Objective To explore the clinical value of artificial intelligence (AI) quantitative parameters in distinguishing pathological grades of stageⅠ invasive adenocarcinoma (IAC). Methods Clinical data of patients with clinical stageⅠ IAC admitted to Yantaishan Hospital Affiliated to Binzhou Medical University from October 2018 to May 2023 were retrospectively analyzed. Based on the 2021 WHO pathological grading criteria for lung adenocarcinoma, IAC was divided into gradeⅠ, grade Ⅱ, and grade Ⅲ. The differences in parameters among the groups were compared, and logistic regression analysis was used to evaluate the predictive efficacy of AI quantitative parameters for grade Ⅲ IAC patients. Parameters were screened using least absolute shrinkage and selection operator (LASSO) regression analysis. Three machine learning models were constructed based on these parameters to predict grade Ⅲ IAC and were internally validated to assess their efficacy. Nomograms were used for visualization. Results A total of 261 IAC patients were included, including 101 males and 160 females, with an average age of 27-88 (61.96±9.17) years. Six patients had dual primary lesions, and different lesions from the same patient were analyzed as independent samples. There were 48 patients of gradeⅠ IAC, 89 patients of grade Ⅱ IAC, and 130 patients of grade Ⅲ IAC. There were statitical differences in the AI quantitive parameters such as consolidation/tumor ratio (CTR), ect among the three goups. (P<0.05). Univariate analysis showed that the differences in all variables except age were statistically significant (P<0.05) between the group gradeⅠ+grade Ⅱand the group grade Ⅲ . Multivariate analysis suggested that CTR and CT standard deviation were independent risk factors for identifying grade Ⅲ IAC, and the two were negatively correlated. Grade Ⅲ IAC exhibited advanced TNM staging, more pathological high-risk factors, higher lymph node metastasis rate, and higher proportion of advanced structure. CTR was positively correlated with the proportion of advanced structures in all patients. This correlation was also observed in grade Ⅲ but not in gradeⅠand grade ⅡIAC. CTR and CT median value were selected by using LASSO regression. Logistic regression, random forest, and XGBoost models were constructed and validated, among which, the XGBoost model demonstrated the best predictive performance. Conclusion Cautious consideration should be given to grade Ⅲ IAC when CTR is higher than 39.48% and CT standard deviation is less than 122.75 HU. The XGBoost model based on combined CTR and CT median value has good predictive efficacy for grade Ⅲ IAC, aiding clinicians in making personalized clinical decisions.

OBJECTIVE: To construct a prediction model for the clinical effect of eye acupuncture combined with rehabilitation therapy on ischemic stroke based on interpretable machine learning. METHODS: From January 1st, 2020 to October 1st, 2024, the clinical data of 470 patients with ischemic stroke were collected in the the Second Department of Encephalopathy Rehabilitation of the Affiliated Hospital of Liaoning University of TCM. The modified Barthel index (MBI) score before and after treatment was used to divide the patients into an effect group (291 cases) and a non-effect group (179 cases). Random forest and recursive feature elimination with cross-validation were combined to screen the predictors of the therapeutic effect of patients. Seven representative machine learning models with different principles were established according to the screening results. The predictive effect of the best model was evaluated by receiver operating characteristics (ROC), calibration, and clinical decision-making (DCA) curves. Finally, the Shapley additive explanation (SHAP) framework was used to interpret the prediction results of the best model. RESULT: ①All the machine learning models presented the area under curve (AUC) to be above 85%. Of these models, the random forest model showed the best prediction ability, with AUC of 0.96 and the precision of 0.87. ②The prediction probability of calibration curve and the actual probability showed a good prediction consistency. ③The net benefit rate of DCA curve in the range of 0.1 to 1.0 was higher than the risk threshold, indicating a good effect of model. ④SHAP explained the characteristic values of variables that affected the prediction effect of the model, meaning, more days of treatment, lower MBI score before treatment, lower level of fibrinogen, shorter days of onset and younger age. These values demonstrated the better effect of eye acupuncture rehabilitation therapy. CONCLUSION The rehabilitation effect prediction model constructed in this study presents a good performance, which is conductive to assisting doctors in formulating targeted personalized rehabilitation programs, and identifying the benefit groups of eye acupuncture combined with rehabilitation therapy and finding the advantageous groups with clinical effect. It provides more ideas for the treatment of ischemic stroke with eye acupuncture combined with rehabilitation therapy.
Humans ; Acupuncture Therapy ; Machine Learning ; Male ; Female ; Middle Aged ; Ischemic Stroke/rehabilitation* ; Aged ; Stroke Rehabilitation ; Adult ; Eye

