Division of Neuroscience and Mental Health, Imperial College London, Faculty of Medicine
Medical Statistics Unit, London School of Hygiene and Tropical Medicine, London
Department of Psychology, University of Sussex, Brighton
University College London, Institute of Neurology, London, UK
Correspondence: Professor Thomas R. E. Barnes, Department of Psychological Medicine, Division of Neuroscience and Mental Health, Imperial College Faculty of Medicine, St Dunstans Road, London W6 8RF, UK. Email: t.r.barnes{at}imperial.ac.uk
None. Funding detailed in Acknowledgements.
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In first-episode schizophrenia, longer duration of untreated psychosis (DUP) predicts poorer outcomes.
Aims
To address whether the relationship between DUP and outcome is a direct causal one or the result of association between symptoms and/or cognitive functioning and social functioning at the same time point.
Method
Symptoms, social function and cognitive function were assessed in 98 patients with first-episode schizphrenia at presentation and 1 year later.
Results
There was no significant clinical difference between participants with short and long DUP at presentation. Linear regression analyses revealed that longer DUP significantly predicted more severe positive and negative symptoms and poorer social function at 1 year, independent of scores at presentation. Path analyses revealed independent direct relationships between DUP and social function, core negative symptoms and positive symptoms. There was no significant association between DUP and cognition.
Conclusions
Longer DUP predicts poor social function independently of symptoms. The findings underline the importance of taking account of the phenomenological overlap between measures of negative symptoms and social function when investigating the effects of DUP.
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Several studies indicate that social functioning in people with psychosis is correlated with a number of concomitant factors, including positive and negative symptoms, disorganisation syndrome and cognitive functioning.16–18 Since all of these aspects of functioning have been purported to be worse in people with a longer DUP, this raises the question of whether the relationship between DUP and outcome is a direct causal one or rather the result of an association between symptoms and/or cognitive functioning and social functioning at the same time point – a mediated relationship. As DUP is potentially a prognostic factor open to intervention, previous work has tried to determine whether its association with poorer outcome represents a causal relationship or whether it is an epiphenomenon, with a common underlying factor, such as poor premorbid function or insidious onset of illness.12,19 This study explores a related aspect: which outcome factors are directly linked with DUP. Greater understanding of this might help to explain the result of any intervention aimed at reducing DUP.
In the West London First Episode Schizophrenia Study we investigated prospectively a sample of people presenting for the first time with schizophrenia and assessed the influence of DUP on 1-year outcome. Measures of outcome were positive, negative and disorganisation syndromes, social function and cognition. Based on previous research, our hypothesis was that longer DUP would predict increased symptoms and worse social functioning but not cognitive functioning at follow-up. We also predicted that the effect of DUP on social functioning at follow-up would be mediated via symptoms at the same time point and that there would be no direct relationship between DUP and social function at follow-up once this indirect relationship was taken into account.
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Assessments
Duration of untreated psychosis and of untreated illness
The dates of onset of prodromal and psychotic symptoms were elicited as
previously
reported,19 with
sources of information including patient interview, clinical case-notes and
questioning of the relatives and carers. Duration of untreated psychosis was
calculated as the time from onset of psychotic symptoms to first treatment
with antipsychotic medication. Duration of untreated illness (DUI) was
calculated as DUP plus any prodromal period.
Participants were assessed at the time of their first presentation to psychiatric services, and subsequently at 1-year follow-up, using the same measures, described below.
