Artificial Intelligence – InDepth
In recent years, artificial intelligence has garnered greater and greater traction and attention not only by computer scientists and engineers alike, but also the general public. Artificial intelligence is, in essence, the development of technology–namely computers–to perform technological tasks by way of humanlike qualities, which encompass a whole spectrum. Prominent markers of human intelligence that artificial intelligence aims to mimic are speech recognition, visual perception, and various kinds of decision-making. To put such humanlike qualities into play through a robot, machine, or computer is a complex endeavor.
Artificial intelligence has been prevalent in many of the online interfaces the general public tends to use such as Amazon’s Alexa, Apple’s Siri, and automated cars that do not require humans to facilitate its movement. Information is generally obtained by technologies like the aforementioned due to the abundance of users that allow a wealth of information to accumulate and be processed. That information allows for artificial intelligence to continue doing particular delegated tasks solely from the extraction of data from prior tasks. One of the components of artificial intelligence that displays just that is machine learning (ML), where the algorithms within AI analyze the data they have access to, learn from it, and learn how to apply it to future tasks without the need to be explicitly programmed (Samuel). This is a part of the humanlike qualities AI possesses, the ability to perform tasks without explicit instructions. How these capabilities of artificial intelligence comes into play can come in the form of many real life applications.
With the AI many are familiar with such as virtual online assistants in the vein of Alexa and Siri, the benefits of AI are clear. They can aim to make life much simpler perhaps out of convenience, but AI also functions as a bridge for accessibility for those who may not be physically or mentally capable of doing certain activities. Such is the case with children who have disabilities regarding brain development and physical development. AI is present in the form of assistive robots that provide children with the ability to develop their cognitive abilities. In a number of play studies, researchers at the University of Alberta, Canada saw children ranging from six to seven-years-old with motor impairments due to cerebral palsy perform various tasks with the help of an industrial robotic arm (Adams).
Artificial intelligence has a number of benefits that extend beyond greater accessibility for those who may not have it. Life is arguably made easier due to AI, but there is reluctance moving forward into the future with AI out of ethical concerns. A large concern if whether or not AI, with its programmed humanlike qualities, will reach a point where human intervention and engagement is not necessary at all; where AI would have a mind on its own (Köse). Another concern is the extent to which AI should be able to access the information its users provide. Terms and conditions are oftentimes purposely vague in language, and users accepting these conditions may not truly understand what they are agreeing to. AI may potentially take advantage of this naivety, and thus, a growing number of concerns have risen in regards to this issue.
Despite all the possible worries and fears of artificial intelligence, the existence of AI is a wonder. It is a testament to the extent of technological innovation, and to see where AI will go in the future, even with all the worries, is an exciting endeavor.
Adams, K., Encarnação, P., Rios-Rincón, A. M., & Cook, A. M. (2018). Will artificial intelligence be a blessing or concern in assistive robots for play? Revista Brasileira de Crescimento e Desenvolvimento Humano, 28(2), 213–218. https://doi-org.ccny-proxy1.libr.ccny.cuny.edu/10.7322/jhgd.147242
Köse, U. (2018). Are We Safe Enough in the Future of Artificial Intelligence? A Discussion on Machine Ethics and Artificial Intelligence Safety. BRAIN: Broad Research in Artificial Intelligence & Neuroscience, 9(4), 184–197. Retrieved from http://ccny-proxy1.libr.ccny.cuny.edu/login?url=https://search.ebscohost.com/login.aspx?direct=true&db=a9h&AN=133436011&site=ehost-live
Reflections
Favorite topic gone over in class thus far: biomimicry
Reasoning: it’s just fascinating that even though we’ve progressed technologically and scientifically leaps and bounds beyond our imaginations, we can still default to what nature has provided us and gain inspiration to further advance what we’ve invented and innovated. Also, sometimes the solution to problems we face whether it be societal or within a niche community may very well be readily available within our reach all this time in the form of what nature has given us. In order to thoroughly comprehend the idea of biomimicry, as I had no prior knowledge nor understanding of the topic before this class, I think back to our mini-assignments where we had to read up on various organisms and how they fit in the realm of biomimicry. I read up on the kingfisher bird and its impact on the design of Japanese bullet trains. This tiny bird that I had no idea existed managed to influence the efficiency of an entire system of transportation for a country that is already so incredibly industrialized like Japan. To take notes from what evolution and nature has provided the kingfisher in the form of their sleek and narrow beaks and apply it to something seemingly so drastically different like industrial trains is mind-boggling, but simultaneously fascinating. It’s incredibly to know that such a bridge between technology and science exists, and I’m excited to see where it goes from here.
