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
There are no formal diagnostic criteria (Kelleher, 2003) and many informal definitions exist. Most commonly thymoma is present with mixed humoral and cellular immune deficiency. T and B cells are both depleted so patients suffer from both encapsulated organisms as well as opportunistic infections (Miyakis, 2005). Some have defined GS as a subset of common variable immunodeficiency (CVID). Unlike CVID, there are reduced B cells in the periphery in GS (Kelesidis, 2010).
More generally it can be defined as an adult-onset primary immunodeficiency associated with thymoma, hypogammaglobulinemia, diminished B and T cells, and inverted CD4/CD8+ ratio(Kelesidis, 2010).
The mainstay of treatment consists of thymectomy and immunoglobulin replacement with IVIG (Kelesidis, 2010). Immunodeficiency does not resolve after thymectomy (Arnold, 2015). To treat the autoimmune component of the disease, immune-suppression is sometimes used and it is often challenging to determine if a patient’s symptoms are infectious or autoimmune (Arnold, 2015).
Patients should have serological testing for antibodies to toxoplasma and cytomegalovirus. If receiving a transfusion, CMV negative blood should be used in those with negative serological testing. Live vaccines should also be avoided (Kelesidis, 2010). The CDC recommends pneumococcal, meningococcal, and Hib vaccination in those with diminished humoral and cell-mediated immunity (Hamborsky, 2015).
Some have advocated treating prophylactically with TMP-SMX if CD4 counts are lower than 200 cells/mm^3, similar to AIDS patients (Kelesidis, 2010).
In terms of diagnosis of "humoral immune deficiency" depends upon the following:
- Measure "serum immunoglobulin levels"
- B cell count
- Family medical history
Treatment for "B cell deficiency"(humoral immune deficiency) depends on the cause, however generally the following applies:
- Treatment of infection(antibiotics)
- Surveillance for malignancies
- Immunoglobulin replacement therapy
The diagnosis of Nezelof syndrome will indicate a deficiency of T-cells, additionally in ascertaining the condition the following is done:
The basic tests performed when an immunodeficiency is suspected should include a full blood count (including accurate lymphocyte and granulocyte counts) and immunoglobulin levels (the three most important types of antibodies: IgG, IgA and IgM).
Other tests are performed depending on the suspected disorder:
- Quantification of the different types of mononuclear cells in the blood (i.e. lymphocytes and monocytes): different groups of T lymphocytes (dependent on their cell surface markers, e.g. CD4+, CD8+, CD3+, TCRαβ and TCRγδ), groups of B lymphocytes (CD19, CD20, CD21 and Immunoglobulin), natural killer cells and monocytes (CD15+), as well as activation markers (HLA-DR, CD25, CD80 (B cells).
- Tests for T cell function: skin tests for delayed-type hypersensitivity, cell responses to mitogens and allogeneic cells, cytokine production by cells
- Tests for B cell function: antibodies to routine immunisations and commonly acquired infections, quantification of IgG subclasses
- Tests for phagocyte function: reduction of nitro blue tetrazolium chloride, assays of chemotaxis, bactericidal activity.
Due to the rarity of many primary immunodeficiencies, many of the above tests are highly specialised and tend to be performed in research laboratories.
Criteria for diagnosis were agreed in 1999. For instance, an antibody deficiency can be diagnosed in the presence of low immunoglobulins, recurrent infections and failure of the development of antibodies on exposure to antigens. The 1999 criteria also distinguish between "definitive", "probable" and "possible" in the diagnosis of primary immunodeficiency. "Definitive" diagnosis is made when it is likely that in 20 years, the patient has a >98% chance of the same diagnosis being made; this level of diagnosis is achievable with the detection of a genetic mutation or very specific circumstantial abnormalities. "Probable" diagnosis is made when no genetic diagnosis can be made, but the patient has all other characteristics of a particular disease; the chance of the same diagnosis being made 20 years later is estimated to be 85-97%. Finally, a "possible" diagnosis is made when the patient has only some of the characteristics of a disease are present, but not all.
When a thymoma is suspected, a CT/CAT scan is generally performed to estimate the size and extent of the tumor, and the lesion is sampled with a CT-guided needle biopsy. Increased vascular enhancement on CT scans can be indicative of malignancy, as can be pleural deposits. Limited biopsies are associated with a very small risk of pneumomediastinum or mediastinitis and an even-lower risk of damaging the heart or large blood vessels. Sometimes thymoma metastasize for instance to the abdomen.
The diagnosis is made via histologic examination by a pathologist, after obtaining a tissue sample of the mass. Final tumor classification and staging is accomplished pathologically after formal surgical removal of the thymic tumor
Selected laboratory tests can be used to look for associated problems or possible tumor spread. These include: full blood count, protein electrophoresis, antibodies to the acetylcholine receptor (indicative of myasthenia), electrolytes, liver enzymes and renal function.
