25 June 2014

Follow the white rabbit!






Tired of checking for new posts?






Annoyed that I can't seem 
to post regularly?








Angry at these obnoxiously contrasting and bold colors?            













See that thing in the top right that says: Follow @Bob_1and_only?



Did you just see the link again?!






Click the Link!

Glycolysis for Zymurgists

These articles are designed to give a basic "inside" view of what is going on in the yeast cell during fermentation, specifically, the metabolic pathways associated with the use of sugars. It may get a little dry, and may require several passes, but I urge you to read through as many times as needed in order to understand these concepts. While it is not necessary to know this information to make a great product, it will help in understanding what is truly going on with the yeast (and other orangisms), and will serve to elucidate certain biochemical processes that are commonly referenced in zymological texts (journals, articles, even internet ramblings). 

The end goal: understanding exactly what happens to sugars that are transported into the cell, and what byproducts result from these metabolic pathways, and their significance to the final product whether it be wine, mead or beer. You should be able to understand, and navigate this superpathway map by the end of these: 


For this discussion we will focus on just Saccharomyces Cerevisiae, the main microbe used for alcoholic fermentations. Note that many other microbes will use similar processes, either with different end products, or different intermediates, depending on the species and the environment. For example, lactobacillus species will favor the metabolism pyruvate into lactic acid as opposed to ethanol, and brettanomyces species will produce far more acetate (via the PDH bypass route) in the presence of oxygen than saccharomyces species.


Preliminaries
In order to make this discussion beneficial, it is essential to have some basic understanding of chemistry and it's terminology. If you already have an understanding of basic organic chemistry and biology, feel free to skip to the next section.

Organic - does not mean no chemicals! The names of many compounds makes them seem vary dangerous, but be aware that all the compounds we will discuss occur naturally (either synthesized by other organisms, or alone in nature). In chemistry, organic just means that the compounds contains carbon, and inorganic means no carbon. This means that water is inorganic from a chemical standpoint.

Sugars - end in -ose. They can be classified very broadly by the number of carbon atoms in the molecule, typically using greek as the base. So a six carbon sugar would be a hex-ose; five, a pent-ose; three, a tri-ose.

Ions and salts - a salt (in chemical terms) is a compound formed by an ionic bond. The first (the cation) has a positive charge because it has lost at least one (possibly more) electrons from one of its atoms (or several atoms); the second (the anion) has a negative charge due to a gain of an electron(s). This process results in charged molecules that bind together (via the same process as magnets) very strongly. Salts tend to separate in solution to form free ions that can react with other ions. Negatively charged ions (anions) tend to have the suffix -ate (they can also have the suffix -ite, or prefix hypo- or hyper-, depending on the specific ions charge compared to its normal state).

Acids - the definition we are concerned about is that acids donate protons (H+ ions). Many acids are in fact ionic salts who's cation is H+, but there are many organic compounds that do not form ionic bonds with hydrogen ions, but still donate protons when in solution making them acids. The left over anion tends to end in -ate (ie. acetic acid → H+ + acetate).

Enzymes - end in ase. They are complex proteins that catalyze reactions, making them fast enough to allow the vital functions of life; with out them, these reactions would take too long to form the complex metabolic functions required for most life. The input (or initial compound) is called the substrate, and the end result (compound after transformation) is called the product. Many enzymes exist in very large complexes made of several variants of a single enzyme, or related enzymes in the same "family".

Cofactors - most enzymes require other compounds to help with their functions called cofactors. These can be ions, or complex organic compounds, many of which are vitamins. Enzyme complexes utilize coenzymes, to help with multi step reactions, which can be considered cofactors.

Numbers - can mean a few different things in chemistry. A superscript number (accompanied by a +/- sign) tells the charge of an ion/molecule compared to 0. A subscript represents how many of that specific atom there are (CO2 has 2 oxygen atoms). A number in the name of a compound (separated by hyphens) represents a specific atom within the compound that the following ion/compound is attached to (glucose-6-phosphate has a phosphate group on the 6th carbon atom in a glucose molecule; fructose-1,6-biphosphate has a phosphate group on the 1st and 6th carbon atoms of a fructose molecule).

