1.Correlation between modified frailty index and acute kidney injury after laparoscopic radical nephrectomy in elderly patients
Zesen YU ; Wenju WU ; Donglai LIU ; Renfu CHEN ; Junjie LIU
Journal of Modern Urology 2024;29(10):869-874
[Objective] To explore the correlation between the 5-factor modified frailty index (mFI-5) and acute kidney injury (AKI) after laparoscopic radical nephrectomy in elderly patients with renal cancer, so as to provide reference for the prevention and treatment of postoperative AKI. [Methods] A retrospective analysis was conducted on the clinical data of 214 elderly patients (≥60 years) who underwent laparoscopic radical nephrectomy at our hospital during Dec.2018 and Dec.2021.Patients were divided into frail group (n=75, mFI-5≥2) and non-frail group (n=139, mFI-5<2). The incidence of AKI and sub items of mFI-5 were compared between the two groups.According to the occurrence of AKI, patients were divided into AKI group (n=77) and non-AKI group (n=137). Univariate and multivariate logistic analyses were conducted to identify risk factors of AKI.Receiver operating characteristic (ROC) curves were plotted to test the effectiveness of mFI-5 in predicting AKI. [Results] The incidence of AKI was significantly higher in the frail group than in the non-frail group (64.00% vs. 20.86%, P<0.05). Univariate analysis showed that the incidence of AKI was related to gender, diabetes, hypertension, nonfunctional independent status, weakness and split kidney glomerular filtration rate (GFR). Multivariate logistic regression analysis showed that male (OR=2.454, 95%CI: 1.193—5.047), complicated weakness (OR=6.580, 95%CI: 3.380—12.811), and low split kidney GFR (OR=0.945, 95%CI: 0.911—0.980) were independent risk factors of AKI (P<0.05). The area under the ROC curve of AKI predicted by mFI-5 was 0.711. [Conclusion] Preoperative mFI-5 score is an effective predictor of AKI in elderly patients undergoing laparoscopic radical nephrectomy.As patients with frailty have a higher risk of AKI, preoperative evaluation and monitoring should be strengthened and timely intervention should be taken to improve the prognosis.
2.Impact of tumor spread through air spaces on surgical decision-making and accuracy of identifying spread through air spaces on frozen sections: A systematic review and meta-analysis
Yi XU ; Donglai CHEN ; Xuejun XU ; Yongsheng ZHANG ; Shanzhou DUAN ; Yongbing CHEN ; Lijie TAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(06):900-909
Objective To investigate the significance of spread through air spaces (STAS) in early-stage non-small cell lung cancer (NSCLC) patients undergoing either sublobar resection or lobectomy by pooling evidence available, and to assess the accuracy of frozen sections in determining types of resection among patients with suspected presence of STAS. Methods Studies were identified by searching databases including PubMed, EMbase, Web of Science, and The Cochrane Library from inception to July 2022. Two researchers independently searched, screened, evaluated literature, and extracted data. Statistical analysis was conducted using RevMan 5.4 and STATA 15.0. The Newcastle-Ottawa Scale (NOS) was used to evaluate the quality of the study. Results A total of 26 studies involving 23 surgical related studies (12 266 patients) were included, among which, 11 compared the outcomes of lobectomy with sublobar resection in the STAS-positive patients. NOS score≥6 points. Meta-analysis indicated that presence of STAS shortened patients' survival in both lobectomy group and sublobar resection group (RFS: HR=2.27, 95%CI 1.96-2.63, P<0.01; OS: HR=2.08, 95%CI 1.74-2.49, P<0.01). Moreover, lobectomy brought additional survival benefits to STAS-positive patients compared with sublobar resection (RFS: HR=1.97, 95%CI 1.59-2.44, P<0.01; OS: HR=1.91, 95%CI 1.47-2.48, P<0.01). Four studies were included to assess the accuracy of identifying presence of STAS on intraoperative frozen sections, of which the pooled sensitivity reached 55% (95%CI 45%-64%), the pooled specificity reached 92% (95%CI 77%-97%), and the pooled area under the curve was 0.68 (95%CI 0.64-0.72) based on the data available. Conclusion This study confirms that presence of STAS is a critical risk factor for patients with early-stage NSCLC. Lobectomy should be recommended as the first choice when presence of STAS is identified on frozen sections, as lobectomy can prolong patients' survival compared with sublobar resection in STAS-positive disease. The specificity of identifying STAS on frozen sections seems to be satisfactory, which may be helpful in determining types of resection. However, more robust methods are urgently in need to make up for the limited sensitivity and accuracy of frozen sections.
