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1 Department of Bioengineering, University of Washington, Seattle, Washington 98195; 2 Departments of Metabolic Diseases and 3 Electronics and Informatics, University of Padova, 35128 Padua, Italy
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ABSTRACT |
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The hyperglycemic effects of
epinephrine (Epi) are established; however, the modulation of
Epi-stimulated endogenous glucose production (EGP) by glucose and
insulin in vivo in humans is less clear. Our aim was to determine the
effect of exogenously increased plasma Epi concentrations on insulin
and glucose dynamics. In six normal control subjects, we used the
labeled intravenous glucose tolerance test (IVGTT) interpreted with the
two-compartment minimal model, which provides not only glucose
effectiveness (S

insulin action; endogenous glucose production; glucose effectiveness
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INTRODUCTION |
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THE AUTONOMIC NERVOUS
SYSTEM modulates glucose and fat metabolism through both direct
neural effects and hormonal effects. In humans, epinephrine (Epi)
stimulates lipolysis, ketogenesis, thermogenesis, and glycolysis and
raises plasma glucose concentrations by stimulating both glycogenolysis
and gluconeogenesis (9). At the liver site, Epi increases
hepatic glucose production either directly by stimulating
glycogenolysis or indirectly by increasing gluconeogenesis, which is
responsible for 60% of the overall increase in hepatic glucose
production (19). These effects are exerted through both
- and
-adrenergic stimuli (20, 21).
Although the hyperglycemic effects of Epi on the liver are firmly
established, less clear is the modulation of Epi-stimulated endogenous
glucose production (EGP) by insulin in vivo in humans. In rat studies,
it was shown that, when Epi is combined with insulin infusion, there is
a 50% reduction in liver glycogen content with evidence for a
transient activation of hepatic glucose output by Epi in the initial 60 min of its exposure (15). In hepatocytes isolated from
lean rats, the presence of insulin in the incubation medium antagonizes
in a concentration-dependent manner the stimulation of gluconeogenesis
by Epi (24). Although the immediate effect of Epi is the
ability to prevent a compensatory increase in
-cell secretion, the
ongoing hyperglycemia overcomes the Epi-mediated inhibition on insulin
secretion so that compensatory hyperinsulinemia limits the excessive
rise in plasma glucose. This fine modulation is absent in
insulin-dependent diabetic patients and explains both the exaggerated
hyperglycemic and lipolytic responses during an Epi infusion in these
patients (9).
Taken together, these data suggest the existence of a fine, time-dependent interaction between Epi and insulin in determining EGP. However, this interplay has never been precisely assessed in vivo, in humans, because of the inability of the available approaches to properly describe this relationship, particularly in response to a glucose load. This is particularly important, because this situation is rather common in daily life: it is well known that even a normal subject has the propensity to develop glucose intolerance during physiological stress (13).
In light of these premises, our aim was to determine the effect of
exogenously increased plasma Epi concentrations on insulin and glucose
dynamics. We did so by using the labeled intravenous glucose tolerance
test (IVGTT) interpreted with the two-compartment minimal model
(7, 30). This approach provides not only important indexes
like glucose effectiveness (S

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MATERIALS AND METHODS |
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Subjects.
A stable isotopically labeled IVGTT was performed in six normal healthy
volunteers (3 males and 3 females) who participated in the study after
giving written informed consent. They were 24 ± 3 yr old, and
their body mass index was 23 ± 2 kg/m2. The subjects
were in good health. For
3 days before the study, each subject
consumed a diet containing >250 g carbohydrate; this amount was
verified by a dietitian.
Experimental procedures.
On the day of the study, at 7:00 AM after an overnight fast, the
subjects were admitted to the Divisione di Malattie del Metabolismo of
the University of Padova. The experimental protocol was approved by the
Ethical Committee of the University Hospital of Padova. A 20-gauge
butterfly needle was inserted into a dorsal hand vein at 7:30 AM. An
18-gauge cannula was then placed into the contralateral antecubital
vein for injection of the labeled glucose load and Epi infusion. On one
occasion (Epi study), starting at 8:00 AM, they received a continuous
infusion of Epi at a rate of 1.5 µg/min (8.2 mmol/min), which lasted
until 300 min (end of sampling). On another occasion, the control
study, saline was infused. The two studies were randomized and
performed
7 days apart. Epi was dissolved in saline solution in the
presence of ascorbic acid (0.5 mg/ml) to prevent oxidation. New Epi
solution was prepared every 2 h throughout the test. Ninety
minutes after the beginning of the Epi infusion, each subject received
an IVGTT labeled with the 6,6-2H2
isotopolog of glucose. The glucose bolus was administered from 30 to 60 s. The final concentration of deuterated glucose in each tracer (exogenous) solution was ~10% of the natural unlabeled glucose content. Blood samples were obtained before and during the Epi
infusion and before and during the IVGTT. After the IVGTT pulse,
samples were obtained at
30,
15, 0, 2, 3, 4, 5, 6, 8, 10, 12, 15, 20, 25, 30, 35, 40, 60, 80, 100, 120, 140, 180, 210, 240, and 300 min.