Oxidation/Reduction (redox) - in a strictly chemical sense, oxidation means that a compound/atom lost an electron. The opposite reaction, a compound/atom gaining an electron, is called reduction. These reactions are incredibly important as the ratio of oxidized vs reduced compounds drives what reactions take place in a cell. The cell diverts metabolic intermediates to different metabolic pathways to create imbalances in the redox state, forcing the cell to use certain other pathways to rebalance the redox state within the cell.

The yeast cell itself has many different component parts, but we are only concerned with a few for this discussion. The cell wall, which allows transport of molecules into and out of the cell, is composed of mostly β-1,3-glucan and mannoproteins (about 50% and 40% respectively, the rest being about 10% β-1,6-glucan and small amounts of chitin). The inside of the cell is full of a liquid called cytosol, which is comprised of about 70% water, the rest being comprised of many ions, proteins and enzymes. The cytosol is where the vast majority of the metabolic pathways about to be discussed occur. The other cellular component we are interested in is the mitochondria, which serves as the "power plant" of the cell of most organisms. While it's role is critical for yeast, because yeast do not regularly use aerobic respiration, this "power house" aspect of the mitochondria is not wholly relevant. What is relevant is the yeasts' use of the TCA cycle enzymes (also called the citric acid or Krebb's cycle), though in a diminished capacity compared to other organisms.

The form of energy used, and released from metabolic functions is typically stored in two families of compounds: adenosine mono/di/tri-phosphates (AMP, ADP, and ATP) which transport energy in the form of phosphate (PO4-) groups (and their bonds), and Nicotinamide adenine dinucleotide and it's reduced partner (NAD+ and NADH respectively) which allows transport of reductive/oxidative energy (electrons). Nicotinamide adenine dinucleotide phosphate, and the reduced form (NADP+ and NADPH), also serves the same purpose in certain metabolic pathways. Each step has a very specific group of enzymes that catalyze the reaction, and certain steps also require other ions or molecules (cofactors) that are bound to enzymes or energy molecules (ie. ADPMg-, or ATPMg2-)


Glycolysis

Almost all organisms have evolved to use glycolysis as a means of energy generation, and it is crucial to understand this process if you want to know what is happening in a fermenting must/wort. In it's simplest terms, glycolysis is the transformation of glucose* to pyruvate**, which in turn can be transformed into ethanol, acetyl-CoA, or other compounds depending on the cells needs, and the organism's preferred processes.

Glycolysis is normally broken up into two phases: investment (or preparatory) and reward (or pay-off). In the investment phase, two phosphate groups are taken from two ATP molecules creating two ADP molecules (which contain less energy), and glucose is split into two D-glyceraldehyde 3-phosphate (triose sugars that will be turned into pyruvate in the second phase of glycolysis). The equation for the first part of glycolysis is:


 C6H12O6 + 2ATP  2C3H7O6P + 2ADP + 2H+

(the hydrogen and oxygen atoms are conserved via the nature of the phosphate groups in ATP vs ADP).

The first step in the preparatory/investment phase is the phosphorylation of D-glucose by a family of enzymes called hexokinases. This step breaks one phosphate group (Pi) off of ATP (necessarily bound to a magnesium ion) and adds it to the sixth carbon in glucose molecules, creating α-D-glucose-6-phosphate (G6P), ADP and a free hydrogen ion. This step is crucial for maintaining the cells preferred osmotic pressure by lowering the external glucose concentration; furthermore, G6P cannot be transported through the cell wall so it must continue on the process once started.






The second step is the isomerization (rearrangement) of α-D-glucose-6-phosphate into β-D-fructose-6-phosphate (F6P) using the enzyme phosphoglucose isomerase. This process is freely reversible; momentum is kept moving forward due to the normally low concentration of F6P, but in high fructose environments, it can run in reverse. At this point there are two ways in which yeast can get F6P: either by isomerization of glucose-6-phosphate, or from fructose that has been phosphorylated via the enzyme fructokinase (a hexokinase). Some yeast will readily use fructose (those deemed "fructophile" - liking fructose), whereas many will prefer to work with glucose (called "glucophilic" yeasts), only to later use the fructose, which often results in residual fructose (this is often considered a fault in wine as fructose is perceived to be much sweeter than glucose, leaving a wine "too sweet"). 


