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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)
Funded by The Federal Ministry for Economic Affairs and Energy; Grant: 01MD19013D, Smart-MD Project, Digital Technologies
Polycythemia (also known as polycythaemia or polyglobulia) is a disease state in which the hematocrit (the volume percentage of red blood cells in the blood) is elevated.
It can be due to an increase in the number of red blood cells ("absolute polycythemia") or to a decrease in the volume of plasma ("relative polycythemia"). Polycythemia is sometimes called erythrocytosis, but the terms are not synonymous, because polycythemia refers to any increase in red blood cells, whereas erythrocytosis only refers to a documented increase of red cell mass.
The emergency treatment of polycythemia (e.g., in hyperviscosity or thrombosis) is by phlebotomy (removal of blood from the circulation). Depending on the underlying cause, phlebotomy may also be used on a regular basis to reduce the hematocrit. Cytostatics such as busulfan and hydroxyurea are sometimes used for long-term management of polycythemia.
Primary polycythemias are due to factors intrinsic to red cell precursors. Polycythemia vera (PCV), polycythemia rubra vera (PRV), or erythremia, occurs when excess red blood cells are produced as a result of an abnormality of the bone marrow. Often, excess white blood cells and platelets are also produced. PCV is classified as a myeloproliferative disease. Symptoms include headaches and vertigo, and signs on physical examination include an abnormally enlarged spleen and/or liver. In some cases, affected individuals may have associated conditions including high blood pressure or formation of blood clots. Transformation to acute leukemia is rare. Phlebotomy is the mainstay of treatment. A hallmark of polycythemia is an elevated hematocrit, with Hct > 55% seen in 83% of cases. A somatic (non-hereditary) mutation (V617F) in the "JAK2" gene is found in 95% of cases, though also present in other myeloproliferative disorders.
Primary familial polycythemia, also known as primary familial and congenital polycythemia (PFCP), exists as a benign hereditary condition, in contrast with the myeloproliferative changes associated with acquired PCV. In many families, PFCP is due to an autosomal dominant mutation in the "EPOR" erythropoietin receptor gene. PFCP can cause an increase of up to 50% in the oxygen-carrying capacity of the blood; skier Eero Mäntyranta had PFCP, which is considered to have given him a large advantage in endurance events.
Myomatous erythrocytosis syndrome describes an excessive erythrocyte (red blood cells) production, occurring in about 0.5% of individuals affected by uterine leiomyomas (fibroids). This syndrome is believed to be caused by increased erythropoietin (EPO) production by the kidneys or by the leiomyomas themselves.
Symptoms of sideroblastic anemia include skin paleness, fatigue, dizziness, and enlarged spleen and liver. Heart disease, liver damage, and kidney failure can result from iron buildup in these organs.
Sideroblastic anemia is typically divided into subtypes based on its cause.
- Hereditary or congenital sideroblastic anemia may be X-linked or autosomal.
GLRX5 has also been implicated.
- Acquired, or secondary, sideroblastic anemia develops after birth and is divided according to its cause.
High platelet levels do not necessarily signal any clinical problems, and are picked up on a routine full blood count. However, it is important that a full medical history be elicited to ensure that the increased platelet count is not due to a secondary process. Often, it occurs in tandem with an inflammatory disease, as the principal stimulants of platelet production (e.g. thrombopoietin) are elevated in these clinical states as part of the acute phase reaction.
High platelet counts can occur in patients with polycythemia vera (high red blood cell counts), and is an additional risk factor for complications.
A very small segment of patients report symptoms of erythromelalgia, a burning sensation and redness of the extremities that resolves with cooling and/or aspirin use.
Scientific literature sometimes excludes thrombocytosis from the scope of thrombophilia by definition, but practically, by the definition of thrombophilia as an increased predisposition to thrombosis, thrombocytosis (especially primary thrombocytosis) is a potential cause of thrombophilia. Conversely, secondary thrombocytosis very rarely causes thrombotic complications.
Increased platelet counts can be due to a number of disease processes:
- Essential (primary)
- Essential thrombocytosis (a form of myeloproliferative disease)
- Other myeloproliferative disorders such as chronic myelogenous leukemia, polycythemia vera, myelofibrosis
- Reactive (secondary)
- Inflammation
- Surgery (which leads to an inflammatory state)
- Hyposplenism (decreased breakdown due to decreased function of the spleen)
- Splenectomy
- Asplenia (absence of normal spleen function)
- Iron deficiency anemia or hemorrhage
Over-medication with drugs that treat thrombocytopenia, such as eltrombopag or romiplostim, may also result in thrombocytosis.
