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
Currently, MODY is the final diagnosis in 1%–2% of people initially diagnosed with diabetes. The prevalence is 70–110 per million population. 50% of first-degree relatives will inherit the same mutation, giving them a greater than 95% lifetime risk of developing MODY themselves. For this reason, correct diagnosis of this condition is important. Typically patients present with a strong family history of diabetes (any type) and the onset of symptoms is in the second to fifth decade.
There are two general types of clinical presentation.
- Some forms of MODY produce significant hyperglycemia and the typical signs and symptoms of diabetes: increased thirst and urination (polydipsia and polyuria).
- In contrast, many people with MODY have no signs or symptoms and are diagnosed either by accident, when a high glucose is discovered during testing for other reasons, or screening of relatives of a person discovered to have diabetes. Discovery of mild hyperglycemia during a routine glucose tolerance test for pregnancy is particularly characteristic.
MODY cases may make up as many as 5% of presumed type 1 and type 2 diabetes cases in a large clinic population. While the goals of diabetes management are the same no matter what type, there are two primary advantages of confirming a diagnosis of MODY.
- Insulin may not be necessary and it may be possible to switch a person from insulin injections to oral agents without loss of glycemic control.
- It may prompt screening of relatives and so help identify other cases in family members.
As it occurs infrequently, many cases of MODY are initially assumed to be more common forms of diabetes: type 1 if the patient is young and not overweight, type 2 if the patient is overweight, or gestational diabetes if the patient is pregnant. Standard diabetes treatments (insulin for type 1 and gestational diabetes, and oral hypoglycemic agents for type 2) are often initiated before the doctor suspects a more unusual form of diabetes.
Diagnosis usually occurs upon investigation of a cause for already suspected Cushing's syndrome. High levels of cortisol observed in patients with PPNAD are not suppressed upon administration of dexamethasone (dexamethasone suppression test), and upon MRI or CT imaging, the pituitary will show no abnormalities. Measuring ACTH will confirm that the cause of the patients Cushing's syndrome is ACTH independent. The nature of Cushing's syndrome itself is periodic, which can make diagnosing PPNAD increasingly difficult.
Diagnosis of PPNAD can be difficult to determine preoperatively as CT scan findings can be variable ie appear normal or suggest unilateral adrenal lesions therefore impeding the correct diagnosis. NP-59 scintigraphy may be particularly useful in identifying the bilateral nature of the disease.
Gene studies are not necessary for diagnosis as there are clear gross and histological diagnostic markers, as the nodules can usually be seen clearly in both cases A positive family history of PPNAD has been shown to be associated with abnormal histological findings, e.g. mitotic figures, which may further hinder diagnosis. At the point where abdominal CT scanning and pituitary fossa MRI show no clear abnormalities, adrenalectomy may be performed.
In some forms of MODY, standard treatment is appropriate, though exceptions occur:
- In MODY2, oral agents are relatively ineffective and insulin is unnecessary.
- In MODY1 and MODY3, insulin may be more effective than drugs to increase insulin sensitivity.
- Sulfonylureas are effective in the K channel forms of neonatal-onset diabetes. The mouse model of MODY diabetes suggested that the reduced clearance of sulfonylureas stands behind their therapeutic success in human MODY patients, but Urbanova et al. found that human MODY patients respond differently to the mouse model and that there was no consistent decrease in the clearance of sulfonylureas in randomly selected HNF1A-MODY and HNF4A-MODY patients.
The most characteristic biochemical indicator of SLOS is an increased concentration of 7DHC (reduced cholesterol levels are also typical, but appear in other disorders as well). Thus, prenatally, SLOS is diagnosed upon finding an elevated 7DHC:total sterol ratio in fetal tissues, or increased levels of 7DHC in amniotic fluid. The 7DHC:total sterol ratio can be measured at 11–12 weeks of gestation by chorionic villus sampling, and elevated 7DHC in amniotic fluid can be measured by 13 weeks. Furthermore, if parental mutations are known, DNA testing of amniotic fluid or chorionic villus samples may be performed.
