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
In many patients, symptoms are present for a considerable time before diagnosis. The most common clinical features of IPF include the following:
- Age over 50 years
- Dry, non-productive cough on exertion
- Progressive exertional dyspnea (shortness of breath with exercise)
- Dry, inspiratory bibasilar "velcro-like" crackles on auscultation (a crackling sound in the lungs during inhalation similar to Velcro being torn apart slowly, heard with a stethoscope).
- Clubbing of the digits, a disfigurement of the finger tips or toes (see image)
- Abnormal pulmonary function test results, with evidence of restriction and impaired gas exchange.
Some of these features are due to chronic hypoxemia (oxygen deficiency in the blood), are not specific for IPF, and can occur in other pulmonary disorders. IPF should be considered in all patients with unexplained chronic exertional dyspnea who present with cough, inspiratory bibasilar crackles, or finger clubbing.
Assessment of "velcro" crackles on lung auscultation is a practical way to improve the earlier diagnosis of IPF. Fine crackles are easily recognized by clinicians and are characteristic of IPF.
If bilateral fine crackles are present throughout the inspiratory time and are persisting after several deep breaths, and if remaining present on several occasions several weeks apart in a subject aged ≥60 years, this should raise the suspicion of IPF and lead to consideration of an HRCT scan of the chest which is more sensitive than a chest X-ray. As crackles are not specific for IPF, they must prompt a thorough diagnostic process.
Pulmonary Langerhans cell histiocytosis, silicosis, coal workers pneumoconiosis, carmustine related pulmonary fibrosis, respiratory broncholitis associated with interstitial lung disease.
- Lower lung predominance
Idiopathic pulmonary fibrosis, pulmonary fibrosis associated with connective tissue diseases, asbestosis, chronic aspiration
- Central predominance (perihilar)
Sarcoidosis, berylliosis
- Peripheral predominance
Idiopathic pulmonary fibrosis, chronic eosinophilic pneumonia, cryptogenic organizing pneumonia
Pulmonary edema, connective tissue diseases, asbestosis, lymphangitic carcinomatosis, lymphoma, lymphangioleiomyomatosis, drug-induced lung diseases
- Lymphadenopathy
Sarcoidosis, silicosis, berylliosis, lymphangitic carcinomatosis, lymphoma, lymphocytic interstitial pneumonia
Idiopathic pulmonary fibrosis (IPF) is a chronic irreversible and ultimately fatal disease characterized by a progressive decline in lung function. American Thoracic Society/European Respiratory Society International Multidisciplinary Consensus Classification of the Idiopathic Interstitial Pneumonias. This official statement of the American Thoracic Society (ATS), and the European Respiratory Society (ERS) was approved by the ATS board of directors, June 2013 and by the ERS Steering Committee, March 2013. "Am Respir Crit Care Med." 188 (6): 733–748. September 15, 2013. The term pulmonary fibrosis means scarring of lung tissue and is the cause of worsening dyspnea (shortness of breath). Fibrosis is usually associated with a poor prognosis.
IPF belongs to a large group of more than 200 lung diseases known as interstitial lung diseases (ILDs), characterized by the involvement of lung interstitium. The interstitium, the tissue between the air sacs in the lung, is the primary site of injury in ILDs. However, these disorders frequently affect not only the interstitium, but also the airspaces, peripheral airways, and vessels. Lung tissue from people with IPF shows a characteristic histopathologic pattern known as usual interstitial pneumonia (UIP). UIP is therefore the pathologic counterpart of IPF. The term 'idiopathic' is used because the cause of pulmonary fibrosis is still unknown. IPF usually occurs in adults of between 50 and 70 years of age, particularly those with a history of cigarette smoking, and affects more men than women. The diagnosis of IPF requires exclusion of other known causes of ILDs and the presence of a typical radiological pattern identified through high resolution computed tomography (HRCT). In the right clinical setting, it is possible to make the diagnosis of IPF by HRCT alone, obviating the need for surgical lung biopsy.
Treatment to slow down the progression of the disease may include nintedanib or pirfenidone.
Most common:
- Chest Pain
- Cough
- Fever
- Shortness of breath
- Joint pain, stiffness, swelling
- Skin nodules
People may not present with all these symptoms or non at all.
