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J Appl Physiol 89: 373-378, 2000;
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Vol. 89, Issue 1, 373-378, July 2000

SPECIAL COMMUNICATION
System of automated gas-exchange analysis for the investigation of metabolic processes

Saul Miodownik1, Vittoria Arslan Carlon2, Enrico Ferri2,3, Brian Burda1, and Jose A. Melendez2

Departments of 1 Medical Physics and 2 Anesthesiology and Critical Care Medicine, Memorial Sloan-Kettering Cancer Center, New York, New York 10021; and 3 Department of Anesthesiology and Intensive Care, University of Ferrara, Ferrara, Italy 44100


    ABSTRACT
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Conventional gas-exchange instruments are confined to the measurement of O2 consumption (VO2) and CO2 production (VCO2) and are subject to a variety of errors. This handicaps the performance of these devices at inspired O2 fraction (FIO2) > 0.40 and limits their applicability to indirect calorimetry only. We describe a device based on the automation of the Douglas bag technique that is capable of making continuous gas-exchange measurements of multiple species over a broad range of experimental conditions. This system is validated by using a quantitative methanol-burning lung model modified to provide reproducible 13CO2 production. The average error for VO2 and VCO2 over the FIO2 range of 0.21-0.8. is 2.4 and 0.8%, respectively. The instrument is capable of determining the differential atom% volume of known references of 13CO2 to within 3.4%. This device reduces the sources of error that thwart other instruments at FIO2 > 0.40 and demonstrates the capacity to explore other expressions of metabolic activity in exhaled gases related to the excretion of 13CO2.

oxygen consumption; carbon dioxide production; 13CO2; metabolic cart; indirect calorimetry; expired gas analysis; mass spectrometer; Douglas bag


    INTRODUCTION
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

QUANTITATIVE GAS-EXCHANGE analysis remains one of the more difficult and challenging physiological measurements. Conventional instrumentation is confined to the measurements of oxygen consumption (VO2) and carbon dioxide production (VCO2) and performs poorly in high-oxygen environments (2, 5, 6, 9, 13, 16, 19). These limitations restrict its applicability. Additionally, indirect calorimetry only reveals a small part of the metabolic process. Some advances in the study of metabolism necessitate the ability to quantify other expired gases (i.e., 13CO2) to explore pathways in organ function (8, 10, 14, 15, 17).

Cumbersome and generally limited to its comparison with other techniques, the Douglas bag technique has demonstrated the potential for greater accuracy than conventional systems and offers the opportunity to study the entire expired gas volume of innumerable species (3, 4, 12). We sought to devise an instrument capable of 1) improving the accuracy of conventional gas-exchange measurements over a broader range of clinical conditions, 2) providing the flexibility to study other aspects of metabolism related to the measurement of 13CO2, and 3) using Douglas bag methodology to provide a system of automated gas-exchange analysis (SAGE).


    MATERIALS AND METHODS
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

Two 60-liter vinyl nondiffusing gas-collection bags (no. 22619, Warren E. Collins, Braintree, MA) are suspended from a valve manifold and mounted within a 66 cm × 66 cm × 108 cm (width × depth × height) movable enclosure (Fig. 1). The gas-collection bags are modified with the addition of four gas ports near the corners of each bag. A pump (model VP0660, Medo USA, Hanover Park, IL) with a nominal flow rate of 25 l/min is used in conjunction with each Douglas bag's supplemental ports to implement the recirculation manifold (Fig. 2). This manifold mixes gases within 11 s, ensuring concentration uniformity throughout the bag before mass spectrometer sampling. To prevent condensation, the enclosure is heated to ~41°C. Circulation fans ensure uniform temperature distribution inside the enclosure. The gas-collection manifold is formed from 25-mm-ID polyvinyl chloride plumbing stock and associated fittings (elbows, T fittings, threaded adaptors). Large-bore (25-mm) solenoid valves (model NGB7B, Alcan Valves, Itasca, IL), labeled V1-V5, direct collected gas into the bags or to an evacuation fan. Valve V2 acts as a bypass valve, venting the subject's exhalation to room air when there is no collection activity. A quadrupole mass spectrometer (RAMS-200, Marquette Medical Systems, Milwaukee, WI) programmed to measure O2, N2, 12CO2, 13CO2, Ar, and SF6 is used for gas analysis. It is configured to discriminate between atomic mass units 44 (12CO2) and 45 (13CO2) with sufficient resolution and sensitivity to perform ratio measurements. Small valves, V9-V11 (Clippard EVO-3, Cincinnati, OH) route gas samples to the mass spectrometer from either the inspired gas or the Douglas bag contents. The gas is analyzed for 4 s, providing the average of 200 measurements for use by the system's equations (see Table 1). This device is portable and requires only 15 min of warm-up time to achieve its specified accuracy. Physical measurements, analog-to-digital conversions, valve actuation and sequencing, and communications with the RAMS-200 mass spectrometer are under control of a printer port computer interface (LPTek, Westbury, NY) and a standard personal computer.