Application to learning outcomes: in terms of how well learning and engaging in this topic applied to the learning outcomes for me as the student and for my classmates as well, I very much did become familiar with scientific inquiry and research, but I would say the most successful outcome to come out of the biomimicry lesson is gaining a greater in-depth understanding of “how science makes progress and changes through time based on newly available evidence.” If anything, I think that outcome applies to biomimicry word for word. Communicating science was also done through our respective blog posts and verbally sharing out what we found from brief research. I most definitely left the class that particular day with an appreciation for this topic and its implications not only within my life, but for the course of history.
The Case for Bright Light Therapy to Treat Alzheimer’s
Background:
Alzheimer’s is an irreversible and progressive brain disorder that is notably characterized by the deterioration of memory and cognitive ability and eventually, the ability to do the simplest of tasks. Most people diagnosed with Alzheimer’s—the late-onset type—first exhibit symptoms in their mid-60s. Early-onset Alzheimer’s can occur in people between the ages of 30 to 60, but it is comparatively much more rare than late-onset Alzheimer’s. Alzheimer’s is one of the most common causes of dementia with older adults. Symptoms include not only memory loss and the aforementioned characteristics but also language problems and unpredictable behavior.
There is currently no cure for Alzheimer’s. However, there have been many speculated treatments for the disease. These potential cures may be considered pseudoscience, beliefs or practices that are claimed to be scientific and factual, but conflict with the scientific method and technically have no scientific basis for the claims. Among many of these potential cures is bright light therapy. Bright light therapy entails being exposed to incredibly bright lights on a regular basis. The light is placed in a box with a screen that diffuses it so the light is less straining on the eyes. The recipient of the light therapy sits in front of the light source for a fixed time per day to maintain consistency. There have been a number of past studies that sought to find a correlation between bright light therapy’s effectiveness in several areas including sleep habits, dementia–which extends to Alzheimer’s, and cognitive functioning. But in order to truly identify whether or not bright light therapy can be considered pseudoscience and not a probable treatment for Alzheimer’s, further studies should be conducted.
Parameters/Methodology
- Control group: 30 individuals exhibiting symptoms of Alzheimer’s that will be subjected to regular light exposure.
- Experimental group: 30 individuals exhibiting symptoms of Alzheimer’s that will be subjected to bright light therapy.
- Both groups will go through the same routine of light exposure for the same amount of time on the same days. The only distinction is the type of light exposure in order to extract the true effect of bright light therapy. Eligible candidates need only to be of ages 60+. Sex and ethnic background impose no hindrance to the study.
- Participation is voluntary and the volunteers will be found through nursing homes. Given the onset symptoms of these potential volunteers, expressed written consent is required and they must be thoroughly informed of all the risks that may be incurred through this experiment such as potential negative effects in their cognitive function such as increased headaches, significantly worse memory recollection, etc. If possible, the caretaker of the volunteer or a family member should be present during this to be informed of all the potential side effects.
Potential Results
Potential results may involve a possible improvement in function in memory for both groups as it the regular lights may be representative of a placebo effect for the control group. As for the experimental group, either no improvement or slight improvement may occur.
https://www.verywellhealth.com/bright-light-therapy-and-its-use-in-alzheimers-disease-98668
Leggo my Alzheimer’s: A Human Subjects Research Study on Maple Syrup’s effect against Alzheimer’s Disease
Motivation:
A concentrated form of Maple Syrup was found to reduce the folding of proteins found in the brain that are theorized to lead to Alzheimer’s disease after in lab testing from the University of Toronto’s Dr. Donald Weaver was presented at the American Chemical Society Symposium. We are hoping to investigate the ingestive effects of Maple Syrup and whether it could prevent the worsening of a patients’ Alzheimer’s disease.
The Pseudoscience:
In terms of actual pseudoscience, there doesn’t seem to be much here, beyond the click-baiting title from a Fox News article that maple syrup could possibly be a cure. What the discovery was at the symposium was that extract from the maple syrup prevented folding of a protein that has been linked to Alzheimer’s. This means that it has the possibility of serving as preventative agent and not a traditional cure. Other than this, Dr. Weaver himself says that most of the stories have not oversold the findings saying, “Coverage has been excellent. None of the stories has “oversold” the results. All have emphasized that these are preliminary data and that we are not saying that maple syrup is a cure for dementia. They appreciate that these are early times and much work remains to be done”(Luke, University of Toronto News).
