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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 signs and symptoms in the increasingly rare cases of cryoglobulinemic disease that cannot be attributed to an underlying disease generally resemble those of patients suffering Type II and III (i.e. mixed) cryoglobulinemic disease.
Signs and symptoms due to the cryoglobulins of type I disease reflect the hyperviscosity and deposition of cryoglobulins within the blood vessels which reduce or stop blood perfusion to tissues. These events occur particularly in cases where blood cryoglobulin levels of monoclonal IgM are high in patients with IgM MGUS, smoldering Waldenström's macroglobulinemia, or Waldenström's macroglobulinemia and in uncommon cases where the levels of monoclonal IgA, IgG, free κ light chains, or free λ light chains are extremely high in patients with non-IgM MGUS, non-IgM smoldering multiple myeloma, or multiple myeloma. The interruption of blood flow to neurological tissues can cause symptoms of confusion, headache, hearing loss, and peripheral neuropathy. Interruption of blood flow to other tissues in type I disease can cause cutaneous manifestations of purpura, acrocyanosis, necrosis, ulcers, and livedo reticularis; spontaneous nose bleeds, joint pain, membranoproliferative glomerulonephritis; and cardiovascular disturbances such as shortness of breath, hypoxemia, and congestive heart failure.
An autoimmune disease is a condition arising from an abnormal immune response to a normal body part. There are at least 80 types of autoimmune diseases. Nearly any body part can be involved. Common symptoms include low grade fever and feeling tired. Often symptoms come and go.
The symptoms of CVID vary between people affected. Its main features are hypogammaglobulinemia and recurrent infections. Hypogammaglobulinemia manifests as a significant decrease in the levels of IgG antibodies, usually alongside IgA antibodies; IgM antibody levels are also decreased in about half of people. Infections are a direct result of the low antibody levels in the circulation, which do not adequately protect them against pathogens. The microorganisms that most frequently cause infections in CVID are bacteria Haemophilus influenzae, Streptococcus pneumoniae and Staphylococcus aureus. Pathogens less often isolated from people include Neisseria meningitidis, Pseudomonas aeruginosa and Giardia lamblia. Infections mostly affect the respiratory tract (nose, sinuses, bronchi, lungs) and the ears; they can also occur at other sites, such as the eyes, skin and gastrointestinal tract. These infections respond to antibiotics but can recur upon discontinuation of antibiotics. Bronchiectasis can develop when severe, recurrent pulmonary infections are left untreated.
In addition to infections, people with CVID can develop complications. These include:
- autoimmune manifestations, e.g. pernicious anemia, autoimmune haemolytic anemia (AHA), idiopathic thrombocytopenic purpura (ITP), psoriasis, vitiligo, rheumatoid arthritis, primary hypothyroidism, atrophic gastritis. Autoimmunity is the main type of complication in people with CVID, appearing in some form in up to 50% of individuals;
- malignancies, particularly Non-Hodgkin's lymphoma and gastric carcinoma;
- enteropathy, which manifests with a blunting of intestinal villi and inflammation, and is usually accompanied by symptoms such as abdominal cramps, diarrhea, constipation and, in some cases, malabsorption and weight loss. Symptoms of CVID enteropathy are similar to those of celiac disease, but don't respond to a gluten-free diet. Infectious causes must be excluded before a diagnosis of enteropathy can be made, as people with CVID are more susceptible to intestinal infections, e.g. by Giardia lamblia;
- lymphocytic infiltration of tissues, which can cause enlargement of lymph nodes (lymphadenopathy), of the spleen (splenomegaly) and of the liver (hepatomegaly), as well as the formation of granulomas. In the lung this is known as Granulomatous–lymphocytic interstitial lung disease.
Anxiety and depression can occur as a result of dealing with the other symptoms.
People generally complain of severe fatigue.
An immune disorder is a dysfunction of the immune system. These disorders can be characterized in several different ways:
- By the component(s) of the immune system affected
- By whether the immune system is overactive or underactive
- By whether the condition is congenital or acquired
According to the International Union of Immunological Societies, more than 150 primary immunodeficiency diseases (PIDs) have been characterized. However, the number of acquired immunodeficiencies exceeds the number of PIDs.
It has been suggested that most people have at least one primary immunodeficiency. Due to redundancies in the immune system, though, many of these are never detected.