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Fig. 1.   Schematic of system of automatic gas-exchange (SAGE). V1, V3, V4, and V5 are valves in the path of collected gas; V2 is the bypass valve; V6-V8 are SF6 manifold valves; V9 and V10 are mass spectrometer sampling line valves; V11 is inspired gas sample line; V12 and V13 are mixing manifold valves. V and P denote vacuum and pressure sides of recirculation pump, respectively. T1, T2, and T3 are thermistors; mass spec, mass spectrometer; vac fan, evacuation fan; SF6, sulfur hexafluoride.



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Fig. 2.   Schematic of convection manifold. Rapid mixing is achieved by recirculating the collected gas with high-output pumps. The pump can also be used to aide in bag evacuation (exhaust). There is one system for each collection bag. Table 2 outlines the error and precision against predicted measurements made with either the Deltatrac, MediGraphic, or the SAGE using the methanol-burning lung of Miodownik et al. (7).


                              
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Table 1.   Appendix: Systems equations for SAGE

An indicator-dilution gas system employing sulfur hexafluoride (SF6) is used to determine the volume of gases collected in each bag. SF6 (99.96%), from a supply tank located in the enclosure, pressurizes a steel dosing tank of known volume (1,590 ml) via valve V8. The dosing tank is packed with copper wool to ensure rapid temperature equilibration. An absolute pressure transducer (142PC30A, Honeywell Microswitch Div., Freeport, IL) is used to determine the dosing tank pressure. During operation, the dosing tank is pressurized to ~1.5 atm as measured by the absolute pressure transducer. Valve V6 or V7 routes the pressurized SF6 to either bag 1 or bag 2 via a centrally located port. By measuring the absolute ambient and tank pressures, and the tank and Douglas bag temperatures, it is possible to deliver a highly accurate volume of SF6 into the Douglas bags. A typical SF6 dose volume is ~750 ml. Cylinders containing 4.5 kg of SF6, which liquefies at >2,068 kPa, provide sufficient indicator gas for ~900 measurements. The dilution of SF6 in the Douglas bag is measured after dosing and again after collection to calculate the residual and total volumes, respectively.

The functional operations of the system are priming, evacuation, dosing, gas collection, analysis, and evacuation. These are interleaved between the two Douglas bags to permit continuous gas-exchange measurement. The total time required to perform one cycle of all functions is ~115 s/bag. The system is, therefore, programmed for a nominal 2-min collection interval with gas volumes reported in milliliters per minute. Under software control, alterations of the collection intervals can be made. The interconnection between the instrument and the subject consists of a face mask or a mouthpiece and nose clip and a set of nonrebreathing valves coupled to the front panel connector with a length of ventilator or pulmonary function tubing. A continuous flow hood could also be used. The exhalation port of a mechanical ventilator can be accessed to provide expired gas for collection.

Validation

Part 1. The system was validated by using a modified version of the quantitative funnel burner lung model of Miodownik et al. (7). The modification substituted a water jacket for the open pool of water used for cooling. This validation technique is rigorous and generates precise, adjustable VO2 and VCO2 while simultaneously producing saturated water vapor gas. Consequently, it closely reflects the clinical environment encountered during measurement on spontaneously breathing and mechanically ventilated patients. In addition, the accuracy and precision of the SAGE total volume accumulation measurement between 7 and 25 liters were tested by using standard water displacement.