Mental state
The participants mental state was assessed with the Scale for
Assessment of Positive Symptoms (SAPS) and the Scale for Assessment of
Negative Symptoms
(SANS).22 Three
symptom-derived syndrome scores were
derived:23,24
positive syndrome (SAPS hallucinations and delusions), disorganisation
syndrome (SAPS bizarre behaviour and positive formal thought disorder) and
negative syndrome (all SANS sub-scales), as well as a score for the
core negative symptoms of flat affect and poverty of speech
(SANS sub-scale scores for affective flattening and
alogia).25,26
Cognition
At initial assessment, premorbid IQ was estimated using the National Adult
Reading Test (revised
version).27
Measures of neuropsychological function were obtained at both baseline and
follow-up using a 4-sub-test, short form of the Wechsler Adult Intelligence
Scale – Revised (WAIS–R) and the Cambridge Automated
Neuropsychological Test Battery
(CANTAB).28,29
From the CANTAB, executive function (Tower of London planning, attentional set
shifting and spatial working memory) and memory (spatial span and pattern
recognition memory) tasks were employed.
Social function
Social function and re-integration into the community were assessed using
the Social Function Scale (SFS). This is a 79-item, self-report scale, which
Birchwood et al showed to be a reliable, valid and sensitive measure
of social functioning in individuals with
schizophrenia.30
Individuals rate their abilities in seven areas: activation–engagement,
interpersonal communication, frequency of activities of daily living,
competence at activities of daily living, participation in social activities,
participation in recreational activities, and employment/occupational
activity.
Statistical analysis
Data were initially analysed using SPSS version 14 for Windows. To examine
group differences, t-tests were used for continuous data and
chi-squared tests for categorical data. Linear regressions were used to
examine effect of DUP on 1-year outcome. Mplus (version 5;
www.statmodel.com)
path analysis was used to investigate the relationship between DUP and the
follow-up scores for the positive syndrome, negative syndrome and social
function scores.
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2=0.47;
gender,
2=0.53; all NS). For the 98 participants re-assessed at 1 year the median value for DUP was 20 weeks and the mean was 52.5 weeks (s.d.=82.6). In 13 individuals no accurate estimate of DUI was possible, and data for these cases were therefore excluded from any analyses relating to DUI. The median DUI for the remaining 85 patients was 104 weeks and the mean was 188.9 (s.d.=248.1). For analysis using parametric statistics, both DUP and DUI scores were log10 transformed because of positive data skewness. Table 1 shows the correlations between both log10 DUP and log10 DUI for the clinical outcome measures at follow-up. Given the lack of significant correlations between DUI and syndrome scores and also overall social function, DUI was not included in further analyses.
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View this table: [in a new window] | Table 1 Pearson correlation coefficients between log10 duration of untreated illness, log10 duration of untreated psychosis, and symptom syndrome scores and social function assessed at 1-year follow-up |
In the initial exploration of the data, the sample was dichotomised into
those with a short or long DUP, using a median
split,12,31
although later analyses used DUP as a continuous measure. These two groups did
not significantly differ on measures which, based on a priori
expectations from previously published studies, could be considered a
significant predictor of outcome (age at onset, t96=0.62;
premorbid IQ, t90=0.44; gender,
2=0.65;
follow-up period, t96=0.60; all NS).
There was no significant difference between short and long DUP groups on SFS total score, positive, negative and disorganisation syndromes scores and core negative symptoms at initial presentation (Table 2). At 1 year significant differences were found for negative and positive syndrome scores and total SFS score (Table 2). When the SFS sub-scales were examined there were significant differences for activation–engagement, frequency of activities of daily living, participation in social activities and employment/occupation activity.
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View this table: [in a new window] | Table 2 Clinical and key outcome variables at baseline and follow-up |
To evaluate the extent to which DUP influenced these measures at 1 year, a series of stepped linear regressions were performed. Significant correlations were found between initial and 1-year scores for positive syndrome (r=0.33, P=0.001), negative syndrome (r=0.19, P=0.064) and SFS total score (r=0.40, P<0.001). Thus, for each outcome variable, the score at initial presentation was entered in the first step to control for the effect of baseline function on outcome, and the score at 1 year was entered as the second step. This approach allows any differences in follow-up scores to be confidently ascribed to the effect of DUP on outcome, independent of functioning at first presentation. Duration of untreated psychosis was a significant predictor of the outcome in each case (positive syndrome: F change=7.06, P=0.009, r2=0.06; negative syndrome: F change=9.39, P=0.003, r2=0.09; SFS overall score: F change=7.36, P=0.008, r2=0.07).
