Abstract
Purpose
There is evidence of both the preventive effects and poor acceptance of mouthguards. There are various effects on performance depending on the type of mouthguard model. Hemodynamic responses to wearing a mouthguard have not been described. The aim of this study was to investigate the effects of self-adapted mouthguards with breathing channels (SAMGvent).
Methods
In this randomized crossover study, 17 healthy, active subjects (age 25.12 ± 2.19 years) underwent body plethysmography and performed two incremental exertion tests wearing a (SAMGvent) and not wearing (CON) a mouthguard. Blood lactate, spirometrics, and thoracic impedance were measured during these maximum exercise tests.
Results
The mean values using a SAMGvent revealed significantly greater airway resistance compared to CON (0.53 ± 0.16 kPa·L−1 vs. 0.35 ± 0.10 kPa·L−1, respectively; p = < 0.01). At maximum load, ventilation with SAMGvent was less than CON (118.4 ± 28.17 L min−1 vs. 128.2 ± 32.16 L min−1, respectively; p = < 0.01). At submaximal loads, blood lactate responses with SAMGvent were higher than CON (8.68 ± 2.20 mmol·L−1 vs. 7.89 ± 1.65 mmol·L−1, respectively; p < 0.01). Maximum performance with a SAMGvent was 265.9 ± 59.9 W, and without a mouthguard was 272.9 ± 60.8 W (p < 0.01). Maximum stroke volume was higher using a SAMGvent than without using a mouthguard (138.4 ± 29.9 mL vs. 130.2 ± 21.2 mL, respectively; p < 0.01).
Conclusion
Use of a self-adapted mouthguard led to increased metabolic effort and a significant reduction in ventilation parameters. Unchanged oxygen uptake may be the result of cardiopulmonary compensation and increased breathing efforts, which slightly affects performance. These results and the obvious preventive effects of mouthguards support their use in sports.
Keywords: Cardiopulmonary compensation, Ventilation, Increased airway resistance, Stroke volume
Introduction
Mouthguards (MGs) are a key factor in preventing sports-related dental injuries, especially in contact sports (Galic et al. 2018; Lässing et al. 2020b; Petrović et al. 2016). Various studies have demonstrated their preventive effect convincingly (ADA 2006; Bemelmanns and Pfeiffer 2000; Knapik et al. 2007; Lang et al. 2002; Mihalik et al. 2007). However, many athletes are very reluctant to wear mouthguards, largely because of both breathing restrictions (Amis et al. 2000; Bailey et al. 2015; Francis and Brasher 1991) and the fear of impairing performance (Caneppele et al. 2017; Delaney and Montgomery 2019). These limitations seem to depend on the model. There are two main types of mouthguards. Customized mouthguards are worn in professional sports and made individually by dentists. Inexpensive self-adapted mouthguards (SAMG) were designed for self-manufacture and widespread use, especially in youth sports (Kececi et al. 2005; Newsome et al. 2001). Some studies have postulated that using a customized mouthguard (CMG) exerts no negative effects on breathing (E), oxygen uptake (O2) or maximum performance compared to wearing a conventional self-adapted mouthguard, or not (Arent et al. 2010; Caneppele et al. 2017; Duarte-Pereira et al. 2008; El-ashke and El-ashker 2015; Morales et al. 2015). In activities involving and requiring high forces or metabolic energy efficiency, even the use of a CMG has demonstrated maximum ergogenic effects (Allen et al. 2018; Buscà et al. 2018; Garner and McDivitt 2009). Described are the hypothetical effects of CMG caused by an increase in airway diameter (Garner and McDivitt 2009) showing positive effects for gas exchange (Garner 2015; Garner et al. 2011; Schulze et al. 2019a), and enhancement through the jaw repositioning associated with beneficial effects on peripheral muscle innervation (Allen et al. 2018; Arent et al. 2010; Morales et al. 2015).
Regarding SAMG use, studies reveal some E restriction, but no negative effect on O2 or performances (Bailey et al. 2015; Francis and Brasher 1991; Schulze et al. 2019a,b,2020). In particular, the use of a specially designed SAMG with breathing channels (SAMGvent) led to—despite lower E—a lower blood lactate concentration (Bailey et al. 2015; Schulze et al. 2019a,b,2020). Yet other studies have confirmed negative effects on O2, E, and performance from using SAMGs compared to CMG (Bourdin et al. 2006; Caneppele et al. 2017; Duarte-Pereira et al. 2008; Lässing et al. 2020b; Arx et al. 2008).
