Wednesday, January 21, 2009

Genes and beer

For your reading enjoyment, the nerdier bit of my thesis intro. Mmm, genes...

Genes in Saccharomyces cerevisiae important in flavour production

There are a number of genes in yeast that play a pivotal role in yeast metabolism and the associated production of flavour compounds (Verstrepen et al. 2003b; Swiegers et al. 2006; Saerens, S. et al. 2008b). Different strains of yeast have been shown to produce different levels of metabolites under identical growth conditions, and it is genetic variation that is thought to account for these differences (Swiegers et al. 2006). While it is very difficult to source identical raw materials for each brew or wine fermentation, it is thought that a better understanding of how variation in amounts of amino acid content, metal ion levels and so on affect gene expression may lead to the ability to make a more consistent product (Bromberg et al. 1997; Younis and Stewart 1999; Pretorius and Bauer 2002; Verstrepen et al. 2003c; Swiegers et al. 2006).

Genes involved in the Ehrlich Pathway

There are multiple genes able to catalyse each step of the pathway, and the major enzyme responsible for each step depends on the amino acid being degraded (Hazelwood et al. 2008). The initial reversible transamination step is catalysed by BAT1 and BAT2 (branched-chain amino acids), or ARO8 and ARO9 (aromatic amino acids) (Eden et al. 2001; Vuralhan, Z et al. 2005), although both ARO8 and ARO9 both appear to have a broader substrate specificity than originally reported. ARO9 in particular is up-regulated in glucose-limited chemostats with phenylalanine, methionine and leucine as the sole nitrogen source (compared to yeast grown with a nitrogen source not involved in the Ehrlich pathway) (Godard et al. 2007).

The decarboxylation step is irreversible and commits the 2-oxo acid product of transamination to the Ehrlich pathway. There are four genes thought to play a role in the decarboxylation step: the pyruvate decarboxylases encoded by PDC1, PDC5 and PDC6, and ARO10 (Ter Schure et al. 1998; Vuralhan, Z et al. 2005). Previously it was thought that THI3 encoded an enzyme with decarboxylase activity, but recently it has been suggested that it plays a regulatory role instead (Vuralhan, Z. et al. 2003; Vuralhan, Z et al. 2005).

The fate of the resulting aldehyde is thought to depend on the redox state of the cell. While the oxidation of the aldehyde consumes NAD(P)+ and produces NAD(P)H, the reduction consumes NADH, yielding NAD+. It has been demonstrated that any one of Adh1p, Adh2p, Adh3p, Adh4p, Adh5p or Sfa1p can catalyse the formation of fusel alcohols, and Ypr1p and Gre2p have been shown to have activity towards 2-methylbutyralaldehyde and isovaleraldehyde respectively (Dickinson et al. 2003; Hazelwood et al. 2008). S. cerevisiae also harbours seven putative aryl alcohol dehydrogenases, but these do not appear to play a role in the pathway (Dickinson et al. 2003). It is thought that the aldehyde dehydrogenases, Ald4p, Ald5p and Ald6p are responsible for the synthesis of fusel acids, with Ald6p playing the major role (Saint-Prix et al. 2004; Hazelwood et al. 2008).

The alcohol acetyl transferases

There are two enzymes responsible for acetate ester synthesis in S. cerevisiae; the alcohol acetyl transferases, Atf1p and Atf2p (Mason and Dufour 2000). Acetate esters may be formed by a spontaneous chemical reaction, but their rate of accumulation is too high for this to account for their levels in wine and beer. In 1964 Nordstrom demonstrated that they are formed by the action of an “ester synthase” (Nordstrom 1964), but it wasn’t until 1994 that ATF1 was identified (Fujii et al. 1994), while ATF2 was isolated in 1998 (Nagasawa et al. 1998). Atf1p plays the major role in acetate ester synthesis, accounting for 80% of isoamyl acetate synthesis. Atf2p accounts for the majority of the remaining isoamyl acetate, however the ATF1/ATF2 double mutant still retains some AATase activity (Verstrepen et al. 2003c). At the deduced amino acid level, the two genes are 36.9% identical and both contain a heptapeptide sequence, WRLICLP, which is unique to these proteins in the S. cerevisiae genome (Mason and Dufour 2000; Van Laere et al. 2008). Both also contain the HXXXD motif present in the enzyme superfamily that includes the plant alcohol acyltranferases. However, neither contains the DFGWG motif that is highly conserved in the BAHD enzyme family of plant enzymes (D'Auria 2006).

