Literature DB >> 28367248

TNM Staging Matched-pair Comparison of Surgery After Neoadjuvant Chemoradiotherapy, Surgery Alone and Definitive Chemoradiotherapy for Thoracic Esophageal Squamous Cell Carcinoma.

ShiLiang Liu1, Bo Qiu1, GuangYu Luo2, Ying Liang3, YuZhen Zheng4, ZhaoLin Chen1, KongJia Luo4, Mian Xi1, Qing Liu5, YongHong Hu1, Qun Li1, JianHua Fu4, MengZhong Liu1, Hong Yang4, Hui Liu1.   

Abstract

Introduction: We used the TNM staging matched-pair approach to compare the efficacies of surgery after neoadjuvant chemoradiotherapy (NCT), surgery alone and definitive chemoradiotherapy (CCRT) in patients with localized advanced thoracic esophageal squamous cell carcinoma (ESCC).
Methods: A total of 642 patients with ESCC from previous studies were studied. Patients whose treatment involved NCT + surgery and surgery alone were compared with patients receiving CCRT. Prospensity score matched-pair comparison based on pre-treatment TNM staging was developed to assess the efficacies of these treatment options.
Results: Prospensity score matched-pair comparison to control for bias generated a cohort of 274 patients who were eligible for comparison. The 3-year OS rate was 70.0% in the NCT + surgery group, compared to 51.7% in the surgery group (p=0.000) and 61.9% in the CCRT group (p=0.082). With the TNM staging matched-pair approach, the CCRT group had more upper thoracic ESCC patients (43/92, 46.7%), while the surgery group had more lower thoracic ESCC patients (37/92, 40.2%). The 3-year OS rates were comparable between the surgery alone group and CCRT group (p=0.109). Conclusions: NCT plus surgery was superior in OS to surgery alone or CCRT. The 3-year OS rates were comparable between the surgery alone group and CCRT group with TNM staging matched-pair approach. Further investigation is warranted to confirm these findings.

Entities:  

Keywords:  Esophageal squamous cell carcinoma; definitive chemoradiotherapy; neoadjuvant chemoradiotherapy; surgery

Year:  2017        PMID: 28367248      PMCID: PMC5370512          DOI: 10.7150/jca.17048

Source DB:  PubMed          Journal:  J Cancer        ISSN: 1837-9664            Impact factor:   4.207


Introduction

There are two main different histological types of esophageal cancer, adenocarcinoma and squamous cell carcinoma. Most clinical studies did not differentiate between these two types, but increasing evidence supports differences between esophageal adenocarcinoma and esophageal squamous cell carcinoma (ESCC) with respect to epidemiology, pathogenesis, tumor biology, and prognosis 1. The most recent 2010 tumor, node, metastasis (TNM) staging system provides different stage groupings for ESCCs and adenocarcinomas of the esophagus in acknowledgement of these differences 2. Surgery alone achieved poor long-term survival. Concurrent chemotherapy showed a radiosensitizing effect. These issues promoted the evaluation of preoperative chemoradiotherapy. Several randomized trials and meta-analyses supported better survival with neoadjuvant concurrent chemoradiation compared with surgery alone, and this multimodality approach is generally preferred for potentially resectable stage II/III thoracic cancer 1,3,4. In the CROSS Trial, 363 patients diagnosed with potentially resectable esophageal or esophagogastric junction (EGJ) cancer (86 ESCC, 273 adenocarcinoma, and 4 other) were randomly assigned to preoperative chemoradiotherapy using weekly paclitaxel plus carboplatin and concurrent RT (41.4 Gy over five weeks) or surgery alone. The median overall survival (OS) was significantly better with preoperative chemoradiation (three-year survival rate 58% versus 44%) at a median follow-up of 32 months 1. Neoadjuvant chemoradiotherapy followed by surgery is superior, especially for thoracic esophageal adenocarcinoma, and the CROSS Trial demonstrated that histological type was not a prognostic factor for overall survival. Patients with ESCC benefited from neoadjuvant chemoradiotherapy the same as patients with adenocarcinoma 1. However, the optimal treatment for locally advanced ESCC remains controversial in the real world, and clinical treatment includes surgery with or without preoperative treatment or a non-surgical approach using definitive chemoradiotherapy 5-10. More ESCC patients had upper thoracic esophageal lesions and higher failures in cervical areas and the upper mediastinum after treatment. The cervical and superclavicular lymph nodes are difficult to remove using surgery, and the risk of anastomosis leak may be increased if this area was involved in the preoperative irradiation field. Few published data have compared all the above-mentioned treatments for thoracic ESCC patients to address this question. Therefore, this study used the matched-pair approach as a less biased comparison of patients with similar clinical stages and other baseline characteristics to assist physicians in determining treatment options for localized advanced thoracic ESCC patients.

