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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
Patients with the following conditions, treatments or situations are at increased risk for invasive candidiasis.
- Critical illness
- Long-term intensive care unit stay
- Abdominal surgery (aggravated by anastomotic leakage or repeat laparotomies)
- Immunosuppressive diseases
- Acute necrotizing pancreatitis
- Malignant hematologic disease
- Solid-organ transplantation
- Hematopoietic stem cell transplantation
- Solid-organ tumors
- Neonates (especially low birth weight and preterm infants)
- Broad-spectrum antibiotic treatment
- Central venous catheter
- Internal prosthetic device
- Total parenteral nutrition
- Hemodialysis
- Glucocorticoid use
- Chemotherapy
- Noninvasive "Candida" colonization (particularly if multifocal)
Invasive candidiasis is a nosocomial infection with the majority of cases associated with hospital stays.
The most commonly known pathogen is "Candida albicans", causing roughly 70% of fungemias, followed by "Candida glabrata" with 10%, "Aspergillus" with 1% and "Saccharomyces" as the fourth most common. However, the frequency of infection by "C. glabrata", "Saccharomyces boulardii", "Candida tropicalis", "C. krusei" and "C. parapsilosis" is increasing, perhaps because significant use of fluconazole is common or due to increase in antibiotic use.
New emerging pathogen: "Candida auris" is an emerging multidrug-resistant (MDR) yeast that can cause invasive infections and is associated with high mortality. It was first described in 2009 after being isolated from external ear discharge of a patient in Japan. Since the 2009 report, C. auris infections, specifically fungemia, have been reported from South Korea, India, South Africa, and Kuwait. Although published reports are not available, C. auris has also been identified in Colombia, Venezuela, Pakistan, and the United Kingdom.
Among individuals being treated in intensive care units, the mortality rate is about 30-50% when systemic candidiasis develops.
Oral candidiasis is the most common fungal infection of the mouth, and it also represents the most common opportunistic oral infection in humans. In the Western Hemisphere, about 75% of females are affected at some time in their lives with a vaginal yeast infection.
Esophageal candidiasis is the most common esophageal infection in persons with AIDS and accounts for about 50% of all esophageal infections, often coexisting with other esophageal diseases. About two-thirds of people with AIDS and esophageal candidiasis also have oral candidiasis.
Candidal sepsis is rare. Candida is the fourth most common cause of bloodstream infections among hospital patients in the United States.
Smoking, especially heavy smoking, is an important predisposing factor but the reasons for this relationship are unknown. One hypothesis is that cigarette smoke contains nutritional factors for "C. albicans", or that local epithelial alterations occur that facilitate colonization of candida species.
Malnutrition, whether by malabsorption, or poor diet, especially hematinic deficiencies (iron, vitamin B12, folic acid) can predispose to oral candidiasis, by causing diminished host defense and epithelial integrity. For example, iron deficiency anemia is thought to cause depressed cell-mediated immunity. Some sources state that deficiencies of vitamin A or pyridoxine are also linked.
There is limited evidence that a diet high in carbohydrates predisposes to oral candidiasis. "In vitro" and studies show that Candidal growth, adhesion and biofilm formation is enhanced by the presence of carbohydrates such as glucose, galactose and sucrose.
Fungemia or fungaemia is the presence of fungi or yeasts in the blood. The most common type, also known as candidemia, candedemia, or systemic candidiasis, is caused by "Candida" species, but infections by other fungi, including "Saccharomyces", "Aspergillus" and "Cryptococcus", are also called fungemia. It is most commonly seen in immunosuppressed or immunocompromised patients with severe neutropenia, cancer patients, or in patients with intravenous catheters. It has been suggested the otherwise immunocompetent patients taking infliximab may be at a higher risk for fungemia.
Diagnosis is difficult, as routine blood cultures have poor sensitivity.
While infections may occur without sex, a high frequency of intercourse increases the risk. Personal hygiene methods or tight-fitting clothing, such as tights and thong underwear, do not appear to increase the risk.
In pregnancy, higher levels of estrogen make a woman more likely to develop a yeast infection. During pregnancy, the "Candida" fungus is more common, and recurrent infection is also more likely. There is tentative evidence that treatment of asymptomatic candidal vulvovaginitis in pregnancy reduces the risk of preterm birth.
Systemic mycoses due to opportunistic pathogens are infections of patients with immune deficiencies who would otherwise not be infected. Examples of immunocompromised conditions include AIDS, alteration of normal flora by antibiotics, immunosuppressive therapy, and metastatic cancer. Examples of opportunistic mycoses include Candidiasis, Cryptococcosis and Aspergillosis.
