Made by DATEXIS (Data Science and Text-based Information Systems) at Beuth University of Applied Sciences Berlin
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)
Funded by The Federal Ministry for Economic Affairs and Energy; Grant: 01MD19013D, Smart-MD Project, Digital Technologies
In the early stages, it can be difficult to distinguish progressive myoclonic epilepsy from benign idiopathic generalised epilepsies, such as juvenile myoclonic epilepsy. With PME, the initial effectiveness of anticonvulsant treatment diminishes as seizures become more frequent and neurological decline progresses. However, these can also be signs of anticonvulsant intoxication. The myoclonus in PME is usually severe and is the prominent seizure type.
Myoclonic seizures involve brief involuntary muscle twitching, and may become frequent enough to be disabling. Tonic-clonic seizures have two phases: the tonic phase may last a few seconds and involves the muscles tensing, and may lead to the person falling down; the clonic phase involves a convulsion of rapidly alternating muscle tensing and relaxing. Neurological dysfunction includes difficulty coordinating muscle movements (ataxia) and a decline in cognitive ability (dementia).
Dravet syndrome has been characterized by prolonged febrile and non-febrile seizures within the first year of a child’s life. This disease progresses to other seizure types like myoclonic and partial seizures, psychomotor delay, and ataxia. It is characterized by cognitive impairment, behavioral disorders, and motor deficits. Behavioral deficits often include hyperactivity and impulsiveness, and in more rare cases, autistic-like behaviors. Dravet syndrome is also associated with sleep disorders including somnolence and insomnia. The seizures experienced by people with Dravet syndrome become worse as the patient ages since the disease is not very predictable when first diagnosed. This coupled with the range of severity differing between each individual diagnosed and the resistance of these seizures to drugs has made it challenging to develop treatments.
Dravet syndrome appears during the first year of life, often beginning around six months of age with frequent febrile seizures (fever-related seizures). Children with Dravet syndrome typically experience a lagged development of language and motor skills, hyperactivity and sleep difficulties, chronic infection, growth and balance issues, and difficulty relating to others. The effects of this disorder do not diminish over time, and children diagnosed with Dravet syndrome require fully committed caretakers with tremendous patience and the ability to closely monitor them.
Febrile seizures are divided into two categories known as simple and complex. A febrile seizure would be categorized as complex if it has occurred within 24 hours of another seizure or if it lasts longer than 15 minutes. A febrile seizure lasting less than 15 minutes would be considered simple. Sometimes modest hyperthermic stressors like physical exertion or a hot bath can provoke seizures in affected individuals. However, any seizure uninterrupted after 5 minutes, without a resumption of postictal (more normal; recovery-type; after-seizure) consciousness can lead to potentially fatal status epilepticus.
During puberty, seizure frequency increases to one to two times per week. Mental function has a rapid decline, as observed by a lack of coordination, failure to complete education, and fine motor activities. In rare cases, some suffered from loss of vision.
Northern Epilepsy Syndrome causes recurrent seizures between the ages of five to ten. These seizures, that may last up to 15 minutes, can be classified mostly as tonic-clonic, but partial seizures could also occur. The seizures commonly involve muscle rigidity, convulsions, and loss of consciousness. Generally, the recurrence is one to two times per month.
In the years following the onset of seizures, a noticeable decrease in intellectual capacity is observed.
According to the Dravet Syndrome Foundation, the diagnostic criteria for DS requires the patient to present with several of the following symptoms:
- Onset of seizures in the first year of life in an otherwise healthy infant
- Initial seizures are typically prolonged and are generalized or unilateral
- Presence of other seizure types (i.e. myoclonic seizures)
- Seizures associated with fever due to illness or vaccinations
- Seizures induced by prolonged exposure to warm temperatures
- Seizures in response to strong lighting or certain visual patterns
- Initially normal EEGs and later EEGs with slowing and severe generalized polyspikes
- Normal initial development followed by slow development during the first few years of life
- Some degree of hypotonia
- Unstable gait and balance issues
- Ankle pronation and flat feet and/or development of a crouched gait with age
ADNFLE is a partial epilepsy disorder characterized by brief violent seizures during sleep. Seizures are complex, consisting of arm and leg movements, fist clenching, and vocalizations such as yelling and moaning. These seizures often occur in clusters and can first manifest in childhood. Diagnosis is often initially incorrectly made as nightmares, night terrors, parasomnias and various psychiatric disorders.