Materials and Methods

Acquisition of clinical data

The study scanned 642 consecutive patients who were diagnosed with locally advanced ESCC from previous studies 11,21,22,23 between January 1, 2002, and June 30, 2012, at the Sun Yat-sen University Cancer Center. A regional multidisciplinary team (MDT) fully discussed patient treatment options. Each patient underwent a physical examination, laboratory tests and electrocardiograms.,A medical history was acquired including concomitant medications, Eastern Cooperative Oncology Group (ECOG) performance status, and smoking/alcohol abusing history. Patient data included chest and upper abdomen computed tomography (CT) or positron emission tomography (PET) scans, endoscopic ultrasound (EUS) of the esophagus with biopsy, and bone scans. Tumor stage was classified using the TNM staging system proposed by the American Joint Committee on Cancer (6th edition). Patients satisfied the following inclusion criteria: 1) pathologically confirmed thoracic ESCC; 2) without previous cancer treatments; and 3) ECOG performance status ≤2. Patients were excluded if their tumors were too stenotic to be examined by EUS or could not be processed on EUS examination for any other reasons. Patients with severe comorbid conditions and other active malignancies were excluded from the analysis. This study was a retrospective analysis of a prospectively assembled ESCC database. The Institutional Review Board of Sun Yat-Sen University Cancer Center approved the database and study design. Informed consent from all patients was obtained before treatment.

Treatment

Neoadjuvant chemoradiotherapy followed by surgery

There were two different concurrent chemotherapy regimens for neoadjuvant treatment: 1. two cycles of cisplatin (25 mg/m2, d 1-4 and d 22-25) and NVB (25 mg/m2, d1, d8, d22, d29) concurrently with 40 Gy radiation, which was given in 20 fractions over 4 weeks; and 2. weekly cisplatin (25 mg/m2, d 1, d 8, d 15, and d 22) and docetaxel (25 mg/m2, d 1, d 8, d 15, and d 22) concurrently with 40 Gy radiation, which was administered in 20 fractions over 4 weeks. Radiotherapy was administered using a three-dimensional plan with a Varian Pinnacle radiotherapy treatment planning system. All patients underwent a physical examination, laboratory tests, electrocardiograms and lung function tests four weeks after neoadjuvant chemoradiotherapy (NCT). Patient evaluations also included chest and upper abdomen CT scans and EUS of the esophagus. Surgery was performed 6 weeks after neoadjuvant chemoradiotherapy. Surgery consisted of an initial right-sided posterolateral thoracotomy for esophagectomy, midline laparotomy for gastric tube mobilization, and a left-side cervical incision for anastomosis. A retrosternal or posterior mediastinal route was used for alimentary tract reconstruction. Lymph nodes (LNs) were resected and labeled by their specific location according to the guideline proposed by the Japanese Society for Esophageal Diseases 8. Two-field lymphadenectomy was performed for patients with unfound cervical metastasis, including right/left laryngeal recurrent nerve, paraesophageal, subcarinal, superior phrenic, lower posterior mediastinal and abdominal lymph nodes.

Surgery alone

All patients were treated using the en bloc technique 6. Briefly, the surgery consisted of an initial right-sided posterolateral thoracotomy for esophagectomy, midline laparotomy for gastric tube mobilization, and a left-side cervical incision for anastomosis. A retrosternal or posterior mediastinal route was used for alimentary tract reconstruction. LNs were resected and labeled by their specific location according to the guideline proposed by the Japanese Society for Esophageal Diseases. Our hospital routinely performed two-field lymphadenectomy for patients with unfound cervical metastasis, including right/left laryngeal recurrent nerve, paraesophageal, subcarinal, superior phrenic, lower posterior mediastinal and abdominal lymph nodes.

