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. 2017 Dec 2;12:195. doi: 10.1186/s13014-017-0909-6

Health-related quality of life in long-term survivors of unresectable locally advanced non-small cell lung cancer

Juntao Ran 1, Jingbo Wang 1, Nan Bi 1, Wei Jiang 1, Zongmei Zhou 1, Zhouguang Hui 1, Jun Liang 1, Qinfu Feng 1, Luhua Wang 1,
PMCID: PMC5712080  PMID: 29197373

Abstract

Background

Heath-related quality of life (HRQoL) among survivors with unresectable locally-advanced non-small cell lung cancer (LA-NSCLC) treated with radiotherapy and chemotherapy still is not clear. The current study were performed to determine HRQoL for long-term survivors with unresectable LA-NSCLC and to identify risk factors for poor HRQoL.

Methods

Among patients with LA-NSCLC receiving radiotherapy and chemotherapy between January 2006 and December 2010, 82 long-term survivors beyond 5 years were identified in this cross-sectional study. The European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ)-C30 and the lung cancer-specific questionnaire QLQ-LC13 were employed to gather information on HRQoL. HRQoL scores were compared between different subgroups to analyze factors related to HRQoL.

Results

Fifty-five out of 82 (67%) long-term survivors completed the HRQoL survey. They reported a mild reduction in global health status and physical and emotional functioning. Fatigue, dyspnea, coughing, and financial difficulties ranked the highest scores in the symptom scales. Analysis of risk factors for HRQoL showed age, exercise, smoking status, and treatment regimen were associated with global health status and functional scores, while age, gender, radiation pneumonitis, weight loss, and exercise were associated with symptom scores.

Conclusions

This study provides the first description of the HRQoL of long-term LA-NSCLC survivors receiving radiotherapy and chemotherapy who may experience a relatively high HRQoL. Factors related to poorer HRQoL are potential targets for intervention.

Keywords: Health-related quality of life, Non-small cell lung cancer, Survivor, Radiotherapy, Chemotherapy

Background

For decades, health practitioners have improved the outcome of locally advanced NSCLC (LA-NSCLC) by using concurrent chemoradiotherapy. Thus, a substantial goal of LA-NSCLC management is to maintain or improve the survivors’ health-related quality of life (HRQoL). Information about the HRQoL of long-term LA-NSCLC survivors is essential to anticipate consequences and problems. Moreover, it is useful to analyze factors that affect HRQoL and find optimal intervention to improve HRQoL.

Long-term lung cancer survivors experienced quality of life (QoL) impairment in 35% of cases and reported declined QoL and a worsened symptom load [1]. A cross-sectional study of QoL showed that a distressed mood was the most important predictor of the QoL of long-term NSCLC survivors [2]. Most patients in both studies were stageIand treated with surgery. However, little is known about the HRQoL status of long-term LA-NSCLC survivors who have survived beyond 5 years receiving radiotherapy and chemotherapy. This study aimed to determine the HRQoL of long-term LA-NSCLC survivors receiving radiotherapy and chemotherapy and to explore the relationships between demographic, clinical characteristics, and HRQoL.

Methods

Patients

Patients diagnosed with histologically/cytologically confirmed LA-NSCLC (stages IIIA or IIIB) and treated with radiotherapy in our department between January 2006 and December 2010 were reviewed in the current study. We defined patients who are still living at least five years after diagnosis with LA-NSCLC as long-term survivors. Patients’ demographics and clinical characteristics were uniformly collected from their medical records. Tumor stages of all patients were reclassified using the 7th edition of the American Joint Committee on Cancer Staging. Eligibility included histologically or cytologically confirmed NSCLC, older than age 18 at the time of diagnosis, and medical records indicating at least 60 months of follow-up. No specific post-treatment rehabilitation program was provided for all eligible patients, but the smokers were encouraged to stop smoking. The protocol of this study was approved by the ethics committees of the institution.

