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1 United States Army Research Institute of Environmental Medicine, Natick, Massachusetts 01760-5007, and 2 Heller Institute of Medical Research, Sheba Medical Center, Tel Hashomer, Israel 52621
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ABSTRACT |
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A cold
strain index (CSI) based on core
(Tcore) and mean skin
temperatures
(
sk)
and capable of indicating cold strain in real time and analyzing
existing databases has been developed. This index rates cold strain on
a universal scale of 0-10 and is as follows: CSI = 6.67(Tcore t
Tcore 0) · (35
Tcore 0)
1 + 3.33(
sk t
sk 0) · (20
sk 0)
1,
where Tcore 0 and
sk 0
are initial measurements and
Tcore t and
sk t
are simultaneous measurements taken at any time
t; when
Tcore t > Tcore 0, then
Tcore t
Tcore 0 = 0. CSI was
applied to three databases. The first database was obtained from nine
men exposed to cold air (7°C, 40% relative humidity) for 120 min
during euhydration and two hypohydration conditions achieved by
exercise-heat stress-induced sweating or by ingestion of furosemide 12 h before cold exposure. The second database was from eight men exposed
to cold air (10°C) immediately on completion of 61 days of
strenuous outdoor military training, 48 h later, and after 109 days.
The third database was from eight men repeatedly immersed in 20°C
water three times in 1 day and during control immersions. CSI
significantly differentiated (P < 0.01) between the trials and individually categorized the strain of the
subject for two of these three databases. This index has the potential
to be widely accepted and used universally.
hypothermic environments; indexes; rectal temperature; skin temperature
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INTRODUCTION |
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HYPOTHERMIA IS DIAGNOSED when core temperature (Tcore) declines to 35°C or below (18). It is a life-threatening situation, usually resulting from exposure to either a cold outdoor climate or immersion in cold water (12). Certain Tcore ranges have been used to categorize different stages of hypothermia and to evaluate the physiological limit humans can tolerate. Pozos et al. (18) defined the signs and the severity of hypothermia (mild, moderate, and profound) by Tcore.
Tcore as indicated by rectal temperature (Tre) may have been generally accepted as an appropriate physiological measure in the assessment of cold strain (9), although recent studies (16) have used the more rapidly responding esophageal temperature (Tes). However, Tcore is not always reduced during cold exposure (18). Unchanged or even elevated Tre is often observed during the initial period of cold exposure (9, 28, 29). An increase in Tcore during the initial period of cold exposure is attributed to the sympathetic nervous system mediating peripheral vasoconstriction, which results in redistribution of blood away from the periphery toward the core concomitant with an increase in metabolic heat production (3).
The most commonly used criteria to evaluate the degree of cold stress are ambient temperature (Ta) and wind chill. As Ta decreases, the gradient favoring heat flux from the body to the environment increases. Wind increases heat loss from the body to the environment (26). In 1945, Siple and Passel (22) developed the wind chill index to evaluate the cooling power of the environment by integrating the effects of Ta and wind velocity to assess the convective cooling power. Wind chill index also provides a convenient relative index for comparison between various experimental protocols and field situations. However, Ta alone does not adequately reflect cold strain, and there are also reports published concerning the limitations of the wind chill index (26). Wind chill and Ta only quantify stress to the unprotected body surface area. Further, the wind chill index is only applicable at wind speeds exceeding 20 m/s, overestimates the cooling power for a naked person, and underestimates the cooling power for a clothed person (26). Some corrections were suggested to overcome these limitations. For example, Boutelier (2) suggested inclusion of globe temperature in the index.
