ABSTRACT
Standard rates of oxygen consumption and CO2 production
were measured by constant-volume respirometry in the formicine ant, Camponotus vicinus Mayr, at temperatures ranging from 10 to 40°C. Over this range, the Q10 with regard to
was 1·79, and with regard to
, 1·84. Multiple regression equations relating
and
of inactive ants to mass (0·016–0·088 g) and temperature were calculated. Periodic CO2 emissions (‘bursts’) were monitored with flow-through respirometry. Burst frequency increased exponentially with temperature (Q10 = 3·05), from 8·14h−1 at 15°C to 81·4h−1 at 35°C, and was not significantly correlated with body mass over the mass range (0·041–0·086g) investigated. Burst volume, which could be accurately measured in one ant, decreased with temperature (Q10= 0·61), thus yielding the observed
Q10 of 1·84.
INTRODUCTION
The dynamics of external gas exchange in insects has important implications in the measurement of insect metabolic rates; it also provides insights into the functioning of a respiratory system that is complex, efficient, and unique to insects and a few other arthropods. One of the most striking aspects of external gas exchange in insects is its discontinuous, or intermittent, nature. Reports of periodic emissions, or bursts, of CO2 from large insects have been present in the literature for many years (Schneiderman, 1953; Punt, Parser & Kuchlein, 1957; Hamilton, 1964), and such reports have now become commonplace (see reviews by Miller, 1981; Kaars, 1981). In addition, O2 uptake is intermittent (Punt et al. 1957; Bartholomew, Lighton & Louw, 1984; Bartholomew & Lighton, 1985; Lighton, 1987). The early observations were incorporated, in the course of investigations of moth pupae (Schneiderman, 1960; Levy & Schneiderman, 1966c), into the passive suction ventilation or PSV model of insect ventilation.
The PSV model is widely accepted. Briefly, it states that the insect ventilation cycle (from one CO2 burst to the next) falls into three stages. Immediately after the CO2 burst, the insect closes its spiracles (‘closed phase’), and very little external gas exchange takes place. Then, as O2 is consumed and CO2 accumulates in the haemolymph, the endotracheal of the insect begins to fall, causing a negative endotracheal pressure to develop. The low endotracheal
finally causes the spiracles to open slightly on an intermittent basis, allowing a slow ingress of O2, but little egress of CO2 (‘flutter phase’). The low egress of CO2 during the flutter phase is largely caused by the negative endotracheal pressure. Finally, triggered by rising
, the spiracles open completely and the accumulated CO2 escapes rapidly by diffusion, augmented in large insects by abdominal pumping (‘open phase’). In general, the model accords reasonably with observation and with predictions derived from it (see, for example, Brockway & Schneiderman, 1967; Crozier, 1979; Snyder, Ungerman & Breed, 1980; Edwards & Miller, 1986; Lighton, 1987).
Most studies of intermittent external gas exchange in insects have concentrated on large insects (>0·5g body mass). These can be studied conveniently by electromyography, and do not require particularly sensitive gas analysis. The gas exchange patterns of small insects are therefore little known. Some indirect evidence suggests that PSV phenomena do occur in small insects. For example, intermittent spiracle opening has been reported in mosquitoes (Krafsur & Graham, 1970), small flies (Case, 1956) and fleas (Wigglesworth, 1953), and abdominal pumping has been observed in small phorid flies (Miller, 1979). However, none of these insects was studied in terms of gas exchange. The extent to which continuous diffusion through open spiracles may in practice replace or alternate with PSV in small insects, owing to their small size, has not been determined. A knowledge of the patterns of gas exchange in small insects is not only of intrinsic comparative interest, it is also required if their metabolic rates are to be measured appropriately. As many small insects, such as ants, are of considerable ecological importance, the lack of data in this area is unfortunate.
I report here the first measurements of discontinuous CO2 emission patterns in individual ants, Camponotus vicinus (hymenoptera: formicidae), mean body mass 0·056 g, together with an analysis of the relationship between discontinuous CO2 emission, metabolic rate and temperature in that species.