Assessment of HRQoL

Health-related QoL was assessed using a validated, cancer-specific core questionnaire, the European Organization for Research and Treatment of Cancer (EORTC) QLQ-C30 (version 3.0) and a lung-specific module, the EORTC QLQ LC-13 [3]. Questions were scaled and scored using the recommended EORTC quality of life group procedures [4]. All scores on the EORTC QLQ-C30 and the QLQ-LC 13 were transformed to a 0 to 100 scale according to the guidelines of EORTC. Higher scores for the global QL and functional domains indicate better global health and function, while higher scores for symptoms indicate greater symptom severity. Given that a 10-point change in each of the EORTC multi-item scales is generally considered to be a moderate or meaningful change [5, 6], for the single-item scales, four levels of responses were defined: not at all, a little, quite a bit, and very much. Demographic characteristics were collected at the instructions of the survey. Smoking status was classified as current, former, and never smoker. Pack years of smoking were calculated as the number of packs of cigarettes smoked per day during the years of smoking. Exercise was defined as at least 30 min of moderate aerobic exercise a day, at least five days a week.

Survey procedures

Eligible patients were asked to sign the consent form if they would be interested in the survey and complete Chinese versions of the questionnaires, if feasible, during their latest visit to the hospital. Others were mailed a consent form, questionnaires, and a stamped envelope. After the letter, a trained interviewer telephoned the patient to ask if the survivor was interested in the survey. Those who agreed to take part in the survey either completed a letter in reply or responded through a trained interviewer via telephone for survivors who could not complete the questionnaires by themselves.

Statistical analysis

The chi-squared test was applied for categorical variables to evaluate whether survey respondents differed significantly from nonrespondents of all patients. Cumulative survival was estimated according to the Kaplan-Meier method. Descriptive statistics, as appropriate, were used to provide a profile of HRQoL. HRQoL data were analyzed using nonparametric methods because the data were not normally distributed. Univariate data were compared by applying the Mann-Whitney U test or the KrusKal-Wallis test. Statistical analyses were performed using statistical software SPSS 19.0. The level of statistical significance was set to 0.05.

Results

Patient characteristics

The records of 505 patients with LA-NSCLC who underwent radiotherapy and chemotherapy were retrospectively reviewed. Of the 82 patients who were still living at 5 years or more after diagnosis, 55 patients completed the Chinese versions of the EORTC QLQ-C30 questionnaires and the QLQ-LC13 module. Patients’ characteristics are summarized in Table 1. Those who completed the survey (Survey Completed Group, SCG) included more patients treated with concurrent chemoradiotherapy (CCRT) and higher objective response rates than those who did not complete the survey (non-Survey Completed Group, nSCG) (p < 0.05), but they did not differ with regard to other factors.

Table 1.

Comparison of characteristics of patients between nSCG and SCG

Characteristics nSCG (450) n (%) SCG (55) n (%) P value
Age Mean 61 60 0.563
SD 11 10
Gender Male 372 (82.7%) 45 (81.8%) 0.876
Female 78 (17.3%) 10 (18.2%)
KPS Scorea 90–100 116 (25.8%) 19 (34.5%) 0.165
60–80 334 (74.2%) 36 (65.5%)
Histology Squamous 266 (59.1%) 28 (50.9%) 0.244
Non-squamous 184 (40.9%) 27 (49.1%)
Stages (AJCC 2002) IIIA 156 (34.7%) 25 (45.5%) 0.115
IIIB 294 (65.3%) 30 (54.5%)
Smoking status Never 89 (19.8%) 13 (23.6%) 0.501
Former/current 361 (80.2%) 42 (76.4%)
Weight lossb ≥5 % 121 (26.9%) 15 (27.3%) 0.959
<5 % 328 (73.1%) 40 (72.7%)
Regimens RT 122 (27.1%) 5 (9.1%) 0.006
CRT 147 (32.7%) 18 (32.7%)
CCRTc 181 (40.2%) 32 (58.2%)
RT dose <60Gy 138 (30.7%) 11 (20%) 0.102
≥60Gy 312 (69.3%) 44 (80%)
RT-technique 2D–RT 41 (9.1%) 2 (3.6%) 0.343
3D–CRT 22 (4.9%) 2 (3.6%)
IMRT 387 (86%) 51 (92.7%)
Response rated CR + PR 285 (64.2%) 43 (78.2%) 0.039
SD + PD 159 (35.8%) 12 (21.8%)
Radiation esophagitise <grade 2 269 (64.4%) 37 (67.3%) 0.670
≥grade 2 149 (35.6%) 18 (32.7%)
Radiation pneumonitisf <grade 2 330 (85.3%) 46 (83.6%) 0.750
≥grade 2 57 (14.7%) 9 (16.4%)

aone patient <80 in SCG, bone patient without data of weight loss, cCCRT including:induction chemotherapy + CCRT,CCRT + consolidation chemotherapy,induction + CCRT + consolidation chemotherapy and CCRT, dsix patients without data of response rate, e32 patients without data of radiation esophagitis, f63 patients without data of radiation pneumonitis. CCRT Concurrent chemo-radiotherapy, nSCG non-Survey completed group, RT Radiotherapy, SCG Survey completed group