In 1950, Scholander et al. (21) described the critical temperature (CT) for exposures in air as the threshold Ta below which energy metabolism increases above the resting level. In 1962, Rennie et al. (19) defined CT for cold-water immersion as the lowest water temperature that an inactive subject could tolerate without exhibiting an increase in O2. The utility of using CT in air or water to quantify individual resistance or tolerance to cold stress has been challenged (6, 23), and Toner and McArdle (25) discussed this issue and concluded that better indexes are required. In 1987, Bittel (1) suggested using heat debt developed during exposure to cold as an index to assess the extent of the cold adaptation of an individual. However, the complexity of calculating this index [e.g., dry heat exchanges by radiation and convection (R + C), metabolic rate, convective and evaporative heat loss by the respiratory tract, and heat loss by cutaneous perspiration] limits its utility for use to rate cold strain online.
Recently, Moran et al. (15) developed a physiological strain index (PSI) to evaluate heat stress. The PSI is a simple index based on only Tre and heart rate (HR). This index successfully evaluated the heat strain in men who were exposed to a variety of exercise intensities combined with different levels of hypohydration (14) and different combinations of metabolic rate, climate condition, and clothing (15).
The purpose of this study was to develop an analogous, simple PSI to be used in cold environments. This index should be able to differentiate between degrees of cold strain and capable of indicating cold strain in real time as well as able to analyze existing databases on a simple scale of 0-10.
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MATERIAL AND METHODS |
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Three different databases obtained from men exposed to cold were used in this study. The first database, consisting of Tes and HR responses measured during exposure to cold air, served to develop the new index (16). The second database, containing Tre and HR measurements taken from an independent study (28), was used to further validate the new index during cold-air exposures. The third database, taken from another separate study (5), was used to evaluate the applicability of the developed index for men during cold-water immersion and to compare the new index with an independent assessment of cold strain.
Protocol I.
Nine healthy young men participated in this study (16). The physical
characteristics of the subjects were as follows (means ± SE): age
24 ± 2 yr, height 178 ± 2 cm, body wt 77 ± 4 kg, and maximum rate of O2 consumption
(
O2 max) 55 ± 1 ml · kg
1 · min
1.
Each subject, dressed in shorts, socks, and shoes, completed three
experimental cold-air exposures. The three exposures were completed
with the subjects at different levels of hydration [euhydration (Eu), hypertonic hypohydration (HH), and isotonic hypohydration (IH)]. All exposures were completed within 15 days, and subjects served as their own controls. Two methods of dehydration were employed
to achieve 4-5% loss of baseline body weight. To induce HH,
subjects exercised in the heat (13) on the day before the trial. After
3-4 h of mild-intensity exercise in the heat, which resulted in
sweating, fluid replacement was restricted. To achieve IH, subjects
ingested a diuretic on the day before the IH trial. Each experimental
trial consisted of 30 min of rest in comfortable climatic conditions
(25°C), followed by 120 min of rest in cold air (7°C, 40%
relative humidity).
Protocol II. This study (28) examined the way in which chronic exertional fatigue and sleep deprivation, coupled with negative energy balance, affected thermoregulation during cold exposure. Eight healthy young men (age 28 ± 2 yr) with body weights of 67 ± 2, 74 ± 2, or 80 ± 2 kg (1st, 2nd, and 3rd trials, respectively) who were dressed in cotton athletic shorts and socks were exposed three times to 4 h of cold air (10°C). The first trial immediately followed completion of 61 days of strenuous outdoor military training (A), the second was after a short recovery of 48 h (SR), and the third trial was after long recovery of 109 days (LR). All three trials were conducted at the same time of the day and were in accordance with the same test protocol (28).
Protocol III.
This study (5) examined whether serial cold-water immersions during one
day would lead to a blunted response of the thermoregulation system.
Eight healthy men (age 24 ± 4 yr, height 178 ± 3 cm, body wt 79 ± 3 kg, and
O2 max 50 ± 2 ml · kg
1 · min
1)
dressed only in shorts were immersed into cold water (20°C) for 120 min three times (0700, 1100, 1500) during one day ("repeat" group). About 3-4 wk before the experiments, control exposures, in
which only a single immersion was employed on one day, were conducted
at the same starting times as the three trials during repeat. However,
the control trials were performed randomly during different weeks. All
cold-water immersion trials employed the same test protocol.
