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Deep Learning Technology: Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers and Alexander Löser. Learning Contextualized Document Representations for Healthcare Answer Retrieval. The Web Conference 2020 (WWW'20)
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Currently, no research has shown a higher prevalence of most leukodsytrophy types in any one place around the world. There is, however, a higher prevalence of the Canavan disease in the Jewish population for unknown reasons. 1 in 40 individuals of Ashkenazi Jewish descent are carriers of Canavan disease. This estimates to roughly 2.5%. Additionally, due to an autosomal recessive inheritance patterns, there is no significant difference found between affected males and affected females for most types of leukodystrophy including, but not limited to, metachromatic leukodystrophy, Krabbe disease, Canavan disease, and Alexander disease. The one exception to this is any type of leukodystrophy carried on a sex chromosome, such as X-linked adrenoleukodystrophy, which is carried on the X-chromosome. Because of the inheritance pattern of X-linked diseases, males are more often affected by this type of leukodystrophy, although female carriers are often symptomatic, though not as severely so as males. To date, there have been no found cases of a leukodystrophy carried on the Y chromosome.
Specific types of leukodystrophies include the following with their respective ICD-10 codes when available:
- (E71.3) Adrenomyeloneuropathy
- (E75.2) Alexander disease
- (E75.5) Cerebrotendineous xanthomatosis
- Hereditary CNS demyelinating disease
- (E75.2) Krabbe disease
- (E75.2) Metachromatic leukodystrophy
- (E75.2) Pelizaeus–Merzbacher disease
- (E75.2) Canavan disease
- (G93.49) Leukoencephalopathy with vanishing white matter
- (E71.3) Adrenoleukodystrophy
- (G60.1) Refsum disease
HDL1 is an unusual, autosomal dominant familial prion disease. Only described in one family, it is caused by an eight-octapeptide repeat insertion in the "PRNP" gene. More broadly, inherited prion diseases in general can mimic HD.
Other neurogenetic disorders can cause an HD-like or HD phenocopy syndrome but are not solely defined as HDL syndromes. The commonest is spinocerebellar ataxia type 17 (SCA-17), occasionally called HDL-4. Others include mutations in "C9orf72", spinocerebellar ataxias type 1 and 3, neuroacanthocytosis, dentatorubral-pallidoluysian atrophy (DRPLA), brain iron accumulation disorders, Wilson's disease, benign hereditary chorea, Friedreich's ataxia, mitochondrial disease.
A Huntington's disease-like presentation may also be caused by acquired causes.
By age 3 about 30% of rats have had cancer, whereas by age 85 about 30% of humans have had cancer. Humans, dogs and rabbits get Alzheimer's disease, but rodents do not. Elderly rodents typically die of cancer or kidney disease, but not of cardiovascular disease. In humans, the relative incidence of cancer increases exponentially with age for most cancers, but levels off or may even decline by age 60–75 (although colon/rectal cancer continues to increase).
People with the so-called segmental progerias are vulnerable to different sets of diseases. Those with Werner's syndrome suffer from osteoporosis, cataracts and cardiovascular disease, but not neurodegeneration or Alzheimer's disease; those with Down syndrome suffer type 2 diabetes and Alzheimer's disease, but not high blood pressure, osteoporosis or cataracts. In Bloom syndrome, those afflicted most often die of cancer.
Upington disease, also called Perthes-like hip disease, enchondromata, ecchondromata, and familial dyschondroplasia, is an extremely rare autosomal dominant malformation disorder. It has only one published source claiming its existence in three generations of one family from South Africa.
An aging-associated disease is a disease that is most often seen with increasing frequency with increasing senescence. Essentially, aging-associated diseases are complications arising from senescence. Age-associated diseases are to be distinguished from the aging process itself because all adult animals age, save for a few rare exceptions, but not all adult animals experience all age-associated diseases. Aging-associated diseases do not refer to age-specific diseases, such as the childhood diseases chicken pox and measles. "Aging-associated disease" is used here to mean "diseases of the elderly". Nor should aging-associated diseases be confused with accelerated aging diseases, all of which are genetic disorders.
Examples of aging-associated diseases are atherosclerosis and cardiovascular disease, cancer, arthritis, cataracts, osteoporosis, type 2 diabetes, hypertension and Alzheimer's disease. The incidence of all of these diseases increases rapidly with aging (increases exponentially with age, in the case of cancer).
Of the roughly 150,000 people who die each day across the globe, about two thirds—100,000 per day—die of age-related causes. In industrialized nations, the proportion is higher, reaching 90%.