Autosomal dominant nocturnal frontal lobe epilepsy (ADNFLE) is an epileptic disorder that causes frequent violent seizures during sleep. These seizures often involve complex motor movements, such as hand clenching, arm raising/lowering, and knee bending. Vocalizations such as shouting, moaning, or crying are also common. ADNFLE is often misdiagnosed as nightmares. Attacks often occur in clusters and typically first manifest in childhood. There are four known loci for ADNFLE, three with known causative genes. These genes, "CHRNA4", "CHRNB2", and "CHRNA2", encode various nicotinic acetylcholine receptor α and β subunits.
Symptoms of Lafora disease begin to develop during early adolescent years and symptoms progress to worsen as time passes. The first ten years of life there is generally no indication of the presence of the disease. The most common feature of Lafora disease is seizures that have been reported mainly as occipital seizures and myoclonic seizures with some cases of generalized tonic-clonic seizures, atypical absence seizures, and atonic and complex partial seizures. Other symptoms common with the seizures are drop attacks, ataxia, temporary blindness, visual hallucinations, and a quickly-developing and dramatic dementia.
Other common signs and symptoms associated with Lafora disease are behavioral changes because of the frequency of seizures. Over time those affected with Lafora disease have brain changes that cause things such as confusion, speech difficulties, depression, decline in intellectual function, and impaired judgement and memory. If area's of the cerebellum are affected by seizures then it is common to see issues with speech, coordination, and balance in Lafora patients.
For dogs that are affected with Lafora disease, common symptoms are rapid shuddering, shaking, or jerking of the canine's head backwards, high pitched vocalizations that could indicate the dog is panicking, seizures, and as the disease progresses dementia, blindness, and loss of balance.
Typically, episodic ataxia presents as bouts of ataxia induced by startle, stress, or exertion. Some patients also have continuous tremors of various motor groups, known as myokymia. Other patients have nystagmus, vertigo, tinnitus, diplopia or seizures.
Episodic ataxia type-3 (EA3) is similar to EA1 but often also presents with tinnitus and vertigo. Patients typically present with bouts of ataxia lasting less than 30 minutes and occurring once or twice daily. During attacks, they also have vertigo, nausea, vomiting, tinnitus and diplopia. These attacks are sometimes accompanied by headaches and precipitated by stress, fatigue, movement and arousal after sleep. Attacks generally begin in early childhood and last throughout the patients' lifetime. Acetazolamide administration has proved successful in some patients. As EA3 is extremely rare, there is currently no known causative gene. The locus for this disorder has been mapped to the long arm of chromosome 1 (1q42).
The symptoms of SSADH deficiency fall into three primary categories: neurological, psychiatric, and ocular. The most constant features seen are developmental delay, hypotonia and intellectual disability. Nearly half of patients seen manifest ataxia, behavior problems, seizures, and hyporeflexia.
The age of onset ranges from newborn period to 25 years. Problems unique to neonates can include prematurity, lethargy, decreased sucking, respiratory difficulty and hypoglycemia. Gastrointestinal symptoms have been seen primarily in this
population and are usually related to increased feeding.
Ocular problems related to the disorder include strabismus, nystagmus, retinitis, disc pallor, and oculomotor apraxia.
Over half of the patients with SSADH deficiency have seizures. These include absence, tonic clonic, and convulsive status epilepticus. It is unclear whether decreased levels of GABA or elevated levels of GHB are responsible for these seizures but alterations in these neurotransmitters and their receptor binding or neurotransmitter transport is hypothesized to play a role in the pathogenesis of the seizures in this population.
Symptoms associated with SSADH may be mild, moderate or severe and often vary greatly from case to case. The symptoms of SSADH are caused by the accumulation of GHB in the brain and include the following manifestations (Defined as: common, > 70% of patients; frequent 30-70% of patients;unusual, < 30% of patients):
Common manifestations include:
- Delayed gross motor development
- Delayed mental development
- Delayed fine motor skill development
- Delayed speech and language development
- Hypotonia
Frequent manifestations include:
- Seizures
- Hyporeflexia
- Ataxia
- Behavioral problems
- Hyperkinesis
Unusual manifestations include:
- Neonatal problems
- EEG abnormalities
- Psychoses
- MRI or X-ray computed tomography abnormalities
- Oculomotor apraxia
- Microcephaly
- Macrocephaly
- Hyperreflexia
- Somnolence
- Choreoathetosis
- Myopathy
Lafora disease, also called Lafora progressive myoclonic epilepsy or MELF, is a fatal autosomal recessive genetic disorder characterized by the presence of inclusion bodies, known as Lafora bodies, within the cytoplasm of the cells in the heart, liver, muscle, and skin. Lafora disease is also a neurodegenerative disease that causes impairment in the development of cerebral cortical neurons and it is a glycogen metabolism disorder.