Measurements.
The Tre was measured from a
thermistor inserted 10 cm past the anal sphincter. In the first
protocol, Tes was measured by a
thermocouple in a catheter placed at heart level. Skin temperature was
measured at nine (protocols I and
III) or five
(protocol II) skin surface sites,
and mean weighted skin temperature
(
sk)
was calculated according to Gagge and Gonzalez (7). Mean body
temperature (
b)
was calculated as
0.67 · Tre + 0.33 ·
sk.
In these three protocols, HR was measured from an electrocardiogram
obtained from three chest electrodes and radiotelemetered to an
oscilloscope-cardiotachometer. In protocol
III, metabolic heat production was estimated from O2 uptake and respiratory exchange
ratio (7). Cumulative body heat debt was expressed as a positive number
and was defined as the total negative storage integrated over time.
Perception of thermal sensation was rated by using a category rating
scale (30). A number of the experiments during the three protocols had
to be terminated before the scheduled 120- or 240-min exposure time because subjects voluntarily withdrew or their
Tre reached 35.0°C, the
medical safety limit.
Calculations. The PSI was calculated as suggested by Moran et al. (15) as follows
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(1) |
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1 · m
2)
as (27)
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(2) |
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(3) |
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sk 0
are the initial measurements and
Tcore t
and
sk t
are simultaneous measurements taken at any time
t; when
Tcore t > Tcore 0, then
Tcore t
Tcore 0 = 0.
Statistical analysis.
Physiological responses for the different experimental exposures were
analyzed with SAS version 6.12 software with the use of the general
linear models (GLM) procedure (extension of ANOVA) for univariate
repeated measurements analysis. Linear models for HR, Tre,
Tes, and
as
dependent variables were fitted by the least squares method (regression
procedure), using each group at the different experimental exposure and
subject designation as the independent variables. Multiple comparisons
were controlled by using Tukey-Kramer tests. For
protocol III, a two-way
repeated-measures ANOVA was utilized to determine whether significant
differences existed between the appropriate control condition and the
repeat trial at the same time of day. Significant
F ratios were analyzed post hoc by
using Newman-Keuls tests. Unless otherwise indicated, significant
differences reported herein are at P < 0.05. All data are reported as means ± SE. The materials and
methods for the cold-exposure experiments were presented in greater
detail elsewhere (5, 16, 28).
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RESULTS |
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Database I.
Generally, the physiological parameter exhibiting the largest relative
drop during cold-air exposure was
sk. The
fall in
sk was
marked from immediately after the start of cold-air exposure throughout
the end of the first hour; thereafter, the change was less pronounced.
There were no significant differences
(P > 0.05) in
sk
responses among the trials. The
Tes increased during the initial
period (~30 min) of the trials (P < 0.05) and then decreased through the end of the experimental
exposures (P < 0.05).
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(4) |
and
are the constants of
these parameters. Shivering response would likely be one of the
parameters. However, shivering-response assessment involves measuring
metabolic rate, which is difficult to do online (the main reason for it
not being included).
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sk
changes very quickly in response to cold environments and because
Tcore
(Tre or
Tes) reflects thermoregulatory strain, we decided that these two parameters should adequately depict
the cold strain. Because of ethical constraints, it was assumed that
the maximal acceptable fall of
Tcore deviation from normothermia
to hypothermia during exposure to a cold climate is 3°C (based on
maximal change from 38 to 35°C). Also, the maximal allowable
decrease of
sk is
assumed to be 15°C (based on maximal change from 35 to 20°C).
