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BMC Infectious Diseases logoLink to BMC Infectious Diseases
. 2020 May 19;20:356. doi: 10.1186/s12879-020-05078-4

Characterization of clinical enterococci isolates, focusing on the vancomycin-resistant enterococci in a tertiary hospital in China: based on the data from 2013 to 2018

Wanqing Zhou 1,#, Hui Zhou 1,#, Yuhan Sun 1, Shuo Gao 1, Yan Zhang 1, Xiaoli Cao 1, Zhifeng Zhang 1, Han Shen 1,, Chunni Zhang 2,
PMCID: PMC7285731  PMID: 32517758

Abstract

Background

Vancomycin-resistant Enterococcus spp. (VRE) have spread all over the world. The present study aims to investigate the species distribution, specimen type and susceptibilities of Enterococcal species collected from Nanjing Drum Tower Hospital from 2013 to 2018. Additionally, distribution of VRE and prevalence of van gene among VRE isolates were also analyzed.

Methods

The susceptibilities of 3913 Enterococcus isolates were retrospectively investigated. Among these strains, 60 VRE strains were further anazlyed in this study. The minimum inhibitory concentrations (MICs) of the VRE strains towards vancomycin, teicoplanin and linezolid were determined by E-test. Polymerase chain reaction (PCR) and DNA sequencing were used to investigate the prevalence of van genes among VRE. Furthermore, the sequence types (STs) of VRE strains were explored by multi-locus sequence typing (MLST).

Results

Among the 3913 enterococci isolates, Enterococcus faecalis (n = 1870, 47.8%) and Enterococcus faecium (1738, 44.4%) were the main isolates. These Enterococcus strains were mainly isolated from urine (n = 1673, 42.8%), followed by secretions (n = 583, 14.9%) and ascites (n = 554, 14.2%). VRE displayed a decreasing trend year by year. Molecular analysis revealed that 49 out of 60 VRE isolates carried vanA gene, 10 carried vanM, and 1 carried both vanA and vanM genes. Sixteen distinct STs were identified among the 58 VREM, with ST78 (n = 16), ST192 (n = 8) and ST570 (n = 7) being the most dominant ones.

Conclusions

E. faecalis and E. faecium were the major enterococci strains which are the main pathogens of urinary traction infections; vanA and vanM were the main determinants conferring resistance to vancomycin; ST78, ST192 and ST570 were the leading STs of VREM which displayed a decreasing trend of prevalence year by year.

Keywords: Enterococcus, VRE, Enterococcus faecium, Enterococcus faecalis, vanA, vanM

Background

Enterococci are leading pathogens of nosocomial infections such as bacteraemia, intra-abdominal infections and surgical wounds, especially urinary tract infections [1]. With the antimicrobial agents being frequently used in clinical treatment, antibiotic-resistant enterococci, particularly multi-drug resistant enterococci isolates, such as vancomycin-resistant enterococci (VRE) and linezolid-resistant enterococci (LRE) have emergence and spread all over the world [2, 3].

In Europe, an increasing proportion of vancomycin-resistant E. faecium (VREM) has been reported [4], with the VREM being increased from 11.2% in 2014 to 26.1% in 2017 in German hospitals [5]; In Canadian hospitals, the national prevalence of VRE tripled from 1.8% in 2007 to 6.0% in 2013 and peaked at 7.9% in 2011 [6]; Thus, besides high cost of treatment of VRE, high mortality and additional morbidity caused by the frequent incidence of infections has been reported in US and European countries [1]. Whereas in China, Antimicrobial Surveillance Network (CHINET) showed a declining trend of VRE year by year during 2013 to 2018 all over the China (http://www.chinets.com/Data/GermYear). However, infections of VRE have lead to increased cost and mortality compared to vancomycin-susceptible Enterococcus isolates [7]. The similar situation has also been observed on the distribution of VRE in Zhejiang, China during the period of 2015–2017 [8]. However, data on the characterization of VRE in tertiary hospitals in China are still limited.

To date, treatment options for infections caused by VRE are quite limited, including vancomycin, teicoplanin, linezolid and fosfomycin [1]. However, ranges on the MIC determinations of VRE on these antimicrobial agents are still unclear, which is very important for choice of drugs in clinical therapy.