Dogs can also have the condition. Typically Lafora is rare in American children but has a high occurrence in children from Southern European descent (Italy, France, Spain) and can also be found in children from South Asian countries (Pakistan, India) and even as far south as North Africa. As for canines, Lafora disease can spontaneously occur in any breed but the Miniature Wire Haired Dachshund, Bassett Hound, and the Beagle are predisposed to LD.
Most patients with this disease do not live past the age of twenty-five, and death within ten years of symptoms is usually inevitable. At present, there is no cure for this disease but there are ways to deal with symptoms through treatments and medications.
Episodes are relatively short-lived, lasting anywhere from 5–30 minutes, and in most cases disappear completely after cessation of the physical exercise. Most patients will experience 1 to 5 episodes per month, but some can have attacks daily. The muscles most often affected are usually in the legs and feet (75% of reported cases), but the upper body muscles such as the arms, face, neck, and trunk have also been observed to be affected during the episodes of dystonia. Age of onset is usually sometime in childhood, but can range from 1–30 years old. In one study it was found that the mean age of onset was around 8 years. Similarly in the study, the legs were the most common affected part of the body and the attacks were reported as stiffening and cramps by those affected.During an episode of PED patients find walking nearly impossible.Cerebral spinal fluid (CSF) analysis showed a two-fold increase of homovanillic acid and 5-hydroxyindoleacetic acid immediately following exercise compared to normal levels. This indicated that increased dopaminergic transmission could contribute to PED and other paroxysmal dyskinesias. Neurological examinations, EEG, and brain imaging are all normal in PED patients.
Paroxysmal exercise-induced dystonia or PED is a rare neurological disorder characterized by sudden, transient, involuntary movements, often including repetitive twisting motions and painful posturing triggered by exercise or other physical exertion. PED is in the class of paroxysmal dyskinesia which are a group of rare movement disorders characterized by attacks of hyperkinesia with intact consciousness. The term paroxysmal indicates that the episodes are sudden and short lived and usually unpredicted, and return to normal is rapid. The number of reported cases of people with PED is very small leading to difficulty in studying and classifying this disease and most studies are limited to a very small number of test subjects.
Depending on the location of the brain lesion different symptoms are more frequent:
- Brainstem tegmentum. - Ocular: pupillary changes. Extraocular muscle palsy; gaze palsy: nystagmus.
- Hypothalamus. Medulla: dorsal nuc. of vagus. - Autonomic dysfunct.: temperature; cardiocirculatory; respiratory.
- Medulla: vestibular region. Cerebellum. - Ataxia.
- Dorsomedial nuc. of thalamus. Mammillary bodies. - Amnestic syndrome for recent memory.
Mamillary lesion are characteristic-small petechial hemorrhages are found.
- Diffuse cerebral dysfunction.- Altered cognition: global confusional state.
- Brainstem: periaqueductal gray.- Reduction of consciousness
- Hypothalamic lesions may also affect the immune system, which is known in alcohol abusers, causing dysplasias and infections.
Succinic semialdehyde dehydrogenase deficiency (SSADHD), also known as 4-hydroxybutyric aciduria or gamma-hydroxybutyric aciduria, is a rare autosomal recessive disorder of the degradation pathway of the inhibitory neurotransmitter γ-aminobutyric acid, or GABA. The disorder has been identified in approximately 350 families, with a significant proportion being consanguineous families. The first case was identified in 1981 and published in a Dutch clinical chemistry journal that highlighted a person with a number of neurological conditions such as delayed intellectual, motor, speech, and language as the most common manifestations. Later cases reported in the early 1990s began to show that hypotonia, hyporeflexia, seizures, and a nonprogressive ataxia were frequent clinical features as well.
