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
Dravet syndrome is a severe form of epilepsy. It is a rare genetic disorder that affects an estimated 1 in every 20,000–40,000 births.
PME accounts for less than 1% of epilepsy cases at specialist centres. The incidence and prevalence of PME is unknown, but there are considerable geography and ethnic variations amongst the specific genetic disorders. One cause, Unverricht Lundborg Disease, has an incidence of at least 1:20,000 in Finland.
Seizure frequency is reduced to four to six seizures per year. By this time, they are mentally and physically incapable to live without assistance due to the total mental degradation. Life expectancy is at least 50 years of age, which is shorter than the average worldwide age of 70.
Life expectancy is only moderately affected by NE because the rate of disease progression is slow. Patients usually survive past 40-50 years of age.
Several conditions can cause progressive myoclonic epilepsy.
- Unverricht-Lundborg disease (Baltic myclonus)
- Myoclonus epilepsy and ragged red fibres (MERRF syndrome)
- Lafora disease
- Neuronal ceroid lipofuscinoses
- Sialidosis
- Dentatorubropallidoluysian atrophy (DRPLA)
- Noninfantile neuronopathic form of Gaucher disease
- Tetrahydrobiopterin deficiencies
- Alpers disease
- Juvenile Huntington disease
- Niemann-Pick disease type C
Seizures in Dravet syndrome can be difficult to manage but may be reduced by anticonvulsant medications such as clobazam, stiripentol, topiramate and valproate. Because the course of the disorder varies from individual to individual, treatment protocols may vary. A diet high in fats and low in carbohydrates may also be beneficial, known as a ketogenic diet. Although diet adjustment can help, it does not eliminate the symptoms. Until a better form of treatment or cure is discovered, those with this disease will have myoclonic epilepsy for the rest of their lives.
Certain anticonvulsant drugs that are classed as Sodium Channel Blockers are now known to make seizures worse in most Dravet patients. These drugs include carbamazepine, gabapentin, lamotrigine, and phenytoin.
Treatments include cognitive rehabilitation through psychomotor and speech therapy. In addition, valproate is often administered to prevent recurrence of febrile seizures and benzodiazapine is used for long lasting seizures, but these treatments are usually insufficient.
Stiripentol was the only drug for which a double-blind placebo trial was performed and this drug showed efficacy in trials. It acts as a GABAergic agent and as a positive allosteric modulator of GABA receptor. Stiripentol, can improve focal refractory epilepsy, as well as Dravet's syndrome, supplemented with clobazam and valproate was approved in Europe in 2007 as a therapy for Dravet syndrome and has been found to reduce overall seizure rate by 70%. In cases with more drug resistant seizures, topiramate and the ketogenic diet are used as alternative treatments.
Cannabidiol (CBD) has received orphan drug status in the United States, for treatment of Dravet syndrome which will allow it to be studied.
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.
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.
In most cases, PED is familial, but can also be sporadic. In familial cases, pedigrees examined have shown PED to be an autosomal-dominant inheritance trait. PED also has been associated with Parkinson's disease, epilepsy and migraines, although the exact relationship between these is unknown.
A suspected contributor to familial PED is a mutation in the GLUT1 gene, SLC2A1, which codes for the transporter GLUT1, a protein responsible for glucose entry across the blood–brain barrier. It is not thought that the mutation causes a complete loss of function of the protein but rather only slightly reduces the transporter's activity. In a study of PED patients, a median CSF/blood glucose ratio of .52 compared to a normal .60 was found. In addition, reduced glucose uptake by mutated transporters compared with wild-type in Xenopus oocytes confirmed a pathogenic role of these mutations.
Another recent study was performed to continue to look at the possible connection between PED and mutations on the SLC2A1 gene which codes for the GLUT1 transporter. While PED can occur in isolation it was also noted that it occurs in association with epilepsy as well. In this study the genetics of a five-generation family with history of PED and epilepsy were evaluated. From the results it was noted that most of the mutations were due to frameshift and missense mutations. When looking at homologous GLUT1 transporters in other species it was noted that serine (position 95), valine (position 140), and asparagine (position 317) were highly conserved and therefore mutations in these residues would most likely be pathogenic. Therefore, these are areas of interest when looking at what could lead to PED.All mutations that were observed appeared to only affect the ability of GLUT1 to transport glucose and not the ability for it to be inserted in the membrane. The observed maximum transport velocity of glucose was reduced anywhere from 3 to 10 fold.
A study was performed to determine if the mutation known for the PNKD locus on chromosome 2q33-35 was the cause of PED. In addition, other loci were observed such as the familial hemiplegic migraine (FHM) locus on chromosome 19p, or the familial infantile convulsions and paroxysmal choreoathetosis (ICCA). All three of these suspected regions were found to not contain any mutations, and were therefore ruled out as possible candidates for a cause of PED.