To evaluate cold stress on a universal scale of 0-10 and achieve a
sensitive assessment during transitions and steady-state exposures, we
constructed an index that enabled us to calculate the physiological
strain in the cold in real time at any time. Although this index is not
based on the maximal possible fall values for
Tcore and
sk, the
lowest Tcore value (35°C)
corresponds to the Human Use Review Committee limits for human
experimentation. The lowest
sk
value (20°C) typically observed during experimental cold-air
exposure was assigned to increase the relative weight of
sk and
the sensitivity of the index in assessing cold stress. Thus the
following normalized physiological cold stress index (CSI) is suggested
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sk
represents the temperature of the periphery or the shell and, combined
with Tcore (either
Tre or
Tes), enables the calculation of
b. The
weighting constants for
sk and
Tcore represent the fraction of
the body's mass that makes up the peripheral shell and core,
respectively (25). According to Burton and Bazett (4), the calculation
of
b in
the cold assigned different weights for
Tcore and
sk,
using constants of 6.67 for Tcore
and 3.33 for
sk.
Thus CSI was constructed by assuming the same weighting ratio as for
b. The
new index was scaled to a range of 0-10 within the limits of the
following values: 35
Tcore
38°C and 20
sk
35°C. Simultaneous measurements of
Tre and
Tes in this study revealed similar
but consistently higher values for
Tre of ~0.1-0.2°C (P < 0.01). Therefore, application
of CSI from both Tcore
measurements (Tre and
Tes) and
sk is meaningful.
Because these subjects were not a homogeneous group and cold exposure
resulted in large individual differences in physiological responses,
data were analyzed individually. Figure 2
depicts the data obtained from three different subjects exposed to the
same cold-air conditions at the same hydration state (IH) as from
O'Brien et al. (16) but at different cold-strain levels during these cold exposures. Little cold strain, rated by CSI as 2, was observed for
the first subject (Fig. 2A);
low-to-moderate strain, which gradually increased and after 120 min
increased to 4.8, is presented for the second subject (Fig.
2B); and high cold strain, which almost linearly increased with exposure time and ended as 8.7, is seen
for the third subject (Fig. 2C).
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sk.
Generally, the two indexes were inversely correlated (r =
0.916,
0.965, and
0.980 for Eu, IH, and HH trials, respectively) from the 30th
minute of cold exposure to the end of the exposure (Fig.
3). However, the I index, which is based on
Tes and
sk in
addition to metabolic rate, was significantly different only between
the IH and HH trials (P < 0.03). On
the other hand, CSI discriminated between the trials, with significant
differences (P < 0.05) found between
HH and IH, or HH and Eu trials.
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Database II.
The most common criteria to assess cold strain are the absolute values
of Tre and
b or
the changes in these temperatures during time of exposure
(
Tre or
b).
The
b
values, calculated from the Tre
and
sk
of eight subjects exposed to the same 4 h of cold air after different
recovery periods from long strenuous military training, are presented
in Fig. 4. No significant differences in
b were
found between the three trials during the first 120 min of the exposure
and during the 240 min between A and LR. However, significant
differences in
b were
found between A and SR or LR at 150 and 180 min
(P < 0.05; Fig. 4,
top). Analysis of
b during the three trials revealed no significant difference between A
and SR trials. A smaller change was found in LR that was significantly different from A and SR after 150 min, through the end of the exposure
(Fig. 4, middle). The cold-strain
assessment of the three trials by CSI is presented in Fig. 4
(bottom). Generally, the LR trial
was assessed with significantly lower values during the 240-min
exposure than the SR and A trials (P < 0.01). The A trial had the highest values
(P < 0.05); however, no significant
differences were found between A and SR during the second hour
(60-120 min) of the exposures.
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Database III.
Cold-water immersion causes greater physiological strain than exposure
to air at a similar temperature. In Fig. 5,
CSI was applied to Tre and
sk
measured in eight men during the six experimental cold-water exposures
(5). There were no
sk
differences between control and repeat trials. Differences in
Tre between the control and the
matched repeat trials did not achieve significance until the very end
of immersion (120 min) and then only in the 1100 trial
(P < 0.05). However, CSI values for
repeat immersion exposures at 1100 and 1500 after 80 min through the
end of these exposures were higher in comparison with the matched
control exposures (Fig. 5, right).