From most to lest common:
- Pleural involvement (pleurisy, effusions)
- Pulmonary parenchymal nodules, more common in men than in women
- Rheumatoid-associated interstitial lung disease
- Bronchiolitis obliterans organizing pneumonia
- Obliterative bronchiolitis (obstructive lung disease/bronchiectasis)
- Rheumatoid-associated pulmonary hypertension
- Pulmonary vasculitis/arteritis
- Shrinking lung syndrome
- Miscellaneous: MTX, cricoarytenoid arthritis, infection, cancer
Congenital hepatic fibrosis is an inherited fibrocystic liver disease associated with proliferation of interlobular bile ducts within the portal areas and fibrosis that do not alter hepatic lobular architecture. The fibrosis would affect resistance in portal veins leading to portal hypertension.
Embryogenically, congenital hepatic fibrosis is due to malformation of the duct plate, a round structure appearing in the eighth week of gestation that is formed by primitive hepatocytes, which differentiate into cholangiocytes. Congenital hepatic fibrosis usually presents in adolescent or young adulthood, but onset of signs and symptoms can range from early childhood through mid-life. Clinical features may vary but commonly include Cholangitis, hepatomegaly and signs of portal hypertension.
Histology of the affected area commonly shows dense perivascular lymphocytic infiltration with reticulated degeneration of the epidermis. A study by Iwatsuki et al. detected Epstein-Barr virus (EBV) positive T-cells in the perivascular infiltration on biopsy in 28/29 patients tested. Antibody titers to EBV were measured in 14 of these patients and only five had abnormal antibody patterns consistent with chronic active EBV infection.
LRBA deficiency presents as a syndrome of autoimmunity, lymphoproliferation, and humoral immune deficiency. Predominant clinical problems include idiopathic thrombocytopenic purpura (ITP), autoimmune hemolytic anemia (AIHA), and an autoimmune enteropathy. Before the discovery of these gene mutations, patients were diagnosed with common variable immune deficiency (CVID), which is characterized by low antibody levels and recurrent infections. Infections mostly affect the respiratory tract, as many patients suffer from chronic lung disease, pneumonias, and bronchiectasis. Lymphocytic interstitial lung disease (ILD) is also observed, which complicates breathing and leads to impairment of lung function and mortality. Infections can also occur at other sites, such as the eyes, skin and gastrointestinal tract. Many patients suffer from chronic diarrhea and inflammatory bowel disease. Other clinical features can include hepatosplenomegaly, reoccurring warts, growth retardation, allergic dermatitis, and arthritis. Notably, LRBA deficiency has also been associated with type 1 diabetes mellitus. There is significant clinical phenotypic overlap with disease caused by CTLA4 haploinsufficiency. Since LRBA loss results in a loss of CTLA4 protein, the immune dysregulation syndrome of LRBA deficient patients can be attributed to the secondary loss of CTLA4. Because the predominant features of the disease include autoantibody-mediated disease (AIHA, ITP), Treg defects (resembling those found in CTLA4 haploinsufficient patients), autoimmune infiltration (of non-lymphoid organs, also resembling that found in CTLA4 haploinsufficient patients), and enteropathy, the disease has been termed LATAIE for LRBA deficiency with autoantibodies, Treg defects, autoimmune infiltration, and enteropathy.
Hydroa vacciniforme (HV) is a very rare, chronic photodermatitis-type skin condition with usual onset in childhood. It was first described in 1862 by Bazin. It is sometimes called "Bazin's hydroa vacciniforme". A study published in Scotland in 2000 reviewed the cases of 17 patients and estimated a prevalence of 0.34 cases per 100,000 population. In this study they reported an average age of onset of 7.9 years. Frequently the rash first appeared in the spring or summer months and involved sun-exposed skin. The rash starts as a vesicular eruption, later becoming umbilicated, and resulted in vacciniform scarring. It is most frequently found on the nose, cheeks, ears, dorsum of the hand, and arms (places that are most exposed to light).
All forms of MDDS are very rare. MDDS causes a wide range of symptoms, which can appear in newborns, infants, children, or adults, depending on the class of MDDS; within each class symptoms are also diverse.
In MDDS associated with mutations in "TK2", infants generally develop normally, but by around two years of age, symptoms of general muscle weakness (called "hypotonia"), tiredness, lack of stamina, and difficulty feeding begin to appear. Some toddlers start to lose control of the muscles in their face, mouth, and throat, and may have difficulty swallowing. Motor skills that had been learned may be lost, but generally the functioning of the brain and ability to think are not affected.
In MDDS associated with mutations in "SUCLA2" or "SUCLG1" that primarily affect the brain and muscle, hypotonia generally arises in infants before they are 6 months old, their muscles begin wasting away, and there is delay in psychomotor learning (learning basic skills like walking, talking, and intentional, coordinated movement). The spine often begins to curve (scoliosis or kyphosis), and the child often has abnormal movements (dystonia, athetosis or chorea), difficulty feeding, acid reflux, hearing loss, stunted growth, and difficulty breathing that can lead to frequent lung infections. Sometime epilepsy develops.