Hemodynamic parameters associated with the use of mouthguards have not been measured to date. However, documenting these cardiac parameters might give us deeper insight into the effects of self–adapted mouthguard use—effects that might be closely associated with an increase in airway resistance (Bailey et al. 2015; Francis and Brasher 1991). The use of face masks also increases airway resistance, and has shown partially altered hemodynamic parameters (Fikenzer et al. 2020; Lässing et al. 2020a). The aim of this study was therefore to investigate the influence on hemodynamic and metabolic parameters of self-adapted mouthguards with breathing channels (SAMGvent). As the effects of wearing mouthguards on pulmonary parameters are known, we would expect a negative impact on performance.
Materials and methods
Ethical approval and study group
This study was reviewed and approved by the Ethics Committee of the Medical Faculty at the University of Leipzig (file number 445-15-21122015). All subjects with infectious, orthopedic, intrinsic or other diseases were excluded from this study.
This prospective, randomized, crossover trial investigated the effects of a SAMGvent on cardiopulmonary, metabolic, and maximum power output in an ergometer step test compared to its execution without a mouthguard. The study included 17 healthy subjects (age 25.12 ± 1.9 years, weight 71.82 ± 10.50 kg and height 175.29 ± 8.04 cm). The group consisted of 8 men and 9 women who were sport students and who trained about 3.5 h a week. None of the subjects was a trained cyclist. Written informed consent was obtained from all participants. The subjects were advised not to train 24 h before the tests started, and to consume a specific amount of carbohydrates (men 10 g per kg BW and women 7 g per kg BW) to ensure that glycogen conditions remained stable.
Making of the mouthguards
The self-adapted mouthguard (Nike Adult Max Intake/Beaverton OR, USA) subjects wore is a non-customized mouthguard with breathing channels (SAMGvent). They were warmed up in boiling water (30 s) and pressed into the upper jaw by a specialist.
Body plethysmography
Body plethysmography (ZAN500 Body, nSpire Health GmbH, Germany) measurements were taken with the subject wearing a mask instead of a tube (Lässing et al. 2020c).
Pulmonary airway resistance (RAW) was tested randomly without a mouthguard and with the SAMGvent. Between these randomized tests, subjects were given a 5-min break so that their respiratory muscles could recover. The body plethysmography measurements were taken with the participants wearing multi-use silicone face masks with headgear (K4b2—face mask, Cosmed, Italy). The test person in Fig. 1 gave his written informed consent allowing his image to appear in an online publication.
Fig. 1.

Body plethysmography measurements with spirometry masks
Performance measures
The incremental exercise test was performed on two different days. We allowed an at least 2-day time interval between each test day.
Each test was started with 50 W for men and 30 W for women. Wattage was increased every minute by 15 W for men and 10 W for women up to the maximum possible load. All tests were performed on a semi-recumbent revolution independent cycle ergometer (ergometrics 900, Ergoline GmbH, Bitz, Germany) at 60–70 revolutions per minute. Cardiac output (CO), stroke volume (SV) and heart rate (HR) (measured by impedance cardiography; Physioflow, Manatec Biomedical, Macheren, France), maximum oxygen consumption (O2 max) and respiratory parameters (E, VT, RR) were monitored continuously at rest and during stress (K4b2, Cosmed, Italy). Spirometric and thoracic impedance data were averaged for 10 s over the load.
To monitor cardiac arrhythmias, the C5-lead ECG was continuously observed to ensure the subjects’ preventive forensic safety. Blood-lactate samples (20 µL) were taken every three minutes and subjected to enzymatic-amperometric measurement (Super GL, ISO 7550, Germany). Blood pressure (BP) was measured under rest, every three minutes under stress, and after the workload. Load intensity was classified as: “rest” (0 W), “moderate” (men = 215 W/women 170 W), “submaximal” (men MW = 320 W/women MW = 210 W) and individual “maximum”.
Calculations
Spirometric and thoracic impedance data were recorded as the 1-min average for each load level.