People with monoclonal gammopathy generally do not experience signs or symptoms. Some people may experience a rash or nerve problems, such as numbness or tingling. Severe renal disease has also been found in a subset of those with monoclonal gammopathy. MGUS is usually detected by chance when the patient has a blood test for another condition or as part of standard screening.
Common variable immunodeficiency (CVID) is an immune disorder characterized by recurrent infections and low antibody levels, specifically in immunoglobulin (Ig) types IgG, IgM and IgA. Generally symptoms include high susceptibility to foreign invaders, chronic lung disease, and inflammation and infection of the gastrointestinal tract. However, symptoms vary greatly between people. CVID is a lifelong disease.
The cause of CVID is poorly understood. Deletions in genes that encode cell surface proteins and cytokine receptors, such as CD19, CD20, CD21, and CD80, is a likely cause. A deletion is a mutation in which part of the chromosome is lost during DNA replication which may include several genes, or as few as a single base pair. Additionally, the disease is defined by T cell defects, namely reduced proliferative capacity. The disease is hard to diagnose, taking on average 6–7 years after onset.
Treatment options are limited, and usually include lifelong immunoglobulin replacement therapy. This therapy is thought to help reduce bacterial infections. This treatment alone is not wholly effective, and many people still experience other symptoms like lung disease and noninfectious inflammatory symptoms.
CVID was first diagnosed over 60 years ago, and since has emerged as the predominant class of primary antibody deficiencies. CVID is formally diagnosed by levels of IgG and IgA more than two standard deviations from the norm, and no other cause for hypogammaglobulinemia, an abnormally low level of immunoglobulins in the blood. It is thought to affect between 1 in 25,000 to 1 in 50,000 people worldwide.
The signs and symptoms of Kikuchi disease are fever, enlargement of the lymph nodes (lymphadenopathy), skin rashes, and headache. Rarely, enlargement of the liver and spleen and nervous system involvement resembling meningitis are seen. Often a bout of extreme fatigue can occur - often taking hold during latter parts of the day and the affected person can be more prone to fatigue from exercise.
Monoclonal gammopathy of undetermined significance (MGUS, "unknown" or "uncertain" may be substituted for "undetermined"), formerly benign monoclonal gammopathy, is a condition in which an abnormal immunoglobin protein (known as a paraprotein) is found in the blood during standard laboratory blood tests. MGUS resembles multiple myeloma and similar diseases, but the levels of antibody are lower, the number of plasma cells (white blood cells that secrete antibodies) in the bone marrow is lower, and it has no symptoms or major problems. However, multiple myeloma develops at the rate of about 1.5% a year, so doctors recommend monitoring it yearly.
The progression from MGUS to multiple myeloma usually involves several steps. In rare cases, it may also be related with a slowly progressive symmetric distal sensorimotor neuropathy.
Chronic inflammatory demyelinating polyneuropathy (CIDP) is an acquired immune-mediated inflammatory disorder of the peripheral nervous system. The disorder is sometimes called chronic relapsing polyneuropathy (CRP) or chronic inflammatory demyelinating polyradiculoneuropathy (because it involves the nerve roots). CIDP is closely related to Guillain–Barré syndrome and it is considered the chronic counterpart of that acute disease. Its symptoms are also similar to progressive inflammatory neuropathy. An asymmetrical variant of CIDP is known as Lewis-Sumner Syndrome.
Among the presentation consistent with hyper IgM syndrome are the following:
- Infection/"Pneumocystis" pneumonia (PCP), which is common in infants with hyper IgM syndrome, is a serious illness. PCP is one of the most frequent and severe opportunistic infections in people with weakened immune systems. Many CD40 Ligand Deficiency are first diagnosed after having PCP in their first year of life. The fungus is common and is present in over 70% of healthy people’s lungs, however, Hyper IgM patients are not able to fight it off without the administration of Bactrim)
- Hepatitis (Hepatitis C)
- Chronic diarrhea
- Hypothyroidism
- Neutropenia
- Arthritis
- Encephalopathy (degenerative)
The main symptoms of Devic's disease are loss of vision and spinal cord function. Optic neuritis may manifest as visual impairment with decreased visual acuity, although visual field defects, or loss of color vision may occur in isolation or prior to formal loss of acuity. Spinal cord dysfunction can lead to muscle weakness, reduced sensation, or loss of bladder and bowel control. The typical patient has an acute and severe spastic weakness of the legs (paraparesis) or all four limbs (quadriparesis) with sensory signs, often accompanied by loss of bladder control.