Tanked gas with inspired O2 fraction (FIO2) of 0.21, 0.40, 0.60, and 0.80 was used to ventilate the lung model at flows of 10 l/min. A nominal methanol flow of 20 ml/h provided a calculated VO2 rate of 277 ml/min with a corresponding VCO2 (12CO2 + 13CO2) of 185 ml/min (respiratory quotient = 0.667). The actual fuel infusion rate was determined gravimetrically, and the measured rate was translated into the expected VO2 and VCO2 and shown in Table 2. The measured methanol infusion rate was 20.23 ml/h resulting in VO2 and VCO2 equal to 280 and 186 ml/min, respectively. Twenty-six measurements were done at each FIO2.

                              
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Table 2.   Comparison of error and precision among three metabolic monitors

Part 2. The accuracy of the SAGE was compared with that of the SensorMedics Deltatrac (Yorba Linda, CA) and the MedGraphics CPX (St. Paul, MN) gas-exchange instruments. These devices are representative of mixing-box and breath-by-breath techniques, respectively. Following manufacturer-specified calibration, these instrument were subjected to the validation protocol outlined in Part 1.

Part 3. The validation technique was expanded to test the ability of the SAGE to quantify small differences in 13CO2 concentration in volumes of gas collected over time. This process simulated the collection of 13CO2-enriched gas that results from the metabolism of 13C-enriched hydrocarbons. The abundance ratios of 13C to 12C (13C/12C; 1.0581 atom%) in both the batch of methanol burned and a tank of 100% CO2 (1.10532 atom%) were verified by mass ratio spectrometry (Metabolic Solutions, Nashua, NH) and provided, respectively, reference and measurement values for the simultaneous validation of 13CO2 production and 13C/12C enrichment. Methanol infused at 20 ml/h was burned for 2 h in the validation lung model to establish a baseline 13CO2 production. The lung model was ventilated at a nominal 10 l/min with room air. After this baseline collection, the flame was extinguished, and the tanked CO2 (abundance ratios of 13C/12C 1.0581 atom%) was introduced into the outlet of the lung model at a comparable rate (~185 ml/min) and collected by the SAGE for 2 h. The atom% difference between the 13CO2 produced by burning methanol and the 13CO2 of the tank provided a predetermined enrichment level. This was calculated to produce ~6 ml of enriched 13CO2 over the collection interval. This quantity of enriched 13CO2 is comparable to the expected recovery observed in 13C-labeled studies (14).

Statistics

The error (%) was defined as the difference between the actual measurement and the reference divided by the reference. The precision is the reproducibility of a measurement and is the SD expressed as percentage of the observed mean of VO2 and VCO2 (19). Table 2 lists results as error with parenthetical precision values. Comparison of the error and the precision between instruments was performed by using ANOVA for repeated measures; t-tests were performed when necessary.

The atom% difference between the two sources of 13CO2 was evaluated by t-test. The results were expressed as means ± SD. The difference between the 13CO2 atom% in tanked gas at each time collection and the mean of the 13CO2 atom% of the reference methanol burn was calculated to generate a 13CO2 enrichment volume for each bag collection of tank gas. The 2-h collection was calculated as the sum of 13CO2 enrichment volume collected over 2 h. This value was compared with the calculated control from the known standard volumes and atom% of the test gas mixtures.


    RESULTS
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

The results of VO2 and VCO2 at each set of experimental conditions for the SAGE, the SensorMedics Deltatrac, and the MedGraphics CPX are shown in Table 2. All data are expressed as mean error% with precision given in parentheses. The SAGE measured expired gas volume with a mean error of 1.1% (0.9%). The average VO2 error of the SAGE over FIO2 of 0.21-0.80 was -2.4% (3.7). The average VCO2 error over this range was 0.8% (1.5). The SAGE VO2 error% was significantly lower than the other units at FIO2 > 0.40. The SensorMedics Deltatrac average VO2 and VCO2 error was 11.4% (3.7) and 2.1% (0.9), respectively, over the range of FIO2 studied. The MedGraphics CPX average VO2 and VCO2 error was 2.6% (4.5) and 1.7% (2.7), respectively, over a narrower FIO2 range. The CPX was not tested at FIO2 > 0.60 because of manufacturer assertion of lack of accuracy at that range. The Deltatrac and the CPX devices both exhibited increasing VO2 errors as FIO2 was elevated. There was no difference in VCO2 accuracy between instruments. VCO2 readings for all devices were largely unaffected by FIO2.