Amniocentesis (process of sampling amniotic fluid) and chorionic villus sampling cannot be performed until approximately 3 months into the pregnancy. Given that SLOS is a very severe syndrome, parents may want to choose to terminate their pregnancy if their fetus is affected. Amniocentesis and chorionic villus sampling leave very little time to make this decision (abortions become more difficult as the pregnancy advances), and can also pose severe risks to the mother and baby. Thus, there is a very large desire for noninvasive midgestation diagnostic tests. Examining the concentrations of sterols in maternal urine is one potential way to identify SLOS prenatally. During pregnancy, the fetus is solely responsible for synthesizing the cholesterol needed to produce estriol. A fetus with SLOS cannot produce cholesterol, and may use 7DHC or 8DHC as precursors for estriol instead. This creates 7- or 8-dehydrosteroids (such as 7-dehydroestriol), which may show up in the maternal urine. These are novel metabolites due to the presence of a normally reduced double bond at carbon 7 (caused by the inactivity of DHCR7), and may be used as indicators of SLOS. Other cholesterol derivatives which possess a double bond at the 7th or 8th position and are present in maternal urine may also be indicators of SLOS. 7- and 8-dehydropregnanetriols have been shown to be present in the urine of mothers with an affected fetus but not with an unaffected fetus, and thus are used in diagnosis. These pregnadienes originated in the fetus and traveled through the placenta before reaching the mother. Their excretion indicates that neither the placenta nor the maternal organs have necessary enzymes needed to reduce the double bond of these novel metabolites.
After diagnosis, it is important for patients to be continually monitored. The most common treatment for PPNAD is bilateral laparoscopic adrenalectomy; the process by which both adrenal glands are removed by a small incision.
Patients who have received this treatment will be prescribed mineralocorticoid and glucocorticoid steroids as they are no longer being naturally produced.
This is a treatment which has been used and refined since 1984.
If SLOS goes undetected until after birth, diagnosis may be based on the characteristic physical features as well as finding increased plasma levels of 7DHC.
There are many different ways of detecting 7DHC levels in blood plasma, one way is using the Liebermann–Burchard (LB) reagent. This is a simple colorimetric assay developed with the intention of use for large scale screening. When treated with the LB reagent, SLOS samples turn pink immediately and gradually become blue; normal blood samples are initially colorless and develop a faint blue color. Although this method has limitations and is not used to give a definitive diagnosis, it has appeal in that it is a much faster method than using cell cultures.
Another way of detecting 7DHC is through gas chromatography, a technique used to separate and analyze compounds. Selected ion
monitoring gas chromatography/mass-spectrometry (SIM-GC/MS) is a very sensitive version of gas chromatography, and permits detection of even mild cases of SLOS. Other methods include time-of-flight mass spectrometry, particle-beam LC/MS, electrospray tandem MS, and ultraviolet absorbance, all of which may be used on either blood samples, amniotic fluid, or chorionic villus. Measuring levels of bile acids in patients urine, or studying DCHR7 activity in tissue culture are also common postnatal diagnostic techniques.
A recommend surveillance program for Multiple Endocrine Neoplasia Type 1 has been suggested by the International Guidelines for Diagnosis and Therapy of MEN syndromes group.
The World Anti-Doping Agency (WADA) is the main regulatory organization looking into the issue of the detection of gene doping. Both direct and indirect testing methods are being researched by the organization. Directly detecting the use of gene therapy usually requires the discovery of recombinant proteins or gene insertion vectors, while most indirect methods involve examining the athlete in an attempt to detect bodily changes or structural differences between endogenous and recombinant proteins.
Indirect methods are by nature more subjective, as it becomes very difficult to determine which anomalies are proof of gene doping, and which are simply natural, though unusual, biological properties. For example, Eero Mäntyranta, an Olympic cross country skier, had a mutation which made his body produce abnormally high amounts of red blood cells. It would be very difficult to determine whether or not Mäntyranta's red blood cell levels were due to an innate genetic advantage, or an artificial one.
Multiple Endocrine Neoplasia type 1 (MEN1) is a rare hereditary endocrine cancer syndrome characterized primarily by tumors of the parathyroid glands (95% of cases), endocrine gastroenteropancreatic (GEP) tract (30-80% of cases), and anterior pituitary (15-90% of cases). Other endocrine and non-endocrine neoplasms including adrenocortical and thyroid tumors, visceral and cutaneous lipomas, meningiomas, facial angiofibromas and collagenomas, and thymic, gastric, and bronchial carcinoids also occur. The phenotype of MEN1 is broad, and over 20 different combinations of endocrine and non-endocrine manifestations have been described. MEN1 should be suspected in patients with an endocrinopathy of two of the three characteristic affected organs, or with an endocrinopathy of one of these organs plus a first-degree relative affected by MEN1 syndrome.