The demographic characteristics at the time of the interview of the 55 patients in SCG group are listed in Table 2. Thirty-one patients reported no comorbidities. Three patients had second primary cancer (lung cancer, rectal cancer, and bladder cancer, respectively), two patients had metastasis (brain and liver, respectively), and five patients received target therapy (3 with erlotinib and 2 with gefitinib). The majority (54/55, 98%) could perform their daily life activities by themselves (KPS ≥ 80). They also reported their educational level, employment status, income per month, and exercise status. Main types of aerobic exercise reported were brisk walking, jogging, Tai chi, and Qigong. All 55 patients had health insurance.

Table 2.

Demographic characteristics of 55 long-term survivors

Characteristic n (%)
Comorbidities
 Emphysema/COPD 4 (7.3%)
 Heart disease 7 (12.7%)
 Hypertension 11 (20%)
 Diabetes 4 (7.3%)
Cancer
 Second primary cancer 3 (5.5%)
 Metastasis 2 (3.6%)
 Other comorbidities 5 (9.1%)
 Target therapy 5 (9.1%)
Smoking status
 Never 13 (23.6%)
 Former 38 (69.1%)
 Current 4 (7.3%)
  < 20 pack-y 21 (38.2%)
  ≥ 20 pack-y 34 (61.8%)
Education
 Less than high school 21 (38.2%)
 High school graduate or more 34 (61.8%)
Employment status
 Employed 10 (18.2%)
 Retired and unemployed 45 (81.8%)
Income per month
  < 3000 16 (29.1%)
  ≥ 3000 39 (70.9%)
Medical insurance
 URBMI 51 (92.7%)
 NRCMS 4 (7.3%)
Taking exercise
 yes 45 (81.8%)
 no 10 (18.2%)

URBMI Urban resident basic medical insurance, NRCMS New rural cooperative medical scheme

Survival and compliance

Of 505 patients, the median survival time was 21 months (95% CI, 19.14 to 22.86 months), and the overall 1, 2, and 5-year survival rates were 73.2%, 44.4%, and 17.1%, respectively. Because of death or no follow-up, only 55 of the 82 (67%) long-term survivors completed the survey. Fourteen patients died, including 2 patients who died from pancreatitis and a heart attack, respectively in the 5th year. Besides those patients, there were 9 patients lost to follow-up and 4 patients who did not want to complete the questionnaires.

Health-related quality of life

Self-reported HRQoL scores for the QLQ-C30 and the QLQ-LC13 are displayed in Table 3. The greatest impairment was seen in global health status (76.67 ± 15.91), followed by physical impairment (86.06 ± 14.53), and emotional (89.58 ± 14.65) functioning. There were relatively high levels of role, social, and cognitive functioning with scores above 90. Most symptom scores were very low, except for scores of fatigue (27.02 ± 15.72), dyspnea (24.85 ± 19.48 in QLQ-C30; 18.08 ± 13.74 in QLQ-LC13), coughing (23.03 ± 19.11), and financial difficulties (14.55 ± 21.05). The patients of four levels of responses of single-item symptom scales are shown in Fig. 1. The most prevalent symptoms were fatigue (49/55, 89%), dyspnea (QLQ-LC13, 48/55, 87.3%; QLQ-C30, 37/55, 67.3%), coughing (35/55, 63.6%), and financial difficulties (20/55, 36.4%).

Table 3.