Study Details:
A sample size of over 200 people would seem reasonable for an initial investigation of the consumption of maple syrup. Since it is concentrated maple syrup, a pill would be used to avoid the diabetic possibilities from the over-use of syrup. Participants in the study will have to be inside the same age range and should be suffering from early symptoms of Alzheimer’s since we are aiming to prove the preventative effects of Maple Syrup on the disease.
This study should last at least a year since Alzheimer’s symptoms are capable of dramatically worsening over the span of a month. Eligible participants would be randomly selected to either a control or experimental group. Both groups would be informed of possible resources and referrals available to their community to fulfill the aspect of beneficence to the control group, which would only be offered a placebo pill instead of an actual pill of concentrated maple syrup. This act of deception is necessary for this study and without much treatment existing for Alzheimer’s it is ethically allowed. Surveys can be distributed to whoever the primary caretaker is to supplement the results of MRI testing to measure the severity of Alzheimer’s. This kind of testing and survey collection can happen at the end of every month. Small compensation in the form of a gift card can also be provided to participants, something characteristic of Human Subjects Research. Funding from most of this would hopefully be from the NIH since they have a strong interest in reducing the pressure on the healthcare system from older individuals due to the higher frequency of their visits. Any type of reduction in the amount of people suffering from Alzheimer’s would greatly diminish this burden since accidents from lack of cognitive function are a large source of hospital visits.
Reviewing Participants:
Participants would need to give their own consent. They need to be aware that they can leave the study at any moment they see fit, and that said study will not interfere with their medical care and the costs associated. They must be made aware of any risks involved in MRI scanning, ingesting pills, or answering survey questions that may trigger an emotional response. These risks must also be disclosed to their primary caretaker, so that they understand the risks their loved one may be taking in the case that the person loses further cognitive function.
After Completion:
A success for this study would be either disproving the effects of a Maple Syrup pill, and thus preventing further resources from being wasted on a fruitless endeavor, or proving that the orally ingested Maple Syrup Pill does have a noticeable positive correlation in preventing the decline of the cognitive abilities of those with mild cases of Alzheimer’s. If the latter is the case, further testing will be needed before it can be confirmed as an actual treatment for Alzheimer’s, and given to the public. This would be more clinical trials, that would hopefully build a strong case for this to go to market, and help fight the rising wave of Alzheimer’s that has been occurring to seniors.
Sources:
https://www.foxnews.com/health/maple-syrup-isnt-just-delicious-it-could-also-cure-alzheimers-disease
https://www.utoronto.ca/news/sweet-discovery-maple-syrup-may-prevent-alzheimers-sparks-worldwide-interest-u-t-expert
Attacking Alzheimer’s with Ashwagandha: An Alternative Antidote Against Amyloid-B
- Background & Introduction:
- Alzheimer’s is a neurodegenerative disorder that causes issues with memory, cognition, and behavior. Falling under the umbrella term of dementia, Alzheimer’s is a disease that afflicts a large population, however, has no cure nor formal treatment. Alzheimer’s defining feature in the brain is the presence of Amyloid-B peptide plaque and Tau protein filament tangles that both work together to continue a feedback loop that causes the degeneration of nerves in the brain and the communication networks between neurons, eventually leading to their death.
- Ashwagandha is a traditional Indian herb that is used in Ayurvedic medicine, or traditional Indian healthcare/healing methods. The medicinal form is derived from the shrub’s roots and fruit and is dried and consumed usually in capsule form. Specifically for Alzheimer’s, chemical compounds called withanolides found in multiple forms in ashwagandha are thought to help with the Amyloid-B peptide plaque formation.
- The Pseudoscience Behind It
- Ashwagandha has been thought to be a “magical treatment/supplement” with a long list of benefits largely based off of the traditional Indian uses for it. It’s been mostly toted as having “adaptogenic” qualities or assisting in adapting the body and mind to natural and normal stressors, helping in mood and physical health. With such a list of diseases such as asthma, cancer, and anemia that it has been told to help fight, the actual herb has had little scientific research done on it and the side effects, both short and long-term, are unknown. The term adaptogen and lack of scientific basis behind its healing and disease-fighting properties lead ashwagandha into the pseudoscience territory where users and proponents for homeopathic “cure-alls” and “preventatives” reign.