Moreover, it has been well known that resistance to vancomycin in Enterococci is mediated by van genes. To date, vanA, vanB, vanC, vanD, vanE, vanG, vanL, vanM, and vanN have been identified [9]. vanA and vanB genotypes have predominated worldwide [10] and are mainly identified in VREM and vancomycin-resistant E. faecalis (VREF) isolates. Whereas, vanM gene was initially identified in a VREM clinical isolate in Shanghai in 2006 [11], subsequently reported in Singapore [12]. Presently, vanM has been the predominant gene in VRE in Shanghai since 2011 [13]. Noteworthiliy, albeit vanM gene has also been isolated in Hangzhou [14, 15], which is located approximately 200 km from Shanghai, and later in Beijing [16], it has not been detected in other cities in China. Thus, more data on the prevalence of VRE and the distribution of van genes among VRE in other cities of China are needed.

In this study, the strain types, sample sources, and susceptibilities of clinical enterococci collected in our hospital during 2013 to 2018 were retrospectively analyzed; Furthermore, the distribution of VRE strains, prevalence of van genes and sequence types (STs) among VRE were further investigated to analyze the characterization.

Methods

Bacterial strains

Consecutive and non-duplicate Enterococcus isolates were recovered in Nanjing Drum Tower Hospital (Nanjing, China) from January 2013 until December 2018 by WHONET 5.6 software. Confirmation of enterococci was performed using Vitek 2 Compact GP cards (bioMerieux, France). VRE were screened according to susceptibility to vancomycin (MIC > = 32 μg/ml). Where Antimicrobial testing was performed using Vitek 2 Compact GP67 cards (bioMerieux, France) or the disc diffusion method on Mueller-Hinton agar (bioMerieux, France), according to Clinical and Laboratory Standards Institute guidelines (CLSI, 2018) [17].

Antimicrobial susceptibility testing

The minimum inhibitory concentrations (MICs) of VRE toward vancomycin, teicoplanin and linezolid were further determined by E-test (bioMerieux, France). The susceptibility of the VRE isolates to fosfomycin was tested by the disc diffusion method on Mueller-Hinton agar (bioMerieux, France). E. faecalis ATCC 29212 and S. aureus 29213 were used as quality controls in parallel. The antimicrobial susceptibility testing results were interpreted according to CLSI 2018 [17].

DNA extraction and quantification

DNA extraction was performed by boiling method. Briefly, fresh colonies were picked into 1 ml sterile saline. After boiling for 10 min at 100 °C, followed by centrifugation for 30s with 12,000 r/sec, the supernatant was used to determine the DNA concentration and purity by using the NanoDrop 2000c spectrophotometer (Thermo Scientific, Waltham, MA, USA).

Molecular detection of resistance genes

Amplification of vanA, vanB, vanC1, vanC2/3, vanM, and vanD was performed as previously described [11, 12]. Each batch of reactions contained a negative control, a positive control and a blank control. The amplicons were purified using a Qiagen DNA purification kit (Qiagen, Hilden, Germany) and subjected to sequencing. The sequence similarity was determined using the BLAST program from the National Center for Biotechnology Information (http://www.ncbi.nlm.nih.gov/BLAST).

Multi-locus sequence typing (MLST)

MLST of E. faecium isolates was performed according to the method as previously described [18]. Briefly, the 7 housekeeping genes of E. faecium were amplified and sequenced, then strains were assigned to specific STs according to the protocol in MLST database (https://pubmlst.org/efaecium/).

Statistical analysis

SPSS statistical software (version 20.0) was used to analyze the data. Difference on the resistance rates between the E. faecalis and E. faecium were analyzed by chi-square test. Chi-square values were corrected when the quantities of VRE isolates were less than 40. Statistical significance was defined when a P-value < 0.05.

Results

Distribution of clinical enterococci isolates from 2013 to 2018

Among the 3913 enterococci isolates, E. faecalis (n = 1870, 47.8%) and E. faecium (n = 1738, 44.4%) were the major ones, followed by E. avium (n = 169, 4.3%), E. gallinarum (n = 70, 1.8%), E. casseliflavus (n = 35, 0.9%), E. durans (n = 15, 0.4%), E. cecorum (n = 9, 0.2%) and E. raffinosus (n = 7, 0.2%). These Enterococcus were mainly isolated from urine specimens (n = 1673, 42.8%), followed by secretions (n = 583, 14.9%), ascites (n = 554, 14.2%), bile (n = 412, 10.5%), blood (n = 273, 6.9%), catheters (n = 169, 4.3%) and others (n = 249, 6.4%).