HRQoL Scores of Long-term LA-NSCLC Survivors

QoL Scale Mean (SD) Median (IQR) Range
QLQ-C30
Global health status/QoL 76.67 (15.91) 83.33 (66.67–91.67) (25–100)
Physical functioning 86.06 (14.53) 93.33 (80.0–93.3) (20–100)
Role functioning 91.21(17.53) 100 (83.3–100) (0–100)
Emotional functioning 89.58 (14.65) 100 (75.0–100) (50–100)
Cognitive functioning 94.24 (12.51) 100 (100–100) (33.3–100)
Social functioning 93.94 (13.75) 100 (100–100) (33.3–100)
Fatigue 27.02 (15.77) 33.33 (22.22–33.33) (0–100)
Nausea and vomiting 0.40 (2.99) 0 (0–0) (0–22.22)
Pain 5.76 (12.92) 0 (0–0) (0–66.67)
Dyspnea 24.85 (19.48) 33.33 (0–33.33) (0–66.67)
Insomnia 6.67 (16.23) 0 (0–0) (0–66.67)
Appetite loss 2.42 (8.74) 0 (0–0) (0–33.33)
Constipation 2.42 (8.74) 0 (0–0) (0–33.33)
Diarrhea 1.82 (7.64) 0 (0–0) (0–33.33)
Financial difficulties 14.55 (21.05) 0 (0–33.33) (0–66.67)
QLQ LC-13
Dyspnea 18.08 (13.74) 11.11 (11.11–22.22) (0–66.67)
Coughing 23.03 (19.11) 33.33 (0–33.33) (0–66.67)
Hemoptysis 4.24 (12.92) 0 (0–0) (0–66.67)
Sore mouth 0 (0) 0 (0–0) (0–0)
Dysphagia 1.82 (9.98) 0 (0–0) (0–66.67)
Peripheral neuropathy 2.42 (8.74) 0 (0–0) (0–33.33)
Alopecia 5.45 (14.00) 0 (0–0) (0–66.67)
Pain in chest 2.42 (8.74) 0 (0–0) (0–33.33)
Pain in arm/shoulder 3.64 (10.49) 0 (0–0) (0–33.33)
Pain in other parts 1.21 (6.30) 0 (0–0) (0–33.33)

IQR Interquartile range, SD Standard deviation

Fig. 1.

Fig. 1

Number of patients in four levels of responses of single-item symptom scales

Risk factors for poor HRQoL

In global health status and functional scales, survivors of a younger age (≤60 years old), exercise, without comorbidity, and never smoker were significantly associated with more favorable scores for global health status. Likely, those with age (≤60 years old), exercise and without comorbidity had better physical, role and social functioning (p < 0.05). In contrast, CCRT was negatively associated with emotional functioning (p < 0.05) (Table 4). On the examination of the association between symptom load and the characteristics of survivors, fatigue was significantly negatively affected by weight loss <5% and lack of exercise (p < 0.05), while dyspnea was significantly negatively affected by gender: male, with at least one comorbidity, radiation pneumonitis (RP, ≥ grade 2), and age (>60 years old) (p < 0.05) (Table 5). HRQoL was not significantly affected by other factors.

Table 4.

Relationship between selected demographic/clinical features and global health status, functional scale scores, mean (SD)

Age p Exercise p Comorbidity p Smoking status p Regimens p
≤60 (n = 25) >60 (n = 30) Yes (n = 45) No (n = 10) Yes (n = 24) No (n = 31) Never (n = 13) Former/current (n = 42) RT (n = 5) RT + CT (n = 18) CCRT (n = 32)
Global health status 82.64 (12.98) 71.39 (16.48) 0.011 79.81 (14.81) 62.5 (13.18) 0.001 69.79 (17.34) 81.99 (12.56) 0.007 85.71(12.42) 73.58 (15.91) 0.01 73.33 (21.57) 79.63 (11.15) 75.52 (17.45) 0.775
Physical functioning 93.06 (7.22) 80.0 (16.33) 0.000 88.59 (13.9) 74.67 (12.09) 0.001 80.28 (17.42) 90.54 (10.00) 0.007 90.95 (8.52) 84.39 (15.82) 0.162 78.67 (17.26) 85.56 (11.72) 87.5 (15.59) 0.293
Role functioning 98.61 (4.71) 85.0 (21.60) 0.001 93.7 (17.51) 80.0 (13.15) 0.000 85.42 (22.69) 95.70 (10.00) 0.019 96.43 (9.65) 89.43 (19.28) 0.157 86.67 (18.26) 90.74 (13.06) 92.19 (19.85) 0.414
Emotional functioning 90.97 (13.66) 88.11 (15.63) 0.492 90.59 (14.53) 85.0 (15.11) 0.110 87.22 (16.90) 91.40 (12.64) 0.284 91.07 (14.05) 89.07 (14.99) 0.619 95.0 (11.18) 95.37 (9.58) 85.47 (16.31) 0.035
Social functioning 100 (0) 88.89 (17.14) 0.001 95.93 (12.39) 85.0 (16.57) 0.002 88.20 (18.04) 98.39 (6.60) 0.002 98.81 (4.45) 92.28 (15.41) 0.114 86.67 (21.73) 94.44 (9.90) 94.79 (14.32) 0.395

