The yeast cell, as the model sees it
Proportion dd69613 · 2026-10-21
closed forms
not modelled
modifiers
numbers
fit
theme
WORT IN
what the fermenter offers the cell
BEER OUT
what leaves the cell, and what the beer does with it
FERMENTER BOTTOM
PLASMA MEMBRANE
ER: STEROLS AND LIPIDS
MITOCHONDRION
not modelled
NUCLEUS
VACUOLE
BUD
GLYCOLYSIS AND THE CARBON CORE
KETO-ACID NODE: HIGHER ALCOHOLS
ESTERIFICATION
CARBONYLS AND ORGANIC ACIDS
SULFUR
GROWTH, DIVISION, DEATH
HOP BIOTRANSFORMATION AND PHENOLS
facilitated diffusion
Km 5 g/L
Vmax 1.2 ng/cell/d
taken as a hexose
H⁺ symport
rel. rate 0.85
H⁺ symport
Km 18.2 g/L
maltose Ki 9.4 g/L
rel. rate 0.55 (strain)
STA1 strains only
rel. rate 0.10
released when the addition arrives
τ 0.1 d
bottle refermentation
MAL12 maltase / HXK
MAL12
glucoamylase
HXK1/2, PGI
PFK, FBA, TPI
glycolysis
GAPDH, PGK, ENO, PYK
0.9776 × (1−X) g pyruvate per g sugar
3.5 % to biomass
GAPDH
GPD1, GPP
redox balance
ale 4.0 %, lager 3.2 % of sugar
+5 % per 0.010 OG above 1.050
PDC1/5/6
decarboxylation
k 100 /d
0.4997 g CO₂ per g
CO₂ evolved
ADH1
k 100 /d
1.0458 g ethanol per g
NADH reoxidised
ALD6, ACS1/2
via acetate
6 % of the flux
mass closure
k 80 /d
diffuses out
dissolved CO₂ by Henry (head + column pressure)
escape (strain leak)
0.33 × pool × leak
ADH
taken back and reduced (Q10 2, bed too)
k 0.62 /d
maintenance leak from ethanol
0.85 /d × suspended fraction
uptake
17 mg O₂ /g dry wt /h
Ks 0.05 ppm, Q10 1.5
sealing + closure ingress
crown 0.5, cork 2.5 mg/L/yr
ERG1, ERG11
finishes the pitch's squalene
1.5 /h
12 O₂ per sterol
HMG1, ERG9, ERG1, ERG11
de novo ergosterol
1.95 g acetyl-CoA per g
968 mg O₂ per g
Q10 4
O₂ to the oxygenases
what sterol cannot use
sterol per biomass
0.13 % → 1 % dry wt
one carrier set per sterol complement
installed once the O₂ is gone
96 /d
Ks 0.05 ppm
reserve fermented to build the membrane
0.85 of a store per complement
GSY
laid down once growth stops
1 /d, full at 25 % dry wt
maintenance
store / 30 d, Q10 2
new cells bring a full set
lost under nitrogen starvation
t½ 9 h, floor 0.6
AGT1, MALx1 synthesis
built while fermenting, from the nitrogen quota
6 /d
induction Ks 0.5 g/L maltose
turnover + glucose inactivation
t½ 2.2 d
×(1 + 30 × hexose/(10 + hexose))
class A : B : C = 1 : 0.45 : 0.21
Ks 80 ppm
only while fermenting
folded into class A
own channel, no competition
0.4 × malt FAN
fills the quota
10 fg/cell/h, Ks 0.3 mg/L
Q10 2.4
dN/dt = μN
μmax 4 /d
carbon-capped
Rosso cardinal T
mass per cell
d = 7.94 + 4.60 e^(−0.142 T) µm
∫N dt; generations
death
0.0059 /d × e^(1.81 σE)
× Arrhenius × fragility^½
FLO
flocculation when the sugar runs out; Stokes settling
×(1 + (20 − T)/20) cold
v = 2Δρgr²/9μ, r 2.75 µm
sugar disperses flocs (NewFlo)
4 /d × S/(2 + S)
the bed dies too
dead cells' nitrogen
back to the wort as FAN
0.012 /d at 10 °C, Ea/R 9960 K
suspended cells at packaging
secreted glucoamylase
dextrin → glucose in the beer
ADH, ALDH
ethanol + O₂ → acetic acid
7.1e-13 mg/cell/d × O₂ Monod
homo: 2 lactate; hetero: + CO₂ + ethanol or acetate
IBU50 inhibition, lactate ceiling
into the beer's acids
Pediococcus spills α-acetolactate
