#How to analyze enzyme kinetics data
Explore tagged Tumblr posts
Text
Mastering Enzyme Kinetics: Step-by-Step PPT for Students and Researchers
If you are a student or researcher in biology or chemistry, understanding enzyme kinetics is very important. Our bodies naturally contain enzymes that aid in accelerating chemical reactions. Enzyme kinetics means studying how fast these enzymes work and what affects their speed. But enzyme kinetics can feel confusing because of the terms and math involved. Thatâs why using a step-by-stepâŠ
#Enzyme Kinetics#enzyme kinetics basics for students#Enzyme kinetics explained simply#Enzyme kinetics PPT download#How to analyze enzyme kinetics data#Mastering Enzyme Kinetics Step-by-Step PPT#Michaelis-Menten equation tutorial
0 notes
Text
Understanding Microplate Readers for Absorbance: Principles, Applications, and Innovations
Microplate readers have become indispensable tools in modern laboratories, providing rapid and accurate analysis for a wide range of biological and chemical assays. Among the different detection modes available in microplate readers, absorbance is one of the most commonly used and foundational techniques. This article explores the principles behind absorbance-based microplate readers, their applications, key components, and recent innovations that have enhanced their capabilities.
What Are Microplate Readers? A microplate reader, also known as a plate reader, is a laboratory instrument used to detect biological, chemical, or physical events of samples in microtiter plates These microplate readers absorbance have become indispensable tools in modern laboratories, providing rapid and accurate analysis for a wide range of biological and chemical assays. Among the different detection modes available in microplate readers, absorbance is one of the most commonly used and foundational techniques. This article explores the principles behind absorbance-based microplate readers, their applications, key components, and recent innovations that have enhanced their capabilities.
What Are Microplate Readers? A microplate reader, also known as a plate reader, is a laboratory instrument used to detect biological, chemical, or physical events of samples in microtiter plates. These plates typically contain 6 to 1536 wells, with 96-well and 384-well plates being the most common. The device automates and quantifies readings across many samples simultaneously, dramatically increasing throughput and reproducibility in experimental procedures.
Principle of Absorbance in Microplate Readers Absorbance, or optical density (OD), refers to the measurement of light absorbed by a solution. When light passes through a sample, some wavelengths are absorbed by molecules within the sample, while others pass through. The amount of light absorbed at a specific wavelength correlates directly with the concentration of the absorbing species, according to Beer-Lambertâs Law:
A = Δlc
Where:
A is absorbance,
Δ is the molar extinction coefficient,
l is the path length of the sample, and
c is the concentration of the compound.
In a microplate reader, a light source emits a specific wavelength through each well of the microplate. Detectors measure how much light passes through the sample, and the absorbance value is calculated based on the difference between the emitted and detected light intensities.
Components of an Absorbance Microplate Reader Light Source: Commonly used light sources include halogen and xenon lamps, which cover a broad range of wavelengths from UV to visible light.
Optical Filters or Monochromators: These components select the specific wavelength of light to be directed through the sample. Monochromators offer greater flexibility and precision by allowing continuous wavelength selection.
Microplate Stage: Holds and positions the microplate accurately under the light path.
Detector: Typically a photodiode or photomultiplier tube that measures transmitted light intensity.
Software Interface: Controls the instrument and analyzes the data, providing results in real-time and enabling data export and visualization.
Common Applications of Absorbance Microplate Readers Enzyme-Linked Immunosorbent Assays (ELISA): ELISAs are perhaps the most well-known use of absorbance plate readers, enabling quantification of proteins, antibodies, and hormones.
Cell Viability and Proliferation Assays: Assays like MTT, XTT, and WST rely on colorimetric changes to assess cell metabolic activity.
Protein and Nucleic Acid Quantification: Using colorimetric reagents, absorbance can determine concentrations of DNA, RNA, or proteins in samples.
Kinetic Studies: Absorbance readers can monitor reaction progress over time, useful for enzyme kinetics and time-course studies.
Microbial Growth Monitoring: Bacterial cultures in liquid media can be monitored in real-time by measuring optical density at 600 nm (OD600).
Advantages of Using Absorbance-Based Microplate Readers High Throughput: Ability to analyze dozens to thousands of samples simultaneously. Speed and Efficiency: Rapid data acquisition compared to manual techniques. Reproducibility: Automated systems reduce human error. Versatility: Suitable for a wide variety of assays and applications.
Innovations and Trends Modern absorbance microplate readers have evolved with several innovative features microplate readers absorbance Combine absorbance with fluorescence, luminescence, and other detection modes in a single device, expanding functionality. High-Sensitivity Optics: Improved light sources and detectors offer better sensitivity and precision.
0 notes
Text
Innovative Chemistry IA Ideas for IB Students: A Comprehensive Guide
The Internal Assessment (IA) for Chemistry in the International Baccalaureate (IB) is a vital component of the overall grade, contributing significantly to a studentâs final score. As part of the IB Chemistry syllabus, the IA provides students with an opportunity to explore real-world scientific concepts and demonstrate their investigative skills. Selecting an innovative and engaging Chemistry IA ideas is crucial, as it not only makes the research process more interesting but also allows students to produce a high-quality report that can set them apart from their peers. In this article, we will delve into some creative and challenging Chemistry IA ideas that will inspire you to embark on your scientific journey.
The Importance of Choosing the Right Chemistry IA Idea
Your Chemistry IA is an independent investigation that requires you to formulate a research question, design and perform experiments, collect data, and analyze results. It is assessed based on several criteria, including personal engagement, exploration, analysis, evaluation, and communication. Choosing the right topic for your IA is crucial because it should:
Be aligned with the IB Chemistry syllabus.
Allow you to explore a scientific concept in depth.
Be feasible within the available time and resources.
Encourage critical thinking and creativity.
Be manageable in terms of data collection and analysis.
Selecting the right Chemistry IA ideas that strikes the balance between complexity and practicality is key to achieving a high score.
Top Chemistry IA Ideas to Consider
1. Effect of Temperature on the Rate of Reaction
One classic experiment that forms the foundation for many Chemistry IA ideas is investigating the relationship between temperature and reaction rate. Students can explore how the rate of reaction of a specific chemical process, such as the decomposition of hydrogen peroxide or the reaction between hydrochloric acid and sodium thiosulfate, changes with temperature. By varying the temperature and measuring the time it takes for the reaction to complete, students can determine the activation energy and evaluate how temperature affects reaction kinetics. This is a well-established area of study that aligns well with the IB Chemistry syllabus.