Definitive chemoradiotherapy

Patients were immobilized and simulated according to a standard protocol for esophageal carcinoma in our center 11. Patients were immobilized with a vacuum in a supine position. CT-based simulation with 5 mm slice thickness was performed. Patients were scanned from the Axis (C2) to the second lumbar vertebra (L2) level. Briefly, the gross tumor volume (GTV) was the primary lesion diagnosed by endoscopy or CT scan. The regions of tumor that were discovered on endoscopy but not on CT were also included. A single radiologist (Dr. PeiQiangCai) reviewed all patient CT scans to minimize inter-observer variability. Lymph nodes that measured ≥10 mm in short axis, showed central necrosis or infiltrative margin were considered malignant 12. The clinical target volume (CTV) of patients comprised subclinical areas. Two planning target volumes (PTVs) were defined. PTV1 covered the GTV with a 0.5-cm margin, and PTV2 covered the CTV with a 0.5-cm margin in all directions. Patients received a 3DCRT treatment plan that was calculated by the Philips Pinnacle planning system, and treatment was administered using a 6-MV linear accelerator. Patients received an IMRT treatment plan that was calculated by the Elekta Monaco planning system or Varian Eclipse planning system, and treatment was administered using a 6-MV linear accelerator. PTV1 was given a median dose of 60 Gy (range from 56-70 Gy) and PTV2 was given a median dose of 46 Gy (range from 40 to 54 Gy). Organ constraints included a Dmax for the spinal cord <46 Gy, a mean dose for the lungs <17 Gy and a V20 for the lungs <30%. There were two different concurrent chemotherapy regimens: 1) two cycles of cisplatin and 5-fluorouracil (5-FU), which consisted of 60 mg/m2 cisplatin administered on d 1 and 29 and 300 mg/m2/24 h 5-FU administered on d 1 to 3 and d 29 to 31; and 2) cisplatin 25 mg/m2 and docetaxel 25 mg/m2 weekly for 4-6 weeks 11,13.

Follow-up and treatment response assessments

The start of the follow-up period was defined as the initial date of local or systemic treatment. Chest and upper abdomen CTs were performed every 3 months and endoscopy every 6 months until the disease progressed. Bone scans were administered in patients with suspected bone metastasis. PET scans were performed in patients with suspected systemic progression. Treatment response, overall survival, local relapse and distant failure were recorded. OS was defined as the time from initial treatment (surgery or CRT) to death (or last known living contact), and disease-free survival (DFS) was defined as the time from initial treatment to disease failure. OS and DFS were used as measures of prognosis. Disease failure patterns were described as locoregional recurrence, distant recurrence, and combined failure. Locoregional recurrence was defined as recurrence at the anastomosis or within the area of the previous tumor resection or nodal clearance. Distant recurrence was defined as distant metastases to solid organs or recurrences in the pleura or peritoneal cavity. Combined failure was defined as simultaneous locoregional and distant recurrences.

Statistical analysis

Analysis of the general status (OS, PFS) of all 274 patients. OS was defined as the period from the initial date of treatment to the date of death from any cause or the last visit before December 31, 2014. PFS was calculated as the time from the initial date of treatment to the date of local or distant failures to the last visit before December 31, 2014, which was the date of last follow-up. Means and standard deviations, frequencies and percentage were calculated to describe the data. A logistic regression model was used to generate propensity scores, including all potential confounding variables. Patient demographics were compared between three treatment groups by χ2 or Mann-Whitney U test. The potential confounding variables were considered by the MDT and included age, ECOG performance status, EUS-defined clinical staging and CT-defined clinical staging. The Kaplan-Meier method was used to produce survival curves, and 3-year OS and DFS were determined. DFS and OS were compared using a two-sided log-rank test. IBM SPSS Statistics ver. 22 for Windows (IBM Corporation, Armonk, NY, USA) was used to perform all statistical analyses, and differences were considered significant for p<0.05.