0.15 × uptake (Pedio), 0.02–0.03 (Lacto)
each amino acid by its class share
the rest to protein (Förster 2003 demand)
BAT1/2, ARO8/9
0.10 to the fusel
ARO10, ADH
BAT1/2, ARO8/9
0.075 to the fusel
ARO10, ADH
LEU4, LEU1/2
valine on to leucine
0.10
BAT1/2, ARO8/9
0.10 to the fusel
ARO10, ADH
ILV1 deaminase
0.10 to the fusel
ARO10, ADH
BAT1/2, ARO8/9
0.125 to the fusel
ARO10, ADH
BAT1/2, ARO8/9
0.032 × (200/FAN)^0.69 to the fusel
ARO10, ADH
aldehyde left unreduced
0.44 % of methionol
keto acids made from sugar
isoamyl 0.538, 2-MB 0.140, isobutanol 0.148, propanol 0.109 mg per g sugar
full yield only while FAN lasts
ARO1–7 shikimate
follows biomass made
yeast ADH cleans 95 % of the kilning aldehydes
phenylacetaldehyde 11 % left
methional 0.44 % of methionol
to isoamyl alcohol, 2-methylbutanol, methionol (not esterified)
diffuse out
acetyl-CoA, the acyl donor
Km 0.10 (saturated)
ATF1
Km 29.8 mM
Ea/R 8510 K
ATF1
ATF1
ATF1
ATF1
ATF1
first order in ethanol
ref. 16 750 mg/L ethanol
out into the beer
shelf
ethyl acetate τ 1640 d
ethyl MCFA esters τ 3460 d
esters made in step with the acids' release
precursor-limited (Saerens 2008)
all excreted
39 % retained in the cell at 20 °C
87.5 % retained
lactic acid + ethanol
γ-decalactone 0.8 % of the C8 + C10 esters
acetyl-CoA → acids with the flux
baseline 30 mg/L
K 0.00306 × flux
30 mg/L
TCA leak
100 mg/L
malonyl-CoA chain extension
released with biomass
inverse Arrhenius
pitch-O₂ spill
goaty, cheesy at 8 to 13 mg/L
ILV2 acetolactate synthase
2 pyruvate → α-acetolactate + CO₂
0.63 × μ × X + 0.01 × X maintenance
FAN mod (1/fanRatio)^1.2
excreted
spontaneous oxidative decarboxylation in the beer
0.7 /d, Q10 2.5
BDH1 (via acetoin)
taken back and reduced by live cells and the bed
k 7.6 /d × suspended capacity, Q10 2
Km 1 ppm (Cherest 1997)
MET3, MET14, MET16
sulfate → APS → PAPS → sulfite
SO₂ leak, per strain type
ale 5.5, lager 11 mg/L
× FAN stress (low FAN → less)
MET5/MET10 sulfite reductase
0.35 of the H₂S by sulfate Monod
organic branch under FAN stress
0.65 share
× clamp(1/fanRatio, 0.5, 3)
methionine → methanethiol
0.30 × flux × Met × FAN stress
out
CO₂ stripping; maturation loss τ 7 d
0.30 × flux × e^((T−20)/16.5) / (1 + P bar)
DMS only stripped: the yeast makes none
e^(−0.030 × Σ breakout × ΔCO₂ g/L)
evolved gas
precursors dissolve, τ 0.22 d
dry hop 1.0, hop stand 0.25, kettle 0.05 of the load
oil into the beer
dissolved share by log P: linalool 0.79, geraniol 0.47, myrcene 0.08
hop enzyme converts dextrin
min(0.25, 0.035 × g/L) of the dextrin
released τ 2 d after arrival
eaten by whatever cells are still suspended
IRC7 β-lyase
release ∝ flux
K 2.5 × flux
biotrans 0.08 to 0.90
IRC7
ATF1
acetylation
≈1 % (Haslbeck 2017)
free thiols in the beer
taken up as the ferment goes
−ln(1 − r) per fermentable g, r strain 0.38 to 0.70
OYE2/3 ene-reductase
33 % to citronellol, rest lost
CO₂ stripping by Henry constant (spunding keeps more)
K_aw(T) × gas L/L/d × dissolved share
adsorbs to cells
K 0.6 per M cells/mL
leaves with the settling cells
from the grist and the hops
ferulic 2.0, coumaric 0.7, sinapic 0.1 mg per kg
44 °C rest frees more
PAD1 / FDC1
decarboxylation (POF⁺ strains)