We calculated alveolar ventilation (A) by relying on the spirometrically recorded parameters that applied in these calculations (Bohr-formula): dead space volume (VD = VT × [FetCO2 (end-tidal fractional carbon dioxide concentration) − FeCO2 (mixed expired carbon dioxide concentration]/FetCO2), dead space ventilation (D = VD × RF); alveolar ventilation (A = (VT − VD) × RF). Breathing effort was calculated as follows: Intrapulmonary pressure = PEF × RAW. TPR was calculated: TPR = MAP/CO.
Statistical analysis
All values are presented as means with standard deviation. GraphPad Prism 8 (GraphPad Software Inc., California, USA) was used for statistical evaluations and graph preparation. The raw data from spirometry and impedance cardiography obtained continuously during exercise were synchronized and averaged over 10 s. The exercise parameters were then calculated for all subjects at moderate, submaximal and maximum load. For distribution analysis, the Kolmogorov–Smirnov normality test was used. If normality distribution was evident, statistical comparisons were made using paired parametric t test (body plethysmography, significance level was defined as p < 0.05) or repeated two-way ANOVA with Bonferroni´s post hoc test for multiple comparison (exercise parameter). Sphericity was determined-based on the epsilon value of the Geisser greenhouse (ε). If the sphericity was rejected, Greenhouse Geisser correction would apply.
Results
Body plethysmography measured with mask
Table 1 illustrates pulmonary parameters in the body plethysmography measurement with mask. Pulmonary function parameters showed no differences. Only airway resistance was significantly higher with the SAMG (Table 1).
Table 1.
Body plethysmography measurement using the mask
| Body plethysmography | CON | SAMGvent | p value | |
|---|---|---|---|---|
| RAW (kPa·L−1) | 0.35 ± 0.10 | 0.53 ± 0.16 | 0.57 | < 0.01 |
| VC (L) | 5.06 ± 1.03 | 4.89 ± 0.95 | 0.17 | 0.09 |
| FEV1 (L) | 3.91 ± 0.65 | 3.82 ± 0.73 | 0.09 | 0.23 |
| FEV1/FVC | 79.71 ± 4.74 | 80.65 ± 4.76 | 0.08 | 0.26 |
| PEF (L·s−1) | 8.19 ± 1.54 | 8.27 ± 2.23 | < 0.01 | 0.78 |
| PIF (L·s−1) | 4.39 ± 1.73 | 4.06 ± 1.84 | 0.04 | 0.49 |
Values are presented as the means and standard deviation
Significant difference in bold, SAMGvent self-adapted mouthguard with breathing channels, CON without mouthguard, SD standard deviation, VC vital capacity, RAW airway resistance, FEV1 forced expiratory volume in one second, FVC forced vital capacity, FEV1/FVC Tiffeneau–Pinelli index, PEF peak flow (expiratory), PIF peak flow (inspiratory), η2p partial eta squared
Respiratory work was calculated relying on peak flow and airway resistance parameters, which revealed significant differences (CON 2.78 ± 0.8 kPa vs. SAMGvent 4.27 ± 1.7 kPa, p = < 0.01/ηp2 = 0.48).
Exercise testing
Baseline values were measured prior to each session (values not shown), and there were only TPR and Te significant differences in hemodynamics. 17 participants completed both tests. Figure 2 shows the time course of HR, SV, VE and Lac during the exercise tests with and without mouthgard. There were no significant differences in hemodynamics or metabolic parameters during moderate intensity. TPR was significantly lower at rest with SAMGvent (CON 15.62 ± 3.55 mmHg·L−1 vs. SAMGvent 14.15 ± 2.59 mmHg·L−1). Te was clearly prolonged under resting conditions with mouthguard use (CON 2.23 ± 1.13 s vs. SAMGvent 2.37 ± 1.12 s; p = 0.04). At submaximal intensity, LAC (CON 9.89 ± 1.65 mmol L−1 vs. SAMGvent 8.68 ± 2.20 mmol L−1; p < 0.01) and SV (CON 132.1 ± 20.9 mL vs. SAMGvent 139.4 ± 29.7 mL; p = 0.02) showed differences. All other measured parameters were at submaximal intensity not statistically different. Systolic and diastolic blood pressure revealed no differences throughout the exercise tests. Table 2 shows the maximum exercise parameters. The maximum power output achieved was lower with an SAMG. Pulmonary parameters differed significantly except for VO2 and VT. The SV was significantly increased and AVDO2 decreased when wearing an SAMGvent.
