Literature DB >> 33490145

Adjuvant chemoradiotherapy for patients with pathologic node-positive esophageal cancer following radical resection is associated with improved survival.

Bin Zheng1,2, Maohui Chen1,2, Cheng Chen1, Jiazhou Xiao1,2, Bingqiang Cai1,2, Shuliang Zhang1,2, Mingqiang Liang1,2, Taidui Zeng1,2, Hao Chen1,2, Weidong Wu1,2, Guobing Xu1,2, Wei Zheng1,2, Yong Zhu1,2, Chun Chen1,2.   

Abstract

BACKGROUND: Depending on the pathological stage, patients with esophageal squamous cell carcinoma (ESCC) can experience poor prognosis after surgery. This study was designed to analyze the effect of various treatments on prognosis in pathologic node-positive esophageal cancer patients who undergo radical surgery.
METHODS: We evaluated 210 pathologic stage IIb-IIIc patients (pT1-4aN + M0) who had undergone esophagectomy for thoracic ESCC from January 2013 to October 2015 at our institute. Surgery alone was applied in 65 patients, postoperative chemotherapy alone was applied in 112 patients, and postoperative adjuvant chemoradiotherapy was applied in 33 patients. Kaplan--Meier and Cox regression analysis were used to compare overall survival (OS) and disease-free survival (DFS). A nomogram was constructed to visualize the multivariate Cox regression analysis model.
RESULTS: The median follow-up period was 49.4 months. The 3- and 5-year OS rates of the patients in the surgery group, postoperative chemotherapy group, postoperative chemoradiotherapy group were 55.4%, 61.6%, and 75.8%, and 30.1%, 44.0%, and 63.0% respectively. The 3- and 5-year DFS rates of the patients in the surgery group, postoperative chemotherapy group, postoperative chemoradiotherapy group were 44.6%, 52.7%, and 72.7%, and 20.0%, 24.1%, and 39.4%, respectively. Both the OS and DFS of the patients in the postoperative chemoradiotherapy group were better than those of the patients in the surgery and postoperative chemotherapy group. Among them, the OS of the postoperative radiotherapy group was longer than that of the surgery group (P=0.011) and the postoperative chemotherapy group (P=0.190), while the DFS of postoperative chemoradiotherapy group was longer than that of the surgery group and postoperative chemotherapy group, but the difference was not statistically significant (P>0.05).
CONCLUSIONS: This study showed that postoperative adjuvant chemoradiotherapy could improve 3-year OS and DFS compared with treatment using surgery alone or postoperative chemotherapy alone. However, an evaluation of long-term prognosis requires a longer follow-up. 2020 Annals of Translational Medicine. All rights reserved.

Entities:  

Keywords:  Esophageal squamous cell carcinoma (ESCC); chemoradiotherapy; chemotherapy; esophageal surgery

Year:  2020        PMID: 33490145      PMCID: PMC7812226          DOI: 10.21037/atm-20-4893

Source DB:  PubMed          Journal:  Ann Transl Med        ISSN: 2305-5839


Introduction

Esophageal cancer is a malignant tumor characterized by higher morbidity and mortality, and is responsible for an annual 572,000 new cases and 509,000 deaths worldwide (1). In China, esophageal squamous cell carcinoma (ESCC) is the most common histologic type of esophageal cancer (2). Esophageal squamous cell carcinoma (ESCC) is usually diagnosed at a locally advanced stage. Despite the significant progress in its comprehensive treatment in recent years, its prognosis is still not satisfactory, and the reported 5-year survival rate is between 29.3% and 38.2%, with an even worse rate for patients with tumors involving the lymphatic system (3-5). Neoadjuvant approaches have become increasingly used for esophageal carcinoma, which proved to improve prognosis (6). However, only a few clinical studies have reported the value of postoperative adjuvant treatment for patients undergoing radical esophagectomy (7-9). Moreover, the patients in those retrospective studies usually did not receive the same chemotherapy or radiotherapy regimen, which might cause bias (5,7,10). Thus far, the most appropriate treatment modality for pathologic node-positive esophageal cancer, especially for squamous cell carcinoma, is still not well established. Therefore, an analysis of the various treatment strategies as potential prognostic factors for survival, including an assessment of operative procedures and postoperative adjuvant treatment, is essential. The purpose of this clinical study was thus to focus on the prognostic factors which are favorable for survival and to identify the most beneficial adjuvant treatment available. We present the following article in accordance with the Tripod reporting checklist (available at http://dx.doi.org/10.21037/atm-20-4893).

