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.

BACKGROUND: The expression of programmed cell death ligand 1 (PD-L1) as a biomarker for immunotherapy in non-small cell lung cancer (NSCLC) is routinely detected in clinical pathology department. However, the spatial heterogeneity of PD-L1 expression in intrapulmonary tumors and extrapulmonary metastases is still a challenge for the clinical testing. This study aims to explore the differences of PD-L1 expression in test samples obtaining from different sites of NSCLC. This study may contribute to the detection strategy of PD-L1 in patients with advanced lung cancer. METHODS: One hundred and thirty-one cases of consecutively detected PD-L1 (22c3 assay, Dako) staining in metastatic NSCLC and 972 cases of non-paired intrapulmonary NSCLC were collected. The discrepancies of tumor proportion score (TPS) of PD-L1 expression in intrapulmonary samples and extrapulmonary metastatic samples of different sites were compared. RESULTS: The positive expression rate of PD-L1 in extrapulmonary metastatic NSCLC (TPS ≥ 1%) was 61.83%, and the TPS was significantly higher than that in intrapulmonary tumors (P=0.03). The PD-L1 scores of the specimens obtained from different sites were significantly different (P=0.007). The positive rates of PD-L1 in liver and adrenal metastases were 85.71% and 77.78% respectively, and their TPS were significantly higher than that of the intrapulmonary samples (P<0.05). The positive rates of PD-L1 in lymph node, bone, brain, soft tissue, and pleural metastases was 40.00%-66.67%, with no significant differences compared to intrapulmonary tumors. The analysis of histological subtype and sample type showed that the PD-L1 score of extrapulmonary samples of adenocarcinoma subtype or surgical specimen was significantly higher than that of intrapulmonary tumors. The analysis of clinicopathological parameters showed that the PD-L1 positive expression or high expression were significantly correlated with male patients, smoking history, and epidermal growth factor receptor (EGFR) wild type. CONCLUSIONS The expression of PD-L1 in metastatic NSCLC is generally higher than that in intrapulmonary tumor, and the positive rate of PD-L1 expression was discrepant in different sites of specimen. The differences of PD-L1 score between extrapulmonary metastatic samples and intrapulmonary samples may be associated with different metastatic sites, histological subtype, and specimen type.
B7-H1 Antigen/metabolism* ; Biomarkers, Tumor/metabolism* ; Carcinoma, Non-Small-Cell Lung/drug therapy* ; Humans ; Immunohistochemistry ; Lung Neoplasms/drug therapy* ; Male

Objective:To develop the Peristome Skin Injury Risk Assessment Scale and to verify its reliability, validity and predictive performance in patients with colorectal cancer stoma.Methods:The initial assessment scale was developed through literature review and Delphi expert consultation. From February 2020 to April 2021, convenient sampling was used to select 290 cases of colorectal cancer stoma patients who were reexamined in the Oncology Surgery of the First Affiliated Hospital of Xi'an Jiaotong University as the research object. Item analysis, validity analysis, reliability analysis, receiver operating characteristic curve (ROC) were used to test the reliability, validity and predictive performance of the scale.Results:Exploratory factor analysis extracted a total of 4 common factors, namely general condition, stoma condition, postoperative condition, education and self-care condition, a total of 17 items, and the cumulative variance contribution rate was 85.144%. The scale-level content validity index was 0.941, and the item-level content validity index was 0.857 to 1.000. The Cronbach's α coefficient of the total scale was 0.824, the split-half reliability coefficient was 0.837, and the test-retest reliability coefficient was 0.819. There was a statistically significant difference in the scores of the Peristome Skin Injury Risk Assessment Scale in patients with colorectal cancer stoma between the injury group and the non-injury group ( P<0.05) . The area under the ROC curve was 0.838 (95% confidence interval: 0.785-0.891) . When the cut-off score was 39.5, the sensitivity of the scale was 0.849, the specificity was 0.759, the Youden index was 0.608, and the predictive performance was the best. Conclusions:The Peristome Skin Injury Risk Assessment Scale has good reliability and validity, and has high predictive performance, which is suitable for the assessment of the risk of peristome skin injury in patients with colorectal cancer in China.