Immunoproliferative disorders, also known as immunoproliferative diseases or immunoproliferative neoplasms, are disorders of the immune system that are characterized by the abnormal proliferation of the primary cells of the immune system, which includes B cells, T cells and natural killer (NK) cells, or by the excessive production of immunoglobulins (also known as antibodies).
These disorders are subdivided into three main classes, which are lymphoproliferative disorders, hypergammaglobulinemia, and paraproteinemia. The first is cellular, and the other two are humoral (however, humoral excess can be secondary to cellular excess.)
- "Lymphoproliferative disorders" (LPDs) refer to several conditions in which lymphocytes are produced in excessive quantities. They typically occur in patients who have compromised immune systems. This subset is sometimes incorrectly equated with "immunoproliferative disorders".
- Humoral
- "Hypergammaglobulinemia" is characterized by increased levels of immunoglobulins in the blood serum. Five different hypergammaglobulinemias are caused by an excess of immunoglobulin M (IgM), and some types are caused by a deficiency in the other major types of immunoglobulins.
- "Paraproteinemia" or "monoclonal gammopathy" is the presence of excessive amounts of a single monoclonal gammaglobulin (called a "paraprotein") in the blood.
The signs and symptoms of POEMS syndrome are highly variable. This often leads to long delays (e.g. 13–18 months) between the onset of initial symptoms and diagnosis. In addition to the signs and symptoms indicated by the POEMS acronym, the PEST acronym is used to describe some of the other signs and symptoms of the disease. PEST stands for Papilledema, evidence of Extravascular volume overload (ascites, pleural effusion, pericardial effusion, and lower extremity edema), Sclerotic bone lesions, and Thrombocytosis/erythrocytosis (i.e. increased in blood platelets and red blood cells). Other features of the disease include a tendency toward leukocytosis, blood clot formation, abnormal lung function (restrictive lung disease, pulmonary hypertension, and impaired lung diffusion capacity), very high blood levels of the cytokine vascular endothelial growth factor (VEGF), and an overlap with the signs and symptoms of multicentric Castleman disease.
Kikuchi disease or Kikuchi-Fujimoto disease was described in 1972 in Japan. It is also known as histiocytic necrotizing lymphadenitis, Kikuchi necrotizing lymphadenitis, phagocytic necrotizing lymphadenitis, subacute necrotizing lymphadenitis, and necrotizing lymphadenitis.
It was first described by Dr Masahiro Kikuchi (1935–2012) in 1972 and independently by Y. Fujimoto.
The more common features of the disease are summarized in the acronym POEMS:
Papilledema (swelling of the optic disc) often but not always due to increased intracranial pressure) is the most common ocular sign of POEMS syndrome, occurring in ≥29% of cases. Less frequent ocular findings include cystoid macular edema, serous macular detachment, infiltrative orbitopathy, and venous sinus thrombosis.
Pulmonary disease/ Polyneuropathy: The lungs are often affected at more severe stages of the illness, although since by then physical exertion is usually limited by neuropathy, shortness of breath is unusual. Pulmonary hypertension is the most serious effect on the lungs, and there may also be restriction of chest expansion or impaired gas exchange.
Organomegaly: The liver may be enlarged, and less often the spleen or lymph nodes, though these organs usually function normally.
Edema: Leakage of fluid into the tissues is a common and often severe problem. This may take several forms, including dependent peripheral edema, pulmonary edema, effusions such as pleural effusion or ascites, or generalized capillary leakage (anasarca).
Endocrinopathy: In women, amenorrhea, and in men, gynecomastia, erectile dysfunction and testicular atrophy, are common early symptoms due to dysfunction of the gonadal axis. Other hormonal problems occurring in at least a quarter of patients include type 2 diabetes, hypothyroidism, and adrenal insufficiency.
Monoclonal paraprotein: In most cases a serum myeloma protein can be detected, although this is not universal. This may represent IgG or IgA, but the light chain type is almost always lambda. This is in contrast to most paraproteinemic neuropathies, in which the paraprotein is usually an IgM antibody.
Skin changes: A very wide variety of skin problems have been reported in association with POEMS syndrome. The most common is non-specific hyperpigmentation. The fingernails may be clubbed or white. There may be thickening of the skin, excess hair or hair in unusual places (hypertrichosis), skin angiomas or hemangiomas, or changes reminiscent of scleroderma.