Ras homolog gene family member A(RhoA)is a small GTPase protein.Rho-associated coiled-coil forming protein kinase(ROCK)can be activated during the occurrence and development of ischemic stroke.RhoA/ROCK signaling pathway is an important regulatory factor in the pathological process of ischemic stroke,and regulation of this signaling pathway has become a research focus in promoting neuronal recovery and improving cerebral ischemia/reperfusion injury after ischemic stroke.However,only Fasudil is currently available as a RhoA/ROCK inhibitor.The rest is still in the stage of research and development or clinical trials,and has broad research prospects.In this paper,the regulatory role and mechanism of RhoA/ROCK signaling pathway in ischemic stroke were analyzed,and the application of inhibitors and regulatory drugs were described,aiming to provide new ideas for the prevention and treatment of ischemic stroke.

Neuroendocrine neoplasm (NEN) is a type of heterogeneous tumor that originates from peptidergic neurons and neuroendocrine cells. The presence of over-expressed somatostatin receptors (SSTR) on the surface of NEN tumor cells has led to the administration of radiolabeled somatostatin analogs (SSA) in combination with over-expressed SSTR, which is called peptide receptor radionuclide therapy (PRRT). The 1, 4, 7, 10-tetraazacyclododecane-1, 4, 7, 10-tetraacceticacid- D-Phe1-Tyr3-Thr8-octreotide (DOTATATE)-based α/β radionuclide therapy is one of the representative therapeutic methods of PRRT. This article reviews the progress of research on α/β radionuclide therapy based on DOTATATE and its related combination therapy, drug toxicity and safety, as well as expectation for modalities with clinical value for NEN treatment.

Objective:To screen out the potential key genes of sepsis-associated acute kidney injury (AKI), and provide theoretical and experimental evidence for the treatment of sepsis-associated AKI.Methods:① Bioinformatics analysis: two gene expression datasets (GSE30718 and GSE53773) were downloaded for bioinformatics analysis from the Gene Expression Omnibus (GEO). These two datasets recorded mRNA microarray data from kidney biopsies before and after kidney transplantation, and a subset of patients developed AKI after kidney transplantation. Differential analysis was conducted, and the genes with the same differential expression and a higher area under the receiver operator characteristic curve (AUC) in both databases were used as the target gene for subsequent cell experiments. ② Cell validation experiment: human proximal renal tubular cells HK2 were cultured in vitro, and lipopolysaccharide (LPS) was used for establishing LPS-HK2 cell model (LPS 10 mg/L for 6 hours, LPS model group), and the blank control group was set. Then, small interfering RNA (siRNA) technology was used to knock down the target gene obtained by bioinformatics analysis in LPS-HK2 cells (gene knockdown group), and a gene negative control group was set. The real-time fluorescent quantitative reverse transcription-polymerase chain reaction (RT-qPCR) technique was used to detect the expression of the target gene in HK2 cells. Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of inflammatory factors in the cell supernatants. Western blotting was used to detect the expressions of key apoptosis proteins. Results:① Results of bioinformatics analysis: 325 genes in the two datasets showed the same expression trend, of which 144 were significantly down-regulated and 181 were significantly up-regulated, while the expression difference of secretory leukocyte protease inhibitor (SLPI) in the two datasets was both statistically significant. Further receiver operator characteristic curve (ROC curve) analysis confirmed that the SLPI expression in GSE30718 and GSE53773 datasets had a high diagnostic efficiency for AKI, with AUC of 0.83 and 0.92, respectively. Therefore, SLPI was selected as the target gene for subsequent cell validation experiment. ② Cell validation experiment: the RT-qPCR analysis showed that the expression of SLPI in LPS-HK2 cells of the LPS model group was significantly higher than that of the blank control group (2 -ΔΔCT: 1.80±0.14 vs. 1.00±0.11, P < 0.01), and the change trend was the same with the results of bioinformatics analysis. Furthermore, knockdown SLPI gene analysis showed that the levels of inflammatory factors in LPS-HK2 cells supernatants in the gene knockdown group were significantly higher than those in the negative control group [Interleukin-6 (IL-6, ng/L): 509.58±27.08 vs. 253.87±75.83, IL-1β (ng/L): 490.99±49.52 vs. 239.67±26.97, tumor necrosis factor-α (TNF-α, ng/L): 755.22±48.66 vs. 502.06±10.92, all P < 0.01]. The above results indicated that SLPI could inhibit the inflammatory response of HK2 cells induced by LPS. The expressions of key apoptosis proteins Bax and caspase-3 in LPS-HK2 cells in the gene knockdown group were significantly higher than those in the negative control group [Bax protein (Bax/GAPDH): 1.38±0.12 vs. 1.00±0.10, caspase-3 protein (caspase-3/GAPDH): 1.44±0.15 vs. 1.00±0.11, both P < 0.05], and Bcl-2 expression was significantly decreased (Bcl-2/GAPDH: 0.83±0.08 vs. 1.00±0.05, P < 0.05), the above results indicated that SLPI could inhibit the apoptosis of cells in the inflammatory response. Conclusion:SLPI can inhibit the inflammatory response and apoptosis of HK2 cells induced by LPS, which may be involved in the protective mechanism of renal tubular cells in the response to sepsis, and is a potential target for the treatment of sepsis-associated AKI.

