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Objective:To explore the effects of multi-disciplinary nutrition support team on nutritional status and quality of life in lung cancer patients undergoing chemotherapy, so as to provide reference for the formulation of nutritional intervention plans for lung cancer patients undergoing chemotherapy.Methods:This was a quasi experimental study. A total of 74 patients with lung cancer undergoing chemotherapy in Jinshan Hospital of Fudan University from February 2021 to July 2022 were selected as the research object by convenient sampling method. They were divided into two groups according to their admission time, 37 cases of patients from February to August 2021 for the control group, using conventional nursing interventions, 37 cases of patients from September 2021 to July 2022 for the observation group, with multi-disciplinary nutrition support team. A follow-up was conducted for three chemotherapy cycles, serum nutrition indicators and quality of life were compared between the two groups.Results:There were 27 males and 10 females in the control group, aged (68.14 ± 6.82) years old. There were 30 males and 7 females in the observation group, aged (65.92 ± 9.17) years old. There was no significant difference in the serum nutrition indicators and quality of life before intervention between the two groups (all P>0.05). The serum total protein, albumin and prealbumin levels in the observation group were (69.41 ± 5.87), (38.11 ± 4.04) g/L, and (243.57 ± 67.58) mg/L, which were higher than those in the control group (65.54 ± 8.33), (35.78 ± 5.39) g/L, and (200.84 ± 60.84) mg/L, the differences were statistically significant ( t=-2.31, -2.10, -2.86, all P<0.05). After intervention, the observation group showed higher scores for emotional function and overall health/life quality, with (88.29 ± 16.72), (60.36 ± 13.24) points, compared to the control group with (76.80 ± 17.58), (46.40 ± 16.38) points. The scores for fatigue, nausea/vomiting, insomnia, and loss of appetite were (34.53 ± 22.19), (11.26 ± 8.83), (20.72 ± 16.39), (24.32 ± 18.67) points in the observation group, which were lower than the scores in the control group (45.65 ± 22.95), (25.68 ± 18.67), (36.94 ± 23.29), (40.54 ± 22.41) points, all the differences were statistically significant ( t values were -4.03-4.24, all P<0.05). Conclusions:During chemotherapy in lung cancer patients, the multidisciplinary nutrition support team has been shown to significantly improve the patients′ nutritional status and enhance their quality of life.
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Objective:To construct a postoperative exercise management program for elderly patients with lung cancer based on social cognitive theory, and to provide guidance for improving the postoperative exercise ability of elderly patients with lung cancer.Methods:Systematically searched UpToDate, PubMed, Web of Science, Cochrane Library, Medlive, Wanfang, CNKI and other databases for relevant literature on postoperative rehabilitation exercise for elderly patients with lung cancer, with the search time from the establishment of the database to February 13, 2023. Guided by social cognitive theory, a preliminary draft of the postoperative exercise management program for elderly patients with lung cancer was prepared based on the literature research, and the final draft was formed after revising the program content through expert meeting method.Results:The questionnaire recovery rate of expert meeting method was 12/12; the expert authority coefficient was 0.892; the importance coefficient of variation of each item was 0-0.150; the Kendall coordination coefficient was 0.262 ( P<0.001); the final exercise management program included 5 first-level items, 18 second-level items and 42 third-level items. Conclusions:The process of constructing the postoperative exercise management program for elderly patients with lung cancer has scientificity and reliability, and the content has rationality and comprehensiveness, which can provide guidance for improving the postoperative exercise rehabilitation of elderly patients with lung cancer.
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Objective:To investigate applications of cold peppermint water spray in patients undergoing thoracoscopic pulmonary lobectomy, so as to establish a effectively thirst management strategy for patients.Methods:By a randomized controlled study method, a total of 100 patients undergoing thoracoscopic pulmonary lobectomy in Xiaogan Central Hospital from May 2022 to May 2023 were convenient collected, they were assigned to experimental group and control group according to the random number table method, with 50 cases in each group. Both groups were implemented routine nursing care, in additional, cold pure water spray (6-10 ℃) was carried out in the control group, while cold peppermint water spray (6-10 ℃) therapy was implemented in the experimental group. The clinical effect was compared by thirst score, salivary flow rate, lip mucosa moistening degree and oral comfort score between the two groups.Results:There were 28 males and 22 females in the control group, aged (58.30 ± 16.64) years old; 30 males and 20 females in the experimental group, aged (58.66 ± 16.68) years old. At 1, 2, 4, 6 h after intervention, the thirst scores were (5.96 ± 1.58), (5.08 ± 1.37), (4.48 ± 1.18), (3.76 ± 0.72) points in the experimental group, lower than those in the control group (6.78 ± 1.04), (5.60 ± 1.09), (5.10 ± 1.16), (4.52 ± 1.09) points, the differences were statistically significant ( t values were 2.10-4.11, all P<0.05). At 2, 4, 6 h after intervention, the salivary flow rate were (0.21 ± 0.04), (0.23 ± 0.05), (0.30 ± 0.08) ml/min in the experimental group, higher than those in the control group (0.18 ± 0.06), (0.19 ± 0.06), (0.21 ± 0.08) ml/min, the differences were statistically significant ( t=2.31, 3.22, 6.57, all P<0.05). At 2, 4, 6 h after intervention, the lip mucosa moistening scores were (2.52 ± 0.93), (2.26 ± 0.75), (1.82 ± 0.83) points in the experimental group, lower than those in the control group (2.98 ± 0.84), (2.88 ± 0.85), (2.30 ± 0.76) points, the differences were statistically significant ( t=2.59, 3.87, 2.38, all P<0.05). At 3, 6 h after intervention, the oral comfort scores were (4.54 ± 0.39), (5.68 ± 1.67) points in the experimental group, higher than in the control group (3.62 ± 0.21), (4.76 ± 1.22) points, the differences were statistically significant ( t=3.19, 3.14, both P<0.05). Conclusions:Cold peppermint water spray can effectively improve the thirst of patients undergoing thoracoscopic pulmonary lobectomy, improve the oral comfort of patients, and provide new ideas for clinical medical staff to care for patients with thirst.
