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
Type A, which has been identified mostly in people from North America, has moderately severe symptoms that begin in infancy. Characteristic features include developmental delay and a buildup of lactic acid in the blood (lactic acidosis). Increased acidity in the blood can lead to vomiting, abdominal pain, extreme tiredness (fatigue), muscle weakness, and difficulty breathing. In some cases, episodes of lactic acidosis are triggered by an illness or periods without food. Children with pyruvate carboxylase deficiency type A typically survive only into early childhood.
Pyruvate carboxylase deficiency type B has life-threatening signs and symptoms that become apparent shortly after birth. This form of the condition has been reported mostly in Europe, particularly France. Affected infants have severe lactic acidosis, a buildup of ammonia in the blood (hyperammonemia), and liver failure. They experience neurological problems including weak muscle tone (hypotonia), abnormal movements, seizures, and coma. Infants with this form of the condition usually survive for less than 3 months after birth.
PDCD is generally presented in one of two forms. The metabolic form appears as lactic acidosis. The neurological form of PDCD contributes to hypotonia, poor feeding, lethargy and structural abnormalities in the brain. Patients may develop seizures and/or neuropathological spasms. These presentations of the disease usually progress to mental retardation, microcephaly, blindness and spasticity.
Females with residual pyruvate dehydrogenase activity will have no uncontrollable systemic lactic acidosis and few, if any, neurological symptoms. Conversely, females with little to no enzyme activity will have major structural brain abnormalities and atrophy. Males with mutations that abolish, or almost abolish, enzyme activity presumably die in utero because brain cells are not able to generate enough ATP to be functionally viable. It is expected that most cases will be of mild severity and have a clinical presentation involving lactic acidosis.
Prenatal onset may present with non-specific signs such as low Apgar scores and small for gestational age. Metabolic disturbances may also be considered with poor feeding and lethargy out of proportion to a mild viral illness, and especially after bacterial infection has been ruled out. PDH activity may be enhanced by exercise, phenylbutyrate and dichloroacetate.
The clinical presentation of congenital PDH deficiency is typically characterized by heterogenous neurological features that usually appear within the first year of life. In addition, patients usually show severe hyperventillation due to profound metabolic acidosis mostly related to lactic acidosis. Metabolic acidosis in these patients is usually refractory to correction with bicarbonate.
The signs and symptoms of this disorder typically appear in early childhood. Almost all affected children have delayed development. Additional signs and symptoms can include weak muscle tone (hypotonia), seizures, diarrhea, vomiting, and low blood sugar (hypoglycemia). A heart condition called cardiomyopathy, which weakens and enlarges the heart muscle, is another common feature of malonyl-CoA decarboxylase deficiency.
Some common symptoms in Malonyl-CoA decarboxylase deficiency, such as cardiomyopathy and metabolic acidosis, are triggered by the high concentrations of Malonyl-CoA in the cytoplasm. High level of Malonyl-CoA will inhibits β-oxidation of fatty acids through deactivating the carrier of fatty acyl group, CPT1, and thus, blocking fatty acids from going into the mitochondrial matrix for oxidation.
A research conducted in Netherlands has suggested that carnitine supplements and a low fat diet may help to reduce the level of malonic acid in our body.
Multiple carboxylase deficiency is a form of metabolic disorder involving failures of carboxylation enzymes.
The deficiency can be in biotinidase or holocarboxylase synthetase.
These conditions respond to biotin.
Forms include:
- Holocarboxylase synthetase deficiency - neonatal;
- Biotinidase deficiency - late onset;
If left untreated, the symptoms can include feeding problems, decreased body tone, generalized red rash with skin exfoliation and baldness, failure to thrive, seizure, coma, developmental delay, foul smelling urine, lactic acidosis, and high levels of ketones and ammonia in the blood.
Malonyl-CoA decarboxylase deficiency (MCD), or Malonic aciduria is an autosomal-recessive metabolic disorder caused by a genetic mutation that disrupts the activity of Malonyl-Coa decarboxylase. This enzyme breaks down Malonyl-CoA (a fatty acid precursor and a fatty acid oxidation blocker) into Acetyl-CoA and carbon dioxide.
Pyruvate dehydrogenase deficiency (also known as pyruvate dehydrogenase complex deficiency or PDCD) is one of the most common neurodegenerative disorders associated with abnormal mitochondrial metabolism. PDCD is an X-linked disease that shows heterogeneous characteristics in both clinical presentation and biochemical abnormality. The pyruvate dehydrogenase complex (PDC) is a multi-enzyme complex that plays a vital role as a key regulatory step in the central pathways of energy metabolism in the mitochondria.