Fig. 2.
Tow-way ANOVA with mean values and standard deviation: a HR during rest and stress, b stroke volume during rest and stress, c ventilation during rest and stress, d lactate during rest and stress. Asterisk significant differences at the respective level
Table 2.
Exercise results with and without a self–adapted mouthguard
| CON | SAMGvent | Adjusted p value | ||
|---|---|---|---|---|
| Pulmonary parameters | ||||
| O2 (mL min−1 kg−1) | 48.27 ± 7.13 | 48.28 ± 7.91 | > 0.99 | |
| FETO2 (%) | 16.28 ± 0.58 | 16.02 ± 0.72 | 0.04 | |
| FETCO2 (%) | 5.07 ± 0.59 | 5.33 ± 0.63 | < 0.01 | |
| E (L·min−1) | 128.2 ± 32.16 | 118.4 ± 28.17 | < 0.01 | |
| RF (bpm) | 48.65 ± 9.23 | 44.29 ± 6.39 | < 0.01 | |
| VT (L) | 2.66 ± 0.45 | 2.69 ± 0.58 | > 0.99 | |
| Ti (s) | 0.62 ± 0.10 | 0.67 ± 0.09 | 0.03 | |
| A (L·min−1) | 96.90 ± 24.3 | 85.82 ± 20.6 | < 0.01 | |
| Te (s) | 0.68 ± 0.13 | 0.74 ± 0.12 | > 0.99 | |
| Hemodynamics parameters | ||||
| HR (min−1) | 184.5 ± 8.6 | 183.2 ± 8.3 | 0.70 | |
| CO (L·min−1) | 24.0 ± 3.6 | 25.2 ± 5.1 | 0.10 | |
| SV (mL), n = 16 | 129.8 ± 21.8 | 141.4 ± 28.0 | < 0.01 | |
| LAC (mmol·L−1) | 9.48 ± 1.93 | 9.47 ± 1.99 | > 0.99 | |
| AVDO2 (%) | 14.70 ± 3.09 | 14.03 ± 3.05 | < 0.01 | |
| TPR mmHg·L−1 | 5.30 ± 0.84 | 5.12 ± 1.17 | > 0.99 | |
| Peak power output (W) | 272.9 ± 60.8 | 265.9 ± 59.9 | 0.01 | |
Values presented as the means and standard deviation; adjusted p value = ANOVA with Bonferroni’s post hoc, moderate and submaximal values not shown
Significant difference in bold, SAMGvent self-adapted mouthguards with breathing channels, CON without mouthguard, mean group mean values, SD standard deviation, O2 oxygen uptake/min, RF respiratory frequency, VT tidal volume, E ventilation/min, Ti inspiratory time, Te expiratory time, FetO2 end-tidal fractional oxygen concentration, FetCO2 end-tidal fractional carbon dioxide concentration, HR heart rate, RQ respiratory quotient, SV stroke volume, CO cardiac output, AVDO2 arteriovenous oxygen difference, Lac blood lactate concentration, SBP systolic blood pressure, DBP diastolic blood pressure, A alveolar ventilation, TPR total peripheral resistance, CW cardiac work
Discussion
Our study’s main finding was that wearing a self-adapted mouthguard significantly increases airway resistance (RAW) at rest and reduces the E during maximum load. Despite similar O2 values, we observed a small but significantly reduced maximum ergometer performance when the SAMGvent was worn. Cardiopulmonary and metabolic parameters (Fig. 2) may indicate primarily mechanical and less peripheral neural autonomic compensation to maintain O2 when wearing an SAMGvent.
