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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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Carbohydrates are the main source of energy in organisms for metabolism. They are an important source of fuel in exercise. A study conducted by the Institute of Food, Nutrition, and Human Health at Massey University investigated the effect of consuming a carbohydrate and electrolyte solution on muscle glycogen use and running capacity on subjects that were on a high carbohydrate diet. The group that consumed the carbohydrate and electrolyte solution before and during exercise experienced greater endurance capacity. This could not be explained by the varying levels of muscle glycogen; however, higher plasma glucose concentration may have led to this result. Dr. Stephen Bailey posits that the central nervous system can sense the influx of carbohydrates and reduces the perceived effort of the exercise, allowing for greater endurance capacity.
Several studies have attempted to decrease the synthesis of serotonin by administering branched-chain amino acids and inhibiting the transport of tryptophan across the blood brain barrier. The studies performed resulted in little or no change in performance between increased BCAA intake and placebo groups. One study in particular administered a carbohydrate solution and a carbohydrate + BCAA solution. Both of the groups were able to run for longer before fatigue compared to the water placebo group. However, both the carbohydrate and the carbohydrate + BCAA groups had no differences in their performance. Branch-chained amino acid supplementation has proven to have little to no effect on performance. There has been little success utilizing neurotransmitter precursors to control central nervous system fatigue.
One review hypothesized that the inconsistency with BCAA administration was the result of ammonia accumulation as a result of increased BCAA oxidation.
In 2017, the U.S. Centers for Disease Control and Prevention recommended light exercises and stretching but not in the four hours before bed to help with sleep. Stretching and movement therapies are also recommended for pain. Previously, a 2014 National Institutes of Health report concluded that while GET could produce benefits, it may not yield improvement in quality of life and that because of this limitation, GET should not be considered as a primary treatment, but instead be used only as one component of a broader approach. The report also noted that a focus on exercise programs had discouraged patient participation in other types of physical activity, due to concerns of precipitating increased symptoms. A July 2016 addendum to this report recommended that the Oxford criteria not be used when studying ME/CFS. If studies based on the Oxford criteria were excluded, there would be insufficient evidence of the effectiveness of GET on any outcome.
A 2016 Cochrane review stated that exercise therapy could contribute to alleviation of some symptoms of CFS, especially fatigue. The Cochrane review also noted that research was inconclusive as to which, if any, type of exercise therapy was superior, and concluded that no evidence had been found suggesting that exercise therapy worsened outcomes. A 2015 review article determined that serious adverse effects, or harms, from exercise therapy were poorly reported in most studies, and determined there was insufficient evidence for a conclusion.
As with CBT, patient organisations have long criticised the use of exercise therapy, most notably GET, as a treatment for CFS. In 2012 the MEA commenced an extensive opinion survey of patients who had received GET. Based on the findings of this survey, in 2015 the MEA concluded that GET in its current delivered form should not be recommended as a primary intervention for persons with CFS.
Most patients experience an improvement of their symptoms, but for some, OI can be gravely disabling and can be progressive in nature, particularly if it is caused by an underlying condition which is deteriorating. The ways in which symptoms present themselves vary greatly from patient to patient; as a result, individualized treatment plans are necessary.
OI is treated both pharmacologically and non-pharmacologically. Treatment does not cure OI; rather, it controls symptoms.
Physicians who specialize in treating OI agree that the single most important treatment is drinking more than two liters (eight cups) of fluids each day. A steady, large supply of water or other fluids reduces most, and for some patients all, of the major symptoms of this condition. Typically, patients fare best when they drink a glass of water no less frequently than every two hours during the day, instead of drinking a large quantity of water at a single point in the day.
For most severe cases and some milder cases, a combination of medications are used. Individual responses to different medications vary widely, and a drug which dramatically improves one patient's symptoms may make another patient's symptoms much worse. Medications focus on three main issues:
Medications that increase blood volume:
- Fludrocortisone (Florinef)
- Erythropoietin
- Hormonal contraception
Medications that inhibit acetylcholinesterase:
- Pyridostigmine
Medications that improve vasoconstriction:
- Stimulants: (e.g., Ritalin or Dexedrine)
- Midodrine (ProAmatine)
- Ephedrine and pseudoephedrine (Sudafed)
- Theophylline (low-dose)
- Selective serotonin reuptake inhibitors (SSRI's - Prozac, Zoloft, and Paxil)
Behavioral changes that patients with OI can make are:
- Avoiding triggers such as prolonged sitting, quiet standing, warm environments, or vasodilating medications
- Using postural maneuvers and pressure garments
- Treating co-existing medical conditions
- Increasing fluid and salt intake
- Physical therapy and exercise unless contraindicated by an underlying condition such as chronic fatigue syndrome where traditional exercise can worsen the condition
Pharmacological methods of treatment include fludrocortisone, midodrine, somatostatin, erythropoietin, and other vasopressor agents. However, often a patient with pure autonomic failure can mitigate his or her symptoms with far less costly means. Compressing the legs and lower body, through crossing the legs, squatting, or the use of compression stockings can help. Also, ingesting more water than usual can increase blood pressure and relieve some symptoms.