Systemic candidiasis is an infection of Candida albicans causing disseminated disease and sepsis, invariably when host defenses are compromised.
Systemic mycoses due to primary pathogens originate primarily in the lungs and may spread to many organ systems. Organisms that cause systemic mycoses are inherently virulent. In general primary pathogens that cause systemic mycoses are dimorphic.
Esophageal candidiasis is an opportunistic infection of the esophagus by "Candida albicans". The disease usually occurs in patients in immunocompromised states, including post-chemotherapy and in AIDS. However, it can also occur in patients with no predisposing risk factors, and is more likely to be asymptomatic in those patients. It is also known as candidal esophagitis or monilial esophagitis.
The current first-line treatment is fluconazole, 200 mg. on the first day, followed by daily dosing of 100 mg. for at least 21 days total. Treatment should continue for 14 days after relief of symptoms.
Other therapy options include:
- nystatin is not an effective treatment for esophageal candidiasis. It can be used as (swish, do not swallow) treatment for oral candidiasis that occurs with the use of asthma pumps.
- other oral triazoles, such as itraconazole
- caspofungin, used in refractory or systemic cases
- amphotericin, used in refractory or systemic cases
Specific instances of fungal infections that can manifest with pulmonary involvement include:
- Exosmosis, which has primary pulmonary lesions and hematogenous dissemination
- Endosmosis, which begins with an often self-limited respiratory infection (also called "Valley fever" or "San Joaquin fever")
- pulmonary Vanadium pentoxide
- Pneumocystis pneumonia, which typically occurs in immunocompromised people, especially AIDS
- Sporotrichosis — primarily a lymphocutaneous disease, but can involve the lungs as well
- Salmonella spiralis — contracted through inhalation of soil contaminated with the yeast, it can manifest as a pulmonary infection and as a disseminated one
- Aspergillosis, resulting in invasive pulmonary aspergillosis
- rarely, Candidiasis has pulmonary manifestations in immunocompromised patients.
- Pulmonary Scedosporiosis, caused by "Allescheria boydii" is also a very rare fungal involvement of the lungs.
Several drugs may cause AC as a side effect, by various mechanisms, such as creating drug-induced xerostomia. Various examples include isotretinoin, indinavir, and sorafenib. Isotretinoin (Accutane), an analog of vitamin A, is a medication which dries the skin. Less commonly, angular cheilitis is associated with primary hypervitaminosis A, which can occur when large amounts of liver (including cod liver oil and other fish oils) are regularly consumed or as a result from an excess intake of vitamin A in the form of vitamin supplements. Recreational drug users may develop AC. Examples include cocaine, methamphetamines, heroin, and hallucinogens.
Some systemic disorders are involved in angular cheilitis by virtue of their association with malabsorption and the creation of nutritional deficiencies described above. Such examples include people with anorexia nervosa. Other disorders may cause lip enlargement (e.g. orofacial granulomatosis), which alters the local anatomy and extenuates the skin folds at the corners of the mouth. More still may be involved because they affect the immune system, allowing normally harmless organisms like Candida to become pathogenic and cause an infection. Xerostomia (dry mouth) is thought to account for about 5% of cases of AC. Xerostomia itself has many possible causes, but commonly the cause may be side effects of medications, or conditions such as Sjögren's syndrome. Conversely, conditions which cause drooling or sialorrhoea (excessive salivation) can cause angular cheilitis by creating a constant wet environment in the corners of the mouth. About 25% of people with Down syndrome appear to have AC. This is due to relative macroglossia, an apparently large tongue in a small mouth, which may constantly stick out of the mouth causing maceration of the corners of the mouth with saliva. Inflammatory bowel diseases (such as Crohn's disease or ulcerative colitis) can be associated with angular cheilitis. In Crohn's, it is likely the result of malabsorption and immunosuppressive therapy which gives rise to the sores at the corner of the mouth. Glucagonomas are rare pancreatic endocrine tumors which secrete glucagon, and cause a syndrome of dermatitis, glucose intolerance, weight loss and anemia. AC is a common feature of glucagonoma syndrome. Infrequently, angular cheilitis may be one of the manifestations of chronic mucocutaneous candidiasis, and sometimes cases of oropharyngeal or esophageal candidiasis may accompany angular cheilitis. Angular cheilitis may be present in human immunodeficiency virus infection, neutropenia, or diabetes. Angular cheilitis is more common in people with eczema because their skin is more sensitive to irritants. Other conditions possibly associated include plasma cell gingivitis, Melkersson-Rosenthal syndrome, or sideropenic dysphagia (also called Plummer-Vinson syndrome or Paterson-Brown-Kelly syndrome).