Other causes include the following
- Kawasaki disease
- Soft tissue sarcoma
- Osteosarcoma
- Dermatitis (rarely)
- Inflammatory bowel disease
- Rheumatoid arthritis
- Nephritis
- Nephrotic syndrome
- Bacterial diseases, including pneumonia, sepsis, meningitis, urinary tract infections, and septic arthritis.
The vast majority of causes of thrombocytosis are acquired disorders, but in a few cases, they may be congenital, such as thrombocytosis due to congenital asplenia.
Mineralocorticoid manifestations of severe 11β-hydroxylase deficient CAH can be biphasic, changing from deficiency (salt-wasting) in early infancy to excess (hypertension) in childhood and adult life.
Salt-wasting in early infancy does not occur in most cases of 11β-OH CAH but can occur because of impaired production of aldosterone aggravated by inefficiency of salt conservation in early infancy. When it occurs it resembles the salt-wasting of severe 21-hydroxylase deficient CAH: poor weight gain and vomiting in the first weeks of life progress and culminate in life-threatening dehydration, hyponatremia, hyperkalemia, and metabolic acidosis in the first month.
Despite the inefficient production of aldosterone, the more characteristic mineralocorticoid effect of 11β-OH CAH is hypertension. Progressive adrenal hyperplasia due to persistent elevation of ACTH results in extreme overproduction of 11-deoxycorticosterone (DOC) by mid-childhood. DOC is a weak mineralocorticoid, but usually reaches high enough levels in this disease to cause effects of mineralocorticoid excess: salt retention, volume expansion, and hypertension.
People with visible marks generally feel fine (physically) and can act normally, but when it is mentioned, they may become withdrawn and self-conscious. Some children may have low self-esteem due to the condition.
CMTC is an uncommon, sporadic congenital vascular malformation characterized by a generalized or localized reticulated cutaneous vascular network.
Cutaneous lesions described in patients with CMTC include nevus flammeus, hemangioma, nevus anemicus, café-au-lait spots, melanocytic nevus, aplasia cutis and acral cyanosis.
It has a marbled bluish to deep-purple appearance. The dark skin lesions often show a palpable loss of dermal substance. The reticulated mottling frequently appears more prominent in a cold environment (physiologic cutis marmorata), but tends not to disappear with warming. Hence, the erythema may be worsened by cooling, physical activity, or crying.
CMTC frequently involves the extremities, with the lower extremities involved most commonly, followed by the upper extremities, and then the trunk and face. The lower extremities often show atrophy and seldom show hypertrophy resulting in limb circumference discrepancy.
When located on the trunk, the lesions of CMTC tend to show mosaic distribution in streaks with a sharp midline demarcation seen across the abdomen. The lesions are primarily localized, but can be segmental or generalized, often unilateral in appearance. Diffuse involvement of the skin is usually not observed.
Although its course is variable, the majority of lesions in mild cases fade by adolescence. Ulceration and secondary infection are complications in severe cases and can be fatal if present in the neonatal period.
Signs and symptoms include: hypoglycemia, dehydration, weight loss, and disorientation. Additional signs and symptoms include weakness, tiredness, dizziness, low blood pressure that falls further when standing (orthostatic hypotension), cardiovascular collapse, muscle aches, nausea, vomiting, and diarrhea. These problems may develop gradually and insidiously. Addison's disease can present with tanning of the skin that may be patchy or even all over the body. Characteristic sites of tanning are skin creases (e.g. of the hands) and the inside of the cheek (buccal mucosa). Goitre and vitiligo may also be present. Eosinophilia may also occur.
Anomalies resembling Pelger–Huët anomaly that are acquired rather than congenital have been described as pseudo Pelger–Huët anomaly. These can develop in the course of acute myelogenous leukemia or chronic myelogenous leukemia and in myelodysplastic syndrome. It has also been described in Filovirus disease.
In patients with these conditions, the pseudo–Pelger–Huët cells tend to appear late in the disease and often appear after considerable chemotherapy has been administered. The morphologic changes have also been described in myxedema associated with panhypopituitarism, vitamin B12 and folate deficiency, multiple myeloma, enteroviral infections, malaria, muscular dystrophy, leukemoid reaction secondary to metastases to the bone marrow, and drug sensitivity, sulfa and valproate toxicities are examples. In some of these conditions, especially the drug-induced cases, identifying the change as Pelger–Huët anomaly is important because it obviates the need for further unnecessary testing for cancer.