The third step of glycolysis is the phosphorylation of β-D-fructose-6-phosphate to β-D-fructose-1,6-biphosphate (F1,6BP) via the enzyme 6-phosphofructokinase. This process cleaves a phosphate group off of ATP (bound to a magnesium ion) and results in ADP and a free H+ ion, and represents the last expenditure of ATP in the process. This is also the point of no return for the process so far, F1,6BP has to continue through the process in order to be beneficial to the yeast. 
The extra phosphate group results in the destabilization of the molecule which allows the creation of two charged molecules in the steps that follow, not allowing the compounds to leave the cell. This is also one of the steps where the cell can limit the rate of glycolysis (the other two are step one and ten) by limiting the concentration of the phosphofructokinase enzyme.  

The fourth step is the splitting of β-D-fructose-1,6-biphosphate by the enzyme fructose-biphosphate aldolase resulting in two different molecules: D-glyceraldehyde-3-phosphate (GADP) and dihydroxyacetone phosphate (DHAP). It is important to note that yeast use a class II aldolase which typically uses a transition metal ion (normally zinc) as a cofactor, whereas animals and plants use a class I aldolase. 


The next step is almost instantaneous. An enzyme called triosephosphate isomerase rapidly converts DHAP to GADP and vice versa. As GADP is the molecule that continues with the process of glycolysis, this enzyme allows the same process to be used on both molecules from the previous step. 


This ends the investment/preparatory phase in which a single molecule of glucose (or fructose) has been split into two triose molecules. The following reactions all take place in duplicate for a total formula of:


 2C3H7O6P + 2NAD+ + 2Pi + 4ADP  2C3H3O3 + 2NADH + 4ATP + 2H2O + 4H+

The sixth step of glycolysis takes the D-glyceraldehyde 3-phosphate produced in the last step and makes D-1,3-biphosphoglycerate using a phosphate group (usually HPO4), NAD and an H+ ion. 


The seventh step results in the first generation of ATP by cleaving a phosphate group off of D-1,3-biphosphoglycerate, via the enzyme phosphoglycerate kinase, and adding it to a ADP molecule, leaving 3-phosphoglycerate. As this reaction happens two times for each molecule of glucose consumed, this step creates 2 ATP molecules, repaying the two used in the investment phase (net gain = 0). As this step utilizes ATP/ADP, magnesium is a cofactor. 


Step eight is a simple isomerization of 3-phosphoglycerate to 2-phosphoglycerate, using phosphoglycerate mutase. 


Step nine transforms 2-phosphoglycerate into phosphoenolpyruvate using the enzyme enolase. This reaction requires 2 magnesium ions (one associated with the carboxylate group of the substrate, the other as a catalyst for dehydration). 

The final step in glycolysis is the cleaving of the phosphate group off of phosphoenolpyruvate to generate ATP (2 per each molecule of glucose that enters glycolysis; net gain = 2), and pyruvate by the enzyme pyruvate kinase. This step requires a magnesium ion (bound to ADP) and a hydrogen ion. 


Once pyruvate is created, the cell will shunt it through different metabolic pathways to meat the cells needs given it's present state. This entire process, glycolysis, has several branch points where certain intermediates can follow other metabolic pathways, creating many more compounds than just ethanol. These branch points will be discussed in following articles.