The samples for glucose, deuterated glucose, insulin, and C-peptide
determination were collected in tubes with EDTA-K3, whereas
those for Epi were collected with reduced glutathione and EDTA. They
were immediately centrifuged at 4°C and stored at
80°C until the assay.
Materials. [2H2]glucose was purchased from MassTrace (Woburn, MA). Chemical purity was verified by specific enzymatic analysis with glucose oxidase. Sterility was verified by bacteriologic analysis, and the material was shown to be pyrogen free. Before each study, an appropriate amount of the labeled powder was dissolved in a sterile 50% glucose solution and then passed through a 0.22-µm Millipore filter into a sterile vial that was sealed until use.
Biochemical and stable isotope tracer analysis. Plasma was separated and plasma glucose content determined enzymatically with a glucose analyzer (Beckman, Fullerton, CA). In the remaining plasma, insulin and C-peptide were assayed with specific radioimmunoassay (16) and catecholamines with an HPLC method (14). Deuterated glucose was analyzed as a pentaacetate derivative using a method previously described (1). The samples were analyzed on a Hewlett-Packard 5988 Quadrupole gas chromatography-mass spectrometry instrument operated in the electron impact mode by selected ion monitoring after isothermal separation at 250°C on a 30-in. J & W capillary column. Glucose pentaacetate isotopomers are monitored at mass-to-charge (m/z) 242 and 244 for [6,6-2H2]glucose and at m/z 243 for [6,6-2H1]glucose, as described previously (1).
From ion intensity ratios, the value in the sample of the isotope ratio R between labeled and unlabeled species is derived. For the [6,6-2H2]glucose tracer, [6,6-2H2]glucose and [6,6-1H2]glucose are the labeled and unlabeled species with, respectively, two 2H atoms or two 1H atoms in position 6. Species are thus defined with reference to specific atoms in specific positions, and in deriving R we correct analytically for interferences in the mass spectrum from the natural isotopic composition of the other atoms of the monitored ion (7). The ratio Z between tracer and tracee mass (or concentrations) in the sample can be evaluated from isotope ratio measurements as
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(1) |
Assessment of glucose disposal by the two-compartment minimal
model.
The two-compartment minimal model (2CMM) was used to determine the
insulin and glucose dynamics for each individual in the basal and Epi
states. The model is based on fitting the following equations to
glucose data to obtain best-fit parameters and metabolic indexes for
the system (7, 31)
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(2) |


1),
I(t) and Ib are plasma insulin and basal (end of
test) insulin, respectively (µU/ml), G(t) is tracee
glucose concentration in the accessible pool (mg/dl),
G*(t) is plasma tracer glucose concentration
(mg/dl), D* is the exogenous glucose dose (mg/kg),
V1 is the volume of the accessible pool (dl/kg), and
k21 (min
1),
k12 (min
1),
k02 (min
1),
p2 (min
1), and sk
(ml · µU
1 · min
1) are
parameters describing glucose kinetics and insulin action. Gb is the basal (end of test) glucose concentration.
Glucose uptake by insulin-independent tissues is described as the sum
of a constant and a term proportional to glucose mass in the accessible
pool; the proportionality term kp is derived
from
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1 · min
1. Other
derived parameters include glucose effectiveness, S
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(3) |
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(4) |

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(5) |
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(6) |
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(7) |
EGP estimation by the nonparametric stochastic deconvolution
method.
