Objective To explore the accuracy of machine learning algorithms based on SHOX2 and RASSF1A methylation levels in predicting early-stage lung adenocarcinoma pathological types. Methods A retrospective analysis was conducted on formalin-fixed paraffin-embedded (FFPE) specimens from patients who underwent lung tumor resection surgery at Affiliated Hospital of Nantong University from January 2021 to January 2023. Based on the pathological classification of the tumors, patients were divided into three groups: a benign tumor/adenocarcinoma in situ (BT/AIS) group, a minimally invasive adenocarcinoma (MIA) group, and an invasive adenocarcinoma (IA) group. The methylation levels of SHOX2 and RASSF1A in FFPE specimens were measured using the LungMe kit through methylation-specific PCR (MS-PCR). Using the methylation levels of SHOX2 and RASSF1A as predictive variables, various machine learning algorithms (including logistic regression, XGBoost, random forest, and naive Bayes) were employed to predict different lung adenocarcinoma pathological types. Results A total of 272 patients were included. The average ages of patients in the BT/AIS, MIA, and IA groups were 57.97, 61.31, and 63.84 years, respectively. The proportions of female patients were 55.38%, 61.11%, and 61.36%, respectively. In the early-stage lung adenocarcinoma prediction model established based on SHOX2 and RASSF1A methylation levels, the random forest and XGBoost models performed well in predicting each pathological type. The C-statistics of the random forest model for the BT/AIS, MIA, and IA groups were 0.71, 0.72, and 0.78, respectively. The C-statistics of the XGBoost model for the BT/AIS, MIA, and IA groups were 0.70, 0.75, and 0.77, respectively. The naive Bayes model only showed robust performance in the IA group, with a C-statistic of 0.73, indicating some predictive ability. The logistic regression model performed the worst among all groups, showing no predictive ability for any group. Through decision curve analysis, the random forest model demonstrated higher net benefit in predicting BT/AIS and MIA pathological types, indicating its potential value in clinical application. Conclusion Machine learning algorithms based on SHOX2 and RASSF1A methylation levels have high accuracy in predicting early-stage lung adenocarcinoma pathological types.

ObjectiveTo obtain the gene sequences of major histocompatibility complex (MHC ) Ⅱgenes of Wuzhishan pigs, analyze their genetic information, and explore the biological functions of their MHC system. MethodsSpleen samples were collected from 3 adult male Wuzhishan pigs. Primers were designed according to MHCⅡ gene sequences, and the coding sequences of Wuzhishan pig MHCⅡ genes were amplified by RT-PCR. Sanger sequencing was performed to determine the full-length sequences. Bioinformatics tools were employed to analyze the physicochemical properties, phylogenetic relationships, conserved motifs, structural domains, chromosomal localization, and syntenic relationships of these genes. ResultsEight MHCⅡ genes were identified in Wuzhishan pigs, designated as SLA-DRA, SLA-DQA, SLA-DQB, SLA-DRB, SLA-DOB, SLA-DMB, SLA-DMA and SLA-DOA. The full-length sequences of these genes were determined by Sanger sequencing and subsequently deposited in GenBank under accession numbers PQ182796, PQ182797, PQ182798, PQ182799, PQ182800, PQ182801, PQ182802, and PQ164779. Phylogenetic analysis showed that the six MHCⅡ genes of Wuzhishan pigs clustered separately from their counterparts in Duroc, Meishan, Large White, and Bama pigs, indicating distinct evolutionary trajectories. Bioinformatics analysis demonstrated that most MHC Ⅱ proteins were hydrophobic, with molecular weights ranging from 27 700 to 30 000 Da. Genes within the same subregion shared conserved motifs. Specifically, four MHCⅡ proteins encoded by SLA-DQB, SLA-DRB, SLA-DOB, and SLA-DMB contained the MHCⅡβ conserved domain, while those encoded by the genes SLA-DRA, SLA-DQA, SLA-DMA, and SLA-DOA contained the MHCⅡα conserved domain. The eight MHCⅡ genes were scattered along the long arm of chromosome 7 in the Wuzhishan pigs, exhibiting syntenic relationships with three human genes and five Duroc pig genes. ConclusionThe MHCⅡ genes of Wuzhishan pigs may possess a unique evolutionary origin.