Infants with this disease seem healthy at birth but quickly deteriorate, often with severe brain damage, which may be permanent. Death often occurs within the first five months in severe cases of the disease, when left untreated.
The symptoms of MSUD may also present later depending on the severity of the disease. Untreated in older individuals, and during times of metabolic crisis, symptoms of the condition include uncharacteristically inappropriate, extreme or erratic behaviour and moods, hallucinations, anorexia, weight loss, anemia, diarrhea, vomiting, dehydration, lethargy, oscillating hypertonia and hypotonia, ataxia, seizures, hypoglycaemia, ketoacidosis, opisthotonus, pancreatitis, rapid neurological decline, and coma. Without prompt treatment, they will likely die from cerebral edema. Additionally, maple syrup urine disease patients often experience an abnormal course of disease in simple infections that become increasingly severe and can have permanent damage. In more rare cases, concomitant osteoporosis may also appear in these patients.
2,4 Dienoyl-CoA reductase deficiency is an inborn error of metabolism resulting in defective fatty acid oxidation caused by a deficiency of the enzyme 2,4 Dienoyl-CoA reductase. Lysine degradation is also affected in this disorder leading to hyperlysinemia. The disorder is inherited in an autosomal recessive manner, meaning an individual must inherit mutations in "NADK2," located at 5p13.2 from both of their parents. NADK2 encodes the mitochondrial NAD kinase. A defect in this enzyme leads to deficient mitochondrial nicotinamide adenine dinucleotide phosphate levels. 2,4 Dienoyl-CoA reductase, but also lysine degradation are performed by NADP-dependent oxidoreductases explaining how NADK2 deficiency can lead to multiple enzyme defects.
2,4-Dienoyl-CoA reductase deficiency was initially described in 1990 based on a single case of a black female who presented with persistent hypotonia. Laboratory investigations revealed elevated lysine, low levels of carnitine and an abnormal acylcarnitine profile in urine and blood. The abnormal acylcarnitine species was eventually identified as 2-trans,4-cis-decadienoylcarnitine, an intermediate of linoleic acid metabolism. The index case died of respiratory failure at four months of age. Postmortem enzyme analysis on liver and muscle samples revealed decreased 2,4-dienoyl-CoA reductase activity when compared to normal controls. A second case with failure to thrive, developmental delay, lactic acidosis and severe encephalopathy was reported in 2014.
2,4-Dienoyl-CoA reductase deficiency was included as a secondary condition in the American College of Medical Genetics Recommended Uniform Panel for newborn screening. Its status as a secondary condition means there was not enough evidence of benefit to include it as a primary target, but it may be detected during the screening process or as part of a differential diagnosis when detecting conditions included as primary target. Despite its inclusion in newborn screening programs in several states for a number of years, no cases have been identified via neonatal screening.
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.
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]
Patients generally have a benign course, and typically present with hepatomegaly and growth retardation early in childhood. Mild hypoglycemia, hyperlipidemia, and hyperketosis may occur. Lactic acid and uric acid levels may be normal. However, lactic acidosis may occur during fasting.
All forms of MDDS are very rare. MDDS causes a wide range of symptoms, which can appear in newborns, infants, children, or adults, depending on the class of MDDS; within each class symptoms are also diverse.
In MDDS associated with mutations in "TK2", infants generally develop normally, but by around two years of age, symptoms of general muscle weakness (called "hypotonia"), tiredness, lack of stamina, and difficulty feeding begin to appear. Some toddlers start to lose control of the muscles in their face, mouth, and throat, and may have difficulty swallowing. Motor skills that had been learned may be lost, but generally the functioning of the brain and ability to think are not affected.
In MDDS associated with mutations in "SUCLA2" or "SUCLG1" that primarily affect the brain and muscle, hypotonia generally arises in infants before they are 6 months old, their muscles begin wasting away, and there is delay in psychomotor learning (learning basic skills like walking, talking, and intentional, coordinated movement). The spine often begins to curve (scoliosis or kyphosis), and the child often has abnormal movements (dystonia, athetosis or chorea), difficulty feeding, acid reflux, hearing loss, stunted growth, and difficulty breathing that can lead to frequent lung infections. Sometime epilepsy develops.
In MDDS associated with mutations in "RRM2B" that primarily affect the brain and muscle, there is again hypotonia in the first months, symptoms of lactic acidosis like nausea, vomiting, and rapid deep breathing, failure to thrive including the head remaining small, delay or regression in moving, and hearing loss. Many body systems are affected.
