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C. HNRC Contributions to Methods Development
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Refining the neuropsychological battery
At the Center's
inception in 1989 we deployed a comprehensive neuropsychological
ensemble since, at that time, we lacked systematic information
on qualitative and quantitative features of HIV-associated neurocognitive
impairment at different stages of disease. Hence, it was necessary
to assemble a battery that had broad coverage, as well as sufficient
sensitivity to detect what might be subtle, early changes. The
early experience of the HNRC allowed us to make substantive contributions
to the NIMH Consensus Conference that resulted in the publication
of the NIMH recommended neuropsychological battery (Butters
et al., 1990). As our experience deepened, we were able to
make successive changes in the neuropsychological battery in order
to streamline it and make it more specific, as well as to propose
"step downs" for use in more infirm advanced patients. The statistical
and clinical decision rules that led to NP battery revision were
reported in Grant et al. (1997).
The neuropsychological experience of the HNRC again contributed
significantly to position statements both by the NIH and
the WHO in regard to research on neurocognitive complications
of HIV (Bloom & Rausch, 1997; UNAIDS,
1998). In 1999 the HNRC further revised the battery, and included neuropsychological test measures that were the most sensitive to HIV-related impairments, had comprehensive, demographically-corrected norms, and in many instances had alternate forms available for increased sensitivity across multiple visits (Woods et al., 2004).
The HNRC continues to actively support studies to develop novel approaches to detecting HIV-associated NP impairment. Current directions of interest include utilization of paradigms derived from cognitive neuropsychology to elucidate the component processes of cognitive deficits in HIV, which may improve the detection and differential diagnosis of HIV-associated neurocognitive disorders.
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Norms appropriate to special populations
The changing
demographics of the HIV epidemic meant that increasing numbers
of under-represented minorities including African Americans and
Hispanics were at increased risk for HIV infection. Although investigators
who are part of the HNRC had been at the forefront for developing
norms for the non-Hispanic White population (e.g., Heaton et al.,
1991; Heaton et al., 1992), it became evident that the use of
such norms overstated the likely rate of neurocognitive impairment
in minority groups. Accordingly, Miller and colleagues at the
HNRC conducted a normative study of African Americans (Miller
et al., 1998), the results of which contributed to a comprehensive manual of demographically corrected norms (Heaton et al., 2004).
By applying correct norms, we demonstrated that the apparently higher
rate of NP impairment in African Americans was not real (Miller
et al., 1997).
Similarly,
Heaton and colleagues are now in the process of completing norms for Spanish-speaking Hispanics.
As increased emphasis is placed on understanding the course of HIV neurocognitive impairment in international environments, the HNRC has become involved in NP methods development for use in resource-limited settings. Preliminary results from a pilot study in China using a translated HNRC battery suggest that the selected NP battery can be adapted for use in international populations across a broad range of educational levels, and this work has resulted in a funded R01 application. Similar adaptations are underway for use in studies in Brazil and India.
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Operationalizing the diagnosis of HIV-associated neurocognitive disorders
HNRC investigators
recognized that terms such as "HIV dementia" were unacceptably
broad leading to underestimates and overestimates of HIV-associated
neurocognitive complications (Grant
& Martin, 1994). Accordingly, our group proposed and conducted testing on research criteria for three levels of neurocognitive
complications: (a) asymptomatic (subsyndromic) neuropsychological
impairment; (b) mild neurocognitive disorder (similar to the AAN
notion of minor cognitive motor disorder or MCMD); and (c) HIV-associated
dementia. The latter two have been termed syndromal impairment.
The value of this approach was recognized by the NIH
Consensus Conference (Bloom & Rausch,
1997) and was subsequently adopted by the National NeuroAIDS Tissue Consortium, a group of four NIH-funded
neuroAIDS tissue banks.
Data from HNRC studies and other investigations suggests that in the era of HAART there may be a number of possible patterns of neurocognitive impairment. At the recent NIH work group “A Critical Re-Examination of Adequacy and Utility of AAN 1991 Definitional Criteria” (NIMH/NINDS: Frascati, Italy, 6/13/05), HNRC investigators contributed to a new consensus that allows for at least the following patterns of impairment: (a) a mild form of neurocognitive disorder that reverses with ARV treatment either permanently, or at least for a very long time; (b) a relapsing-remitting form akin to demyelinating disorders wherein persons may have mild impairment at initial presentation, then normalize, and subsequently again become impaired; (c) a long-term static impairment of variable severity, generally mild; (d) a sub-group of individuals who manifest steady, slow deterioration, or deterioration after a period of stability; and (e) a small number of cases who manifest rapid, catastrophic decline, generally after ARV treatment options have been exhausted or, occasionally, via an immune reconstitution linked pathogenesis.