3.Prognostic impact of adjuvant therapy on patients with esophageal squamous cell carcinoma receiving neoadjuvant therapy plus esophagectomy: A systematic review and meta-analysis
Zihao HU ; Peidong SONG ; Donglai CHEN ; Sukai XU ; Lijie TAN ; Yonghua SANG ; Yongbing CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(10):1505-1513
Objective To investigate whether adjuvant therapy can bring survival benefits to patients with esophageal squamous cell carcinoma (ESCC) who have received neoadjuvant therapy plus esophagectomy. Methods Studies were identified by searching databases including PubMed, EMbase, Web of Science, The Cochrane Library and CNKI from inception to November 2022 to collect studies which conformed to the objective of this study. Clinical outcomes including overall survival (OS) and recurrence-free survival (RFS) were extracted from eligible studies after screening. RevMan 5.4 and Stata 14.0 were used to perform the meta-analysis. Results A total of 9 studies were selected including 1 340 patients. Compared with the neoadjuvant therapy plus surgery (NS) group, the neoadjuvant therapy plus surgery+adjuvant therapy (NS+A) group had no significant benefit in the OS [HR=0.88, 95%CI (0.75, 1.02), P=0.09], but had remarkable benefit in the RFS [HR=0.75, 95%CI (0.58, 0.97), P=0.03]. Subgroup analysis by nodal status showed that adjuvant therapy could improve the RFS of patients with node-positive disease. Prolonged OS was observed in the patients with both positive and negative nodes but not in the patients with only positive nodes. In terms of the subgroup analysis by prescription, it revealed that triple agents exhibited advantages in improving RFS but not OS. However, dual agents did not bring additional survival benefits to the NS+A group compared with the NS group. Subgroup analysis by adjuvant therapy indicated that neither postoperative chemoradiotherapy nor chemotherapy improved OS, whereas postoperative chemoradiation elongated RFS. Conclusion Adjuvant therapy can improve the prognosis of patients with ESCC after neoadjuvant therapy followed by esophagectomy.
4.Comparison of closed-loop target-controlled deep versus moderate neuromuscular blockade in gynecological laparoscopic surgery
Gang WANG ; Donglai YAN ; Haonan MA ; Xuhong CHEN ; Keliang XIE ; Yonghao YU
Chinese Journal of Anesthesiology 2024;44(6):710-713
Objective:To compare the efficacy of closed-loop target-controlled deep versus moderate neuromuscular blockade in gynecological laparoscopic surgery.Methods:This was a prospective study. Fifty American Society of Anesthesiologists Physical Status classification I or Ⅱ patients, aged 18-64 yr, with body mass index of 18-30 kg/m 2, scheduled for elective gynecological laparoscopic surgery in the General Hospital of Tianjin Medical University from March 2020 to March 2021, were allocated into 2 groups ( n=25 each) using a random number table method: closed-loop target-controlled moderate neuromuscular blockade group (group TOF) and closed-loop target-controlled deep neuromuscular blockade group (group PTC). Rocuronium was given by closed-loop target-controlled infusion in both groups. In group TOF, the target muscle relaxation was considered as train-of-four stimulation (TOF) of 1 or 2. In group PTC, the target muscle relaxation was considered as post-titanic count of 1 or 2. The score for operator′s satisfaction with muscle relaxation, grading, satisfaction rate, mean pneumo-peritoneum pressure, consumption of rocuronium, recovery index, recovery time to a TOF ratio 0.9 and time to extubation were recorded. The postoperative visual analogue scale score for abdominal pain and use of rescue analgesics were recorded, and the occurrence of complications such as shoulder pain, arm pain, nausea, vomiting and hypoxemia was also recorded within 48 h after surgery. Results:Compared with group TOF, the score for operator′s satisfaction with muscle relaxation, grading and satisfaction rate were significantly increased, the mean pneumo-peritoneum pressure was decreased, the total and average consumption of rocuronium was increased, the recovery time of a TOF ratio 0.9 was prolonged, and the postoperative visual analogue scale score for abdominal pain and usage rate of flurbiprofenate were decreased in group PTC ( P<0.05). There were no significant differences in the recovery index, tracheal extubation time or postoperative incidence of hypoxemia, shoulder pain, arm pain and nausea and vomiting between the two groups ( P>0.05). Conclusions:Compared with the closed-loop target-controlled moderate neuromuscular blockade, the closed-loop target-controlled deep neuromuscular blockade provides more satisfactory surgical conditions for gynecological laparoscopic surgery, decreases pneumoperitoneum pressure and reduces related complications, without increasing the development of postoperative adverse reactions.