2. Investigating the Relationship Between Concentration and Rate of Reaction
Another popular Chemistry IA idea is to examine how changes in concentration affect the rate of a chemical reaction. For example, students can investigate the effect of varying concentrations of reactants like sodium thiosulfate and hydrochloric acid on the rate of reaction. By manipulating the concentration and measuring the time taken for a visible change (such as the formation of a precipitate), students can derive a rate law and explore how concentration influences reaction rate. This experiment provides valuable insights into chemical kinetics and equilibrium, core concepts of the IB Chemistry course.
3. Analyzing the Effect of pH on Enzyme Activity
Enzymes are biological catalysts that speed up chemical reactions, and their activity is influenced by factors such as temperature and pH. A fascinating Chemistry IA idea could involve investigating how varying pH levels impact the activity of enzymes like catalase or amylase. For example, students can measure the rate of oxygen production from the breakdown of hydrogen peroxide by catalase at different pH levels. This experiment explores both chemistry and biology, allowing students to demonstrate their understanding of enzyme kinetics and the pH-dependent nature of enzyme activity.
4. Determining the Peroxide Value in Cooking Oils
Another excellent Chemistry IA idea involves determining the peroxide value in various cooking oils after repeated frying. The peroxide value is a measure of the degree of oxidation in oils and fats, and it is important in food chemistry. Students can conduct titrations to quantify the peroxide value in oils after frying them multiple times. This experiment not only ties into the concepts of oxidation and reduction but also allows students to apply chemical principles to everyday life. It is also a unique topic that demonstrates a practical application of chemistry in the food industry.
5. The Effect of Metal Ions on the Rate of Corrosion
Corrosion, especially the rusting of iron, is a significant topic in both chemistry and materials science. Investigating how different metal ions, such as copper or zinc, affect the rate of iron corrosion could be an engaging Chemistry IA idea. Students can set up controlled experiments to observe the impact of various environmental factors (such as pH, temperature, and concentration of metal ions) on the corrosion rate. This experiment ties into the concepts of redox reactions, electrochemistry, and materials chemistry, making it an excellent choice for students looking to explore these areas in more depth.
6. Investigating the Effect of Light on the Degradation of Vitamin C
Vitamin C is an essential nutrient, and its degradation can be influenced by environmental factors such as light and temperature. A student can design an experiment to investigate how exposure to different light intensities or wavelengths affects the degradation of Vitamin C in fruit juices or tablets. This experiment provides an opportunity to discuss reaction rates, light-sensitive reactions, and chemical degradation. It also aligns well with the IB Chemistry syllabus by integrating concepts of organic chemistry and chemical kinetics.
7. Exploring the Role of Catalysts in Reaction Rates
Catalysts play an essential role in many chemical processes by speeding up reactions without being consumed in the process. A Chemistry IA idea could involve investigating how different catalysts, such as enzymes or transition metal complexes, affect the rate of a specific chemical reaction. For example, students can measure how the presence of different metal catalysts influences the reaction between hydrogen peroxide and potassium permanganate. This experiment is an excellent opportunity to explore the mechanism of catalysis and its practical applications in industry.
8. Comparing the Effectiveness of Different Antacids
The effectiveness of antacids in neutralizing stomach acid is a practical and relatable Chemistry IA idea. Students can design an experiment to compare the neutralizing capacities of different antacid tablets by measuring the volume of acid neutralized over time. This experiment can involve titration methods, allowing students to explore concepts such as acid-base neutralization, stoichiometry, and solution concentrations. It also provides students with an opportunity to connect chemistry concepts with real-life applications in healthcare and digestion.
9. Investigating the Factors Affecting the Solubility of Salts
Solubility is an important concept in chemistry, and understanding how various factors such as temperature and ionic strength affect solubility can lead to an engaging Chemistry IA idea. Students can investigate how temperature influences the solubility of salts like potassium nitrate or sodium chloride by preparing saturated solutions at different temperatures and determining the amount of solute that dissolves. This experiment touches on concepts of solubility equilibrium, colligative properties, and the interactions between solute and solvent.
Conclusion
Choosing the right Chemistry IA ideas is a crucial step in ensuring a successful investigation. Whether youâre interested in reaction kinetics, enzyme activity, corrosion, or practical applications in food and health, there are countless possibilities for crafting an engaging and high-quality Chemistry IA. By selecting a topic that aligns with your interests and the IB Chemistry syllabus, you can demonstrate your scientific inquiry skills and produce a top-notch report. The key is to choose a project that is not only feasible and interesting but also allows you to apply the core concepts of chemistry in an innovative and meaningful way.
Please visit site for further queries:https://www.tychr.com/50-ib-chemistry-ia-ideas-new-ia-ideas-for-ib-chemistry
0 notes
Text
Can Your DNA Tell You the Healthiest Way to Live Your Life?
A double helix begins to swirl on my screen after I upload the raw data from my 23andMe genetic test to a site called DNA Lifestyle Coach. An ethnically ambiguous illustrated girl greets me, gleefully eating a bowl of vegetables while holding her cell phone. Against a salmon-colored backdrop are the words: âMY DIET COACH,â offering a health plan âtailoredâ to my genetics.
Here is what the DNA Lifestyle Coach, run by a company called Titanovo, promises: For between $215 and $320, it will send you a saliva kit and analyze your genes to determine how you should best live your life for optimal mental and physical health, as well as optimal dental and skin care. For another $150 it will measure the length of your telomeres (the protective caps on the ends of our chromosomes, which typically shrink as we get older and are being studied to understand aging), to help you assess your longevity. You can also bypass Titanovoâs DNA test and instead merge data youâve already received from 23andMe (as I did) or another testing company.
DNA Lifestyle Coach is one in a batch of companies that has emerged in recent years, promising to pare down confusing personal DNA data reports, using science, leaving you instead with a simple set of bullet points for how to live healthier, happier, stronger, smarter, longer.
Thereâs DNAFit. And Kinetic Diagnostics. And even a âgenetic superhero testâ by Orig3n, which makes DNA-based predictions about your strength, intelligence, and speed. Most of these are aimed at boosting athletic and physical performance and preventing sports-related injuries. But DNA Lifestyle Coach ventures into cosmetic and stress-reduction advice, seeking to answer questions like: What can our genes tell us about how we can sleep better? What secrets does my DNA hold about preventing aging?