Results

Patient characteristics

A total of 274 of the 642 consecutive patients with locally advanced ESCC were eligible for inclusion. Based on the above-mentioned matching procedure and considering five matching criteria, 156 patients were excluded because of unavailable EUS examinations (Fig. 1). Table 1 shows the details of the 274 patients with respect to treatment modalities and matched tumor characteristics. Patient sex, age, clinical T stage, clinical N stage and clinical stage (AJCC 6th edition) were well matched (p>0.5). More than 75% of patients in all three groups were diagnosed with stage III disease according to EUS and CT scans. There were 43/67 (67.2%) patients with upper thoracic esophageal cancer in the CCRT group, and the NCT followed by surgery and surgery alone groups included more patients with primary tumors located at the middle and lower esophagus (Table 1).
Fig 1

Staging matched-pair analysis of thoracic ESCC patients who underwent radical treatments

Table 1

Clinical characteristics of thoracic ESCC patients who underwent radical treatments (n=274)

CharacteristicsNCT+S (n=90) No. (%)Surgery (n=92) No. (%)CCRT (n=92) No. (%)p-value
Sex
Male72 (80.0%)70 (76.1%)70 (76.1%)0.862
Female18 (20.0%)22 (23.9%)22 (23.9%)
Age (year), median (range)55 (42-73)58 (39-77)60 (40-80)0.643
ECOG
0-188 (97.8%)88 (95.6%)85 (92.4%)0.745
22 (2.2%)4 (4.4%)7 (7.6%)
cT stage (6th edition)
cT12 (2.2%)2 (2.2%)2 (2.2%)0.884
cT218 (20.0%)17 (18.5%)17 (18.5%)
cT365 (72.2%)67 (72.8%)67 (72.8%)
cT45 (5.6%)6 (6.5%)6 (6.5%)
cN stage (6th edition)
cN022 (24.4%)25 (27.2%)22 (23.9%)0.872
cN168 (75.6%)67 (72.8%)70 (76.1%)
cStage (6th edition)
Stage I2 (2.2%)2 (2.2%)2 (2.2%)0.891
Stage II20 (22.2%)21 (22.8%)20 (21.7%)
Stage III68 (75.6%)69 (75.0%)70 (76.1%)

3-year OS by different treatments and tumor locations

Patients demonstrated an estimated OS of 68.7 months in the NCT + surgery group, 52.7 months in the surgery alone group and 59.8 months in the CCRT group with a median follow-up of 48 months (range, 5-109 months) (p=0.098 using the log-rank test; HR, 1.188; 95% CI, 0.967 to 1.456) (Fig. 2A). The 3-year OS rate was 70.0% in the NCT + surgery group, compared with 51.7% in the surgery alone group (p=0.000 using the log-rank test) and 61.9% in the CCRT group (p=0.082 using the log-rank test). The 3-year OS rates were comparable between the surgery alone group and CCRT group (p=0.109 using the log-rank test).
Fig 2

A. 3-year OS in patients with staging matched-pair ESCC treated by NCT + surgery, surgery alone and CCRT (p=0.098). The difference between NCT + surgery group, and surgery alone group was significant (p=0.000). The difference between NCT+surgery group and CCRT group was marginal significant (p=0.082). The 3-year OS rates were comparable between the surgery alone group and CCRT group (p=0.109). B. 3-year OS in patients with staging matched-pair ESCC according to primary tumor location (p=0.446).

Sixty-seven of the 274 (24.5%) ESCC patients had primary tumors located at the upper thoracic esophagus, 139/274 (50.7%) had middle thoracic tumors and 68/274 (24.8%) had lower thoracic tumors. The analyses revealed an estimated OS of 65.8 months in the upper thoracic group, 63.2 months in the middle thoracic group and 57.7 months in the lower thoracic group (p=0.446 using the log-rank test; HR, 1.096; 95% CI, 0.865 to 1.388) (Fig. 2B). The 3-year OS rates were 64.2% in the upper thoracic group, 53.9% in the middle thoracic group and 59.2% in the lower thoracic group. With the TNM staging matched-pair approach, the CCRT group had more Upper thoracic ESCC patients (43/92, 46.7%), while the surgery group had more lower thoracic ESCC patients (37/92, 40.2%).

Toxic effects

In NCT followed by surgery group, grade 3-4 hematologic toxicity was observed in 21 patients (23.3%); 12 patients (13.3%) developed pulmonary complications; 8 patients (8.9%) had anastomotic leakage after surgery. In surgery alone group, 10 patients (10.9%) had pulmonary complications and 9 patients (9.8%) had anastomotic leakage. In CCRT group, 28 patients (30.4%) developed grade 3-4 hematologic toxicity; 3 patients (3.3%) developed febrile neutropenia; 4 patients (4.3%) developed grade 3 pneumonitis.