Several treatment methods have been determined exclusively for women with catamenial epilepsy. A great majority of these therapies include progestagens (naturally occurring) or progestins (synthetic progestagen). Drug interactions are an important factor when using progesterone therapy, as many antiseizure medications augment hepatic metabolism of gonadal steroids, and increase serum protein binding to hormones. There are many unfortunate side effects frequently seen in progesterone therapy usage, including vaginal dryness, dyspareunia, osteoporosis, and cardiovascular disease.
- "Cyclic progesterone therapy" supplements the patient with natural progesterone during the luteal phase when progesterone is normally low, and gradually reduces the supplementation premenstrually.
- "Suppressive progestin therapy" intends to suppress the menstrual cycle entirely by using injectable progestins or gonadotropin-releasing hormones (GnRH). GnRH basically mimics an ovary-free environment in the female, which is characteristic of the lack of menstrual cycle during menopause.
Episodic ataxia (EA) is an autosomal dominant disorder characterized by sporadic bouts of ataxia (severe discoordination) with or without myokymia (continuous muscle movement). There are seven types recognised but the majority are due to two recognized entities. Ataxia can be provoked by stress, startle, or heavy exertion such as exercise. Symptoms can first appear in infancy. There are at least 6 loci for EA, of which 4 are known genes. Some patients with EA also have migraine or progressive cerebellar degenerative disorders, symptomatic of either familial hemiplegic migraine or spinocerebellar ataxia. Some patients respond to acetazolamide though others do not.
While SSADH deficiency has been studied for nearly 30 years, knowledge of the disorder and its pathophysiology remains unclear. However, the progress that has been made with both murine and human models of the disorder have provided a lot of insights into how the disease manifests itself and what more can be done in terms of therapeutic interventions. Much of the current research into SSADH has been led by a dedicated team of physicians and scientists, including Phillip L. Pearl, MD of the Boston Children's Hospital at Harvard Medical School and K. Michael Gibson, PhD of Washington State University College of Pharmacy. Both have contributed significant efforts to finding appropriate therapies for SSADH deficiency and have specifically spent most of their recent efforts into understanding the efficacy of the ketogenic diet for patients with SSADH deficiency. In addition, a lot of the research that was published in 2007 examined the pathogenesis for the disorder by examining the role of oxidative stress on tissues in various cerebral structures of Aldh5a1-/- mice.
Ultimately, the metabolic pathway of SSADH deficiency is known, but how the enzyme deficiency and accumulation of GABA and GHB contribute to the clinical phenotype is not. For the future however, treatment strategies should focus on both decreasing the total production of GHB and increasing the total concentration of GABA and further assessing whether the effects of these changes influences the neurological manifestations seen in patients afflicted with SSADH deficiency.
Response to treatment is variable and the long-term and functional outcome is unknown. To provide a basis for improving the understanding of the epidemiology, genotype/phenotype correlation and outcome of these diseases their impact on the quality of life of patients, and for evaluating diagnostic and therapeutic strategies a patient registry was established by the noncommercial International Working Group on Neurotransmitter Related Disorders (iNTD).
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.
During prolonged periods of fasting, ketone bodies serve as the primary energy source for the brain. In 2006, Henderson et al. showed that there is a therapeutic effect of maintaining a ketogenic diet – a diet consisting of high fat/low carbohydrate meals – in children with epilepsy. Ketogenic diets have also been shown to have some neuroprotective effects in models of Parkinson's disease and hypoxia as well. In a recent study conducted at the Hospital for Sick Children in Canada in 2007, researchers found that a ketogenic diet prolonged the lifespan of Aldh5a1-/- mice by greater than 300%, along with the normalization of ataxia and some improvement in various seizure types seen in SSADH deficient murine models. These effects were in conjunction with "...a significant restoration of GABAergic synaptic activity and region-specific restoration of GABA receptor associated chloride channel binding." Ultimately, the data seen in the study indicated that a ketogenic diet may work in its ability to restore GABAergic inhibition. But further studies on murine models need to be conducted, ultimately leading to the possibility of conducting a controlled study on humans afflicted with the disorder.
There is speculation that a ketogenic diet may be harmful for humans with SSADH deficiency as it may cause elevated levels of GHB in the bloodstream.
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.
Also known as periodic vestibulocerebellar ataxia, type-4 episodic ataxia (EA4) is an extremely rare form of episodic ataxia differentiated from other forms by onset in the third to sixth generation of life, defective smooth pursuit and gaze-evoked nystagmus. Patients also present with vertigo and ataxia. There are only two known families with EA4, both located in North Carolina. The locus for EA4 is unknown.
The disease is named after Gonzalo Rodríguez Lafora (1886–1971), a Spanish neuropathologist who first recognized small inclusion bodies in Lafora patients. Since the discovery of Lafora Disease in early to mid 1900's there has not been too much research into it, until more recent years.
