Beta blockade increases pulmonary and systemic transit
time heterogeneity: evaluation based on indocyanine green
kinetics in healthy volunteers
Michael Weiss
1
, Tom C. Krejcie
2
and Michael J. Avram
2
1
Department of Pharmacology, Martin Luther University Halle-Wittenberg, Halle, Germany and
2
Department of Anesthesiology and the Mary Beth Donnelley
Clinical Pharmacology Core Facility, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
Summary
Correspondence
Michael Weiss, Department of Pharmacology,
Martin Luther University Halle-Wittenberg,
D-06097 Halle, Saale, Germany
E-mail: michael.weiss@medizin.uni-halle.de
Accepted for publication
Received 9 April 2015;
accepted 29 June 2015
Key words
cardiac output; flow heterogeneity; propranolol;
recirculatory model; transit time distribution
Knowledge of factors influencing the heterogeneity of blood transit times is
important in cardiovascular physiology. The aim of the study was to investigate
the effect of beta-adrenergic blockade on blood transit time dispersion in awake,
anxious volunteers. Recirculatory modelling of the disposition of intravascular
markers using parametric forms for transit time distributions, such as the inverse
Gaussian distribution, provides the opportunity to estimate the systemic and pul-
monary transit time dispersion in vivo. The latter is determined by the flow
heterogeneity in the microcirculatory network. Using this approach, we have
analysed indocyanine green (ICG) disposition data obtained in four subjects by
frequent early arterial blood sampling before and after beta-adrenergic blockade
by propranolol. Propranolol decreased cardiac output from 9Á3 Æ 2Á8 l min
À1
to 3Á5 Æ 0Á47 l min
À1
(P<0Á05). This reduction was accompanied by a
4Á5 Æ 0Á6-fold and 2Á1 Æ 0Á3-fold increase (P<0Á001) in the relative dispersion
(dimensionless variance) of blood transit times through the systemic and
pulmonary circulation, respectively.
Introduction
The dispersion of blood transit times through the circulation
plays an important role in physiology (affecting blood–tissue
exchange kinetics) (King et al., 1996). In particular, there has
been a special interest in the information given by the hetero-
geneity of blood transit times within the cardiopulmonary sys-
tem (Caruthers et al., 1995; Clough et al., 1998; Kuikka et al.,
1999). While in the systemic circulation, blood flow and flow
heterogeneity have been mostly measured in skeletal muscle
using positron emission tomography (Kalliokoski et al., 2003;
Heinonen et al., 2012), the heterogeneity in the whole circula-
tion can be estimated using transit time distributions of
intravascular indicators such as indocyanine green (ICG). By
analysing ICG kinetic data obtained by frequent early arterial
blood sampling with a recirculatory model, it was possible to
determine the transit time distribution through the pulmonary
and systemic circulation in dogs (Weiss et al., 2006) and,
recently, in humans (Weiss et al., 2011). The latter study
showed that the transit time dispersion in the systemic circula-
tion decreased linearly with increasing cardiac output. The
underlying mechanism is not well understood, although its
distribution may become more homogeneous with increasing
flow, as it is in skeletal muscle (Kalliokoski et al., 2003; Hei-
nonen et al., 2012) and lung (Kuikka, 2000).
To get more insight into this problem, we reanalysed ICG
data measured in awake volunteers before and after beta-adren-
ergic blockade with propranolol, which decreased cardiac out-
put by 60% (Niemann et al., 2000), to determine the
accompanying changes in pulmonary and systemic transit time
dispersion. The original analysis did not provide this informa-
tion because it was based on splitting the systemic circulation
into two channels (fast and slow peripheral volumes as homo-
geneous compartments). Here, in contrast, a continuous distri-
bution of transit times was assumed. As previously described,
we used the inverse Gaussian (IG) density as empirical probabil-
ity density function of transit times (Weiss et al., 2006, 2011).
The density distributions of the reciprocal transit times were
derived from the estimated parameters to better understand the
effect of beta blockade on flow heterogeneity. Our results
demonstrate that different modelling approaches can provide
different insights into the effect of altered physiological states
on the distribution of cardiac output.
Methods
ICG disposition was determined twice in four adult male vol-
unteers, once during a propranolol infusion that decreased
cardiac output, after obtaining institutionally approved, writ-
ten informed consent (Niemann et al., 2000). Twenty-four
Clin Physiol Funct Imaging (2015) doi: 10.1111/cpf.12295
1 © 2015 Scandinavian Society of Clinical Physiology and Nuclear Medicine. Published by John Wiley & Sons Ltd