In MDDS associated with mutations in "DGUOK" that primarily affect the brain and the liver, there are two forms. There is an early-onset form in which symptoms arise from problems in many organs in the first week of life, especially symptoms of lactic acidosis as well as low blood sugar. Within weeks of birth they can develop liver failure and the associated jaundice and abdominal swelling, and many neurological problems including developmental delays and regression, and uncontrolled eye movement. Rarely within class of already rare diseases, symptoms only relating to liver disease emerge later in infancy or in childhood.
In MDDS associated with mutations in "MPV17" that primarily affect the brain and the liver, the symptoms are similar to those caused by DGUOK and also emerge shortly after birth, generally with fewer and less severe neurological problems. There is a subset of people of Navajo descent who develop Navajo neurohepatopathy, who in addition to these symptoms also have easily broken bones that do not cause pain, deformed hands or feet, and problems with their corneas.
In MDDS associated with mutations in "POLG" that primarily affect the brain and the liver, the symptoms are very diverse and can emerge anytime from shortly after birth to old age. The first signs of the disease, which include intractable seizures and failure to meet meaningful developmental milestones, usually occur in infancy, after the first year of life, but sometimes as late as the fifth year. Primary symptoms of the disease are developmental delay, progressive intellectual disability, hypotonia (low muscle tone), spasticity (stiffness of the limbs) possibly leading to quadriplegia, and progressive dementia. Seizures may include epilepsia partialis continua, a type of seizure that consists of repeated myoclonic (muscle) jerks. Optic atrophy may also occur, often leading to blindness. Hearing loss may also occur. Additionally, although physical signs of chronic liver dysfunction may not be present, many people suffer liver impairment leading to liver failure.
In MDDS associated with mutations in "PEO1"/"C10orf2" that primarily affect the brain and the liver, symptoms emerge shortly after birth or in early infancy, with hypotonia, symptoms of lactic acidosis, enlarged liver, feeding problems, lack of growth, and delay of psychomotor skills. Neurologically, development is slowed or stopped, and epilepsy emerges, as do sensory problems like loss of eye control and deafness, and neuromuscular problems like a lack of reflexes, muscular atrophy, and twitching, and epilepsy.
In MDDS associated with mutations in the genes associated with mutations in "ECGF1"/"TYMP" that primarily affects the brain and the gastrointestinal tract, symptoms can emerge any time in the first fifty years of life; most often they emerge before the person turns 20. Weight loss is common as is a lack of the ability of the stomach and intestines to automatically expand and contract and thus move through it (called gastrointestinal motility) – this leads to feeling full after eating only small amounts of food, nausea, acid reflux, All affected individuals develop weight loss and progressive gastrointestinal dysmotility manifesting as early satiety, nausea, diarrhea, vomiting, and stomach pain and swelling. People also develop neuropathy, with weakness and tingling. There are often eye problems, and intellectual disability.
The most common clinical history in patients with glycogen-storage disease type 0 (GSD-0) is that of an infant or child with symptomatic hypoglycemia or seizures that occur before breakfast or after an inadvertent fast. In affected infants, this event typically begins after they outgrow their nighttime feeds. In children, this event may occur during acute GI illness or periods of poor enteral intake.
Mild hypoglycemic episodes may be clinically unrecognized, or they may cause symptoms such as drowsiness, sweating, lack of attention, or pallor. Uncoordinated eye movements, disorientation, seizures, and coma may accompany severe episodes.
Glycogen-storage disease type 0 affects only the liver. Growth delay may be evident with height and weight percentiles below average. Abdominal examination findings may be normal or reveal only mild hepatomegaly.Signs of acute hypoglycemia may be present, including the following:
Severe cases of CLA manifest in the neonatal period; milder cases caused by mtDNA mutations may not manifest until as late as early adulthood. Symptoms may be constant or brought on by an event causing stress, such as an asthma attack, seizure, or infection. Symptoms in the neonatal period include hypotonia, lethargy, vomiting, and tachypnea. As the disease progresses, it causes developmental delay, cognitive disabilities, abnormal development of the face and head, and organ failure.
Glycogen storage disease type VI (GSD VI) is a type of glycogen storage disease caused by a deficiency in liver glycogen phosphorylase or other components of the associated phosphorylase cascade system. It is also known as "Hers' disease", after Henri G. Hers, who characterized it in 1959. The scope of GSD VI now also includes glycogen storage disease type VIII, IX (caused by phosphorylase b kinase deficiency) and X (deficiency protein kinase A).
