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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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Infant mortality is high for patients diagnosed with early onset; mortality can occur within less than 2 months, while children diagnosed with late-onset syndrome seem to have higher rates of survival. Patients suffering from a complete lesion of mut0 have not only the poorest outcome of those suffering from methylaonyl-CoA mutase deficiency, but also of all individuals suffering from any form of methylmalonic acidemia.
Glutathione synthetase deficiency is a rare autosomal recessive metabolic disorder that prevents the production of glutathione. Glutathione helps prevent damage to cells by neutralizing harmful molecules generated during energy production. Glutathione also plays a role in processing medications and cancer-causing compounds (carcinogens), and building DNA, proteins, and other important cellular components.
Methylmalonyl-CoA mutase is a mitochondrial homodimer apoenzyme (EC. 5. 4.99.2) that focuses on the catalysis of methylmalonyl CoA to succinyl CoA. The enzyme is bound to adenosylcobalamin, a hormonal derivative of vitamin B12 in order to function. Methylmalonyl-CoA mutase deficiency is caused by genetic defect in the MUT gene responsible for encoding the enzyme. Deficiency in this enzyme accounts for 60% of the cases of methylmalonic acidemia.
Glutathione synthetase deficiency can be classified into three types: mild, moderate and severe.
- "Mild" glutathione synthetase deficiency usually results in the destruction of red blood cells (hemolytic anemia). Rarely, affected people also excrete large amounts of a compound called 5-oxoproline (also called pyroglutamic acid, or pyroglutamate) in their urine (5-oxoprolinuria). This compound builds up when glutathione is not processed correctly in cells.
- Individuals with "moderate" glutathione synthetase deficiency may experience symptoms beginning shortly after birth including hemolytic anemia, 5-oxoprolinuria, and elevated acidity in the blood and tissues (metabolic acidosis).
- In addition to the features present in moderate glutathione synthetase deficiency, individuals affected by the "severe" form of this disorder may experience neurological symptoms. These problems may include seizures; a generalized slowing down of physical reactions, movements, and speech (psychomotor retardation); intellectual disability; and a loss of coordination (ataxia). Some people with severe glutathione synthetase deficiency also develop recurrent bacterial infections.[citation missing]
The prevalence of vitamin K deficiency varies by geographic region. For infants in the United States, vitamin K deficiency without bleeding may occur in as many as 50% of infants younger than 5 days old, with the classic hemorrhagic disease occurring in 0.25-1.7% of infants. Therefore, the Committee on Nutrition of the American Academy of Pediatrics recommends that 0.5 to 1.0 mg Vitamin K be administered to all newborns shortly after birth.
Postmenopausal and elderly women in Thailand have high risk of Vitamin K deficiency, compared with the normal value of young, reproductive females.
Current dosage recommendations for Vitamin K may be too low. The deposition of calcium in soft tissues, including arterial walls, is quite common, especially in those suffering from atherosclerosis, suggesting that Vitamin K deficiency is more common than previously thought.
Because colonic bacteria synthesize a significant portion of the Vitamin K required for human needs, individuals with disruptions to or insufficient amounts of these bacteria can be at risk for Vitamin K deficiency. Newborns, as mentioned above, fit into this category, as their colons are frequently not adequately colonized in the first five to seven days of life. (Consumption of the mother's milk can undo this temporary problem.) Another at-risk population comprises those individuals on any sort of long-term antibiotic therapy, as this can diminish the population of normal gut flora.
Menaquinone (vitamin K), but not phylloquinone (vitamin K), intake is associated with reduced risk of CHD mortality, all-cause mortality and severe aortic calcification.
Lactose is a disaccharide sugar composed of galactose and glucose that is found in milk. Lactose can not be absorbed by the intestine and needs to be split in the small intestine into galactose and glucose by the enzyme called lactase; unabsorbed lactose can cause abdominal pain, bloating, diarrhea, gas, and nausea.