CCRT Concurrent chemoradiotherapy, CT Chemotherapy, RT Radiotherapy, SD Standard deviation

Table 5.

Relationship between selected demographic/clinical features and symptom scale scores, mean (SD)

Age p Gender p Comorbidity p Exercise p Weight loss (≥5%) p RP p
≤60 (n = 25) >60 (n = 30) Male (n = 45) Female (n = 10) Yes (n = 24) No (n = 31) Yes (n = 45) No (n = 10) Yes (n = 15) No (n = 40) <grade 2 (n = 46) ≥grade 2 (n = 9)
Fatigue 23.15 (13.48) 30.28 (17.18) 0.110 26.85 (16.6) 27.78 (12.0) 0.491 29.98 (19.71) 24.73 (11.73) 0.190 25.68 (16.72) 33.06 (8.73) 0.026 17.04 (13.19) 30.76 (15.14) 0.001 25.3 (12.45) 35.8 (26.51) 0.255
LCDY 10.88 (9.62) 24.07 (14.02) 0.000 19.88 (13.74) 10.0 (11.05) 0.019 25.00 (15.46) 12.72 (9.43) 0.001 16.42 (12.64) 25.56 (16.6) 0.064 20.74 (9.26) 17.08 (15.06) 0.118 15.34 (9.74) 32.1 (21.83) 0.018

LCDY Dyspnea in QLQ LC13, RP Radiation pneumonitis, SD Standard deviation

Discussion

Obtaining a satisfactory level of HRQoL is a fundamental goal of the therapy for LA-NSCLC patients. To better understand HRQoL in long-term LA-NSCLC survivors, based on QLQ-C30 and QLQ-LC13 using the most frequently used instruments in patients with lung cancer [7], we report the patient-reported HRQoL outcomes from the cross-sectional study for long-term LA-NSCLC survivors treated with radiotherapy and chemotherapy. Our findings suggest that long-term LA-NSCLC survivors have a relatively high HRQoL, while the long-term NSCLC survivors reported a slight reduction in global health status, physical and emotional functioning, and the predominant symptom load includes fatigue, dyspnea, coughing, and financial difficulties.

Our study shows that the 5-year overall survival rate of all patients was 17.1%; this figure is comparable with other studies [8, 9]. Survivors who completed the survey have a higher proportion of CCRT, and an objective response rate may result from a strong association between survival and treatment effect [10]. Several studies have documented the impact of cancer diagnosis and treatment on HRQoL in patients and short-term survivors with LA-NSCLC [1113]. It is possible that the HRQoL of long-term LA-NSCLC survivors may differ from those experienced around diagnosis and treatment. Baseline global health status and functioning scores in two studies [11, 13] were lower than the current finding. Besides, this study found that long-term survivors of LA-NSCLC had a stable or slight decline in global health status and functioning scores; in contrast, for patients who just finished treatment or short-term survivors, global health status and all functioning scores except for emotional functioning declined significantly [11, 13]. The worsening of emotional functioning of long-term survivors is presumably an effect of a long-term burden on health, financial status, and their families. Furthermore, our study indicated that fatigue, dyspnea, coughing, and financial difficulties were the most frequent and high-score symptoms, while a high proportion of patients who had just finished treatment or short-term survivors experienced fatigue, loss of appetite, respiratory problems, cough, pain, and blood in sputum [14, 15]. These differences may relate to the symptoms associated with lung cancer, chemotherapy, and around the time of radiotherapy that were significant during treatment but later improved [11]. Financial problems are more common among the long-term survivors possibly due to long-term medical expenses though most of the patients have health insurance.

