Abstract
Introduction Traditional thoracic ultrasound (TUS) is often the initial tool used to help diagnose malignant pleural effusion (MPE). Ultrasound elastography, a relatively new technique, has been used to differentiate malignant disease from benign disease by evaluating tissue “stiffness”. However, no studies evaluating the efficacy of ultrasound elastography for diagnosing MPE are available. We assessed the value of ultrasound elsatography for diagnosing MPE prospectively.
Methods All 244 enrolled patients were divided into a development set and a validation set in chronological order. The cut-off elasticity index was established using a receiver operating characteristic curve constructed from the continuous data of the patients in the development set. The diagnostic performance of ultrasound elastography was compared with that of TUS in the validation set.
Results In the development set, the mean elasticity index (47.25 kPa) was the optimal cut-off. In the validation set, pleural ultrasound elastography had a sensitivity of 83.64%, a specificity of 90.67%, a positive predictive value of 86.79%, a negative predictive value of 88.31%, a positive likelihood ratio of 8.96 and a negative likelihood ratio of 0.18 for diagnosing MPE. The sensitivity of ultrasound elastography was significantly higher (p=0.006) than that of TUS (60%).
Conclusion Pleural ultrasound elastography is a better technique than TUS for differentiating MPE from benign pleural disease.
Abstract
Pleural ultrasound elastography is a better technique than traditional thoracic ultrasound for diagnosing malignant pleural effusion http://bit.ly/2VX4Qns
Introduction
Pleural effusion is an extremely common problem; however, the diagnosis of pleural effusion remains challenging due to its diverse aetiologies. Malignant pleural effusion (MPE) is one of the leading causes of unilateral pleural effusion, and many clinical guidelines have recommended diagnostic strategies for MPE [1, 2]. Radiographic techniques, such as contrast-enhanced computed tomography and thoracic ultrasound (TUS), have been shown to be valuable in the diagnosis of MPE. Ultrasound imaging is convenient, free of radiation and can be used to diagnose pleural disease, guide closed pleural biopsy and assess the characteristics of pleural effusion [1]. Ultrasound elastography is a recently developed, novel ultrasound technology that can be used to quantitatively assess tissue stiffness by measuring the degree of distortion under the application of an external force (shear waves). Since tumour tissue is stiffer than normal tissue, ultrasound elastography has been used to evaluate tissue stiffness and is a very valuable imaging method for differentiating malignant from benign disease, such as breast [3], thyroid [4] and liver diseases [5, 6]. However, to the best of our knowledge, no published studies have assessed the diagnostic value of ultrasound elastography in MPE. We conducted this prospective study to determine the cut-off elasticity index for the diagnosis of MPE and to assess the diagnostic accuracy of ultrasound elastography compared with TUS for differentiating MPE from benign pleural effusion.
Methods
Study design
The study was conducted prospectively at the First Hospital of China Medical University (Shenyang, China) between October 2012 and October 2017. Patients with unilateral or bilateral pleural effusion were enrolled in this study. The inclusion criteria were as follows. 1) Patients with pleural effusion, as demonstrated by chest radiography; 2) undiagnosed effusions (malignant or otherwise) at the first patient encounter or presentation; 3) patients who did not undergo thoracentesis, drainage and analysis of pleural effusions before enrolment; and 4) patients who, in clinical practice, would have undergone further examination to establish the cause of pleural effusion. The exclusion criterion was inability or refusal to undergo further examination to establish the cause of pleural effusion. All enrolled patients were divided into a development set and a validation set based on the chronological order in which they presented to the hospital (figure 1). The primary outcome was the capacity of ultrasound elastography to identify MPE compared with traditional TUS. The secondary outcome was the influence of different aetiologies on the diagnostic performance of ultrasound elastography. This study was approved by the institutional ethical review board of the First Hospital of China Medical University (reference number: 201-9126-2), and written informed consent was obtained from all patients.
To obtain the desired level of statistical power for evaluating the accuracy of the diagnostic test, the minimal sample size required was calculated based on the estimated sensitivity and specificity [7]:We estimated the sensitivity (Se) and specificity (Sp) for the mean elasticity index to diagnose MPE as 85% and 85%, respectively, according to our preliminary pilot study of a small sample of 20 cases; we estimated the prevalence of MPE in patients with pleural effusion as 43% according to data from our centre in 2012. For a maximum marginal error of the estimate not exceeding 10% with a 95% confidence level, the total required sample size was 114 patients. All 114 patients needed were enrolled in the development set to measure the accuracy of interest (the sensitivity/specificity and the area under the receiver operating characteristic (ROC) curve (AUC)), and another 130 patients were enrolled in the validation set.
