Invasive versus noninvasive measurement of allergic and cholinergic airway responsiveness in mice
© Glaab et al. 2005
Received: 18 January 2005
Accepted: 25 November 2005
Published: 25 November 2005
This study seeks to compare the ability of repeatable invasive and noninvasive lung function methods to assess allergen-specific and cholinergic airway responsiveness (AR) in intact, spontaneously breathing BALB/c mice.
Using noninvasive head-out body plethysmography and the decrease in tidal midexpiratory flow (EF50), we determined early AR (EAR) to inhaled Aspergillus fumigatus antigens in conscious mice. These measurements were paralleled by invasive determination of pulmonary conductance (GL), dynamic compliance (Cdyn) and EF50 in another group of anesthetized, orotracheally intubated mice.
With both methods, allergic mice, sensitized and boosted with A. fumigatus, elicited allergen-specific EAR to A. fumigatus (p < 0.05 versus controls). Dose-response studies to aerosolized methacholine (MCh) were performed in the same animals 48 h later, showing that allergic mice relative to controls were distinctly more responsive (p < 0.05) and revealed acute airway inflammation as evidenced from increased eosinophils and lymphocytes in bronchoalveolar lavage.
We conclude that invasive and noninvasive pulmonary function tests are capable of detecting both allergen-specific and cholinergic AR in intact, allergic mice. The invasive determination of GL and Cdyn is superior in sensitivity, whereas the noninvasive EF50 method is particularly appropriate for quick and repeatable screening of respiratory function in large numbers of conscious mice.
Asthma is a complex disease associated with reversible airway obstruction of variable degree, airway inflammation, airway hyperresponsiveness (AHR) and airway remodeling. These hallmarks of asthma are being examined in murine models, with the goal of understanding the basic cellular and genetic mechanisms of allergic inflammation that underlie the immunologic basis of the disease . To investigate the functional consequences of in vitro findings in the lung in vivo, determination of pulmonary function is an essential tool. Existing methods for measuring respiratory function in mice in vivo include invasive and noninvasive approaches [2, 3]. The invasive recording of pulmonary resistance (RL) or pulmonary conductance (1/RL), and dynamic compliance (Cdyn) is the gold standard for precise and specific determinations of pulmonary mechanics [2, 3]. Limitations of traditional invasive methodologies commonly involve surgical tracheostomy, anesthesia, and mechanical ventilation, all of which are procedures that may generate significant artifacts . In addition, when tracheostomy is done, this method is limited to single-point measurements only, usually precluding the possibility of performing follow-up studies. A novel modification to this invasive technology has enabled repetitive invasive recordings of pulmonary mechanics in conjunction with local aerosol delivery in anesthetized, orotracheally intubated, spontaneously breathing mice .
Noninvasive determination of respiratory parameters in conscious mice is a convenient, repeatable approach for screening respiratory function in large numbers of animals. Here, the application of the empiric variable enhanced pause (Penh) has gained widespread popularity. A recent correspondence written by leading experts  has emphasized the danger of the increasing uncritical use of Penh, with potentially misleading assessment of pulmonary function in animal models of lung disease. Although noninvasive measurement of murine respiratory function has virtually become synonymous with the recently questioned Penh method [5–9], a variety of other noninvasive methods have been established [10–12]. We and others have described the utility of midexpiratory flow, as measured by head-out body plethysmography, as a physiologically meaningful, noninvasive parameter of bronchoconstriction for mice and rats [13–17]. No report has as yet directly investigated the ability and utility of repetitive invasive and noninvasive lung function methods to assess allergen-specific EAR and cholinergic airway hyperresponsiveness (AHR) in intact mice. The primary objective of this study in a mouse model of fungal asthma was to compare the capability of noninvasive EF50 measurements to reflect the allergen-specific and cholinergic AR as observed with invasive determination of pulmonary mechanics. Moreover, to support the argument that noninvasive EF50 measurement is more valid than Penh we sought to examine whether EF50, unlike Penh , parallels the actual changes in pulmonary mechanics in response to hyperoxia in C57BL/6 mice. Our results showed that, while the noninvasive measurement of EF50 presented greater variability than the classical invasive measurements of RL and Cdyn, the correlation was sufficiently strong to support the use of such noninvasive testing in repetitive measurements in invividual mice.
