while LA and PA levels were decreased （P<0.05）. Expressions of glycolysis-related proteins， fibrosis-related proteins， and HIF-1α/PFKFB3 pathway-related proteins and mRNAs were significantly suppressed （P<0.05）. ConclusionSFI improves cardiac function in chronic heart failure by downregulating the expression of HIF-1α/PFKFB3 signaling pathway-related proteins， regulating glycolysis， and inhibiting myocardial fibrosis.