Ea/R 3221 K
PAD1 / FDC1
PAD1 / FDC1
Brett VPR
0.208 of the 4VG
Brett VPR
0.724 of the 4VP
clove, at 0.3 mg/L
SUC2 invertase
periplasmic hydrolysis
ZWF1
TPS1/2
PDH
respiration, repressed by sugar (Crabtree)
ATP, maintenance energy
malate, citrate leak
PMA1
H⁺ export: wort pH 5.2 → beer 4.2
beer pH
OLE1 Δ9-desaturase
O₂ to unsaturated fatty acids
membrane phospholipids
trub lipids taken up
MET17, CYS4
MXR1
DMSO → DMS by the yeast
ILV2
2-ketobutyrate + pyruvate
spontaneous
IAH1
ester hydrolysis back to alcohol + acetate
isoamyl octanoate and kin
ARO8/9, ARO10, ADH
Ehrlich route for Tyr, Trp
malate, citrate, pyruvate excreted
START, budding, bud scars
amino acid, polyphosphate, Zn stores
proteinase A degrades foam proteins
MEP1–3
ammonium permeases
PUT4; PUT1 needs O₂
proline is not used anaerobically
Ca²⁺ bridges the FLO lectins
mannoproteins, β-glucan released
iso-α-acids, polyphenols lost to cell walls
γ-GT, CPY, Cys-Gly dipeptidase
glutathione conjugate processing
ATF1
isomerisation; nerol, geranyl acetate
EXG1
bound terpenes released
resuspension at opening
excess CO₂ makes bigger cells
×e^(0.15 × g/L excess)
division needs membrane
Km 0.25 of the span
MAL induction
hexose signals MIG1
Hill 2, K 1 g/L
catabolite repression of MAL genes
σ·E on the carriers
hexose k 0.62 /M from 0.33 M
α-glucoside k 0.65 /M from 0.54 M
growth stops by 2.05 M σE
also Tmin +1.1 °C per % v/v
death × e^(1.81 σE)
Ea 262 kJ/mol, lineage-shifted
σ·E on the permease
k 1.95 /M from 0.61 M
Droop on zinc
floor 0.1 fg, full 1.5 fg
zinc on uptake (Bromberg 1997)
Droop on N
Qmin 0.5
carbon ceiling
non-maltotriose uptake per cell
thin membranes after many divisions
strain flocK from published ratings
Custers effect: O₂ relieves anaerobic sluggishness
uptake 1/2.67, growth 1/1.16 without O₂
Äyräpää: growth takes the keto acids for protein
×(1 − 0.6 × growth activity)
live O₂ represses ATF1 (Fujii 1997)
0.1 + 0.9 × 0.2/(0.2 + O₂ ppm)
growth-state factor: lipid synthesis takes the acetyl-CoA
1 − 0.5 × (μ / carbon ceiling)
dissolved CO₂ (spunding, tall tanks)
e^(−0.66 × g/L excess)
myrcene ceiling 60 µg/L at 2 °C
gated to zero in POF⁻ strains
Brettanomyces only
unsaturated fatty acids repress ATF1
pantothenate, Cu²⁺ lower H₂S
NCR: ammonium shuts GAP1
Crabtree repression of respiration
glucose
fructose
sucrose
maltose
maltotriose
dextrins
sugar feeds
priming sugar
(bottle)
sulfate SO₄²⁻
dissolved O₂
pitch aeration 2 to 14 ppm (Sadler)
headspace and
closure O₂
wort lipids
(trub, linoleic)
zinc Zn²⁺
Ca²⁺, Mg²⁺,
Cu²⁺, phosphate
free amino nitrogen
Leu Ile Val Phe Thr Met
small peptides
ammonium, DAP
(class A)
proline (class D)
ferulic, p-coumaric,
sinapic acid
wort Strecker aldehydes
3-methylbutanal, methional…
DMS (from SMM)
HXT
SUC2
MALx1
AGT1
dextrin
uptake
O₂
diffusion
SUL1/2
ZRT1
GAP1, BAP2
permeases
PTR2
MEP1–3
PMA1 H⁺-ATPase
pH drop
cell wall: mannoproteins,
β-glucan release
FLO lectins
Ca²⁺ bridging
iso-α-acid and
polyphenol binding
glucose, fructose
maltose
maltotriose
dextrin
glucose-6-P
pentose phosphate
pathway (NADPH)
triose-P
glycerol
pyruvate
NADH
CO₂
acetaldehyde
acetyl-CoA
unaccounted
carbon
ethanol