As I begin to read my report, DNA Lifestyle Coach informs me: âYour genetics infer that you will struggle to lose weight more than most, so your caloric cut should be strict.â When dieting, it says, I should aim to take in 600 fewer calories a day.
At first glance, this information does not feel more enlightening than any other diet or fitness plan I have ever tried in my life. Plug my weight, height, BMI numbers and heart rate averages into apps like MyFitnessPal or Fitbit and each one will spit out similar estimates. Tell me something I donât know. Then, it does.
According to my genes, it says up to three cups of coffee per day could be beneficial, but does not give any details as to those benefits. And the psychological effects of caffeine are supposedly less pronounced for me, which means Iâm able to sleep after a couple hours even when having coffee at night. It also predicts that I sober up after alcohol quicker than most. Great! More coffee? Less intoxication? All from my genes?
It gets better. Apparently, I have awesome endurance. Like marathon runner-level endurance (if I wanted to be a professional athlete). And my DNA Lifestyle Coach says I push myself in exercise and competition. That is because I donât have any risk for âover-anxiety,â or other ânegative emotions.â I donât think my husband would agree. But whatever. I am starting to like my genes even more.
Feeling emboldened, I sign up for the companyâs telomere test, which requires sending more of my spit away in the mail. It will take several weeks to get the results back, but I have a feeling the test is going to tell me I have robust telomeres too, and that I am going to live a long, long time. It is all beginning to feel a lot like that time I had my palms read on a street corner in the French Quarter in New Orleans.
But those feel-good endorphins that come along with being told youâre superior can fade fast, and one need only dig down into the data to figure out that such an inflated sense of personal biology may not be much more than an illusion.
âYou have to know, this is like the stuff you see on TV after midnight,â Stuart K. Kim tells me after I share my DNA Lifestyle Coach site password and complete health profile results with him. Heâs a professor emeritus in the developmental biology and genetics program at Stanford University. âWeight loss kind of stuff, anti-aging kind of stuff. Itâs pretty far out there.â
I stay on the phone with Kim as he and I click on the little information bubbles in my report next to suggestions for carbs, fats, fiber, water intake, vitamins, gluten, and lactose. In each category, the report highlights my genes and SNPs in those gene sequences (single-nucleotide polymorphisms, pronounced âsnips,â which are alternative spellings of genes that come down to a one letter difference. That one letter may lead to the gene functioning differently). With each SNP comes a link to an abstract for a published academic paper (most behind a paywall) explaining how it might be associated with health.
Kim goes a step further for me. Using his own academic accounts, he kindly pulls up and reviews the studies. He gives the company credit for posting the links to the papers in the first placeâallowing customers to check out some of the conclusions if they choose. âIt is buyer beware. You canât just take everything at face value.â
Problem is, as Kim begins to interpret the papers on my DNA Lifestyle Coach report in connection to my own SNPs, he canât even make sense of it all. Kim has served as an editor of PLOS Genetics, as well as on the National Science Advisory Council. He even developed his own DNA interpretation site for a Stanford class he taught on genetics, which students (or the public) can use for free.
On the DNA Lifestyle Coach site, my SNPs + the studies = conclusions like: Your eating behavior is 50 percent likely to be hedonic (the kind of eating for pleasure that leads to obesity and is similar to addiction). Then it goes on to recommend the LEARN Diet for my genotype. Yet there is no clear answer on how exactly the company came to that assessment.
At one point, I hear Kim say in frustration, âMaybe they are just assuming nobody is going to actually look at what they are saying? You almost have to be a detective to sit down and figure this stuff out.â
* * *
âWe try to be open and honest about where the science is,â says Corey McCarren, the chief operating officer for Titanovo. The company launched after a successful Kickstarter campaign last year. McCarrenâs specialty is marketing, not genetics, but he notes that his founding partner and CEO, Oleksandr Savsunenko, has a Ph.D. in macromolecular chemistry from Franceâs Toulouse University, and created the companyâs telomere length testing kit.
âThe science is now in a place where there are very strong correlationsâ between particular gene variations and health outcomes, McCarren says. Big dataâthe analysis of large amounts of data to identify patterns and make predictionsâis now being used in a multitude of industries, as McCarren points out. The company believes that big data can also be successfully âapplied to genetics, using probabilistic approaches.â
Studies referenced on DNA Lifestyle Coach have been published in academic journals. But some research is better proven than others, he says, and the company tries to give weight to the stronger studies. The journals vary in distinction, the studies vary in size and scope, and some experiments have been replicated, while othersâlike this one on how cloudy apple juice may be healthier for some genotypesâhave not.
The DNA Lifestyle Coach algorithm ranks studies, giving more weight to those that are more prominent or corroborated. As research results are updated, retracted, or reaffirmed, the algorithm will also revise and update the customerâs report. The company plans to release its mental wellness, dental, and skincare tests in a few months (so far you can just get results for diet fitness and telomeres).
In the future, it plans to incorporate personal data on every individualâs daily health behavior, if users opt in to answer questions about themselves, âmuch like Facebook and Google are taking all the big data from what people are doing online and making assumptions about people,â McCarren says. âThatâs what we want to do. We want to discover those important correlations that will lead to people able to live their best lives.â
âWe donât show all the studiesâ that are referenced and averaged, Savsunenko explains, when I ask about the methodology. âThe number of exact studies that we used and combined in order to generate the result â it is our proprietary thing. Although in reality most of the recommendations are based on the quite simple genetic and mathematical approaches.â
Fair enough. But the equations behind the inferences still feel a bit like voodoo.
Take my alcohol results: I will sober up quickly, and âalcohol consumption will likely lead to hangovers.â This is followed by 10 of my SNPs and links to six scholarly articles covering how genes are related to everything from drinking behavior and intensity, urges to drink, and alcoholism risk.
But DNA Lifestyle Coach fails to mention anything about the ALDH2 gene variant, which I already know I have, thanks to 23andMe. It causes a reaction known as âAsian flush.â My body lacks the enzyme that normally breaks down acetaldehyde, a toxic substance in alcohol. Â It builds up to abnormal levels even after half a glass of wine, causing the blood vessels in my face begin to expand. My skin turns the color of my merlot. My heart races. Within 15 minutes, my face and chest look hot to the touch, as if I accidentally fell asleep on the beach. People with this gene variant also have an increased risk for esophageal cancer.
Kim, who also experiences the same genetic pinkish glow when he drinks alcohol, was surprised my DNA Lifestyle Coach omitted it entirely.