The 13CO2/12CO2 atom% measurements for the burning methanol and for the tanked CO2, respectively, were 9.6 × 10-3 ± 2.0 × 10-4 and 1.0 × 10-2 ± 1.7 × 10-4. The differential atom% between the two 13CO2 gases was measured at 4.8 × 10-4 with an error of +4.2% compared with the expected differential. The 2-h collection of 13CO2 enrichment volume was 6.4 ml with an error of +3.4% compared with the predicted 2-h collection.


    DISCUSSION
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

As an indirect calorimeter, the average VO2 error of the SAGE was significantly less than the respective error for the Deltatrac and the CPX at FIO2 > 0.40. At lower FIO2, all three systems exhibited errors that were not significantly different from each other. The measurement of a varying gas flow is difficult and prone to multiple sources of error. The increasing inaccuracy of the Deltatrac and the CPX can be traced to the limitations of their flow-measuring devices. Because there is no correction of pneumotachometer flow signal for FIO2, temperature, and CO2 concentration, it is important to calibrate the instrument under conditions close to those prevailing during testing. Both instruments are initially and only calibrated at room air without correction for ventilation of gases at higher FIO2. The expired volume of water vapor must also be carefully accounted for (22). Additional sources of error include the measurement of dynamically changing gas concentrations and their proper alignment with the flow signal over an acceptable frequency response range. Some of these systems can yield VO2 errors approaching 50-100 ml/min at elevated FIO2 (1, 18).

The literature continues to compare the accuracy of modern gas-exchange techniques to the Douglas bag method (2-6, 9, 12, 13, 16, 19). The gas-collection bag contains the true mixed expired volume of gas expressed during the collection interval, independent of the flow pattern of the gas entering the bag, its collection site, or the activity of the subject. This is a major and obvious advantage noted by Douglas (4). The major factors that have made this technique cumbersome are ensuring thorough mixture of collected gas, determining the volume collected, withdrawing gas samples for analysis, and emptying the bags in preparation for their next use. To determine volume, the Douglas bag is often displaced into a spirometer (e.g., Tissot or gas meter) with corrections made for water vapor content (20). The literature refers to some of the problems in managing leaks, contamination with unwanted gases during bag manipulation, and other measurement errors during hyperoxic states (3). These functions have, traditionally, been done by hand. Although multiple bags can be collected and labeled for subsequent analysis, continuous measurement is unrealistic.

Our implementation of the SAGE addresses a number of the error sources associated with conventional gas exchange techniques and with manual Douglas bag methods. They are avoided by employing the two-bag automated collection system shown schematically in Fig. 1. By automatically interleaving, filling, analyzing, and emptying the Douglas bags contained within our instrument, a virtual infinite set of empty bags is made available, thus allowing continuous gas exchange measurement. The gas circulation system for each bag described in MATERIALS AND METHODS ensures rapid gas concentration equilibration before gas measurement. The SF6 indicator gas dilution permits automation of the volumetric measurement and eliminates the need for the error-prone measurement of flow to determine volume. In the context of a 2-min collection cycle, SAGE measurements are performed on static volumes having stable gas concentrations at each stage of the collection process, allowing accurate gas concentration measurements. Advantage can be taken of this static situation to significantly reduce errors by averaging several hundred individual physical determinations.

The mass spectrometer automatically normalizes the sum of all of the gas species selected for measurement to 1.00. Since water vapor is not selected as a measured gas, its volume is disregarded as a component of normalization. Consequently, when the SF6 indicator is diluted to determine bag volume, the component representing water vapor is conveniently ignored. Through automation, opportunities for leaks and contamination are minimized, and human error is eliminated. Our results indicate that the SAGE VO2 error increases to 5.8% at an FIO2 of 0.8. This is a result of the N2 concentration measurement accuracy required by the Haldane transformation as the FIO2 is increased and the accuracy limitation of the RAMS-200 mass spectrometer (21). However, the SAGE is not particularly limited or intimately tied to the RAMS-200 mass spectrometer. Indeed, we fully anticipate making use of advances in mass spectrometry and gas analysis instrumentation as they become available. The indicator dosing system is not constrained to SF6 gas. The instrument is usable with virtually any indicator gas that is accurately determined by the gas measuring system.

