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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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The initial workup of abetalipoproteinemia typically consists of stool sampling, a blood smear, and a fasting lipid panel though these tests are not confirmatory. As the disease is rare, though a genetics test is necessary for diagnosis, it is generally not done initially.
Acanthocytes are seen on blood smear. Since there is no or little assimilation of chylomicrons, their levels in plasma remains low.
The inability to absorb fat in the ileum will result in steatorrhea, or fat in the stool. As a result, this can be clinically diagnosed when foul-smelling stool is encountered. Low levels of plasma chylomicron are also characteristic.
There is an absence of apolipoprotein B. On intestinal biopsy, vacuoles containing lipids are seen in enterocytes. This disorder may also result in fat accumulation in the liver (hepatic steatosis). Because the epithelial cells of the bowel lack the ability to place fats into chylomicrons, lipids accumulate at the surface of the cell, crowding the functions that are necessary for proper absorption.
Typically in hypobetalipoproteinemia, plasma cholesterol levels will be around 80–120 mg/dL, LDL cholesterol will be around 50–80 mg/dL.
Clinically, MCADD or another fatty acid oxidation disorder is suspected in individuals who present with lethargy, seizures, coma and hypoketotic hypoglycemia, particularly if triggered by a minor illness. MCADD can also present with acute liver disease and hepatomegaly, which can lead to a misdiagnosis of Reye syndrome. In some individuals, the only manifestation of MCADD is sudden, unexplained death often preceded by a minor illness that would not usually be fatal.
In areas with expanded newborn screening using tandem mass spectrometry (MS/MS), MCADD is usually detected shortly after birth, by the analysis of blood spots collected on filter paper. Acylcarnitine profiles with MS/MS will show a very characteristic pattern of elevated hexanoylcarnitine (C6), octanoylcarnitine (C8), decanoylcarnitine (C10) or decenoylcarnitine (C10:1), with C8 being greater than C6 and C10. Secondary carnitine deficiency is sometimes seen with MCADD, and in these cases, acylcarnitine profiles may not be informative. Urine organic acid analysis by gas chromatography-mass spectrometry (GC-MS) will show a pattern of dicarboxylic aciduria with low levels of ketones. Traces of acylglycine species may also be detected. Asymptomatic individuals may have normal biochemical lab results. For these individuals, targeted analysis of acylglycine species by GC-MS, specifically hexanoylglycine and suberylglycine can be diagnostic. After biochemical suspicion of MCADD, molecular genetic analysis of "ACADM" can be used to confirm the diagnosis. The analysis of MCAD activity in cultured fibroblasts can also be used for diagnosis.
In cases of sudden death where the preceding illness would not usually have been fatal, MCADD is often suspected. The autopsy will often show fatty deposits in the liver. In cases where MCADD is suspected, acylcarnitine analysis of bile and blood can be undertaken postmortem for diagnosis. Where samples are not available, residual blood from newborn screening may be helpful. Biochemical testing of asymptomatic siblings and parents may also be informative. MCADD and other fatty acid oxidation disorders have been recognized in recent years as undiagnosed causes of sudden infant death syndrome.
Infants with DG who drink breast milk or lactose-containing formula may have elevated levels of galactose in their blood, tissues, and urine due to their impaired ability to process the galactose after it has been absorbed. DG can be detected in dried blood spots by newborn screening on the basis of elevated galactose metabolite levels, low GALT enzyme activity, or both. DG can be diagnosed by genetic testing.
Not all NBS tests for galactosemia are designed to detect DG so affected infants born in one location may be detected while those born in another may not. For example, all states in the US screen for classic galactosemia in their NBS panel, but some states have lower GALT enzyme activity cut-off levels than others. NBS in states with a low GALT cut off level still detects classic galactosemia and helps to minimize false positives, but it can also result in "missed" DG diagnoses for those samples with partial GALT enzyme activity that is above the cut-off. In those states, a NBS result for galactosemia designated as "normal" may not be informative about an infant's DG status.
Most infants with DG who are detected by NBS have their diagnosis confirmed in a follow-up evaluation. The differential diagnosis of a positive newborn screen for galactosemia includes: classic galactosemia, clinical variant galactosemia, DG, GALE (epimerase) deficiency, GALK (galactokinase) deficiency, or an initial false positive result. There are also other rare conditions, such as portosystemic venous shunting and hepatic arteriovenous malformations, or Fanconi-Bickel Syndrome (GSDXI) that can lead to elevated blood galactose or urinary galactitol, triggering an initial suspicion of galactosemia.
Early high doses of vitamin E in infants and children has shown to be effective.
McLeod syndrome is one of only a few disorders in which acanthocytes may be found on the peripheral blood smear. Blood evaluation may show signs of hemolytic anemia. Elevated creatine kinase can be seen with myopathy in McLeod syndrome.
A 1994 study of the entire population of New South Wales (Australia) found 20 patients. Of these, 5 (25%) had died at or before 30 months of age. Of the survivors, 1 (5%) was severely disabled and the remainder had either suffered mild disability or were making normal progress in school. A 2006 Dutch study followed 155 cases and found that 27 individuals (17%) had died at an early age. Of the survivors, 24 (19%) suffered from some degree of disability, of which most were mild. All the 18 patients diagnosed neonatally were alive at the time of the follow-up.