Peripheral blood smear shows a predominance of neutrophils with bilobed nuclei which are composed of two nuclear masses connected with a thin filament of chromatin. It resembles the pince-nez glasses, so it is often referred to as pince-nez appearance. Usually the congenital form is not associated with thrombocytopenia and leukopenia, so if these features are present more detailed search for myelodysplasia is warranted, as pseudo-Pelger–Huët anomaly can be an early feature of myelodysplasia.
Because 11β-hydroxylase activity is not necessary in the production of sex steroids (androgens and estrogens), the hyperplastic adrenal cortex produces excessive amounts of DHEA, androstenedione, and especially testosterone.
These androgens produce effects that are similar to those of 21-hydroxylase deficient CAH. In the severe forms, XX (genetically female) fetuses can be markedly virilized, with ambiguous genitalia that look more male than female, though internal female organs, including ovaries and uterus develop normally.
XY fetuses (genetic males) typically show no abnormal features related to androgen excess. A megalopenis (>22 cm/8.7in) is usually present in male patients.
In milder mutations, androgen effects in both sexes appear in mid-childhood as early pubic hair, overgrowth, and accelerated bone age. Although "nonclassic" forms causing hirsutism and menstrual irregularities and appropriate steroid elevations have been reported, most have not had verifiable mutations and mild 11β-hydroxylase deficient CAH is currently considered a very rare cause of hirsutism and infertility.
All of the issues related to virilization, neonatal assignment, advantages and disadvantages of genital surgery, childhood and adult virilization, gender identity and sexual orientation are similar to those of 21-hydroxylase CAH and elaborated in more detail in Congenital adrenal hyperplasia.
There are three major types of adrenal insufficiency.
- Primary adrenal insufficiency is due to impairment of the adrenal glands.
- 80% are due to an autoimmune disease called Addison's disease or autoimmune adrenalitis.
- One subtype is called idiopathic, meaning of unknown cause.
- Other cases are due to congenital adrenal hyperplasia or an adenoma (tumor) of the adrenal gland.
- Secondary adrenal insufficiency is caused by impairment of the pituitary gland or hypothalamus. Its principal causes include pituitary adenoma (which can suppress production of adrenocorticotropic hormone (ACTH) and lead to adrenal deficiency unless the endogenous hormones are replaced); and Sheehan's syndrome, which is associated with impairment of only the pituitary gland.
- Tertiary adrenal insufficiency is due to hypothalamic disease and a decrease in the release of corticotropin releasing hormone (CRH). Causes can include brain tumors and sudden withdrawal from long-term exogenous steroid use (which is the most common cause overall).
It can be asymptomatic, but these symptoms may be present:
- Fatigue
- Headache
- High blood pressure
- Hypokalemia
- Hypernatraemia
- Hypomagnesemia
- Intermittent or temporary paralysis
- Muscle spasms
- Muscle weakness
- Numbness
- Polyuria
- Polydipsia
- Tingling
- Metabolic alkalosis
During the first few weeks after birth, when the lesions are not very reticulated, CMTC may look very similar to vascular lesions such as port-wine stains. However, during follow-up, CMTC lesions become characteristic in their appearance. They must be differentiated from other causes of persistent reticulated vascular lesions, such as those in the following table:
In contrast to Hartnup disease and related tubular conditions, Fanconi syndrome affects the transport of many different substances, so is not considered to be a defect in a specific channel, but a more general defect in the function of the proximal tubules.
Different diseases underlie Fanconi syndrome; they can be inherited, congenital, or acquired.
Microcoria is a congenital disease in which the pupils of the subject are narrower than 2 mm in diameter. Microcoria is associated with juvenile-onset glaucoma. It is also associated with Pierson syndrome chararacterized by microcoria and congenital nephrotic syndrome. The defect is in the Laminin beta 2 gene on chromosome 3p21 which encodes a protein essential to the glomerular basement membrane.
It is also part of the known manifestations of a born infant to a mother suffering from uncontrolled hyperglycemia. Other symptoms include transposition of great vessels, respiratory distress secondary to surfactant defect, sacral agensis, jitteriness, irritability, and lethargy due to rebound fetal hypoglycemia. Congenital microcoria is an autosomal dominant trait. However, it can also occur sporadically.