5.Application effect analysis of lateral prone position ventilation in patients with acute respiratory distress syndrome.
Chen LI ; Peng ZHANG ; Min ZHENG ; Donglai SHENG ; Ting WANG ; Xiaogan JIANG
Chinese Critical Care Medicine 2023;35(9):939-944
OBJECTIVE:
To investigate the effect of lateral prone position ventilation in patients with acute respiratory distress syndrome (ARDS).
METHODS:
A prospective control study was conducted. A total of 75 patients with moderate to severe ARDS admitted to the department of critical care medicine of Jingxian Hospital in Anhui province from January 2020 to December 2022 were selected as the research objects. According to the envelope method, the patients were divided into the lateral prone position ventilation group (38 cases) and the traditional prone position ventilation (PPV) group (37 cases), using lateral prone position ventilation and traditional PPV, respectively. The mechanical ventilation parameters were set according to the ARDS treatment guidelines and lung protective ventilation requirements in both groups, and the time of prone position for the first 3 times was not less than 16 hours per day. General data of patients were recorded, including heart rate (HR), mean arterial pressure (MAP), airway resistance and lung static compliance (Cst) before prone position (T0), 1 hour (T1), 4 hours (T2), 8 hours (T3), and before the end of prone position (T4), oxygenation index (PaO2/FiO2) before the first prone position (t0) and 12 hours (t1), 24 hours (t2), 48 hours (t3), and 72 hours (t4) after the intensive care unit (ICU) admission, as well as the incidence of pressure injury (PI) and vomiting, tracheal intubation time, and mechanical ventilation time. Repeated measures analysis of variance was used to compare the effects of different prone positions on patients before and after the prone position.
RESULTS:
There were no significant differences in age, gender, body mass index (BMI), acute physiology and chronic health evaluation II (APACHE II), underlying diseases, HR, MAP, pH value, PaO2/FiO2, blood lactic acid (Lac), arterial blood pressure of carbon dioxide (PaCO2) and other general information between the two groups. The HR (intergroup effect: F = 0.845, P = 0.361; time effect: F = 1.373, P = 0.247; interaction: F = 0.245, P = 0.894), MAP (intergroup effect: F = 1.519, P = 0.222; time effect: F = 0.169, P = 0.954; interaction: F = 0.449, P = 0.773) and airway resistance (intergroup effect: F = 0.252, P = 0.617; time effect: F = 0.578, P = 0.679; interaction: F = 1.467, P = 0.212) of T0-T4 between two groups showed no significant difference. The Cst of T0-T4 between the two groups showed no significant difference in the intergroup effect (F = 0.311, P = 0.579) and the interaction (F = 0.364, P = 0.834), while the difference in the time effect was statistically significant (F = 120.546, P < 0.001). The PaO2/FiO2 of t0-t4 between the two groups showed no significant difference in the intergroup effect (F = 0.104, P = 0.748) and the interaction (F = 0.147, P = 0.964), while the difference in the time effect was statistically significant (F = 17.638, P < 0.001). The group factors and time factors were tested separately, and there were no significant differences in the HR, MAP, airway resistance, Cst, PaO2/FiO2 between the two groups at different time points (all P > 0.05). The Cst at T1-T4 and PaO2/FiO2 at t1-t4 in the two groups were significantly higher than those at T0/t0 (all P < 0.05). There were no significant differences in the tracheal intubation time [days: 6.75 (5.78, 8.33) vs. 7.00 (6.30, 8.45)] and mechanical ventilation time [days: 8.30 (6.70, 9.20) vs. 7.40 (6.80, 8.75)] between the lateral prone position ventilation group and the traditional PPV group (both P > 0.05). However, the incidences of PI [7.9% (3/38) vs. 27.0% (10/37)] and vomiting [10.5% (4/38) vs. 29.7% (11/37)] in the lateral prone position ventilation group were significantly lower than those in the traditional PPV group (both P < 0.05).