Objective:To explore the feasibility of using pulse oxygen saturation (SpO 2) to evaluate the condition of patients with acute respiratory distress syndrome (ARDS) in the Lijiang region. Methods:Patients with ARDS who visited the department of emergency of People's Hospital of Lijiang from August to December 2020 were selected as study subjects. Patients were divided by severity into mild ARDS group [200 mmHg (1mmHg = 0.133 kPa)≤oxygenation index (PaO 2/FiO 2, P/F)≤300 mmHg] and moderate to severe ARDS group (P/F≤200 mmHg). The general condition, clinical diagnosis, arterial blood gas analysis results of the patients were recorded, and the differences of the above indexes between the two groups of ARDS were compared. Spearman correlation analysis was used to analyze the correlation between SpO 2 and arterial oxygen saturation (SaO 2). SpO 2 was carried into the Ellis equation and the Rice equation to calculate the derived P/F and analyze the correlation between the derived P/F and the P/F measured in arterial blood gas analysis; receiver operator characteristic curve (ROC curves) were plotted, the sensitivity and specificity of SpO 2/fraction of inspiration oxygen (SpO 2/FiO 2, S/F) instead of P/F to assess oxygenation in patients with ARDS was calculated. To evaluate the feasibility of SpO 2 for the condition evaluation of patients with ARDS in the Lijiang region. Results:Compared with the mild ARDS group, the arterial partial pressure of oxygen (PaO 2), SaO 2 and hemoglobin (Hb) were significantly decreased in the moderate to severe ARDS group [PaO 2 (mmHg): 50.5 (39.3, 56.5) vs. 60.0 (55.0, 67.5), SaO 2: 0.86 (0.73, 0.91) vs. 0. 93 (0.90, 0.96), Hb (g/L): 142±27 vs. 156±24, respectively, all P < 0.05]. Correlation analysis revealed a significant positive correlation between SpO 2 and SaO 2 in ARDS patients residing at high altitude ( R = 0.650, P = 0.000). The P/F derived by the Rice formula was significantly and positively correlated with the P/F derived from arterial blood gas analysis ( R = 0.802, P = 0.000). The deduced P/F in mild and moderate to severe ARDS groups were all significantly correlated with the measured P/F ( R values were 0.562, 0.647, both P = 0.000). The P/F derived using the Ellis formula showed a significant positive correlation with the P/F derived from arterial blood gas analysis ( R = 0.822, P = 0.000). The deduced P/F of mild ARDS group and moderate to severe ARDS group were all positively correlated with the measured P/F ( R values were 0.556, 0.589, P values were 0.000, 0.010). There was a significant positive correlation between S/F and P/F in ARDS patients ( R = 0.828, P = 0.000), and the regression equation was S/F = 1.33 P/F+52.41. ROC curve analysis showed that S/F had some predictive value for patients with mild and moderate to severe ARDS, and area under ROC curve (AUC) and 95% confidence interval (95% CI) were 0.903 (0.829-0.977), 0.936 (0.870-1.000), both P = 0.000. When the cut-off value was 452 mmHg, S/F had a sensitivity of 100% and a specificity of 80.9% for predicting mild ARDS. When the cut-off value was 319 mmHg, S/F predicted moderate to severe ARDS with 95.1% sensitivity and 86.2% specificity. Conclusions:At high altitude, SpO 2 and SaO 2 have been correlated in patients with ARDS, and P/F derived using SpO 2 and measured P/F were significantly correlated in patients with ARDS, especially in those with moderate to severe ARDS. SpO 2 may be useful in the assessment of severity of illness in patients with ARDS at high altitude.