- Ashwagandha has been thought to be a “magical treatment/supplement” with a long list of benefits largely based off of the traditional Indian uses for it. It’s been mostly toted as having “adaptogenic” qualities or assisting in adapting the body and mind to natural and normal stressors, helping in mood and physical health. With such a list of diseases such as asthma, cancer, and anemia that it has been told to help fight, the actual herb has had little scientific research done on it and the side effects, both short and long-term, are unknown. The term adaptogen and lack of scientific basis behind its healing and disease-fighting properties lead ashwagandha into the pseudoscience territory where users and proponents for homeopathic “cure-alls” and “preventatives” reign.
- A Possible Alzheimer’s Cure
- Ashwagandha has thought to be a possible Alzheimer’s cure considering the properties that the withanolides carry have the ability to bind to active fibril forming locations and prevent the formation of the B-Amyloid plaque that is a large part of Alzheimer’s development. This would function as a preventative measure, however, the methanol compounds that were extracted from ashwagandha were also seen to have stimulated neurite outgrowth, or when developing nerves create new projections as induced by nerve growth factors. This function serves to help heal any neurodegeneration that has already occurred in the brain, providing a stimulant for the regeneration of the neural networks that are affected by Alzheimer’s. Working both as a preventive measure and a regenerative treatment, ashwagandha appears to be a possible cure for Alzheimer’s.
Clinical Trial Methodology
- Treatment groups:
- Participants: Randomly selected amongst populations of interested patients affected by early-stage Alzheimer’s from clinics, local Primary Care/Geriatric/Neurologists’ offices, and nursing homes compensated with a standard monetary sum.
- Considering these are geriatric patients and ones affected by dementia, need informed consent signed by the participant and designated healthcare proxy if dementia progresses during the experiment and participant can’t convey his/her health needs/desires down the line.
- Informed consent needs to include: the ability to leave at any point during the experiment, awareness of unknown side effects, awareness of placebo in the experiment, understand obligation to fulfill and physical and mental risks (PET scan, CANTAB, MMSE) involved for tests at every point of the experiment (beginning, middle, end), understanding that their consent now is for the entire duration of experiment, even if they forget about the consent form down the line (as witnessed by healthcare proxy).
- Sample Size: For a significant difference (p<.05 & 90% power) in the results need a minimum sample size of 80 patients in final results. Starting size of 200 participants would be ideal, as many will not continue with the study due to other circumstances or conflicts during the testing period.
- Control: Subjects take a placebo capsule without ashwagandha orally, daily.
- Experimental: Subjects take capsule with ashwagandha powder orally, daily.
- Participants: Randomly selected amongst populations of interested patients affected by early-stage Alzheimer’s from clinics, local Primary Care/Geriatric/Neurologists’ offices, and nursing homes compensated with a standard monetary sum.
- Experimental Parameters and Testing:
- Memory – Memory Test ( CANTAB Mobile)- subjects will take an online memory test on a computer to quantify memory data collected and progress over time
- Cognition- Cognitive Test (MMSE) – subjects will take a cognitive test to test for thinking and problem solving over the course of the treatment
- Plaque Buildup- PET scan for amyloid plaque in the brain before, once in the middle, and after the course of treatment
- Experiment Plan:
- Participants take their designated capsule, daily, over the course of 6 months. A PET scan specifically for amyloid plaque will be conducted prior start as well as a CANTAB test and MMSE test to function as a baseline. At midpoint (3 months), the second set of tests will be done to determine if any significant change had occurred in all three parameters. A general health check will be done to account for the drug’s effect on other parts/functions of the body. At the end of the treatment course (6 months), the same tests and check-up will be done to all participants still remaining in the study.
- Considerations for risk towards participants
- Risks mainly are focused on side-effects of this herb on the participants in this study. Considering the short and long-term risks for this herb are unknown and undocumented. Cytotoxic properties are unknown and a basic health check should be done in addition to results to see if the drug has affected any other parts and functions of the body.
- Must be ready to halt experiment if long-term effects demonstrate fatal or deadly side-effects in a large percentage of participants.
- Considerations also include the patients progressing quickly in their Alzheimer’s, especially in the control group/ They must be monitored since Alzheimer’s and severe dementia can lead to reckless and dangerous behaviors as well as inability to eat/feed the participant, causing possible death.
- Since patients will most likely be older in age, must account for natural death due to other factors and calculate the statistics between the experimental and control to ensure death is not related to the consumption of the drug.
- An additional consideration is that if Alzheimer’s progresses quickly and the patient can no longer consume/take in the drug on their own accord, that the experiment cannot continue in that participant and will instead be logged as data stating that the pill can longer be administered due to severe dementia.