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Objective:To explore the mediating chain effect between attachment and coping style of disease perception and hope in patients with advanced lung cancer, and to provide theoretical basis for improving coping style in patients with advanced lung cancer.Methods:From October 2021 to June 2022, 354 patients with advanced lung cancer in the First and Second Affiliated Hospitals of Anhui Medical University were selected by convenience sampling. The general information questionnaire, the Experiences in Close Relationships Inventory, the Brief Illness Perception Questionnaire, the Herth Hope Index, and the Medical Coping Modes Questionnaire were used to conduct cross-sectional questionnaire survey. SPSS 25.0 software and Bootstrap method were used to construct and verify the chain mediation model.Results:Finally, 336 patients with advanced lung cancer were included, including 214 males and 122 females, aged 27-79(59.43 ± 8.61) years old. Attachment avoidance score was (3.31 ± 1.01) points, attachment anxiety score was (3.86 ± 1.17) points, illness perception score was (40.07 ± 12.01) points, hope score was (34.05 ± 5.87) points, and face coping score was (18.75 ± 5.34) points in patients with advanced lung cancer. The avoidance coping score was (15.47 ± 1.97) points, and the yielding coping score was (9.62 ± 3.85) points. In patients with advanced lung cancer, attachment avoidance and attachment anxiety were positively correlated with yield coping ( r=0.448, 0.747, both P<0.01), positively correlated with illness perception ( r=0.356, 0.627, both P<0.01), and negatively correlated with hope ( r=-0.406, -0.670, both P<0.01). Illness perception was positively correlated with yield coping ( r=0.744, P<0.01), and negatively correlated with hope ( r=-0.628, P<0.01). Hope was negatively correlated with yield response ( r=-0.769, P<0.01). The mediation model showed that the chain mediating effect of attachment avoidance, illness perception, hope and yield coping was significant in patients with advanced lung cancer, with an effect value of 0.009 and an effect size of 13.95%. The chain mediating effect of attachment anxiety, illness perception, hope and yield coping were significant, with an effect value of 0.010 and an effect size of 8.27%. Conclusions:Attachment can not only directly predict submission coping in advanced lung cancer patients, but also indirectly predict submission coping through the chain mediation of illness perception and hope.
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Objective:To search and summarize the best evidence for preoperative prehabilitation in patients with lung cancer complicated by chronic obstructive pulmonary disease and to inform the management of preoperative prehabilitation in patients with lung cancer combined with COPD by clinical providers.Methods:Systematically guideline websites, professional society websites, evidence-based databases, and comprehensive databases were searched for types of literature including clinical decision making, guidelines, expert consensus, evidence summaries, systematic evaluations, Meta-analyses, and randomized controlled trials. The time for the retrieval was from the inception of databases until October 31th, 2023. And the quality of the included literature was evaluated and evidence was extracted, evaluated the quality of the included literature, and extracted evidence.Results:Finally, 18 articles were included, including 8 guidelines, 8 expert consensus, and 2 systematic reviews. Summarized the 30 best evidence in 4 areas of prerehabilitation: need, timing, location, content (including smoking cessation management, respiratory exercise, exercise, nutritional support, and medication management).Conclusions:This study summarizes the best evidence for preoperative prehabilitation in patients with lung cancer combined with chronic obstructive pulmonary disease, and healthcare professionals should be mindful of the need to develop preoperative prehabilitation protocols judiciously, taking into account the specific clinical context during the subsequent translation of the evidence to the clinic.