The annual distribution of Enterococcus isolates is shown in Table 1. It’s worthy to note, the proportion of ascite specimens increased annually, from 7.8% in 2013 to 21.8% in 2018, as shown in Table 2.

Table 1.

Annual distribution of Enterococci isolates during 2013–2018

Year E. faecalis E. faecium E. avium E.gallinarum E.casseliflavus E. durans E. cecorum E.raffinosus Total
2013 263 266 27 2 0 1 1 0 560
2014 316 286 17 7 3 2 1 0 632
2015 362 265 29 13 9 2 1 2 683
2016 305 276 32 17 3 4 3 4 644
2017 314 295 30 22 9 2 2 1 675
2018 310 350 34 9 11 4 1 0 719
Total 1870 1738 169 70 35 15 9 7 3913

Table 2.

Samples distribution of Enterococci isolates from 2013 to 2018

Samples 2013 2014 2015 2016 2017 2018 Total
Num. Ratio (%) Num. Ratio (%) Num. Ratio (%) Num. Ratio (%) Num. Ratio (%) Num. Ratio (%) Num. Ratio (%)
urine 256 45.7 284 44.9 308 45.1 266 41.3 267 39.6 292 40.6 1673 42.8
ascites 44 7.8 56 8.9 82 12 92 14.3 123 18.2 157 21.8 554 14.2
secretions 100 17.8 115 18.2 106 15.5 84 13 98 14.5 80 11.1 583 14.9
Bile 62 11.1 63 10 66 9.7 75 11.6 76 11.3 70 9.7 412 10.5
blood 34 6.1 38 6 41 6 51 7.9 45 6.7 64 8.9 273 6.9
catheter 25 4.5 31 4.9 30 4.4 25 3.9 28 4.1 30 4.2 169 4.3
others 39 7 45 7.1 50 7.3 51 8 38 5.6 26 3.7 249 6.4
Total 560 632 683 644 675 719 3913 100

The susceptibilities of E. faecalis and E. faecium

The resistance rates of E. faecalis and E. faecium were shown in Table 3. Overall, E. faecium showed obviously higher resistance rates than those of E. faecalis (P < 0.05). For E. faecium, more than 40% of the isolates showed resistance toward penicillin G, ampicillin, high concentrations of gentamicin and levofloxacin. Whereas, more than 95% of them displayed susceptibilities to linezolid, vancomycin, teicoplanin and tigecycline. In detail, from 2013 to 2018, high resistance rates to penicillin G, ampicillin and levofloxacin were shown to be above 80% every year; Resistance rates to high concentrations of gentamicin decreased yearly, from 60.8% in 2013 to 27.1% in 2017, but rebounded to 38.7% in 2018; Resistance rates to vancomycin decreased year by year, from 9.3% in 2013 to 1.4% in 2018 (Fig. 1a). Whereas, for E. faecalis, an increasing trend of resistance to linezolid was observed, from 0.4% in 2013 to 4.8% in 2018; In contrast, resistance rates to penicillin G and ampicillin decreased gradually; Resistance rates to high concentrations of gentamicin and levofloxacin decreased firstly and increased later (Fig. 1b).

Table 3.

Resistance rates (%) of E. faecalis and E. faecium to antimicrobiol agents

Antibiotic E. faecalis
(n = 1870)
E. faecium
(n = 1738)
χ2 P value
Resistance rates (%) Resistance rates (%)
penicillin G 6.8 85.6 2146.5 < 0.05
ampicillin 2.1 83.8 2303.3 < 0.05
high concentrations of gentamicin 31 41.5 42.2 < 0.05
levofloxacin 28.2 84 1033.1 < 0.05
linezolid 1.9 0.4 16.3 < 0.05
vancomycin 0.1 3.7 65.5 < 0.05
teicoplanin 0 2.5 46.0 < 0.05
Tigecycline 0 0

Chi-square statistics was used to obtain P value

Fig. 1.