In most mammals, production of lactase diminishes after infants are weaned from maternal milk. However, 5% to 90% of the human population possess an advantageous autosomal mutation in which lactase production persists after infancy. The geographic distribution of lactase persistence is concordant with areas of high milk intake. Lactase non-persistence is common in tropical and subtropical countries. Individuals with lactase non-persistency may experience nausea, bloating and diarrhea after ingesting dairy.
A vitamin deficiency can cause a disease or syndrome known as an avitaminosis or hypovitaminosis. This usually refers to a long-term deficiency of a vitamin. When caused by inadequate nutrition it can be classed as a "primary deficiency", and when due to an underlying disorder such as malabsorption it can be classed as a "secondary deficiency". An underlying disorder may be metabolic as in a defect converting tryptophan to niacin. It can also be the result of lifestyle choices including smoking and alcohol consumption.
Examples are vitamin A deficiency, folate deficiency, scurvy, vitamin D deficiency, vitamin E deficiency, and vitamin K deficiency. In the medical literature, any of these may also be called by names on the pattern of "hypovitaminosis" or "avitaminosis" + "[letter of vitamin]", for example, hypovitaminosis A, hypovitaminosis C, hypovitaminosis D.
Conversely hypervitaminosis is the syndrome of symptoms caused by over-retention of fat-soluble vitamins in the body.
- Vitamin A deficiency can cause keratomalacia.
- Thiamine (vitamin B1) deficiency causes beriberi and Wernicke–Korsakoff syndrome.
- Riboflavin (vitamin B2) deficiency causes ariboflavinosis.
- Niacin (vitamin B3) deficiency causes pellagra.
- Pantothenic acid (vitamin B5) deficiency causes chronic paresthesia.
- Vitamin B6
- Biotin (vitamin B7) deficiency negatively affects fertility and hair/skin growth. Deficiency can be caused by poor diet or genetic factors (such as mutations in the BTD gene, see multiple carboxylase deficiency).
- Folate (vitamin B9) deficiency is associated with numerous health problems. Fortification of certain foods with folate has drastically reduced the incidence of neural tube defects in countries where such fortification takes place. Deficiency can result from poor diet or genetic factors (such as mutations in the MTHFR gene that lead to compromised folate metabolism).
- Vitamin B12 (cobalamin) deficiency can lead to pernicious anemia, megaloblastic anemia, subacute combined degeneration of spinal cord, and methylmalonic acidemia among other conditions.
- Vitamin C (ascorbic acid) short-term deficiency can lead to weakness, weight loss and general aches and pains. Longer-term depletion may affect the connective tissue. Persistent vitamin C deficiency leads to scurvy.
- Vitamin D (cholecalciferol) deficiency is a known cause of rickets, and has been linked to numerous health problems.
- Vitamin E deficiency causes nerve problems due to poor conduction of electrical impulses along nerves due to changes in nerve membrane structure and function.
- Vitamin K (phylloquinone or menaquinone) deficiency causes impaired coagulation and has also been implicated in osteoporosis
Galactosemia, the inability to metabolize galactose in liver cells, is the most common monogenic disorder of carbohydrate metabolism, affecting 1 in every 55,000 newborns. When galactose in the body is not broken down, it accumulates in tissues. The most common signs are failure to thrive, hepatic insufficiency, cataracts and developmental delay. Long term disabilities include poor growth, mental retardation, and ovarian failure in females.
Galactosemia is caused by mutations in the gene that makes the enzyme galactose-1-phosphate uridylyltransferase. Approximately 70% of galactosemia-causing alleles have a single missense mutation in exon 6. A milder form of galactosemia, called Galactokinase deficiency, is caused a lack of the enzyme uridine diphosphate galactose-4-epimerase which breaks down a byproduct of galactose. This type of is associated with cataracts, but does not cause growth failure, mental retardation, or hepatic disease. Dietary reduction of galactose is also the treatment but not as severe as in patients with classical galactosemia. This deficiency can be systemic or limited to red blood cells and leukocytes.