Objective:To investigate and evaluate if pulse oxygen saturation/fraction of inhaled oxygen (SpO 2/FiO 2) can be used, as replacement of arterial partial pressure of oxygen/fraction of inhaled oxygen (PaO 2/FiO 2), to assess oxygenation in acute respiratory distress syndrome (ARDS) patients at different high altitudes in Yunnan Province, and to find a rapid and non-invasive method for the diagnosis of ARDS at different altitudes. Methods:Patients with ARDS at different high altitudes in Yunnan Province from January 2019 to December 2020 were enrolled. The patients were divided into three groups according to different altitudes, and received different oxygen therapies according to their respective medical conditions. Group 1 consisted of patients with moderate to severe ARDS from the department of critical care medicine of the First Affiliated Hospital of Kunming Medical University (average altitude approximately 1 800 m), and received mechanical ventilation to maintain SpO 2 of 0.90-0.96 with a low FiO 2 for more than 30 minutes, and SpO 2, FiO 2, PaO 2 were recorded. Group 2 consisted of patients with moderate to severe ARDS at the department of critical care medicine of People's Hospital of Diqing Tibetan Autonomous Prefecture (mean altitude about 3 200 m), and received oxygen with an attached reservoir mask to maintain SpO 2 of 0.90-0.96 for 10 minutes, and then SpO 2, FiO 2, and PaO 2 were recorded. Group 3 consisted of patients with mild to moderate-severe ARDS who admitted to the emergency department of the People's Hospital of Lijiang (average altitude approximately 2 200 m); when SpO 2 < 0.90, patients received oxygen with the oxygen storage mask, and the FiO 2 required to maintain SpO 2 ≥ 0.90 was recorded, and SpO 2, FiO 2, PaO 2 were recorded after oxygen inhalation for 10 minutes. Spearman coefficient was used to analyze the correlation between SpO 2/FiO 2 and PaO 2/FiO 2 in each group. Linear analysis was used to derive the linear equation between SpO 2/FiO 2 and PaO 2/FiO 2, and to evaluate arterial pH, arterial partial pressure of carbon dioxide (PaCO 2), FiO 2, tidal volume (VT), positive end-expiratory pressure (PEEP) and other related factors which would change the correlation between SpO 2/FiO 2 and PaO 2/FiO 2. The receiver operator characteristic curve (ROC curve) was plotted to calculate the sensitivity and specificity of using SpO 2/FiO 2 instead of PaO 2/FiO 2 to assess oxygenation of ARDS patients. Results:Group 1 consisted of 24 ARDS patients from whom 271 blood gas analysis results were collected; group 2 consisted of 14 ARDS patients from whom a total of 47 blood gas analysis results were collected; group 3 consisted of 76 ARDS patients, and a total of 76 blood gas analysis results were collected. The PaO 2/FiO 2 (mmHg, 1 mmHg = 0.133 kPa) in groups 1, 2 and 3 were 103 (79, 130), 168 (98, 195) and 232 (146, 271) respectively, while SpO 2/FiO 2 were 157 (128, 190), 419 (190, 445) and 319 (228, 446) respectively. Among the three groups, patients in group 1 had the lowest PaO 2/FiO 2 and SpO 2/FiO 2, while patients in group 3 had the highest. Spearman correlation analysis showed that PaO 2/FiO 2 was highly correlated with SpO 2/FiO 2 in groups 1, 2 and 3 ( r values were 0.830, 0.951, 0.828, all P < 0.05). Regression equation was fitted according to linear analysis: in group 1 SpO 2/FiO 2 = 58+0.97×PaO 2/FiO 2 ( R2 = 0.548, P < 0.001) ; in group 2 SpO 2/FiO 2 = 6+2.13×PaO 2/FiO 2 ( R2 = 0.938, P < 0.001); in group 3 SpO 2/FiO 2 = 53+1.33×PaO 2/FiO 2 ( R2 = 0.828, P < 0.001). Further analysis revealed that PEEP, FiO 2, and arterial blood pH could affect the correlation between SpO 2/FiO 2 and PaO 2/FiO 2. ROC curve analysis showed that the area under ROC curve (AUC) was 0.848 and 0.916 in group 1 with moderate to severe ARDS; based on the regression equation, the corresponding SpO 2/FiO 2 cut-off values at a PaO 2/FiO 2 of 100 mmHg and 200 mmHg were 155, 252 with a sensitivity of 84.9% and 100%, specificity of 87.2% and 70.6%, respectively. Patients with moderate to severe ARDS in group 2 (AUC was 0.945 and 0.977), the corresponding SpO 2/FiO 2 cut-off values at PaO 2/FiO 2 of 100 mmHg and 200 mmHg were 219 and 432 with the sensitivity of 100% and 85.2%, specificity of 82.5% and 100%, respectively. Patients with mild to moderate-severe ARDS in group 3 (AUC was 0.903 and 0.936), the corresponding SpO 2/FiO 2 cut-off values at a PaO 2/FiO 2 of 200 mmHg and 300 mmHg were 319 and 452 with the sensitivity of 100% and 100%, specificity of 80.9% and 86.2%, respectively. Conclusion:SpO 2/FiO 2 and PaO 2/FiO 2 in ARDS patients at different high altitudes in Yunnan Province have a good correlation, and non-invasive SpO 2/FiO 2 can be used to replace PaO 2/FiO 2 to assess the oxygenation in ARDS patients.

