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Visualizing Meals Protein Constructions in Wolfram Language—Wolfram Weblog

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Visualizing Meals Protein Constructions in Wolfram Language—Wolfram Weblog

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Creamy or Crunchy: Visualizing Food Protein Structures in Wolfram Language

How vital is the connection between protein construction and the meals we eat?

  • Protein construction influences meals texture. It may well make a meals easy and creamy or crisp and crunchy.
  • Protein construction helps decide digestibility. Proteins with looser constructions are extra readily hydrolyzed into amino acids for simpler digestion.
  • Protein construction is a consider whether or not meals equivalent to peanuts and shellfish trigger an allergic response.
  • Protein construction could make our meals elegant and appetizing.

Discover protein constructions with the brand new Wolfram ProteinVisualization paclet and the BioMoleculePlot3D useful resource operate. Designed for researchers, educators and all structural biology fans, the paclet provides an immersive expertise for viewing the intricate constructions of biomolecules, together with proteins, nucleic acids and their complexes.

Set up and Load the ProteinVisualization Paclet

To obtain this paclet in your Wolfram Language setting, consider the next code:

PacletInstall

To load the code after set up, consider this code:

Needs

Myoglobin: The First Protein Construction

The science of protein construction started with myoglobin (1MBN). In 1958, John Kendrew and his coworkers reported the primary x-ray construction of a protein, that of sperm whale myoglobin. Sixty-five years later, the Protein Knowledge Financial institution (PDB) now contains greater than 200 thousand constructions.

Myoglobin is an instance of an oxygen transport protein that accommodates heme B. Use BioMoleculePlot3D to visualise the 3D ribbon diagram of myoglobin complexed with heme B containing an iron (Fe) atom (in orange) on the middle. A ribbon diagram, also called a Richardson diagram, is likely one of the commonest methods to visualise the 3D constructions of proteins. On this illustration, the final group of the proteins is highlighted with out the atomic particulars of the molecule, the place secondary constructions like α helices or β sheets are proven as coiled ribbons or strong arrows, respectively, and different elements of the spine are represented as skinny tubes. The construction of myoglobin accommodates solely α helices as secondary constructions and no β sheets:

BioMoleculePlot3D

The extra myoglobin current in a meat, the redder or darker it’s. Myoglobin is highest in muscle tissue which are actively used and expend extra oxygen. That explains the distinction between white and darkish meat in poultry. A hen’s breast muscle is required just for quick bursts of flight and makes use of much less oxygen than the leg muscle, used for every day strolling. Throughout cooking, warmth denatures the myoglobin protein, altering the colour of the meat from red-purple to gray-brown.

Use Wolfram Language to make further nutrient comparisons between hen chicken and darkish meat, together with fats composition:

chickenParts
relativeFatContent

Milk and Eggs

Alpha-lactalbumin (1F6S)

Alpha-lactalbumin (1F6S) is a significant whey protein present in meals comprised of animal milk, together with cheese, yogurt, ice cream and bitter cream. Plant-based milks, equivalent to oat milk and almond milk, don’t comprise whey protein except it has been added by the producer:

BioMoleculePlot3D

Alpha-lactalbumin’s residue-residue distances are visualized utilizing the ProteinContactMap operate of the Wolfram ProteinVisualization paclet. The operate creates a customizable contact map for a protein, nucleic acid or protein-nucleic acid advanced, displaying residue-residue distances, with choices to set the cutoff distance of interactions, show sequence info, outline colour schemes and extra.

Use ProteinContactMap to know the geometric signatures of various protein construction lessons like beta barrel and coiled coil. In its fundamental utilization, the plot is a geometrical signature of the form of the spine, however you may create a novel fingerprint of a protein by displaying the sequence info together with the contact map, as performed right here. The protein contact map for alpha-lactalbumin illustrates its sixfold symmetry, proven by the diagonal components of the contact map:

ProteinContactMap

A nutrient comparability in Wolfram Language illustrates the upper proportion of protein relative to energy in Greek yogurt and ricotta cheese. Ice cream has the bottom protein relative to energy, however is definitely worth the deal with!

wheyProteinStrings

Ovalbumin (1OVA)

Probably the most ample protein in egg whites, ovalbumin (1OVA) helps kind and stabilize foams for whipped cream, meringues and mousses. Among the ovalbumin unfolds, or denatures, once you whisk egg whites. On the identical time, the whisking motion provides air and creates bubbles.

Use "RecipeSuggest" from the Wolfram Immediate Repository to create a recipe that includes a foamy meringue:

LLMResourceFunction

Plant Proteins

Quinoa (5ZV6)

Quinoa (5ZV6) is taken into account a whole protein as a result of it accommodates all 9 important amino acids important for a nutritious diet. Quinoa is a crucial and traditionally important supply of protein in lots of international locations. The United Nations declared 2013 because the Worldwide Yr of Quinoa as a result of South America’s Andean folks have maintained their ancestral apply of rising quinoa for current and future generations.

Visualize the ribbon diagram for peptide cQ2 from Chenopodium quinoa, which is a quite simple construction containing two antiparallel β sheets:

BioMoleculePlot3D

Dihedral angles are angles between two planes and are an integral a part of protein constructions, which will be seen right here for peptide cQ2 from Chenopodium quinoa utilizing the DihedralAnglePlot operate of the Wolfram ProteinVisualization paclet. This operate exhibits the planes concerned within the formation of dihedral angles in proteins. DihedralAnglePlot is an interactive solution to perceive the origin of dihedral angles and the constraints on account of steric interactions between facet chains of amino acids, as seen right here:

DihedralAnglePlot

After plotting the protein construction, FoodCompassPlot is a fast and straightforward solution to visualize the main nutrient composition of quinoa:

FoodCompassPlot

Leghemoglobin A (1BIN)

Discovered within the roots of soybeans, leghemoglobin A (1BIN) is just like the myoglobin in meat, which supplies meat its taste and aroma when cooked. Scientists at Unattainable Meals have created a sort of yeast to make soybean leghemoglobin and provides their Unattainable™ Burger a meat-like taste.