Animals and sensitization protocol
Pathogen-free, female BALB/c mice, 12–14 weeks of age, and female C57BL/6 mice (used only for hyperoxia exposures), 7–8 weeks of age (Charles River, Sulzfeld, Germany), were kept in a pathogen-free rodent facility and were provided food and water ad libitum. All animal experiments conformed to NIH guidelines and were approved by the appropriate governmental authority (Bezirksregierung Niedersachsen, Germany). Allergic BALB/C mice (n = 8) received an intraperitoneal and subcutaneous injection of soluble A. fumigatus antigens (5 μg each, Greer Laboratories Inc, Lenoir, NC, USA), dissolved in incomplete Freund's adjuvant in a volume of 0.1 ml given on day 0 and were boosted noninvasively by inhalation over 10 min in a closed chamber with 1 % of A. fumigatus aerosol dissolved in saline on day 14 (jet nebulizer, LC Star, 2.8 μm mass median aerodynamic diameter (MMAD), Pari GmbH, Starnberg, Germany).
On day 21, allergic mice were challenged once with aerosolized A. fumigatus followed by methacholine (MCh, Sigma, Deisenhofen, Germany) dose-response exposure 48 h later (d 23). The control group (n = 8) received the same treatment schedule but was boosted and challenged with saline before MCh exposure. This protocol was chosen to maximize the difference between allergic and control groups. For the noninvasive measurement of pulmonary function separate groups of A. fumigatus-sensitized and control mice were used (n = 8 each group).
Noninvasive measurement of pulmonary function in conscious mice
Noninvasive respiratory function was assessed with a glass-made head-out body plethysmograph system for four mice as previously described [14, 17, 19]. Briefly, mice were placed in the body plethysmographs while the head of each animal protruded through a neck collar (9 mm ID, dental latex dam, Roeko, Langenau, Germany) into a ventilated head exposure chamber. Monitoring of respiratory function was started when animals and individual measurements settled down to a stable level. For airflow measurement, a calibrated pneumotachograph (capillary tube PTM 378/1.2, HSE-Harvard, March-Hugstetten, Germany) and a differential pressure transducer (Validyne DP 45-14, range ± 2 cm H2O, HSE-Harvard) coupled to an amplifier were attached to the top port of each plethysmograph. For each animal the amplified analog signal from the pressure transducer was digitized via an analog-to-digital converter (DT 302, Data Translation, Marlboro, MA). The pneumotachograph tidal flow signal was integrated with time to obtain tidal volume (VT). From these signals the parameters tidal midexpiratory flow (EF50), time of expiration (TE), tidal volume (VT) and respiratory rate (f) were calculated for each breath and were averaged in 5 s segments with a commercial software (HEM 3.4, Notocord, Paris, France).
During airway constriction the main changes in the tidal flow signal occur during the midexpiratory phase. We defined EF50 (ml/s) as the tidal flow at the midpoint (50 %) of expiratory tidal volume, and we used this as a measure of bronchoconstriction [12, 14, 17]. A reduction in EF50 of more than 1.5 Standard deviation (SD) of mean baseline value (which translates to a reduction of more than 20% versus baseline) is considered to indicate airway constriction. The degree of bronchoconstriction to inhalation challenge was determined from minimum values of EF50 and was expressed as percent changes from corresponding baseline values.
Invasive measurement of pulmonary function
AR was assessed as an increase in RL or decreases in Cdyn and EF50 in response to aerosolized A. fumigatus or MCh in anesthetized, spontaneously breathing mice as previously described in detail . Briefly, mice were anesthetized with intraperitoneal injections of metomidate (total dose: 38–60 mg/kg) and fentanyl (total dose: 0.02 – 0.06 mg/kg) with minimal supplementations as required. When an appropriate depth of anesthesia was achieved, mice were suspended by their upper incisors from a rubber band on a Plexiglas support. The trachea was transilluminated below the vocal cords by a halogen light source and a standard 20G × 32 mm Abbocath®-T cannula (Abbott, Sligo, Ireland) was gently inserted into the tracheal opening. The intubated, spontaneously breathing animal was then placed in supine position in a thermostat-controlled whole-body plethysmograph (type 871, HSE-Harvard, designed in cooperation with Fraunhofer ITEM). The orotracheal tube was directly attached to a pneumotachograph (capillary tube PTM T16375, HSE-Harvard) installed in the front part of the chamber. Tidal flow was determined by the pneumotachograph connected to a differential pressure transducer (Validyne DP 45-14, HSE-Harvard). To measure transpulmonary pressure (PTP) a water-filled PE-90 tubing was inserted into the esophagus to the level of the midthorax and coupled to a pressure transducer (model P75, HSE-Harvard). The amplified analog signals from the pressure transducers were digitized as described above for noninvasive measurements.