Transthoracic ultrasound and ultrasound elastography
Before pleural ultrasound, a respiratory expert (GH) reviewed each patient's most recent chest radiographs to determine which side of the thorax to assess via ultrasound. In patients with bilateral pleural effusion, the side with the greater amount of effusion was assessed, since this was usually considered the clinically relevant side. Two operators with different seniority levels (the senior operator was a radiologist with >8 years of experience, while the junior operator was a radiologist with 3 years of experience) who were blinded to the patients' clinical history and thoracic imaging (computed tomography/magnetic resonance imaging) data performed all ultrasound examinations separately.
Greyscale ultrasound was performed with an Aixplorer ultrasound scanning system (SuperSonic Imagine, Aix-en-Provence, France) with a 4- to 15-MHz linear-array transducer, as described in previous studies [8–10]. The ultrasound imaging features of pleural nodules and focal pleural thickening are shown in figure 2a, b.
Measurements of pleural stiffness were performed using shear wave elastography (SWE) [11, 12] (figure 2c). Using the device's software (OsiriX, version 6.0; Pixmeo, Berne, Switzerland), a circular region of interest was placed inside the pleural elastogram, and the diameter of the circle was increased as much as possible to between 1 and 8 mm, taking care not to surpass the limits of the analysed pleurae. The default setting for the pleural 2D-SWE scale was used (range 0–100 kPa). A summary of the quantitative stiffness data was automatically displayed. The following parameters for the elasticity index, expressed in kPa, were provided by the system: the mean elasticity index (SWEmean), the maximum elasticity index (SWEmax), the minimum elasticity index, and the elasticity index standard deviation [13]. Precise details of the TUS and ultrasound elastography technique are provided in the supplementary material.
Criteria for malignant pleural disease on TUS
The operators separately recorded an initial diagnosis of malignant or benign pleural disease pro forma on the basis of anonymised TUS data. If patients had any one of the following criteria upon TUS examination, then a TUS-based diagnosis of malignant disease was recorded: 1) diaphragmatic or parietal pleural nodule(s); 2) pleural thickening >1 cm; or 3) hepatic metastasis [14]. If patients had none of those three criteria, benign pleural effusion based on TUS would be recorded.
Pleural effusion types and the criteria for definitive diagnosis
The diagnosis of malignant pleural lesions was confirmed by the histocytological examination of biopsy samples obtained by semirigid thoracoscopy or closed pleural biopsy or by the cytopathological examination of pleural effusion samples using a liquid-based thin-layer cytopathology technique [1]. When disseminated malignancy was present with no alternative explanation for exudative effusion, probable MPE was diagnosed.
All definitive diagnoses of benign pleural effusion were determined based on comprehensive clinical data, including imaging, laboratory results and histocytological manifestations of disease. No patients with benign disease had any evidence of malignancy during the follow-up period of >12 months [15]. Benign pleural effusion was definitively diagnosed using pathogenic microorganism isolation methods, such as those used for diagnosing tuberculosis (TB) and empyema. Tubercular pleurisy was diagnosed based on a positive mycobacterial stain/culture of pleural fluid or pleural tissue or the presence of caseous granuloma on pleural biopsy. Empyema was diagnosed if thoracentesis yielded frank pus and/or bacteria were identified by Gram staining or the culture of pleural effusion samples [16]. Parapneumonic effusion was considered exudative effusion that occurred in the presence of clinical evidence of pneumonia and the exclusion of other suspicious diagnoses. The classification of the effusion as exudate or transudate was based on Light et al.'s criteria [17].
The methods used for determining the final diagnoses are shown in table 1. In 52 (48.15%) out of 108 patients, the definitive diagnosis of MPE was based on the pleural histocytological results. In addition, 56 (51.85%) out of 108 patients were diagnosed with probable MPE based on clinical criteria.