Methods

Patients

We retrospectively collected the clinical data and follow-up results of 506 thoracic ESCC patients who were admitted to the Thoracic Department of Fujian Medical University Union Hospital and accepted surgical treatment from January 2013 to October 2015. The study’s inclusion criteria were the following: (I) patients who received a radical (R0) resection surgery with two- or three-field lymphadenectomy; (II) patients who did not receive any neoadjuvant therapy, such as preoperative radiotherapy or chemoradiotherapy, before the surgery; (III) patients who were ESCC pathological type; (IV) patients who were confirmed to have lymphatic metastasis by postoperative pathology. The study’s exclusion criteria were the following: (I) patients who were unanalyzable due to incomplete follow-up information, (II) who had a diagnosis of multiple primary malignant neoplasms, or (III) who had serious basic disease. provides a flow diagram of the sequential exclusions used to create the cohort. We defined pathological stage according to the seventh edition of the Union for International Cancer Control esophageal cancer staging system (11). This single-institution, retrospective study was approved by the institutional review board of Fujian Medical University Union Hospital (No. 2015KY021) and informed consent was taken from all the patients. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013).
Figure 1

Flow diagram of pathologic node-positive thoracic ESCC patients after radical resection from January 2013 to October 2015. ESCC, esophageal squamous cell carcinoma.

Flow diagram of pathologic node-positive thoracic ESCC patients after radical resection from January 2013 to October 2015. ESCC, esophageal squamous cell carcinoma.

Surgery

Before the operation, patients were intubated with a common single-lumen tube without bronchial blocker, and turned to the semi-prone-position. The majority of patients went through radical minimally invasive esophagectomy which consisted of a right thoracotomy with two-field lymphadenectomy and gastric tube reconstruction. We performed a two-field lymph node dissection of all the patients and added a cervix node dissection depending on the frozen pathological results of lymph nodes along the right recurrent laryngeal nerve or preoperative imaging.

Postoperative treatment and follow-up

The postoperative adjuvant chemotherapy included cisplatin (75 mg/m2 on day 1, completing at least 4 chemotherapy cycles, with 21 days as 1 cycle). The postoperative adjuvant chemoradiotherapy included: (I) chemotherapy included cisplatin (75 mg/m2 on day 1, completing at least 4 chemotherapy cycles, with 21 days as 1 cycle); (II) radiotherapy: the clinical target volume contained both tumor area and high-risk lymphatic drainage area. Radiation mode and dose: target area was given a total dose of 50.4 Gy over 5 to 6 weeks by intensity modulated radiation therapy (IMRT). In the postoperative adjuvant chemoradiotherapy group, radiotherapy was performed concurrently with chemotherapy. The first examination was routinely performed 4 weeks after surgery, at 3- to 6-month intervals for 2 years and at 12-month intervals thereafter. Throughout the follow-up period, the patients underwent examination, including ultrasonography (US) of the neck and abdomen, and computed tomography (CT) of the neck, thorax, and abdomen once a year. Bone scintigraphy, positron emission tomography (PET), and head enhanced magnetic resonance imaging (MRI) were performed on the basis of clinical symptoms, clinical signs, and chemical analysis results. Locoregional, lymph node recurrence was considered tumor recurrence, while organ or hematogenous metastasis was considered tumor metastasis. Overall survival (OS) was defined as the time from the date of surgery to death or to the date of the last follow-up. Disease-free survival (DFS) was defined as the time from the date of surgery to the time of recurrence or to the date of the last follow-up. The patients who could not be contacted were considered lost to follow-up.

Statistical analysis

Baseline patient characteristics and postoperative outcomes were compared using analysis of variance for continuous variables and Chi-square test for discrete variables (12). The primary outcome was OS and DFS which were evaluated using the Kaplan-Meier method and compared with the log-rank test. Univariate and multivariate Cox proportional hazard regression was performed to find the association between the clinicopathologic characteristics and OS, and to identify the prognostic parameters for survival. Statistically significant variables (P<0.05) from the multivariate Cox regression analysis were entered into the nomograms. The scheme of nomogram was drawn using R with the rms package. Calibration curves were plotted to assess the agreement between the actual survival and the predicted survival at 3 years in the primary cohort. All the data obtained from this study were analyzed with the aid of SPSS version 22.0 and R version 2.8.1 (R foundation for Statistical Computing). A P value of <0.05 was considered statistically significant for all procedures.