A number of conditions may cause the appearance of livedo reticularis:
- Cutis marmorata telangiectatica congenita, a rare congenital condition
- Sneddon syndrome – association of livedoid vasculitis and systemic vascular disorders, such as strokes, due to underlying genetic cause
- Idiopathic livedo reticularis – the most common form of livedo reticularis, completely benign condition of unknown cause affecting mostly young women during the winter: It is a lacy purple appearance of skin in extremities due to sluggish venous blood flow. It may be mild, but ulceration may occur later in the summer.
- Secondary livedo reticularis:
- Vasculitis autoimmune conditions:
- Livedoid vasculitis – with painful ulceration occurring in the lower legs
- Polyarteritis nodosa
- Systemic lupus erythematosus
- Dermatomyositis
- Rheumatoid arthritis
- Lymphoma
- Pancreatitis
- Chronic pancreatitis
- Tuberculosis
- Drug-related:
- Adderall (side effect)
- Amantadine (side effect)
- Bromocriptine (side effect)
- Beta IFN treatment, "i.e." in multiple sclerosis
- Livedo reticularis associated with rasagiline
- Methylphenidate and dextroamphetamine-induced peripheral vasculopathy
- Gefitinib
- Obstruction of capillaries:
- Cryoglobulinaemia – proteins in the blood that clump together in cold conditions
- Antiphospholipid syndrome due to small blood clots
- Hypercalcaemia (raised blood calcium levels which may be deposited in the capillaries)
- Haematological disorders of polycythaemia rubra vera or thrombocytosis (excessive red cells or platelets)
- Infections (syphilis, tuberculosis, Lyme disease)
- Associated with acute renal failure due to cholesterol emboli status after cardiac catheterization
- Arteriosclerosis (cholesterol emboli) and homocystinuria (due to Chromosome 21 autosomal recessive Cystathionine beta synthase deficiency)
- Intra-arterial injection (especially in drug addicts)
- Ehlers-Danlos syndrome – connective tissue disorder, often with many secondary conditions, may be present in all types
- Pheochromocytoma
- Livedoid vasculopathy and its association with factor V Leiden mutation
- FILS syndrome (polymerase ε1 mutation in a human syndrome with facial dysmorphism, immunodeficiency, livedo, and short stature)
- Primary hyperoxaluria, oxalosis (oxalate vasculopathy)
- Cytomegalovirus infection (very rare clinical form, presenting with persistent fever and livedo reticularis on the extremities and cutaneous necrotizing vasculitis of the toes)
- Generalized livedo reticularis induced by silicone implants for soft tissue augmentation
- As a rare skin finding in children with Down syndrome
- Idiopathic livedo reticularis with polyclonal IgM hypergammopathy
- CO angiography (rare, reported case)
- A less common skin lesion of Churg-Strauss syndrome
- Erythema nodosum-like cutaneous lesions of sarcoidosis showing livedoid changes in a patient with sarcoidosis and Sjögren's syndrome
- Livedo vasculopathy associated with IgM antiphosphatidylserine-prothrombin complex antibody
- Livedo vasculopathy associated with plasminogen activator inhibitor-1 promoter homozygosity and prothrombin G20210A heterozygosity
- As a first sign of metastatic breast carcinoma (very rare)
- Livedo reticularis associated with renal cell carcinoma (rare)
- Buerger's disease (as an initial symptom)
- As a rare manifestation of Graves hyperthyroidism
- Associated with pernicious anaemia
- Moyamoya disease (a rare, chronic cerebrovascular occlusive disease of unknown cause, characterized by progressive stenosis of the arteries of the circle of Willis leading to an abnormal capillary network and resultant ischemic strokes or cerebral hemorrhages)
- Associated with the use of a midline catheter
- Familial primary cryofibrinogenemia.
The clinical features of proximal renal tubular acidosis are:
- Polyuria, polydipsia and dehydration
- Hypophosphatemic rickets (in children) and osteomalacia (in adults)
- Growth failure
- Acidosis
- Hypokalemia
- Hyperchloremia
Other features of the generalized proximal tubular dysfunction of the Fanconi syndrome are:
- Hypophosphatemia/hyperphosphaturia
- Glycosuria
- Proteinuria/aminoaciduria
- Hyperuricosuria
Livedo reticularis is a common skin finding consisting of a mottled reticulated vascular pattern that appears as a lace-like purplish discoloration of the skin. The discoloration is caused by swelling of the venules owing to obstruction of capillaries by small blood clots. The blood clots in the small blood vessels can be a secondary effect of a condition that increases a person's risk of forming blood clots, including a wide array of pathological and nonpathological conditions . Examples include hyperlipidemia, microvascular hematological or anemia states, nutritional deficiencies, hyper- and autoimmune diseases, and drugs/toxins.