Pulmonary resistance (RL) and dynamic compliance (Cdyn) were calculated over a complete respiratory cycle using an integration method over flows, volumes and pressures as previously described [4, 20]. The resistance of the orotracheal tube (0.63 cm H2O·s·ml-1) was subtracted from all RL measurements. RL, Cdyn, EF50 together with other basic respiratory parameters were continuously recorded with a commercial software (HEM 3.4, Notocord). For easier comparison of trends among all variables, RL was expressed as pulmonary conductance GL (GL = 1/RL).
Respiratory parameters were averaged in 5 s segments and minimum GL, Cdyn and EF50 values were taken and expressed as percent changes from corresponding baseline values. After the measurements on day 21, mice were removed from the chamber and extubated as soon as they began recovering from anesthesia.
Administration of aerosols
After recording of baseline values, airway responsiveness (AR) to A. fumigatus 2 % or saline (control group) was determined in separate groups of conscious and intubated mice on day 21. On day 23, dose-response studies to aerosolized MCh were performed in the same mice.
For intubated mice, dried aerosols of A. fumigatus 2 % (inhaled dose: 8 μg) and MCh 5 % (inhaled doses: 0.05–2.5 μg) were generated by a computer-controlled, jet-driven aerosol generator system (Bronchy III, particle size 2.5 μm MMAD, Fraunhofer ITEM, licensed by Buxco, Troy, NY) as previously described (15, 21).
Conscious mice placed in the head-out body plethysmographs were exposed noninvasively to A. fumigatus (2 %, inhaled dose 32 μg) and MCh aerosols (0.5–3 %, cumulative inhaled doses: 3–14 μg) delivered by a Pari jet nebulizer as previously described [13, 14, 22]. In both systems, aerosol concentrations were determined by a gravimetrically calibrated photometer. The total inhalation doses of A. fumigatus and MCh were calculated based on the continuously measured aerosol concentrations and respiratory volume per min [4, 21]. The results of the bronchoconstrictor response to MCh were expressed as PD50 which is the dose of MCh required to reduce either GL, Cdyn or EF50 to 50 % of their respective baseline values and was calculated from the dose-response curves.
Exposure to oxygen
C57BL/6 mice were randomly assigned to two groups: The mice in the control group (n = 8 each) were kept in room air whereas the other group of 8 mice was exposed to 100 % oxygen for 48 h. Exposure to 100 % oxygen was performed in a sealed (25 L) Plexiglas chamber with a flow of 2 L/min as similarly described earlier . The CO2 level in the chamber was maintained at 1 % by using a CO2 absorber (Drägersorb 800 plus, Dräger, Lübeck, Germany). Food and water were provided ad libitum.
Bronchoalveolar lavage (BAL) cell counts
At the end of this protocol, total and differential cell counts from BAL samples using 2 × 0.8 ml aliquots of saline were determined as previously described (14), except that, recovery of BAL fluids was performed from the distal trachea in intubated animals.
Comparisons of baseline values between groups and intraindividual comparisons were analyzed by the Student's two-sided t-test, allergic responses of the group of allergic mice versus control mice were analyzed by one-sided t-test. P values < 0.05 were considered significant. Descriptive results were expressed as means ± SE unless indicated otherwise. Comparison of a new measurement technique with an established one is needed to see whether they agree sufficiently. A plot of the difference against the standard measurements will often appear to show a relation between difference and magnitude when there is none. A plot of the difference against the average of the standard and new measurements is unlikely to mislead in this way. Accordingly, the agreement between the invasive and noninvasive lung function methods was analyzed by the method of Bland and Altman . Graphically, the difference of each pair of measurement was plotted against their mean values. Agreement was expressed as the mean differences over all measurements and their corresponding 95% confidence intervals (95% CI). The limits of agreement were expressed as the mean differences ± 2 SD of the differences, together with their 95% confidence intervals (95% CI). Statistics was performed with SPSS 11.5.