EGP was calculated by nonparametric stochastic deconvolution. EGP,
endogenous glucose concentration Ge(t)
calculated as total glucose minus exogenous, i.e., tracer + cold bolus
glucose, and the impulse response of the system given by the 2CMM
[indicated here by h(t,
), as this is a time-varying
model] are related through the following integral equation
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(8) |
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Statistics. To evaluate the differences between the control and Epi states, the Wilcoxon signed-ranks test for matched pairs (2-tailed) was employed, and a P value of <0.05 was considered to be significant. This statistical test was chosen on the basis of the paired nature of the data and the small sample size. Test statistics were computed with the statistical software SPSS Rel. 10.0.5 (SPSS, Chicago, IL). Values are reported as means ± SE, except where otherwise stated.
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RESULTS |
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Epinephrine, glucose, insulin, and C-peptide concentrations. Baseline plasma Epi concentration was 520 ± 48 pmol/l. Exogenous Epi infusion increased plasma Epi concentration to a mean value of 2,034 ± 138 pmol/l (P < 0.001). The coefficient of variation (SD/mean × 100) of Epi concentrations during the IVGTT time course was 14 ± 6% during the Epi study.
Epi significantly increased baseline plasma glucose concentration (83 ± 10 vs. 98 ± 12 mg/dl, P < 0.05), whereas it had no effect on baseline insulin [9 ± 3 vs. 11 ± 3 µU/ml, not significant (NS)] and C-peptide (1.4 ± 0.3 vs. 1.5 ± 0.3 ng/ml, NS) concentrations. As shown in Fig. 1, during the stable-label IVGTT, plasma glucose, tracer glucose, and insulin concentrations were significantly higher in the Epi study.
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Glucose disposal indexes.
The average trend for the derived parameters of the 2CMM showed a
decrease in magnitude for EGPb, S



EGP and plasma clearance time courses.
The administration of Epi has a striking effect on EGP profiles (Fig.
2): the nadir of the EGP profiles (Table
2) occurs at 21 ± 7 min in the
basal state and at 55 ± 13 min in the Epi state (P < 0.05).The time-varying profile of plasma clearance rate
PCR(t) was calculated from Eq. 7 and is reported
in Fig. 3: elevated Epi concentrations
seem to be associated with a substantial decrease in the glucose
clearance rate.
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DISCUSSION |
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The labeled IVGTT interpreted with the 2CMM allowed us to obtain accurate and precise estimates of glucose metabolism at both peripheral and liver levels; this is particularly important because Epi deeply affects both glucose uptake and its hepatic release. The present data show that exogenously increased Epi concentration not only reduced the peripheral clearance of glucose but also had a profound effect on the EGP.
In the presence of elevated Epi levels, and with comparable baseline EGP, we observed a significant time delay in the ability of secreted insulin to exert its inhibitory action on glucose release after the glucose load. This time-dependent effect is transient, and after 2 h it has completely vanished. As is apparent from Fig. 2, the time required in the presence of Epi to have the same inhibitory action of insulin on EGP with respect to the control study is more than double. Interestingly, the maximal inhibitory effect of insulin is not reduced; this means that, in terms of insulin action on glucose release, Epi mainly reduced the ability of liver to "sense" the inhibitory action of insulin. These results would contradict previous studies showing that, in the presence of Epi, EGP is significantly less inhibited by insulin (10, 23), ten- and twofold, without and with Epi, respectively. However, such data were obtained by use of different experimental protocols, such as the isoglycemic hyperinsulinemic glucose clamp and glucose infusion, which may itself alter the circulating plasma level of catecholamines (12). This altered EGP suppression during Epi infusion was observed in the presence of different insulin levels; therefore, we cannot tell whether the degree of suppression would be similar or less pronounced in the Epi group if the two treatment groups had similar insulin levels. Further studies will be needed to clarify this issue.
The following items should also be considered. Previous literature findings have shown that increased Epi levels oppose insulin action in modulating the endogenous rate of appearance of glucose (25). This hormone induces an initial rise in glucose production that is largely due to the activation of glycogenolysis; after the waning of this initial effect, Epi stimulates gluconeogenesis, which thus becomes the major factor in maintaining glucose production. Cherrington and colleagues [see Frizzell et al. (11) and Stevenson et al. (26)] have shown that the effect of Epi on glucose production lasts ~30 min.