Failure patterns

A total of 132 patients died during the observation period of the current study. The cause of death was disease progression in 124/132 (93.9%) patients. Table 2 presents the failure patterns of all 274 patients who received the three different treatments. Local failure remained the main cause of death. However, NCT followed by surgery significantly decreased the incidence of loco-regional recurrence in thoracic ESCC (p=0.026). The staging matched-pair method revealed that the incidence of distant metastases and multiple failures were comparable in all three groups.
Table 2

Treatments and patterns of failure of potentially curable ESCC (n=274)

CharacteristicNCT + Surgery (n=90)Surgery alone (n=92)CCRT (n=92)p-value
Local recurrence (%)17 (18.9%)(Cross Trial 3.3%)32 (34.8%)(Cross Trial 9.3%)30 (32.6%)0.026
Distant metastasis (%)14 (15.6%)(Cross Trial 24.2%)18 (19.6%)(Cross Trial 22.0%)11 (12.0%)0.732
Multiple failures (%)8 (8.9%)(Cross Trial 10.8%)5 (5.4%)(Cross Trial 16.5%)7 (7.6%)0.874
Total(n=274)39 (43.3%)55 (59.8%)48 (52.2%)0.047
Twenty-five patients in the NCT followed by surgery group developed local recurrences (17 local failures and 8 multiple failures). Ten of these patients had local recurrence at the upper mediastinum, 6 at the anastomosis, 11 in the supraclavicular area and 6 in the peritoneal area. Thirty-seven patients in the surgery alone group had local recurrences (32 local failures and 5 multiple failures). Twenty-one of these patients had local recurrence at the upper mediastinum, 16 at the anastomosis, 24 in the supraclavicular area and 10 in the peritoneal area. Thirty-seven patients in the CCRT group had local recurrences (30 local failures and 7 multiple failures). Twenty-eight of these patients had in-field local failure, and 9 had recurrent disease outside of the irradiation field.