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Objective:To investigate the changes in peripheral blood angiotensin-converting enzyme 2 (ACE2), high mobility group protein B1 (HMGB1) and interleukin 33 (IL-33) levels and their clinical significance in patients with primary lung cancer complicated by lung infection after surgery.Methods:The clinical data of 92 primary lung cancer patients treated at Longchang People′s Hospital from August 2018 to February 2021 were retrospectively collected, they were underwent radical lung cancer surgery, and were divided into the pulmonary infection group(27 cases) and the non-pulmonary infection group(65 cases) according to whether the patients had postoperative complications of pulmonary infection. The clinical data, peripheral blood ACE2, HMGB1 and IL-33 levels before and after surgery between the two groups were compared. The risk factors associated with postoperative pulmonary infection were analyzed by Lasso regression and Logistic regression. The predictive value of pulmonary infection was analyzed by receiver operating characteristic (ROC) curve. The cut-off values of peripheral blood ACE2, HMGB1 and IL-33 in the ROC curve were used as the boundary to divide the high level group and low level group, and the Kaplan-Meier survival curve was drawn to compare the survival rates of patients with high levels and low levels of peripheral blood ACE2, HMGB1 and IL-33.Results:The incidence of chronic obstructive pulmonary disease in the pulmonary infection group was higher than that in the non-pulmonary infection group: 40.74%(11/27) vs. 15.38%(10/65), there was statistical difference ( χ2 = 6.96, P<0.05). The levels of postoperative peripheral blood ACE2, HMGB1 and IL-33 in the pulmonary infection group were higher than those in the non-pulmonary infection group: (36.87 ± 9.87) mg/L vs. (25.94 ± 8.69) mg/L, (24.49 ± 8.14) μg/L vs. (16.74 ± 5.07) μg/L, (51.48 ± 8.25) ng/L vs. (39.88 ± 6.85) ng/L, there were statistical differences ( P<0.05). The results of Lasso regression and Logistic regression showed that the chronic obstructive pulmonary disease, postoperative peripheral blood ACE2, HMGB1 and IL-33 levels were independent risk factors for postoperative complications of pulmonary infection in patients with primary lung cancer ( P<0.05). The results of ROC curve showed that the area under the curve(AUC) values for postoperative peripheral blood ACE2, HMGB1 and IL-33 levels predicting postoperative complications of lung infection were 0.705, 0.821 and 0.768, respectively, and the AUC for the combination was 0.935. The risk of death in patients with high levels of postoperative peripheral blood ACE2, HMGB1 and IL-3 were 7.500, 4.874 and 2.857 times than the patients with low levels. Conclusions:Postoperative peripheral blood ACE2, HMGB1 and IL-3 levels in patients with primary lung cancer are important factors for pulmonary infection, which can be used for early prediction and evaluation after operation.
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Objective:To explore the effects of phased goal directed fluid therapy (GDFT) during anesthesia surgery on tissue perfusion and cognitive function in patients undergoing radical lung cancer surgery.Methods:A total of 108 lung cancer patients were prospectively selected and randomly divided into a control group and a study group using a random number table method. The control group received classical restrictive liquid therapy, while the study group received staged GDFT. We compared the surgical time, intraoperative blood loss, colloid fluid dosage, crystalloid fluid dosage, total output, and urine volume between two groups of patients; Two groups of patients were compared in terms of oxygenation index (OI), respiratory index (RI), central venous oxygen saturation (ScvO 2), lactate (Lac), central venous arterial carbon dioxide partial pressure difference (Pcv-aCO 2), oxygen supply index (DO 2I), and oxygen uptake rate (O 2ERe) before anesthesia induction (T 0), before single lung ventilation (T 1), 1 hour of single lung ventilation (T 2), immediate resumption of dual lung ventilation (T 3), 30 minutes of dual lung ventilation (T 4), and after surgery (T 5); The Mini Mental State Examination (MMSE) was used to evaluate the cognitive function scores of two groups of patients 1 day before surgery and 1 and 3 days after surgery, while recording the incidence of cognitive dysfunction (POCD) and pulmonary complications (including pulmonary infection, acute lung injury, pulmonary embolism, pulmonary edema, atelectasis, etc.) within 3 days after surgery. Results:The amount of crystal fluid and urine output in the research group was significantly lower than that in the control group, while the amount of colloidal fluid was significantly higher than that in the control group (all P<0.05). The OI of the study group T 1-T 5 was significantly higher than that of the control group, while the RI of T 2-T 5 was significantly lower than that of the control group (all P<0.05). The ScvO 2 of the study group T 1 to T 5 was significantly higher than that of the control group, and the Lac was significantly lower than that of the control group (all P<0.05); The MMSE scores of both groups of patients were significantly lower than those before surgery on day 1 and 3 after surgery, and the MMSE scores of the study group were significantly higher than those of the control group on day 1 and 3 after surgery (all P<0.05). The incidence of POCD within 3 days after surgery in the study group was 16.67%(9/54), lower than 37.04%(20/54) in the control group (χ 2=5.704, P=0.017); The incidence of pulmonary complications in the study group was lower than that in the control group (5.56% vs 22.22%, χ 2=4.955, P=0.026). Conclusions:The application of staged GDFT during anesthesia in patients undergoing radical lung cancer surgery can further improve tissue perfusion, improve microcirculation and oxygen supply-demand balance of systemic organs and tissues, including the brain, alleviate perioperative brain function damage, and reduce the occurrence of postoperative POCD compared to conventional liquid therapy.
