Pathways and genes differentially expressed in the motor cortex of patients with sporadic amyotrophic lateral sclerosis
BMC Genomics
Pathways and genes differentially expressed in the motor cortex of patients with sporadic amyotrophic lateral sclerosis
Carsten W Lederer 1
Antonietta Torrisi 0
Maria Pantelidou 1
Niovi Santama 1
Sebastiano Cavallaro 0
0 Functional Genomics Center, Institute of Neurological Sciences, Italian National Research Council , 95123 Catania , Italy
1 Department of Biological Sciences, University of Cyprus and Cyprus Institute of Neurology and Genetics , 1678 Nicosia , Cyprus
Background: Amyotrophic lateral sclerosis (ALS) is a fatal disorder caused by the progressive degeneration of motoneurons in brain and spinal cord. Despite identification of disease-linked mutations, the diversity of processes involved and the ambiguity of their relative importance in ALS pathogenesis still represent a major impediment to disease models as a basis for effective therapies. Moreover, the human motor cortex, although critical to ALS pathology and physiologically altered in most forms of the disease, has not been screened systematically for therapeutic targets. Results: By whole-genome expression profiling and stringent significance tests we identify genes and gene groups de-regulated in the motor cortex of patients with sporadic ALS, and interpret the role of individual candidate genes in a framework of differentially expressed pathways. Our findings emphasize the importance of defense responses and cytoskeletal, mitochondrial and proteasomal dysfunction, reflect reduced neuronal maintenance and vesicle trafficking, and implicate impaired ion homeostasis and glycolysis in ALS pathogenesis. Additionally, we compared our dataset with publicly available data for the SALS spinal cord, and show a high correlation of changes linked to the diseased state in the SALS motor cortex. In an analogous comparison with data for the Alzheimer's disease hippocampus we demonstrate a low correlation of global changes and a moderate correlation for changes specifically linked to the SALS diseased state. Conclusion: Gene and sample numbers investigated allow pathway- and gene-based analyses by established error-correction methods, drawing a molecular portrait of the ALS motor cortex that faithfully represents many known disease features and uncovers several novel aspects of ALS pathology. Contrary to expectations for a tissue under oxidative stress, nuclear-encoded mitochondrial genes are uniformly down-regulated. Moreover, the down-regulation of mitochondrial and glycolytic genes implies a combined reduction of mitochondrial and cytoplasmic energy supply, with a possible role in the death of ALS motoneurons. Identifying candidate genes exclusively expressed in non-neuronal cells, we also highlight the importance of these cells in disease development in the motor cortex. Notably, some pathways and candidate genes identified by this study are direct or indirect targets of medication already applied to unrelated illnesses and point the way towards the rapid development of effective symptomatic ALS therapies.
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Background
Amyotrophic lateral sclerosis (ALS) is a fatal
neuromuscular disorder affecting 12 in 100,000 persons. It is caused
by the degeneration of motoneurons in brain and spinal
cord, leading to muscle atrophy, progressive paralysis, and
death, commonly by respiratory failure. Most cases of ALS
are sporadic (SALS) and about 10% familial (FALS), with
mutant forms of copper-zinc superoxide dismutase
(SOD1) causing 20% of FALS cases. Findings in ALS
patients and model systems have implicated numerous
genes in ALS pathogenesis, and have identified diverse
processes, such as oxidative stress, excitotoxicity,
mitochondrial dysfunction, protein aggregation, cytoskeletal
abnormalities, impaired axonal transport, inflammation,
and apoptosis, as contributing factors [1]. As a mainly
sporadic disease affecting multiple cellular processes, ALS
therefore suggests itself for comprehensive expression
profiling and gene- and pathway-based analyses. The few
existing genomics studies of ALS [2-4], however, have had
limited genome coverage and have been restricted to
gene-based analyses.
Adding a further layer of complexity, ALS is a highly
heterogenous disease, with clinical indicators helping to
define ALS subtypes. One such indicator is a differential
depletion of motoneurons in motor cortex and spinal
cord [5-7], giving significance to the characterization of
both tissues. The motor cortex contains upper
motoneurons (UMNs), which extend axons traversing the
corticospinal tract to signal to the spinal cord, where lower
motoneurons (LMNs) relay their signal. The corticospinal
tract volume is reduced [8] and UMNs are depleted [9,10]
in ALS patients, and UMNs are required for LMN function
and muscle control [11]. Most importantly, patients with
sporadic, non-SOD1-associated forms of ALS show
alterations in the motor cortex, such as increased excitability
and reduced inhibitory activity, which are not readily
detectable in SOD1-linked FALS patients, thus stressing
the particular importance of investigating the motor
cortex in SALS subjects [12-14]. Possibly owing to earlier
clinical manifestations of defects in LMNs and their easier
accessibility to experimenters, however, most
investigations of ALS, including previous genomics studies [2-4],
focus on the spinal cord and LMNs, leaving ALS-related
responses and defects of cellular maintenance in the
motor cortex under-investigated.
Here we address the importance of UMN abnormalities in
SALS pathology and exploit the power of pathway-based
significance tests by whole-genome expression profiling
of the motor cortex of SALS patients. We identify
differentially expressed genes and pathways, interpret the role of
candidate genes in ALS pathology using these pathways as
a functional outline, and evaluate the implications of our
findings for ALS research and the development of ALS
therapies.
Results
Expression profiling of the motor cortex of SALS patients
We investigated the motor cortex of eleven SALS and nine
control subjects (see Table 1) with whole-genome
oligonucleotide microarrays and following microscopic
assessment of tissue architecture (see Figure 1 for Nissl staining
of six representative samples). Out of over 41,000 genes
and expressed sequence tags tested, 19,431 genes passed
our quality control criteria (see the Methods section),
constituting our complete data set for subsequent analyses.
Median and average fold-changes of our complete data set
were 1.01 (Diseased vs. Control), establishing that no
systematic bias for up- or down-regulation was introduced
into subsequent statistical analyses.
To exploit the comprehensiveness of our data, we
combined two complementary, stringent approaches,
investigating changes in the SALS motor cortex for functional
gene groups and on the level of individual genes.
Pathway-based analysis
We first performed a pathway-based analysis of the
complete data set by testing changes of gene expression in the
contex (...truncated)