Childhood malnutrition remains a common
problem in much of the developing world. The United Nations
agencies concerned with global nutrition isssues have compiled
data indicating that approximately 25% of children less than
five years of age in low-income countries have a height-for-age
which is less than -2 SD with respect to international reference
data (ACC/SCN, 1987; ACC/SCN, 1989; ACC/SCN, 1992; ACC/SCN,
1994). This situation has changed only little during the past
20 years since these figures have first been tracked. The causes
of children's growth failure are not fully understood, although
it has been assumed that inadequate food intake, poor nutritional
quality of many traditional diets, and high rates of infections
are primarily responsible. Recently, more consideration has
also been given to the possible role of individual micronutrient
deficiencies.
Approximately thirty years ago a clinical
syndrome characterized by dwarfism, hypogonadism, and anemia
was first attributed to zinc deficiency (Prasad, 1963). Since
that time, zinc-responsive stunting has been reported from several
parts of the world (Gibson, 19xx), including selected low-income
populations in North America (Walravens, 1976; Walravens, 1983;
Walravens, 1989). Several studies have also found that malnourished
children gain weight more rapidly when supplemented with zinc
(Golden, 1981; Castillo-Duran, 1987; Khanum, 1988). On the other
hand, studies from some developing countries have failed to
identify a growth resonse to zinc supplementation, so the importance
of zinc deficiency as a public health problem remains controversial.
The global prevalence of zinc deficiency
is unknown, largely because there are no simple indicators of
zinc status (Golden, 1989). The diagnosis of zinc deficiency
currently requires some evidence of a physiological response
to a therapeutic trial of zinc; hence, a substantial investment
of time and resources is necessary to establish the diagnosis,
and large-scale population studies are still limited. Nevertheless,
food composition and dietary intake data suggest that the majority
of children in developing countries may be at risk of zinc deficiency
beyond early infancy. The major sources of zinc are animal products,
which are consumed in very low amounts by children in developing
countries, and the embryo portion of grains, which are often
removed during processing (Cousins, 1990). Moreover, phytic
acid present in plant sources forms an insoluble zinc-chelate,
which markedly reduces zinc availability from food (Solomons,
1984; Lonnerdal, 1988). Consequences of zinc deficiency other
than growth failure include poor appetite, impaired dark adaptation,
skin lesions and delayed wound healing, and immunosuppression
and increased rates of infections (Prasad, 1990). Other recent
studies, as briefly reviewed by Hambidge (1989), have found
an association between low plasma or tissue zinc and complications
of pregnancy, including impaired fetal development.
Because of the possibly widespread occurance
of zinc deficiency in developing countries and the important
functional consequences that have been reported, we have recently
carried out a metaanlysis of all available zinc supplementation
trials. The purposes of this analysis were to determine whether
there is evidence of widespread zinc deficiency in developing
countries and whether there are particular indicators that permit
prediction of which populations are more likely to respond to
zinc supplementation. This paper presents the preliminary results
of the metaanlaysis, which was first presented at the Experimental
Biology meetings in early 1995. A more comprehensive analyis
with additional studies is now in progress. The current paper
will describe briefly the methods we used for identifying potentially
acceptable studies for the metanalysis, the criteria for inclusion
of individual studies and the analytic methods that were used.
The overall results of the acceptable studies will be summarized
with regard to the effect of zinc supplementation on increments
of linear and ponderal growth, changes in weight-for-length,
and changes in plasma zinc concentrations.
Potentially acceptable studies were identified
through an initial MEDLINE search, using key words zinc
and growth. We
also relied on several excellent published reviews of earlier
zinc intervention trials, in particular the papers by Rosalind
Gibson (ref) and Roger Shrimpton (ref). We then scanned the
bibliographic citations from each of the studies we found to
identify any other references that had not already been included
in our database. Finally, we learned of several unpublished
studies through personal communications with investigators working
in this field.