When I ask Savsunenko about it, he replies that most people who have this gene already know they have it. âWe are trying to get into smaller details of things. But, yeah, you are rightâwe should include it maybe.â
No matter what you include or omit, or how you add up and average it, genomic data interpretation is an ethically thorny and legally risky business. I wanted to know, not only if these algorithmic conclusions are safe, but if they are legal.
* * *
In the most romantic of gestures, my husband bought me a 23andMe saliva kit for my birthday in 2015. That was two years after 23andMe received an FDA warning to stop interpreting specific health data from its genetic tests.
Using a medical device like a DNA kit and relying on companiesâ, rather than doctorsâ, interpretations of our unsupervised genetic information from those kits, the FDA said, might lead a patient to undergo unnecessary surgeries to prevent cancer, increase or decrease doses or stop a doctorâs prescriptions and therapy altogether.
By the time I received my 23andMe results, the company had switched to focusing more on ancestry (it told me I am 50 percent East Asian and 50 percent Europeanâno shocker), other traits like eye color (Iâm likely to have dark-colored eyesâalso duh), whether I can detect taste bitter or sweet tastes (it told me I like both), or if Iâm more likely to sneeze in the sun (apparently I am). My report was mildly entertaining for a few hours, but it revealed no real life-altering information. I didnât open it again until last month, when I dumped its contents into DNA Lifestyle Coach.
By then, the FDA had softened its stance on 23andMeâs tests and granted the company approval to tell its customers whether they have an increased risk for 10 specific conditions. These include Parkinsonâs, late onset Alzheimerâs, Celiac disease, and a handful of other disorders that can affect movement, blood clotting, digestion or other health issues. My updated 23andMe report offered the reassuring words âvariant not detectedâ alongside each of the conditions.
But in the years since the legal drama first began to unfold with 23andMe, other sites were ramping up, carefully tiptoeing around the kind of rules that could get them a cease and desist letter from the FDA.
DNA Lifestyle Coach has avoided this controversy, for now, by steering clear of medical discussions, McCarren tells me. When a genetic test company tells a customer: âYou have nine times more likelihood of developing heart diseaseâtake two aspirin a day,â he believes that is when the legal terrain gets murky. DNA Lifestyle Coach âis not a product to help you manage disease,â he says. âThis is a product to help you make better lifestyle decisions.â
Itâs not so different from seeking advice from a personal trainer at your gym, or a diet and fitness book on Amazon, McCarren says. Maybe you will see health improvements, maybe not, but you wonât get a medical diagnosis and you wonât risk doing any real harm. The difference, he adds, is âthat there is strong enough evidence there to give people useful advice, which is better than just throwing a dart at a (diet) board and saying, âIâll go with this one.ââ
Most of these companies rely on similar data sets and âpackage it in different ways to try to make it understandable,â Barry Starr, another geneticist from Stanford University, tells me. âI was trying to think of a result that would make me change my lifestyleâI couldnât think of one.â
There is just still so much geneticists still do not know, Starr says. Just because 23andMe cleared me of variants for 10 conditions does not at all mean I wonât still develop any one of them. One gene sequence is most likely part of an orchestra of a dozen or even a hundred others (many not yet identified)âall interacting to create a particular result. We also have gene sequences that protect usâwhich can counteract the âbadâ SNP affects.
Your environment, the way you were reared and raised, and every choice youâve made about your life until now may have had an impact on whether some of your genes are turned on, or âexpressedâ (as studied in the growing field of epigenetics). And Starr tells me that different DNA sequencing companies test different genes, which could lead to contradictory predictive health outlooks.
*Â *Â *
In the wake of the FDAâs 23andMe ban, Kimâs students became enamored by the debate over how much you have a right to know about your own genes. Some argued âI have a right to know. Itâs my DNA. Iâm allowed to use my brain to look at my own DNA,â Kim tells me. But others asserted that, âinterpretation can go awry. Someone could make a stupid decision and hurt themselves.â
DNA Lifestyle Coach piques my interest enough to seek out more data. For just $5, I also sign up for Promethease, a genomic information clearinghouse. Again, I plug in my 23andMe raw results.
Promethease avoids the FDA regulations imposed upon 23andMe because it does not offer the spit kit. Promethease takes the raw results from 23andMe or Ancestry.com and runs it all against published academic genetic studies in SNPedia (created by the founders of Promethease), which is like a Wikipedia for genomic data, giving you a far more sweeping view of your DNA than either 23andMe or DNA Lifestyle Coach.
When I download my Promethease file, compiled on the screen before me into a mind-numbing document of multi-colored pie graphs, are 20,269 of my SNPs, looking for associations with everything from enhanced hippocampal volume, to better performing muscles, to worse hang overs, lack of empathy, longevity and gout. They are divided by colors: red for âbadâ impact, green for âgood,â and grey for ânot set,â or not enough information to know.
In filtering first for only the âbadâ as any morbidly curious person would (is there a SNP for that?) it seems my DNA is beset by perilous risks: melanoma, ovarian cancer, depression, obesity, schizophrenia, coronary artery disease, breast cancer, lung cancer, colorectal cancer, and of course Alzheimerâs and Parkinsonâs. Depending on how you look at my Promethease report, Iâm also at risk for age-related macular degeneration, or Iâm not. Iâm at risk for developing Crohnâs Disease, or wait, maybe not. Different SNPs contradict each other.
Should I run this by a doctor? I wonder. Or a genetic counselor? What does one do with such a vomit pile of personal data?
It is this very conundrum that could give a company like DNA Lifestyle Coachâas its algorithms get more sophisticatedâan upper hand with the public in the future. âWe are focused on actionable results, McCarren says. âWe assume our customers are not interested in just the genetic reportsâŠwe are not trying to overload you with the information.â
* * *
With my own DNA bible now at my fingertips, I still do not feel any more informed about my own health future than I did before. Despite DNA Lifestyle Coachâs fortune cookie-like predictions, I still embrace our inability to foretell most outcomes. My father has diabetes. My grandfather had heart disease. My grandmother had breast cancer. I always knew I could end up with each of these conditions, or I could dodge them altogether.
As dazzling as it is to see our DNA sequenced for so little cost, it is premature for us to map out life plans exclusively based on our genes. Of course, with science progressing so rapidly, that could change in years to come. My telomere test results, which took about two months to come back, indicate that I just might just live long enough to witness that future.