The prognosis of gastroesophageal junction cancer is relatively poor given its special location and biological behavior. Surgery is the main treatment for adenocarcinoma of esophagogastric junction (AEG), but there is no consensus on the surgical method in different Siewert types. Based on the NCCN guideline and large-scale study results, this review believes that thoracogastroesophageal gastrectomy may benefit patients with Siewert type. In contrast, for patients with Siewert III, partial or total gastrectomy is recommended. However, for Siewert Ⅱ patients, for surgical method we should consider tumor stage, tumor size, distance from the distal end to the junction of the stomach and esophagus, and other factors. No matter which surgical method is selected, R0 resection and thorough lymph node dissection are the most important factors affecting the prognosis. In addition, perioperative chemoradiotherapy or chemotherapy following surgery and adjuvant chemotherapy can benefit some patients at local regional advanced stage. For patients at advanced stage, targeted therapy and immunotherapy are an option of treatment.

Objective:To analyze the clinical feature of adult patients with infection-associated hemophagocytic syndrome (IAHS), and to improve the ability of clinicians to diagnose and treat IAHS.Methods:A retrospectively study was performed. The clinical data of 32 adult patients with IAHS admitted to the intensive care unit (ICU) of the First Affiliated Hospital of Kunming Medical University from July 2014 to November 2019 were analyzed. The general data, clinical manifestations, laboratory results, imaging findings, pathogen and clinical outcomes were collected, and the patients were divided into survival group and death group according to the 28-day prognosis. The clinical data between the two groups were compared, and multivariate Logistic regression analysis was used to analyze the variables with statistical significance in univariate analysis. The receiver operating characteristic (ROC) curve was drawn to analyze the predictive value of variables with statistical significance in univariate analysis for 28-day prognosis of adult patients with IAHS.Results:Among 32 adult patients with IAHS, there were 17 males (53.1%) and 15 females (46.9%). Eighteen patients were bacterial infection, most of which were Acinetobacter baumannii and Escherichia coli; 14 patients were viral infection, mainly EB virus; and the overall 28-day mortality was 62.5% (20/32). ① Compared with the survival group ( n = 12), the levels of white blood cell (WBC), neutrocyte (NEU), lymphocyte (LYM), platelet (PLT) and oxygenation index (OI) in the death group ( n = 20) were lower, while the levels of aspartate aminotransferase (AST), K +, serum ferritin (SF) and lactate dehydrogenase (LDH) were higher [WBC (×10 9/L): 3.90±3.36 vs. 9.57±6.48, NEU (×10 9/L): 2.69±2.09 vs. 7.01±6.34, LYM (×10 9/L): 0.36 (0.23, 0.84) vs. 1.24 (0.61, 2.36), PLT (×10 9/L): 51.15±27.60 vs. 108.42±80.26, OI (mmHg, 1 mmHg = 0.133 kPa): 134.0 (77.5, 192.0) vs. 292.0 (187.0, 329.0), AST (U/L): 254.00 (67.80, 452.50) vs. 85.50 (38.38, 111.25), K + (mmol/L): 4.06 (3.65, 4.51) vs. 3.52 (3.26, 3.76), SF (μg/L): 6 290.0 (1 851.0, 13 904.8) vs. 1 777.1 (1 228.5, 3 486.3), LDH (μmol·s -1·L -1): 19.3 (11.9, 27.0) vs. 9.8 (6.9, 11.1), all P < 0.05]. In death group, duration of having a fever after admission was prolonged [days: 13.5 (9.0, 17.2) vs. 6.0 (2.5, 8.0), P < 0.05] and the incidence of cyanosis was higher (40.0% vs. 0%, P < 0.05). There was no significant difference in other indicators between the two groups. ② Multivariate Logistic regression analysis showed that low OI combined with high LDH were risk factors for 28-day mortality of adult patients with IAHS [odds ratio ( OR) was 0.967 and 1.007, respectively, both P < 0.05].③ It was shown by ROC curve analysis that WBC, NEU, AST, SF, LDH and OI had predictive value for 28-day prognosis of adult patients with IAHS (both P < 0.05), and the area under ROC curve (AUC) of OI and LDH was higher, that was both 0.847. When the best cut-off of OI was 145.5 mmHg, the sensitivity was 63.2%, and the specificity was 100%. When the best cut-off of LDH was 13.4 μmol·s -1·L -1, the sensitivity was 72.2%, and the specificity was 91.7%. Conclusion:OI < 145.5 mmHg, and LDH > 13.4 μmol·s -1·L -1 were significant predictors for poor 28-day prognosis of adult patients with IAHS.