According to our assessment of the risk factors for a poor HRQoL in the present study, among long-term survivors, the HRQoL reported by younger survivors (≤60 years old) had significantly better scores in their global health status, physical, role and social functioning, and dyspnea than the older patients. The study [16] conducted by Lemonnier et al. also found that older age was associated with low HRQoL. In addition, our study indicated that exercise had a positive effect on global health status, physical, role and social functioning, and fatigue; the increasing number of evidence also suggests that exercise may be able to enhance cancer survivorship [17, 18]. Survivors treated with CCRT and with a smoking history had lower scores on emotional functioning and global health status, respectively, while patients with comorbidities had significantly more disruption in global health, functional scales, and dyspnea. These findings suggest that treatment regimen, tobacco use, and comorbidities have a long-term effect on HRQoL. As expected, survivors with RP (≥ grade 2) during or after radiotherapy had significantly higher dyspnea scores. Our results suggest that the risk factors of HRQoL include general (age), lifestyle (exercise), side effect (RP), and treatment (CCRT), which should be emphasized to further understand mechanisms and lead to tailored intervention strategies to improve HRQoL. In this study, smoking status was only associated with global health, but the symptom burden, particularly dyspnea and cough, continued partly due to a relatively small number of survivors who continued to smoke.

Several limitations should be considered when interpreting these results. First, our results have a potential bias in follow-up. Of the 82 patients, there were 4 patients (5%) who declined to answer the survey and 9 patients (11%) were lost to follow-up. It is generally accepted that those with advanced cancer do not complete surveys, leaving only those in better health to provide data. Hence, our results may overestimate HRQoL in these patients. Second, in this cross-sectional study, we did not observe longitudinal HRQoL, dynamic time-dependent changes. Thus, we could not define any change in HRQoL, and further studies are warranted. Finally, the number of patients was relatively small, thus limiting the statistical power of subgroup analyses and not correcting for multivariate comparisons.

Conclusions

Long-term LA-NSCLC survivors treated with radiotherapy and chemotherapy have a relatively high HRQoL, with slight limitations in global health status and physical and emotional functioning and a higher symptom load of fatigue, dyspnea, coughing, and financial difficulties. Information about HRQoL of long-term LA-NSCLC survivors can be contributed to rehabilitation programs and long-term surveillance. Future prospective studies need to consider the long-term change of HRQoL and explore potential interventions.

Acknowledgements

Not applicable.

Funding

This work was founded by the National Natural Science Foundation of China (No.81272616).

Availability of data and materials

The datasets generated or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

CCRT

Concurrent chemoradiotherapy

CT

Chemotherapy

EORTC

European Organization for Research and Treatment of Cancer

HRQoL

Heath-related quality of life

IQR

Interquartile range

LA-NSCLC

Locally-advanced non-small cell lung cancer

LCDY

Dyspnea in QLQ LC13

NRCMS

New rural cooperative medical scheme’

nSCG

Non-Survey completed group

NSCLC

Non-small cell lung cancer

QLQ

Quality of life questionnaire

QoL

Quality of life

RP

Radiation pneumonitis

RT

Radiotherapy

SCG

Survey completed group

SD

Standard deviation

URBMI

Urban resident basic medical insurance

Authors’ contributions

LW was responsible for management of the project, quality assessment, review, and approval of the manuscript. JR and LW were responsible for conception, research goals and aims. JR, JW, NB and WJ contributed to design of methodology, writing of the protocol, data analysis and interpretation. All authors were involved in recruitment and treatment of patients. JR, JW, NB and LW contributed to write, review and edit the completed report. All authors read and approved the final manuscript.

Ethics approval and consent to participate

This study was approved by the ethics committees of the institution and in accordance with the Declaration of Helsinki and current ethics guidelines.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Juntao Ran, Email: ranjt2014@126.com.

Jingbo Wang, Email: wangjingbo303@yahoo.com.

Nan Bi, binan_email@163.com.

Wei Jiang, Email: jwmars@126.com.

Zongmei Zhou, Email: zhouzongmei2013@163.com.

Zhouguang Hui, Email: drdhuizg@163.com.

Jun Liang, Email: liang23400@163.com.

Qinfu Feng, Email: 13811300221@163.com.

Luhua Wang, Phone: (86) 010 8778 8799, Email: wlhwq@yahoo.com.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets generated or analysed during the current study are available from the corresponding author on reasonable request.


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