Longer telomeres have been associated with more resilient cellular health. My telomeres are longer than 59 percent of women of my age, according to the test results, which puts me in the âVery Good Zone.â It did not offer me any suggestions to improve my telomere length, although studies have found that meditation and reduced stress could have an impact. Instead, it gave me a calculation of my biological age (35), which is three years younger than my actual age. At the end of the results page, it also offered this caveat: âKeep in mind the full dynamics of telomere length have yet to be discovered.â
from Health News And Updates https://www.theatlantic.com/health/archive/2017/06/can-your-dna-tell-you-the-healthiest-way-to-live-your-life/531885/?utm_source=feed
0 notes
Text
Can Your DNA Tell You the Healthiest Way to Live Your Life?
A double helix begins to swirl on my screen after I upload the raw data from my 23andMe genetic test to a site called DNA Lifestyle Coach. An ethnically ambiguous illustrated girl greets me, gleefully eating a bowl of vegetables while holding her cell phone. Against a salmon-colored backdrop are the words: âMY DIET COACH,â offering a health plan âtailoredâ to my genetics.
Here is what the DNA Lifestyle Coach, run by a company called Titanovo, promises: For between $215 and $320, it will send you a saliva kit and analyze your genes to determine how you should best live your life for optimal mental and physical health, as well as optimal dental and skin care. For another $150 it will measure the length of your telomeres (the protective caps on the ends of our chromosomes, which typically shrink as we get older and are being studied to understand aging), to help you assess your longevity. You can also bypass Titanovoâs DNA test and instead merge data youâve already received from 23andMe (as I did) or another testing company.
DNA Lifestyle Coach is one in a batch of companies that has emerged in recent years, promising to pare down confusing personal DNA data reports, using science, leaving you instead with a simple set of bullet points for how to live healthier, happier, stronger, smarter, longer.
Thereâs DNAFit. And Kinetic Diagnostics. And even a âgenetic superhero testâ by Orig3n, which makes DNA-based predictions about your strength, intelligence, and speed. Most of these are aimed at boosting athletic and physical performance and preventing sports-related injuries. But DNA Lifestyle Coach ventures into cosmetic and stress-reduction advice, seeking to answer questions like: What can our genes tell us about how we can sleep better? What secrets does my DNA hold about preventing aging?
As I begin to read my report, DNA Lifestyle Coach informs me: âYour genetics infer that you will struggle to lose weight more than most, so your caloric cut should be strict.â When dieting, it says, I should aim to take in 600 fewer calories a day.
At first glance, this information does not feel more enlightening than any other diet or fitness plan I have ever tried in my life. Plug my weight, height, BMI numbers and heart rate averages into apps like MyFitnessPal or Fitbit and each one will spit out similar estimates. Tell me something I donât know. Then, it does.
According to my genes, it says up to three cups of coffee per day could be beneficial, but does not give any details as to those benefits. And the psychological effects of caffeine are supposedly less pronounced for me, which means Iâm able to sleep after a couple hours even when having coffee at night. It also predicts that I sober up after alcohol quicker than most. Great! More coffee? Less intoxication? All from my genes?
It gets better. Apparently, I have awesome endurance. Like marathon runner-level endurance (if I wanted to be a professional athlete). And my DNA Lifestyle Coach says I push myself in exercise and competition. That is because I donât have any risk for âover-anxiety,â or other ânegative emotions.â I donât think my husband would agree. But whatever. I am starting to like my genes even more.
Feeling emboldened, I sign up for the companyâs telomere test, which requires sending more of my spit away in the mail. It will take several weeks to get the results back, but I have a feeling the test is going to tell me I have robust telomeres too, and that I am going to live a long, long time. It is all beginning to feel a lot like that time I had my palms read on a street corner in the French Quarter in New Orleans.
But those feel-good endorphins that come along with being told youâre superior can fade fast, and one need only dig down into the data to figure out that such an inflated sense of personal biology may not be much more than an illusion.
âYou have to know, this is like the stuff you see on TV after midnight,â Stuart K. Kim tells me after I share my DNA Lifestyle Coach site password and complete health profile results with him. Heâs a professor emeritus in the developmental biology and genetics program at Stanford University. âWeight loss kind of stuff, anti-aging kind of stuff. Itâs pretty far out there.â
I stay on the phone with Kim as he and I click on the little information bubbles in my report next to suggestions for carbs, fats, fiber, water intake, vitamins, gluten, and lactose. In each category, the report highlights my genes and SNPs in those gene sequences (single-nucleotide polymorphisms, pronounced âsnips,â which are alternative spellings of genes that come down to a one letter difference. That one letter may lead to the gene functioning differently). With each SNP comes a link to an abstract for a published academic paper (most behind a paywall) explaining how it might be associated with health.
Kim goes a step further for me. Using his own academic accounts, he kindly pulls up and reviews the studies. He gives the company credit for posting the links to the papers in the first placeâallowing customers to check out some of the conclusions if they choose. âIt is buyer beware. You canât just take everything at face value.â
Problem is, as Kim begins to interpret the papers on my DNA Lifestyle Coach report in connection to my own SNPs, he canât even make sense of it all. Kim has served as an editor of PLOS Genetics, as well as on the National Science Advisory Council. He even developed his own DNA interpretation site for a Stanford class he taught on genetics, which students (or the public) can use for free.
On the DNA Lifestyle Coach site, my SNPs + the studies = conclusions like: Your eating behavior is 50 percent likely to be hedonic (the kind of eating for pleasure that leads to obesity and is similar to addiction). Then it goes on to recommend the LEARN Diet for my genotype. Yet there is no clear answer on how exactly the company came to that assessment.
At one point, I hear Kim say in frustration, âMaybe they are just assuming nobody is going to actually look at what they are saying? You almost have to be a detective to sit down and figure this stuff out.â
* * *
âWe try to be open and honest about where the science is,â says Corey McCarren, the chief operating officer for Titanovo. The company launched after a successful Kickstarter campaign last year. McCarrenâs specialty is marketing, not genetics, but he notes that his founding partner and CEO, Oleksandr Savsunenko, has a Ph.D. in macromolecular chemistry from Franceâs Toulouse University, and created the companyâs telomere length testing kit.
âThe science is now in a place where there are very strong correlationsâ between particular gene variations and health outcomes, McCarren says. Big dataâthe analysis of large amounts of data to identify patterns and make predictionsâis now being used in a multitude of industries, as McCarren points out. The company believes that big data can also be successfully âapplied to genetics, using probabilistic approaches.â
Studies referenced on DNA Lifestyle Coach have been published in academic journals. But some research is better proven than others, he says, and the company tries to give weight to the stronger studies. The journals vary in distinction, the studies vary in size and scope, and some experiments have been replicated, while othersâlike this one on how cloudy apple juice may be healthier for some genotypesâhave not.