In MDDS associated with mutations in "RRM2B" that primarily affect the brain and muscle, there is again hypotonia in the first months, symptoms of lactic acidosis like nausea, vomiting, and rapid deep breathing, failure to thrive including the head remaining small, delay or regression in moving, and hearing loss. Many body systems are affected.
In MDDS associated with mutations in "DGUOK" that primarily affect the brain and the liver, there are two forms. There is an early-onset form in which symptoms arise from problems in many organs in the first week of life, especially symptoms of lactic acidosis as well as low blood sugar. Within weeks of birth they can develop liver failure and the associated jaundice and abdominal swelling, and many neurological problems including developmental delays and regression, and uncontrolled eye movement. Rarely within class of already rare diseases, symptoms only relating to liver disease emerge later in infancy or in childhood.
In MDDS associated with mutations in "MPV17" that primarily affect the brain and the liver, the symptoms are similar to those caused by DGUOK and also emerge shortly after birth, generally with fewer and less severe neurological problems. There is a subset of people of Navajo descent who develop Navajo neurohepatopathy, who in addition to these symptoms also have easily broken bones that do not cause pain, deformed hands or feet, and problems with their corneas.
In MDDS associated with mutations in "POLG" that primarily affect the brain and the liver, the symptoms are very diverse and can emerge anytime from shortly after birth to old age. The first signs of the disease, which include intractable seizures and failure to meet meaningful developmental milestones, usually occur in infancy, after the first year of life, but sometimes as late as the fifth year. Primary symptoms of the disease are developmental delay, progressive intellectual disability, hypotonia (low muscle tone), spasticity (stiffness of the limbs) possibly leading to quadriplegia, and progressive dementia. Seizures may include epilepsia partialis continua, a type of seizure that consists of repeated myoclonic (muscle) jerks. Optic atrophy may also occur, often leading to blindness. Hearing loss may also occur. Additionally, although physical signs of chronic liver dysfunction may not be present, many people suffer liver impairment leading to liver failure.
In MDDS associated with mutations in "PEO1"/"C10orf2" that primarily affect the brain and the liver, symptoms emerge shortly after birth or in early infancy, with hypotonia, symptoms of lactic acidosis, enlarged liver, feeding problems, lack of growth, and delay of psychomotor skills. Neurologically, development is slowed or stopped, and epilepsy emerges, as do sensory problems like loss of eye control and deafness, and neuromuscular problems like a lack of reflexes, muscular atrophy, and twitching, and epilepsy.
In MDDS associated with mutations in the genes associated with mutations in "ECGF1"/"TYMP" that primarily affects the brain and the gastrointestinal tract, symptoms can emerge any time in the first fifty years of life; most often they emerge before the person turns 20. Weight loss is common as is a lack of the ability of the stomach and intestines to automatically expand and contract and thus move through it (called gastrointestinal motility) – this leads to feeling full after eating only small amounts of food, nausea, acid reflux, All affected individuals develop weight loss and progressive gastrointestinal dysmotility manifesting as early satiety, nausea, diarrhea, vomiting, and stomach pain and swelling. People also develop neuropathy, with weakness and tingling. There are often eye problems, and intellectual disability.
Juvenile hyaline fibromatosis (also known as "Fibromatosis hyalinica multiplex juvenilis," "Murray–Puretic–Drescher syndrome") is a very rare, autosomal recessive disease due to mutations in capillary morphogenesis protein-2 (CMG-2 gene). It occurs from early childhood to adulthood, and presents as slow-growing, pearly white or skin-colored dermal or subcutaneous papules or nodules on the face, scalp, and back, which may be confused clinically with neurofibromatosis.
LRBA deficiency is a rare genetic disorder of the immune system. This disorder is caused by a mutation in the gene "LRBA". LRBA stands for “Lipopolysaccharide (LPS)-responsive vesicle trafficking, beach- and anchor-containing” gene. This condition is characterized by autoimmunity, lymphoproliferation, and immune deficiency. It was first described by Gabriela Lopez-Herrera from University College London in 2012. Investigators in the laboratory of Dr. Michael Lenardo at National Institute of Allergy and Infectious Diseases, the National Institutes of Health and Dr. Michael Jordan at Cincinnati Children’s Hospital Medical Center later described this condition and therapy in 2015.