Despite these insignificant differences, the CSI differentiated between
the repeat trials, assessed with absolute higher strain, and the
control trials, demonstrating habituation of the thermoregulatory system by the higher strain assessment.
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0.973,
0.977, and
0.967, respectively; Fig. 7). The
lower absolute numbers for thermal sensation rated by the subjects
correspond to more severe sensation of cold. During the 1100 and 1500 trials, the control was assessed with lower strain by both thermal
sensation and CSI than the repeat. However, thermal sensation exhibited a more pronounced difference between trials during the first 100 min,
whereas CSI discrimination was greater at the end of the exposure time
(100-120 min).
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DISCUSSION |
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The most important new finding from this study is that core and skin
temperature measurements can be integrated into a useful new index of
cold strain. The CSI, for the three different databases under
investigation (5, 16, 28), successfully evaluated the degree of cold
strain for men at different levels of hydration status, at different
recovery periods from long strenuous outdoor military training, and at
different fatigue stages of the thermoregulatory system. This
simple-to-use index is based on only two physiological parameters:
Tre (or
Tes) and
sk,
which adequately depict the overall strain reflected by the body when
exposed to cold environments. The CSI was applied to cold-air exposures
and to cold-water immersion and found to assess quantitatively the cold
strain on a universal scale of 0-10.
It is generally accepted that Tre
can describe physiological strain during cold exposures (18). However,
Tre is independent of
environmental temperature over a wide range; therefore, the use of
Tre alone as an indication of
thermal strain in the cold is of questionable value (9, 25). Minard
(11) argued that changes in Tre
fail to reflect body heat loss during transient cooling. Greenleaf et
al. (8) showed that Tre declined
slightly during the first 2 h of immersion in 34.5°C water; after 8 h, the Tre values were higher than
the initial Tre. In the present study, cold exposure produced cold strain, as indicated by vigorous shivering during cold-water immersion (5) and in cold air (16, 28), and
yet, Tcore values often increased,
especially during the start of an exposure to these cold environments.
Thus Tre alone is often an
inadequate quantifier of cold strain. Furthermore,
b and
b
were of limited value in assessing cold strain (Fig. 4) for the same
reasons, because Tre is the main
determinator of
b.
The
sk,
on the other hand, is rapidly affected by cold exposure. The skin is
the barrier of the body interfacing with the ambient environment for
heat-energy exchange by radiation, convection, and conduction. The
skin, as stated by Porter and Gates (17), serves as "a transducer of
the environment." The
sk can
change over a wider range (up to sevenfold more) than
Tre. However, although
sk may
reflect changes in ongoing dynamic heat exchange,
sk provides relatively little indication of the heat content or the temperature within the body; for that,
Tcore can be assessed. Thus many
investigators calculate
b. We
concluded that combining Tre (or
Tes), representative of the
Tcore, with
sk,
representative of the heat transfer between the body and the
environment, would provide an index of cold strain.
The impact of water immersion on heat-balance mechanisms is greater than that of a similar air temperature because conductivity of water is 25 times greater than that in air (19) and because heat loss in water is particularly sensitive to the skin-water temperature difference. As a consequence, temperature gradients become great, and physiological responses are dramatic (24). Thus, to further the appreciation of the versatility of the CSI, we examined the cold strain from databases obtained from both cold-air and cold-water immersion.