Screening is performed by measuring GAL-1-P urydil transferase activity. Early identification affords prompt treatment, which consists largely of eliminating dietary galactose.
Studies indicate that persons with symptomatic haemochromatosis have somewhat reduced life expectancy compared to the general population. This is mainly due to excess mortality from cirrhosis and liver cancer. Patients who were treated with phlebotomy lived longer than those who weren't. Patients without liver disease or diabetes had similar survival rate to the general population.
Haemochromatosis (or hemochromatosis) type 1 is a hereditary disease characterized by excessive intestinal absorption of dietary iron resulting in a pathological increase in total body iron stores. Humans, like most animals, have no means to excrete excess iron.
Excess iron accumulates in tissues and organs disrupting their normal function. The most susceptible organs include the liver, adrenal glands, heart, skin, gonads, joints, and the pancreas; patients can present with cirrhosis, polyarthropathy, adrenal insufficiency, heart failure or diabetes.
The hereditary form of the disease is most common among those of Northern European ancestry, in particular those of Celtic descent. The disease is inherited in an autosomal recessive pattern, which means both copies of the gene in each cell have mutations. Most often, the parents of an individual with an autosomal recessive condition each carry one copy of the mutated gene, but do not show signs and symptoms of the condition.
Individuals of sub-Saharan African descent with ferroportin Q248H are more likely to be diagnosed with African iron overload than individual without ferroportin mutation because individuals with ferroportin Q248H have elevated level of serum ferritin concentration. Individuals of African descent should also avoid drinking traditional beer.
Distinctive phenotypes of individuals with SLC40A1 Q248H are minor, if any. Serum ferritin concentration is likely to be high in persons with Q248H (mostly heterozygotes) than in wild-type SLC40A1. In "xenopus oocytes" and HEK 293 cells, the expression of wild type ferroportin was similar to the expression of ferroportin Q248H at the plasma membrane. In HEK 293 cells, Q248H was as predisposed to the activities of hepcidin-25 as wild type ferroportin. Ferroportin Q248H also unregulated the expression of transferrin receptor-1 in the same way as wild type. This indicates the ferroportin Q248H is associated with mild clinical phenotype or causes iron disorder in the presence of other factors.
X-linked recessive chondrodysplasia punctata is a type of chondrodysplasia punctata that can involve the skin, hair, and cause short stature with skeletal abnormalities, cataracts, and deafness.
This condition is also known as arylsulfatase E deficiency, CDPX1, and X-linked recessive chondrodysplasia punctata 1. The syndrome rarely affects females, but they can be carriers of the recessive allele. Although the exact number of people diagnosed with CDPX1 is unknown, it was estimated that 1 in 500,000 have CDPX1 in varying severity. This condition is not linked to a specific ethnicity. The mutation that leads to a deficiency in arylsulfatase E. (ARSE) occurs in the coding region of the gene.Absence of stippling, deposits of calcium, of bones and cartilage, shown on x-ray, does not rule out chondrodysplasia punctata or a normal chondrodysplasia punctata 1 (CDPX1) gene without mutation. Stippling of the bones and cartilage is rarely seen after childhood. Phalangeal abnormalities are important clinical features to look for once the stippling is no longer visible. Other, more severe, clinical features include respiratory abnormalities, hearing loss, cervical spine abnormalities, delayed cognitive development, ophthalmologic abnormalities, cardiac abnormalities, gastroesophageal reflux, and feeding difficulties. CDPX1 actually has a spectrum of severity; different mutations within the CDPX1 gene have different effects on the catalytic activity of the ARSE protein. The mutations vary between missense, nonsense, insertions, and deletions.
Children with DOCK8 deficiency do not tend to live long; sepsis is a common cause of death at a young age. CNS and vascular complications are other common causes of death.