Patients with CFS benefit from a well-balanced diet and eating regularly (eating little and often), including slow-release starchy foods in meals and snacks. Although elimination diets are not generally recommended, many people experience relief of CFS symptoms with these diets, including gastrointestinal complaints. To avoid the risk of malnutrition, they should be supervised by a dietitian.
For individuals prescribed anti-anxiety medications such as Alprazolam (Xanax), caffeine can introduce further problems by increasing rates of cytotoxicity and cell death by necrosis. This leads to these medications being essentially ruled out as viable treatments for caffeine-induced anxiety. Due to caffeine’s negative interaction with anti-anxiety medications such as benzodiazepines, treatments for caffeine-induced anxiety disorder tend to focus on abstinence from or a reduction of caffeine intake and behavioral therapy. Some doctors may recommend a continuance of caffeine consumption but with the provision that the patient actively takes note of physiological changes that happen after caffeine intake. The goal of this approach is to help patients better understand the effects of caffeine on the body and to distinguish threatening symptoms from normal reactions.
Treatment may involve investigation, reassurance and explanation, and possibly specialist treatment such as antidepressants or cognitive behavioral therapy.
A 2007 review concluded that a period of nine months of growth hormone was required to reduce fibromyalgia symptoms and normalize IGF-1. A 2014 also found some evidence support its use. Sodium oxybate increases growth hormone production levels through increased slow-wave sleep patterns. However, this medication was not approved by the FDA for the indication for use in people with fibromyalgia due to the concern for abuse.
The muscle relaxants cyclobenzaprine, carisoprodol with acetaminophen and caffeine and tizanidine are sometimes used to treat fibromyalgia; however as of 2015 they are not approved for this use in the United States. The use of NSAIDs is not recommended as first line therapy.
Dopamine agonists (e.g. pramipexole and ropinirole) resulted in some improvement in a minority of people, but numerous side effects, including the onset of impulse control disorders like compulsive gambling and shopping, have led to concern about this approach.
There is some evidence that 5HT antagonists may be beneficial. Preliminary clinical data finds that low-dose naltrexone (LDN) may provide symptomatic improvement.
Very low quality evidence suggests quetiapine may be effective in fibromyalgia.
No high quality evidence exists that suggests synthetic cannabinoids help with fibromyalgia, and in general tolerability is poor.
Symptoms of OI are triggered by the following:
- An upright posture for long periods of time (e.g. standing in line, standing in a shower, or even sitting at a desk).
- A warm environment (such as in hot summer weather, a hot crowded room, a hot shower or bath, after exercise).
- Emotionally stressful events (seeing blood or gory scenes, being scared or anxious).
- Astronauts returning from space not yet re-adapted to gravity.
- Extended bedrest
- Inadequate fluid and salt intake.
Although "there has been no cure of chronic hypersomnia", there are several treatments that may improve patients' quality of life, depending on the specific cause or causes of hypersomnia that are diagnosed.
When consumed in moderation, caffeine can have many beneficial effects. However, over the course of several years, chronic caffeine consumption can produce various long-term health deficits in individuals, "including permanent changes in brain excitability". As previously stated, long-term effects are most often seen in adolescents who regularly consume excess amounts of caffeine. This can effect their neuroendocrine functions and increase the risk of anxiety-disorder development.
Due to the uncertainty about the pathogenesis of FM, current treatment approaches focus on management of symptoms to improve quality of life, using integrated pharmacological and non-pharmacological approaches. There is no single intervention shown to be effective for all patients and no gold treatment standard exists for FM. Multimodal/multidisciplinary therapy is recommended to target multiple underlying factors of FM. A meta-analysis of 1,119 subjects found "strong evidence that multicomponent treatment has beneficial short-term effects on key symptoms of FMS."