Results

Patient’s characteristics

presents the characteristics of 210 patients. The final cohort included 210 patients who underwent esophagectomy without neoadjuvant therapy with pathologic node-positive esophageal cancer. Among them, 65 patients were treated with surgery alone (group S), 112 received postoperative chemotherapy alone following surgery (group CT), and 33 underwent postoperative adjuvant chemoradiotherapy (group CRT). The patient characteristics of the three groups were found to be comparable. In total, 164 (78.1%) patients were male, and the median age of all patients was 58.2 years. A total of 120 (57.1%) patients had a history of smoking, and the same number had a history of alcohol consumption. Almost all patients (97.6%) underwent thoracoscopic surgery, and 155 persons were treated with two-field lymphadenectomy. The median number of harvested lymph nodes of all patients was 35.1, and the median number of positive lymph nodes was 3.38, but neither was statistically significant across the three groups.
Table 1

Characteristics of 210 thoracic ESCC patients included in the study

VariableTotal, n=210S group, n=65CT group, N=112CRT group, N=33P value
Age, years58.28±8.3059.68±8.1857.59±8.6257.85±7.230.259
   <60 years old1183268180.325
   ≥60 years old92334415
Gender0.584
   Male164488927
   Female4617236
Comorbidity0.667
   Yes4414255
   No166518728
History of cigarette smoking0.629
   Yes90314613
   No120346620
History of alcohol consumption0.687
   Yes90255015
   No120406218
Surgery approach0.849
   VATS2056310933
   Open surgery5230
Site of the esophagogastric anastomosis0.341
   Thoracic cavity12543
   The left neck1955810730
   The right neck3210
The range of lymph node dissection0.239
   Mediastinal + abdominal155448823
   Mediastinal + abdominal + cervical55212410
BMI21.67±3.2720.99±2.7822.03±3.6321.78±2.680.123
   Tumor location0.041
   Upper one-third11434
   Middle one-third144448416
   Lower one-third55172513
Pathologic T category0.104
   1325225
   2223145
   3145537121
   411452
Pathologic N category0.242
   198325313
   290304317
   3223163
Pathologic TNM stage0.206
   IIb305223
   IIIa85274315
   IIIb66262911
   IIIc297184
Differentiation0.318
   Well (G1)5918365
   Moderate (G2)122405923
   Poor or undifferentiated (G3 or Gx)297175
Number of harvested lymph nodes35.61±12.5835.51±14.0234.87±11.8538.33±11.970.380
Number of positive nodes3.38±2.882.98±2.143.46±3.033.88±3.540.317
Postoperative complications
   Anastomotic fistula0.881
      Yes16682
      No1945910431
   Pulmonary infection0.524
      Yes61222910
      No149438323
   Chylothorax0.888
      Yes8341
      No2026210832
   Cardiovascular complications0.465
      Yes2610142
      No184559831
   Postoperative hospital stay (days)14.33±7.3314.98±8.7514.06±6.9413.97±5.430.690

ESCC, esophageal squamous cell carcinoma; Group S, surgery-only group; group CT, postoperative chemotherapy group; group CRT, postoperative chemoradiotherapy group.

ESCC, esophageal squamous cell carcinoma; Group S, surgery-only group; group CT, postoperative chemotherapy group; group CRT, postoperative chemoradiotherapy group.