CONCLUSIONS
Both lateral prone position ventilation and traditional PPV can improve Cst and oxygenation in patients with moderate to severe ARDS. The two types of prone position have little influence on HR, MAP and airway resistance of patients, and there is no difference in the influence on tracheal intubation time and mechanical ventilation time of patients. However, the lateral prone position ventilation mode can reduce the incidence of PI and vomiting, and is worthy of clinical promotion and application.
Humans
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Respiration, Artificial
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Prone Position
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Prospective Studies
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Lung
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Respiratory Distress Syndrome/therapy*
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Respiration
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Vomiting
6.Study on the Effect of Lentivirus-Mediated NLRP3 Overexpression on Levels of Anti-CCP and RF in Synovial Fluid of Experimental RA Rabbits Regulated by Moxibustion
Xin YANG ; Yi WANG ; Shenqiao YANG ; Wenbin MA ; Fei WU ; Donglai XI ; Xiaoqing LU ; Jun CHEN ; Haiyan ZHOU
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(6):2089-2096
Objective Observation of the anti-inflammatory and detumescence effects on experimental rheumatoid arthritis(RA)rabbits by moxibustion,With lentiviral vector mediated NLRP3 overexpression in RA animal models,to investigate the effect of moxibustion on anti-CCP/RF levels in synovial fluid of RA rabbit joints and its regulation mechanism of NLRP3.Methods Randomly divided thirty Japanese big-ear white rabbits into 5 groups:group of blank,group of model,group of moxibustion,NLRP3 overexpression group and NLRP3 overexpression negative group,with 6 rabbits in each group.Both joint of the model group,and the groups with moxibustion was injected into FCA(0.5 mL·kg-1),the blank group used the same method to inject sterile saline.On the 3rd day and the 10th day after treatment,10 μL of NLRP3 overexpression lentiviral vector was injected into the joint cavity of the NLRP3 overexpression group of rabbits.The rabbits in the NLRP3 overexpression negative group were injected with the same amount of LvGFP as Contrast.moxibustion bilateral"BL23","ST 36"of the groups with moxibustion(5 cones with one point in a day.6 days for 1 course,1 day for rest,3 courses of treatment in total.)After treatment,observe the circumference of each rabbit's left and right knee joints,the content of RF,anti-CCP,IL-18 in synovial fluid was detected by ELISA.Results Compared with the blank group,the left and right knee joint circumferences in the model group increased,and the anti-CCP,RF,and IL-18 contents in the synovial fluid of the knee joint increased significantly(P<0.01);compared with the modle group,The circumference of the knee joint decreased,and the content of anti-CCP,RF and IL-18 decreased significantly(P<0.01);compared with the moxibustion group,the circumference of the left and right knee joints in the NLRP3 overexpression group increased(P<0.05),the content of anti-CCP,RF and IL-18 increased(P<0.05).Conclusions Moxibustion has anti-inflammatory effects on experimental RA rabbits.Moxibustion at Shenshu(BL23)and Zusanli(ST36)can significantly reduce the level of anti-CCP,RF the immune effector,also IL-18,the in synovial fluid of RA rabbits knee joint,yet this effect can be declined significantly under NLRP3 overexpression,suggesting that moxibustion performed its anti-inflammatory regulation by suppressing abnormal immune function in experimental RA rabbits,which may be closely related to the NLRP3 expression.