Symptoms and signs include abdominal discomfort, polyuria, polydipsia, incidental discovery of hypertension, abdominal mass. The classic presentation for ARPKD is systemic hypertension with progression to end-stage renal disease (ESRD) by the age of 15. In a typical presentation, a small number of ARPKD sufferers live to adulthood with some kidney function; but with significant deterioration in liver function. This outcome is postulated to result from expression of the polycystic kidney and hepatic disease gene PKHD1, which is located on chromosome 6p. In severe cases, a fetus will present with oligohydramnios and as a result, may present with Potter sequence.
Rombo syndrome is a very rare genetic disorder characterized mainly by atrophoderma vermiculatum of the face, multiple milia, telangiectases, acral erythema, peripheral vasodilation with cyanosis and a propensity to develop basal cell carcinomas.
The lesions become visible in late childhood, began at ages 7 to 10 years and are most pronounced on the face, At that time a pronounced, somewhat cyanotic redness of the lips and hands was evident as well as moderate follicular atrophy of the skin on the cheeks. In adulthood, whitish-yellow, milia-like papules and telangiectatic vessels developed. The papules were present particularly on the cheeks and forehead, gradually becoming very conspicuous and dominating the clinical picture. Trichoepitheliomas were found in 1 case. In adults, the eyelashes and eyebrows were either missing or irregularly distributed with defective and maldirected growth. Basal cell carcinomas were a frequent complication. The skin atrophy was referred to as vermiculate atrophoderma. Basal cell carcinomas may develop around the age of 35. Histological observations during the early stage include irregularly distributed and atrophic hair follicles, milia, dilated dermal vessels, lack of elastin or elastin in clumps. After light irradiation a tendency to increased repair activity was observed both in epidermis and in the dermal fibroblasts.
Histologic sections showed the dermis to be almost devoid of elastin in most areas with clumping of elastic material in other areas. The disorder had been transmitted through at least 4 generations with instances of male-to-male transmission.
MDDS are a group of genetic disorders that share a common pathology — a lack of functioning DNA in mitochondria. There are generally four classes of MDDS:
- a form that primarily affects muscle associated with mutations in the "TK2" gene;
- a form that primarily affects the brain and muscle associated with mutations in the genes "SUCLA2", "SUCLG1", or "RRM2B";
- a form that primarily affects the brain and the liver associated with mutations in "DGUOK", "MPV17", "POLG", or "PEO1" (also called "C10orf2"); and
- a form that primarily affects the brain and the gastrointestinal tract associated with mutations in "ECGF1" (also called "TYMP").
The incidence of this disease is not precisely known but it is considered to be rare (< 1/10 population). It has been reported in 15 families to date mostly from Canada, Finland and France.
This disease usually presents between the ages of 5 to 10 years old. The usual picture is with weakness involving the upper legs and affects activities such as running and climbing stairs. As the condition progresses, patients tend to experience weakness in their lower legs and arms. Some remain able to walk in advanced age, while others require assistance in adulthood.
The skin lesions evolve through characteristic stages:
1. blistering (from birth to about four months of age),
2. a wart-like rash (for several months),
3. swirling macular hyperpigmentation (from about six months of age into adulthood), followed by
4. linear hypopigmentation.
Alopecia, hypodontia, abnormal tooth shape, and dystrophic nails are observed. Some patients have retinal vascular abnormalities predisposing to retinal detachment in early childhood. Cognitive delays/mental retardation are occasionally seen.
Discolored skin is caused by excessive deposits of melanin (normal skin pigment).
Most newborns with IP will develop discolored skin within the first two weeks.
The pigmentation involves the trunk and extremities, is slate-grey, blue or brown, and is distributed in irregular marbled or wavy lines.
The discoloration sometimes fades with age.
Neurological problems can include: cerebral atrophy, the formation of small cavities in the central white matter of the brain, and the loss of neurons in the cerebellar cortex.
About 20% of children with IP will have slow motor development, muscle weakness in one or both sides of the body, mental retardation, and seizures.
They are also likely to have visual problems, which can include: crossed eyes, cataracts, and severe visual loss.
Dental problems are common, and include missing or peg-shaped teeth - patients with IP often keep milk teeth into adult life.
Breast anomalies can occur in 1% of patients; anomalies can include hypoplasia and supernumerary nipples.
Skeletal and structural anomalies can occur in approximately 14% of patients, including:
- Somatic asymmetry,
- Hemivertebrae,
- Scoliosis,
- Spina bifida,
- Syndactyly,
- Acheiria (congenital absence of the hands - note: other limbs may be affected),
- Ear anomalies,
- Extra ribs,
- Skull deformities,
- Primary pulmonary hypertension,
- Cardiopulmonary failure
Adenoid hypertrophy (or enlarged adenoids) is the unusual growth ("hypertrophy") of the adenoid tonsil first described by the Danish physician Wilhelm Meyer (1824-1895) in Copenhagen in 1868. He described that a long term adenoid hypertrophy will cause an obstruction of the nasal airways. These will lead to a dentofacial growth anomaly that was defined as "adenoid facies" (see long face syndrome).