Takeaways
  • Yeast can use glucose or fructose as an energy source by converting it to different compounds and "capturing" the released energy for other uses
  • These processes all require enzymes, which are made out of amino acids, showing how important amino acids truly are
  • Lots of phosphate groups are used throughout this and other biochemical processes, showing that yeast need some form of PO4- for healthy metabolism, whether it's from DAP or organic sources
  • Magnesium is also important for yeast (and other organisms') metabolism due to it's use throughout the process
  • Zinc is needed at a very critical point in glycolysis, and we will see its pivotal role in ethanol fermentation as well, making proper levels very important for yeast health
  • From a single hexose, two pyruvate molecules, and a net gain of two ATP molecules, can be produced, making this process very energy efficient
  • Most importantly, glycolysis is only a single pathway that molecules can follow that branches out into many other pathways and fuels almost every action the cell can make; while its individual importance can not be underestimated, it is the holistic understanding of all the branches, and where they lead, that truly matters.

To clarify that last point, don't worry about remembering that 6-phosphofructokinase catalyzes the reaction of F6P to F1,6BP, instead, just try to grasp the "shape" of the process, where it leads, and where the branches that you'll learn about are.




* greek γλεύκος - must, sweet wine; related greek γλυκύς- sweet; the upsilon is written υ/Υ which explains the older term glycose for glucose

** greek πύρ - fire and latin uva - grape; named because it was discovered by the dry distillation of racemic acid (derived from grapes); again note the υ/Υ switch yielding pyruvate.



09 June 2014

The trick to perfect mead?

Alright, this is not the high quality, well researched post I promised, that's coming. Right now, I think one of those "brilliant" hollywood minds has given us the trick for perfect mead: project positive energy towards it, just like water.
http://m.huffpost.com/ca/entry/5459634
WOW! And I don't mean the computer game. For what it's worth, my meads age in my bedroom near my bed, so they get all kinds of energy. Is it good or bad? I don't know, but I know enough science to know that it doesn't matter!


(Little electrons carrying this signal, please do not feel upset, or do your job worse. I am sorry if I offended you)

05 June 2014

Ramblings

Sorry, to the handful of you that read this, that I haven't posted much recently; it turns out that for all my lazziness I'm very busy. What little free time I've had lately has been devoted to research for some upcoming posts that, I assure you, are well worth the wait.

For now, just a quick observation and a question. I've noticed that batches of mead where the equipment was sanitized with star-San produce more H2S (rotten egg smell) than batches where the equipment was sanitized with iodine. Now, star-San is a sulfur based santizer, but the specific form of sulfur is supposedly not able to be metabolized by yeast. Has anyone else noticed this? I've had it with identicle recipes (even using the same exact batch of ingredients), where the only difference is the star-San vs iodophor.

P.S. Yes there is always a tiny bit of H2S I can detect (I think I'm more sensitive to it than others, though not with other sulfur compounds) in batches of mead or even beer. Nothing that stirring and splash racking can't fix (in the case of mead, with beer it goes away during the diacetyl rest); I've yet to have it in a final product (of mine).

20 May 2014

Almost Political

I see that I have some viewers from the Ukraine. What ever side of the "issues" you are on, I am sorry you guys have to go through this. I'm not going to condem or condone any of the issues, nor the foreign involvement (on both sides), but I will say that it is sad that a people have to go through such difficult problems in "modern" times. So, whatever side your on, know that people will always try to do what they feel is right, and they should not be blamed for this, but communication is not something to be taken lightly, and it can solve a lot of problems sometimes.

Feel free to yell at me and say what you want, but I just wanted to say that it sucks, that's all.

08 May 2014

Sourcing honey

Honey is the most important ingredient in mead (duh!), and using quality honey is the first step to making quality mead. But how do we get it? Where can I find it? And what is it?

Let's start with what quality honey is. I'm going to say that unheated, minimally filtered, fresh honey is the best; we'll call this "raw" honey. Having said that, not all "raw" honey sold meets this definition: many products labelled as such have been heated and filtered beyond what I would prefer. It is very important to get to know your beekeepers for this reason, but I'll get to that in a bit. You should also be aware that not all honey that matches my definition tastes good, some types of honey, from certain vintages or floral sources, just tastes downright bad. Some honeys taste great, but make bad mead. And some honeys taste terrible and make great mead. Some need to be blended with other types and end up being very interesting, or they can ruin a batch. This is all part of the risk in using exotic honeys, or trying new honeys that you haven't had before; and there is very little advice anyone can give for many of these as they may work great sometimes and turn out bad other times, it's a matter of personal taste.