Objective: To investigate the current situation of clinical nurses′ caring behavior and patients′ perception of caring, to understand the level of nursing care behavior and analyze the influencing factors, and to discuss the relationship between patients′ perception of caring and clinical nurses′ caring behavior. Methods: The convenience sampling method was used to investigate clinical nurses and inpatients from October to December 2018. The Caring Behavior Checklist was used to observe nurses' nursing care behavior, and the Client Perception of Caring Scale was used to investigate patients' perception of Caring. Results: A total of 132 clinical nurses were observed and 132 patients were investigated. The score of verbal caring behavior was (3.36±1.44) points (out of a possible 7 points), and the score of non-verbal caring behavior was (2.33±1.07) points (out of a possible 5 points).The overall score of Caring Behavior Checklist was (5.70±2.03) points (out of a possible 12 points). Nurses aged 26-35 (6.42±2.07) points had a higher level of nursing care behavior than nurses of other age groups, and the difference was statistically significant (F=3.902, P<0.05).N1 nurses had a higher level of nursing care behavior than nurses at other levels, it was (7.72±2.30) points, and the difference was significant (F=14.290, P<0.05). There was no significant difference in caring behavior level among nurses with different gender, departments, education backgrounds, academic titles and nursing ages (P>0.05). The overall score of Client Perception of Caring Scale was (43.49 ±3.84) (out of a possible 60 points), and there was a high positive correlation between client perception of caring and nursing care behavior (r=0.720, P<0.05). Conclusions The level of clinical nurses′ caring behavior is low, and the training of caring knowledge, belief and behavior should be carried out to promote nurses′ caring behavior, so as to further improve client perception of caring.

Purpose To study the clinicopathological characteristics of primary pancreatic neuroendocrine neoplasms. Method 60 cases of resected pancreatic neuroendocrine neoplasms according to the WHO (2010) classification of the digestive system of neuroen-docrine tumor to evaluate morphological standard, and combining with the literature to discuss the clinicopathological characteristics. Results Among the 60 cases, 23 cases were male patients, the rest were females, with male and female ratio of 1 ∶ 1. 61. The age of the patients were ranged from 19 to 69 years, with mean age of 49. 38 ± 11. 60 years. Tumor maximum diameter ranged from 0. 5 to 16 cm, and the mean diameter was 3. 29 ± 3. 53 cm. 30 cases located in the pancreatic head, 27 cases in the body and end of the pancre-as and 3 cases in the neck. Pathological examination showed the G1 (24 cases), G2 (25 cases), G3 (9 cases), and mixed adenon-euroendocrine carcinoma ( MANEC) in 2 cases. Immunohistochemical staining showed that NSE, CgA, Syn, and CD56 were diffusely positive expression. 45 patients were followed up for 4~80 months, 7 cases died, of which 1 case was G2, 4 cases were G3, and 2 ca-ses were MANEC. Conclusion Primary pancreatic neuroendocrine neoplasms is a relatively rare pancreatic malignant tumor, and the diagnosis is based primarily on histologic features and immunohistochemical examination. Accurate pathological assessment has impor-tant value to guide clinical treatment and prognosis.

Cell Differentiation ; Humans ; Stem Cells ; Tooth ; cytology