MATERIALS AND METHODS
Animals
Subcolonies (approx. 150 ants) of Camponotus vicinus were collected in July and August 1986 from dead oak trees on the James Reserve of the University of California, at an elevation of 1640 m in the San Jacinto mountains in southern California. Their chief food source is honeydew, supplemented by opportunistic scavenging (R. Snelling, personal communication). The subcolonies were housed in 2–1 glass jars, half-filled with detritus collected from dead oak stumps, and kept in an air-conditioned laboratory at an ambient temperature of 23 ± 2°C. Food and water in the form of a 20% w/v solution of sucrose in water was always available. Measurements on ants were made within 2 weeks of capture.
Respirometry
Standard O2 consumption rates , standard CO2 production rates
and respiratory quotients (RQ) of inactive ants were measured using a modification of a constant volume technique described by Lighton, Bartholomew & Feener (1987). Eight 20ml syringes equipped with three-way valves were prepared by drilling a 2 mm diameter hole through each syringe barrel approximately 15 mm from the open end. Eight ants were weighed individually to 0·1 mg, and each ant was introduced into a syringe. Rubber-tipped plungers were inserted about 5 mm into the syringes so that the ants could not escape, but air could still flow through the 2 mm holes. Each syringe was flushed with outdoor air through its three-way valve at a rate of 100 ml min−1.
The syringes were placed in a computer-controlled temperature cabinet that was initially set to 10°C for 90 min. At the end of this period the syringe plungers were inserted to the 20 ml calibration marks, thus occluding the 2 mm holes, and the three way valves were closed. After an interval (typically 0·5–2 h, depending on the temperature), 17 ml of the air inside each syringe was transferred to sample syringes, and outside air was pumped through the syringes again. The and
of the ants were determined from the O2 and CO2 concentration in the air samples. An Anarad AR-50 CO2 analyser and an Applied Electrochemistry S-3A O2 analyser measured gas concentrations in conjunction with a computerized data acquisition system (Lighton, 1985). Similar measurements of
and
were made at 2–5 °C increments from 10 to 40°C. The ants were allowed to equilibrate at each temperature for 45 min, and were visually monitored frequently before and during measurements. Data from ants that moved vigorously or tried to escape were not used. Temperatures throughout this study were measured with 24-gauge copper-constantan thermocouples attached to Bailey Bat-12 thermocouple thermometers or AD595 thermocouple preamplifier chips. Both were calibrated to 0·1 °C against a mercury thermometer traceable to the US Bureau of Standards. All values of
and
were converted to STP.
The frequency of CO2 emission was monitored in real time with a computerized flow-through respirometry system. The CO2 analyser (Anarad AR-50, range 0–0·05% CO2) yielded a resolution of 0·0001% when utilized with computerized noise reduction techniques (Lighton, 1985). To minimize dead space in the flowthrough respirometry system, a 2 ml glass syringe barrel was employed as the respirometer chamber (Fig. 1). An ant was weighed to 0·1 mg, placed in the barrel, and a rubber plunger perforated by a hole 1 mm in diameter was inserted to the 1 ml calibration mark. Outdoor air was pumped at 100 ml min−1 through a H2O scrubber and into the open end of the syringe barrel. This outdoor air, the CO2 concentration of which remained constant at approximately 0·03 %, constituted the baseline of the system. Air was pulled at 50 ml min−1 from the respirometer chamber through a small H2O scrubber, then through the CO2 analyser. Flow rates were measured with Brooks or Gilmont rotameters calibrated against a computerized bubble flowmeter (Bartholomew & Lighton, 1986). The temperature of the cabinet containing the respirometer system was controlled by computer (see below).
Block diagram of the flowthrough respirometry system (not to scale). Double lines denote gas tubing; single lines denote electrical connections. Arrows denote direction of air flow (tubing) or direction relative to the computer (electrical connections). A box enclosing a flow rate denotes a combination of pump and flowmeter adjusted to give the indicated flow rate. —H2O denotes a Drierite water scrubber. A, ant; C, computer; CO2, CO2 analyser; CTC, constant temperature cabinet; D, NIR detector; DS, disc storage; E, NIR emitter; HRC, heating and refrigeration control; L, Lucite support; M, pressure reduction manifold; O, source of outside air; S, syringe; T, thermal equilibration coil; TC, thermocouple.