The SAGE is restricted by the maximum gas volume that can accumulate during the collection interval (~60 liters). Although this system cannot respond to instantaneous changes in gas exchange, the 2-min cycle time for each bag collection is still short enough to allow observation of many dynamic events. This is comparable to the operation of both mixing-box and breath-by-breath instruments. The large volume associated with mixing chambers, i.e., Deltatrac, can reduce the resolution of the minute-by-minute measurements and yield substantially slower moving averages (1). Some breath-by-breath instruments, i.e., CPX, provide a moving average of eight or more breaths, obscuring instantaneous changes.

Having a true mixed expirate permits the expansion of metabolic gas exchange to include species other than O2 and CO2. It offers the intriguing possibility of investigating aspects of metabolism via gas exchange in addition to via indirect calorimetry. The 13CO2 validation test demonstrates the ability of the SAGE to measure the 13CO2 component of CO2 with sufficient accuracy to identify changes in the 13C/12C enrichment ratio and the excreted volume of enriched 13CO2. The ability to discriminate between small differences in atom% of 13CO2 allows the determination of enrichment volume. This system permits analysis of expressions of metabolic activity that are traceable to the conversion of 13C-labeled substrate to 13CO2 such as gastrointestinal absorption; fat, carbohydrate, and protein metabolism; and liver function (8, 10, 14, 15, 17). After administration of the labeled metabolite, the excretion of expired 13CO2 is quantitated by collecting numerous aliquots for later gas study. This process, time consuming and fraught with errors, marginally approximates the excretion curve. Conventional 13C-labeled breath tests often approximate subjects' CO2 production on the basis of either body weight (9 mmol · kg-1 · h-1) or body surface area (5 mmol · m-2 · min-1). Such crude estimates of VCO2 are a significant source of calculation error (14). The aliquot system is costly and time consuming, and it fails to provide a complete portrait of excretion. Without the assumptions inherent in the conventional sampled-aliquot technique, the SAGE can offer a more accurate and inexpensive alternative for 13CO2-substrate breath tests. This application could provide sequential collections of exhaled gas in a quantitative time course.

In conclusion, we have developed a new automated gas-exchange measurement instrument based on the Douglas bag method. The SAGE can reduce errors at high FIO2. We have demonstrated the ability to quantify small volumes of enriched 13CO2. The ability to perform continuous, unattended, quantitative analysis of expired gas could permit the study of the dynamics of metabolism over a multitude of conditions within a markedly reduced time frame.


    FOOTNOTES

Address for reprint requests and other correspondence: J. A. Melendez, Dept. of Anesthesiology and Critical Care Medicine, Memorial Sloan-Kettering Cancer Center, 1275 York Ave., New York, NY 10021 (E-mail: melendej{at}mskcc.org).

The costs of publication of this article were defrayed in part by the payment of page charges. The article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. §1734 solely to indicate this fact.

Received 9 October 1998; accepted in final form 17 March 2000.


    REFERENCES
TOP
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
REFERENCES

1.   Barnard, JP, and Sleigh JW. Breath-by-breath analysis of oxygen uptake using the Datex Ultima. Br J Anaesth 74: 155-158, 1995[Abstract/Free Full Text].

2.   Beatty, PC, Beech MJ, and Healy TE. Measurement of breath-by-breath gas exchange during general anaesthesia. Br J Anaesth 71: 194-200, 1993[Abstract/Free Full Text].

3.   Bredbacka, S, Kawachi S, Norlander O, and Kirk B. Gas exchange during ventilator treatment: a validation of a computerized technique and its comparison with the Douglas bag method. Acta Anaesthesiol Scand 28: 462-468, 1984[Web of Science][Medline].

4.   Douglas, CG. A method for determining the total respiratory exchange in man. J Physiol (Lond) 42: 17-18, 1911.

5.   Henderson, AM, Mosse CA, Forrester PC, Halsall D, and Armstrong RF. A system for the continuous measurement of oxygen uptake and carbon dioxide output in artificially ventilated patients. Br J Anaesth 55: 791-800, 1983[Abstract/Free Full Text].