Statistical analysis
All data were collected and analysed using SPSS 17.0 (SPSS for Windows, version 17.0; SPSS, Chicago, IL, USA). For the ultrasound elastography and TUS data, we used paired t-tests and κ coefficients to determine the interobserver agreement between the two operators with different seniority levels, and the findings of the senior radiologist (BJ) were used for all subsequent analyses. Statistical analysis of the differences in diagnoses was performed using the exact binomial test. The elasticity indices of the development set, as continuous data, were used to construct ROC curves. The AUC was used as a performance measure. We attempted to establish the optimal cut-off values for SWEmean and SWEmax using Youden's index [18]. In the validation set, we tested the universality of the cut-off values for differentiating MPE from benign pleural effusion. The diagnostic efficacy (sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV)), positive likelihood ratio (PLR), negative likelihood ratio (NLR) and Youden's index) of ultrasound elastography at fixed cut-off values was compared with that of traditional TUS. The 95% confidence interval of sensitivity, specificity, PPV, NPV, PLR and NLR was calculated using an online clinical calculator (http://vassarstats.net/clin1.html). Statistical significance was set at p<0.05.
Results
Baseline patient characteristics
A total of 260 consecutive patients with pleural effusion were recruited for this study. Of these patients, 244 were enrolled in the final analysis. The baseline characteristics of these patients are shown in table 2.
Interobserver agreement of ultrasound elastography and TUS between two operators with different seniority levels
Good interobserver agreement was observed between the two operators when the SWEmean (p=0.976) and SWEmax (p=0.581) were analysed using paired t-tests. In addition, similar agreement was observed between the two operators in terms of the overall diagnosis of malignant or benign pleural effusion based on TUS (the sensitivity of the senior operator was 58.33% and that of the junior operator was 50.00%; κ coefficient=0.844, p<0.001). The results of the more experienced operator were used in the subsequent analysis of all results, and the results of the less experienced operator are given in the supplementary material.
Diagnostic performance of TUS
TUS provided a correct diagnosis for 30 (56.60%) out of 53 patients with malignant disease and 55 (90.16%) out of 61 patients with benign disease in the development set, and Youden's index was 46.76 (table 3). In the validation set, the sensitivity of TUS was 60.00%, the specificity was 93.33% and Youden's index was 53.33.
Derivation of cut-off elasticity indices based on pleural ultrasound elastography for detecting MPE
The ROC curves derived from the development set that demonstrate the diagnostic capacity of ultrasound elastography to identify MPE based on the SWEmean and SWEmax are shown in figure 3. The diagnostic evaluation of these cut-off values is presented in table 3. In the development set, the diagnostic performance based on SWEmean ≥47.25 kPa showed that 88.60% (101 out of 114) of patients were diagnosed correctly; Youden's index was 77.46. Eight patients with benign pleural effusion were misdiagnosed with MPE (tuberculous pleurisy n=6 and empyema n=2), and five MPE patients were missed. The diagnostic performance based on SWEmax ≥56.9 kPa showed that 84.21% (96 out of 114) of patients were diagnosed correctly; Youden's index was 68.76. 11 patients with benign pleural effusion were misdiagnosed with MPE (tuberculous pleurisy n=8 and empyema n=3), and seven MPE patients were missed (supplementary material).
Diagnostic performance of pleural ultrasound elastography
In the validation set, our data showed a sensitivity of 83.64% (46 out of 55) and a specificity of 90.67% (68 out of 75) for detecting MPE with the SWEmean (table 3). A total of 114 (87.69%) out of 130 patients were correctly diagnosed, and Youden's index was 74.31; seven patients with benign pleural effusion were misdiagnosed with MPE (tuberculous pleurisy n=5, spontaneous bacterial pleural effusion transudate n=1 and empyema n=1), and nine MPE patients were missed. In terms of SWEmax, the analysis showed a sensitivity of 76.36% (42 out of 55) and a specificity of 90.67% (68 out of 75). In all, 110 (84.62%) out of 130 patients were correctly diagnosed, and Youden's index was 67.03; seven patients with benign pleural effusion were misdiagnosed with MPE (tuberculous pleurisy n=4, pleural transudate n=1, pneumonia n=1 and empyema n=1), and 13 MPE patients were missed. The diagnostic yield of both SWEmean and SWEmax was slightly lower in the validation set than in the development set, but the differences were not significant (p=0.190 and 0.053, respectively).