Block diagram of the flowthrough respirometry system (not to scale). Double lines denote gas tubing; single lines denote electrical connections. Arrows denote direction of air flow (tubing) or direction relative to the computer (electrical connections). A box enclosing a flow rate denotes a combination of pump and flowmeter adjusted to give the indicated flow rate. —H2O denotes a Drierite water scrubber. A, ant; C, computer; CO2, CO2 analyser; CTC, constant temperature cabinet; D, NIR detector; DS, disc storage; E, NIR emitter; HRC, heating and refrigeration control; L, Lucite support; M, pressure reduction manifold; O, source of outside air; S, syringe; T, thermal equilibration coil; TC, thermocouple.
Because the CO2 emission patterns of inactive ants were susceptible to disturbance by activity (see Results), a method of monitoring ant movement was necessary. Specular near-infrared (NIR) reflection, utilizing NIR radiation from a light emitting diode driven at 10 mW and detected by an NIR photodarlington transistor at an angle of 45° to the source, gave good results. The source and detector were positioned about 6 mm from the ant, outside the respirometer syringe, supported in a Lucite housing (Fig. 1). Movements of the ant that were barely visible to the naked eye resulted in large fluctuations in the output of the detector. Lack of movement corresponded to a fixed output at a level determined by the precise orientation of the ant relative to the NIR source and detector. As information on ant movement was confined to changes in detector output, the squared first derivative of the detector output was employed as an operational index of ant activity.
CO2 concentration, ambient temperature and ant activity were monitored by a computer at 2·5 s intervals and stored on floppy disks at the end of each recording. Data were also graphed in real time on the computer monitor. Each recording (typical duration; 26min) consisted of 640 data points on each of three channels. Between and during recordings, the computer controlled the temperature of the cabinet containing the respirometer chamber to within 0·5 °C of a programmed setpoint. Recordings commenced after 90 min equilibration at 15 °C. At the end of each subsequent recording, the setpoint was ramped upwards by 5 °C over a period of about 30 min, and the ant was equilibrated at the new temperature for a further 45 min before a new recording took place. After a recording at 35 °C, the ramping direction was reversed until 15°C was reached, after which the temperature was ramped upwards again. A typical series of recordings of an individual ant consisted of 2–4 complete temperature cycles.
During analysis, each set of recordings was inspected for ant movement. Data from recordings during which the ant was active were not used. A peak-finding algorithm located each CO2 emission peak (burst) and measured its height relative to the inter-burst sections, yielding the mean inter-burst period (in s) and the mean burst amplitude (in percent CO2). The mean temperature over the same period, which was always within 0·5°C and usually within 0·05°C of the setpoint, was also calculated.
To yield adequate temporal resolution of the CO2 emission bursts, a comparatively high rate of air flow past the ant was required. This flow rate necessarily reduced the amplitude of the bursts, typically to approximately 0·0025 % CO2. Because slow, random instrument drift often occurred during recordings, accurate linear baselines (i.e. stable to within 0·00005 %) could not be reliably achieved. This did not affect data on burst frequency, but complicated determination of burst volumes, except in the case of very large ants (see Results). As a high rate of flow relative to the respirometer volume was used, and as each CO2 burst was a discrete event that did not significantly overlap its neighbouring bursts, the application of washoutcompensation equations was not necessary.
Statistics
All means are accompanied by standard deviations and sample sizes. Differences between means were tested with Student’s t-test, the paired t-test, or with the approximate t-test if variances differed significantly. Single and multiple regression analyses were carried out by the least squares method. Differences between regressions were tested by analysis of covariance. Results were considered significant atP>0·05.
RESULTS
Standard metabolic rate






The RQ of inactive ants was 0·828 ± 0·128 (N = 89 observations on 18 ants). The Q10 of Camponotus vicinus was 1·79 with respect to ; when measured with respect to
, the Q10 increased slightly to 1·84. This increase was not sufficient to cause a significant dependence of measured RQ on temperature.
CO2 emission frequency’
Ants in the body mass range 0·041–0·086 g (mean mass 0·057 ± 0·012g, N = 13) invariably showed periodic CO2 emissions when quiescent (Fig. 2). The 45 min equilibration period that followed the approximately 30 min adjustment of the temperature to its new setpoint, was sufficient to stabilize burst frequency. Mean burst frequencies at a given temperature were not significantly affected by the temperature ramping direction (paired t-test on a sample of 12 pairs of burst frequencies with one positive and one negative ramping direction per pair = 0·66; P> 0·3). The ants were exposed to a stream of dry air for fairly protracted periods, and it is possible that this affected their ventilation parameters. As conditions for yielding quantifiable and reproducible results conflicted with probable field conditions, the exact nature of the ants’ ventilation parameters in still, moist air is therefore unknown, but it is most unlikely, in view of the relative consistency of their responses, that it differs fundamentally from that described here.