The DNA Lifestyle Coach algorithm ranks studies, giving more weight to those that are more prominent or corroborated. As research results are updated, retracted, or reaffirmed, the algorithm will also revise and update the customerâs report. The company plans to release its mental wellness, dental, and skincare tests in a few months (so far you can just get results for diet fitness and telomeres).
In the future, it plans to incorporate personal data on every individualâs daily health behavior, if users opt in to answer questions about themselves, âmuch like Facebook and Google are taking all the big data from what people are doing online and making assumptions about people,â McCarren says. âThatâs what we want to do. We want to discover those important correlations that will lead to people able to live their best lives.â
âWe donât show all the studiesâ that are referenced and averaged, Savsunenko explains, when I ask about the methodology. âThe number of exact studies that we used and combined in order to generate the result â it is our proprietary thing. Although in reality most of the recommendations are based on the quite simple genetic and mathematical approaches.â
Fair enough. But the equations behind the inferences still feel a bit like voodoo.
Take my alcohol results: I will sober up quickly, and âalcohol consumption will likely lead to hangovers.â This is followed by 10 of my SNPs and links to six scholarly articles covering how genes are related to everything from drinking behavior and intensity, urges to drink, and alcoholism risk.
But DNA Lifestyle Coach fails to mention anything about the ALDH2 gene variant, which I already know I have, thanks to 23andMe. It causes a reaction known as âAsian flush.â My body lacks the enzyme that normally breaks down acetaldehyde, a toxic substance in alcohol. Â It builds up to abnormal levels even after half a glass of wine, causing the blood vessels in my face begin to expand. My skin turns the color of my merlot. My heart races. Within 15 minutes, my face and chest look hot to the touch, as if I accidentally fell asleep on the beach. People with this gene variant also have an increased risk for esophageal cancer.
Kim, who also experiences the same genetic pinkish glow when he drinks alcohol, was surprised my DNA Lifestyle Coach omitted it entirely.
When I ask Savsunenko about it, he replies that most people who have this gene already know they have it. âWe are trying to get into smaller details of things. But, yeah, you are rightâwe should include it maybe.â
No matter what you include or omit, or how you add up and average it, genomic data interpretation is an ethically thorny and legally risky business. I wanted to know, not only if these algorithmic conclusions are safe, but if they are legal.
* * *
In the most romantic of gestures, my husband bought me a 23andMe saliva kit for my birthday in 2015. That was two years after 23andMe received an FDA warning to stop interpreting specific health data from its genetic tests.
Using a medical device like a DNA kit and relying on companiesâ, rather than doctorsâ, interpretations of our unsupervised genetic information from those kits, the FDA said, might lead a patient to undergo unnecessary surgeries to prevent cancer, increase or decrease doses or stop a doctorâs prescriptions and therapy altogether.
By the time I received my 23andMe results, the company had switched to focusing more on ancestry (it told me I am 50 percent East Asian and 50 percent Europeanâno shocker), other traits like eye color (Iâm likely to have dark-colored eyesâalso duh), whether I can detect taste bitter or sweet tastes (it told me I like both), or if Iâm more likely to sneeze in the sun (apparently I am). My report was mildly entertaining for a few hours, but it revealed no real life-altering information. I didnât open it again until last month, when I dumped its contents into DNA Lifestyle Coach.
By then, the FDA had softened its stance on 23andMeâs tests and granted the company approval to tell its customers whether they have an increased risk for 10 specific conditions. These include Parkinsonâs, late onset Alzheimerâs, Celiac disease, and a handful of other disorders that can affect movement, blood clotting, digestion or other health issues. My updated 23andMe report offered the reassuring words âvariant not detectedâ alongside each of the conditions.
But in the years since the legal drama first began to unfold with 23andMe, other sites were ramping up, carefully tiptoeing around the kind of rules that could get them a cease and desist letter from the FDA.
DNA Lifestyle Coach has avoided this controversy, for now, by steering clear of medical discussions, McCarren tells me. When a genetic test company tells a customer: âYou have nine times more likelihood of developing heart diseaseâtake two aspirin a day,â he believes that is when the legal terrain gets murky. DNA Lifestyle Coach âis not a product to help you manage disease,â he says. âThis is a product to help you make better lifestyle decisions.â
Itâs not so different from seeking advice from a personal trainer at your gym, or a diet and fitness book on Amazon, McCarren says. Maybe you will see health improvements, maybe not, but you wonât get a medical diagnosis and you wonât risk doing any real harm. The difference, he adds, is âthat there is strong enough evidence there to give people useful advice, which is better than just throwing a dart at a (diet) board and saying, âIâll go with this one.ââ
Most of these companies rely on similar data sets and âpackage it in different ways to try to make it understandable,â Barry Starr, another geneticist from Stanford University, tells me. âI was trying to think of a result that would make me change my lifestyleâI couldnât think of one.â
There is just still so much geneticists still do not know, Starr says. Just because 23andMe cleared me of variants for 10 conditions does not at all mean I wonât still develop any one of them. One gene sequence is most likely part of an orchestra of a dozen or even a hundred others (many not yet identified)âall interacting to create a particular result. We also have gene sequences that protect usâwhich can counteract the âbadâ SNP affects.
Your environment, the way you were reared and raised, and every choice youâve made about your life until now may have had an impact on whether some of your genes are turned on, or âexpressedâ (as studied in the growing field of epigenetics). And Starr tells me that different DNA sequencing companies test different genes, which could lead to contradictory predictive health outlooks.
*Â *Â *
In the wake of the FDAâs 23andMe ban, Kimâs students became enamored by the debate over how much you have a right to know about your own genes. Some argued âI have a right to know. Itâs my DNA. Iâm allowed to use my brain to look at my own DNA,â Kim tells me. But others asserted that, âinterpretation can go awry. Someone could make a stupid decision and hurt themselves.â
DNA Lifestyle Coach piques my interest enough to seek out more data. For just $5, I also sign up for Promethease, a genomic information clearinghouse. Again, I plug in my 23andMe raw results.