Discussion

NCT followed by surgery, surgery and definitive CCRT are the main radical treatment options for localized thoracic ESCC nowadays 7. Several randomized clinical trials directly compared the outcomes of esophageal cancer patients receiving esophagectomy alone with patients receiving NCT followed by surgery 1,14,15. The results of the CROSS trial, including treatment efficacies and failure patterns, were published recently 1,16. There was a significant estimated 5-year OS benefit of 13% in favor of the NCT + surgery group after a minimum follow-up of 24 months. There were only 46/366 (12.6%) ESCC patients involved in this study, but the data analysis suggested that the benefit of NCT on survival was consistent across different histological subgroups 1. However, there is no large-scale randomized trial that compared the treatment efficacies of NCT followed by surgery, surgery and definitive CCRT. One randomized clinical trial in the UK tried to compare NCT and surgery with definitive CCRT in localized ESCC, and the results demonstrated that this analysis was not feasible because of the low number of incident-eligible patients 17. The results in the current study suggested that potentially curable ESCC patients who received NCT followed by surgery achieved a superior 3-year OS compared with those receiving surgery alone (estimated OS of 68.7 months in the NCT + surgery group, 52.7 months in the surgery group, p=0.000 using the log-rank test), which is consistent with the previous published data from the CROSS trial. However, only a marginally significant p-value (p=0.082 using the log-rank test) was observed compared with the CCRT group (estimated OS of 68.7 months vs. 59.8 months). The staging matched pair analysis demonstrated comparable the 3-year OS rates between the surgery alone group and the CCRT group. Karran et al. 18 reported a study of 727 esophageal cancer patients and used regression adjustment to create a cohort of 521 patients who were available for comparison (277 patients in the surgery group and 244 patients in the CCRT group). The median survival, and 2- and 5-year survival rates after surgery were 27 months, 53.8% and 31.0%, respectively, compared with 28 months, 54.2% and 31.9% after CCRT (p=0.918). The Bedenne et al.'s study 19 recruited ESCC patients who received NCT, and patients who responded to NCT were randomized to undergo surgery or CCRT. The long-term treatment outcomes seemed comparable, but the study is limited because of the inclusion of only patients who responded to NCT. There was a lack of high-quality results comparing these three treatment options for locally advanced ESCC, but the current study demonstrated that NCT + surgery decreased the local recurrence of ESCC patients. The local recurrence rate in the NCT + surgery group was 18.9%, and it was 34.8% in the surgery alone group and 32.6% in the CCRT group (p=0.026). The benefit of local control using NCT + surgery might contribute to the better treatment outcome of ESCC patients compared with the other two groups. NCCN guidelines recommend that ESCC patients with T1BN+, T2-T4aN0N+ receive NCT + surgery as radical treatment, but definitive CCRT should be administered to patients who are diagnosed with cervical primaries or who decline surgery. The current staging matched-pair study found that tumor location was an important issue for treatment selection, even in thoracic ESCC patients. Upper thoracic ESCC patients had a higher chance to receive definitive CCRT, while lower thoracic ESCC patients might be more likely to receive surgery-based treatment. The AJCC 7th edition staging system of esophageal cancer identifies clinical stage as the most important issue in making treatment decisions. There were few data on the impact of tumor location of thoracic ESCC of treatment outcomes, which may because most of the data came from surgical treatment. Previous studies suggested that upper thoracic ESCC patients had poorer long-term survival than middle thoracic and lower thoracic patients because of higher local recurrences. Our study demonstrated that upper thoracic ESCC patients in the NCT + surgery group and surgery alone group exhibited higher local recurrences at the cervical area, anastomosis and upper mediastinal area than patients who received definitive CCRT. A meta-analysis also demonstrated that the commonly metastatic areas of thoracic esophageal cancer were different according to the location of esophageal primary tumors. The metastatic rates of cervical, upper-mediastinal and mid-mediastinal nodes were 30.7%, 42.0% and 12.9%, respectively for upper thoracic esophageal cancer. The rates of cervical, upper-mediastinal, mid-mediastinal and abdominal nodes in middle thoracic esophageal cancer were 16.8%, 21.1%, 28.1% and 21.4%, respectively. The rates of cervical, upper-mediastinal, middle and lower mediastinal and abdominal nodes in lower thoracic esophageal cancer were 11.0%, 10.5%, 19.6%, 23.0% and 39.9%, respectively 20. These findings suggest that cervical and upper-mediastinal nodes had higher risks to develop local recurrences in upper thoracic ESCC patients, and these areas should be covered by local therapy to prevent failures after radical treatment. Subclinical diseases in these areas are not easily treated using surgical methods, but these areas can be covered by radiotherapy without obvious side effects. Therefore, definitive CCRT could achieve promising long-term outcomes compared to surgical options. Subgroup analysis failed to demonstrate that tumor location was a significant risk factor for long-term treatment outcome in this entire cohort. The estimated OS rates in ESCC patients with upper thoracic, middle thoracic and lower thoracic disease were 65.8 months, 63.2 months and 57.7 months, respectively (p=0.446 using log rank test). This result suggests that full discussions with MDT physicians before treatment may be useful for treatment decision-making and provide individualized treatment options for thoracic ESCC patients. This retrospective study has some limitations, such as selection bias, small sample and short follow-up time. It was a nonrandomized, observational comparison of three treatment options and confounded by case mix. The use of staging matched-pairs in the analyses of overall and disease-free survival reduces some of these biases. However, randomized trials are warranted to validate our results. The results of our TNM staging matched-pair approach for a less biased comparison with similar clinical stage and other baseline characteristics demonstrated that NCT + surgery remained a superior radical treatment option in thoracic ESCC patients. Upper thoracic ESCC patients had a higher chance to receive definitive CCRTwhile lower thoracic ESCC patients might be more suitable for surgery-based treatment. The 3-year OS rates were comparable between the surgery alone group and CCRT group with TNM staging matched-pair approach regardless of the location of tumor for thoracic ESCC patients. MDT discussion is important for making treatment decisions and achieving better treatment outcome. Further investigation is warranted to confirm these findings.

Source of Funding

This research was supported by 1. funds from the University Cancer Foundation via the Sister Institution Network Fund at the University of Texas MD Anderson Cancer Center and supported in part by the National Institutes of Health through M. D. Anderson's Cancer Center Support Grant CA016672 as a portion of these studies were performed in the North Campus Flow Cytometry and Cellular Imaging Core (PI: Ronald A DePinho). 2. funds from the Scientific Research Foundation for the Returned Overseas Chinese Scholars, State Education Ministry. 3. National Nature Science Fund, Support Grant 81301932.
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