Periodic CO2 emission from an individual ant, Camponotus vicinus (body mass 0·086g) at five temperatures. Each mark on the y-axis represents 0·01 mlh−1 of CO2 emission.
The burst frequency changed, and was sometimes completely disrupted, if the ant was active (Fig. 3). Insect ventilation is generally sensitive to changes in behaviour (Weber & Caillere, 1978; Lighton, 1985, 1987). Ants of smaller body mass also showed periodic CO2 emissions, but remained consistently active in the respirometer chamber. As data on CO2 emission from these ants could not be interpreted reliably, they were not used.
The effect of movement (lower, thicker trace) on CO2 emission patterns (upper, thinner trace) of an individual ant, body mass 0·047 g, at 30°C. Burst frequency while quiescent = 169 mHz (60·8 h−1) ; while active, 34·5 mHz (124·2 h−1).
The frequency of CO2 emission, or burst frequency, was strongly dependent on temperature (Fig. 2), but was also somewhat variable, both within and between individuals. Owing to this variability, burst frequency could not be demonstrably linked with body mass over the two-fold mass range investigated. Compared with explaining burst frequency variation on the basis of temperature alone, the use of multiple regression analysis incorporating both body mass and temperature increased the percentage of explained burst frequency variation by only 0·1 % (from 85·5 to 85·6%). In addition, the scaling exponent of body mass was very low (0·1). Means of burst frequencies at each temperature were therefore calculated and analysed in terms of temperature alone.
Burst frequency increased exponentially from 2·26 ± 0·70 mHz, N=7 (8·14h−1) at 15°C to 22·61 ±5·16 mHz, N = 8 (81·4h−1) at 35°C (Fig. 4). The slope of the relationship between log-transformed burst frequency and temperature (0·0484) corresponds to a Q10 of 3·05. This is considerably higher than the observed Q10 of the relationship between log-transformed and temperature (1·84). Unlike burst frequency, burst amplitude did not vary significantly with temperature (Fig. 5).
The relationship between burst frequency and temperature. N = 53 observations on 13 ants (see text). The dashed curves enclose the 95 % confidence limits of the line.
The relationship between burst amplitude and temperature. The bars are ± 1 S.D. N = 53 observations on 13 ants (see text). Differences between means are not significant.
DISCUSSION
Standard metabolic rate
Considering the diversity and ecological importance of ants, their standard metabolic rates remain largely underexplored (Jensen, 1978). In addition, published accounts show little standardization of measurement conditions. The behavioural state of ants in respirometers ranges from activity (Mackay, 1982) to anaesthetic-induced immobility (Holm-Jensen, Jensen & Nielsen, 1980). The condition and feeding state of the ants has varied widely, probably with consequences on metabolic rates (Keister & Buck, 1964). Groups of ants or individual ants have been measured interchangeably by different investigators, raising the question of ‘group effects’ on standard metabolism, which can be negative or positive (Galle, 1978; Torossian, 1978; G. A. Bartholomew, J. R. B. Lighton & D. H. Feener, in preparation). In addition, although many ant species are markedly polymorphic, most investigators have only published species means of body masses and standard metabolic rates. Allometric regressions derived from species means (e.g. Jensen & Nielsen, 1975; Jensen, 1978; Lighton et al. 1987) yield a larger scaling exponent than those derived from intraspecific data; interspecific regressions of , on mass in invertebrates generally yield a scaling exponent of >0·8, while most intraspecific regressions yield a lower exponent (approx. 0·67; see Heusner, 1985, for a discussion). Use of interspecifically derived regressions in an intraspecific context can therefore be inaccurate and misleading, especially in the case of ants very different in body mass from the species mean. The effect of temperature on metabolic rate is in similar confusion, with many investigators using arithmetic rather than exponential regressions to analyse their data, in spite of the marked curvilinearity of the
-temperature relationships. These problems make the
data on Camponotus vicinus difficult to compare with those of other ant species.