Fig. 1

The trend of antimicrobial resistance of clinical enterococci isolates to antimicrobial agents during 2013–2018: a The trend of antimicrobial resistance of clinical Enterococcus faecium isolates to antimicrobial agents during 2013–2018; b The trend of antimicrobial resistance of clinical Enterococcus faecalis isolates to antimicrobial agents during 2013–2018

Distribution and susceptibilities of VRE

Screening of VRE showed that 60 VRE, including 58 E. faecium, 1 E. faecalis and 1 E. avium, were included in this study. These VRE were recovered from urine (n = 31), catheter (n = 9), blood (n = 7), ascites (n = 6), wound secretions (n = 3), bile (n = 2), drainage fluid of perirenal abscess (n = 1) and hydrothorax (n = 1). And the distribution of VRE among every year during 2013–2018 presented a declining trend year by year (Fig. 2a, b).

Fig. 2.

Fig. 2

The trend on annual number/proportion of vancomycin-resistant Enterococci in clinical enterococci isolates during 2013–2018: a The trend on annual number of the vancomycin-resistant enterococci during 2013–2018; b The trend on annual proportion of vancomycin-resistant enterococci in clinical enterococci isolates during 2013–2018

Sixty VRE isolates showed high resistance to vancomycin (MIC > 256 μg/ml), and changeable resistance to teicoplanin (1 μg/ml ~ > 256 μg/ml). Fortunately, VRE strains showed 100% of susceptibility to linezolid (MIC ≤2 μg/ml) and to fosfomycin.

The prevalence of van genes

All the 60 VRE strains carried at least one van gene. Among them, 49 strains carried vanA gene (47 vanA in E. faecium, 1 one in E. faecalis and 1 one in E. avium), 10 E. faecium carried vanM gene, and 1 E. faecium carried both vanA and vanM.

The sequence types of VRE

Among the 58 VREM isolates, 16 distinct STs were identified, with ST78 (n = 16), ST192 (n = 8) and ST570 (n = 7) being the predominant ones, followed by ST203 (n = 6) and ST343 (n = 5). ST414 (n = 3), ST1015 (n = 2), ST17 (n = 2), ST789 (n = 2), ST1014 (n = 1), ST1039 (n = 1), ST18 (n = 1), ST202 (n = 1), ST323 (n = 1), ST564 (n = 1) and ST80 (n = 1) were also found. The distribution of the dominant clones of VRE in 2013–2018 were shown in Table 4. where ST 570 predominated in 2013 and 2015, whereas, ST203 and ST343 were mainly prevalent clones in 2013. Therefore, the epidemic strains spread to our hospital in 2013, and the prevalence of this major clone was scattered and presented in a variety of clonotypes.

Table 4.

Distribution of van genes and sequence types among vancomycin-resistant Enterococcus faecium

Sequence types Year van genes Total
2013 2014 2015 2016 2017 2018 vanA vanM vanA/vanM
17 0 2 0 0 0 0 2 0 0 2
18 1 0 0 0 0 0 1 0 0 1
78 6 4 2 1 1 2 15 1 0 16
80 0 1 0 0 0 0 1 0 0 1
192 1 4 1 0 2 0 3 4 1 8
202 0 0 1 0 0 0 1 0 0 1
203 5 1 0 0 0 0 5 1 0 6
323 0 0 0 0 0 1 1 0 0 1
343 5 0 0 0 0 0 5 0 0 5
414 2 1 0 0 0 0 2 1 0 3
564 0 0 0 1 0 0 0 1 0 1
570 3 0 3 1 0 0 7 0 0 7
789 0 0 0 1 1 0 1 1 0 2
1014 0 0 0 0 0 1 1 0 0 1
1015 1 0 0 0 1 0 2 0 0 2
1039 0 0 0 1 0 0 0 1 0 1
Total 24 13 7 5 5 4 47 10 1 58

Discussion

The spread of VRE has been a global problem to public health. In this study, we provided data on the characterization including species and specimen distribution of clinical enterococci isolates, as well as prevalence of van genes among VRE in a tertiary hospital based on the data from 2013 to 2018.