Very little is known about outcomes in DG after early childhood. This is because many infants with DG are born in states where they are not diagnosed by NBS, and of those who are diagnosed, most are discharged from metabolic follow-up as toddlers.
Because it is unclear whether DG has any long-term developmental impacts, or if diet modification would prevent or resolve any issues that may result from DG, any developmental or psychosocial problems experienced by a person with DG should be treated symptomatically and the possibility of other causes should be explored.
Of note, premature ovarian insufficiency, a common outcome among girls and women with classic galactosemia, has been checked by hormone studies and does not appear to occur at high prevalence among girls with DG.
Prior Research Concerning Developmental Outcomes of Children with DG: Three
studies of developmental outcomes of children with DG have been published.
- The first looked at biochemical markers and developmental outcomes in a group of 28 toddlers and young children with DG, some of whom had drunk milk through infancy and some of whom had drunk soy formula. The authors found that galactose metabolites were significantly elevated in the infants drinking milk over those drinking soy. However, all of the children scored within normal limits on standardized tests of child development.
- A second study of developmental outcomes in DG looked at 3 to 10 year olds living in a large metropolitan area and asked whether children diagnosed as newborns with DG in this group were more likely than their unaffected peers to receive special educational services later in childhood. The answer was yes. Specifically, children with DG in this group were significantly more likely than other children to receive a diagnosis of, or special educational services for, a speech/language disorder.
- The final study reported that addressed developmental outcomes in DG was a pilot study involving direct assessments of 15 children, all ages 6–11 years old; 15 had DG and 5 did not. Children in the DG group showed slower auditory processing than did the control group. The DG group also showed some slight differences in auditory memory, receptive language/ listening skills, social-emotional functioning, and balance and fine motor coordination.
Combined,
these studies "suggest" that school age
children with DG "might" be at
increased risk for specific developmental difficulties compared with controls. All
of the relevant studies were limited, however, leaving the question of whether
children with DG are truly at increased risk for developmental difficulties
unresolved. Current reports also leave open the question of whether dietary
exposure to milk in infancy associates with developmental outcomes in DG. More
research is needed to answer these questions.
A typical patient with severe McLeod syndrome that begins in adulthood lives for an additional 5 to 10 years. Patients with cardiomyopathy have elevated risk for congestive heart failure and sudden cardiac death. The prognosis for a normal life span is often good in some patients with mild neurological or cardiac sequelae.
Vitamin E supplements have shown to help children with the deficiency.
If treatment is initiated early in disease the neurologic sequelae may be reversed and further deterioration can be prevented.
In the setting of critical illness, low cholesterol levels are predictive of clinical deterioration, and are correlated with altered cytokine levels.
Apolipoprotein B deficiency (also known as "Familial defective apolipoprotein B-100") is an autosomal dominant disorder resulting from a missense mutation which reduces the affinity of apoB-100 for the low-density lipoprotein receptor (LDL Receptor) . This causes impairments in LDL catabolism, resulting in increased levels of low-density lipoprotein in the blood. The clinical manifestations are similar to diseases produced by mutations of the LDL receptor, such as familial hypercholesterolemia. Treatment may include, niacin or statin or ezetimibe.
It is also known as "normotriglyceridemic hypobetalipoproteinemia".
The diagnosis of A-T is usually suspected by the combination of neurologic clinical features (ataxia, abnormal control of eye movement, and postural instability) with telangiectasia and sometimes increased infections, and confirmed by specific laboratory abnormalities (elevated alpha-fetoprotein levels, increased chromosomal breakage or cell death of white blood cells after exposure to X-rays, absence of ATM protein in white blood cells, or mutations in each of the person’s ATM genes).
A variety of laboratory abnormalities occur in most people with A-T, allowing for a tentative diagnosis to be made in the presence of typical clinical features. Not all abnormalities are seen in all patients. These abnormalities include:
- Elevated and slowly increasing alpha-fetoprotein levels in serum after 2 years of age
- Immunodeficiency with low levels of immunoglobulins (especially IgA, IgG subclasses, and IgE) and low number of lymphocytes in the blood
- Chromosomal instability (broken pieces of chromosomes)
- Increased sensitivity of cells to x-ray exposure (cells die or develop even more breaks and other damage to chromosomes)
- Cerebellar atrophy on MRI scan
The diagnosis can be confirmed in the laboratory by finding an absence or deficiency of the ATM protein in cultured blood cells, an absence or deficiency of ATM function (kinase assay), or mutations in both copies of the cell’s ATM gene. These more specialized tests are not always needed, but are particularly helpful if a child’s symptoms are atypical.
In the elderly, low cholesterol may confer a health risk that may not be offset by the beneficial effects of cholesterol lowering. Similarly, for elderly patients admitted to hospital, low cholesterol may predict short-term mortality.