ObjectiveTo obtain the gene sequences of major histocompatibility complex (MHC ) Ⅱgenes of Wuzhishan pigs, analyze their genetic information, and explore the biological functions of their MHC system. MethodsSpleen samples were collected from 3 adult male Wuzhishan pigs. Primers were designed according to MHCⅡ gene sequences, and the coding sequences of Wuzhishan pig MHCⅡ genes were amplified by RT-PCR. Sanger sequencing was performed to determine the full-length sequences. Bioinformatics tools were employed to analyze the physicochemical properties, phylogenetic relationships, conserved motifs, structural domains, chromosomal localization, and syntenic relationships of these genes. ResultsEight MHCⅡ genes were identified in Wuzhishan pigs, designated as SLA-DRA, SLA-DQA, SLA-DQB, SLA-DRB, SLA-DOB, SLA-DMB, SLA-DMA and SLA-DOA. The full-length sequences of these genes were determined by Sanger sequencing and subsequently deposited in GenBank under accession numbers PQ182796, PQ182797, PQ182798, PQ182799, PQ182800, PQ182801, PQ182802, and PQ164779. Phylogenetic analysis showed that the six MHCⅡ genes of Wuzhishan pigs clustered separately from their counterparts in Duroc, Meishan, Large White, and Bama pigs, indicating distinct evolutionary trajectories. Bioinformatics analysis demonstrated that most MHC Ⅱ proteins were hydrophobic, with molecular weights ranging from 27 700 to 30 000 Da. Genes within the same subregion shared conserved motifs. Specifically, four MHCⅡ proteins encoded by SLA-DQB, SLA-DRB, SLA-DOB, and SLA-DMB contained the MHCⅡβ conserved domain, while those encoded by the genes SLA-DRA, SLA-DQA, SLA-DMA, and SLA-DOA contained the MHCⅡα conserved domain. The eight MHCⅡ genes were scattered along the long arm of chromosome 7 in the Wuzhishan pigs, exhibiting syntenic relationships with three human genes and five Duroc pig genes. ConclusionThe MHCⅡ genes of Wuzhishan pigs may possess a unique evolutionary origin.

Objective:To understand the current status of the use of aspirin in perioperative period of thoracic surgery in China and the awareness of thoracic surgeons on the prevention and treatment of arterial thromboembolic diseases during the perioperative period.Methods:A survey was conducted among thoracic surgeons nationwide using an electronic questionnaire through a software platform from January 20, 2024 to February 29, 2024. The questionnaire mainly included three parts: basic information, aspirin use, and awareness of arterial thromboembolic diseases, with a total of 27 questions.Results:A total of 1318 valid questionnaires were collected, covering all 33 provincial administrative regions except Taiwan. 69.7%(919/1 318) of thoracic surgeons stopped using aspirin for all patients before surgery; differences could be found in the timing of aspirin withdrawal before surgery and resumption after surgery. 65.1%(858/1 318) of surgeons made perioperative medication decisions based on domestic guidelines or consensus, while 20.9%(276/1 318) of surgeons based their decisions on departmental or personal experience. 87.9%(1 159/1 318) of surgeons believed that it is necessary to develop guidelines for the prevention of arterial thromboembolic diseases in the perioperative period of thoracic surgery.Conclusion:The current use strategy of aspirin in the perioperative period of thoracic surgery in China shows a high degree of inconsistency, and there are also significant differences in the awareness of arterial thromboembolic diseases. It is necessary to establish guidelines for the prevention and treatment of arterial thromboembolic diseases in the perioperative period.

Since the outbreak of COVID-19 pandemic, a large number of elective or limited operations, including tumor treatment, have been postponed. With the deepening of the understanding of the virus and the change of the prevention policy, the impact of the pandemic is gradually shrinking, and a large number of operations delayed by the pandemic will be rescheduled. However, there is no consensus on the best time to perform surgery for patients infected with SARS-CoV-2, and the consensus on thoracic surgery is more limited. This article reviews the research progress in the timing of surgical operations, especially thoracic surgery, after SARS-CoV-2 infection.