We found that the resistance rates of E. faecium toward most of the antimicrobial agents in clinical treatment were higher than those of E. faecalis, especially to penicillin, ampicillin, and levofloxacin. This is in accordance with the previous report [8], providing evidence that E. faecium are prone to be more resistant than E. faecalis. Albeit that infections caused by E. faecium present a serious clinical challenge for physicians, and treatment options for these infections are limited [8]. Fortunately, good sensitivities toward vancomycin, linezolid, tigecycline and fosfomycin were displayed, which means that there are still potent effective drugs for the treatment of positive cocci, including enterococci.

The high distribution of VREM in our study is consistent with the previous report [19, 20], indicating that VREM is the major VRE. Moreover, in our study, VRE strains mainly originated from urine, which was different from the Canadian strains, where VREs primarily originated from blood (68.8%) [6]. Consistent with previous study (http://www.chinets.com/Data/GermYear), we observed a deceasing trend on the prevalence of VRE year by year, this may depend on the low distribution of VRE in Chinese hospitals [8]. Although it has been increasing steadily since the first description of these organisms in 2010 [21]. So far, the incidence of VRE infections has significantly increased, particularly in parts of Asia, Europe, and the United States [6, 22]. The situation in our study is totally different from the report in U.S. hospitals, where the number of U.S. hospitalizations with VRE discharges more than doubled between 2000 and 2006, with a prevalence as high as 65% [23]. Noteworthily, a weak upward trend (from 0.4% in 2013 to 2.4% in 2018) for linezolid-resistant enterococci was also observed in our study, together with the higher resistance rates of E. faecalis to linezolid than those of E. faecium, indicating that E. faecalis may be easy to develop resistance to linezolid than E. faecium, which alert us to carefully use linezolid in the clinical therapy [24]. Even though the high susceptibilities of VRE to linezolid in our study suggest that linezolid is a potentially effective for infections caused by VRE [3].

The high prevalence of vanA gene among VRE has been reported in several Asian countries, mainly South Korea, Japan, and China [2527], which was also observed in our study. As we know that vanA type has been characterized by acquired resistance to high levels of both vancomycin and teicoplanin [9, 12], then we could provide explanation for the high resistance to vancomycin. Furthermore, a similar IS element, IS1216V, has been reported to be widespread among vanA-type VRE, and this element may play an important role in the dissemination of resistance determinants by transposon-mediated fusion of vanA plasmid with other plasmids [28, 29]. Thus, further study may be needed to investigate the distribution of such IS element to explore the probability of dissemination of vanA gene. As we know that, vanM was first identified in Shanghai in 2006 and later found to be the dominant gene mediating resistance to vancomycin in E. faecium [11]. Previous studies showed that vanM gene encodes a 343-amino-acid protein that shares 79.9% amino acid identity with vanA [11]; Phenotypically, vanM-type isolates showed similar antimicrobial susceptibility patterns to the vanA type, with resistance to both vancomycin and teicoplanin [11]. To date, vanM has been identified in Hangzhou [14, 15], Shanghai [11, 13] and Beijing [16] in China, but was not in other cities of China. In our study, the prevalence of vanM gene among VRE isolates suggests that this is the first time that we provided the related data in Nanjing, China. Furthermore, we found that all the vanM-containing isolates displayed resistance toward vancomycin, albeit the insertion of an IS1216-like element into the vanM gene cluster at various positions could lead to the silencing of the VanM phenotype by deletions or partial deletions of vanR, vanS, or vanX [15]. Additionally, vanM-containing vancomycin-susceptible E. faecium strains might switch to a vancomycin-resistant phenotype during prolonged vancomycin treatment, leading to a failure of vancomycin treatment [15]. Therefore, it may be necessary to strengthen the surveillance for vanM among clinical Enterococcus isolates [30]. More importantly, we also found a co-occurrence of vanA and vanM among a VREM, which has been reported previously [16]. To date, the co-existence of vanA and vanC1 gene clusters in E. gallinarum isolates has been demonstrated to confer high-level glycopeptide resistance in southern India [31]; An outbreak due to E. faecium strain co-carrying vanA and vanB was reported in France [32]; In addition, vanA-VanD VRE strains were identified in Korea and France [33, 34]. Altogether, the co-occurrence of van genes among single strain indicated the importance of infection control measures.