Just like myoglobin, leghemoglobin A is an oxygen transport protein that accommodates heme B. We will visualize the protein-ligand advanced, the place the ligand is heme B with an iron atom on the middle in orange, utilizing a specified "LigandStyle". Research of protein-ligand interactions are helpful for understanding the mechanisms of organic regulation and may assist within the design of recent medicine:

BioMoleculePlot3D

We will additionally visualize the α-carbon hint of leghemoglobin with color-coded amino acid places:

BioMoleculePlot3D

Uncover the macronutrient composition of extra plant-based meals, equivalent to tofu, with NutritionReport:

NutritionReport

Meals Allergens

Ara h 2 (3OB4)

Ara h 2 (3OB4) is essentially the most potent of the peanut allergens. Peanut allergy symptoms have an effect on about 1% of the inhabitants and trigger essentially the most extreme food-related allergic reactions.

Visualize the 3D construction of the protein-ligand advanced and the amide planes (highlighting the planar nature of peptide bonds) for the peanut allergen Ara h 2 utilizing BioMoleculePlot3D and AmidePlanePlot, respectively:

BioMoleculePlot3D
AmidePlanePlot

Many individuals, particularly adults, are allergic to shellfish. Tropomyosin is the main allergenic protein throughout all edible crustacean and mollusk species. Arginine kinases (5ZHQ) can be a significant explanation for shellfish allergy symptoms. Visualize the ribbon diagram of Scylla paramamosain arginine kinase with particular chain colours utilizing BioMoleculePlot3D, then analyze the inter-residue interactions utilizing the ProteinContactGraphPlot operate.

In a contact graph plot, the nodes (residues of the biomolecule) are ordered in a round form in a clockwise path. Tooltips present details about every residue, together with chain identify, amino or nucleic acid identify, and residue quantity. Details about chains is supplied with distinctly coloured arrows, the place the size of the chain is proportional to the size of the arrow. The directionality of the arrow follows the everyday directionality in molecular biology. ProteinContactGraphPlot is an effective way to spotlight vital residues within the protein which are in shut proximity to different residues and in addition visualize which residues are concerned in inter-chain interactions:

BioMoleculePlot3D
ProteinContactGraphPlot

Enterotoxins

Bacillus cereus (7NMQ)

Bacillus cereus (7NMQ) meals poisoning can happen from meals which were neglected at room temperature for prolonged intervals, even for those who reheat the meals earlier than consuming it. The meals most regularly concerned are cooked meats and greens, boiled or fried rice, custards, soups and uncooked vegetable sprouts.

Visualize the protein construction and Ramachandran plot for Bacillus cereus HblL1 toxin.This plot exhibits the distribution of dihedral angles within the protein. Though theoretically the dihedral angle pairs (ϕ, ψ) can take any worth from –π to π, the allowed values of dihedral angles in proteins are extremely constrained on account of steric interactions between amino acid facet chains and in addition inter-residue hydrogen bonding. This may be seen for a given protein utilizing the RamachandranPlot operate:

BioMoleculePlot3D
RamachandranPlot

Wolfram Language has two properties that may show you how to make good selections about secure meals storage:

Select
foods

Clostridium botulinum (3BTA)

Clostridium botulinum (3BTA) has a number of roles. It’s used beneficially as a therapy for involuntary muscle issues and to quickly easy facial wrinkles. However it will probably additionally produce a harmful neurotoxin that causes the intense, probably deadly illness of botulism.

Visualize the ribbon diagram and simply the amide planes for the crystal construction of botulinum neurotoxin sort A. Visualizing solely the amide planes can convey the qualitative group of the spine with out the main points of particular person atoms:

BioMoleculePlot3D
AmidePlanePlot

Improperly home-canned, preserved and fermented meals are the most typical sources of the botulinum toxin. Excessive-risk meals embrace unrefrigerated do-it-yourself salsa, baked potatoes sealed in aluminum foil, chopped garlic in oil and historically ready salted or fermented fish. To cut back the chance of botulism:

  • Refrigerate do-it-yourself oils which are infused with garlic or herbs, and discard any unused oils after 4 days.
  • Maintain sizzling (above 140° F) any potatoes which were baked whereas wrapped in aluminum foil, or refrigerate them with the foil loosened.
  • Refrigerate any canned or pickled meals after you open them.
  • Don’t feed honey to kids youthful than 12 months. Honey is a major explanation for botulism in infants.
  • Comply with secure home-canning directions really useful within the USDA Full Information to Dwelling Canning.

Bonus Visualization: Facial Muscular tissues and Botulinum Injections

Need to view the facial muscle tissue most regularly focused with botulinum injections? In line with “Botulinum Toxin Therapy of the Higher Face,” these embrace the “orbicularis oculi, procerus, corrugator supercilii and frontalis muscle tissue.” Use Interpreter to characterize these in Wolfram Language:

Interpreter

Use the AnatomyPlot3D operate to view them:

AnatomyPlot3D

From Meals Engineers to Cooks to Dwelling Cooks

Meals engineers and scientists should perceive the habits of protein constructions to be able to develop nutritious and sustainable sources of meals proteins. For cooks and residential cooks, protein construction impacts the gels, emulsifiers and foams they create to raise their dishes. For all of us, protein construction contributes to the feel, taste and look of the meals we crave most.

Start your individual culinary adventures with full entry to the most recent Wolfram Language performance with a Mathematica or Wolfram|One trial.

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