Objective:To investigate the surgical methods and clinical effects of free superficial peroneal artery perforator flap in repairing small and medium-sized thermal crush injury wounds in the hand.Methods:A retrospective observational study was conducted. From August 2018 to December 2021, 12 patients (19 wounds) with small and medium-sized thermal crush injury in the hand who met the inclusion criteria were hospitalized in Suzhou Ruihua Orthopaedic Hospital, including 5 males and 7 females, aged from 30 to 54 years. The area of the wound was from 2.5 cm×2.0 cm to 14.0 cm×3.5 cm, and all the wounds were repaired by using free superficial peroneal artery perforator flaps from lower leg on one side (including single flap, multiple flaps, and multiple flaps with one pedicle resected from the same donor site). The area of the flap was from 3.5 cm×3.0 cm to 16.0 cm×4.0 cm. The wound in the donor site was sutured directly. The vascular crisis and survival of the flap were observed after operation. The texture, appearance, color, hyperpigmentation, sensation, and two-point discrimination of the flap repaired area were followed up, as well as the hyperplasia of scar and pain condition in the donor and recipient sites. At the last follow-up, the curative effect of flap repair was evaluated by the comprehensive evaluation scale, and the extension and flexion functions of the reserved digital joint were evaluated by the total active movement systematic evaluation method recommended by American Academy for Surgery of Hand.Results:One flap developed arterial crisis on the first day after operation but survived after timely exploration. The other 18 flaps survived successfully after operation. Follow-up of 4 to 24 months after operation showed good texture and appearance in the flap repaired area; the color of the flap repaired area was similar to that of the normal skin around the recipient site, without pigmentation; the protective sensation was restored in all cases, but there was no two-point discrimination; there was no obvious hypertrophic scarring or pain in the donor or recipient site. At the last follow-up, the curative effect of flap repair was evaluated with 3 flaps being excellent and 16 flaps being good; the extension and flexion functions of the reserved digital joint were also assessed, being excellent in 8 fingers, good in 9 fingers, and fair in 2 fingers.Conclusions:The blood supply of superficial peroneal artery perforator flap is sufficient and reliable, and multiple flaps of this type or multiple flaps with one pedicle can be resected from one donor site. The use of this flap to repair small and medium-sized thermal crush injury wounds in the hand results in minimal damage to the donor area, and good postoperative appearance and texture of the flap.

Objective:To investigate the predictive value of 18F-FDG PET-CT in the conversion from thoracoscopic lobectomy to thoracotomy for non-small cell lung cancer (NSCLC). Methods:The clinical data, CT and PET-CT images of 193 patients with primary NSCLC undergoing thoracoscopic surgery from January 2014 to June 2021 at China-Japan Friendship Hospital were retrospectively analyzed. All patients were divided into 45 cases who were converted to thoracotomy (the conversional group) and 148 cases who were not converted to thoracotomy (the non-conversional group). Univariate analysis was performed on clinicopathological characteristics and image parameters. Multivariate logistic regression was used to analyze the factors affecting the conversion to thoracotomy. Taking the final conversion to thoracotomy or not as the gold standard, the predictive effect of variables in the conversion to thoracotomy was analyzed through the receiver operating characteristic (ROC) curve. Delong test was used to compare the area under the curve (AUC) predicted by all variables.Results:In the conversional group, the proportion of peribronchial lymph node (PLN), peribronchial cuffs of soft (PCS), pleural calcification, pulmonary nodule calcification, PLN or PCS calcification or increased density on chest CT was higher than that in the non-conversional group (all P<0.05); and the maximum standardized uptake value (SUV max) of PET in the conversional group was higher compared with that in the non-conversional group ( P<0.001). Univariate logistic regression analysis suggested age ( OR = 4.663,95% CI 2.191- 9.923, P < 0.001) and PLN or PCS density of chest CT scan ( OR = 2.824, 95% CI 1.791-7.303, P < 0.001) were independent influencing factors of the conversion from thoracoscopic lobectomy to thoracotomy. ROC analysis showed that the effect of the conversion to thoracotomy predicted by the combination of 18F-FDG PET and chest CT [AUC = 0.891 (95% CI 0.831-0.951); the optimal cut-off value of SUV max and CT was 3.45, 70 Hu: the sensitivity was 84.4%, the specificity was 83.8%] was better than that by chest CT alone [AUC = 0.678 (95% CI 0.591-0.766); the optimal cut-off value of CT was 70 Hu: the sensitivity was 62.2%, the specificity was 62.8%; P < 0.001] and by age [AUC = 0.625 (95% CI 0.532-0.719); the optimal cut-off value was 65.5 years: the sensitivity was 75.6%, the specificity was 60.1%; P < 0.001]. Conclusions:PLN or PCS density on chest scan and age are valuable in predicting the conversion from thoracoscopic lobectomy to thoracotomy for NSCLC patients. The combination of PET and CT has an additional role in predicting the conversion to thoracotomy during thoracoscopic lobectomy.