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Viruses are closely related to the occurrence of human diseases, and the infection of some viruses will lead to the occurrence and development of tumors, such as EB virus, hepatitis B virus, HPV virus, etc. On the contrary, some viruses can also be used for the treatment of tumors, such as oncolytic viruses. Lung cancer is a malignant tumor with the highest incidence rate and mortality rate in the world. In recent years, the relationship between virus and lung cancer has attracted more and more attention. Therefore, this article will review the mechanism and therapeutic impact of viruses on lung cancer.
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Objective To observe the value of B1 corrected T1 mapping for distinguishing pathological types and differentiation degrees of lung cancers.Methods A total of 74 lesions in 65 patients with lung cancers were prospectively enrolled,including 49 poorly differentiated lesions and 25 moderately or well differentiated ones,i.e.42 adenocarcinomas,14 squamous cell carcinomas and 18 small cell lung cancers(all poorly differentiated).B1 corrected T1 mapping was performed,ROI(ROI1 and ROI2)were delineated using 2 methods,and T1 values of different pathological types and differentiation degrees lung cancers were compared.The receiver operating characteristic(ROC)curves were drawn,and the areas under the curve(AUC)were calculated.Results Significant differences of T1 values were found among different pathological types of lung cancer(all P＜0.05),as well as between small cell lung cancer and the rest 2 types of lung cancer(both P＜0.05).There were significant differences of T1 values between poorly differentiated and moderately well differentiated lung cancer(squamous cell carcinoma+adenocarcinoma)(both P＜0.05).Taken ROI1 T1 value=1 524.21 ms as the cut-off value,the AUC of T1 value for distinguishing poorly differentiated and moderately well differentiated lung cancer(squamous cell carcinoma+adenocarcinoma)was 0.698,with sensitivity of 64.50％and specificity of 76.00％.Taken ROI2 T1 value=1 630.68 ms as the cut-off value,the AUC of T1 value was 0.676,with sensitivity of 54.80％and specificity of 80.00％.Conclusion B1 corrected T1 mapping was helpful for distinguishing pathological types and differentiation degrees of lung cancers.
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Conventional CT is an important imaging modality for the evaluation of lung cancer,but it has a single imaging modality.At present,multiparametric imaging techniques of spectral CT(such as virtual monoenergetic imaging,spectral attenuation curves,material decomposition images and material effective atomic number)are valuable in improving the detection rate of lesions,differentiating benign and malignant of lung nodes,assessing lymph node metastasis,pathological staging,efficacy and prognosis of lung cancer.Here,this article summarizes and reviews spectral CT imaging methods and the results of studies related to the above four techniques in lung cancer.
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Objective:To explore the value of nomogram based on dual-layer detector spectral CT quantitative parameters and conventional CT feature in evaluating high-grade pattern (HGP) of pulmonary invasive non-mucinous adenocarcinoma.Methods:This study was a case-control study. A total of 71 patients with pathologically confirmed pulmonary invasive non-mucinous adenocarcinoma in the First Affiliated Hospital of Soochow University from February 2022 to May 2023 were retrospectively enrolled, which were divided into HGP and non-HGP groups according to pathological results. Conventional CT features were analyzed, including size, shape, density, internal signs, margins, and pleural retraction. The iodine concentration (IC), electron density (ED), and normalized iodine concentration (NIC) of the lesions in both the arterial phase (AP) and venous phase (VP) were measured. Differences between the two groups were analyzed using independent sample t-test, Mann-Whitney U test, or χ2 test. Multivariate logistic regression analysis was used to select the independent influencing factors of HGP in pulmonary invasive non-mucinous adenocarcinoma, and the conventional CT feature model, the spectral CT quantitative parameter model, and the combined model were constructed and expressed in a nomogram. The area under the curve (AUC) of receiver operating characteristic curve was used to assess the performance of each model, and was compared by DeLong test. Decision curves (DCA) was used to assess the clinical net benefit of the models. Results:There were significant differences between HGP group and non-HGP group in terms of density, lobulation, spiculation, IC AP, IC VP, NIC AP, ED AP and ED VP (all P<0.05). The multivariate logistic regression analysis showed that the solid nodule ( OR=15.452, 95% CI 4.246-56.235, P<0.001), lobulation ( OR=7.069, 95% CI 1.618-30.883, P=0.009), ED AP( OR=1.183, 95% CI 1.064-1.315, P=0.002) and IC VP ( OR=0.231, 95% CI 0.072-0.744, P=0.014) were independent influencing factors for predicting HGP in pulmonary invasive non-mucinous adenocarcinoma. The AUC of the conventional CT feature model, spectral CT quantitative parameter model, and the combined model were 0.835, 0.890, and 0.915, respectively. The AUC of the combined model was better than that of the conventional CT feature model ( Z=2.67, P=0.008). The DCA analysis demonstrated that the nomogram had higher clinical net benefit than the conventional CT feature model. Conclusions:The nomogram based on the quantitative parameters of dual-layer detector spectral CT and conventional CT features have favorable diagnostic efficacy in predicting HGP in pulmonary invasive non-mucinous adenocarcinoma, and can be used as a reliable tool for non-invasive diagnosis of HGP before surgery.