Baseline values for respiratory parameters in conscious and anesthetized mice
Baseline values for respiratory parameters from allergic and control BALB/c mice
Control mice conscious
Allergic mice conscious
Control mice anesthetized
Allergic mice anesthetized
0.21 ± 0.05
0.19 ± 0.04
0.14 ± 0.02
0.13 ± 0.02
198 ± 41
220 ± 23
129 ± 20*
124 ± 29*
time of expiration
0.17 ± 0.06
0.14 ± 0.02
0.3 ± 0.04*
0.3 ± 0.05*
tidal midexpiratory flow
2.05 ± 0.89
2.26 ± 0.46
0.93 ± 0.14*
1.12 ± 0.43*
1.05 ± 0.36
1.29 ± 0.69
0.037 ± .007
0.030 ± .008
Comparison of invasive and noninvasive lung function measurements of EAR
Invasive recordings of EAR in allergic mice showed significant decreases in simultaneously measured GL, Cdyn, and EF50 compared with controls thus indicating an allergen-specific EAR to A. fumigatus. As shown in Figure 1, the most prominent alteration was shown for GL with a reduction by -62.1 ± 5.1 % (P < 0.001 vs. control) compared with a reduction by -48.8 ± 8.3 % in Cdyn (P < 0.001 vs. control), and a decrease by -34.5 ± 5.1 % in EF50 (P < 0.001 vs. control). The bronchoconstrictive response started within 7 ± 4 minutes (mean ± SD) after start of exposure and reached its maximum within 14 ± 3 min (mean ± SD). Figure 2 illustrates a characteristic time-response course of the EAR in an anesthetized, orotracheally intubated allergic mouse.
Bland-Altman analysis of the differences in GL, EF50 and Cdyn.
Mean ± SD
Upper limit (95% CI)
Lower limit (95% CI)
Mean ± SD
Upper limit (95% CI)
Lower limit (95% CI)
EF50 vs. GL
-27.6 ± 17.8
-0.7 ± 0.7
GL vs. Cdyn
13.3 ± 21.9
0 ± 0.2
EF50 vs. Cdyn
-14.3 ± 29.5
-0.7 ± 0.9
EF50 vs. GL
-2.4 ± 9.5
-2.9 ± 3.3
GL vs. Cdyn
-3.7 ± 10.4
17.2 (2.1 to 32.3)
1.4 ± 1.8
EF50 vs. Cdyn
-6.1 ± 9.1
-1.5 ± 3.5
Noninvasive measurements of pulmonary function in allergic mice also demonstrated a marked allergen-specific EAR as manifested by a significant decline by -44.6 ± 6.2 % in EF50 compared with that in control animals (P = 0.002, Fig. 1). The magnitude of the response was similar to the decline observed with invasively recorded EF50. Reduced EF50values were accompanied by decreased VT values and – in contrast to invasive measurements – by decreased f and increased TE values.
Invasive vs. noninvasive determination of cholinergic AHR
To further characterize the utility of noninvasive vs. noninvasive pulmonary function tests, AR to increasing doses of aerosolized MCh, was investigated 48 h after EAR recordings in the same animals. Baseline GL, Cdyn and EF50 values were not significantly different from initial baseline values.
Noninvasive determination of EF50 also showed that allergic mice were significantly more responsive to MCh, as indicated by significantly lower PD50 values for EF50 when compared with controls (P = 0.032) (Fig. 3).
Allergic airway inflammation
Cellular composition of BAL fluid
Control mice conscious
Allergic mice conscious
Control mice anesthetized
Allergic mice anesthetized
Eosinophils, × 104
7.9 ± 5.6*
13.4 ± 9.3*
Lymphocytes, × 104
3.2 ± 2.2*
0.5 ± 0.4
1.8 ± 1.6*
Neutrophils, × 104
1.3 ± 1
1.9 ± 1.3
2.7 ± 4.1
Macrophages, × 104
12.3 ± 3.3
13.7 ± 3.1
22 ± 9.2
16.7 ± 6.1
Impact of hyperoxia on EF50 measurements in C57BL/6 mice
Impact of hyperoxia over 48 h on invasively and noninvasively measured respiratory parameters
2.36 ± 0.12
0.13 ± 0.01
0.20 ± 0.01
251 ± 14
1.44 ± 0.27
0.017 ± 0.004
0.72 ± 0.15
1.01 ± 0.13
0.3 ± 0.03
0.11 ± 0.02
106 ± 9
2.30 ± 0.41
0.14 ± 0.02
0.20 ± 0.02
245 ± 41
1.27 ± 0.29
0.018 ± 0.007
0.85 ± 0.18
0.93 ± 0.15
0.32 ± 0.04
0.14 ± 0.02
99 ± 15
In the present study we have evaluated the sensitivity and reliability of repeatable noninvasive versus invasive pulmonary function tests to sequentially measure AR in response to specific allergen and cholinergic challenge in spontaneously breathing mice. Our results demonstrate that both systems reflect the allergen-specific early AR and cholinergic AHR of allergic compared with control mice.