Comparison of diagnostic sensitivity and agreement between different techniques
In the validation set, the sensitivity of SWEmean was significantly higher than that of TUS (Chi-squared=7.591, p=0.006) (table 3). SWEmean and SWEmax both showed low agreement with TUS (κ coefficient=0.350 and 0.263, respectively). There were complementary effects of TUS and ultrasound elastography on the diagnosis of MPE (table 4). The combination of TUS and ultrasound elastography (either SWEmean or SWEmax) for diagnosing MPE, where the test result is considered positive if either measure is positive, had 100% (95% CI 91.87–100%) sensitivity, 86.67% (95% CI 76.39–93.08%) specificity, a PLR of 7.50 (95% CI 4.21–13.36) and an NLR of 0. The AUC of SWEmean and SWEmax for detecting MPE in the validation set was 0.915 (95% CI 0.862–0.968) and 0.901 (95% CI 0.841–0.960), respectively (figure 4). The diagnostic performance of ultrasound elastography for detecting MPE based on SWEmean compared with SWEmax showed no significant difference (Chi-squared=0.258, p=0.611) and a high level of agreement (κ coefficient=0.903). Additionally, among the 108 cases of MPE among all the enrolled patients, pleural ultrasound elastography (SWEmean) detected 91.11% of the cases (41 out of 45) missed by TUS.
Comparison of the diagnostic sensitivity of TUS and ultrasound elastography in different subgroups
The diagnostic sensitivity of TUS, SWEmean and SWEmax was compared according to disease type (table 5). The sensitivity of both SWEmean and SWEmax was significantly higher than the sensitivity of TUS in patients with metastatic cancer (p<0.001 for both measures), whereas SWEmean and SWEmax both showed a significantly lower sensitivity than TUS for tuberculous pleurisy (p=0.027 and p=0.015, respectively). There was no significant difference between definitive MPE and probable MPE diagnosed by TUS, SWEmean and SWEmax (p=0.525, p=0.170 and p=0.906, respectively).
Discussion
TUS is a cost-effective, non-invasive technique that is helpful for evaluating undiagnosed pleural exudate [1]. Our study demonstrates that ultrasound elastography had a better sensitivity for detecting MPE than TUS when the SWEmean was set at 47.25 kPa. Ultrasound elastography is a novel ultrasound technique that is widely accepted for evaluating diseases of the liver, breast and thyroid gland; ultrasound elastography is rapid, relatively inexpensive and free of radiation and can be used for the diagnosis of MPE based on the assessment of the physical properties of pleura. A diagnosis of MPE made by TUS is based on pleural morphological criteria, such as pleural thickening and the presence of nodules, but many patients do not exhibit these specific features. Pleural ultrasound elastography overcomes for this limitation because it is used to diagnose MPE based on pleural stiffness. In our study, pleural ultrasound elastography (SWEmean) detected 91.11% of patients with MPE missed by TUS.
Only two previous studies have evaluated the efficacy of TUS for diagnosing suspected MPE; these studies were conducted in the UK and Portugal and reported a sensitivity of 79% and 80.3%, respectively, and a specificity of 100% and 83.6%, respectively [14, 19]. Our results demonstrate that SWEmean had a sensitivity (83.64%) similar to that of TUS in previous studies [14, 19]. Considering the low diagnostic agreement (κ coefficient=0.350) between SWEmean and TUS, ultrasound elastography and TUS could be complementary for diagnosing MPE.
Our data revealed a specificity of 90.67% for ultrasound elastography, which was slightly lower than that of TUS in our study (93.33%) and in the previous study conducted in the UK (100%) [14]. However, the two aforementioned studies [14, 19] only focused on European populations. This difference may be explained by the difference in aetiology spectra of pleural effusion between the European and Chinese population. The relatively high ratio of tuberculous pleurisy in our study may result in the decrease of specificity for diagnosing MPE by ultrasound elastography.
In mesothelioma cases, ultrasound elastography (nine out of nine patients) performed as well as TUS (eight out of nine patients) (p=1.000). Marked heterogeneity exists between countries in the incidence of malignant mesothelioma. The crude incidence of mesothelioma in some European countries ranges from 10 to 30 cases per million [20], with the highest annual incidence (29 cases per million in 2009) in the UK [21]; this is in sharp contrast to the low incidence of mesothelioma in Asian countries (2–9 cases per million) [20]. In particular, Qureshi et al. [14] performed a study in a tertiary pleural centre, and their cohort had a high proportion of mesothelioma cases (14 out of 33).