There is very little lymphoid tissue in the nasopharynx of young babies; humans are born without substantial adenoids. The mat of lymphoid tissue called adenoids starts to get sizable during the first year of life. Just how big the adenoids become is quite variable between individual children.
Enlarged adenoids can become nearly the size of a ping pong ball and completely block airflow through the nasal passages. Even if enlarged adenoids are not substantial enough to physically block the back of the nose, they can obstruct airflow enough so that breathing through the nose requires an uncomfortable amount of work, and inhalation occurs instead through an open mouth. Adenoids can also obstruct the nasal airway enough to affect the voice without actually stopping nasal airflow altogether.
Nasal blockage is determined by at least two factors: 1) the size of the adenoids, and 2) the size of the nasal pharynx passageway.
The adenoid usually reaches its greatest size by about age 5 years or so, and then fades away ("atrophies") by late childhood - generally by the age of 7 years. The lymphoid tissue remains under the mucosa of the nasopharynx, and could be seen under a microscope if the area was biopsied, but the mass is so reduced in size that the roof of the nasopharynx becomes flat rather than mounded. Just as the size of the adenoids is variable between individuals, so is the age at which adenoids atrophy.
The symptoms caused by enlarged adenoids are mostly due to "where" this lymphoid tissue is located. The adenoids are in the midline of the nasopharynx, and the Eustachian tubes open from either ear to the right and left of them. In children with excessive middle ear infections and chronic middle ear fluid, there is a high bacterial count in the adenoids as compared to children without problematic otitis media, even if the size of the adenoids is small. The adenoids in these cases provides a reservoir of pathogenic bacteria that cause ear infections and subsequent middle ear effusions (fluid).
The nasopharynx lies right above the throat. Splashes of excessive "drip" from infected adenoids may land directly on the vocal cords. Although the larynx and vocal cords do not ordinarily become infected from adenoiditis, their mucosa does become irritated. The vocal cords are extremely sensitive to touch, and any fluid drops falling on them cause an irresistible urge to cough. Adenoiditis therefore is one of the causes of cough.
Clinically, RALD is characterized by splenomegaly, a relatively mild degree of peripheral lymphadenopathy, and autoimmunity. The autoimmune phenotype can present in childhood or adulthood and primarily includes autoimmune hemolytic anemia, ITP, and neutropenia. Some patients have a history of recurrent respiratory tract infections. It is unclear if increased risk for malignancy is part of RALD.
Importantly, however, the clinical and laboratory phenotype resembles juvenile myelomonocytic leukemia. The high fatality rate of this childhood blood cancer puts it in sharp contrast when compared to the relatively benign and chronic course of RALD. Approximately 15-30% of patients diagnosed with JMML have somatic, activating RAS mutations. However, due to the difficulty in distinguishing JMML from RALD, it is possible a subset of patients treated for JMML actually have RALD and could therefore avoid the aggressive JMML treatment. This distinction is under investigation.
The cause is not well defined. Originally considered idiopathic condition. Now accepted that majority of cases develop from dystrophic calcification of cyst contents.
Idiopathic scrotal calcinosis (also known as idiopathic calcified nodules of the scrotum) is a cutaneous condition characterized by calcification of the skin resulting from the deposition of calcium and phosphorus occurring on the scrotum. However, the levels of calcium and phosphate in the blood are normal. Idiopathic scrotal calcinosis typically affects young males, with an onset between adolescence and early adulthood. The scrotal calcinosis appears, without any symptoms, as yellowish nodules that range in size from 1 mm to several centimeters.
Pityriasis rubra pilaris (also known as "Devergie's disease," "Lichen ruber acuminatus," and "Lichen ruber pilaris") refers to a group of chronic disorders characterized by reddish orange, scaling plaques and keratotic follicular papules. Symptoms may include reddish-orange patches (Latin: "rubra") on the skin, severe flaking (Latin: "pityriasis"), uncomfortable itching, thickening of the skin on the feet and hands, and thickened bumps around hair follicles (Latin: "pilus" for hair). For some, early symptoms may also include generalized swelling of the legs, feet and other parts of the body. PRP has a varied clinical progression and a varied rate of improvement. There is no known cause or cure although stress is a common factor.
It was first described by Marie-Guillaume-Alphonse Devergie in 1856, and the condition is also known as Devergie's disease.