ATF1

Construction of an ATF1::GFP fusion construct by Verstrepen and co-workers led them to conclude that Atf1p localises to the lipid particles, along with many other proteins, most of which are involved in lipid metabolism (Athenstaedt et al. 1999; Verstrepen et al. 2004). ATF1 expression is profoundly affected by environmental conditions. The presence of oxygen directly represses ATF1 expression, as does the presence of unsaturated fatty acids (both properties shared by the D9 fatty acid desaturase gene, OLE1) (Fujiwara et al. 1998; Mason and Dufour 2000; Verstrepen et al. 2003a). Interestingly, the lower the melting temperature of the fatty acid, the stronger their repressive effect on the transcription of ATF1 (Fujiwara et al. 1999). ATF1 transcription can also be effected by factors as diverse as carbon and nitrogen availability, temperature and zinc availability (Mason and Dufour 2000; Verstrepen et al. 2003a; Verstrepen et al. 2003b). Given that it is the expression of the alcohol acetyl transferase genes, rather than substrate availability, that plays the major role in acetate ester synthesis, any factor that effects transcription also effects final ester concentrations (Verstrepen et al. 2003c).

ATF2

It was recently found that ATF2 plays a role in sterol acetylation, a process necessary for the export of sterols and steroids from the yeast cell. Briefly, ATF2 was found to be responsible for the non-specific acetylation of sterols and steroids. These acetylated compounds are then deacetylated according to the substrate specificity of the deacetylase Say1p, with the acetylated compounds then being exported out of the cell in what is presumed to be a vesicle mediated process (Tiwari et al. 2007). This is in accordance with the earlier findings of Cauet and co-workers, who found that a strain of S. cerevisiae lacking ATF2 was unable to acetylate pregnenolone, and that this led to an observable toxic effect (Cauet et al. 1999). Atf2p is an integral membrane protein of the ER that contains at least two transmembrane domains with both termini oriented towards the lumenal compartment (Tiwari et al. 2007). A mean hydrophobicity index of –0.36 and sub-cellular fractionation data suggests that Atf2p is a mainly soluble protein (Mason and Dufour 2000).

Physiological role of Atf1p and Atf2p

A bioinformatic analysis of AATases from various yeast species found that while Saccharomyces sensu stricto yeasts have two genes encoding AATases, more distantly related yeasts have only one orthologue. In those yeasts with just one AATase gene, the protein sequence was found to be most similar to ATF2. It is thought that the presence of two AATase genes may be due to a whole genome duplication (WGD) event thought to have occurred during the evolution of ascomycetous fungi (Wolfe 2004; Van Laere et al. 2008). Van Laere et al. suggest that in S. cerevisiae, ATF2 retained the initial function of AATase’s pre WGD, while ATF1 developed a new, specific function, most likely involved in anaerobic lipid metabolism (Van Laere et al. 2008). While these authors do not mention the work of Tiwari and co-workers, it seems likely that function of ATF2 type AATases is to acetylate sterols and steroids for detoxification (Tiwari et al. 2007). The precise physiological role of ATF1, and indeed acetate ester synthesis remains unclear. However, the findings of Delneri et al., that the heterozygous diploid ATF1 mutant is haploinsufficent in glucose limited, ammonium limited and phosphate limited conditions (Delneri et al. 2008), suggest that ATF1 has a physiological role beyond the synthesis of acetate esters.