Tuberculous pleurisy is the second most common extrapulmonary manifestation of TB [22], and its most common sequela is residual pleural thickening. Pleural thickening (>2 mm) has been reported to occur in ∼50% of cases [23]. False-positive results due to tuberculous pleurisy are a common problem in ultrasound elastography and TUS examinations. In our study, there were four false-positive results based on TUS and 12 false-positive results based on SWEmean in 45 patients with tuberculous pleurisy, which is consistent with this phenomenon. Only two patients with tuberculous pleurisy were reported out of a total of 52 patients in the study by Qureshi et al. [14], which is consistent with the low incidence of TB in the UK. However, in our study, 45 out of a total of 244 patients had tuberculous pleurisy, which is consistent with the high burden of TB in China, and may have reduced the specificity of ultrasound elastography in this study. In low-income developing countries, TB remains an important cause of disease burden and may interfere with the use of TUS and ultrasound elastography for detecting MPE.
Additionally, in a subgroup of patients with empyema, TUS and ultrasound elastography (SWEmean) detected only three and two cases, respectively, out of the five cases of empyema (non-tubercular pleuritis). The low diagnostic yield of ultrasound elastography and TUS in patients with empyema may be due to severe irritation of the pleura leading to thickening [24] and changes in elasticity [25].
TUS and ultrasound elastography (SWEmean) correctly detected 93.62% (44 out of 47) and 97.87% (46 out of 47) of patients with benign effusion in the transudate subgroup, respectively. Such a high diagnostic yield is important for elderly patients with pleural effusion in whom the differential diagnoses include both malignant and benign diseases that can cause transudate. In particular, for elderly patients for whom further examinations (such as thoracentesis) are risky due to complex underlying diseases or poor health conditions, ultrasound technology, which is harmless and highly specific, may be useful to help clinicians determine whether further examinations for malignant diseases should be performed, thereby helping patients avoid unnecessary radiological or invasive examinations. Due to its easy accessibility and high sensitivity, ultrasound elastography can be used as an initial tool for screening patients with pleural effusion of an unknown aetiology.
Several limitations exist in our study. First, the sample size of this single-centre study was relatively small, which may have affected the determination of the cut-off elasticity indices for ultrasound elastography. Thus, further exploration should be conducted in a larger population of outpatients, and comparisons of the diagnostic yield of ultrasound elastography should be performed by radiologists and others to simplify diagnostic procedures. As pulmonologists can master techniques such as endobronchial ultrasound-guided transbronchial needle aspiration and rapid on-site evaluation of transbronchial needle aspiration specimens after receiving training [26], we believe that pulmonologists can use ultrasound elastography after training. The use of ultrasound elastography to evaluate the liver is more complicated than its use to evaluate the pleura due to the complex anatomy of the liver, and it has been reported that a 1-year learning curve, or the equivalent of 130 examinations, is needed to master using ultrasound elastography to evaluate the liver [27]. Thus, we believe that the learning curve for examining the pleura by ultrasound elastography would be shorter than that for examining the liver by ultrasound elastography. However, the exact learning curve that would be needed for a pulmonologist to master the use of ultrasound elastography for pleural examination remains to be explored. Second, six cases were excluded from the data analysis due to the lack of a definitive diagnosis, which may have affected the accuracy of our results. Third, we enrolled the entire development set first and then the entire validation set, which may have resulted in the observers gaining experience and skill during development set data acquisition that could have resulted in improved performance during validation set data acquisition, thus leading to bias. Fourth, we did not perform ultrasound elastography-guided pleural biopsy, although this technique better illustrates the value of ultrasound elastography for diagnosing MPE. Thus, a prospective multicentre study with an adequate sample size should be conducted in the future.
Conclusion
With SWEmean at 47.25 kPa, pleural ultrasound elastography may be a better technique than TUS for differentiating MPE from benign pleural disease, especially in countries with a high tuberculosis burden.
Supplementary material
Supplementary Material
Please note: supplementary material is not edited by the Editorial Office, and is uploaded as it has been supplied by the author.