- Risks mainly are focused on side-effects of this herb on the participants in this study. Considering the short and long-term risks for this herb are unknown and undocumented. Cytotoxic properties are unknown and a basic health check should be done in addition to results to see if the drug has affected any other parts and functions of the body.
- Potential Results & Quantifiable Success
- Potential results include a positive trend in cognitive ability in the experimental group contrasted against a negative trend in the control displaying how the drug helps treat and possibly reverse the symptoms of Alzheimer’s. Additional results can include no trend in experimental group meaning the drug has prevented progression, however, has not contributed to the formation of new neural networks/healing. A final option was that the experimental and the control group had shown little to no difference in mean and SD leading to the conclusion that there was no discernable significant effect on the populations by the drug on the progression of Alzheimer’s.
- Quantifiable Success would be a positive or zero trends for the experimental group and a negative trend for the control since it would signal an effect by the drug compared to the placebo. If the final sample size was greater than or equal to 80 then the data collected would be statistically significant by sample size and if the given results were calculated to be significant using a two-way repeated measures Analysis of Variance the drug would demonstrate a definite effect.
Antiviral and Antitumor Possibilities with Mycalamide
Mycalamide is an antiviral compound derived from the New Zealand sponge, Mycale. There are two recurring compoiunds, Mycalamide A and Mycalamide B. In regards to its antiviral properties, studies are still being conducted on it given the possibility of aiding HPV (herpes) cures. However, in recent years, there has been greater emphasis on the potential antitumor properties of Mycalamide. From the isolation of Mycalamide A, an evaluation of the compound as an antitumor agent is still being conducted due to its “in vivo activity against P388 murine leukemia and a variety of solid tumor model systems” (Perry, 223). Currently, Mycalamide research is still awaiting further clinical trials due to compounds occurring in sponges in the wild being ecologically unsustainable. However, chemical synthesis is a potential option albeit complicated to process.
https://pubs.acs.org/doi/pdfplus/10.1021/jo00288a037
http://breteschethibault.free.fr/articles%20aqua/Aquaculture%20trials%20for%20the%20production%20of%20biologically%20active%20metabolites%20in%20the%20New%20Zealand%20sponge%20Mycale%20hentscheli.pdf
F is for Failure: The initial success and pre-clinical discontinuation of Eryloside F.
Eryloside F was a drug discovered off of a sponge that offered a lot of hope in the treatment of thrombosis. It’s chemical structure showed a lot of promise considering other disaccharides have had similar effects in the past. Chemically, it inhibited the reception of thrombin, which caused thrombosis, as well as to a much lesser extent, disrupting platelet aggregation, or blood clotting. Sadly, Eryloside F didn’t make it past the following pre-clinical trials, being discontinued in 2005. That was five years after the publishing of the paper that documented its promise in fighting thrombosis, properly demonstrating the necessary difficulty and selectivity that follows drug approval.
Chemical with Anti-Malarial Properties Discovered in Sponges
Diisocyanoadociane is a chemical compound that is specific to a species of sponges called Cymbastela hooperi. It is a member of a class of chemicals called diterpenes, which is known for anti-inflammatory and anti-microbial properties and features such compounds as retinol and retinal. For diisocyanoadociane, it was initially sampled and studied in 1998, going through a few various studies since then, the most recent of which being from 2013. Such highlights the problem with most anti-malarial drugs, as side effects alongside the killing of the infecting protozoans can massively outweigh the actual treatment of the disease in question. Diisocyanoadociane in particular has been found to have some chemical similarities to chemicals with dream-altering properties, which explains its unusually long trial period.
Marine Sponges and the Antifungal Future
Antifungal chemicals found in marine sponges include Mirabilin B and Naamine D. These chemicals act as antifungals by targeting the cell walls of the fungi and thus leading to the cell death as the cell’s breakdown or leak out and die. The antifungal properties of these marine sponges were promising when they were discovered; however, the trend with most antifungal substances found in these sponges ends up in research geared more towards cancer drugs. The chemistry behind them is that alkaloids in the marine sponge substances through different mechanisms including protein signal pathway blocking, DNA topoisomerase inhibition, and fermentation induction.
The issue that arises, however, is that alkaloids are highly toxic and haven’t been formally researched as a therapy for humans. As recent as last year, alkaloids were still only being briefly considered as human treatment options. Many of the same substances found are better used as anti-cancer drugs for their cytotoxic properties over their antifungal potential. Due to that many, including these two haven’t made it into the pharmaceutical sector and have not continued to clinical trials.
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