Survival

The median follow-up time was 49.4 months. The 1-, 3-, and 5-year OS rates of the patients in the surgery group were 92.3%, 55.4%, and 30.1%, respectively. The 1-, 3-, and 5-year OS rates of the patients in the postoperative chemotherapy group were 92.0%, 61.6%, and 44.0%, respectively. The 1-, 3-, and 5-year OS rates of the patients in the postoperative chemoradiotherapy group were 97.0%, 75.8%, and 63.0%, respectively. The OS of the patients in the postoperative chemoradiotherapy group was significantly better than that of the patients in the surgery-alone and postoperative chemotherapy group (P=0.027, ), with further statistical significance found between group S and group CRT. The 1-, 3-, and 5-year DFS rates of the patients in the surgery group were 81.5%, 44.6%, and 20.0%, respectively. The 1-, 3-, and 5-year DFS rates of the patients in the postoperative chemotherapy group were 81.3%, 52.7%, and 24.1%, respectively. The 1-, 3-, and 5-year DFS rates of the patients in the postoperative chemoradiotherapy group were 93.9%, 72.7%, and 39.4%, respectively. The DFS of the patients in the postoperative chemoradiotherapy group was better than that of the patients in the surgery and postoperative chemotherapy group, but the difference was not statistically significant. (P>0.05, ). In addition, we found no significant difference in OS or DFS between the surgery and postoperative chemotherapy group.
Figure 2

Comparison of OS among the three groups. OS, overall survival.

Figure 3

Comparison of DFS among the three groups. DFS, disease-free survival.

Comparison of OS among the three groups. OS, overall survival. Comparison of DFS among the three groups. DFS, disease-free survival.

Independent prognostic factors and nomogram model

The univariate Cox regression analyses indicated that age (<60 vs. ≥60), history of cigarette smoking, postoperative therapy, pathologic T category, pathologic N category, tumor differentiation, and surgery approach were significantly associated with survival. The results of the univariable analysis are listed in . All significant factors in the univariable analysis were used in the multivariate Cox proportional hazard regression analysis. Age (<60 vs. ≥60), a history of cigarette smoking, postoperative therapy, pathologic T category, pathologic N category, and tumor differentiation remained independent prognostic factors in the Cox model (). is a nomogram derived from this model and depicts the predictive factors for OS; meanwhile, the calibration plots in show no significant departure from the ideal curve between the nomogram prediction and actual observation for 3-year OS.
Table 2

Univariable analysis and multivariate Cox proportional hazards regression analysis

VariableUnivariable analysis PMultivariable analysis
Hazard ratio95% CIP
Age (<60 vs. ≥60)0.02
   <60Reference
   ≥601.4601.005 to 2.1200.047
History of cigarette smoking0.054
   Yes1.4701.019 to 2.1200.039
   NoReference
Postoperative therapy 0.03
   NoneReference
   Chemotherapy0.8670.573 to 1.3110.499
   Chemoradiotherapy0.4460.241 to 0.8210.010
Pathologic T category0.03
   1Reference
   21.2780.523 to 3.1250.591
   31.9141.057 to 3.4670.032
   41.9850.810 to 4.8610.134
Pathologic N category<0.001
   1Reference
   21.9071.264 to 2.8790.002
   33.2631.791 to 5.946<0.001
Differentiation0.03
   Well (G1)Reference
   Moderate (G2)1.4890.952 to 2.3280.081
   Poor or undifferentiated (G3 or Gx)2.0711.157 to 3.7070.014
Surgery approach0.09
Gender0.2
BMI (<25 vs. ≥25)0.2
Comorbidity0.7
History of alcohol consumption0.3
Site of the esophagogastric anastomosis0.2
The range of lymph node dissection0.6
Tumor location0.8
Anastomotic fistula0.251
Pulmonary infection0.681
Chylothorax0.803
Cardiovascular complications0.459
Figure 4

Postoperative prognostic nomogram for patients after radical esophagectomy.

Figure 5

The calibration curve for predicting ESCC patient survival at 3 years in the primary cohort. The X-axis represents the nomogram-predicted survival, and the Y-axis represents actual survival measured by Kaplan-Meier analysis. ESCC, esophageal squamous cell carcinoma.

Postoperative prognostic nomogram for patients after radical esophagectomy. The calibration curve for predicting ESCC patient survival at 3 years in the primary cohort. The X-axis represents the nomogram-predicted survival, and the Y-axis represents actual survival measured by Kaplan-Meier analysis. ESCC, esophageal squamous cell carcinoma.