SSADH deficiency is caused by an enzyme deficiency in GABA degradation. Under normal conditions, SSADH works with the enzyme GABA transaminase to convert GABA to succinic acid. Succinic acid can then be utilized for energy production via the Krebs cycle. However, because of the deficiency, the final intermediate of the GABA degradation pathway, succinic semialdehyde, accumulates and cannot be oxidized to succinic acid and is therefore reduced to gamma-hydroxybutyric acid (GHB) by gamma-hydroxybutyric dehydrogenase. This causes elevations in GHB and is believed to be the trademark of this disorder and cause for the neurological manifestations seen.
It typically presents as a severe encephalopathy with myoclonic seizures, is rapidly progressive and eventually results in respiratory arrest.Standard evaluation for inborn errors of metabolism and other causes of this presentation does not reveal any abnormality (no acidosis, no hypoglycaemia, or hyperammonaemia and no other organ affected). Pronounced and sustained hiccups in an encephalopathic infant have been described as a typical observation in non-ketotic hyperglycinaemia.
The classic triad of symptoms found in Wernicke's encephalopathy is:
- ophthalmoplegia (later expanded to other eye movement abnormalities, most commonly affecting the lateral rectus or any eye sign. Lateral nystagmus is most commonly seen although lateral rectus palsy, usually bilateral, may be seen).
- ataxia (later expanded to imbalance or any cerebellar signs)
- confusion (later expanded to other mental changes. Has 82% incidence in diagnosis cases)
However, in actuality, only a small percentage of patients experience all three symptoms, and the full triad occurs more frequently among those who have overused alcohol.
Also a much more diverse range of symptoms has been found in patients with this condition, including:
- pupillary changes, retinal hemorrhage, papilledema, impaired vision and hearing, vision loss
- hearing loss,
- fatigability, apathy, irritability, drowsiness, psycho and/or motor slowing
- dysphagia, blush, sleep apnea, epilepsy and stupor
- lactic acidosis
- memory impairment, amnesia, depression, psychosis
- hypothermia, polyneuropathy, hyperhidrosis.
Although hypothermia is usually diagnosed with a body temperature of 35 °C / 95° Fahrenheit, or less, incipient cooling caused by deregulation in the CNS needs to be monitored because it can promote the development of an infection. The patient may report feeling cold, followed by mild chills, cold skin, moderate pallor, tachycardia, hypertension, tremor or piloerection. External warming techniques are advised to prevent hypothermia.
Among the frequently altered functions are the cardio circulatory. There may be tachycardia, dyspnea, chest pain, orthostatic hypotension, changes in heart rate and blood pressure. The lack of thiamine sometimes affects other major energy consumers, the myocardium, and also patients may have developed cardiomegaly. Heart failure with lactic acidosis syndrome has been observed. Cardiac abnormalities are an aspect of the WE, which was not included in the traditional approach, and are not classified as a separate disease.
Infections have been pointed out as one of the most frequent triggers of death in WE. Furthermore, infections are usually present in pediatric cases.
In the last stage others symptoms may occur: hyperthermia, increased muscle tone, spastic paralysis, choreic dyskinesias and coma.
Because of the frequent involvement of heart, eyes and peripheral nervous system, several authors prefer to call it Wernicke disease rather than simply encephalopathy.
Early symptoms are nonspecific, and it has been stated that WE may present nonspecific findings. In Wernicke Korsakoff’s syndrome some single symptoms are present in about one-third.
Glycine encephalopathy (also known as non-ketotic hyperglycinemia or NKH) is a rare autosomal recessive disorder of glycine metabolism. After phenylketonuria, glycine encephalopathy is the second most common disorder of amino acid metabolism. The disease is caused by defects in the glycine cleavage system, an enzyme responsible for glycine catabolism. There are several forms of the disease, with varying severity of symptoms and time of onset. The symptoms are exclusively neurological in nature, and clinically this disorder is characterized by abnormally high levels of the amino acid glycine in bodily fluids and tissues, especially the cerebral spinal fluid.
Glycine encephalopathy is sometimes referred to as "nonketotic hyperglycinemia" (NKH), as a reference to the biochemical findings seen in patients with the disorder, and to distinguish it from the disorders that cause "ketotic hyperglycinemia" (seen in propionic acidemia and several other inherited metabolic disorders). To avoid confusion, the term "glycine encephalopathy" is often used, as this term more accurately describes the clinical symptoms of the disorder.