Fungal pneumonia is an infection of the lungs by fungi. It can be caused by either endemic or opportunistic fungi or a combination of both. Case mortality in fungal pneumonias can be as high as 90% in immunocompromised patients, though immunocompetent patients generally respond well to anti-fungal therapy.
The oral lesion itself is benign and self-limiting, however this may not necessarily be the case for the underlying cause of immunocompromise. For instance, OHL with HIV/AIDS is a predictor of bad prognosis, (i.e. severe immunosuppression and advanced disease).
Hairy leukoplakia is one of the most common oral manifestations of HIV/AIDS, along with oral candidiasis. It is the most common HIV/AIDS related condition caused by EBV, although EBV associated lymphomas may also occur. OHL mainly occurs in adult males, less commonly in adult females and rarely in children. The incidence rises as the CD4 count falls, and the appearance of OHL may signifiy progression of HIV to AIDS. A study from 2001 reported a significant decrease in the incidence of some oral manifestations of AIDS (including OHL and necrotizing ulcerative periodontitis), which was attributed to the use of HAART, whilst the incidence other HIV associated oral lesions did not alter significantly.
Denture-related stomatitis is usually a harmless condition with no long term consequences. It usually resolves with simple measures such as improved denture hygiene or topical antifungal medication. In severely immunocompromised individuals (e.g. those with HIV), the infection may present a more serious threat.
Management for an individual with chronic mucocutaneous candidiasis consists of the following(relapse occurs once treatment is ceased, in many cases):
Chronic mucocutaneous candidiasis can be diagnosed in an affected individual via the following methods/tests:
The following measures are advisable for keeping the vulva and vagina healthy:
- Avoiding washing with soap, since soap disturbs the natural pH balance of the vagina. Some pH-balanced soaps exist, but their effects remain unclear. Other measures are seldom necessary or advisable. Two notable examples: so-called "feminine hygiene sprays" are unnecessary, may be generally harmful, and have been known to cause severe allergic reactions. Vaginal douching is generally not necessary and has been implicated in helping to cause bacterial vaginosis (BV) and candidiasis ("yeast infections").
- After using the toilet, wipe from the front toward the back to avoid introducing bacteria from the anal area into the vulva. Use non-perfumed, undyed toilet paper.
- Drink plenty of water and urinate frequently and as soon as possible when you feel the need, to help flush bacteria out of the urinary tract and avoid urinary tract infections. For the same reason, try to urinate before and after sex.
- Change out of a wet swimsuit or other wet clothes as soon as possible.
- Avoid fragrances, colours, and "deodorants" in products that contact the vulva/vagina: sanitary napkins, tampons, and toilet paper. Some women who are sensitive to these substances should also avoid bubble baths and some fabric detergents and softeners.
- Use a menstrual cup instead of sanitary pads or tampons. Menstrual cups are a new form of menstrual product that has recently been rapidly gaining in popularity as a greener, more cost-effective and healthier alternative to tampons and sanitary pads.
- Avoid wearing leather trousers, tight jeans, panties made of nylon or other synthetic fabrics, or pantyhose without an all-cotton crotch (not cotton covered by nylon - cut out the nylon panel if necessary).
- Anything which has been in contact with the anal area (see anal sex) should be thoroughly washed with soap and water or a disinfectant before coming in contact with the vulva or vagina.
- Use condoms during heterosexual intercourse, practise safer sex, know your sex partners, ask sex partners to practise basic hygiene of their genitals. Use artificial lubrication during the intercourse if the amount naturally produced is not enough.
- Be careful with objects inserted inside the vagina. Improper insertion of objects into any body opening can cause damage: infection, cutting, piercing, trauma, blood loss, etc.
- Avoid letting any contaminants inside the vagina, including dirt but especially sand.
- See your gynecologist regularly.
- Be careful while removing hair in this area.
Women who are unable to walk are more likely to have infections. The problem can be prevented according to above-mentioned and following measures:
- Wash crotch and rectal areas (with a soap-substitute if desired) and large amount of warm running water, every morning and evening. The disabled person can sit on a shower chair with an open seat or on a toilet. Use a shower head or water container to wash more directly.
- Use towel to dry.
- DO NOT use talcum/body powder, if desired use corn starch powder (corn-flour) on the skin of the genital area to absorb perspiration.
- Avoid sitting on plastic or synthetic materials for extended lengths of time.
- Wear loose underpants and change if soilage or wetness occurs.