The ability to manipulate the mouse genome has opened up new opportunities to develop mouse models of allergic asthma that demonstrate spontaneous or chronic disease . For a proper phenotyping of AR in experimental models it is crucial to monitor pulmonary function as reliably as possible. One way to achieve this is a novel in-vivo method that combines repetitive recordings of classical pulmonary mechanics with cholinergic aerosol challenges in orotracheally intubated mice . Despite being an accurate measurement of classical pulmonary function on multiple occasions, this invasive method does not readily allow for rapid screening of pulmonary function in large numbers of animals.
In contrast, noninvasive head-out body plethysmography has been shown to yield stable and reliable on-line measurements of AR in several conscious mice at a time and serves as a suitable and valid tool to complement the traditional measures of pulmonary mechanics [13, 14, 16, 22, 25]. Limitations of previous EF50 validation studies in mice particularly have included pleural catheterization with the inability to conduct reproducible measurements, the contribution of upper airway resistance and intravenous rather than aerosol challenge [14, 17]. These methodological shortcomings introduced variability into the results which made them difficult to compare with other invasive techniques .
The current report intended to overcome such problems in that GL, Cdyn and EF50 were measured simultaneously in intact mice including local aerosol challenges via an orotracheal tube. In parallel, noninvasive determinations of EF50 were performed in allergic and control mice. The noninvasive experiments relied on methodologies identical to those used in our previous mice studies to facilitate comparisons [14, 17, 22].
The values for respiratory parameters measured from both conscious and anesthetized BALB/c mice were reproducible and comparable with those reported previously for this strain (Table 1) [4, 14, 26]. The changes in respiratory patterns observed in anesthetized mice were associated with increased expiratory time, decreased f, and decreased EF50 values, events likely related to anesthetic effects on neural respiratory control. The independence of EF50 recordings from changes in frequency has been demonstrated in previous investigations [14, 15].
To examine the sensitivity of noninvasive and invasive indices of bronchoconstriction, we monitored allergen-specific EAR and, 48 h later, performed MCh dose-response studies in the same allergic animals compared with controls. Challenge with aerosolized A. fumigatus resulted in significant reductions in Cdyn, GL and in EF50 values in allergic mice compared with (sham-exposed) control animals. Demonstration of allergen-specific EAR in allergic mice was followed by cholinergic AHR that was linked with a pronounced influx of neutrophils and eosinophils in BAL fluid. Consistent with previous results, invasively recorded EF50 was slightly less sensitive in detecting the maximum degree of bronchoconstriction to A. fumigatus and MCh compared with GL and Cdyn recordings .
Agreement between invasively measured EF50, GL and Cdyn during EAR and cholinergic AHR was good, although there was increased variability at the time of EAR in allergic mice (Table 2). This variability may reflect different sensitivities of GL, EF50 and Cdyn to the airway and tissue components of total pulmonary resistance [3, 16]. Related to this issue, is a previous study indicating that mice with airway inflammation experience quite heterogeneous airway narrowing and airway closure during airway smooth muscle contraction .
Nevertheless, despite this variability, it is important to emphasize that the noninvasive measurement of EF50 still reflected the enhanced AR to A. fumigatus and MCh in allergic relative to control mice (Figs. 1, 3). Thus, although the calculated inhalation doses for A. fumigatus and MCh in conscious mice may be not as accurate as in intubated mice, the observed EF50 responses still reflect airway constriction. These findings indicate that EF50 can distinguish between different magnitudes of AR and reflects the changes with GL and Cdyn during bronchoconstriction at least under the conditions of this study. Moreover, the relation of the cholinergic EF50 response between allergic and control animals was similar for invasive and noninvasive measurements (Figure 3). The higher PD50 values for EF50 in conscious compared with intubated animals to MCh challenge can be explained by methodological issues. Administration of aerosols directly into the lungs via an orotracheal tube results in aerosol deposition mainly in the parenchyma. In conscious animals there will be substantial deposition in the nasal passages and upper airway, which should lead to the higher PD50 values observed. The AR, as measured noninvasively by EF50, may also be partly affected by altered upper airway resistance. However, because of the rapid onset and resolution of the response, it seems unlikely that edema or mucus hypersecretion in these upper airways was responsible for the increased AR.