Objective:To investigate the short-term efficacy of thoracoscopic radical surgery in the treatment of esophageal cancer and its influence on the expression of trigger receptor-1 (TRE-1) and tumor necrosis factor receptor-associated protein 1 (TRAP1).Methods:A total of 68 patients with esophageal cancer who were admitted to First People′s Hospital of Ningyang from June 2016 to June 2019 were selected and divided into thoracoscope radical surgery group and raditional surgery group by stratified sampling method, with 34 cases in each group. The thoracoscopic radical surgery group was treated with thoracoscopic radical surgery, and the traditional surgery group was treated with traditional open radical esophageal cancer surgery with neck, chest, and abdominal incisions. The levels of inflammatory factors, immune function, lung function indexes, TREM-1, TRAP1 expression and complications of the two groups were observed and compared.Results:Before operation, the levels of inflammatory factors tumor necrosis factor (TNF)-α, interleukin (IL)-6, IL-10 in two groups had no significant differences ( P>0.05). At 2 d after operation, the levels of TNF-α, IL-6, IL-10 in two groups were increased and the levels of above index in the thoracoscopic radical surgery group were lower than those in the traditional surgery group: (23.21 ± 0.32) mg/L vs. (29.69 ± 0.48) mg/L, (232.15 ± 23.64) ng/L vs. (246.73 ± 25.89) ng/L, (0.64 ± 0.19) ng/L vs. (0.89 ± 0.21) ng/L, and there were statistical differences ( P<0.05). Before operation, the levels of CD 3+, CD 4+, CD 8+, and CD 4+/CD 8+ in two groups had no significant differences ( P>0.05). At 2 d after operation, the levels of CD 3+, CD 4+, CD 8+ decreased and the level of CD 4+/CD 8+ increased, and the levels of CD 3+, CD 4+, CD 8+, CD 4+/CD 8+ in the thoracoscopic radical surgery group were higher than those in the traditional surgery group: (46.78 ± 1a2.43)% vs. (41.32 ± 9.36)%, (46.12 ± 9.68)% vs. (41.59 ± 7.98)%, (27.42 ± 4.27)% vs. (21.38 ± 3.16)%, 1.47 ± 0.46 vs. 1.25 ± 0.27, and there were statistical differences ( P<0.05). Before operation, the levels of forced expiratory volume in one second (FEV 1), forced vital capacity (FVC), FEV 1/FVC in two groups had no significant differences ( P>0.05). At 2 day after operation, the levels of FEV 1, FVC, FEV 1/FVC in two groups decreased, and the levels of FEV 1, FVC, FEV 1/FVC in the thoracoscopic radical surgery group were higher than those in the traditional surgery group: (2.37 ± 0.72) L vs. (1.82 ± 0.53) L, (3.34 ± 1.06) L vs. (2.43 ± 0.82) L, (62.47 ± 15.26)% vs. (53.67 ± 12.28)%, and there were statistical differences ( P<0.05).Before operation, the expression of TREM-1 and TRAP1 in two groups had no significant differences ( P>0.05). At 2 d after operation, the expression of TREM-1in the thoracoscopic radical surgery group was higher than that of traditional surgery group: (141.56 ± 34.69 vs. 121.54 ± 22.75); the expression of TRAP1 was lower than that of the traditional surgery group: (1.63 ± 0.51 vs. 2.11 ± 0.64), and there were statistical differences ( P<0.05). The postoperative complication rate of the thoracoscopic radical surgery group was lower than that of the traditional surgery group:5.88%(2/34) vs. 23.53%(8/34), and there was statistical difference ( χ2=4.221, P=0.040). Conclusions:The short-term efficacy of thoracoscopic radical surgery in the treatment of esophageal cancer is better than that of the traditional surgery group, which can increase the expression of TREM-1, reduce the expression of TRAP1, and reduce the inflammatory response and the impact on the immune function.