Pelizaeus–Merzbacher disease (PMD) is a rare central nervous system disorder in which coordination, motor abilities, and intellectual function are delayed to variable extents.
Upington disease is inherited in an autosomal dominant manner. This means the defective gene is located on an autosome, and one copy of the defective gene is sufficient to cause the disorder, when inherited from a parent who has the disorder.
The disease is one in a group of genetic disorders collectively known as leukodystrophies that affect growth of the myelin sheath, the fatty covering—which acts as an insulator—on nerve fibers in the CNS. PMD is generally caused by a recessive mutation of the gene on the long arm of the X-chromosome (Xq21-22) that codes for a myelin protein called proteolipid protein 1 or PLP1.
The onset of Pelizaeus–Merzbacher disease is usually in early infancy. The most characteristic early signs are nystagmus (rapid, involuntary, rhythmic motion of the eyes) and hypotonia (low muscle tone). Motor abilities are delayed or never acquired, mostly depending upon the severity of the mutation. Most children with PMD learn to understand language, and usually have some speech. Other signs may include tremor, lack of coordination, involuntary movements, weakness, unsteady gait, and over time, spasticity in legs and arms. Muscle contractures (shrinkage or shortening of a muscle) often occur over time. Mental functions may deteriorate. Some patients may have convulsions and skeletal deformation, such as scoliosis, resulting from abnormal muscular stress on bones.
There are several forms of Pelizaeus–Merzbacher disease including classic, connatal, transitional, and adult variants. The majority of disease-causing mutations result in duplications of the entire PLP1 gene. Interestingly, deletions at the PLP1 locus (which are rarer) cause a milder form of PMD than is observed with the typical duplication mutations, which demonstrates the critical importance of gene dosage at this locus for normal CNS function. Some of the remaining cases of PMD are accounted for by mutations in the gap junction A12 ("GJA12") gene, and are now called Pelizaeus-Merzbacher-like disease (PMLD). Other cases of apparent PMD do not have mutations in either the "PLP1" or "GJA12" genes, and are presumed to be caused either by mutations in other genes, or by mutations not detected by sequencing the "PLP1" gene exons and neighboring intronic regions of the gene. Among these is a new genetic disorder (discovered in 2003, 2004) which is caused by mutation in the transporter of thyroid hormone, MCT8, also known as SLC16A2, is believed to be account for a significant fraction of the undiagnosed neurological disorders (usually resulting in hypotonic/floppy infants with delayed milestones). This genetic defect was known as Allan–Herndon–Dudley syndrome (since 1944) without knowing its actual cause. Some of the signs for this disorder are as follows: normal to slightly elevated TSH, elevated T and reduced T (ratio of T/T is about double its normal value). Normal looking at birth and for the first few years, hypotonic (floppy), in particular difficulty to hold the head, possibly difficulty to thrive, possibly with delayed myelination (if so, some cases are reported with an MRI pattern similar to Pelizaeus–Merzbacher disease, known as PMD,) possibly with decreased mitochondrial enzyme activities, possibly with fluctuating lactate level. Patients have an alert face, a limited IQ, patients may never talk/walk, 50% need feeding tube, patients have a normal life span. MCT8 can be ruled out with a simple TSH/T/T thyroid test.
Milder mutations of the "PLP1" gene that mainly cause leg weakness and spasticity, with little or no cerebral involvement, are classified as spastic paraplegia 2 (SPG2).
Ataxia was observed to last for about 8 weeks in the affected animals. The ultimate result is death of the infected animals.
Many other neurological conditions are associated with acanthocytosis but are not considered 'core' acanthocytosis syndromes. The commonest are:
- Pantothenate kinase-associated neurodegeneration, an autosomal recessive condition caused by mutations in "PANK2".
- Huntington's disease-like syndrome type 2, an autosomal dominant condition caused by mutations in "JPH3" that closely resembles Huntington's disease.
- Bassen-Kornzweig disease, or Bassen-Kornzweig Syndrome (see also History).
- Levine-Critchley syndrome (see History).
- Paroxysmal movement disorders associated with GLUT1 mutations.
- Familial acanthocytosis with paroxysmal exertion-induced dyskinesias and epilepsy (FAPED).
- Some cases of mitochondrial disease.
McLeod syndrome is an X-linked recessive disorder caused by mutations in the "XK" gene encoding the Kx blood type antigen, one of the Kell antigens.
Like the other neuroacanthocytosis syndromes, McLeod syndrome causes movement disorder, cognitive impairment and psychiatric symptoms. The particular features of McLeod syndrome are heart problems such as arrhythmia and dilated cardiomyopathy (enlarged heart).