Some hypotheses can be put forward for this waning effect of Epi on
glucose production. One is related to a possible regulatory mechanism
mediated by
-adrenergic receptors; however, it has been shown that,
in the presence of physiological levels of hyperinsulinemia, at least
in dogs, the recovery of glucose rate of appearance is not dependent on
adrenergic mechanisms (29, 33). This may suggest the
presence of an autoregulatory mechanism within the liver that may limit
the hyperglycemic effect of Epi; this hypothesis is supported by
previous studies showing that glucose autoregulates its own production
or utilization by modulating the glycogen and glycolytic pathways
(9, 28). Another possibility is the role of insulin in
limiting the Epi response. As shown in Fig. 1, Epi infusion is
paralleled by higher insulin levels determined both by the induction of
insulin resistance and by a true higher secretion when the
-cell is
challenged with a glucose load. This opposing effect of insulin on Epi
metabolic effects is not limited to glucose but is also true for lipid
metabolism (3). As far as insulin secretion is concerned,
baseline and C-peptide levels were not significantly increased despite
increased plasma glucose concentration; this confirms a basal
inhibitory effect of Epi on insulin secretion and underscores the role
of the limitation of insulin secretion in the hyperglycemic action of
this hormone (5). This effect may be one of the
determinants of the initially delayed suppression of EGP and of
subsequent glucose intolerance during Epi infusion.
Although the labeled IVGTT provides meaningful indexes of insulin action and glucose metabolism, it does not provide figures on splanchnic glucose uptake. This parameter may play a possible role in our findings. Saccà et al. (22) found that Epi infusion decreases the uptake of glucose in the splanchnic bed, which is a pathway of glucose disposition that is relatively insensitive to insulin. They found that splanchnic glucose uptake significantly increased from baseline after 30 min from the beginning of glucose infusion, and that during Epi challenge there is a complete blunting of this process. Therefore splanchnic glucose uptake might hypothetically have a role in modulating EGP during Epi challenge.
Although we did not assess their concentrations, Epi infusion markedly increases free fatty acid levels. This action may explain our findings, because, during the IVGTT, their level drops to their nadir usually after 50-60 min from the bolus glucose administration (27). In normal subjects, the hyperglycemic action of Epi is enhanced by the simultaneous elevations of glucagon and cortisol (25); the former increases the magnitude, but not the duration, of the rise in hepatic glucose output induced by Epi. It is likely that the different time-dependent inhibitory effects of insulin in the presence of elevated Epi levels may be partly determined by increased glucagon concentration, although we did not measure its concentration. Another potential confounder that deserves comment is the possible role of norepinephrine (NE), which can be elevated by Epi and glucose infusions (8). The simultaneous increase of NE could at least partly explain the decreased glucose clearance and the delayed suppression of EGP (17).
As was shown in our previous study, elevated Epi concentrations
also have profound effects on glucose uptake (2). In Fig. 3, we provide strong, temporal evidence for this effect. Together with this marked effect on glucose clearance rate, we have found that
Epi decreases, although not significantly, S

In conclusion, we have shown by using a two-compartment model of glucose kinetics that elevated plasma Epi concentrations have profound effects at both hepatic and tissue levels; these two sites of action can be dissected with the labeled IVGTT approach. In particular, at the liver site, this hormone deeply affects, in a time-dependent fashion, the inhibitory effect of insulin on glucose release. Our findings demonstrate the complexity of hepatic glucose metabolism when human subjects are exposed to catecholamine levels such as those observed during physiological stress.
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ACKNOWLEDGEMENTS |
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This work has been supported by a Grant of Regione Veneto (Progetto Finalizzato Invecchiamento) and by National Institutes of Health Grant P41 RR-12609 ("Resource Facility for Population Kinetics"). Preliminary results of this work were presented at the 59th Scientific Sessions of the American Diabetes Association in San Diego, CA (June 1999) and were published as Abstract no. 1257 in Diabetes, volume 48, Suppl 1: A288, 1999.
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FOOTNOTES |
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Address for reprint requests and other correspondence: A. Avogaro, Cattedra di Malattie del Metabolismo, Via Giustiniani 2, 35128 Padua, Italy (E-mail: angelo.avogaro{at}unipd.it).
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. Section 1734 solely to indicate this fact.
10.1152/ajpendo.00530.2001
Received 26 November 2001; accepted in final form 11 March 2002.
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REFERENCES |
|---|
|
|
|---|
1.
Avogaro, A,
Bristow JD,
Bier DM,
Cobelli C,
and
Toffolo G.
Stable-label intravenous glucose tolerance test minimal model.
Diabetes
38:
1048-1055,
1989[Abstract].
2.
Avogaro, A,
Toffolo G,
Valerio A,
and
Cobelli C.