Between 90 and 95 participants completed each neuropsychological test.
Independent samples t-tests for current IQ and all continuous
cognitive variables (spatial span, spatial working memory strategy and error
scores, pattern recognition memory and Tower of London perfect solutions)
revealed that there was no significant difference between the short and long
DUP groups on any of these measures at either baseline or follow-up (range of
t-test values at baseline 0.15–1.70; range at follow-up
0.25–1.34). Chi-squared analysis confirmed that there was no significant
interaction between DUP and passing or failing the attentional set-shifting
task at initial presentation (
2=0.82, NS) or follow up
(
2=1.05, NS).
Path analysis
To determine whether the relationship between DUP and social function at
1-year follow-up was mediated by 1-year positive and/or negative syndrome
scores, a path analysis was performed (model 1). We repeated the analysis
substituting the core negative symptoms, SANS affective flattening and alogia
for the negative syndrome score derived from the whole SANS scale (model 2).
The core negative symptoms scores are not anchored with items of self-care and
occupational and social functioning, which may reflect outcome instead of
actual symptoms.32
This allowed delineation of the effect of social relationships and
recreational activities potentially covered by both the SFS and SANS (e.g.
ability to enjoy activities and relationship with friends/peers).
Although DUP was log-transformed to give an approximately normal distribution, it was not possible to transform the other variables (negative syndrome, positive syndrome and core negative symptoms) into the normal distribution, therefore we used bootstrap confidence intervals to allow for this.
Model 1 (incorporating the negative syndrome)
Results showed that a large component (39% of the explained variance in
social function) of the effect was a direct effect of DUP on social function,
although this did not achieve statistical significance (P=0.11). The
DUP had a large and significant effect on positive syndrome score
(P=0.002) but the positive syndrome score had no effect on social
function score (P=0.30). Thus, the pathway from DUP to social
function via positive syndrome was not significant and only accounted for 2%
of the explained variance (r=–0.03; P=0.35). Note that
the effect size via an indirect pathway is obtained by multiplying the effect
sizes of each component part of that pathway. For example, the effect size of
DUP on social function via positive syndrome is –0.03
(0.29x–0.11). Duration of untreated psychosis had a significant
effect on the negative syndrome score (P=0.004) and negative syndrome
score also had a significant effect on social function score
(P<0.0001). This resulted in the pathway from DUP to social
function via negative syndrome being significant, accounting for 59% of the
explained variance in social function (r=–0.16,
P=0.02) (Fig. 1).
![]() View larger version (10K): [in a new window] [as a PowerPoint slide] |
Fig. 1 Model 1 (a) showing results from path analysis incorporating negative
syndrome, with bootstrap correction for non-normality. Model 2 (b) showing
results from path analysis incorporating core negative symptoms, with
bootstrap correction for non-normality. For both models, the results show the
standardised regression coefficients (equivalent to correlation coefficients)
for the different arms, with associated 95% confidence intervals and
P-values. DUP, duration of untreated psychosis.
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2(6)=74.03, P<0.0001), and the goodness-of-fit
chi-squared parameter suggests that there is only a modest amount of remaining
variation to be explained (
2(1)=5.39, P=0.02).
However, the root mean square error of approximation (RMSEA) statistic (0.218,
90% CI 0.069–0.413) suggests that a modest proportion of the variance
remains unexplained by this model, and therefore other variables that are not
included in the model may also affect social functioning at follow-up.