Recent research is looking into how inhibition of glycogen synthesis, since increased glucose uptake causes increased glycogen, could potentially stop the formation of the Lafora Bodies in neurons in laforin-deficient mice models while also reducing the chances of seizures. The adipocyte hormone Leptin is what this research targeted by blocking the leptin signaling to reduce glucose uptake and stop Lafora bodies from forming.
Other researchers are looking into the ways in which Lafora bodies are being regulated at the level of gene expression. There is specific research looking into how Laforin, a glycogen dephosphatase, gene expression is potentially being downregulated or mutations are arising in the DNA in LD allowing more phosphates to be present helping to render glycogen insoluble.
During the past two years (2015-2017), researchers in U.S., Canada, and Europe have formed the (LECI) Lafora Epilepsy Cure Initiative to try and find a cure for Lafora Disease with funding from the National Institutes of Health (NIH) led by Dr. Matthew Gentry at the University of Kentucky. Since researchers have found the two genes that cause LD, they are currently aiming to interrupt the process of how these mutations in those genes interfere with normal carbohydrate metabolism in mice models. They predict they will have one or more drugs ready for human clinical trials within the next few years.
Wernicke's encephalopathy has classically been thought of as a disease solely of alcoholics, but it is also found in the chronically undernourished, and in recent years had been discovered post bariatric surgery. Without being exhaustive, the documented causes of Wernicke's encephalopathy have included:
- pancreatitis, liver dysfunction, chronic diarrhea, celiac disease, Crohn's disease, uremia, thyrotoxicosis
- vomiting, hyperemesis gravidarum, malabsorption, gastrointestinal surgery or diseases
- incomplete parenteral nutrition, starvation/fasting
- chemotherapy, renal dialysis, diuretic therapy, stem cell/marrow transplantation
- cancer, AIDS, Creutzfeldt–Jakob disease, febrile infections
- this disease may even occur in some people with normal, or even high blood thiamine levels, are people with deficiencies in intracellular transport of this vitamin. Selected genetic mutations, including presence of the X-linked transketolase-like 1 gene, SLC19A2 thiamine transporter protein mutations, and the aldehyde dehydrogenase-2 gene, which may predispose to alcoholism. The APOE epsilon-4 allele, involved in Alzheimer's disease, may increase the chance of developing neurological symptoms.
Korsakoff's syndrome, characterised by memory impairment, confabulation, confusion and personality changes, has a strong and recognised link with WE. A very high percentage of patients with Wernicke-Korsakoff syndrome also have peripheral neuropathy, and many alcoholics have this neuropathy without other neurologic signs or symptoms. Korsakoff´s occurs much more frequently in WE due to chronic alcoholism. It is uncommon among those who do not consume alcohol abusively. Up to 80% of WE patients who abuse alcohol develop Korsakoff's syndrome. In Korsakoff's, is usually observed atrophy of the thalamus and the mammillary bodies, and frontal lobe involvement. In a study, half of Wernicke-Korsakoff cases had good recovery from the amnesic state, which may take from 2 months to 10 years.
The prognosis is very poor. Two studies reported typical age of deaths in infancy or early childhood, with the first reporting a median age of death of 2.6 for boys and less than 1 month for girls.
A 2006 study of 279 patients found that of those with symptoms (185, 66%), 95% had suffered an encephalopathic crises usually with following brain damage. Of the persons in the study, 49 children died and the median age of death was 6.6 years. A Kaplan-Meier analysis of the data estimated that about 50% of symptomatic cases would die by the age of 25.
For women with phenylketonuria, it is important for the health of their children to maintain low Phe levels before and during pregnancy. Though the developing fetus may only be a carrier of the PKU gene, the intrauterine environment can have very high levels of phenylalanine, which can cross the placenta. The child may develop congenital heart disease, growth retardation, microcephaly and intellectual disability as a result. PKU-affected women themselves are not at risk of additional complications during pregnancy.
In most countries, women with PKU who wish to have children are advised to lower their blood Phe levels (typically to between 2 and 6 mg/dL) before they become pregnant, and carefully control their levels throughout the pregnancy. This is achieved by performing regular blood tests and adhering very strictly to a diet, in general monitored on a day-to-day basis by a specialist metabolic dietitian. In many cases, as the fetus' liver begins to develop and produce PAH normally, the mother's blood Phe levels will drop, requiring an increased intake to remain within the safe range of 2–6 mg/dL. The mother's daily Phe intake may double or even triple by the end of the pregnancy, as a result. When maternal blood Phe levels fall below 2 mg/dL, anecdotal reports indicate that the mothers may suffer adverse effects, including headaches, nausea, hair loss, and general malaise. When low phenylalanine levels are maintained for the duration of pregnancy, there are no elevated levels of risk of birth defects compared with a baby born to a non-PKU mother.
Histidinemia is a rare autosomal recessive disorder. However, histidinemia is considered the most prevalent inborn error of metabolism with a reported incidence of 1:8600 (Quebec); 1:180,000 (New York) and 1:9600 (Japan); and an average of 1:12,000 observed in the neonatal screening of over 20 million newborns.
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.