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1.
medRxiv ; 2024 Apr 10.
Article in English | MEDLINE | ID: mdl-38645132

ABSTRACT

Cell-free DNA (cfDNA) is increasingly recognized as a promising biomarker candidate for disease monitoring. However, its utility in neurodegenerative diseases, like amyotrophic lateral sclerosis (ALS), remains underexplored. Existing biomarker discovery approaches are tailored to a specific disease context or are too expensive to be clinically practical. Here, we address these challenges through a new approach combining advances in molecular and computational technologies. First, we develop statistical tools to select tissue-informative DNA methylation sites relevant to a disease process of interest. We then employ a capture protocol to select these sites and perform targeted methylation sequencing. Multi-modal information about the DNA methylation patterns are then utilized in machine learning algorithms trained to predict disease status and disease progression. We applied our method to two independent cohorts of ALS patients and controls (n=192). Overall, we found that the targeted sites accurately predicted ALS status and replicated between cohorts. Additionally, we identified epigenetic features associated with ALS phenotypes, including disease severity. These findings highlight the potential of cfDNA as a non-invasive biomarker for ALS.

2.
Eur J Neurol ; 28(2): 421-429, 2021 02.
Article in English | MEDLINE | ID: mdl-32978838

ABSTRACT

BACKGROUND AND PURPOSE: Amyotrophic lateral sclerosis (ALS) risk increases with age, and a linear log-incidence and log-age relationship is interpreted to suggest that five to six factors are involved in disease onset. The factors remain unidentified, except that fewer steps are predicted for those carrying a known ALS-causing mutation. METHODS: Men with a psychiatric disorder or cardiovascular disease (CVD) diagnosis have an increased relative risk of ALS. Using the Danish population registries and ALS diagnosis years 1980 to 2017, we tested whether these factors would decrease the predicted steps to disease. RESULTS: Consistent with previous reports, we find a linear log-incidence and log-age ALS-onset relationship (n = 4385, regression coefficient b = 4.6, 95% confidence interval [CI]: 4.3-4.9, R2  = 0.99). This did not differ when considering ALS cases with a prior psychiatric diagnosis (n = 391, b = 4.6, 95% CI: 4.0-5.1) Surprisingly, it was higher (+1.5 steps, P = 2.3 × 10-5 ) for those with a prior CVD diagnosis (n = 901, b = 6.1, 95% CI: 5.4-6.8). To control for competing risk of death, a test to investigate if this effect was maintained in those with CVD in the population demonstrated an increased baseline risk and fewer steps to disease (b = 1.8, 95% CI: 1.2-2.3, P = 4.6 × 10-21 ), which consistent with a positive association of CVD and ALS. Assessing sex differences, our data and meta-analyses (n = 22 495) support half a step fewer for men (-0.4, 95% CI: ±0.24, P = 0.00031) without support for contributing differences explained by menopause. CONCLUSIONS: Any factor associated with ALS disease onset may be relevant for understanding disease pathogenesis and/or counselling. Modelling disease incidence with age demonstrates some insight into relevant risk factors; however, the outcome can differ if competing risks are considered.


Subject(s)
Amyotrophic Lateral Sclerosis , Cardiovascular Diseases , Mental Disorders , Amyotrophic Lateral Sclerosis/diagnosis , Amyotrophic Lateral Sclerosis/epidemiology , Amyotrophic Lateral Sclerosis/genetics , Cardiovascular Diseases/epidemiology , Female , Humans , Incidence , Male , Mental Disorders/epidemiology , Sex Characteristics
3.
Hum Mol Genet ; 23(7): 1879-93, 2014 Apr 01.
Article in English | MEDLINE | ID: mdl-24234654

ABSTRACT

Homozygosity for a common null polymorphism (R577X) in the ACTN3 gene results in the absence of the fast fibre-specific protein, α-actinin-3 in ∼16% of humans worldwide. α-Actinin-3 deficiency is detrimental to optimal sprint performance and benefits endurance performance in elite athletes. In the general population, α-actinin-3 deficiency is associated with reduced muscle mass, strength and fast muscle fibre area, and poorer muscle function with age. The Actn3 knock-out (KO) mouse model mimics the human phenotype, with fast fibres showing a shift towards slow/oxidative metabolism without a change in myosin heavy chain (MyHC) isoform. We have recently shown that these changes are attributable to increased activity of the calcineurin-dependent signalling pathway in α-actinin-3 deficient muscle, resulting in enhanced response to exercise training. This led us to hypothesize that the Actn3 genotype influences muscle adaptation to disuse, irrespective of neural innervation. Separate cohorts of KO and wild-type mice underwent 2 weeks immobilization and 2 and 8 weeks of denervation. Absence of α-actinin-3 resulted in reduced atrophic response and altered adaptation to disuse, as measured by a change in MyHC isoform. KO mice had a lower threshold to switch from the predominantly fast to a slower muscle phenotype (in response to immobilization) and a higher threshold to switch to a faster muscle phenotype (in response to denervation). We propose that this change is mediated through baseline alterations in the calcineurin signalling pathway of Actn3 KO muscle. Our findings have important implications for understanding individual responses to muscle disuse/disease and training in the general population.


Subject(s)
Actinin/deficiency , Calcineurin/metabolism , Muscle Fibers, Fast-Twitch/physiology , Muscle Strength/genetics , Muscle, Skeletal/metabolism , Muscular Atrophy/genetics , Actinin/genetics , Adult , Aged , Aged, 80 and over , Animals , Athletic Performance , Denervation , Energy Metabolism/genetics , Female , Hindlimb Suspension , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Middle Aged , Muscle, Skeletal/innervation , Muscle, Skeletal/physiology , Muscular Diseases/genetics , Myosin Heavy Chains/genetics , Physical Conditioning, Animal , Polymorphism, Single Nucleotide , Protein Isoforms , Signal Transduction/genetics , Young Adult
4.
Talanta ; 15(11): 1205-16, 1968 Nov.
Article in English | MEDLINE | ID: mdl-18960424

ABSTRACT

An X-ray milliprobe analyser has been built and its performance and usefulness evaluated. The instrument consists of a fluorescent X-ray spectrometer in which the primary X-ray beam from the sealed-off tube is collimated so that only a small area on the specimen, 0.3 or 1 mm in diameter, is irradiated. The large loss in intensity of the fluorescent X-rays is offset to some extent by the use of a focussing curved-crystal analyser. The usefulness of the instrument has been greatly increased by the incorporation of an automatic raster scanning motion in the sample holder, and of a similar motion in a colour-film holder which moves across a light beam. The colour of this beam is altered according to the measured concentration of the element, so that a coloured mosaic picture of its distribution is built up. The limits of detection of a wide range of elements are in the range 200-2000 ppm for the rather short counting period of 10 sec per point which is necessary when scanning a large area.

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