McLeod syndrome is very rare. There are approximately 150 cases of McLeod syndrome worldwide. Because of its X-linked mode of inheritance, it is much more prevalent in males.
This disease was first reported in domestic cats within the United Kingdom in 1990. Since 1990, cases have been reported in other countries and other feline species in captivity have been reported to have contracted this disease.
Heterogeneous medical condition in medicine are those medical conditions which have several etiologies, like hepatitis or diabetes. Medical conditions are normally defined pathologically (liver inflammation) or clinically (excessive urination) and not etiologically, and therefore it is normal to have more than one cause for them. The word is used as an opposition to homogeneous, meaning that given a group of patients, the disease is the same for all of them.
When a condition is heterogeneous, it is normally divided in endotypes.
Though for the most of the cases these diseases are still idiopathic, recent researchs have found the causes for some of them, making them not idiopathic anymore. There are currently two identified auto-antibodies and a genetic variant. The autoantibodies are anti-AQP4 and anti-MOG so far and the genetic variant is a mutation in the gene NR1H3.
Inflammatory demyelinating diseases (IDDs), sometimes called Idiopathic (IIDDs) because the unknown etiology of some of them, and sometimes known as borderline forms of multiple sclerosis, is a collection of multiple sclerosis variants, sometimes considered different diseases, but considered by others to form a spectrum differing only in terms of chronicity, severity, and clinical course.
Multiple Sclerosis for some people is a syndrome more than a single disease. It can be considered among the acquired demyelinating syndromes with a multiphasic instead of monophasic behaviour. Multiple sclerosis also has a prodromal stage in which an unknown underlying condition, able to damage the brain, is present, but no lesion has still developed.
An endotype is a subtype of a condition, which is defined by a distinct functional or pathobiological mechanism. This is distinct from a phenotype, which is any observable characteristic or trait of a disease, such as morphology, development, biochemical or physiological properties, or behavior, without any implication of a mechanism. It is envisaged that patients with a specific endotype present themselves within phenotypic clusters of diseases.
One example is asthma, which is considered to be a syndrome, consisting of a series of endotypes. This is related to the concept of disease entity
Lichen ruber moniliformis is a rare skin disease named for Fred Wise and Charles R. Rein.
It is one of several diseases also known as Kaposi's disease, based on its characterization in 1886 by Moritz Kaposi.
It is thought to be a rare variety of lichen planus.It is also known as "Morbus moniliformis lichenoides".
X-linked recessive hypoparathyroidism is a rare, congenital form of hypoparathyroidism.
The Baggio–Yoshinari syndrome (BYS), formerly known as the Brazilian Lyme-like disease and Brazilian human borreliosis, is a disease transmitted by the "Amblyomma cajennense" tick, but the organism that causes the infection is still unknown. Clinical features resemble those of Lyme disease (LD).
Acrokeratosis verruciformis (also known as "Acrokeratosis verruciformis of Hopf" is a rare autosomal dominant disorder appearing at birth or in early childhood, characterized by skin lesions that are small, verrucous, flat papules resembling warts along with palmoplantar punctate keratoses and pits. However sporadic forms, whose less than 10 cases have been reported, presents at a later age, usually after the first decade and generally lack palmoplantar keratoses.
Whether acrokeratosis verruciformis and Darier disease are related or distinct entities has been controversial, like Darier's disease, it is associated with defects in the ATP2A2 gene. however the specific mutations found in the ATP2A2 gene in acrokeratosis verruciformis have never been found in Darier's disease.
This disease is named for its inheritance, which occurs in an x-linked recessive pattern.
Neuroborreliosis, also known as Lyme neuroborreliosis (LNB), is a disorder of the central nervous system. A neurological manifestation of Lyme disease, neuroborreliosis is caused by a systemic infection of spirochetes of the genus "Borrelia." Symptoms of the disease include erythema migrans and flu-like symptoms. The microbiological progression of the disease is similar to that of neurosyphilis, another spirochetal infection.
A number of diseases can produce symptoms similar to those of Lyme neuroborreliosis. They include:
- Alzheimer's disease
- Acute disseminated encephalomyelitis
- Viral meningitis
- Multiple sclerosis
- Bell's palsy
Neuroborreliosis presenting with symptoms consistent with amyotrophic lateral sclerosis has been described.
Diagnosis is determined by clinical examination of visible symptoms. Neuroborreliosis can also be diagnosed serologically to confirm clinical examination via western blot, ELISA, and PCR.