Supplementary tables and methods. ERJ-02018-2018.Supplement
Figure S1. True-positive case: malignant pleural mesothelioma. The patient's pleural effusion was not extensive or turbid. No separation was observed, but the parietal pleura was diffuse and obviously thickened, and the elasticity value of the thickened pleura was significantly increased (98.6 kPa). The increased elasticity value and diffuse thickness of the pleura were helpful for diagnosing malignant pleural mesothelioma. ERJ-02018-2018.Figure_S1
Figure S2. True-positive case: non-small cell lung cancer (adenocarcinoma). A moderate amount of slightly turbid pleural effusion was noted. The parietal pleura was focally thickened, and the elasticity value of the pleural nodule was 98.2 kPa, which was beyond the cut-off value. A focally thickened pleura with an increased elasticity value indicates a diagnosis of malignant pleural effusion. ERJ-02018-2018.Figure_S2
Figure S3. True-negative case: tubercular pleurisy. A moderate amount of clear pleural effusion with a small amount of separation was noted. The thickness of the pleura was normal. The elasticity value of the pleura was 19.2 kPa, which was below the cut-off value. A pleura with a normal thickness and elasticity value indicates benign pleural effusion. ERJ-02018-2018.Figure_S3
Figure S4. True-negative case: nephrotic syndrome. The moderate amount of pleural effusion was not turbid. Slight separation was observed in the pleural cavity. The pleura was not significantly thick, and the pleural elasticity value was 29.5 kPa. A pleura with a normal thickness and elasticity value indicates benign pleural effusion. ERJ-02018-2018.Figure_S4
Figure S5. False-positive case: tubercular pleurisy. A large amount of pleural effusion with obvious separation was noted. The parietal pleura was thickened, and the elasticity value (73.5 kPa) was higher than the cut-off value. Assessments based on the elasticity value of the pleura alone will result in a mistaken diagnosis of benign pleural effusion because chronic tubercular pleurisy or empyema can cause fibrothorax and an increased pleural elasticity value. Evaluating the presence of characteristics of fibrothorax or empyema by conventional transthoracic ultrasound is helpful in the differential diagnosis of benign pleural effusion. ERJ-02018-2018.Figure_S5
Figure S6. False-negative case: non-small cell lung cancer (adenocarcinoma). A small amount of pleural effusion without separation was noted. The thickness of the parietal pleura was 0.4 cm, and the elasticity value of the pleura was lower than the cut-off value (41.4 kPa). If the amount of pleural effusion is not substantial, separation is not obvious, and the elasticity value is not high, then making a positive judgment is difficult. ERJ-02018-2018.Figure_S6
Figure S7. Receiver operating characteristic curve analysis of the mean and maximal elasticity indexes (EIs) of pleural ultrasound elastography for diagnosing malignant pleural effusion in the development set based on data determined by the junior operator. SWE-Mean indicates the mean shear wave elastography (SWE) EI; SWE-Max indicates the maximal SWE EI. ERJ-02018-2018.Figure_S7
Figure S8. Receiver operating characteristic curve analysis of the mean and maximal elasticity indexes (EIs) of pleural ultrasound elastography for diagnosing malignant pleural effusion in the validation set based on data determined by the junior operator. SWE-Mean indicates the mean shear wave elastography (SWE) EI; SWE-Max indicates the maximum SWE EI. ERJ-02018-2018.Figure_S8
Acknowledgements
For their continuous support and assistance with patient screening, we appreciate the help of Wei Wang, Jiang-wei Ma and Zan-feng Wang (Dept of Respiratory and Critical Care Medicine), Xue-jun Hu and Xiao-nan Wang (Dept of Geriatrics), Yun-peng Liu, Ying Chen, Ping Yu, Bo Jin and Ming-fang Zhao (Dept of Medical Oncology), Chun-wei Wu (Dept of Cardiology), Lin-lin Liu and Yi Fan (Dept of Nephrology), Jing Tong (Dept of Gastroenterology) and Bao-cheng Deng (Dept of Infectious Disease) of the First Hospital of China Medical University (Shenyang, China).
Footnotes
This article has supplementary material available from erj.ersjournals.com
Conflict of interest: B. Jiang has nothing to disclose.
Conflict of interest: X. Li has nothing to disclose.
Conflict of interest: Y. Yin has nothing to disclose.
Conflict of interest: Q. Zhang has nothing to disclose.
Conflict of interest: T. Zang has nothing to disclose.
Conflict of interest: W. Song has nothing to disclose.
Conflict of interest: X. Wang has nothing to disclose.
Conflict of interest: J. Kang has nothing to disclose.
Conflict of interest: F.J.F. Herth has nothing to disclose.
Conflict of interest: G. Hou has nothing to disclose.
- Received October 23, 2018.
- Accepted May 22, 2019.
- Copyright ©ERS 2019