Promethease avoids the FDA regulations imposed upon 23andMe because it does not offer the spit kit. Promethease takes the raw results from 23andMe or Ancestry.com and runs it all against published academic genetic studies in SNPedia (created by the founders of Promethease), which is like a Wikipedia for genomic data, giving you a far more sweeping view of your DNA than either 23andMe or DNA Lifestyle Coach.
When I download my Promethease file, compiled on the screen before me into a mind-numbing document of multi-colored pie graphs, are 20,269 of my SNPs, looking for associations with everything from enhanced hippocampal volume, to better performing muscles, to worse hang overs, lack of empathy, longevity and gout. They are divided by colors: red for âbadâ impact, green for âgood,â and grey for ânot set,â or not enough information to know.
In filtering first for only the âbadâ as any morbidly curious person would (is there a SNP for that?) it seems my DNA is beset by perilous risks: melanoma, ovarian cancer, depression, obesity, schizophrenia, coronary artery disease, breast cancer, lung cancer, colorectal cancer, and of course Alzheimerâs and Parkinsonâs. Depending on how you look at my Promethease report, Iâm also at risk for age-related macular degeneration, or Iâm not. Iâm at risk for developing Crohnâs Disease, or wait, maybe not. Different SNPs contradict each other.
Should I run this by a doctor? I wonder. Or a genetic counselor? What does one do with such a vomit pile of personal data?
It is this very conundrum that could give a company like DNA Lifestyle Coachâas its algorithms get more sophisticatedâan upper hand with the public in the future. âWe are focused on actionable results, McCarren says. âWe assume our customers are not interested in just the genetic reportsâŠwe are not trying to overload you with the information.â
* * *
With my own DNA bible now at my fingertips, I still do not feel any more informed about my own health future than I did before. Despite DNA Lifestyle Coachâs fortune cookie-like predictions, I still embrace our inability to foretell most outcomes. My father has diabetes. My grandfather had heart disease. My grandmother had breast cancer. I always knew I could end up with each of these conditions, or I could dodge them altogether.
As dazzling as it is to see our DNA sequenced for so little cost, it is premature for us to map out life plans exclusively based on our genes. Of course, with science progressing so rapidly, that could change in years to come. My telomere test results, which took about two months to come back, indicate that I just might just live long enough to witness that future.
Longer telomeres have been associated with more resilient cellular health. My telomeres are longer than 59 percent of women of my age, according to the test results, which puts me in the âVery Good Zone.â It did not offer me any suggestions to improve my telomere length, although studies have found that meditation and reduced stress could have an impact. Instead, it gave me a calculation of my biological age (35), which is three years younger than my actual age. At the end of the results page, it also offered this caveat: âKeep in mind the full dynamics of telomere length have yet to be discovered.â
Article source here:The Atlantic
0 notes
Text
New Post has been published on Biology Dictionary
New Post has been published on https://biologydictionary.net/biochemistry/
Biochemistry
Biochemistry Definition
Biochemistry is the study of the chemical reactions that take place inside organisms. It combines elements from both biology and chemistry. Biochemistry became a separate discipline in the early 20th Century. Biochemists study relatively large molecules like proteins, lipids, and carbohydrates, which are important in metabolism and other cellular activities; they also study molecules like enzymes and DNA.
History of Biochemistry
Biochemistry research has been done for around the past 400 years, although the term biochemistry itself was only coined in 1903 by the German chemist Carl Neuberg. The study of biochemistry essentially began with the invention of the microscope in 1665 by Robert Hooke. He was the first person to observe cells under a microscope, but they were dead cells; later on in 1674, Anton van Leeuwenhoek saw live plant cells under a microscope. Now that scientists had seen cells for the first time, they were eager to study them and discover more about the processes that occurred inside them. In the 18th Century, the French scientist Antoine Lavoisier proposed a reaction mechanism for photosynthesis, which is the process by which plants make their own food out of carbon dioxide, water, and sunlight, releasing oxygen in the process. He also was the first person to investigate the process of cell respiration, the process of making the energy molecule adenosine triphosphate (ATP) in the mitochondria of the cell.
In the 19th Century, a prevailing belief was that protoplasm, the jelly-like inside of the cell, carried out all of the processes involved with breaking down food molecules. It was believed that the chemistry of living organisms was inherently different from that of non-living ones. In 1897, Eduard Buchner performed an experiment that would change this view. He prepared an extract from yeast that he called zymase. Although zymase did not contain any living yeast cells, it could still ferment glucose to produce carbon dioxide and ethanol. Following Buchnerâs convention, enzymes began to be named for the reaction they carried out; for example, DNA polymerase polymerizes DNA. (Zymase was later found to be multiple enzymes.)
In the 20th Century, further advancements were made. Hans Krebs discovered the citric acid cycle (which would also become known as the Krebs cycle), a series of chemical reactions during cellular respiration where glucose and oxygen are converted to ATP, carbon dioxide, and water. Also, DNA became known as the genetic material of the cell and its structure was identified by James Watson and Francis Crick from previous research done by Rosalind Franklin. Presently, newer technology such as recombinant DNA, gene splicing, radioisotopic labelling, and electron microscopy are advancing scientific knowledge further than ever before.
Biochemistry Research
Topics in biochemistry research include enzyme mechanisms and kinetics, the making of proteins from DNA, RNA, and amino acids through the processes of transcription and translation, and the metabolic processes of cells. Biochemistry is closely related to molecular biology, which is the study of biological molecules such as DNA, proteins, and other macromolecules. Molecular biology techniques are often used to study biochemistry, along with techniques from other fields like immunology and physics. Since all life can be broken down into small molecules and chemical reactions, biochemistry is a broad science that is used in studying all types of biology, from botany to molecular genetics to pharmacology. Chemical reactions in cells are emphasized, but specific research topics can vary widely. For example, biochemists may be interested in researching the chemical reactions that occur in the brain (thereby connecting biochemistry with neurochemistry), how cells divide and differentiate, cell communication, the chemical basis of genetic inheritance, or how diseases such as cancer spread.
Biochemistry Careers
This is an image of a biochemist working in a laboratory.
Biochemistry is a laboratory science. To work in the field of biochemistry, an individual must be interested in conducting research, and should obtain at least a bachelorâs degree. Many biochemists teach and are principal investigators of research laboratories at universities; these positions require PhDs. While most biochemists with PhDs conduct research, some are academic lecturers and solely teach at universities. However, these biochemists also had to do research throughout graduate school in order to complete their PhD thesis. Other biochemists are lab managers, which requires a masterâs degree. With a bachelorâs degree, one may become a scientific research technician. The more education an individual has, generally the more independence they will have in a lab. Technicians carry out bench work and help perform experiments that a principal investigator designs. A lab manager has more responsibilities than a technician and may do independent research projects under the guidance of a principal investigator. Aside from academia, biochemists also work in industry positions. They may work in government laboratories or for a variety of companies including agricultural, pharmaceutical, public health, or biotechnology companies. Others provide specific services such as toxicology or forensics.