Model 2 (incorporating core negative symptoms)
A large, significant component of the effect was direct from DUP to social
function score, accounting for 78% of the explained variance in social
function in this model (r=–0.19, P=0.04). Duration of
untreated psychosis had a large and significant effect on positive syndrome
score (P=0.002), but the effect of positive syndrome score on social
function score was not significant (P=0.13). Thus, the pathway from
DUP to social function via positive syndrome was not significant and accounted
for only 5% of the explained variance (r=–0.05,
P=0.19). Duration of untreated psychosis had a significant effect on
core negative symptom score (P=0.04) and core negative symptom score
also had a significant effect on social function score (P<0.0001).
This resulted in the pathway from DUP to social function via core negative
symptoms accounting for 17% of the explained variance, although this failed to
reach significance (r=–0.09, P=0.10). Again, there is
strong evidence that these pathways collectively explain a significant amount
of the variation in social functioning (
2(6)=51.70,
P<0.0001), and the goodness-of-fit chi-squared parameter suggests
that there is no appreciable remaining variation to be explained
(
2(1)=2.36, P=0.12). However, once again the RMSEA
statistic (0.122, 90% CI 0.000–0.333) suggests that other variables may
also affect social functioning at follow-up.
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Duration of untreated psychosis and symptoms
We failed to find any significant association between longer DUP and more
severe positive and negative symptoms on first
admission.19
Similar findings have been
reported,33
although several previous studies of first-episode psychosis have found such
an
association.4,33,34
One possible explanation for the failure to observe such a relationship at
first episode is that for most people in the sample the presentation to
psychiatric services is likely to have been prompted by reaching a threshold
level of severity of symptoms, thus obscuring any relationship with DUP.
Studies of the relationship between DUP and symptoms following a period of treatment have also yielded inconsistent findings. Whereas most longitudinal first-episode studies have found that a longer DUP predicts more severe and enduring positive symptoms,6–8 a positive association between DUP and negative symptoms has been found in some studies,7,36–38 but not in others.8,10,39 The variability in findings may partly reflect differences in the relationship between DUP and negative symptoms between subgroups of patients with first-episode disorder.40 Another potential explanation concerns the measures used to assess the negative syndrome. Thus, in this study when we used a negative syndrome score derived from all sub-scales of the SANS, we found a stronger relationship with DUP than when we used only core negative symptoms in the analysis.
Although Addington et al failed to find an association between DUP and negative symptoms, they speculated that when such an association is reported it may reflect either that negative symptoms pre-date onset and hinder help-seeking or that longer DUP itself leads to enduring negative symptoms.8 Against the former explanation of our results is that DUP remained a significant predictor of follow-up symptom scores when controlling for the influence of the respective baseline symptom scores, suggesting that DUP is influencing outcome over the initial year of treatment. Supporting this conclusion is the finding of an association between DUP and enduring negative symptoms by Edwards et al even after they had controlled for premorbid function.41
Duration of untreated psychosis and social function
As with negative symptoms, the evidence for a relationship between longer
DUP and indices of poorer social and occupational functioning following
treatment is
inconsistent.14,42
Again, this may reflect the different measures employed. In our study, social
function and re-integration into the community were assessed using the SFS,
which was specifically designed to evaluate social function in people with
schizophrenia.30 We
found that a longer DUP was associated with poorer overall social function at
follow-up, which was largely a reflection of significantly poorer social
engagement and a lower frequency of activities of daily living, as well as
less participation in social activities and lack of employment or occupation.
When we examined whether poorer social function at 1-year follow-up was
mediated by the effects of DUP on positive and negative symptoms, using a path
analysis, we found that the relationship between DUP and social function was
unambiguously independent of positive symptoms. The relationship between DUP,
negative symptoms and social function, on the other hand, depended on whether
SANS general or core negative symptoms were used in the analysis. When the
full range of SANS negative symptoms was used, the relationship between longer
DUP and poor social function was largely mediated via the negative syndrome,
reflecting 59% of the variance. When the analysis was repeated using only core
negative symptoms, the relationship between longer DUP and poor social
function was not mediated via the negative syndrome and instead, a major part
of the variance (78%) was explained by the direct effect of DUP on social
function.