MLST typing displayed 3 dominant STs, including ST78, ST192 and ST570, which were frequently identified in VREM isolates in China [13, 15, 35, 36]. This is quite different from the dominant clone of ST117 and ST80 in Germany [5]. As we know, ST78 has been reported to be the predominant ST among vanA- and vanM-type VREM strains in China [13, 16], although the dominant clone ST78-vanA as the most popular type in our study was mainly separated between 2013 and 2014 (Table 5); ST192 was the most prevalent clone for vanM-type VRE and E. faecium ST192 has been recognized as one of 3 highly prevalent STs responsible for hospital-associated (HA) bloodstream infections in German hospital patients [37]. Strain 4868 with ST192-vanA/vanM type detected in our study has also been reported in Beijing, China [16], which alerts us the probability of clone dissemination; In our study, ST570-vanA was mainly isolated in 2013 and 2015; ST343-vanA and ST203-vanA were detected only in 2013, and ST192-vanM was distributed in 2014 and 2017 (Table 5), these differences on the distribution of van genes in different clones annually may reflect the prevalent trend of major clone spread, which may relate with the differences in antibiotic use.

Table 5.

Annual distribution of the combination of sequence types and van genotypes among vancomycin-resistant Enterococcus faecium

Types 2013 (n = 20) 2014 (n = 9) 2015 (n = 6) 2016 (n = 2) 2017 (n = 3) 2018 (n = 2) Total
ST78-vanA 5 4 2 1 1 2 15
ST78-vanM 1 0 0 0 0 0 1
ST192-vanA 1 1 0 0 1 0 3
ST192-vanM 0 3 0 0 1 0 4
ST192-vanA/vanM 0 0 1 0 0 0 1
ST570-vanA 3 0 3 1 0 0 7
ST570-vanM 0 0 0 0 0 0 0
ST203-vanA 5 0 0 0 0 0 5
ST203-vanM 0 1 0 0 0 0 1
ST343-vanA 5 0 0 0 0 0 5
ST343-vanM 0 0 0 0 0 0 0

Our study has several limitations. Firstly, this is a retrospective study, not all the VRE isolates could be collected for the further analysis; Secondly, this is a single centre study, our data may not reflect all the characterization of VRE isolates from other institutions in China, since the burden of VRE has been shown to vary regionally.

Conclusions

In conclusion, E. faecalis and E. faecium were the major enterococci strains which are the main pathogens of urinary traction infections. vanA and vanM were the main genes conferring resistance to vancomycin, ST78, ST192 and ST570 were the leading STs of VREM which displayed a decreasing trend year by year. Thus, our findings indicated the importance of performing regional antibiotic resistance surveillance for infection control practices.

Acknowledgments

The authors thank the staff of the laboratory of clinical microbiology of Nanjing Drum Tower Hospital, Nanjing, China, for the identification of clinical microorganism.

Abbreviations

VRE

Vancomycin-resistant enterococci

VREM

Vancomycin-resistant Enterococcus faecium

VREF

Vancomycin-resistant Enterococcus faecalis

VREA

Vancomycin-resistant E. avium

MICs

Minimum inhibition concentrations

MLST

Multi-locus sequence typing

STs

Sequence types

Authors’ contributions

WZ, ZH, SH and ZC performed design, contributed to the acquisition, analysis and interpretation of data and drafted the manuscript. SY assisted in the experiment, analysis and coordination of the project. GS, ZY, CX and ZZ participated in strain identification and the MLST analysis. All authors have read and approved the final manuscript.

Funding

This study was supported by the Nanjing Medical Science and Technique Development Foundation (Grant No. QRX17143, YKK17056). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Availability of data and materials

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

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no conflicts of interest.

Footnotes

Publisher’s Note

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

Wanqing Zhou and Hui Zhou contributed equally to this work.

Contributor Information

Wanqing Zhou, Email: zwq_096@163.com.

Hui Zhou, Email: 526917135@qq.com.

Yuhan Sun, Email: 815205830@qq.com.

Shuo Gao, Email: shuoshuo65@163.com.

Yan Zhang, Email: qcyxtea@163.com.

Xiaoli Cao, Email: cao-xiao-li@163.com.

Zhifeng Zhang, Email: njzhangzf@hotmail.com.

Han Shen, Email: shenhan10366@sina.com.

Chunni Zhang, Email: zchunni27@hotmail.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 used and/or analysed during the current study are available from the corresponding author on reasonable request.


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