Several scientists have developed murine models of SSADH (Aldh5a1-/-) by typical gene methodology to create a uniform absence of the SSADH enzyme activity as well as accumulations of GHB and GABA in tissues and physiological fluids. The mice are born at the expected Mendelian frequencies for an autosomal recessive disorder. Most of the models include distinctive neurological phenotypes and exhibit hypotonia, truncal ataxia, generalized tonic-clonic seizures associated with 100% mortality. The mice uniformly die at 3-4 postnatal weeks. While this model is considered to be more severe than the phenotypes seen in humans, currently, it is the most highly regarded, valid, metabolic model to study potential therapeutic interventions for the disorder.
Studies have shown that alterations of both the GABA receptor and the GABA receptor early in the life of the Aldh5a1-/- mice can increase levels of GHB and enhance GABA release. Besides these effects, it has also been shown that "...a developmental down-regulation of GABA receptor mediated neurotransmission in Aldh5a1-/- mice likely contributes to the progression of generalized convulsive seizures seen in mutant animals." Other studies have confirmed the relationship between elevated levels of GHB and MAP kinase in mutant animals contribute to profound myelin abnormalities.
The only known cause of this condition is a mutation in the X-linked chondrodysplasia punctata 1 (CDPX1) gene. Mutations in this gene result in a deficiency of arylsulfatase E. Only 50-60% of cases have been shown to have mutations in this gene and the cause of the remaining cases is not yet known.The CDPX1 gene is located on the short arm of the X chromosome (Xp22.3) on the Crick (minus) strand. It is 33,614 bases in length.
The mature protein has a molecular weight of 68 kiloDaltons. It is glycosylated and is located in the Golgi apparatus. Its activity may be inhibited by warfarin. It seems likely that warfarin induced embryotoxicity may be due at least in part to this inhibition.
Brachytelephalangic chondrodysplasia punctata (BCDP) is a term used to describe CDPX1 and the non-genetic, or environmentally produced, phenocopies associated with the condition. Causes of BCDP can also come from genetic effects, mainly due to mutations. Keutel syndrome, deficiency of vitamin K epoxide reductase subunit 1 (VKORC1), gamma-glutamyl carboxylase (GGCX), Xp contiguous deletion syndromes, and multiple sulfatase deficiency are all genetic conditions that are associated BCDP.
DOCK8 deficiency is very rare, estimated to be found in less than one person per million; there have been 32 patients diagnosed as of 2012.
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).
The life expectancy of people with A-T is highly variable. The average is approximately 25 years, but continues to improve with advances in care. The two most common causes of death are chronic lung disease (about one-third of cases) and cancer (about one-third of cases).
Hemoglobin Barts, abbreviated Hb Barts, is an abnormal type of hemoglobin that consists of four gamma globins. It is moderately insoluble, and therefore accumulates in the red blood cells. It has an extremely high affinity for oxygen, resulting in almost no oxygen delivery to the tissues. As an embryo develops, it begins to produce alpha-globins at weeks 5-6 of development. When both HBA1 and HBA2, the two genes that code for alpha globins, are non-functional, only gamma globins are produced. These gamma globins bind to form hemoglobin Barts. It is produced in the disease alpha-thalassemia and in the most severe of cases, it is the only form of haemoglobin in circulation. In this situation, a fetus will develop hydrops fetalis and normally die before or shortly after birth, unless intrauterine blood transfusion is performed.
Since hemoglobin Barts is elevated in alpha thalassaemia, it can be measured, providing a useful screening test for this disease in some populations.
The ability to measure hemoglobin Barts makes it useful in newborn screening tests. If hemoglobin Barts is detected on a newborn screen, the patient is usually referred for further evaluation since detection of hemoglobin Barts can indicate either one alpha globin gene deletion, making the baby a silent alpha thalassemia carrier, two alpha globin gene deletions (alpha thalassemia), or hemoglobin H disease (three alpha globin gene deletions). Deletion of four alpha globin genes is not compatible with life.
This variant of hemoglobin is so called as it was discovered at St. Bartholomew's Hospital in London, also called St. Barts.
Prognosis is good, and treatment of this syndrome is usually unnecessary. Most patients are asymptomatic and have normal lifespans. Some neonates present with cholestasis. Hormonal contraceptives and pregnancy may lead to overt jaundice and icterus (yellowing of the eyes and skin).
