To determine the relative importance of various factors in the causation of
wasting related to human immunodeficiency virus (HIV), quantitative analys
is and linear structural modeling was performed on energy metabolism data c
ollected longitudinally and prospectively from 33 men positive for the huma
n immunodeficiency virus at 105 time points over a 3-y period before the er
a of highly active antiretroviral therapy. Measured variables included ener
gy intake, total energy expenditure, resting energy expenditure, rate of ch
ange in weight, CD4 count, clinical status, appetite, and mood. Derived var
iables included energy balance, activity-related energy expenditure, and ph
ysical activity level. Relative contributions were assessed by linear struc
tural modeling based on multiple regression expressing results as path coef
ficients for individual relationships. The primary determinant of energy ba
lance was energy intake (r = 0.80). Total energy expenditure made a very mi
nor contribution to energy balance (r = -0.04). Total energy expenditure wa
s primarily determined by activity level (r = 0.91), which itself was negat
ively related to the presence of opportunistic infection and CD4 count. Ene
rgy intake was related to activity level(r = 0.28) and appetite (r = 0.30),
which were closely interrelated (r = 0.59). Such linear structural models
allow quantitative importance to be apportioned to factors determining weig
ht change in those infected with HIV and represent a powerful tool for futu
re metabolic studies. Nutrition 2000;16: 101-106. (C) Elsevier Science Inc.
2000.