IAH1

IAH1 is an esterase that breaks down acetate esters (Fukuda et al. 1996). Originally named EST2, the protein was found to lack the GSXSG consensus motif of serine type esterases and lipases. However, it was assumed that the similar AXSXG pentapeptide sequence was the active site (Fukuda et al. 1996). This observation, as well as the fact that the enzyme was completely inhibited by diisopropyl fluorophosphate and partly inhibited by phenylmethylsulfonyl fluoride, led to the conclusion that Iah1p was a serine type carboxylesterase (Fukuda et al. 2000). Using various overexpression constructs and the DIAH1 and DATF1 strains, it was found that isoamyl acetate production in a sake brew was a result of the balance of expression of these two genes. The authors found that overexpression of ATF1 was more significant in isoamyl acetate ester production than IAH1 levels, however (Fukuda et al. 1998).

Tuesday, January 20, 2009

Plans

People say to me: "What do you plan to do when you finish your thesis?" To which I reply: "Get really drunk". Then they say: "No, I mean in the long term." I reply: "Yeah, so do I."

Monday, January 19, 2009

Flying Lotus

It took me a while to get why everyone is so excited about Flying Lotus. But with every man and his dog listing his Los Angeles album in their top 10 for 2008, I decided to check it out. It is, it must be said, the dog's bollocks. His set at Days Like This festival was an absolute highlight, and he was kind enough to let people take photos with him afterwards (sorry dude, I was pretty drunk by that stage). Also of note is his astoundingly good essential mix done for BBC Radio.

Tracklisting:

Alice Coltrane - Galaxy in Turiya
Charlie Hayden+ Egberto Gisomonti / Gonjasufi - Testament
Flying Lotus - Massage Situation *stripped*
Dimlite - Sun Sized Twinkles
Flying Lotus - RobertaFlack Ft. Dolly
Flying Lotus - RobertaFlack (Mike Slott Reflunk)
Ahu - I know all the bitches (Bullion Remix)
Heralds of change - Amuse
Carlos Y Gaby - Happy Summer Solstice
Pudge - Yung Infamous
Dorothy Ashby - Myself when young
Nosaj Thing - Bach
LL - Turf Day
Flying Lotus - Infinitum (Dimlite Remix)
Clark - Springtime Epigram
Burial - Shutta
Blank Blue - Blank Blue (Flying Lotus Remix)
Daedelus - Im String Struck
MHE - Untitled
Daedelus / Madvillain - Experience/Accordion (Flying Lotus Live Remix) 35:16 “Shit”
Hudson Mohawke - Zoo0000oom
Rustie - Black Block Remix
Teebs+JackHigh - idea 1 (Clutch)
MatthewDavid - tallahassee tapes
Martyn / Flying Lotus - Vancouver+Pet Monster Shotglass
Fulgeance - Chico (Dorian Concept Remix)
Joker - Solid State
Rusko - Moanerz
Daddy Kev - Invite8
Ras_G - Star Messenger
Madlib - Unreleased Gem
SAMIYAM - Cheesecake Backslap
Knowledge - Dawn
FlyAMSam - Princess Toadstool
Sa-Ra - Hollywood
Muhsinah / Flying Lotus - With me/ Melt
Flying Lotus - Dissecto
Flying Lotus - Breathe
Mike Slott - Home
Flying Lotus - Sangria Spin Cycles (ambient mix)
Danny Breaks - Cosmic Dust
Flying Lotus - Beginners Falafel - (Free the robots remix)
SAMIYAM - Falafel Cannon
Flying Lotus - Beginners Falafel
Slum Village - Players (Instrumental)
Flying Lotus - Cackle
Flying Lotus - Raise it up
Osborne - definition of a breakdown
Baron Zen - Burn Rubber (Dam-Funk Remix)
Mono/Poly - NeedsDeodorantBitch
Chocolate Star / Nelly Furtado - Stay with me/Promiscuous
Gonjasufi - Suzie Q
Kiing Midas - Lost (Flying Lotus Live Remix)
Rusko / Flying Lotus - Terminal3 /Tea Leaf Dancers Live Remix
Daedelus - Hours Minutes Seconds (Beat Invitational Version)
Kode9+Flying Lotus - Kryon
Zomby - Spliff Dub (Rustie Remix)
Busta Rhymes - What Up
SAMIYAM - Crystal Lake
Weather Report - River People
SAMIYAM - Flintstone Car
Flying Lotus - Backpack Caviar
Radiohead - Reckoner (Flying Lotus Remix)
Bjork - All is full of Love
Broadcast - Winter Now
Portishead - Elysium
Linda Perhacks - Hey now who really cares
Flying Lotus - Infinitum (Exile Remix)
Flying Lotus - Live Set Practice run