Epinephrine exerts opposite effects on peripheral glucose disposal and glucose-stimulated insulin secretion. A stable label intravenous glucose tolerance test minimal model study.
Diabetes
45:
1373-1378,
1996[Abstract].
3.
Avogaro, A,
Valerio A,
Gnudi L,
Maran A,
Miola M,
Duner E,
Marescotti C,
Iori E,
Tiengo A,
and
Nosadini R.
The effects of different plasma insulin concentrations on lipolytic and ketogenic responses to epinephrine in normal and type 1 (insulin-dependent) diabetic humans.
Diabetologia
35:
129-138,
1992[Medline].
4.
Barrett, PH,
Bell BM,
Cobelli C,
Golde H,
Schumitzky A,
Vicini P,
and
Foster DM.
SAAM II: simulation, analysis, and modeling software for tracer and pharmacokinetic studies.
Metabolism
47:
484-492,
1998[Web of Science][Medline].
5.
Berk, MA,
Clutter WE,
Skor D,
Shah SD,
Gingerich RP,
Parvin CA,
and
Cryer PE.
Enhanced glycemic responsiveness to epinephrine in insulin-dependent diabetes mellitus is the result of the inability to secrete insulin. Augmented insulin secretion normally limits the glycemic, but not the lipolytic or ketogenic, response to epinephrine in humans.
J Clin Invest
75:
1842-1851,
1985[Web of Science][Medline].
6.
Cobelli, C,
Toffolo G,
and
Foster DM.
Tracer-to-tracee ratio for analysis of stable isotope tracer data: link with radioactive kinetic formalism.
Am J Physiol Endocrinol Metab
262:
E968-E975,
1992
7.
Cobelli, C,
Vicini P,
Toffolo G,
and
Caumo A.
The hot IVGTT minimal models: simultaneous assessment of disposal indexes and hepatic glucose release.
In: The Minimal Model Approach and Determinants of Glucose Tolerance, edited by Bergman RN,
and Lovejoy J. Baton Rouge, LA: Lousiana State University Press, 1997, p. 202-239.
8.
Cryer, PE.
Adrenaline: a physiological metabolic regulatory hormone in humans?
Int J Obes Relat Metab Disord
17, Suppl3:
S43-S46,
1993.
9.
Cryer, PE,
Tse TF,
Clutter WE,
and
Shah SD.
Roles of glucagon and epinephrine in hypoglycemic and nonhypoglycemic glucose counterregulation in humans.
Am J Physiol Endocrinol Metab
247:
E198-E205,
1984
10.
Deibert, DC,
and
DeFronzo RA.
Epinephrine-induced insulin resistance in man.
J Clin Invest
65:
717-721,
1980[Web of Science][Medline].
11.
Frizzell, RT,
Hendrick GK,
Biggers DW,
Lacy DB,
Donahue DP,
Green DR,
Carr RK,
Williams PE,
Stevenson RW,
and
Cherrington AD.
Role of gluconeogenesis in sustaining glucose production during hypoglycemia caused by continuous insulin infusion in conscious dogs.
Diabetes
37:
749-759,
1988[Abstract].
12.
Gallen, IW,
and
Macdonald IA.
Effects of blood glucose concentration on thermogenesis and glucose disposal during hyperinsulinaemia.
Clin Sci (Colch)
79:
279-285,
1990[Medline].
13.
Hamburg, S,
Hendler R,
and
Sherwin RS.
Influence of small increments of epinephrine on glucose tolerance in normal humans.
Ann Intern Med
93:
566-568,
1980
14.
Hjemdahl, P.
Catecholamine measurements by high-performance liquid chromatography.
Am J Physiol Endocrinol Metab
247:
E13-E20,
1984
15.
James, DE,
Burleigh KM,
and
Kraegen EW.
In vivo glucose metabolism in individual tissues of the rat. Interaction between epinephrine and insulin.
J Biol Chem
261:
6366-6374,
1986
16.
Kuzuya, H,
Blix PM,
Horwitz DL,
Steiner DF,
and
Rubenstein AH.
Determination of free and total insulin and C-peptide in insulin-treated diabetics.
Diabetes
26:
22-29,
1977[Abstract].
17.
Marangou, AG,
Alford FP,
Ward G,
Liskaser F,
Aitken PM,
Weber KM,
Boston RC,
and
Best JD.
Hormonal effects of norepinephrine on acute glucose disposal in humans: a minimal model analysis.
Metabolism
37:
885-891,
1988[Medline].