The incidence of GSD VI is approximately 1 case per 65,000–85,000 births, representing approximately 30% all cases of glycogen storage disease. Approximately 75% of these GSD VI cases result from the X-linked recessive forms of phosphorylase kinase deficiency, all other forms are autosomal recessive.
Glutaric acidemia type 2 often appears in infancy as a sudden metabolic crisis, in which acidosis and low blood sugar (hypoglycemia) cause weakness, behavior changes, and vomiting. There may also be enlargement of the liver, heart failure, and a characteristic odor resembling that of sweaty feet. Some infants with glutaric acidemia type 2 have birth defects, including multiple fluid-filled growths in the kidneys (polycystic kidneys). Glutaric acidemia type 2 is a very rare disorder. Its precise incidence is unknown. It has been reported in several different ethnic groups.
Congenital lactic acidosis (CLA) is a rare disease caused by mutations in mitochondrial DNA (mtDNA) that affect the ability of cells to use energy and cause too much lactic acid to build up in the body, a condition called lactic acidosis.
Glutaric acidemia type 2 is an autosomal recessive metabolic disorder that is characterised by defects in the ability of the body to use proteins and fats for energy. Incompletely processed proteins and fats can build up, leading to a dangerous chemical imbalance called acidosis.
Hyperprolinemia, also referred to as prolinemia or prolinuria, is a condition which occurs when the amino acid proline is not broken down properly by the enzymes proline oxidase or pyrroline-5-carboxylate dehydrogenase, causing a buildup of proline in the body.
It is difficult to determine the prevalence of hyperprolinemia type I, as many people with the condition are asymptomatic.
People with hyperprolinemia type I have proline levels in their blood between 3 and 10 times the normal level. Some individuals with type I exhibit seizures, intellectual disability, or other neurological problems.
MDDS are a group of genetic disorders that share a common pathology — a lack of functioning DNA in mitochondria. There are generally four classes of MDDS:
- a form that primarily affects muscle associated with mutations in the "TK2" gene;
- a form that primarily affects the brain and muscle associated with mutations in the genes "SUCLA2", "SUCLG1", or "RRM2B";
- a form that primarily affects the brain and the liver associated with mutations in "DGUOK", "MPV17", "POLG", or "PEO1" (also called "C10orf2"); and
- a form that primarily affects the brain and the gastrointestinal tract associated with mutations in "ECGF1" (also called "TYMP").
Glycogen storage disease type 0 is a disease characterized by a deficiency in the glycogen synthase enzyme (GYS). Although glycogen synthase deficiency does not result in storage of extra glycogen in the liver, it is often classified as a glycogen storage disease because it is another defect of glycogen storage and can cause similar problems. There are two isoforms (types) of glycogen synthase enzyme; GYS1 in muscle and GSY2 in liver, each with a corresponding form of the disease. Mutations in the liver isoform (GYS2), causes fasting hypoglycemia, high blood ketones, increased free fatty acids and low levels of alanine and lactate. Conversely, feeding in these patients results in hyperglycemia and hyperlactatemia.
Symptoms include poor growth, loss of muscle coordination, muscle weakness, visual problems, hearing problems, learning disabilities, heart disease, liver disease, kidney disease, gastrointestinal disorders, respiratory disorders, neurological problems, autonomic dysfunction and dementia. Acquired conditions in which mitochondrial dysfunction has been involved are: diabetes, Huntington's disease, cancer, Alzheimer's disease, Parkinson's disease, bipolar disorder, schizophrenia, aging and senescence, anxiety disorders, cardiovascular disease, sarcopenia, chronic fatigue syndrome.
The body, and each mutation, is modulated by other genome variants; the mutation that in one individual may cause liver disease might in another person cause a brain disorder. The severity of the specific defect may also be great or small. Some minor defects cause only "exercise intolerance", with no serious illness or disability. Defects often affect the operation of the mitochondria and multiple tissues more severely, leading to multi-system diseases.
As a rule, mitochondrial diseases are worse when the defective mitochondria are present in the muscles, cerebrum, or nerves, because these cells use more energy than most other cells in the body.
Although mitochondrial diseases vary greatly in presentation from person to person, several major clinical categories of these conditions have been defined, based on the most common phenotypic features, symptoms, and signs associated with the particular mutations that tend to cause them.
An outstanding question and area of research is whether ATP depletion or reactive oxygen species are in fact responsible for the observed phenotypic consequences.
Cerebellar atrophy or hypoplasia has sometimes been reported to be associated.