Discussion

Radical surgical resection is the standard treatment for resectable thoracic esophageal cancer and has proven effective based on certain results. However, owing to the high rate of recurrence or metastasis, the OS of radical resections still remains poor. The meta-analysis (10) we conducted in 2013 indicated that relatively few studies have analyzed the effectiveness of postoperative CRT for patients with EC in contrast to neoadjuvant CRT. The chief reason for this may be the difficulty faced by the patients in bearing the side effects of postoperative CRT. After surgery, it is not uncommon for postoperative patients to become debilitated and develop postoperative complications. Fortunately, with the advancement in surgical techiques, surgeons can perform operations less invasively than in traditional surgery (13-15). In addition, with the improvement of radiotherapy equipment and the optimization of radiotherapy and chemotherapy, the side effects of postoperative treatment were tolerable and gradually reduced, and only few serious side effects were reported (10,16). Kang et al. conducted a meta-analysis of 2,165 patients and found that postoperative chemoradiotherapy yielded significant survival benefit and improved local-regional control with tolerable toxicity for patients with EC (16). We thus conducted this retrospective study to determine whether postoperative adjuvant chemoradiotherapy and adjuvant chemotherapy can provide meaningful treatment benefit for ESCC patients. Our results found that postoperative adjuvant chemoradiotherapy was associated with significantly improved OS as compared with the surgery alone and adjuvant chemotherapy groups of pIIb-IIIc ESCC patients. The results are consisted with other reported studies, including a retrospective analysis of patients with ESCC reported in 2014 which found precise chemoradiation treatment to be associated with a significantly higher OS as compared to surgical resection alone (17). Another study of patients with pT3-4Nx-0 disease reported that postoperative CRT increasing the OS rate from 18% to 36.4% in comparison with surgery alone (P<0.001) (18). Our results also found that postoperative adjuvant chemoradiotherapy improved the OS rate of patients with pIIb-IIIc ESCC as compared to surgery alone, and other research has indicated postoperative adjuvant chemotherapy to be an independent predictor of recurrence (19). A clinical problem arises when different curative effects occur in ESCC patients who undergo the same treatment. For instance, all patients in a cohort may undergo radical resection, with some surviving for a long time, and others suffering recurrence or metastasis soon after operation. In theory, postoperative adjuvant chemoradiotherapy or postoperative adjuvant chemotherapy can reduce or even eliminate the residual tumor cells via microtransfer. Thus, experts tend to perform postoperative adjuvant treatment throughout the entire therapeutic process. These results show that postoperative adjuvant chemotherapy or chemoradiotherapy can provide increased survival rates for patients with pathologic stage IIb–IIIc (pT1-4aN + M0) ESCC and thus should be considered appropriate treatments. The current treatment of esophageal cancer in China is mainly based on Western clinical guidelines, but our conclusions differed from those of Western clinical studies. One possible reason for this discrepancy is that the main pathological type of esophageal carcinoma in China is esophageal squamous cell carcinoma, whereas it is esophageal adenocarcinoma in Western countries. This implies differences in histological characteristics, biological behavior, tumor position, sensitivity to chemotherapy drugs, and so on. Other centers have also examined the suitable treatment for patients with locally advanced ESCC. The results of the study by Lyu et al. (20) suggested that paclitaxel- and cisplatin-based adjuvant chemotherapy was associated with a significantly increased OS as compared with surgery alone in lymph node-positive ESCC patients. In addition, the postoperative adjuvant chemotherapy and postoperative adjuvant chemoradiotherapy groups exhibited a substantially lower risk of recurrence or death than did the non-adjuvant group. The study also showed that if patients could tolerate both adjuvant chemotherapy and CRT, they could be spared from later high-dose irradiation for locoregional recurrence without causing an increase in the long-term postoperative complications. Chen et al. (21) showed that the effects of postoperative adjuvant CRT in patients with ESCC are not clear. He analyzed the reasons for the shortage of large case-control and prospective clinical studies; the absence of statements concerning the indication for adjuvant therapy in the guidelines and the consequent variability in application and assessment; and the deficit in esophageal cancer research regarding the mechanisms of metastasis compared to the research in other solid tumors, such as breast and lung cancer. Some limitations to our study should also be addressed. The sample size in our study was not large. Furthermore, the cause of death was not determined in our study because we lacked the relevant data. In conclusion, our results show that patients with pIIb-IIIc (pT1-4aN + M0) ESCC can experience improved survival through postoperative adjuvant chemoradiotherapy. We therefore suggest that patients with pIIb-IIIc (pT1-4aN + M0) undergo postoperative chemoradiotherapy. The article’s supplementary files as
  21 in total