People with A-T have a highly increased incidence (approximately 25% lifetime risk) of cancers, particularly lymphomas and leukemia, but other cancers can occur. When possible, treatment should avoid the use of radiation therapy and chemotherapy drugs that work in a way that is similar to radiation therapy (radiomimetic drugs), as these are particularly toxic for people with A-T. The special problems of managing cancer are sufficiently complicated that treatment should be done only in academic oncology centers and after consultation with physicians who have specific expertise in A-T. Unfortunately, there is no way to predict which individuals will develop cancer. Because leukemia and lymphomas differ from solid tumors in not progressing from solitary to metastatic stages, there is less need to diagnose them early in their appearance. Surveillance for leukemia and lymphoma is thus not helpful, other than considering cancer as a diagnostic possibility whenever possible symptoms of cancer (e.g. persistent swollen lymph glands, unexplained fever) arise.
Women who are A-T carriers (who have one mutated copy of the ATM gene), have approximately a two-fold increased risk for the development of breast cancer compared to the general population. This includes all mothers of A-T children and some female relatives. Current consensus is that special screening tests are not helpful, but all women should have routine cancer surveillance.
The sarcoglycanopathies are a collection of diseases resulting from mutations in any of the five sarcoglycan genes: α, β, γ, δ or ε.
The five sarcoglycanopathies are: α-sarcoglycanopathy, LGMD2D; β-sarcoglycanopathy, LGMD2E; γ-sarcoglycanopathy, LGMD2C; δ-sarcoglycanopathy, LGMD2F and ε-sarcoglycanopathy, myoclonic dystonia. The four different sarcoglycan genes encode proteins that form a tetrameric complex at the muscle cell plasma membrane. This complex stabilizes the association of dystrophin with the dystroglycans and contributes to the stability of the plasma membrane cytoskeleton. The four sarcoglycan genes are related to each other structurally and functionally, but each has a distinct chromosome location.
In outbred populations, the relative frequency of mutations in the four genes is alpha » beta » gamma » delta in an 8:4:2:1 ratio. No common mutations have been identified in outbred populations except the R77C mutation, which accounts for up to one-third of the mutated SGCA alleles. Founder mutations have been observed in certain populations. A 1997 Italian clinical study demonstrated variations in muscular dystrophy progression dependent on the sarcoglycan gene affected.
The complement system is part of the innate as well as the adaptive immune system; it is a group of circulating proteins that can bind pathogens and form a membrane attack complex. Complement deficiencies are the result of a lack of any of these proteins. They may predispose to infections but also to autoimmune conditions.
1. C1q deficiency (lupus-like syndrome, rheumatoid disease, infections)
2. C1r deficiency (idem)
3. C1s deficiency
4. C4 deficiency (lupus-like syndrome)
5. C2 deficiency (lupus-like syndrome, vasculitis, polymyositis, pyogenic infections)
6. C3 deficiency (recurrent pyogenic infections)
7. C5 deficiency (Neisserial infections, SLE)
8. C6 deficiency (idem)
9. C7 deficiency (idem, vasculitis)
10. C8a deficiency
11. C8b deficiency
12. C9 deficiency (Neisserial infections)
13. C1-inhibitor deficiency (hereditary angioedema)
14. Factor I deficiency (pyogenic infections)
15. Factor H deficiency (haemolytic-uraemic syndrome, membranoproliferative glomerulonephritis)
16. Factor D deficiency (Neisserial infections)
17. Properdin deficiency (Neisserial infections)
18. MBP deficiency (pyogenic infections)
19. MASP2 deficiency
20. Complement receptor 3 (CR3) deficiency
21. Membrane cofactor protein (CD46) deficiency
22. Membrane attack complex inhibitor (CD59) deficiency
23. Paroxysmal nocturnal hemoglobinuria
24. Immunodeficiency associated with ficolin 3 deficiency