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Objective:To evaluate clinical prognosis and prognostic factors of patients with early stage (Ⅰ stage) and locally advanced (Ⅱ/Ⅲ stage) lung cancer treated with carbon ion radiotherapy (CIRT).Methods:Clinical data, treatment, adverse reactions, survival and so on of 54 lung cancer patients who received CIRT and follow-up in the Heavy Ion Center of Wuwei Cancer Hospital of Gansu Province from March 2020 to September 2022 were retrospectively analyzed. The survival curve was plotted using Kaplan-Meier method. Difference tests were performed using log-rank test. Logistic regression analysis was used to identify prognostic factors.Results:According to inclusion and exclusion criteria, 54 patients were enrolled in the study, including 10 patients with early stage lung cancer and 44 patients with locally advanced lung cancer. The median follow-up time for 10 patients with early stage lung cancer was 11.0 (6.75, 17.25) months, and the median dose of irradiation was 60 Gy [relative biological effect (RBE)]. Upon the last follow-up, 3 patients had complete response (CR) and 3 patients had partial response (PR). Four patients had stable disease (SD) and no progressive disease (PD). The 1-year and 2-year local control rates (LCR), progression-free survival (PFS) rates and overall survival (OS) rates were 100%. During treatment and follow-up, 2 patients developed grade 1 radiation pneumonia, 1 case of grade 2 radiation pneumonia, 1 case of chest wall injury (chest wall pain), and there were no adverse reactions greater than grade 2. The median follow-up time of 44 patients with locally advanced stage was 12.5 (4.25, 21.75) months, and the median irradiation dose was 72 Gy (RBE). Thirty-two (73%) patients received concurrent chemotherapy during treatment, 20 (45%) patients received sequential chemotherapy after treatment, 14 (32%) patients received immune maintenance therapy and 3 (7%) patients obtained PD and received targeted drugs. Upon the last follow-up, 3 (7%) patients had CR, 17 (39%) patients had PR, 19 (43%) patients obtained SD, and 5 (11%) patients had PD. The 1-year and 2-year LCR were 96.0% and 87.3%, 90.9% and 84.1% for the 1-year and 2-year PFS rates, and 93.2% and 86.4% for the 1-year and 2-year OS rates, respectively. The median OS and PFS of patients were not reached. Multivariate logistic regression analysis showed that maintenance therapy after radiotherapy ( P=0.027) and clinical target volume (CTV) irradiation volume ( P=0.028) were the factors affecting PFS. Simultaneous chemoradiotherapy ( P=0.042) and maintenance therapy after radiotherapy ( P=0.020) were the factors affecting OS. And gross tumor volume (GTV) ≥215 ml ( P=0.068) might be an independent risk factor for grade 2 and above radiation pneumonia. Conclusions:The domestic carbon ion system has definite clinical effect and controllable toxic and side effects in the treatment of early stage and locally advanced lung cancer. The combination of synchronous chemotherapy and further maintenance treatment can significantly improve clinical prognosis of patients without significantly increasing the risk of toxic and side effects.