In order to be a competent biochemist, one must be interested in biology or chemistry research and learn proper laboratory skills and safety procedures. It is also important to have an aptitude for mathematics and statistics, and be able to analyze the data generated from experiments. The ability to think outside the box and brainstorm new ideas is important for designing experiments. Biochemists must also keep up with the scientific literature by reading recent publications in scientific journals and attending conferences. Although it takes a lot of hard work, training, and study, biochemists are able to uncover new information about the chemistry of living things and contribute to advancing scientific knowledge.
Biochemistry Major
Students interested in becoming biochemists need to take many science courses during their time as an undergraduate. General knowledge of both biology and chemistry is essential. Many schools offer biochemistry as a specific major. It is also possible to become a biochemist after obtaining a biology or chemistry bachelorâs degree, but one needs to make sure that they have a good background in the subject they are not majoring in; i.e., an undergraduate majoring in biology needs to take chemistry courses (this is usually a requirement of all undergraduate biology majors), and an undergraduate majoring in chemistry should also take biology courses. Of course, there are also specifically biochemistry courses that students should take. Additionally, it is important to be well versed in mathematics and physics.
As students advance in their undergraduate career, they will take more specific science courses based on their specific interests. For example, they could take classes in botany, molecular biology, biophysics, biomedical sciences, or structural biology (how molecules are organized into cells and tissues), depending on where their research interests lie.
References
n.a. (n.d.) âBiochemistry.â Merriam-Webster. Retrieved 2017-04-25 from https://www.merriam-webster.com/dictionary/biochemistry.
n.a. (n.d.) âBiochemistry Major.â MyMajors. Retrieved 2017-04-27 from https://www.mymajors.com/college-majors/biochemistry/.
n.a. (n.d.) âHistory of Biology: Biochemistry.â BiologyReference.com. Retrieved 2017-04-26 from http://www.biologyreference.com/Gr-Hi/History-of-Biology-Biochemistry.html.
n.a. (n.d.) âMolecular Biology.â The American HeritageÂź New Dictionary of Cultural Literacy, Third Edition. Retrieved 2017-04-26 from http://www.dictionary.com/browse/molecular-biology.
n.a. (n.d.) âWhat is Biochemistry?â McGill University. Retrieved 2017-04-26 from https://www.mcgill.ca/biochemistry/about-us/information/biochemistry.
n.a. (2017-08-04). âHistory of Biochemistry.â Bio Explorer. Retrieved 2017-04-26 from http://www.bioexplorer.net/history_of_biology/biochemistry/.
AGCAS Editors. (2016-08). âBiochemistryâ. Graduate Prospects Ltd. Retrieved 2017-04-27 from https://www.prospects.ac.uk/careers-advice/what-can-i-do-with-my-degree/biochemistry.
Zeigler, Mary (Rev.). (n.d.). âGuide to Biochemistry Careers.â InnerBody.com. Retrieved 2017-04-27 from http://www.innerbody.com/careers-in-health/guide-to-biochemistry-careers.html.
0 notes
Text
Principles for circadian orchestration of metabolic pathways [Applied Mathematics]
Principles for circadian orchestration of metabolic pathways
Kevin Thurleya,b,c,
Christopher Herbstb,1,
Felix Wesenera,1,
Barbara Kollerb,
Thomas Wallachb,
Bert Maierb,
Achim Kramerb, and
PÄl O Westermarka,2,3
aInstitute for Theoretical Biology, CharitĂ©âUniversitĂ€tsmedizin Berlin, 10115 Berlin, Germany;
bLaboratory of Chronobiology, Institute for Medical Immunology, CharitĂ©âUniversitĂ€tsmedizin Berlin, 10117 Berlin, Germany;
cDepartment of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158-2330
Edited by Joseph S. Takahashi, Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, and approved December 23, 2016 (received for review August 10, 2016)
Significance
Circadian (24-h) rhythms influence the behavior and physiology of many organisms. These rhythms are generated at the gene expression level, causing the waxing and waning of protein abundances. Metabolic enzymes are affected, but the principles for the propagation of enzyme rhythmicity to cellular metabolism as quantified by fluxes through metabolic pathways and metabolite concentrations are not understood. We used the mathematics of chemical kinetics to systematically investigate how rhythms in enzyme activity are propagated to pathway fluxes and concentrations. It turned out that rhythms are often optimally propagated when several enzyme activities are rhythmic but with different timing. We performed measurements of circadian enzyme activities in mouse muscle that confirmed such timing differences.
Abstract
Circadian rhythms govern multiple aspects of animal metabolism. Transcriptome-, proteome- and metabolome-wide measurements have revealed widespread circadian rhythms in metabolism governed by a cellular genetic oscillator, the circadian core clock. However, it remains unclear if and under which conditions transcriptional rhythms cause rhythms in particular metabolites and metabolic fluxes. Here, we analyzed the circadian orchestration of metabolic pathways by direct measurement of enzyme activities, analysis of transcriptome data, and developing a theoretical method called circadian response analysis. Contrary to a common assumption, we found that pronounced rhythms in metabolic pathways are often favored by separation rather than alignment in the times of peak activity of key enzymes. This property holds true for a set of metabolic pathway motifs (e.g., linear chains and branching points) and also under the conditions of fast kinetics typical for metabolic reactions. By circadian response analysis of pathway motifs, we determined exact timing separation constraints on rhythmic enzyme activities that allow for substantial rhythms in pathway flux and metabolite concentrations. Direct measurements of circadian enzyme activities in mouse skeletal muscle confirmed that such timing separation occurs in vivo.
Footnotes
Author contributions: K.T., A.K., and P.O.W. designed research; K.T., C.H., F.W., B.K., and P.O.W. performed research; K.T., T.W., B.M., A.K., and P.O.W. contributed new reagents/analytic tools; K.T. and P.O.W. analyzed data; and K.T. and P.O.W. wrote the paper.
The authors declare no conflict of interest.
This article is a PNAS Direct Submission.
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1613103114/-/DCSupplemental.
â PNAS AOP
0 notes