The differential diagnosis for this condition consists of acquired immune deficiency syndrome and severe combined immunodeficiency syndrome
In order to ascertain if an individual has activated PI3K delta syndrome, usually one finds atypical levels of immunoglobulins. Methods to determine the condition are the following:
- Genetic testing
- Laboratory findings
- Symptoms exhibited
Blood tests may be done prior to or in lieu of a biopsy. The possibility of a nodule which secretes thyroid hormone (which is less likely to be cancer) or hypothyroidism is investigated by measuring thyroid stimulating hormone (TSH), and the thyroid hormones thyroxine (T4) and triiodothyronine (T3).
Tests for serum thyroid autoantibodies are sometimes done as these may indicate autoimmune thyroid disease (which can mimic nodular disease).
Fine Needle Aspiration Cytology (FNAC) is a cheap, simple, and safe method in obtaining cytological specimens for diagnosis by using a needle and a syringe. The "Bethesda System for Reporting Thyroid Cytopathology" is the system used to report whether the thyroid cytological specimen is benign or malignant. It can be divided into six categories:
Repeated FNAC is recommended for Category I, followed by clinical follow-up in Category II, repeat FNAC for Category III, and lobectomy for Category IV, near total-thyroidectomy/lobectomy for Category V, and near total thyroidectomy for Category VI. The risk of malignancy in a malignant FNAC report is 93.7% while for suspicious FNAC report, it is 18.9%.
Early diagnosis of Severe Combined Immunodeficiency is rare because doctors do not routinely count each type of white blood cell in newborns.
Biopsy of affected lymph nodes or organs confirms the diagnosis, although a needle aspiration of an affected lymph node can increase suspicion of the disease. X-rays, ultrasound and bone marrow biopsy reveal other locations of the cancer. There are now a range of blood tests that can be utilised to aid in the diagnosis of lymphoma. Flow cytometry detects antibodies linked to tumour cell surface antigens in fluid samples or cell suspensions. Polymerase chain reaction (PCR) for antigen receptor rearrangements (PARR) identifies circulating tumour cells based on unique genetic sequences. The canine Lymphoma Blood Test (cLBT) measures multiple circulating biomarkers and utilises a complex algorithm to diagnose lymphoma. This test utilises the acute phase proteins (C-Reactive Protein and Haptoglobin). In combination with basic clinical symptoms, it gives in differential diagnosis the sensitivity 83.5% and specificity 77%. The TK canine cancer panel is an indicator of general neoplastic disease. The stage of the disease is important to treatment and prognosis. Certain blood tests have also been shown to be prognostic.
The stage of the disease is important to treatment and prognosis.
- Stage I - only one lymph node or lymphoid tissue in one organ involved.
- Stage II - lymph nodes in only one area of the body involved.
- Stage III - generalized lymph node involvement.
- Stage IV - any of the above with liver or spleen involvement.
- Stage V - any of the above with blood or bone marrow involvement.
Each stage is divided into either "substage a", those without systemic symptoms; or "substage b", those with systemic symptoms such as fever, loss of appetite, weight loss, and fatigue.
About half of US states are performing screening for SCID in newborns using real-time quantitative PCR to measure the concentration of T-cell receptor excision circles. Wisconsin and Massachusetts (as of February 1, 2009) screen newborns for SCID. Michigan began screening for SCID in October 2011. Some SCID can be detected by sequencing fetal DNA if a known history of the disease exists. Otherwise, SCID is not diagnosed until about six months of age, usually indicated by recurrent infections. The delay in detection is because newborns carry their mother's antibodies for the first few weeks of life and SCID babies look normal.
PEL is unusual in that the majority of cases arise in body cavities, such as the pleural space or the pericardium; another name for PEL is "body cavity lymphoma".
The immunophenotype : CD45+ (95%), CD20-, CD79a-, PAX5-, CD30+, CD38+, CD138+ and EMA+. Staining the nucleus for HHV-8 LANA may be helpful.
Diagnosis of X-SCID is possible through lymphocyte cell counts, lymphocyte function tests, and genetic testing. A healthy immune system should contain large amounts of lymphocytes, but individuals with X-SCID will contain unusually small amounts of T-cells, non-functional B-cells, and some natural killer cells.
Individuals with X-SCID often have decreased lymphocyte function. This can be tested through the introduction of agents to the immune system; the reaction of the lymphocytes is then observed. In X-SCID, Antibody responses to introduced vaccines and infections are absent, and T-cell responses to mitogens, substances that stimulate lymphocyte transformation, are deficient. IgA and IgM immunoglobulins, substances that aid in fighting off infections, are very low.
The absence of a thymic shadow on chest X-rays is also indicative of X-SCID. In a normal child, a distinctive sailboat shaped shadow near the heart can be seen. The thymus gland in normal patients will gradually decrease in size because the need for the thymus gland diminishes. The decrease in the size of the thymus gland occurs because the body already has a sufficient number of developed T-cells. However, a patient with X-SCID will be born with an abnormally small thymus gland at birth. This indicates that the function of thymus gland, of forming developed T-cells, has been impaired.
Since the mutation in X-SCID is X-linked, there are genetic tests for detecting carriers in X-SCID pedigrees. One method is to look for family-specific IL2RG mutations. Finally, if none of those options are available, there is an unusual pattern of nonrandom X-chromosome inactivation on lymphocytes in carriers, thus looking for such inactivation would prove useful.