Objective:To study the application value of flexible endoscopic examination of swallowing(FEES) for the aspiration screening, the diagnosis of dysphagia and evaluation of the therapeutic effectin acute stroke patients with dysphagia.Methods:Three hundred and seventy-three patients with acute stroke who hospitalized from October 2015 to January 2020 in Dalian Municipal Central Hospital Affiliated of Dalian Medical University and underwent FEES for analyzing the characteristic performance were enrolled, and 11 cases of them were examined by video fluoroscopic swallowing study (VFSS). The results of the reliability of diagnosis dysphagia of the two methods were compared. The results of FEES for assessing the recovery effect after treatment were evaluated.Results:In 373 patients, the FEES revealed 268 cases(71.85%) of aspiration (99 cases) were recessive aspiration, which was better than that in water swallow test (50.94%, 190/373). Patients with potential cricopharyngeus achalasia got the same results through both of VFSS and FEES. FEES could provide more positive indicators and guide clinical rehabilitation treatment and objective assessment of rehabilitation effectiveness.Conclusions:Acute stroke patients with dysphagia have characteristic laryngeal performance. FEES is simple to operate and has high application value.

Objective:to investigate the efficacy of drugs in the treatment of laryngeal granuloma after hypothermic plasma radiofrequency surgery in early glottic carcinoma.Methods:Thirty-two cases of laryngeal granulomacoming from 289 patients with early glottic carcinoma treated by plasma radiofrequency surgery under endoscope-supported laryngoscopefrom January 2011 to January 2021 in Dalian Municipal Central Hospital were enrolled. All patients were given oral treatment of zinc gluconate tablets (70 grams per tablet, containing 10 grams of zinc). The usage was 3 tablets each time, twice a day. If the granulation was located in the vocal cord, 20 mg of esomeprazolec was added twice a day, and taken orally on an empty stomach. The total course of treatment was 6-12 weeks.Results:Follow-up and reexamination of electronic laryngoscope showed that the granulation of all patients began to become smaller after 3 weeks of drug treatment and gradually disappeared after 6-12 weeks. After the granulation disappeared, the drug was stopped, and there was no recurrence.Two patients developed nausea and epigastric discomfort after oral administration of zinc gluconate tablets for 3 weeks, and the discomfort disappeared after reducing the dose.Conclusions:Oral administration of zinc gluconate tablets alone or in combination with esomeprazoleis an effective, safe and low recurrence method for laryngeal granuloma after hypothermic plasma radiofrequency ablation in early glottic carcinoma.

Purpose: C5α receptor 1 (C5ΑR1) is associated with the development of various human cancers. However, whether it is involved in the development of hepatitis B virus (HBV)–related hepatocellular carcinoma (HCC) is poorly understood. We explored the expression, biological role, and associated mechanisms of C5AR1 in HBV-related hepatoma cells. Materials and Methods: The expression of C5ΑR1 mediated by HBV and HBV core protein (HBc) was detected in hepatoma cells. The function of nuclear factor кB (NF-κB) pathway in HBc-induced C5AR1 expression was assessed. The roles of C5ΑR1 in the activation of intracellular signal pathways, the upregulation of inflammatory cytokines, and the growth and migration of hepatoma cells mediated by HBc, were investigated. The effect of C5α in the development of HCC mediated by C5AR1 was also measured. Results: C5ΑR1 expression was increased in HBV-positive hepatoma cells. Dependent on HBc, HBV enhanced the expression of C5ΑR1 at the mRNA and protein levels. Besides, HBc could promote C5ΑR1 expression via the NF-κB pathway. Based on the C5ΑR1, HBc facilitated the activation of JNK and ERK pathways and the expression and secretion of interleukin-6 in hepatoma cells. Furthermore, C5ΑR1 was responsible for enhancing the growth and migration of hepatoma cells mediated by HBc. Except these, C5α could promote the malignant development of HBc-positive HCC via C5AR1. Conclusion We provide new insight into the mechanisms of hepatocarcinogenesis mediated by HBc. C5ΑR1 has a significant role in the functional abnormality of hepatoma cells mediated by HBc, and might be utilized as a potential therapeutic target for HBV-related HCC.