The use of hormone replacement therapy (HRT), to lessen the effects of menopause, has shown severe negative effects on the seizure patterns of women with catamenial epilepsy. During perimenopause, women with catamenial epilepsy generally experience an increase in seizure frequency, and HRT use does not change this likelihood. However HRT use after perimenopause has been significantly associated with an increase in seizure frequency and severity. Women progressing through peri- and post-menopause using HRT may be in greater need of anticonvulsant medication monitoring to maintain or reduce seizure occurrence. These same results have not been seen in laboratory counterparts. Adult female rats that have been ovariectomized, a parallel state to menopause, show increased seizure frequency overall. There are, however, several factors that could explain this difference, including ovariectomized rats do not have the analogous brain hormones milieu as menopausal women. Several studies following HRT use in women with catamenial epilepsy have demonstrated more influencable data than animal models, in this case.
Among the signs and symptoms of adenylosuccinate lyase deficiency are the following:
- Aggressive behavior
- Microcephaly
- Autism
- Brachycephaly
- Mild Cerebellar hypoplasia
- Seizures
Epilepsy is a chronic neurological condition characterized by recurrent seizures. Catamenial epilepsy is a subset of epilepsy, which includes women whose seizures are exacerbated by their menstrual cycle. Women with catamenial epilepsy are unusually sensitive to endogenous hormonal changes. This seizure exacerbation has a statistically significant positive correlation to serum estradiol/estrogen levels and ratios.
Since at least the Greek times, there has been documented study of women with epilepsy and its correlation to the menstrual cycle. These patterns can easily be seen by charting out menses against seizure occurrence and type.
The only symptoms seen consistently in all 24 diagnosed cases are epilepsy, amelogenesis imperfecta in both primary and secondary teeth, and developmental delay. All symptoms experienced are experienced in varying degrees across each case.
There are some physical symptoms that have been associated with KTS. The most prominent symptom is amelogenesis imperfecta which gives the teeth a stained brown-yellow color. The enamel is thin, rough, and prone to crumbling. Two types of amelogenesis imperfecta (AI) have been seen in KTS patients. The first is Hypoplastic which is caused by the enamel being underdeveloped, and the second is hypo-calcified which causes the enamel to be soft and chalky. AI originated as a heterogeneous syndrome but has been observed as homogeneous in the case of KTS. Other physical symptoms that some cases have presented with include broad thumbs and toes, microcephaly, coarse hair, mildly asymmetric skull, up slanting palpebral fissures which is where the outside corners of the eyes are higher than normal, and smooth philtrum which is where the upper lip does not have a dip in the center.
KTS also presents itself with symptoms that affect the patient's ability to function. To varying degrees, patients either do not develop or have under developed language skills as well as under developed ambulance which is the ability to move around. Patients also present with global developmental delay. The severity of these symptoms is correlated with the intensity, frequency, and age of onset of the patient's epilepsy as well as their responsiveness to treatment for the epileptic attacks. In some severe cases, patients develop spastic tetraplegia which is the loss of function in all four limbs.
The extreme variability of symptoms was well represented in one family with 5 affected children. The first child was in a vegetative state and died at age 2. The second child showed psychomotor developmental delay at 1 month old, and epilepsy unresponsive to treatment at 9 months old. This child was also nonverbal and non ambulant. The third child's epilepsy was responsive to treatment and was ambulant, but she had an intellectual disability and only slight verbal abilities. The fourth child demonstrated developmental delay at age 6 months and had epileptic attacks that were only partially responsive to treatment. This child was non verbal and awkwardly ambulant. The fifth child was ambulant, but nonverbal and had epilepsy that was partially responsive to treatment. This variation has been seen across other cases of KTS as well.
Babies with glutaric acidemia type 1 often are born with unusually large heads (macrocephaly). Macrocephaly is amongst the earliest signs of GA1. It is thus important to investigate all cases of macrocephaly of unknown origins for GCDH deficiency, given the importance of the early diagnosis of GA1.
Macrocephaly is a "pivotal clinical sign" of many neurological diseases. Physicians and parents should be aware of the benefits of investigating for an underlying neurological disorder, particularly a neurometabolic one, in children with head circumferences in the highest percentiles.