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Objective:To investigate the value of traditional metabolic parameters, CT features and intratumoral heterogeneity parameters measured by 18F-FDG PET/CT in predicting the mutation status of the epidermal growth factor receptor (EGFR) gene in patients with adenocarcinoma. Methods:A total of 147 patients (73 males, 74 females, age (59.8±10.2) years) with pathological confirmed adenocarcinoma between January 2016 and June 2020 in the Affiliated Hospital of Jining Medical University were retrospectively included. The differences of clinical data (smoking history, tumor location and clinical stage), CT features (maximum diameter, ground-glass opacity content, lobulation, speculation, cavitation, air-bronchogram, pleural retraction and bronchial cut-off sign), 18F-FDG PET/CT traditional metabolic parameters (SUV max, SUV mean, metabolic tumor volume (MTV) and total lesion glycolysis (TLG)) and intratumoral heterogeneity parameters ( CV, heterogeneity index (HI)) were analyzed between patients with EGFR mutation and patients with EGFR wild-type. Independent-sample t test, Mann-Whitney U test and χ2 test were used to analyze the data. Multivariate logistic regression was used to analyze the predictors of EGFR mutation. ROC curve analysis was used to evaluate the predictive value of clinical and PET/CT information. Results:Among 147 patients, 87 were with EGFR mutation and 60 were with EGFR wild-type. There were significant differences in gender (male/female), smoking history (with/without), location (peripheral lesion/central lesion), pleural retraction (with/without), SUV max, SUV mean, TLG, CV and HI ( χ2 values: 4.72-23.89, z values: from -2.31 to 5.74, all P<0.05). Multivariate logistic regression analysis showed that smoking history (odds ratio ( OR)=0.167, 95% CI: 0.076-0.366; P<0.001), pleural retraction ( OR=1.404, 95% CI: 1.115-3.745; P=0.012), SUV max ( OR=0.922, 95% CI: 0.855-0.995; P=0.003), TLG ( OR=0.991, 95% CI: 0.986-0.996; P=0.001) and HI ( OR=0.796, 95% CI: 0.700-0.859; P<0.001) were predictors of EGFR mutation. ROC curve analysis showed the AUC of HI was 0.779, with the sensitivity of 76.67%(46/60) and the specificity of 79.31%(69/87). The predictive model was constructed by combining smoking history, pleural retraction, TLG, SUV max and HI, and the AUC was 0.908, with the sensitivity of 88.33%(53/60) and the specificity of 68.97%(60/87). The difference of AUCs between HI and the predictive model was statistically significant ( z=3.71, P<0.001). Conclusion:HI can predict EGFR mutations better, and the predictive value for EGFR mutations can be enhanced when combining HI with smoking history, pleural retraction, TLG and SUV max.
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Objective:To evaluate the predictive value of 18F-FDG PET-based radiomics models for lymphovascular invasion (LVI) and visceral pleural invasion (VPI) in lung adenocarcinoma (LAC) prior to surgery. Methods:Eighty-seven patients with LAC (42 males, 45 females, age: (64.6±9.0) years; 90 lesions) pathologically confirmed in the Affiliated Taizhou People′s Hospital of Nanjing Medical University between August 2018 and August 2022 were retrospectively included. Based on the radiomics features extracted from PET images, the machine learning models were constructed by using the support vector machine (SVM), logical regression (LR), decision tree (DT), and K-nearest neighbor (KNN) algorithm. Stratified sampling (Python′s StratifiedkFold function) was employed to divide the data into training set and test set at a ratio of 8∶2. The model stability was assessed using the 50% discount cross-validation. The ROC curve was drawn, and the AUC was calculated to evaluate the value of radiomics models in predicting LVI and VPI in LAC. Delong test was used to compare AUCs of different models.Results:The radiomics models (SVM, LR, DT, KNN) based on PET images showed good predictive value for LVI and VPI in patients with LAC. For LVI, the AUCs were 0.91, 0.90, 0.91, 0.91 in the training set, and were 0.85, 0.87, 0.77, 0.78 in the test set; for VPI, the AUCs were 0.86, 0.86, 0.84, 0.81 in the training set, and were 0.82, 0.80, 0.69, 0.78 in the test set. The F1 scores of the SVM model were the best (0.59 and 0.66 for predicting LVI and VPI respectively). The Delong test showed that there were no significant differences in AUCs among the four models ( z values: from -1.46 to 1.71, all P>0.05). Conclusions:The machine learning models based on 18F-FDG PET radiomics features are effective in predicting LVI and VPI in patients with LAC prior to surgery. These models can assist clinicians in stratifying the risk of LAC and making informed clinical decisions. The SVM model has the best performance in predicting LVI and VPI.
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Objective To investigate the application efficiency and potential of CT radiomics in differentiating malignant and benign sub-centimeter solid pulmonary nodules. Methods A retrospective study was performed on the sub-centimeter ( ≤ 10 mm) solid pulmonary nodules detected by enhanced CT in our hospital from March 2020 to January 2023. Malignancy was confirmed by surgical pathology, and benignity was confirmed by surgical pathology or follow-up. Lesions were manually segmented and radiomic features were extracted. The feature dimension was reduced via feature correlation analysis and least absolute shrinkage and selection operator (LASSO). The 5-fold cross validation was used to validate the model. Support vector machine, logistic regression, linear classification support vector machine, gradient boosting, and random forest models were established for CT radiomics. Receiver operating characteristic curves were drawn. Delong test was used to compare the diagnostic performance of the five classifiers. The optimal model was selected and compared to radiologists with medium and high seniority. Results A total of 303 nodules, 136 of which were malignant, were examined. Radiomics models were established after feature extraction and selection. On test set, the areas under the receiver operating characteristic curves of support vector machine, logistic regression, linear classification support vector machine, random forest, and gradient boosting models were 0.922 (95%CI: 0.893, 0.950), 0.910 (95%CI: 0.878, 0.942), 0.905 (95%CI: 0.872, 0.938), 0.899 (95%CI: 0.865, 0.933), and 0.896 (95%CI: 0.862, 0.930), respectively. Delong test indicated no significant differences in the performance of the five radiomics models, and the support vector machine model showed the highest accuracy and F1 score. The support vector machine model showed significantly higher diagnostic accuracy as compared to radiologists (83.8% vs. 55.4%, P < 0.001). Conclusion The radiomics models achieved high diagnostic efficiency and may help to reduce the uncertainty in diagnosis of malignant and benign sub-centimeter solid nodules by radiologists.