7.Effects of Moxibustion on NLRP3 Inflammasome and Caspase-12 in Synovium of Experimental RA Rabbits
Xiaoqing LU ; Huahui LIU ; Jun CHEN ; Donglai XI ; Yi WANG ; Shenqiao YANG ; Haiyan ZHOU ; Wenbin MA ; Fei WU ; Xin YANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(9):2975-2982
Objective To observe the effects of moxibustion on the expression of Nucleotide binding oligomeric domain like receptor thermoprotein domain associated protein 3(Nod-like receptor protein 3,NLRP3)inflammasome and Cysteine aspartate protease 12(Caspase-12)in synovial tissue of experimental Rheumatoid Arthritis(RA)rabbits,and explore the anti-inflammatory mechanism of moxibustion on RA rabbits.Methods Twenty-four Japanese big-eared white rabbits were randomly divided into 3 groups according to body weight and sex:the control group,the model group and the moxibustion group.The Freund's Complete Adjuvant(FCA)was injected into the joint cavities of two knee joints of rabbits at the dose of 0.5 mL·kg-1 in the model group and the moxibustion group,and the control group was injected with the same amount of normal saline as control.For the moxibustion group,scar free moxibustion was operated at bilateral"BL 23"and"ST 36"acupoints,moxibustion for 3 times per acupoint per day,continuous treatment for 6 days,rest for 1 day,as a course of treatment,a total of 3 courses of treatment.The histological changes of synovium samples of rabbit knee joints were observed under light microscope,real-time quantitative polymerase chain reaction(RT-qPCR)was used to detect the expression of NLRP3,Cysteine aspartate protease 1(Caspase-1),Caspase-12 in synovial tissues and Enzyme-linked immuno sorbent assay(ELISA)was used to measure the change of Interleukin-1β(IL-1β)content in the synovial fluid of experimental animals.Results Compared with the control group,the degree of synovial lesions(inflammatory cell infiltration,synovial tissue hyperplasia,fibrous tissue hyperplasia,macrophage hyperplasia,etc.)and pathological score were increased(P<0.05),the expression of NLRP3,Caspase-1 mRNA were increased(P<0.05),the expression of Caspase-12 mRNA was significantly downregulated(P<0.01)and the expression content of IL-1β was significantly up-regulated(P<0.01)in the model group;Compared with the model group,the synovial lesion degree and pathological score were decreased(P<0.05),the expression of NLRP3,Caspase-1 mRNA were decreased(P<0.05),the expression of Caspase-12 mRNA was significantly increased(P<0.01)and the expression of IL-1β was decreased(P<0.05)in the moxibustion group.Conclusion Moxibustion can significantly inhibit the pathological process of knee synovitis in RA rabbits;Moxibustion at"Shenshu(BL 23)"and"Zusanli(ST 36)"acupoints can significantly up-regulate the expression of Caspase-12 and then inhibit the NLRP3 inflammasome,which may be one of mechanisms of moxibustion to reduce RA inflammatory response.
8.Application and prospect of spatial transcriptome technique in non-small cell lung cancer
Guobang WEI ; Qifeng DING ; Donglai CHEN ; Yongzhong LI ; Yongbing CHEN
Chinese Journal of Thoracic and Cardiovascular Surgery 2023;39(7):422-427
Non-small cell lung cancer(NSCLC) is one of the most common malignancies worldwide. Not only the complex molecular components but also the cellular heterogeneity in NSCLC tissues pose a great barrier for its clinical treatment. Recent years has witnessed the widespread application of single-cell sequencing in the studies regarding tumor heterogeneity. However, the disadvantages of single-cell sequencing technology itself could not be neglected. Spatial transcriptome(ST) technology allows in situ transcriptome sequencing of tissues to achieve high-throughput transcriptomic information of tissue cells with their spatial information available. In other words, ST makes it possible to acquire cellular composition and gene expression patterns without breaking intercellular communication network, which distinguishes itself from conventional single-cell sequencing, since mechanical separation and enzymatic digestion of tissue cells into single-cell suspension used to be inevitable during the performance of single-cell sequencing. To gain new insights into the spatial heterogeneity of NSCLC, we reviewed and summarized the latest progress in ST technology which has been applied to tumor sample analysis, especially to the field of NSCLC.