Until a more standardized way of measuring and estimating ant standard metabolic rates is found, accurate prediction across the body mass range of a given species at various temperatures requires the use of multiple regression equations such as equation 1 on a species by species basis. Interestingly, equation 1 and the allometric equation of Lighton et al. (1987) yield identical results at 20 °C and a body mass near 0·020 g, which is close to the mean species body mass of Camponotus vicinus. During collection of the subcolonies for the present study, large ants were selectively captured.
The mass scaling exponent of Camponotus vicinus is unusually low (0·481). This implies that the relative proportion of metabolically active tissues is smaller in major workers than in minor workers (see Heusner, 1985). It is possible that the larger ants act as a fat or water depot, in addition to their role in colony defence. A similarly low scaling exponent of 0·545 is present in a congener of similar size from a completely different habitat, the Namib Desert gravel plains ‘balbyter’ ant Camponotus fulvopilosus (J. R. B. Lighton, unpublished data), in which a similar role for the major workers is possible. The Q10 of Camponotus fulvopilosus (1·90) is also similar to that of Camponotus vicinus, and considerably lower than most ant Q10 values in the literature; e.g. 3·10 (five North European species; Jensen & Nielsen, 1975) and 2·52 (Formica rufa;Holm-Jensen el al. 1980).
Intermittent CO2 emission
Q10 effects
Several different hypotheses can be advanced to explain the difference in Q10 between and burst frequency. Two of these hypotheses, which are not mutually exclusive, are readily testable. First, the volume of CO2 emitted with each burst may decline with increasing temperature, thus compensating for the high Q10 of burst frequency. If CO2 emission between bursts is negligible, then the volume of CO2 emitted during a given time interval (e.g. 1 h) is equal to the mean volume of bursts over that interval, multiplied by burst frequency (e.g. in burstsh−1). From this it follows that burst volume at a given temperature can be predicted from allometrically calculated
(equation 2) divided by calculated burst frequency (equation in Fig. 4, scaled from mHz to h−1 by multiplying by 3·6).
This first hypothesis can be tested in two ways. Firstly, the slope of log-transformed burst volumes, regressed against temperature, should yield a Q10 of 1·84/3·05, or 0·60. Second, log-transformed , predicted on the basis of measured burst volumes and predicted burst frequency, and regressed against temperature, should yield a slope corresponding to a Q10 of 1·84. If either measured Q10 differs significantly from its predicted value, then the first hypothesis can be falsified. These tests, which are best carried out by analysis of covariance, are not sensitive to the presence of interburst CO2 emission with a Q10 of approx. 1·84; any such CO2 emission offsets the measured values from the predicted values, causing intercepts to differ, but does not affect slopes (Q10 values).
The second hypothesis assumes the existence of substantial CO2 emission between bursts, the magnitude of which is dependent on temperature (Q10 = approx 1·84). This will result in a temperature-dependent discrepancy between measured and predicted burst volumes, and between measured and predicted values. If such a discrepancy is present, and if the first hypothesis is not disproved, the predicted values of
will be higher than the measured values, leading to a constant offset of log-transformed burst volume and of log-transformed
relative to predicted values (see above), when regressed against temperature. If no such offset exists, then the second hypothesis is falsified.
Because accurate measurement of burst volumes requires a very stable baseline, such measurement was not practical on most recordings. However, one series of CO2 emission recordings of a large ant (0·086 g) was characterized by unusually stable baselines. CO2 emission bursts (2–20 per recording, depending on temperature; three recordings per temperature) were integrated to yield volumes of CO2 in cm3 per burst. The baseline for integration was the mean of the lowest readings within 10 s to either side of each burst. The mean burst volumes were then regressed against temperature (Fig. 6), and compared to the predicted burst volumes of an ant of body mass 0·086 g.
The relationship between burst volume and temperature. See text. The dashed curves denote the 95 % confidence limits of the line.
When regressed against temperature, the slopes of predicted and measured log-transformed burst volumes are statistically indistinguishable (common slope = –0·0212; F = 0·91 ; df = 1,6; P = 0·4), corresponding to a Q10 of 0·61, which is very similar to the predicted value of 0·60. Similarly, the predicted and measured log-transformed values, when regressed against temperature, have statistically indistinguishable slopes (common slope — 0·0268; F=0·91; df = 1,6; P = 0·4), corresponding to a Q10 of 1·85, which is very similar to the predicted value of 1·84. Burst volumes therefore decreased with increasing temperature as predicted by the first hypothesis.