6.   Kawakami, Y, Nozaki D, Matsuo A, and Fukunaga T. Reliability of measurement of oxygen uptake by a portable telemetric system. Eur J Appl Physiol 65: 409-414, 1992.

7.   Miodownik, S, Melendez J, Carlon VA, and Burda B. Quantitative methanol-burning lung model for validating gas-exchange measurements over wide ranges of FIO2. J Appl Physiol 84: 2177-2182, 1998[Abstract/Free Full Text].

8.   Mion, F, Queneau PE, Rousseau M, Brazier JL, Paliard P, and Minaire Y. Aminopyrine breath test: development of a 13C-breath test for quantitative assessment of liver function in humans. Hepatogastroenterology 42: 931-938, 1995[Medline].

9.   Nemoto, T, and Togawa T. An instrument for the long-term continuous measurement of oxygen uptake. Front Med Biol Eng 1: 99-106, 1989[Medline].

10.   Opekun, ARJ, Klein PD, and Graham DY. [13C]aminopyrine breath test detects altered liver metabolism caused by low-dose oral contraceptives. Dig Dis Sci 40: 2417-2422, 1995[Web of Science][Medline].

12.   Raurich, JM, Ibanez J, and Marse P. Validation of a new closed circuit indirect calorimetry method compared with the open Douglas bag method. Intensive Care Med 15: 274-278, 1989[Web of Science][Medline].

13.   Reybrouck, T, Deroost F, and Van der Hauwaert LG. Evaluation of breath-by-breath measurement of respiratory gas exchange in pediatric exercise testing. Chest 102: 147-152, 1992[Abstract/Free Full Text].

14.   Schneider, JF, Schoeller DA, Nemchausky B, Boyer JL, and Klein PD. Validation of 13CO2 breath analysis as a measurement of demethylation of stable isotope labeled aminopyrine in man. Clin Chim Acta 84: 153-162, 1978[Web of Science][Medline].

15.   Solomons, NW, Schoeller DA, Wagonfeld JB, Ott D, Rosenberg IH, and Klein PD. Application of a stable isotope (13C)-labeled glycocholate breath test to diagnosis of bacterial overgrowth and ileal dysfunction. J Lab Clin Med 90: 431-439, 1977[Web of Science][Medline].

16.   Tissot, S, Delafosse B, Bertrand O, Bouffard Y, Viale JP, and Annat G. Clinical validation of the Deltatrac monitoring system in mechanically ventilated patients. Intensive Care Med 21: 149-153, 1995[Web of Science][Medline].

17.   Watkins, JB, Schoeller DA, Klein PD, Ott DG, Newcomer AD, and Hofmann AF. 13C-trioctanoin: a nonradioactive breath test to detect fat malabsorption. J Lab Clin Med 90: 422-430, 1977[Web of Science][Medline].

18.   Weissman, C, Sardar A, and Kemper M. An in vitro evaluation of an instrument designed to measure oxygen consumption and carbon dioxide production during mechanical ventilation. Crit Care Med 22: 1995-200, 1994[Web of Science][Medline].

19.   Wells, JC, and Fuller NJ. Precision and accuracy in a metabolic monitor for indirect calorimetry. Eur J Clin Nutr 52: 536-540, 1998[Web of Science][Medline].

20.   Wenzel, C, Golka K, Klimmer F, Rutenfranz J, and Wenzel HG. Volume calibration of various gasmeters using a modified Tissot spirometer. Eur J Appl Physiol 61: 380-385, 1990.

21.   Wilmore, JH, and Costill DL. Adequacy of the Haldane transformation in the computation of exercise VO2 in man. J Appl Physiol 35: 85-89, 1973[Free Full Text].

22.   Yeh, MP, Adams TD, Gardner RM, and Yanowitz FG. Turbine flowmeter vs. Fleisch pneumotachometer: a comparative study for exercise testing. J Appl Physiol 63: 1289-1295, 1987[Abstract/Free Full Text].


J APPL PHYSIOL 89(1):373-378
8570-7587/00 $5.00 Copyright © 2000 the American Physiological Society




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