Pulmonary parameter
Body plethysmography revealed that RAW rises significantly when wearing an SAMGvent. Other studies have also reported a significant or trending increase with MGs (Amis et al. 2000; Lässing et al. 2020c). Respiratory protection devices and breathing filters reveal similar effects (Lee and Wang 2011; Louhevaara 1984). Those studies demonstrate that increased RAW can also significantly reduce E during exercise, and lower the athlete’s performance (Fikenzer et al. 2020; Lässing et al. 2020c; Louhevaara 1984; Melissant et al. 1998). Such significantly lower E confirms the present study’s findings when using an SAMG (Bailey et al. 2015; Caneppele et al. 2017; Delaney and Montgomery 2019; Francis and Brasher 1991; Schulze et al. 2020). RF was also clearly reduced in conjunction with SAMGvent use, whereas VT was not influenced at maximum workload. Note that other studies have also reported lower RF with corresponding changes in breathing time when face-protection devices were used (Amis et al. 2000; Fikenzer et al. 2020; Francis and Brasher 1991; Lässing et al. 2020c; Louhevaara 1984; Schulze et al. 2020). Francis and Brasher (1991) suggest that a prolonged breathing cycle is a compensatory mechanism that can stabilize VT and the gas exchange when wearing an SAMG (Amis et al. 2000; Bailey et al. 2015; Lässing et al. 2020c). There is also evidence that CMG use had no effects on VT and O2 under maximum ergometer performance, but it did reduce E and extend Ti (Lässing et al. 2020c). According to Francis and Brasher (1991), a mechanism resembling the 'pursed lip' type of breathing (PLB) in patients with obstructed breathing lengthens the respiratory cycle time. The present results demonstrate reduced A, E, prolonged Ti, and lower performance with a SAMGvent compared to CON despite similar O2. The most likely explanation for these changes is the significantly increased airway resistance. Even more, the resulting greater breathing effort needed to maintain VE cancels some cardiopulmonal capacity, and might lead to distributional congruence between the respiratory and peripheral muscles (reduced AVDO2 and increased lactate) (Dominelli et al. 2017). The reduced ergometer performance despite unchanged VO2 may be attributable to this.
In the present study, the FetO2 was lower and FetCO2 clearly increased with the SAMGvent, compared to without a mouthguard. Some researchers have reported similar results, and assume an improved gas exchange rate when wearing a mouthguard (Garner et al. 2011; Schulze et al. 2020). Schulze et al. (2020) suspect that an altered jaw position favors innervation in the temporomandibular joint and associated dorsal muscle chain. They hypothesize that improved peripheral control stimulates the aerobic metabolic pathway, which may explain higher CO2 production per breath (Schulze et al. 2020). The present results indicate minor but significantly higher lactate levels, as well as 2.6% less maximum power output using an SAMGvent. The obstructive breathing patterns may be the reason for higher alveolar carbon dioxide partial pressure, represented by the FETCO2 value.
By wearing an SAMGvent higher RAW values lead to an altered exercise breathing pattern and significantly increased breathing capacity in healthy subjects, which limits A but not O2 (Bailey et al. 2015; Francis and Brasher 1991; Lässing et al. 2020c; Schulze et al. 2020).
Cardiocirculatory and metabolic parameters
There were no differences in HR parameters associated with wearing a mouthguard (Bailey et al. 2015; Delaney and Montgomery 2019; El-ashke and El-ashker 2015; Lässing et al. 2020c) in this study. Others have speculated that the PLB mechanism may influence performance when a mouthguard is worn (Amis et al. 2000; Bailey et al. 2015; Delaney and Montgomery 2019; Francis and Brasher 1991). We observed a higher SV in conjunction with SAMGvent use. Respiration is known to affect the SV (Convertino et al. 2005; Fikenzer et al. 2020; Jayaweera and Ehrlich 1987; Lässing et al. 2020c; Ryan et al. 2008). Some authors suspect that a longer Ti keeps pleural pressure on a negative level for longer, and may thus favor venous return (Jayaweera and Ehrlich 1987) during mouthguard use (Lässing et al. 2020c). Other studies have shown that increased inspiratory airway resistance can raise the SV (Convertino et al. 2005; Ryan et al. 2008). Increased respiratory muscle effort because of neural-reflex mechanisms could also be responsible for the rise in SV (Harms et al. 1998; Lee and Wang 2011). Unchanged blood pressure values and similar HRs suggest a more cardiopulmonary-mechanical than neural-reflex mechanism (Ryan et al. 2008). TPR’s mean values did not differ during exertion, thus supporting the assumption of a mechanical factor rather than a neuronal effect. As respiratory resistance induced a prolonged inspiratory phase, this could presumably increase the venous return flow and thus explain the mechanically-induced higher SV with enhancing effects on the O2 and maybe even the performance (Lässing et al. 2020c). The reduced AVDO2 during exercise is consistent with other studies reporting increased airway resistance when wearing face masks (Fikenzer et al. 2020; Lässing et al. 2020a). Reduced oxygen extraction caused by ventilatory obstruction has been suggested to be behind the increased lactate levels, and higher CO may due to afferent innervation from the working muscles (Blain et al. 2005; Busse et al. 1991; Harms et al. 1998). In contrast, independent studies demonstrated also the mechanical relationship between longer or higher negative pleural pressure and possible forcing effects on the transmural pressure difference in the extrathoracic and intrathoracic vessels (Convertino et al. 2005; Ryan et al. 2008) which may increase venous blood return and improve SV (Convertino et al. 2005; Fagoni et al. 2020; Fikenzer et al. 2020; Lässing et al. 2020a; Ryan et al. 2008).