The condition may be normal or related to more severe underlying pathology. Its differential diagnosis is broadly divided into possible blood diseases, autoimmune (rheumatologic) diseases, cardiovascular diseases, cancers, and endocrine disorders. It can usually (in 80% of cases) be diagnosed by biopsy.
It may be aggravated by exposure to cold, and occurs most often in the lower extremities.
The condition's name derives from the Latin "livere" meaning bluish and "reticular" which refers to the net-like appearance.
CVG is classified according to the presence, or lack of underlying cause. Studies suggest that CVG often occurs in individuals in a secondary form to other ailments. However, the condition can also be present on its own. CVG can be classified into two forms: ‘primary’ (essential and non-essential) and ‘secondary’.
The classifications are:
Primary essential CVG is where the cause of the condition in unknown. It has no other associated abnormalities. This occurs mainly in men, with a male:female ratio of 5 or 6:1, and develops during or soon after puberty. Because of the slow progression of the condition, which usually occurs without symptom, it often passes unnoticed in the early stage
Primary non essential CVG can be associated with neuropsychiatric disorders including cerebral palsy, epilepsy, seizures and ophthalmologic abnormalities, most commonly cataracts.
Secondary CVG occurs as a consequence of a number of diseases or drugs that produce changes in scalp structure. These include: acromegaly (excessive growth hormone levels due to pituitary gland tumours), excessive drug use that mimics acromegaly (including the injection of growth hormone itself and drugs that stimulate growth hormone output, such as GHRP-6 and CJC-1295), melanocytic naevi (moles), birthmarks (including connective tissue naevi, fibromas and naevus lipomatosus), and inflammatory processes (e.g., eczema, psoriasis, Darier disease, folliculitis, impetigo, atopic dermatitis, acne).
The causes of primary hyperaldosteronism are adrenal hyperplasia and adrenal adenoma (Conn's syndrome).
These cause hyperplasia of aldosterone-producing cells of the adrenal cortex resulting in primary hyperaldosteronism.
The causes of secondary hyperaldosteronism are massive ascites, left ventricular failure, and cor pulmonale.
These act either by decreasing circulating fluid volume or by decreasing cardiac output, with resulting increase in renin release leading to secondary hyperaldosteronism.
There are several causes for this condition, including adrenal insufficiency, congenital adrenal hyperplasia, and medications (certain diuretics, NSAIDs, and ACE inhibitors).
- Primary Aldosterone deficiency
1. Primary adrenal insufficiency
2. Congenital adrenal hyperplasia (21 and 11β but not 17)
3. Aldosterone synthase deficiency
- Secondary Aldosterone deficiency
1. Secondary adrenal insufficiency
2. Diseases of the pituitary or hypothalamus
- Hyporeninemic hypoaldosteronism (due to decreased angiotensin 2 production as well as intra-adrenal dysfunction)
1. Renal dysfunction-most commonly diabetic nephropathy
2. NSAIDs
3. Ciclosporin
Pelger–Huët anomaly (pronunciation: [pel′gər hyo̅o̅′ət]) is a blood laminopathy associated with the lamin B receptor.
It is characterized by a white blood cell type known as a neutrophil whose nucleus is hyposegmented.
It is a genetic disorder with an autosomal dominant inheritance pattern. Heterozygotes are clinically normal, although their neutrophils may be mistaken for immature cells which may cause mistreatment in a clinical setting. Homozygotes tend to have neutrophils with rounded nuclei that do have some functional problems.
The four men and two women were all diagnosed at middle age. The symptoms were slowly and steadily progressive. Telangiectasias developed over the face, trunk and arms. Increased serum erythropoietin levels, eventually exceeding 5000 mU /ml, preceded the intrapulmonary shunting and the development of hypoxemia. Sampling of the perinephric fluid revealed a clear, serous fluid with low levels of protein, few leukocytes and no cholesterol or triglycerides. An IgG monoclonal gammopathy was implicated in the four patients tested (with an associated kappa light chain in all three patients tested). Spontaneous venous thromboses occurred in three patients, two of whom also had spontaneous intracranial bleeding in the absence of blood vessels malformations.
Since then more patients with the syndrome have been reported.