MEN1 patients usually have a family history of MEN1. Inheritance is autosomal dominant; any affected parent has a 50% chance to transmit the disease to his or her progeny. MEN1 gene mutations can be identified in 70-95% of MEN1 patients.
Many endocrine tumors in MEN1 are benign and cause symptoms by overproduction of hormones or local mass effects, while other MEN1 tumors are associated with an elevated risk for malignancy. About one third of patients affected with MEN1 will die early from an MEN1-related cancer or associated malignancy. Entero-pancreatic gastrinomas and thymic and bronchial carcinoids are the leading cause of morbidity and mortality. Consequently, the average age of death in untreated individuals with MEN1 is significantly lower (55.4 years for men and 46.8 years for women) than that of the general population.
Immunodeficiency is a consistent feature with low serum concentrations of immunoglobulins which may improve with age and a poor immunological response to childhood vaccination. T cell dysfunction and abnormal antibody generation have been reported.
Cytogenetic analysis for fragile X syndrome was first available in the late 1970s when diagnosis of the syndrome and carrier status could be determined by culturing cells in a folate deficient medium and then assessing for "fragile sites" (discontinuity of staining in the region of the trinucleotide repeat) on the long arm of the X chromosome. This technique proved unreliable, however, as the fragile site was often seen in less than 40% of an individual's cells. This was not as much of a problem in males, but in female carriers, where the fragile site could generally only be seen in 10% of cells, the mutation often could not be visualised.
Since the 1990s, more sensitive molecular techniques have been used to determine carrier status. The fragile X abnormality is now directly determined by analysis of the number of CGG repeats using polymerase chain reaction (PCR) and methylation status using Southern blot analysis. By determining the number of CGG repeats on the X chromosome, this method allows for more accurate assessment of risk for premutation carriers in terms of their own risk of fragile X associated syndromes, as well as their risk of having affected children. Because this method only tests for expansion of the CGG repeat, individuals with FXS due to missense mutations or deletions involving "FMR1" will not be diagnosed using this test and should therefore undergo sequencing of the FMR1 gene if there is clinical suspicion of FXS.
Prenatal testing with chorionic villus sampling or amniocentesis allows diagnosis of FMR1 mutation while the fetus is in utero and appears to be reliable.
Early diagnosis of fragile X syndrome or carrier status is important for providing early intervention in children or fetuses with the syndrome, and allowing genetic counselling with regards to the potential for a couple's future children to be affected. Most parents notice delays in speech and language skills, difficulties in social and emotional domains as well as sensitivity levels in certain situations with their children.
Insulitis is an inflammation of the islets of Langerhans, a collection of endocrine tissue located in the pancreas. The islets containing the pancreatic β-cells, and in some cases, the exocrine tissues, become infiltrated by T and B lymphocytes, macrophages and dendritic cells. This innate immune cell and lymphocyte infiltration can result in destruction of the insulin producing beta cells of the islets, and clinical diabetes. Insulitis is often studied in the multiple low dose streptozotocin (MLDS) mouse model or the non-obese diabetic (NOD) mouse model of type 1 diabetes. The chemokine family of proteins may play a key role in promoting leukocytic infiltration into the pancreas prior to pancreatic beta-cell destruction.
Platelets may be enlarged. The membrane surface connected canalicular system is disrupted with prominent tubules and small membranous vesicles. Alpha granules may be missing from the platelets. Despite these abnormalities there is no increased tendency to bleed in this syndrome.
Genetic testing may be available for mutations in the FGDY1 gene. Genetic counseling is indicated for individuals or families who may carry this condition, as there are overlapping features with fetal alcohol syndrome.
Other examinations or tests can help with diagnosis. These can include:
detailed family history
- conducting a detailed physical examination to document morphological features
- testing for genetic defect in FGDY1
- x-rays can identify skeletal abnormalities
- echo cardiogram can screen for heart abnormalities
- CT scan of the brain for cystic development
- X-ray of the teeth
- Ultrasound of abdomen to identify undescended testis
Begin clinical laboratory evaluation of rickets with assessment of serum calcium, phosphate, and alkaline phosphatase levels. In hypophosphatemic rickets, calcium levels may be within or slightly below the reference range; alkaline phosphatase levels will be significantly above the reference range.
Carefully evaluate serum phosphate levels in the first year of life, because the concentration reference range for infants (5.0-7.5 mg/dL) is high compared with that for adults (2.7-4.5 mg/dL).