Pure autonomic failure (PAF), also known as Bradbury-Eggleston syndrome or idiopathic orthostatic hypotension, is a form of dysautonomia that first occurs in middle age or later in life; men are affected more often than women.
It was once believed that lactic acid build-up was the cause of muscle fatigue. The assumption was lactic acid had a "pickling" effect on muscles, inhibiting their ability to contract. The impact of lactic acid on performance is now uncertain, it may assist or hinder muscle fatigue.
Produced as a by-product of fermentation, lactic acid can increase intracellular acidity of muscles. This can lower the sensitivity of contractile apparatus to calcium ions (Ca) but also has the effect of increasing cytoplasmic Ca concentration through an inhibition of the chemical pump that actively transports calcium out of the cell. This counters inhibiting effects of potassium ions (K) on muscular action potentials. Lactic acid also has a negating effect on the chloride ions in the muscles, reducing their inhibition of contraction and leaving K as the only restricting influence on muscle contractions, though the effects of potassium are much less than if there were no lactic acid to remove the chloride ions. Ultimately, it is uncertain if lactic acid reduces fatigue through increased intracellular calcium or increases fatigue through reduced sensitivity of contractile proteins to Ca.
Functional somatic syndromes may occur in 6 to 36% of the population.
There is no known cure for neuromyotonia, but the condition is treatable. Anticonvulsants, including phenytoin and carbamazepine, usually provide significant relief from the stiffness, muscle spasms, and pain associated with neuromyotonia. Plasma exchange and IVIg treatment may provide short-term relief for patients with some forms of the acquired disorder. It is speculated that the plasma exchange causes an interference with the function of the voltage-dependent potassium channels, one of the underlying issues of hyper-excitability in autoimmune neuromyotonia. Botox injections also provide short-term relief. Immunosuppressants such as Prednisone may provide long term relief for patients with some forms of the acquired disorder.
The treatment of dysautonomia can be difficult; since it is made up of many different symptoms, a combination of drug therapies is often required to manage individual symptomatic complaints. Therefore, if an autoimmune neuropathy is the case, then treatment with immunomodulatory therapies is done, or if diabetes mellitus is the cause, control of blood glucose is important. Treatment can include proton-pump inhibitors and H2 receptor antagonists used for digestive symptoms such as acid reflux.
For the treatment of genitourinary autonomic neuropathy medications may include sildenafil (a guanine monophosphate type-5 phosphodiesterase inhibitor). For the treatment of hyperhidrosis, anticholinergic agents such as trihexyphenidyl or scopolamine can be used, also intracutaneous injection of botulinum toxin type A can be used for management in some cases.
Balloon angioplasty, a procedure referred to as transvascular autonomic modulation, is specifically not approved for the treatment of autonomic dysfunction.
Hypersomnia, or hypersomnolence, is a neurological disorder of excessive time spent sleeping or excessive sleepiness. It can have many possible causes and can cause distress and problems with functioning. In the fifth edition of the "Diagnostic and Statistical Manual of Mental Disorders", (DSM-5), hypersomnolence, of which there are several subtypes, appears under sleep-wake disorders.
CNS depression is treated within a hospital setting by maintaining breathing and circulation. Individuals with reduced breathing may be given supplemental oxygen, while individuals who are not breathing can be ventilated with bag valve mask ventilation or by mechanical ventilation with a respirator. Sympathomimetic drugs may be used to attempt to stimulate cardiac output in order to maintain circulation. CNS Depression caused by certain drugs may respond to treatment with an antidote.
There are two antidotes that are frequently used in the hospital setting and these are Naloxone and Flumazenil. Naloxone is an opioid antagonist and reverses the central nervous depressive effects seen in opioid overdose. In the setting of a colonoscopy, Naloxone is rarely administered but when it is administered, its half life is shorter than some common opioid agonists. Therefore, the patient may still exhibit central nervous system depression after Naloxone has been cleared. Typically, Naloxone is administered in short intervals with relatively small doses in order to prevent the occurrence of withdrawal, pain, and sympathetic nervous system activation. Flumazenil is a benzodiazepine antagonists and blocks the binding of benzodiazepines to GABAa. Similarly to Naloxone, Flumazenil has a short half life, and this needs to be taken into account because the patient may exhibit central nervous depression after the antidote has been cleared. Benzodiazepines are used in the treatment of seizures and subsequently, the administration of Flumazenil may result in seizures. Therefore, slow administration of Flumazenil is necessary to prevent the occurrence of a seizure. These agents are rarely used in the setting of a colonoscopy as 98.8% of colonoscopies use sedatives but only 0.8% of them result in the administration of one of these antidotes. Even if they are rarely used in colonoscopies they are important in preventing the patient from entering a coma or developing respiratory depression when sedatives are not properly dosed. Outside of the colonoscopy setting, these agents are used for other procedures and in the case of drug overdose.