Where to find honey
 Start local; it will be fresh and you may know exactly where it came from. It also give you a sense of "terrior" in your mead making (sorry to use the controversial wine term, but it's the best way to get the idea across). I will also say that small does not always mean better; a large honey producer who cares about his product is better than the small "honey guy" who has no concept of quality.

Your first stop should be any of the several homebrew/meadmaking/winemaking forums. Post something saying where you are and try finding mead makers in your area. You can also try your local homebrew shop; ask if anyone makes mead in the area, they might also have local honey and a quick conversation with the owner may get you somewhere.
Next stop is the USDA honey board locator. While it will not list all the producers in your area, you are bound to find some. They usually list some form of contact information (website, email, phone, etc.) that you can use to contact the producer. The site also lets you see what the common honeys produced in your state are.


Local farmers market are your friends when it comes to finding local producers. Any good farmers market should have a honey booth (or several), and if it doesn't try another one. Try as many as you can drive to, and try them several times a year as some honey producers don't show up year round. When you do find a honey booth, try every sample they'll let you have, if you have to give the guy 5 bucks/quid/euro/whatever do it.


The next thing to try is a local Whole Foods, health food store, or other hippie store (no offense, again best word for the job). Go to their honey section (usually near maple syrup) and look for any products labelled as local, or start looking at the containers to find the producers address and try to find one that's near your area. Buy some honey from the producers you find and start tasting it; if it's good, try to contact the producer. If you don't have a hippie store in your area, move (seriously, it's probably a bad indication no matter what you views are). Local supermarkets (the publix/target type, not Walmart) sometimes carry local honey as well, try to find some and contact the producers.


After this, if you can't find anything local your in a tough spot. You can try contacting your local university extension office and see if they have any registry of apiarists, or a local club. Even a hobby beekeeper can produce a decent surplus that you can buy or trade some mead for. Don't be afraid to stop at roadside honey venders either, they usually have their own hives or buy from someone local.


Honestly, if you can't find a local beekeeper your either not looking hard enough, or your in a place that humans should not live. However, there are a number of alternatives.


Many large scale apiarists have websites and commonly ship honey cross-county. Beefolks has high quality honey at a good price and can ship you many different varieties. Dutch gold, while limited in offerings and processing their honey a little too much for my preference, is another such company.

The last resort should be generic store honey. Costco's, BJ's and Sams club all have large containers of honey. I find Costco's to be the best of the three, but all are cheaper than regular supermarket honey.


Befriend your beekeeper(s)
 While not necessary, it is a very good idea to get to know your beekeeper. He'll let you know what crops aren't good in a certain year, and can point you toward some interesting rare honeys he might get. After you've tasted his honey selection and deemed it worthy, bring a bottle of mead and offer it to him, if he refuses for reasons other than religious or philosophical, check to make sure he's not a Dalek, cyberman, or other "bad guy". Often times a reduction in price can come with buying a certain volume or bartering with mead, and a good level of trust in the person supplying your most precious ingredients is not something to shy away from.



Diversify
 The best strategy for any investment portfolio, and trust me, mead making is an investment, is to diversify your sources. I get most of my honey from two local sources, one in central Florida (Webbs honey) and one in south Florida (Smak attack, or something like that) by me. The first is a larger producer who can sell by the barrel, and I get great consistency from him. The latter is very small and gets certain rare honeys that are hard to come by. There is a price difference, but there's also a difference in hive locations which allows for more complex meads via blending (either within varietal boundaries or not). I have also bought from larger online producers, and roadside vendors, and even used generic bulk honey for some melomels (though I tend not to anymore). The more options you have, the more creative you can be, and the better bargain you can get. I think the strategy of "infinite diversity, in infinite combinations" is a very good one to adopt when it comes to honey varieties and mead making (is my geek showing?).

01 May 2014

Sugar breaks and SNA timing

This is mainly about calculating when to add nutrients during SNA (Staggered Nutrient Additions), not the benefits of specific dosages, or dosage regimes; that's for another post.