Serum parathyroid hormone levels are within the reference range or slightly elevated, while calcitriol levels are low or within the lower reference range. Most importantly, urinary loss of phosphate is above the reference range.
The renal tubular reabsorption of phosphate (TRP) in X-linked hypophosphatemia is 60%; normal TRP exceeds 90% at the same reduced plasma phosphate concentration. The TRP is calculated with the following formula:
1 - [Phosphate Clearance (CPi) / Creatinine Clearance (C)] X 100
The World Anti-Doping Agency (WADA) determined that non therapeutic form of genetic manipulation for enhancement of athletic performance is not allowed in sport. The WADA code implemented guidelines to determine if said technology should be prohibited in sport. If two of the three conditions are met, then the technology is prohibited in sport; harmful to one's health, performance enhancing, and/or against the "spirit of sport". The high risks associated with gene therapy can be outweighed by the potential save the lives of individuals with diseases. According to Alain Fischer, who was involved in clinical trials of gene therapy in children with severe combined immunodeficiency, "Only people who are dying would have reasonable grounds for using it. Using gene therapy for doping is ethically unacceptable and scientifically stupid." As seen with past cases, including the steroid tetrahydrogestrinone THG, athletes may choose to incorporate risky genetic technologies into their training regimes.
The mainstream perspective is that gene doping is dangerous and unethical, as is any application of a therapeutic intervention for non-therapeutic or enhancing purposes, and that it compromises the ethical foundation of medicine and the spirit of sport. Others, who support human enhancement on broader grounds, or who see a false dichotomy between "natural" and "artificial" or a denial of the role of technology in improving athletic performance, do not oppose or support gene doping.
The duplication involved in PTLS is usually large enough to be detected through G-banding alone, though there is a high false negative rate. To ascertain the diagnosis when karyotyping results are unclear or negative, more sophisticated techniques such as subtelomeric fluorescent in-situ hybridization analysis and array comparative genomic hybridization (aCGH) may be used.
Diagnosis is suspected according to signs and symptoms, such as skin changes, abnormal growth, and loss of hair. A genetic test for LMNA mutations can confirm the diagnosis of progeria.
There is no treatment for FTHS, though identification of TKS4 mutation as a causative factor may eventually provide new opportunities for neonatal screening in high-risk families.
As there is no known cure, few people with progeria exceed 13 years of age. At least 90% of patients die from complications of atherosclerosis, such as heart attack or stroke.
Mental development is not adversely affected; in fact, intelligence tends to be average to above average. With respect to the features of aging that progeria appears to manifest, the development of symptoms is comparable to aging at a rate eight to ten times faster than normal. With respect to features of aging that progeria does not exhibit, patients show no neurodegeneration or cancer predisposition. They also do not develop conditions that are commonly associated with aging, such as cataracts (caused by UV exposure) and osteoarthritis.
Although there may not be any successful treatments for progeria itself, there are treatments for the problems it causes, such as arthritic, respiratory, and cardiovascular problems. Sufferers of progeria have normal reproductive development and there are known cases of women with progeria who had delivered healthy offspring.
Sensenbrenner syndrome (OMIM #218330) is a rare (less than 20 cases reported by 2010) multisystem disease first described in 1975. It is inherited in an autosomal recessive fashion, and a number of genes appear to be responsible. Three genes responsible have been identified: intraflagellar transport (IFT)122 (WDR10), IFT43 — a subunit of the IFT complex A machinery of primary cilia, and WDR35 (IFT121: TULP4)
It is also known as Sensenbrenner–Dorst–Owens syndrome, Levin Syndrome I and cranioectodermal dysplasia (CED)
Oral phosphate, 9, calcitriol, 9; in the event of severe bowing, an osteotomy may be performed to correct the leg shape.
There are no current treatments or cures for the underlying defects of FXS. Management of FXS may include speech therapy, behavioral therapy, sensory integration occupational therapy, special education, or individualised educational plans, and, when necessary, treatment of physical abnormalities. Persons with fragile X syndrome in their family histories are advised to seek genetic counseling to assess the likelihood of having children who are affected, and how severe any impairments may be in affected descendants.
Some people may have some mental slowness, but children with this condition often have good social skills. Some males may have problems with fertility.
Modern medical treatment for computer-induced medical problems like carpal tunnel syndrome include splints, surgery, corticosteroids, and physiotherapy therapy.
Alternative medicine for computer-induced medical problems has also been shown to be effective, notably acupuncture.