9.Correlations of β-catenin expression with clinical efficacy of tyrosine kinase inhibitors and prognosis of advanced lung adenocarcinoma patients with epidermal growth factor receptor mutations
Jun XU ; Jian WANG ; Junping CHEN ; Lanlan CHENG ; Tong LUO ; Donglai LYU
Cancer Research and Clinic 2023;35(2):92-98
Objective:To investigate the correlations of β-catenin expression with the efficacy of tyrosine kinase inhibitor (TKI) and prognosis of patients with advanced lung adenocarcinoma harboring epidermal growth factor receptor (EGFR) mutations.Methods:The clinical data of 125 patients with stage Ⅲ B-Ⅳ lung adenocarcinoma who were treated with first-line EGFR-TKI treatment in the 901st Hospital of Joint Logistic Support Force of Chinese PLA from January 2016 to December 2019 were collected. The expression of β-catenin protein was detected by immunohistochemistry, and subtypes of EGFR mutations were detected by amplification refractory mutation system (ARMS). Correlations of β-catenin expression with clinicopathological features, efficacy of EGFR-TKI and prognosis were analyzed. Twenty-eight pairs of specimens were selected before EGFR-TKI treatment and after resistance to EGFR-TKI to observe the changes of β-catenin expression. Results:Among 125 advanced lung adenocarcinoma patients with EGFR mutations, there were 60 cases of EGFR 19 del, 55 cases of L858R mutation and 10 cases of rare sensitive mutation; 79 cases (63.2%) had reduced membranous expression of β-catenin, 66 cases (52.8%) had ectopic expression in cytoplasm and 28 cases (22.4%) had ectopic expression in nucleus. The positive rates of Napsin A protein in the groups with different abnormal expression patterns of β-catenin were lower than those in the corresponding normal expression groups (all P < 0.001). Patients with International Association for the Study of Lung Cancer (IASLC) grade Ⅲ showed more frequent translocation in cytoplasma and nucleus of β-catenin than patients with IASLC gradeⅠ-Ⅱ (ectopic expression in cytoplasm: χ2 = 3.99, P = 0.046,ectopic expression in nucleus: χ2 = 11.07, P = 0.001). The objective remission rate (ORR) in patients with reduced membranous expression of β-catenin and ectopic expression in nucleus was lower than that in patients with normal membranous expression ( χ2 = 4.66, P = 0.031) and negative ectopic expression in nucleus ( χ2 = 10.22, P = 0.001), and the disease control rate (DCR) in patients with ectopic expression in nucleus was lower than that in the corresponding normal expression group ( χ2 = 10.95, P = 0.001). Patients with ectopic expression of β-catenin in nucleus and cytoplasma had worse progression-free survival (PFS) and overall survival (OS) than the corresponding cytoplasmic and nuclear ectopic expression negative groups (both P < 0.05). Multivariate Cox regression analysis showed that nuclear β-catenin ectopic expression was an independent risk factor for both PFS and OS (PFS: HR = 2.088, 95% CI 1.331-3.274, P = 0.001; OS: HR = 3.656, 95% CI 1.795-7.444, P<0.001). β-catenin membranous expression was reduced in 11 of 28 tissue samples that underwent secondary biopsy compared with pre-treatment ( P = 0.049). Conclusions:β-catenin expression in advanced lung adenocarcinoma with EGFR-sensitive mutations can be used as a molecular marker to predict the efficacy of EGFR-TKI and prognosis of patients.
10.Progress in Single-cell RNA Sequencing of Lung Adenocarcinoma.
Yichu LIN ; Donglai CHEN ; Qifeng DING ; Xuejuan ZHU ; Rongying ZHU ; Yongbing CHEN
Chinese Journal of Lung Cancer 2021;24(6):434-440
Lung adenocarcinoma (LUAD) is the most common subtype of lung cancer and one of the main causes of cancer-related deaths. In the past decade, with the widespread use of computed tomography (CT) in routine screening for lung cancer, the incidence of LUAD presenting as small pulmonary nodules radiologically, has increased remarkably. The mechanisms of the occurrence and progression of LUADs are complex, and the prognoses of patients with LUAD vary significantly. Although significant progress has been made in targeted therapy and immunotherapy for LUADs in recent years, the drug resistance of tumor cells has not been effectively overcome, which limits the benefits of patients. With the accomplishment of the Human Genome Project, sequencing-based genomic and transcriptomics have come into the field of clinical and scientific researches. Single-cell sequencing, as a new type of sequencing method that has captured increasing attention recently, can perform specific analysis of cell populations at single-cell level, which can reveal the unique changes of each cell type. Single-cell sequencing can also provide accurate assessment on heterogeneous stromal cells and cancer cells, which is helpful to reveal the complexity of molecular compositions and differences between non- and malignant tissues. To sum up, it is an urgent need for clinicians and basic scientists to deeply understand the pathogenesis and development of LUAD, the heterogeneity of tumor microenvironment (TME) and the mechanism of drug resistance formation through single-cell sequencing, so as to discover new therapeutic targets. In this paper, we reviewed and summarized the application and progress in single-cell sequencing of LUADs.
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