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Reliable measurement of neurocognitive change
The ability
to be confident that changes in neurocognitive performance truly
reflect some biological change and not simply practice effect
or measurement error is central to many aspects of neuroAIDS research,
particularly studies on treatment efficacy. Working with our Statistics
group, HNRC neuropsychologists are in the process of establishing
standards for inferring "real" change that may then be published
as "change norms" for various demographic groups.
A recent HNRC study applied a modified Reliable Change Index (RCI) methodology across a focused battery of commonly used NP tests to generate an indicator of overall cognitive stability (Woods et al., 2006). Findings from this study may be useful for both clinicians and researchers seeking normative standards for determining reliable changes in performance across comparable batteries employed by several national, multisite studies (e.g, National NeuroAIDS Tissue Consortium). Such data will also be useful for clinical trials and single, within-groups studies when placebo-controlled studies are difficult to implement.
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Instruments for documenting "real life" implications of HIV neurocognitive impairment
Reliably measuring
the "meaning" of neurocognitive findings is just as important
as reliably documenting the findings themselves. Neuropsychological
data in the absence of functional implications are of limited
interest. Therefore, the HNRC group has been developing and refining methodologies
for the objective measurement of vocational skills, medication management,
driving skills, and other types of abilities that are critical
for day-to-day functioning. Examples of these efforts are reported
in Heaton et al. (1996, 2004) and Marcotte et
al. (1999, 2004), and Rivera-Mindt et al. (2001).
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Innovations in brain imaging
It was understood
early that structural brain changes, as appreciated by routine
MRI of the brain, were detected only in advanced stages of disease.
At the same time, neuropsychological data strongly indicated earlier
brain involvement. Accordingly, HNRC investigators led by Dr.
Terry Jernigan developed improved techniques for quantitating
various gray and white matter regions as well as CSF volumes in
the brain to add sensitivity to our in vivo morphometry. As a
result, we were able to detect regional changes in brain structure
even in non-demented persons with AIDS (Jernigan
et al., 1993). Equally important, the Neuroimaging group worked
with the Statistical group to develop improved techniques for
repeated measures analysis of morphometric information. As a result,
we were able to detect progressive reductions in selected gray,
white, and subcortical volumes in relation to progression of disease,
including progressive changes during the medically asymptomatic
phase (Stout et al., 1998). More recently, we have utilized MR spectroscopy to examine the CNS impact of antiretroviral treatment (Schweinsburg et al., 2005) and co-factors, such as methamphetamine use (Taylor et al., 2000).
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Improved statistical approaches
Neurobehavioral
research on HIV poses many challenges related to multiple comparisons,
longitudinal analyses, non-linear associations, and so forth.
The HNRC statistics unit has continued in efforts to make innovations
that both specifically address our research needs, and may be
generalizable to other similar problems. Examples include refinement
of the "p-plot" approach to balancing between types I and II error
(Abramson et al., 1999), and growth
curve approaches to measuring change over time (Abramson
et al., 2002). Other innovative techniques extended and/or custom-programmed at the HNRC include an algorithm for computing power and sample size for any selected components of a multivariate linear model, bootstrap variations on parametric tests (offering higher asymptotic accuracy), and the empirical Bayes modeling of count data (e.g. accident-“proneness”).
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Novel methods for analyzing neurodegeneration and measuring neuronal populations, proteins and select receptors
HNRC investigators
have developed innovative methods to further analyze the neurodegenerative
alteration in the CNS of AIDS patients by developing sensitive
techniques to quantitatively analyze dendritic and synaptic complexity
as well as selective neuronal populations (Masliah
et al., 1997). These studies have incorporated the use of
the confocal laser scanning microscope, the image analyzer Quantimet
570C and highly sensitive and reproducible immunocytochemical
assays with vibratome sections. Also, our group developed
stereological techniques in combination with the confocal methods
for analysis of synaptic and neuronal density (Everall
et al., 1999). We also developed dot-blot assays
for quantification of synaptophysin and other synaptic proteins
(Masliah et al. 1998), as well as molecular assays for quantitative
analysis of cytokines and chemokine receptors using ribonuclease
protection assays. Finally, HNRC investigators have developed
novel transgenic animal models of HIVE by using animals over-expressing
gp120, Nef and Tat among others.
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