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Lung cancer is the leading type of cancer death, and most patients with lung cancer are diagnosed at an advanced stage and have a very poor prognosis. Although low-dose computed tomography (LDCT) has entered the clinic as a screening tool for lung cancer, its false-positive rate is more than 90%. As one of the epigenetic modifications of research hotspots, DNA methylation plays a key role in a variety of diseases, including cancer.Hypermethylation of tumor suppressor genes and hypomethylation of proto-oncogenes are important events in tumorigenesis and development. Therefore, DNA methylation analysis can provide some useful information for the early screening, diagnosis, treatment and prognosis of lung cancer. Although invasive methods such as tissue biopsy remain the gold standard for tumor diagnosis and monitoring, they also have limitations such as inconvenience in sampling. In recent years, there has been a rapid development of liquid biopsy, which can detect primary or metastatic malignancies and reflect the heterogeneity of tumors. In addition, the blood sample can be collected in a minimally invasive or non-invasive format and is well tolerated in older and frail patients. This article explores some of the emerging technologies for DNA methylation analysis and provides an overview of the application of DNA methylation in the diagnosis and treatment of lung cancer.
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Objective:To explore the clinical efficacy of simultaneous or staged video-assisted thoracoscopic surgery (VATS) anatomic segmentectomy for bilateral double primary lung cancer (DPLC).Methods:A retrospective cohort study was conducted. The clinical data of 76 patients with bilateral DPLC who underwent VATS anatomic segmentectomy in Luzhou Traditional Chinese Medicine Hospital from February 2020 to August 2022 were retrospectively analyzed, and they were classified into the simultaneous bilateral thoracoscopic surgery group (the simultaneous group, 44 cases) and the staged thoracoscopic surgery group (the staged group, 32 cases) on the basis of the surgical methods. The intraoperative conditions, perioperative indexes and postoperative complications of the two groups were compared.Results:There were no statistically significant differences in the gender, age, pathological type,postoperative TNM staging of both groups (all P > 0.05). The anesthesia awakening time of the first and second stages of surgery in the staged group was (11±3) min and (13±4) min, which was shorter than that in the simultaneous group [(16±4) min] ( t values were 5.27 and 3.51, both P < 0.05). The number of drainage tubes placed in the simultaneous group was less than that in the sum of two stages of the staged group [(1.9±0.5) tubes vs. (2.2±0.5) tubes, t = 3.40, P = 0.001]. The duration of thoracic drainage tube retention, the postoperative total drainage flow, the days of hospitalization, the first postoperative landing time, and the total treatment cost in the first and second stages of surgery in the staged group were lower than those in the simultaneous group (all P < 0.05), while the postoperative total drainage flow, the days of hospitalization, and the total treatment cost in the sum of two stages of the staged group were higher than those in the simultaneous group (all P < 0.05). The total incidence of complications in the simultaneous group was higher than that in the staged group 1 month after surgery [18.18% (8/44) vs. 3.13% (1/32)], and the difference was statistically significant ( χ2 = 4.02, P = 0.045). The scores of activities of daily living, arterial partial pressure of oxygen, arterial partial pressure of carbon dioxide, and blood oxygen saturation in the simultaneous group were lower than those in the staged group (all P < 0.05). Conclusions:Staged VATS anatomic segmentectomy for bilateral DPLC has few complications and good ability to perform activities of daily living, whereas the treatment cost of simultaneous bilateral thoracoscopic surgery is low. Clinicians may recommend prioritizing simultaneous bilateral thoracoscopic surgery after comprehensively considering the patients ' physical and economic conditions.