18.
Nagasaka, S,
Tokuyama K,
Kusaka I,
Hayashi H,
Rokkaku K,
Nakamura T,
Kawakami A,
Higashiyama M,
Ishikawa S,
and
Saito T.
Endogenous glucose production and glucose effectiveness in type 2 diabetic subjects derived from stable-labeled minimal model approach.
Diabetes
48:
1054-1060,
1999[Abstract].
19.
Nonogaki, K.
New insights into sympathetic regulation of glucose and fat metabolism.
Diabetologia
43:
533-549,
2000[Web of Science][Medline].
20.
Rizza, RA,
Cryer PE,
Haymond MW,
and
Gerich JE.
Adrenergic mechanisms of catecholamine action on glucose homeostasis in man.
Metabolism
29:
1155-1163,
1980[Web of Science][Medline].
21.
Rizza, RA,
Haymond MW,
Miles JM,
Verdonk CA,
Cryer PE,
and
Gerich JE.
Effect of
-adrenergic stimulation and its blockade on glucose turnover in man.
Am J Physiol Endocrinol Metab
238:
E467-E472,
1980
22.
Saccà, L,
Vigorito C,
Cicala M,
Corso G,
and
Sherwin RS.
Role of gluconeogenesis in epinephrine-stimulated hepatic glucose production in humans.
Am J Physiol Endocrinol Metab
245:
E294-E302,
1983
23.
Saccà, L,
Vigorito C,
Cicala M,
Ungaro B,
and
Sherwin RS.
Mechanisms of epinephrine-induced glucose intolerance in normal humans.
J Clin Invest
69:
284-293,
1982[Medline].
24.
Sanchez-Gutierrez, JC,
Sanchez-Arias JA,
Samper B,
and
Feliu JE.
Modulation of epinephrine-stimulated gluconeogenesis by insulin in hepatocytes isolated from genetically obese (fa/fa) Zucker rats.
Endocrinology
138:
2443-2448,
1997
25.
Sherwin, RS,
and
Saccà L.
Effect of epinephrine on glucose metabolism in humans: contribution of the liver.
Am J Physiol Endocrinol Metab
247:
E157-E165,
1984
26.
Stevenson, RW,
Steiner KE,
Connolly CC,
Fuchs H,
Alberti KG,
Williams PE,
and
Cherrington AD.
Dose-related effects of epinephrine on glucose production in conscious dogs.
Am J Physiol Endocrinol Metab
260:
E363-E370,
1991
27.
Trojan, N,
Pavan P,
Iori E,
Vettore M,
Marescotti MC,
Macdonald IA,
Tiengo A,
Pacini G,
and
Avogaro A.
Effect of different times of administration of a single ethanol dose on insulin action, insulin secretion and redox state.
Diabet Med
16:
400-407,
1999[Medline].
28.
Tse, TF,
Clutter WE,
Shah SD,
Miller JP,
and
Cryer PE.
Neuroendocrine responses to glucose ingestion in man. Specificity, temporal relationships, and quantitative aspects.
J Clin Invest
72:
270-277,
1983[Medline].
29.
Verschoor, L,
Wolffenbuttel BH,
and
Weber RF.
Beta-blockade and carbohydrate metabolism: theoretical aspects and clinical implications.
J Cardiovasc Pharmacol
8:
S92-S95,
1986.
30.
Vicini, P,
Caumo A,
and
Cobelli C.
The hot IVGTT two-compartment minimal model: indexes of glucose effectiveness and insulin sensitivity.
Am J Physiol Endocrinol Metab
273:
E1024-E1032,
1997
31.
Vicini, P,
Sparacino G,
Caumo A,
and
Cobelli C.
Estimation of endogenous glucose production after a glucose perturbation by nonparametric stochastic deconvolution.
Comput Methods Programs Biomed
52:
147-156,
1997[Web of Science][Medline].
32.
Vicini, P,
Zachwieja JJ,
Yarasheski KE,
Bier DM,
Caumo A,
and
Cobelli C.
Glucose production during an IVGTT by deconvolution: validation with the tracer-to-tracee clamp technique.
Am J Physiol Endocrinol Metab
276:
E285-E294,
1999
33.
Werther, GA,
Joffe S,
Artal R,
and
Sperling MA.
Physiological insulin action is opposed by
-adrenergic mechanisms in dogs.
Am J Physiol Endocrinol Metab
255:
E33-E40,
1988
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