Each study that was identified was evaluated
according to pre-defined criteria for acceptability for the
meta-analysis. We required the studies to be prospective intervention
trials with a concurrent control group. We only considered those
studies that included children less than 13 years of age to
avoid possible confounding caused by differential pubertal growth
spurts among adolescents in the trial cohorts. The studies selected
had to include at least one of the major outcome measures of
interest, specifically change in length or change in weight.
Finally, the results had to be presented in sufficient detail
to permit inclusion in the statistical analyses. In particular,
we required that data were available for classifying initial
anthropometric status of the study groups as well as the mean
and standard deviations of changes in length or weight during
the period of observation.
Subsequent to selection of acceptable studies,
each paper was reviewed in detail, and data were independently
abstracted by each of the co-investigators and then summarized
in a common database. Because studies presented outcomes using
a variety of different units such as absolute change
in length or weight, change in percent median length- or weight-for-age,
or change in respective Z-scores all results were standardized
as "effect size" which was calculated as the mean
change in nutritional outcome for the treatment group minus
the mean change in the control group divided by the pooled standard
deviation of change for both groups. Additionally, each study
was weighted in the meta-analysis by considering the total number
of subjects in the study and the effect size. The use of effect
size as the response variable allows comparison of variables
expressed in different units across studies. Ordinarily, a difference
between means of 0.2 standard deviation units is considered
a small effect size, a difference of 0.5 standard deviation
units a medium effect size, and a difference of at least 0.8
standard deviation units a large effect size.
The mean and 95% confidence intervals for
the weighted average effect size were calculated for each outcome
variable. The homogeneity of effect size was then tested by
chi-square analysis; and, when significant heterogeneity was
identified, a regression analysis was performed to examine possible
sources of heterogeneity.
We reviewed a total of 48 studies, of which
25 were felt to be acceptable for inclusion in our analysis.
A total of 1,535 children were included in the full set of studies,
which were published from 1974 through 1995. The remaining 23
studies were excluded from the meta-analysis for a variety of
reasons, such as failure to include a control group, lack of
experimental intervention, or lack of sufficiently detailed
information. Nine of the acceptable studies were from Latin
America and the Caribbean, seven from Asia and the Middle East,
seven from North America or Europe, two from Africa and one
from Australia. Eight of the studies were defined as community
trials in developing countries, eight were either community
or clinical trials in industrialized countries, six were clinical
studies of hospitalized children recovering from severe malnutrition,
and three could not be assigned to any of these categories.
Twenty of the twenty-five studies were double-masked,
placebo-controlled, trials. In seventeen studies, the consumption
of the supplement or placebo was directly observed by the study
team; in seven studies compliance with the dosage schedule was
monitored by examination of supplements remaining following
different periods of monitoring; and in one study there was
no reported monitoring of the dose. The studies varied from
ten days to sixteen months in duration, with a mean of approximately
seven months. The different studies included from 11 to 162
subjects, with a mean of 64.
A broad range of zinc compounds was used
in the different trials. The doses of zinc supplements ranged
from 1.5 to 50 milligrams per day, with a mean of 12 milligrams.
In most cases the doses were given daily, six days per week
or five days per week.
The
study subjects ranged in age from birth to 13 years, with a
mean of approximately 3½ years. The mean initial plasma zinc
levels ranged from 42 to 139 micrograms per deciliter, with
a mean of 82. Most of the studies were evenly balanced between
boys and girls, although two studies included only boys. The
initial mean height-for-age Z-scores ranged from -5.0 to +0.1
Z-scores, with a mean of -2.3 Z-scores. The initial mean weight-for-height
Z-score ranged from -4.0 to +0.8 with a mean of -1.0.
Figure 1 shows the mean and 95% confidence
limits for effect size for change in height from the 17 studies
available to date that contained interpretable data. Three studies
showed a negative mean effect size with zinc supplementation,
although the confidence limits did not exclude zero in any of
these studies. Of the remaining fourteen studies, all of which
showed either no change with zinc supplementation or a positive
effect of supplementation, the confidence limits from five studies
excluded zero. Overall, there was a small weighted average effect
size of +0.2 SD with zinc supplementation, which was highly
statistically significant (p< 0.0001). Although these results
are still preliminary, we estimate that there would have to
be a total of 91 unpublished studies with no treatment effect
to render the current positive results non-significant.