There are several types of immune-mediated neuropathies recognised. These include
- Chronic inflammatory demyelinating polyneuropathy (CIPD) with subtypes:
- Classical CIDP
- CIDP with diabetes
- CIDP/monoclonal gammopathy of undetermined significance
- Sensory CIDP
- Multifocal motor neuropathy
- Multifocal acquired demyelinating sensory and motor neuropathy (Lewis-Sumner syndrome)
- Multifocal acquired sensory and motor neuropathy
- Distal acquired demyelinating sensory neuropathy
- Guillain-Barre syndrome with subtypes:
- Acute inflammatory demyelinating polyradiculoneuropathy
- Acute motor axonal neuropathy
- Acute motor and sensory axonal neuropathy
- Acute pandysautonomia
- Miller Fisher syndrome
- IgM monoclonal gammopathies with subtypes:
- Waldenstrom's macroglobulinemia
- Mixed cryoglobulinemia, gait ataxia, late-onset polyneuropathy syndrome
- Myelin-associated glycoprotein-associated gammopathy, polyneuropathy, organomegaly, endocrinopathy, M-protein and skin changes syndrome (POEMS)
For this reason a diagnosis of chronic inflammatory demyelinating polyneuropathy needs further investigations.
The diagnosis is usually provisionally made through a clinical neurological examination. Patients usually present with a history of weakness, numbness, tingling, pain and difficulty in walking. They may additionally present with fainting spells while standing up or burning pain in extremities. Some patients may have sudden onset of back pain or neck pain radiating down the extremities, usually diagnosed as radicular pain. These symptoms are usually progressive and may be intermittent.
Autonomic system dysfunction can occur; in such a case, the patient would complain of orthostatic dizziness, problems breathing, eye, bowel, bladder and cardiac problems. The patient may also present with a single cranial nerve or peripheral nerve dysfunction.
On examination the patients may have weakness, and loss of deep tendon reflexes (rarely increased or normal). There may be atrophy (shrinkage) of muscles, fasciculations (twitching) and loss of sensation. Patients may have multi-focal motor neuropathy, as they have no sensory loss.
Most experts consider the necessary duration of symptoms to be greater than 8 weeks for the diagnosis of CIDP to be made.
Typical diagnostic tests include:
- Electrodiagnostics – electromyography (EMG) and nerve conduction study (NCS). In usual CIDP, the nerve conduction studies show demyelination. These findings include:
1. a reduction in nerve conduction velocities;
2. the presence of conduction block or abnormal temporal dispersion in at least one motor nerve;
3. prolonged distal latencies in at least two nerves;
4. absent F waves or prolonged minimum F wave latencies in at least two motor nerves. (In some case EMG/NCV can be normal).
- Serum test to exclude other autoimmune diseases.
- Lumbar puncture and serum test for anti-ganglioside antibodies. These antibodies are present in the branch of CIDP diseases comprised by anti-GM1, anti-GD1a, and anti-GQ1b.
- Sural nerve biopsy; biopsy is considered for those patients in whom the diagnosis is not completely clear, when other causes of neuropathy (e.g., hereditary, vasculitic) cannot be excluded, or when profound axonal involvement is observed on EMG.
- Ultrasound of the periferal nerves may show swelling of the affected nerves
- MRI can also be used in the diagnosic workup
In some cases electrophysiological studies fail to show any evidence of demyelination. Though conventional electrophysiological diagnostic criteria are not met, the patient may still respond to immunomodulatory treatments. In such cases, presence of clinical characteristics suggestive of CIDP are critical, justifying full investigations, including sural nerve biopsy.
85–90% of IgA-deficient individuals are asymptomatic, although the reason for lack of symptoms is relatively unknown and continues to be a topic of interest and controversy. Some patients with IgA deficiency have a tendency to develop recurrent sinopulmonary infections, gastrointestinal infections and disorders, allergies, autoimmune conditions, and malignancies. These infections are generally mild and would not usually lead to an in-depth workup except when unusually frequent.
They may present with severe reactions including anaphylaxis to blood transfusions or intravenous immunoglobulin due to the presence of IgA in these blood products. Patients have an increased susceptibility to pneumonia and recurrent episodes of other respiratory infections and a higher risk of developing autoimmune diseases in middle age.
IgA deficiency and common variable immunodeficiency (CVID) feature similar B cell differentiation arrests, it does not present the same lymphocyte subpopulation abnormalities. IgA-deficient patients may progress to panhypogammaglobulinemia characteristic of CVID. Selective IgA and CVID are found in the same family.