At present, treatment for distal 18q- is symptomatic, meaning the focus is on treating the signs and symptoms of the conditions as they arise. To ensure early diagnosis and treatment, people with distal 18q- are suggested to undergo routine screenings for thyroid, hearing, and vision problems.
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).
In the setting of critical illness, low cholesterol levels are predictive of clinical deterioration, and are correlated with altered cytokine levels.
In humans with genetic loss-of-function variants in one copy of the "ANGPTL3" gene, the serum LDL-C levels are reduced. In those with loss-of-function variants in both copies of "ANGPTL3", low LDL-C, low HDL-C, and low triglycerides are seen ("familial combined hypolipidemia").
Hooft disease is a rare condition evidenced by low blood lipid level, red rash and mental and physical retardation.
Elevated IgE is the hallmark of HIES. An IgE level greater than 2,000 IU/mL is often considered diagnostic. However, patients younger than 6 months of age may have very low to non-detectable IgE levels. Eosinophilia is also a common finding with greater than 90% of patients having eosinophil elevations greater than two standard deviations above the normal mean. Genetic testing is available for "STAT3" (Job's Syndrome), "DOCK8 (DOCK8 Immunodeficiency or DIDS)", "PGM3" (PGM3 deficiency), "SPINK5" (Netherton Syndrome - NTS), and "TYK2" genetic defects.
Most patients with hyper IgE syndrome are treated with long-term antibiotic therapy to prevent staphylococcal infections. Good skin care is also important in patients with hyper IgE syndrome. High-dose intravenous gamma-globulin has also been suggested for the treatment of severe eczema in patients with HIES and atopic dermatitis.
Suspicion of a chromosome abnormality is typically raised due to the presence of developmental delays or birth defects. Diagnosis of distal 18q- is usually made from a blood sample. A routine chromosome analysis, or karyotype, is usually used to make the initial diagnosis, although it may also be made by microarray analysis. Increasingly, microarray analysis is also being used to clarify breakpoints. Prenatal diagnosis is possible using amniocentesis or chorionic villus sampling.
Aside from observing the symptoms characteristic of X-linked thrombocytopenia in infancy (easy bruising, mild anemia, mucosal bleeding), molecular genetic testing would be done to confirm the diagnosis. Furthermore, flow cytometry or western blotting would be used to test for decreased or absent amounts of WASp. Family history would also assist in diagnosis, with specific attention to maternally related males with "WAS"-related disorders. Because "WAS"-related disorders are phenotypically similar, it is important to confirm the absence of the diagnostic criteria for Wiskoff-Aldrich syndrome at the outset. These diagnostic criteria include eczema, lymphoma, autoimmune disorder, recurrent bacterial or viral infections, family history of maternally related males with a "WAS"-related disorder, and absent or decreased "WASp". X-linked congenital neutropenia can be diagnostically distinguished from XLT with persistent neutropenia, arrested development of the bone marrow, and normal "WASp" expression.
Protein function tests that demonstrate a reduce in chorein levels and also genetic analysis can confirm the diagnosis given to a patient. For a disease like this it is often necessary to sample the blood of the patient on multiple occasions with a specific request given to the haematologist to examine the film for acanthocytes. Another point is that the diagnosis of the disease can be confirmed by the absence of chorein in the western blot of the erythrocyte membranes.
Recent studies have found that the life expectancy of males with XLT is not significantly affected. Individuals with XLT typically experience milder symptoms than those with other "WAS"-related disorders. For this reason, the long term prognosis for individuals with XLT is generally positive as long as symptoms are managed appropriately. Enhanced treatment methods in the past two decades have significantly improved the prognosis as well.
Harderoporphyria is a rare disorder of heme biosynthesis, inherited in an autosomal recessive manner caused by specific mutations in the "CPOX" gene. Mutations in "CPOX" usually cause hereditary coproporphyria, an acute hepatic porphyria, however the K404E mutation in a homozygous or compound heterozygous state with a null allele cause the more severe harderoporphyria. Harderoporphyria is the first known metabolic disorder where the disease phenotype depended on the type and location of the mutations in a gene associated with multiple disorders.
In contrast with other porphyrias, which typically present with either cutaneous lesions after exposure to sunlight or acute neurovisceral attack at any age (most commonly in adulthood), harderoporphyria is characterized by jaundice, anemia enlarged liver and spleen, often presenting in the neonatal period. Later in life, these individuals may present with photosensitivity similar to that found in cutaneous porphyrias.
Biochemically, harderoporphyria presents with a distinct pattern of increased harderoporphyrin (2-vinyl-4,6,7-tripropionic acid porphyrin) in urine and particularly in feces, a metabolite that is not seen in significant quantities in any other porphyria. Enzyme tests show markedly reduced activity of coproporphyrinogen oxidase, compared to both unaffected individuals and those affected with hereditary coproporphyria, consistent with recessive inheritance.
Harderoporphyria is a rare condition, with less than 10 cases reported worldwide. It may be underdiagnosed, as it does not have the typical presentation associated with a porphyria. It was identified as a variant type of coproporphyria in 1983, in a family with three children identified at birth with jaundice and hemolytic anemia. There is no standard treatment for harderoporphyria; care is mainly focused on the management of symptoms.