1.  Adjuvant Therapy for Node-Positive Esophageal Cancer After Induction and Surgery: A Multisite Study.

Authors:  Tara R Semenkovich; Melanie Subramanian; Yan Yan; Wayne L Hofstetter; Arlene M Correa; Stephen D Cassivi; Matthew L Inra; Brendon M Stiles; Nasser K Altorki; Andrew C Chang; Alexander A Brescia; Gail E Darling; Frances Allison; Stephen R Broderick; Eric W Etchill; Felix G Fernandez; Ray K Chihara; Virginia R Litle; Juan A Muñoz-Largacha; Benjamin D Kozower; Varun Puri; Bryan F Meyers
Journal:  Ann Thorac Surg       Date:  2019-06-20       Impact factor: 4.330

2.  Postoperative adjuvant therapy for resectable thoracic esophageal squamous cell carcinoma: a retrospective analysis of 426 cases.

Authors:  Hailu Chen; Zhiyong Wu; Jiexin Chen; Xiaorong Lin; Chunpeng Zheng; Yanghang Fan; Zechun Zhang; Xiaodong Yao; Jianyi Wu; Liyan Xu; Enmin Li
Journal:  Med Oncol       Date:  2014-12-06       Impact factor: 3.064

3.  Survival benefits of postoperative chemoradiation for lymph node-positive esophageal squamous cell carcinoma.

Authors:  Po-Kuei Hsu; Chien-Sheng Huang; Bing-Yen Wang; Yu-Chung Wu; Wen-Hu Hsu
Journal:  Ann Thorac Surg       Date:  2014-03-06       Impact factor: 4.330

4.  Outcomes, quality of life, and survival after esophagectomy for squamous cell carcinoma: A propensity score-matched comparison of operative approaches.

Authors:  Hao Wang; Yaxing Shen; Mingxiang Feng; Yi Zhang; Wei Jiang; Songtao Xu; Lijie Tan; Qun Wang
Journal:  J Thorac Cardiovasc Surg       Date:  2015-01-09       Impact factor: 5.209

5.  Totally minimally invasive two-stage esophagectomy with intrathoracic hand-sewn anastomosis: short-term clinical and oncological outcomes.

Authors:  M Elshaer; G Gravante; C-B Tang; N V Jayanthi
Journal:  Dis Esophagus       Date:  2018-03-01       Impact factor: 3.429

6.  The American Joint Committee on Cancer: the 7th edition of the AJCC cancer staging manual and the future of TNM.

Authors:  Stephen B Edge; Carolyn C Compton
Journal:  Ann Surg Oncol       Date:  2010-06       Impact factor: 5.344

7.  Prognostic factors and outcome for patients with esophageal squamous cell carcinoma underwent surgical resection alone: evaluation of the seventh edition of the American Joint Committee on Cancer staging system for esophageal squamous cell carcinoma.

Authors:  Shao-Bin Chen; Hong-Rui Weng; Geng Wang; Jie-Sheng Yang; Wei-Ping Yang; Di-Tian Liu; Yu-Ping Chen; Hao Zhang
Journal:  J Thorac Oncol       Date:  2013-04       Impact factor: 15.609

8.  Utility of Adjuvant Chemotherapy After Neoadjuvant Chemoradiation and Esophagectomy for Esophageal Cancer.

Authors:  Bryan M Burt; Shawn S Groth; Yvonne H Sada; Farhood Farjah; Lorraine Cornwell; David J Sugarbaker; Nader N Massarweh
Journal:  Ann Surg       Date:  2017-08       Impact factor: 12.969

9.  Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.

Authors:  Freddie Bray; Jacques Ferlay; Isabelle Soerjomataram; Rebecca L Siegel; Lindsey A Torre; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2018-09-12       Impact factor: 508.702

10.  Adjuvant radiotherapy for stage pN1M0 esophageal squamous cell carcinoma: Results from a Chinese two-center study.

Authors:  Wenjie Ni; Junqiang Chen; Zefen Xiao; Shufei Yu; Wencheng Zhang; Zongmei Zhou; Dongfu Chen; Qinfu Feng; Xiaohui Chen; Yu Lin; Kunshou Zhu; Shugeng Gao; Qi Xue; Yousheng Mao; Guiyu Cheng; Kelin Sun; Xiangyang Liu; Dekang Fang
Journal:  Thorac Cancer       Date:  2019-05-17       Impact factor: 3.500

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.