CVAC sessions
Cyclic Variations in Adaptive Conditioning (CVAC) is a method of touch free cyclic hypobaric pneumatic compression for treatment of tissue edema and, therefore, edema-associated pain. As a pilot study, 10 participants with AD completed pain and quality of life questionnaires before and after 20–40 minutes of CVAC process daily for 5 days. After treatment, there was a significant decrease in pain as measured by the Pain Catastrophizing Scale and the Visual Analogue Scale, but there was no change in pain quality by the McGill Pain Questionnaire. However, there were no changes in the Pain Disability Index or Pittsburgh Sleep Quality Index. This study suggests a potential treatment role for CVAC, and the authors recommended randomized controlled clinical trials.
The prognosis of dysautonomia depends on several factors; individuals with chronic, progressive, generalized dysautonomia in the setting of central nervous system degeneration such as Parkinson's disease or multiple system atrophy have a generally poorer long-term prognosis. Consequently, dysautonomia could be fatal due to pneumonia, acute respiratory failure, or sudden cardiopulmonary arrest.
Autonomic dysfunction symptoms such as orthostatic hypotension, gastroparesis, and gustatory sweating are more frequently identified in mortalities.
The long-term prognosis is uncertain, and has mostly to do with the underlying cause; i.e. autoimmune, paraneoplastic, etc. However, in recent years increased understanding of the basic mechanisms of NMT and autoimmunity has led to the development of novel treatment strategies. NMT disorders are now amenable to treatment and their prognoses are good. Many patients respond well to treatment, which usually provide significant relief of symptoms. Some cases of spontaneous remission have been noted, including Isaac's original two patients when followed up 14 years later.
While NMT symptoms may fluctuate, they generally don't deteriorate into anything more serious, and with the correct treatment the symptoms are manageable.
A very small proportion of cases with NMT may develop central nervous system findings in their clinical course, causing a disorder called Morvan's syndrome, and they may also have antibodies against potassium channels in their serum samples. Sleep disorder is only one of a variety of clinical conditions observed in Morvan's syndrome cases ranging from confusion and memory loss to hallucinations and delusions. However, this is a separate disorder.
Some studies have linked NMT with certain types of cancers, mostly lung and thymus, suggesting that NMT may be paraneoplastic in some cases. In these cases, the underlying cancer will determine prognosis. However, most examples of NMT are autoimmune and not associated with cancer.
Recent research into treatments for Dercum's disease has identified liposuction as a possible treatment. The researchers wanted to assess the use of liposuction on the affected adipose tissue to see if pain was reduced in the affected patient. The results of this study suggested that pain was reduced in patients for a short period of time. As time had passed the patients pain level had once again increased. The study found that pain was reduced only for a period of time and that all symptoms had come back within 5 years. Other recent treatments include Transcutaneous Electrical Stimulation has in one case proven to safely and effectively reduce the symptoms of the disease. This type of therapy is typically used in the treatment of painful inflammatory conditions. Treatments included 10 consecutive sessions over a 6-month period. After 4 months of treatment pain was reduced and after 6 months of treatment pain was even further reduced.
In a study comparing the central nervous depression due to supra-therapeutic doses of Triazolam (Benzodiazepine), Pentobarbital (Barbiturate) and GHB it appeared as if GHB had the strongest dose-effect function. Since, GHB had a high correlation between its dose and its central nervous system depression it has a high risk of accidental overdose. In the case of accidental overdose of GHB, patients could become drowsy, fall asleep and may enter a coma. Although GHB had higher sedative effects at high doses as compared to Triazolam and Pentobarbital, it had less amnestic effects as compared to Triazolam and Pentobarbital. Arousal of subjects in the GHB group sometimes even required a painful stimulus; this was not seen in the Triazolam or the Pentobarbital group. Fortunately, during this heavy sedation with GHB the subjects maintained normal respiration and blood pressure. This is often not the case with opioids as they will cause respiratory depression.