Causes of paraproteinemia include the following:
- Leukemias and lymphomas of various types, but usually B-cell Non-Hodgkin lymphomas with a plasma cell component.
- Myeloma
- Plasmacytoma
- Lymphoplasmacytic lymphoma
- Idiopathic (no discernible cause): some of these will be revealed as leukemias or lymphomas over the years.
- Monoclonal gammopathy of undetermined significance
- Primary AL amyloidosis (light chains only)
Limited data from post mortems and nerve biopsy samples are consistent with a perivascular lymphocytic infiltration, i.e. an inflammatory aetiology.
IgG deficiency (Selective deficiency of immunoglobulin G) is a form of dysgammaglobulinemia where the proportional levels of the IgG isotype are reduced relative to other immunoglobulin isotypes. IgG deficiency is often found in children as transient hypogammaglobulinemia of infancy (THI), which may occur with or without additional decreases in IgA or IgM.
IgG has four subclasses: IgG, IgG, IgG, and IgG. It is possible to have either a global IgG deficiency, or a deficiency of one or more specific subclasses of IgG. The main clinically relevant form of IgG deficiency is IgG. IgG deficiency is not usually encountered without other concomitant immunoglobulin deficiencies, and IgG deficiency is very common but usually asymptomatic.
IgG1 is present in the bloodstream at a percentage of about 60-70%, IgG2-20-30%, IgG3 about 5-8 %, and IgG4 1-3 %. IgG subclass deficiencies affect only IgG subclasses (usually IgG2 or IgG3), with normal total IgG and IgM immunoglobulins and other components of the immune system being at normal levels. These deficiencies can affect only one subclass or involve an association of two subclasses, such as IgG2 and IgG4. IgG deficiencies are usually not diagnosed until the age of 10. Some of the IgG levels in the blood are undetectable and have a low percentage such as IgG4, which makes it hard to dertermine if a deficiency is actually present. IgG subclass deficiencies are sometimes correlated with bad responses to pneumoccal polyscaccharides, especially IgG2 and or IgG4 deficiency. Some of these deficiencies are also involved with pancreatitis and have been linked to IgG4 levels.
Hyper IgM syndromes is a group of primary immune deficiency disorders characterized by defective CD40 signaling; "via" B cells affecting class switch recombination (CSR) and somatic hypermutation. Immunoglobulin (Ig) class switch recombination deficiencies are characterized by elevated serum Immunoglobulin M (IgM) levels and a considerable deficiency in Immunoglobulins G (IgG), A (IgA) and E (IgE). As a consequence, people with HIGM have decreased concentrations of serum IgG and IgA and normal or elevated IgM, leading to increased susceptibility to infections.
Prior to the development of a symptom complex that is specific to anti-NMDA receptor encephalitis, people may experience prodromal symptoms, including headaches, flu-like illness, or symptoms similar to an upper respiratory infection. These symptoms may be present for weeks or months prior to disease onset. Beyond the prodromal symptoms, the disease progresses at varying rates, and patients may present with a variety of neurologic symptoms. During the initial stage of the disease, symptoms vary slightly between children and adults. However, behavior changes are a common first symptom within both groups. These changes often include agitation, paranoia, psychosis, and violent behaviors. Other common first manifestations include seizures and bizarre movements, mostly of the lips and mouth, but also including pedaling motions with the legs or hand movements resembling playing a piano. Some other symptoms typical during the disease onset include impaired cognition, memory deficits, and speech problems (including aphasia, perseveration or mutism).
The symptoms usually appear psychiatric in nature, which may confound the differential diagnosis. In many cases, this leads to the illness going undiagnosed. As the disease progresses, the symptoms become medically urgent and often include autonomic dysfunction, hypoventilation, cerebellar ataxia, hemiparesis, loss of consciousness, or catatonia. During this acute phase, most patients require treatment in an intensive care unit to stabilize breathing, heart rate, and blood pressure. Loss of feeling in one side of the body can be a symptom. One distinguishing characteristic of anti-NMDA receptor encephalitis is the concurrent presence of many of the above listed symptoms. The majority of patients experience at least four symptoms, with many experiencing six or seven over the course of the disease.
Tumefactive demyelinating lesions in NMO are not usual, but they have been reported to appear in several cases mistakenly treated with interferon beta.