The measure of core negative symptoms adopted in this study assessed the severity of flatness of affect and poverty of speech using the alogia and affective flattening sub-scales of the SANS.25,26 The remaining SANS sub-scale measures of avolition, anhedonia and attentional impairment were excluded because they contain items assessing self-care and occupational and social functioning, which arguably reflect social function rather than symptoms intrinsic to the disorder.32 This method therefore allowed a delineation of the effect of DUP on social relationships and recreational activities potentially covered by both the SFS and SANS scales. The difference in our findings when narrow and broad concepts of the negative syndrome were used probably reflects the phenomenological overlap between the two scales.32,43 What is clearly demonstrated by these two contrasting models is how fundamentally important the conceptualisation of these overlapping elements is when analysing and interpreting the relationship between DUP and outcome.
Duration of untreated psychosis and cognition
We found no evidence of any significant difference in global IQ or
performance on a range of cognitive tests between those with short and long
DUP at either initial presentation or follow-up. We have previously reported
that in the same baseline sample, assessed at first presentation, longer DUP
was related to impaired performance on the attentional set-shifting task but
to no other neuropsychological
measure.44 The
disparity between these results may reflect differences in the definition used
for success on the attentional set-shifting task. In the study reported here,
participants were dichotomised into those passing and failing the task, and
this required completion of all nine stages. In the earlier study we examined
the stage reached, and, of the participants who did not reach stage nine, it
is possible that, on average, those with a short DUP progressed to a later
stage than those with a longer
duration.44
However, the results of both studies suggest that DUP does not broadly affect
cognition. Further, the current findings are consistent with other
longitudinal first-episode studies which have failed to find a relationship
between DUP and cognitive
function.8,45–47
Although cognitive impairment may be a risk factor for the onset of
psychosis,48 our
findings suggest that cognitive function does not mediate the relationship
between DUP and the outcomes we examined.
Implications of the findings
One hypothesis put forward to explain the association between longer DUP
and a worse outcome in terms of psychotic symptoms is that there is an active
morbid process with unchecked psychosis, which may be slowed or attenuated by
treatment with antipsychotic
medication.49
Keshavan et al reported that longer DUP is associated with a decrease
in superior temporal gyral
volume,50 and more
recently Lappin et al found that temporal grey-matter reductions were
more marked in patients with long
DUP.51 These
findings may reflect a progressive pathological process that is active prior
to treatment,52 and
if antipsychotic treatment delays or prevents the structural brain changes
associated with
psychosis,53
increased neuronal damage would be associated with greater DUP. Although the
exact underlying mechanism remains to be determined, it is plausible that this
neuronal damage impedes treatment response and, specifically, symptom
reduction with antipsychotic medication, resulting in the greater residual
positive and negative symptoms found in patients with longer DUP both in this
study and
elsewhere.6,7
However, the direct effect of DUP on social function, revealed by specifically
excluding negative symptoms that partly reflect social function, cannot be so
easily explained as a direct result of neuronal damage, since social function
is arguably even more removed than clinical symptoms from the
pathophysiological basis of the illness. Rather, this finding suggests that
important factors other than symptoms mediate the effect of DUP on social
function, with social perception and social knowledge being likely
candidates.54,55
In summary, our findings suggest that longer DUP has predictive value for poorer clinical and social outcome in schizophrenia in respect of persistent symptoms and social re-integration that is independent of age, age at onset of psychosis and the clinical ratings of these outcome domains at first presentation to services. They also have implications for the interpretation of the results of previous first-episode studies reporting the relationship between DUP, and the level of social function and severity of negative symptoms following a period of treatment. Certain elements relevant to social function, such as self-care, work function and interpersonal relationships, are common to measures of these two domains, and thus there is the potential for confounding of their association with DUP. However, our results provide evidence for a direct relationship between DUP and social function when this overlap is addressed.
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