The three indexes (PSI, I index, and CSI) were applied to the first database obtained from cold air (16). The application of the PSI on these data resulted in low positive and negative values across all the trials (Fig. 1). PSI was limited in its ability to evaluate cold stress because of three reasons. First, PSI was originally constructed to evaluate heat stress. As a consequence, it assumes maximal physiological values relevant for heat exposure rather than cold exposure. Second, PSI is based on Tre and HR. However, HR is mainly affected by exercise intensity, whereas, in these cold studies, the subjects were seated at rest, resulting in a relatively small change in HR dynamics during the trials (Fig. 1). In addition, an imbalance between the parasympathetic and the sympathetic nervous systems during cold exposure causes a large variability in HR (10). Third, the PSI lacks any factors reflecting the heat exchange between the environment and the body.
The I index, based on Tes,
sk, and
metabolic heat production, successfully discriminated the cold strain
during cold exposures at different hypohydration levels. However, to
calculate this index, a third parameter, metabolic rate, must be
measured. This third parameter is not needed to calculate the simpler
CSI. Application of CSI to the same databases clearly evaluated the
relative strain with a simple scale ranging from 0 to 10. The use of
individual Tes and
sk
values for assessment of cold strain revealed that Eu had the lowest
strain. However, CSI, which combined these two parameters, rated the HH
with the lowest strain. The latter is explained by the smaller change
in Tes during the 120-min exposure in the HH trials. The CSI effectively discriminated among cold strain
at the different hypohydration levels, at different recovery periods
from long outdoor strenuous training, and at different fatigue stages;
it was found to be valid for both exposure in cold air and immersion in
cold water.
The Tes values are generally lower than the corresponding Tre values (19). The latter values were also found in the cold-air database analyzed in this study (16). However, application of CSI to this database containing Tre (CSITre) or Tes (CSITes) and Tsk measurements revealed no significant differences between CSITre and CSITes for each of the three trials (P > 0.05). The magnitude of this difference suggests that CSI, based on either Tes or Tre, can provide meaningful values for the assessment of cold stress.
Evaluations of different cold strains by either the I index or heat
debt and metabolic heat production were all found meaningful. However,
the high correlation found between these assessments and the CSI
strengthens the ability of CSI to serve as a simple tool constructed
only from two parameters (Tcore
and
sk)
for assessment of cold strain. Furthermore, rated thermal sensation during cold exposure as an independent method was found to be highly
correlated with CSI.
The ability of an individual to be protected from cold climates and to avoid cold strain can be enhanced by proper clothing (25, 26). An appropriate clothing configuration considering insulation and water permeability can protect an individual from a hostile cold environment. The clothing used during cold exposure establishes a microenvironment at the skin surface and between the skin and the inner side of the clothing that is insulative in effect (26). However, all three databases used in this study had subjects dressed in only shorts or shorts, socks, and shoes. Thus, to apply CSI to different types of clothing, more studies should be conducted for proper validation.
In conclusion, the newly developed index is a complement to the existing literature regarding evaluation and assessment of cold strain. Although CSI might not provide as detailed a description of cold strain as heat debt calculation (1) or CT (26), it is significantly easier to calculate online. Thus CSI may be a useful tool, especially during online data acquisition and when metabolic rate measurements are not available. The CSI may also be useful for explaining discrepancies in experimental findings obtained by different investigators using various ambient conditions by providing a common reference point. This index has the potential to be widely accepted and to serve universally. However, further investigation is required to possibly adjust the CSI for a wider range of cold air and water temperatures and to consider exercise effects.
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ACKNOWLEDGEMENTS |
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We thank Dr. Arie Laor for conducting the statistical analysis of this study.
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FOOTNOTES |
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This work was conducted at the United States Army Research Institute of Environmental Medicine, Natick, while D. S. Moran was a National Research Council Postdoctoral Associate.
The views, opinions, and/or findings contained in this report are those of the authors and should not be construed as an official Department of the Army position, policy, or decision unless so designated by other official documentation.
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.
Address for reprint requests: D. S. Moran, USARIEM, 42 Kansas St., Natick, MA 01760-5007.
Received 23 December 1998; accepted in final form 4 May 1999.
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