In both of the above regressions, however, the measured intercepts differed significantly from the predicted intercepts (F = 50; df = 1,7; P< 0·001). This can be explained by a temperature-dependent interburst emission of CO2 equal to about 20% of total , which is in accordance with the second hypothesis (but see below).
General comments
The patterns of intermittent CO2 emission in Camponotus vicinus are compatible with the theory of PSV ventilation, and in general resemble those described in larger insects, except that the emissions occur at a higher frequency. Thus, in this species of small insect, at least at rest, PSV ventilation has not been replaced by or augmented with continuous diffusion through open spiracles. The chief selective advantage of PSV in small insects probably lies in a reduction of respiratory water loss rates, as a consequence of prolonged apnoea or incurrent-only air movement (see Miller, 1964; Loveridge, 1968; Krafsur, 1971). The emission of CO2 in Camponotus vicinus is presumably effected by diffusion rather than by active ventilation. In spite of the sensitivity of the motion detection system, no trace of movements that synchronized with CO2 bursts was detected.
Although burst frequencies in Camponotus vicinus are generally higher than in larger insects at similar temperatures, the frequencies are low enough at low temperatures to cause significant inaccuracy in constant-volume or constant-pressure respirometry if periods of measurement are too short, or if pressure readings are taken immediately after a CO2 burst, particularly if CO2 absorption is slow. In addition, the effect of anaesthetics on the ventilation cycle should be investigated by workers who employ such drugs when attempting to measure ‘basal’ metabolism in ants (Holm-Jensen et al. 1980; Jensen & Holm-Jensen, 1980).
The significance of temperature-dependent inter-burst CO2 production is difficult to assess. In a flowthrough system at a flow rate of 50 ml min−1, for example, the magnitude of this component at 15°C is equal to an offset of 0·000033 % CO2, which rises to 0·00011 % CO2 at 35 °C. The latter is just above the noise floor of the CO2 analyser; the former is not. The ‘continuous’ component alluded to above may therefore be an artefact. However, such a temperature-dependent component has been described in saturniid pupae (Buck & Keister, 1955), and seems reasonable on theoretical grounds. As temperature increases, metabolic rate increases and the solubility of CO2 decreases, which will lead to a higher endotracheal . This should lead, in turn, to a higher interburst CO2 emission rate, assuming that the efficiency of CO2 containment does not change with temperature.
The well-defined reduction of burst volume with temperature, noted above, is somewhat puzzling. It appears that the central hypoxic and peripheral hypercapnic controls of the PSV cycle (see Kaars, 1981, for a review) may not modulate linearly with metabolic rate. Similar reductions of burst volume with increasing temperature were noted by Buck & Keister (1955) and Schneiderman & Williams (1955) in moth pupae. To my knowledge, these are the first such data on adult insects. The phenomenon runs counter to expectations, as there is a direct relationship between temperature and the that triggers the burst phase (Levy & Schneiderman, 1966b). In addition, if low temperatures decrease the
threshold at which spiracular fluttering maintains a constant endotracheal
that matches the insect’s
(Levy & Schneiderman, 1966a), then this lower
will also cause a decrease in the CO2 burst threshold (Schneiderman, 1960), further reducing the likelihood of larger burst volumes at lower temperatures. The most feasible explanation of the inverse relationship between temperature and burst volume is a decrease in haemolymph CO2 buffering capacity with increasing temperature, of sufficient magnitude to counter the other effects. A component of interburst CO2 emission that increases with temperature will also lead to a reduction of burst volumes with increasing temperature. Other factors may, in combination, contribute to the observed effect. However, the direct effects of temperature may be less important than changes in metabolic rate per se. For example, an increase in metabolic rate owing to activity at a constant temperature can also increase burst frequency (Fig. 3). It could therefore be hypothesized that a larger
in the haemolymph and endotracheal space may be tolerated when the rate of CO2 production is low than when CO2 production rate rises as a consequence of activity or an increase in temperature.
ACKNOWLEDGEMENTS
I would like to thank Roy Snelling of the Los Angeles County Museum of Natural History for animal identification, and Professor G. A. Bartholomew for partial support from a grant (BSR8400387) from the US National Science Foundation.