In agreement with other investigations, decreases in EF50, as measured by noninvasive head-out body plethysmography, were linked with decreased frequency and VT values and increasing values for TE [12, 14, 15]. In contrast, no relevant impact on frequency and TE was found in anesthetized, intubated mice during bronchoconstriction.
Concerns with noninvasive EF50 recordings include the uncertainty about the exact degree and localization of bronchoconstriction as well as the potential contribution of upper airway resistance. Due to methodological differences, comparisons between invasive and noninvasive measures are of indirect, qualitative nature. A quantitative comparison, however, is directly available from the intraindividual differences between simultaneously measured EF50 and GL in unconscious mice. Because EF50 tends to underestimate the magnitude of bronchoconstriction (discussed below) it is still unclear whether this limits its use in detecting less marked changes in airway hyperresponsiveness than those induced in high-reponder models. As a result, EF50 measures should be confirmed with direct assessments of pulmonary resistance under these circumstances. Despite these methodological restrictions, the observed EF50 responses still reflected the enhanced AR to ACh and allergen under the conditions of this study.
In comparison with the widely used Penh method, EF50 differs substantially in several important ways: EF50 decreases with bronchoconstriction and in line with invasively measured lung resistance or conductance is linked with a decline in VT during bronchoconstriction [7, 28]. Even more importantly, EF50 has a physical meaning (ml/s), allows direct comparison from one animal to another and is closely related to airway resistance. Indeed, if it were possible to know the esophageal pressure in the conscious animals, one could calculate a precise lung resistance. If we assume that esophageal pressure does not change, then changes in the EF50 would be directly proportional to the lung resistance. However, in the anesthetized animals, we found that the esophageal pressure actually increased as the airways constricted, perhaps in response to the increased resistance and lower air flow. This suggests that the EF50 in conscious animals may underestimate the actual changes in lung resistance. Despite this quantitative limitation, the method seems far more representative of changes in resistance than other noninvasive methods, and the approach allows for direct quantitative comparisons from animal to animal. The commonly measured Penh has no theoretical linkage to lung resistance, and its usefulness was further weakened by recent reports, one of which showed that changes in Penh were no better than simply measuring TE to assess AR in common strains of laboratory mice . It is also known that a decline in noninvasively measured EF50 is associated with an increase in TE [12, 14]. However, it is important to note that conditions entirely unrelated to bronchoconstriction, such as sensory irritation, will also result in increasing TE values [12, 29].
Another report demonstrated that Penh was inadequate for characterization of pulmonary mechanics in the context of hyperoxia-induced changes in C57BL/6 mice . These authors pointed out that Penh may significantly overestimate the actual changes in lung resistance after 24 and 48 h of hyperoxia. Interestingly, increases in Penh were accompanied by decreased TE and rising VT and f. This contrasts with the above-mentioned observation of decreased VT during bronchoconstriction as observed with EF50 and invasive pulmonary function methods [4, 28]. Our study in C57BL/6 mice showed a consistent relationship between EF50 and lung resistance measurements in reponse to 48 h hyperoxia, thus indicating non-constricted airways. These data support the concept that EF50 more reliably reflects airway resistance than Penh, which is largely a function of respiratory timing.
In conclusion, this study investigated the utility of repetitive invasive vs. noninvasive techniques to determine AR to allergen and cholinergic challenge in intact, spontaneously breathing mice. We demonstrated allergen-specific EAR to A. fumigatus followed by cholinergic AHR in allergic mice compared with controls. Our results show that the noninvasive EF50 method is directly related to lung resistance, and is thus particularly appropriate for quick and repeatable phenotyping of airway function in large numbers of conscious mice.
We greatly thank Prof. H. Hecker, Biometrics of Hannover Medical School, for statistical support and Dr. C. Nassenstein, Fraunhofer ITEM, for excellent technical support.
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