In summary: the wearing of an SAMGvent led to an obstructed breathing pattern (Amis et al. 2000; Bailey et al. 2015; Francis and Brasher 1991; Lässing et al. 2020c) indicating slightly reduced maximum power (Caneppele et al. 2017; Duarte-Pereira et al. 2008; El-ashke and El-ashker 2015) without restricting O2 (Bailey et al. 2015; Francis and Brasher 1991; Kececi et al. 2005; Schulze et al. 2019a,2020). Mechanical cardiopulmonary compensation may contribute to stabilizing the O2 (Convertino et al. 2005; Lässing et al. 2020c; Ryan et al. 2008) which is probably higher because of the increased breathing effort while wearing a mouthguard than with no mouthguard. Nevertheless, the performance of participants wearing an SAMGvent in this study revealed moderate restrictions, probably because of the respiratory muscles’ higher oxygen consumption. As a similar study (Lässing et al. 2020c) employing customized mouthguards (CMG) reported no reduction in performance, we conclude that CMGs are preferable to the SAMGvent in this study.
Study limitations
The cardiac parameters we obtained via impedance cardiography may have been overestimated using absolute values (Siebenmann et al. 2015). However, since we compared intra-individual differences and impedance cardiography is so reliable (Astorino et al. 2015; Richard et al. 2001), changes in these parameters were essential, unlike those achieved using absolute values. Since to enable separate gender-specific data we would have needed a much larger cohort of study subjects, we cannot evaluate gender-specific differences. Nevertheless, our analyses show large homogeneity in the variation in variance of all means. Furthermore, our work does not take into account long-term adaptive regulations using a mouthguard, since the subjects wore the mouthguard only for these examinations.
Conclusion
Our investigation revealed increased airway resistance under resting conditions and significantly reduced respiratory parameters under stress in conjunction with wearing an SAMGvent. Maximum power output dropped slightly also, while the blood lactate concentration was higher. Oxygen uptake was unchanged and stroke volume improved, factors that potentially indicate cardiopulmonary compensation in combination with increased breathing effort. Nevertheless, we have demonstrated that wearing an SAMGvent reduces performance moderately—a factor that should be considered when these models are being used in sports.
Abbreviations
- ADA
Access, prevention and interprofessional relations
- AVDO2
Arteriovenous oxygen difference
- CAP
Concurrent activation potentiation
- CO
Cardiac output
- FetCO2
End-tidal fractional carbon dioxide concentration
- FetO2
End-tidal fractional oxygen concentration
- FEV1
Forced expiratory volume in one second
- FVC
Forced vital capacity
- HR
Heart rate
- SAMGvent
Self-adapted mouthguard with breathing channels
- CON
Control (without mouthguard)
- PEF
Peak expiratory flow
- PIF
Peak inspiratory flow
- RAW
Airway resistance
- RF
Respiratory frequency
- RQ
Respiratory quotient
- SD
Standard deviation
- SV
Stroke volume
- Te
Expiratory time
- Ti
Inspiratory time
- TPR
Total peripheral resistance
- A
Alveolar ventilation
- VC
Vital capacity
- CO2
Carbon dioxide production
- E
Ventilation
- O2
Oxygen uptake
- O2max
Maximum oxygen uptake
- VT
Tidal volume
- W
Watt
Author contributions
JL and MB conceived and designed the research. JL and RF conducted the experiments. JL and RF analyzed the data. JL wrote the manuscript. All authors have read and approved the manuscript.
Funding
Open Access funding enabled and organized by Projekt DEAL.
Declarations
Conflict of interest
The authors have no competing interests to declare.
Ethics approval
Reference number 445-15-21122015.
Availability of data and material
The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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