If a mother is pregnant and the family has a known history of immunodeficiency, then doctors may perform diagnostic assessment in-utero. Chorionic Villus Sampling, which involves sampling of the placental tissue using a catheter inserted through the cervix, can be performed 8 to 10 weeks into gestation. Alternatively, Amniocentesis, which entails extracting a sample of the fluid which surrounds the fetus, can be performed 15 to 20 weeks into gestation.
Early detection of X-SCID (and other types of SCID) is also made possible through detection of T-cell recombination excision circles, or TRECs. TRECs are composed of excised DNA fragments which are generated during normal splicing of T-cell surface antigen receptors and T-cell maturation. This maturation process is absent across all SCID variants, as evidenced by the low counts of T-lymphocytes. The assay is performed using dried blood from a Guthrie card, from which DNA is extracted. Quantitative PCR is then performed and the number of TRECs determined. Individuals who have the SCID phenotype will have TREC counts as low as <30, compared to approximately 1020 for a healthy infant. A low TREC count indicates that there is insufficient development of T-cells in the thymus gland. This technique can predict SCID even when lymphocyte counts are within the normal range. Newborn screening of X-SCID based on TREC count in dried blood samples has recently been introduced in several states in the United States including California, Colorado, Connecticut, Delaware, Florida, Massachusetts, Michigan, Minnesota, Mississippi, New York, Texas, and Wisconsin. In addition, pilot trials are being performed in several other states beginning in 2013.
XLA diagnosis usually begins due to a history of recurrent infections, mostly in the respiratory tract, through childhood. This is due to humoral immunodeficiency. The diagnosis is probable when blood tests show the complete lack of circulating B cells (determined by the B cell marker CD19 and/or CD20), as well as low levels of all antibody classes, including IgG, IgA, IgM, IgE and IgD.
When XLA is suspected, it is possible to do a Western Blot test to determine whether the Btk protein is being expressed. Results of a genetic blood test confirm the diagnosis and will identify the specific Btk mutation, however its cost prohibits its use in routine screening for all pregnancies. Women with an XLA patient in their family should seek genetic counseling before pregnancy.Although the symptoms of a XLA and other primary immune diseases (PID) include repeated and often severe infections, the average time for a diagnosis of a PID can be up to 10 years.
The diagnosis of T cell deficiency can be ascertained in those individuals with this condition via the following:
- Delayed hypersensitivity skin test
- T cell count
- Detection via culture(infection)
Prognosis is much worse for stage III or IV thymomas as compared with stage I and II tumors. Invasive thymomas uncommonly can also metastasize, generally to pleura, bones, liver or brain in approximately 7% of cases. Patients with stage III and IV tumors may nonetheless survive for several years with appropriate oncological management.
Patients who have undergone thymectomy for thymoma should be warned of possible severe side effects after yellow fever vaccination. This is probably caused by inadequate T-cell response to live attenuated yellow fever vaccine. Deaths have been reported.
Complete or partial deficiency
- "Complete insufficiency" of T cell function can result from hereditary conditions (also called primary conditions) such as severe combined immunodeficiency (SCID), Omenn syndrome, and cartilage–hair hypoplasia.
- "Partial insufficiencies" of T cell function include acquired immune deficiency syndrome (AIDS), and hereditary conditions such as DiGeorge syndrome (DGS), chromosomal breakage syndromes (CBSs), and B-cell and T-cell combined disorders such as ataxia-telangiectasia (AT) and Wiskott–Aldrich syndrome (WAS).
- "Primary (or hereditary) immunodeficiencies" of T cells include some that cause complete insufficiency of T cells, such as severe combined immunodeficiency (SCID), Omenn syndrome, and Cartilage–hair hypoplasia.
- "Secondary causes" are more common than primary ones. Secondary (or acquired) causes are mainly:
It is generally resistant to cancer chemotherapy drugs that are active against other lymphomas, and carries a poor prognosis.
Sirolimus has been proposed as a treatment option.
The International Union of Immunological Societies recognizes nine classes of primary immunodeficiencies, totaling over 120 conditions. A 2014 update of the classification guide added a 9th category and added 30 new gene defects from the prior 2009 version.
Available treatment falls into two modalities: treating infections and boosting the immune system.
Prevention of Pneumocystis pneumonia using trimethoprim/sulfamethoxazole is useful in those who are immunocompromised. In the early 1950s Immunoglobulin(Ig) was used by doctors to treat patients with primary immunodeficiency through intramuscular injection. Ig replacement therapy are infusions that can be either subcutaneous or intravenously administrated, resulting in higher Ig levels for about three to four weeks, although this varies with each patient.
Health professionals must look at a person's history, symptoms, physical exam and laboratory test in order to make a diagnosis. If the results show patients with low levels of lymphocytes, absence of granulocytes or absence of thymus then the patient may be suspected to have RD.
In terms of the treatment for ativated PI3K delta syndrome, generally primary immunodeficiencies see the following used:
- Bacterial infection should be treated rapidly(with antibiotics)
- Antiviral therapy
- Modify lifestyle(exposure to pathogens need to be minimized)