A chi-square test for homogeneity of the
effect size indicated that there was, indeed, significant heterogeneity
of results. We therefore explored whether specific aspects of
study design or characteristics of study subjects may have explained
the heterogeneity of results. There were negative correlations
between the mean change in height in individual studies and
two explanatory variables: namely, initial mean height-for-age,
and initial mean plasma zinc. In other words, studies that included
children with greater degrees of stunting and lower initial
plasma zinc levels reported greater responses to supplementation.
When all of these possible explanatory variables were included
in a multiple regression analysis, the presence of stunting,
defined as mean initial Z-score less than -2.0 was the only
variable significantly associated with treatment effect size
for change in height.
For those studies that included children
with mean initial Z-score greater than -2, there was no overall
effect of zinc supplementation. By contrast, for those studies
that included children with a greater degree of stunting initially,
there was a highly significant effect of treatment, with a medium
effect size of 0.47 SD. There was no longer any heterogeneity
within these two subgroups of studies.
We next examined the 19 studies that provided
interpretable data on change in weight. As shown in Figure 2,
none of the studies found a negative relationship between zinc
supplementation and change in weight. Four of the studies showed
positive effects of with confidence limits that excluded zero.
Overall, there was a highly significant positive impact of zinc
supplementation on change in weight, with a small weighted-average
effect size of 0.26 SD.
Although there was no significant heterogeneity
of the effect sizes for change in weight, there were some significant
correlations between initial characteristics of the studies
or study subjects and this outcome variable. For example, there
were significant negative correlations between effect size and
the following variables: initial mean weight-for-age, initial
mean plasma zinc, and duration of study. There was no correlation
between initial mean age, initial mean height-for-age, nor dose
of zinc and change in weight for individual studies. When all
of these variables were included in a multiple regression analysis
with dependent variable effect size, initial mean plasma zinc
concentration was the only explanatory variable that remained
statistically significant. This result must be interpreted cautiously
however, because three of these studies did not provide information
for initial plasma zinc.
Six studies provided interpretable results
on change in plasma zinc concentration. Each of these studies
showed a positive impact of zinc supplementation, with an overall
effect size of 0.67 SD, which was highly significant. There
was significant heterogeneity of results, all of which could
be explained by one study, which used an especially high dose
of zinc supplements. Even after excluding this study from the
database, there was still a significant effect size of 0.52
SD.
In summary, there was a small, but highly
significant, impact of zinc supplementation on children's height
increments, with an average effect size of 0.2 standard deviation
units. This effect was present for the subgroup group of studies
with mean initial height-for-age Z-score less than -2.0, but
not for those with mean initial height-for-age Z-score greater
than or equal to -2.0. The height response to zinc supplementation
did not appear to be related to the dosage schedule employed,
nor the duration of supplementation. Among studies with initially
stunted children there was a medium average effect size of zinc
supplementation, averaging 0.47 standard deviation units.
There was a small, but highly significant,
impact of zinc supplementation on children's weight increments,
with an average effect size of 0.26 standard deviation units.
The effect of zinc supplementation on change in weight was negatively
associated with mean initial plasma zinc levels, but not with
mean initial age, presence of stunting, or dose of zinc provided.
Among studies with initial plasma zinc concentrations less than
80 µg/dl, the average effect size was moderate, averaging 0.42
standard deviation units.
There was no impact of zinc supplementation
on change in weight-for-height Z-score, but the number of available
studies is still quite limited. There was a moderate, highly
significant, impact of zinc supplementation on change in plasma
zinc concentrations, but again the number of available studies
is still very limited.
The results of this metaanlysis are still
preliminary because additional data have recently becaome available.
Nevertheless, because of the statistical strength of the results,
it seems unlikely that the major conclusions of the analysis
will change. In conclusion, based on this extensive set of studies,
we believe that there is now sufficient information to indicate
that interventions to enhance zinc status should be considered
as a potential method to improve children's growth in those
settings with high rates of stunting and/or low plasma zinc
concentrations.