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Objective:To explore the prognostic factors and the relationship between the disease type at initial diagnosis and the disease type causing death in patients with laryngeal cancer combined with simultaneous lung cancer.Methods:The clinicopathological data of 240 patients diagnosed with laryngeal cancer combined with simultaneous lung cancer between January 2004 and December 2015 in the Surveillance, Epidemiology and End Results (SEER) database were retrospectively analyzed. Chi-square test was used to evaluate the relationship between the disease type at initial diagnosis and the disease type causing death in patients with laryngeal cancer combined with simultaneous lung cancer. Kaplan-Meier method was used for survival analysis, and Cox proportional risk model was used to make univariate and multivariate analysis of the factors influencing the overall survival of patients.Results:A total of 240 cases with laryngeal cancer combined with simultaneous lung cancer included 222 males and 18 females, and there were 141 cases aged over 65 years. The disease type at initial diagnosis was not correlated with the disease type causing death of patients ( χ2 = 3.31, P = 0.191). The 1-year, 3-year, and 5-year overall survival rates of these patients were 62.1%, 31.5%, and 16.4%, respectively. Univariate analysis showed that the primary location of laryngeal cancer, primary location of lung cancer, histological grade of lung cancer, pathological type, clinical staging, surgical condition, and radiotherapy influenced the overall survival of patients (all P < 0.05); multivariate analysis showed that the primary location of laryngeal cancer, primary location of lung cancer, histological grade of lung cancer, pathological type, clinical stage, and surgical condition were independent influencing factors for overall survival of patients with laryngeal cancer combined with simultaneous lung cancer (all P < 0.05). Conclusions:The independent factors influencing the prognosis of laryngeal cancer with simultaneous lung cancer patients include the primary focus of laryngeal cancer, the primary focus of lung cancer, the histological grade of lung cancer, the pathological type, the clinical stage, and the surgical condition. And there is no correlation between the disease type at initial diagnosis and the disease type causing death.
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Objective:To investigate the clinical value of bronchoscopic narrow band imaging combined with serum heat shock protein family 70 (HSP70) and netrin-1 (Ntn1) in the diagnosis of bronchogenic carcinoma.Methods:A retrospective cohort study was conducted. A total of 96 patients with suspected central lung cancer combined with airway obstruction admitted to Shanxi Province Cancer Hospital from January 2021 to January 2022 were retrospectively analyzed. Bronchoscopy and narrow band imaging were performed in all patients. Serum HSP70 and Ntn1 levels were measured by using enzyme-linked immunosorbent assay (ELISA). Pathological biopsy was taken as the gold standard. Receiver operating characteristic (ROC) curves were used to analyze the value of bronchoscopic narrow band imaging combined with serum HSP70 and Ntn1 in the diagnosis of bronchogenic carcinoma.Results:There were 70 males and 26 females in 96 suspected patients, with the age of (46±5) years. According to the pathological results, 72 were diagnosed with central lung cancer, including 43 cases of squamous cell carcinoma, 24 cases of adenocarcinoma, 3 cases of small cell carcinoma, 2 undifferentiated cases,and 24 cases of benign lesions in lung. The sensitivity, specificity, and accuracy of bronchoscopic narrow band imaging in the diagnosis of bronchogenic carcinoma were 90.3%, 79.2% and 87.5%, respectively. The serum HSP70 and Ntn1 levels in patients with lung cancer were higher than those in benign patients (all P < 0.05). ROC curves showed that the optimal cut-off values of HSP70 and Ntn1 in the diagnosis of bronchogenic carcinoma were 10.08 ng/ml and 562.82 pg/ml, respectively. The sensitivity, specificity, and accuracy of serum markers (HSP70 + Ntn1) in the detection of bronchogenic carcinoma were 93.1%, 58.3% and 84.4%, respectively. The sensitivity, specificity, and accuracy of bronchoscopic narrow band imaging combined with serum markers in the diagnosis of bronchogenic carcinoma were 98.6%, 87.5% and 95.8%, respectively; and the diagnostic accuracy of the combined method was higher than that of a single detection method such as bronchoscopic narrow band imaging or serum indexes ( χ2 values were 4.36, 7.07, all P < 0.05). Conclusions:Bronchoscopic narrow band imaging has a good diagnostic value for bronchogenic carcinoma, and the combination of serum HSP70 and Ntn1 can further improve the clinical diagnostic efficacy.
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Lung cancer, the second most prevalent cancer in the world with a persistently high mortality rate, threatens the life and health of all humanity. With the development of clinical trials, the treatment options for lung cancer have been enriched, and the understanding of the timing of intervention has become more explicit than before. Thus, the prognosis of lung cancer has significantly improved. However, unmet clinical needs still exist. This review provides the global trend of clinical research in lung cancer treatment and describes the evolution of clinical trials in terms of design, implementation, and regulation. The change in study endpoints is conducive to shortening the research and development cycle and accelerating the launch of drugs. The refinement of study populations and therapeutic targets facilitates the realization of the maximum efficacy of precision treatment. The integration of comprehensive and diversified therapeutic strategies and the combination of prevention and treatment further promote the improvement of survival and the alleviation of social burden. This review also proposes a prospective direction for future development of clinical research in lung cancer.