Radness.

Thursday, January 15, 2009

Australian Test side

Reading Stu's thoughts on the Test side, and Christian Ryan's Cricinfo article about the Australian selectors obsession with selecting an all-rounder got me thinking about the Australian team, and more specifically, who I'd select for the SA tour. So, my thinking is that we don't really have a genuine all-rounder like Jacques Kallis, so six batsmen, a keeper and four bowlers, including a specialist spinner.
The first five batsmen are relatively easy:
Katich
Jaques (Hughes should go on the tour to gain experience though)
Ponting
M. Hussey
Clarke

After a glittering 169 against New Zealand last year, Brad Haddin has definitely established himself as Gilchrist's replacement with the gloves and at number seven.

Mitchell Johnson (ranked number 7 in the ICC all-rounder player rankings, and number 4 in the bowler rankings), and Stuart Clarke (third ranked Test bowler in the world) get the first two bowling spots, which leaves three positions: a number 6 batsman, a spinner and another pace bowler.

Despite the fact that it's tempting to pick someone a little younger, it's hard to ignore the mountains of runs that David Hussey has made in both Australian domestic cricket and County cricket. So while it's tempting to pick someone younger (like Hughes, for example), D. Hussey gets the nod due to the fact that the Ashes series follows South Africa, and an in-form David Hussey would be an invaluable weapon for that series. His ability to contribute useful offspin also counts in his favour. Brad Hodge can count himself as one of the most unlucky batsmen in history, but at 34 he's probably just a bit too old.

Spinner: I had a bit of a look at spinners a few months back. Since that time Krejza has been dropped in favour of Nathan Hauritz. I like the cut of Hauritz's jib. He doesn't take heaps of wickets, but he is very economical, and unlike Krejza, he's able to tie down an end. He gets the nod from me, although I still have no idea what Beau Casson did to get pushed down the list of Australian spinners.

With Brett Lee out until the Ashes, choosing a third fast bowler comes down to Hilfenhaus, Bollinger and Siddle. Basically, Hilfenhaus swings it heaps, Bollinger can swing it and bowls good line and length and Siddle is really fast. My pick is Bollinger over Siddle due to the fact that Siddle seems to be a bit hot and cold. So my team would look like this:

Katich (captain)
Jaques
Ponting
M. Hussey (vice captain)
Clarke
D. Hussey
Haddin
Johnson
Hauritz
Clark
Bollinger

with both Hughes and Siddle at least also on the tour. Making Katich captain would allow Ponting to just score a shit-ton of runs, and stop him from making rubbish tactical decisions. Mike Hussey gets vice captain because Clarke's tendency to refer to himself in the third person pisses me off.

President Goofus vs President Gallant

A link, for your viewing pleasure.

Friday, January 9, 2009

Peats Ridge reveiw

I spent the end of 2008 at Peats Ridge Festival with Stu and Sonja, and was lucky enough to snag a review spot for ITM. Review is now up here.

Saturday, January 3, 2009

The Australian Flag

I'd like to propose a simple question that should be asked before anyone is allowed to buy an Australian flag:

The Australian flag is:
a) an excellent piece of material with which to make a cape
b) allowed to touch the ground
c) none of the above you disrespectful fucking douche bag

Failure to answer correctly will result in a swift slap to the back of the head, and permission to buy the flag being denied.