Purpose: C5α receptor 1 (C5ΑR1) is associated with the development of various human cancers. However, whether it is involved in the development of hepatitis B virus (HBV)–related hepatocellular carcinoma (HCC) is poorly understood. We explored the expression, biological role, and associated mechanisms of C5AR1 in HBV-related hepatoma cells. Materials and Methods: The expression of C5ΑR1 mediated by HBV and HBV core protein (HBc) was detected in hepatoma cells. The function of nuclear factor кB (NF-κB) pathway in HBc-induced C5AR1 expression was assessed. The roles of C5ΑR1 in the activation of intracellular signal pathways, the upregulation of inflammatory cytokines, and the growth and migration of hepatoma cells mediated by HBc, were investigated. The effect of C5α in the development of HCC mediated by C5AR1 was also measured. Results: C5ΑR1 expression was increased in HBV-positive hepatoma cells. Dependent on HBc, HBV enhanced the expression of C5ΑR1 at the mRNA and protein levels. Besides, HBc could promote C5ΑR1 expression via the NF-κB pathway. Based on the C5ΑR1, HBc facilitated the activation of JNK and ERK pathways and the expression and secretion of interleukin-6 in hepatoma cells. Furthermore, C5ΑR1 was responsible for enhancing the growth and migration of hepatoma cells mediated by HBc. Except these, C5α could promote the malignant development of HBc-positive HCC via C5AR1. Conclusion We provide new insight into the mechanisms of hepatocarcinogenesis mediated by HBc. C5ΑR1 has a significant role in the functional abnormality of hepatoma cells mediated by HBc, and might be utilized as a potential therapeutic target for HBV-related HCC.

Objective:To evaluate the effect of donor dexmedetomidine preconditioning on the renal function of patients undergoing living-related kidney transplantation.Methods:Sixty American Society of Anesthesiologists physical status Ⅲ-Ⅳ patients, regardless of gender, aged 20-64 yr, with body mass of 18.5-28.0 kg/m 2, undergoing living-related kidney transplantation, were selected.Sixty corresponding donors, of American Society of Anesthesiologists physical status Ⅰ or Ⅱ, regardless of gender, aged 20-64 yr, with body mass index of 18.5-28.0 kg/m 2, were selected.The patients and donors were divided into 2 groups using a random number table method: control group (group C) and dexmedetomidine group (group D), with 30 pairs in each group.Before induction of anesthesia, dexmedetomidine was intravenously infused over 10 min in a loading dose of 1 μg/kg followed by an intravenous infusion of 0.5 μg·kg -1·h -1 until the time point when the renal artery was blocked immediately in the donors of group D, while the equal volume of normal saline was given instead until the time point when the renal artery was blocked immediately in the donors of group C. In both groups, total intravenous anesthesia was applied in donors and recipients, Nacotrend values were maintained at 40-60 during operation, mean arterial pressure and heart rate were maintained within the normal range, and dopamine was intravenously infused when necessary.The warm ischemia time and cold ischemia time of donor kidneys were recorded in the two groups.Peripheral venous blood samples were collected from the donors immediately before renal artery occlusion and from the recipients before renal artery opening (T 0) and at 1, 12 and 24 h after renal artery opening (T 1-3) to determine the serum creatinine (Cr), urea nitrogen (BUN) and cysteine protease inhibitor C (CysC) concentrations.The intraoperative volume of fluid infused, urine volume and consumption of propofol, remifentanil and dopamine were recorded in the receptors of two groups. Results:There was no significant difference in the concentrations of Cr, BUN and CysC and warm ischemia time and cold ischemia time of kidneys in between the two groups of donors ( P>0.05). There was no significant difference in the consumption of propofol, remifentanil and dopamine, volume of fluid infused and urine volume during surgery between the two groups of recipients ( P>0.05). Compared with group C, the concentrations of Cr, BUN and CysC were significantly decreased in at T 1 in group D ( P<0.05). Conclusion:Donor dexmedetomidine preconditioning is helpful in improving the perioperative renal function of patients undergoing living-related kidney transplantation.