BACKGROUND: Lung cancer and chronic obstructive pulmonary disease (COPD) are both common diseases in respiratory system and the leading causes of deaths worldwide. The purpose of this study was to determine whether the severity of COPD affects long-term survival in non-small cell lung cancer (NSCLC) patients after surgical resection. METHODS: A retrospective research was performed on 421 consecutive patients who had undergone lobectomy for NSCLC. Classification of COPD severity was based on guidelines of the Global Initiative for Chronic Obstructive Lung Disease (GOLD). Characteristics among the three subgroups were compared and recurrence-free survivals were analyzed. RESULTS: A total of 172 patients were diagnosed with COPD, 124 as mild (GOLD-1), 46 as moderate(GOLD-2), and 2 as severe (GOLD-3). The frequencies of recurrence were significantly higher in higher COPD grades group (P<0.001). Recurrence-free survival at five years were 78.1%, 70.4%, and 46.4% in Non-COPD, GOLD-1 COPD, and GOLD-2/3 COPD groups, respectively (P<0.001). In univariate analysis, age, gender, smoking history, COPD severity, tumor size, histology and pathological stage were associated with recurrence-free survival. Multivariate analyses showed that older age, male, GOLD-2/3 COPD, and advanced stage were independent risk factors associated with recurrence-free survival. CONCLUSIONS NSCLC patients with COPD are at higher risk for postoperative recurrence, and moderate/severe COPD is an independent unfavorable prognostic factor. The severity of COPD based on pulmonary function test can be a useful indicator to identify patients at high risk for recurrence. Therefore, it can contribute to adequate selection of the appropriate individualized treatment.
Adult ; Aged ; Aged, 80 and over ; Carcinoma, Non-Small-Cell Lung ; complications ; mortality ; physiopathology ; surgery ; Female ; Humans ; Lung Neoplasms ; complications ; mortality ; physiopathology ; surgery ; Male ; Middle Aged ; Multivariate Analysis ; Pulmonary Disease, Chronic Obstructive ; complications ; mortality ; physiopathology ; Respiratory Function Tests ; Retrospective Studies

Objective To analyze the risk factors of blood vessel invasion in stage Ⅰ non-small cell lung cancer (NSCLC).Methods A retrospective analysis of 166 patients with stage Ⅰ NSCLC who underwent surgical resection and pathological diagnosis from January 2016 to March 2018 in China-Japan Friendship Hospital was conducted.The presence of blood vessel invasion in tumor tissue was detected by immunohistochemistry.Clinicopathological factors which may affect blood vessel invasion were evaluated by univariate analysis and multiple logistic regression analysis.For statistically significant factors revealed by multivariate analysis,the diagnostic efficiency and best cut-off point were calculated by the receiver operating characteristic curve.Results The univariate analysis identified that the smoking history (P =0.020),maximum standardized uptake value (SUVmax) (P =0.001),tumor diameter (P =0.001),TNM stage (P =0.002),and lymphatic invasion (P =0.023) were factors affecting blood vessel invasion status.Multivariate analysis showed that SUVmax was an independent risk factor for blood vessel invasion (OR =1.097,95 ％ CI 1.014-1.187,P =0.021).The preoperative SUVmax of primary tumor was a predictor for blood vessel invasion with the highest diagnostic accuracy at a cut-off value of 4.85,the sensitivity and specificity were 66.0 ％ and 71.7 ％,respectively.Conclusion The SUVmax is an independent predictor for blood vessel invasion in stage Ⅰ NSCLC,and the risk of blood vessel invasion rises with the increase of SUVmax.