So what the hell is a sugar break? Think of it as a mile marker, that's all it really is, there's no physiochemical change in yeast performance (there are changes, but that just clouds the water of our clear atoll here), or important kinetic changes inherent at these events (though some appear as a byproduct of choices made regarding treatment at certain mile markers).
Let's talk wine for a minute to get a picture.The average grape wine (traditionally) starts around 23*Bx (SG ~1.097), and it will probably finish close to -1*Bx (SG 0.996). So a total consumption of about 24*Bx or 101 gravity points worth of sugar will have been consumed:
(this is the historical format for SG which is 1000 times our standard fractional SG form of 1.XXX)
So, when is fermentation half done? Half of 24 is 12, so when the yeast have eaten 12*Bx of sugar, they are half done (ie, 23 - 12 = 11; 11*Bx is the halfway mark). The same calculations work with gravity points (1,097.0 - 50.5 = 1,046.5).So, when you here wine people talk about the 1/3 sugar break, you can calculate it like this:
FG: -1*Bx                                                                 FG: 996.0
23 - (-1) = 24                                                           1097 - 996 = 101
24 * 1/3 = 8                                                              101 * 1/3 = 33
23 - 8 = 15                                                               1097 - 33.7 = 1063
1/3 sugar break = 15*Bx                                        1/3 sugar break = 1.063

That's all well in good for wine world where you know both your initial and terminal gravities, but we don't always know our FG in mead land. What if I have a mead with an OG of 1.130? It probably won't finish at 0.99X, it will probably be sweeter. That's where yeast tolerance comes into play. Let's take D47 as an example:
D47 tends to chew through about 100 +/-4 gravity points (~23.8*Bx)

That's all well in good for wine world where you know both your initial and terminal gravities, but we don't always know our FG in mead land. What if I have a mead with an OG of 1.130? It probably won't finish at 0.99X, it will probably be sweeter. That's where yeast tolerance comes into play. Let's take D47 as an example:
D47 tends to chew through about 100 +/-4 gravity points (~23.8*Bx)
D47: 23.8*Bx                                                           D47: 100 points
30.2 - 23.8 = 6.4                                                      1130.0 - 100 = 1030.0
FG ~ 6.4*Bx                                                              FG ~ 1.030
30.2 - 6.4 = 23.8                                                      1130.0 - 1030.0 = 100
23.8 * 1/3 = 7.9                                                        100 * 1/3 = 33
30.2 - 7.9 = 22.3                                                      1130.0 - 33 = 1097.0
1/3 sugar break = 22.3*Bx                                     1/3 sugar break = 1.097
When calculating the 1/3 sugar break for meads, it is necessary to estimate the FG based on the yeasts alcohol tolerance or average amount of sugar consumed (as gravity points or *Brix).

When to feed? That depends on your SNA schedule, but generally there will be at least 2 feedings (one at onset of fermentation, and 1/3 sugar depletion). Some may have many more, but the trick is to spread them out evenly (or close to even) over the first third of fermentation. Let's see some options for a must with an initial gravity of 26*Bx (SG 1.110), assuming a terminal gravity of -1*Bx (SG 0.996):

OG: 26*Bx                                                                    OG 1110.0
FG: -1*Bx                                                                      FG 996.0

26 - (-1) = 27                                                                 1110 - 996 = 114
27 * 1/3 = 9                                                                    114 * 1/3 = 38
26 - 9 = 17                                                                     1110 - 38 = 1072
1/3 break = 17*Bx                                                        
1/3 break = 1.072
When calculating the 1/3 sugar break for meads, it is necessary to estimate the FG based on the yeasts alcohol tolerance or average amount of sugar consumed (as gravity points or *Brix).

Here are more possibilities:


Just follow the same color.
Red = 10 feedings (1/27th breaks)
Blue = 7 feedings (1/18th breaks)
Green = 5 feedings (1/12th breaks)
Yellow = 4 feedings (1/9th breaks)
White = 3 feedings (1/6th breaks)