trehalose
leucine
valine
isoleucine
threonine
phenylalanine
methionine
Tyr, Trp
protein
(biomass)
α-ketoisocaproate
α-ketoisovalerate
α-keto-β-methylvalerate
2-ketobutyrate
phenylpyruvate
KMBA
de novo from pyruvate
ILV2/5/3, LEU, ARO
isoamyl alcohol
isobutanol
2-methylbutanol
n-propanol
2-phenylethanol
methionol
tyrosol,
tryptophol
methional
ADH reduces wort
Strecker aldehydes
ATF1 / ATF2
alcohol acetyltransferase
isoamyl acetate
isobutyl acetate
2-methylbutyl acetate
propyl acetate
phenylethyl acetate
ethyl acetate
IAH1 esterase
hydrolysis
EHT1 / EEB1
ethanol acyltransferase
ethyl butyrate
ethyl hexanoate
ethyl octanoate
ethyl decanoate
ethyl lactate
isoamyl / phenylethyl
MCFA esters
γ-lactones
squalene
ergosterol
membrane: sterol share,
transporters formed
OLE1 desaturase:
unsaturated fatty acids
O₂ respired or
otherwise used
phospholipids
PDH, TCA cycle,
respiration (ATP)
ATP, maintenance
energy
malate, citrate,
fumarate leak
α-acetolactate
2,3-butanediol
α-acetohydroxybutyrate
2,3-pentanedione
acetic acid
lactic acid
succinic acid
FAS1/2 fatty-acid
synthase
hexanoic, octanoic,
decanoic acid
malate, citrate,
pyruvate excreted
sulfite SO₃²⁻
sulfide H₂S
homocysteine →
Met, Cys, glutathione
Cys / Met breakdown
(FAN stress)
methanethiol
MXR1: DMSO → DMS
reduction
pantothenate, biotin,
copper on H₂S
nitrogen quota
(Droop, Qmin 0.5)
zinc quota
glycogen
(25 % dry wt)
generations,
cell-days
transporters made,
waiting for O₂ to go
division
μ ≤ 4 /d
suspended live
cells
cell size
(T, CO₂)
dead cells
maintenance
drain
MIG1 catabolite
repression
START, cell cycle,
bud scars
amino acid and
polyphosphate store
proteinase A
(foam)
autolysis:
nitrogen back out
3MH precursors
Cys-3MH, G-3MH
4MMP precursor
GSH → Cys-Gly → Cys
conjugate (γ-GT, CPY)
3MH
4MMP
3MHA
4MMP
acetylation
geraniol
citronellol
linalool
α-terpineol, nerol,
geranyl acetate
hop glycosides
EXG1 β-glucosidase
hop oil on the cell:
myrcene, limonene, pinene
ferulic acid
p-coumaric acid
sinapic acid
4-vinylguaiacol
4-vinylphenol
4-vinylsyringol
4-ethylguaiacol
4-ethylphenol
PAD1 / FDC1
decarboxylase
Brett vinylphenol
reductase
hop amyloglucosidase
(hop creep)
headspace, CO₂
purge
ethanol
CO₂ dissolved
glycerol
higher alcohols
esters
shelf hydrolysis
τ 295 d isoamyl acetate
SO₂
H₂S
methanethiol
α-acetolactate
diacetyl
acetaldehyde
acetic, lactic,
succinic acid
MCFA acids
beer pH
(4.0 to 4.5)
hop oil in beer:
myrcene, linalool, geraniol…
3MH, 3MHA, 4MMP
(ng/L)
citronellol
4VG, 4VP, 4VS
vinyl phenols
4EG, 4EP
ethyl phenols
yeast haze
9 EBC per M cells/mL
resuspension
at opening
foam proteins
(proteinase A)
yeast bed:
settled cells
Brettanomyces
lactic bacteria
lactate, acetate
(bacterial)
dry-hop addition
(arrives on a day or at a gravity)
hop-creep sugar
maltose 70 %, glucose 30 %
lost with the crop
(bound hop oil)
The yeast cell, as Proportion sees it
Saccharomyces cerevisiae in a fermenter: every pathway the simulator runs as a rate law, what it keeps as a closed form, and what it does not model yet. Solid edges cite the rate laws in src/process/reactions.
Proportion dd69613 · 2026-10-21
KEY
rate law in the live integrator
a closed form or fitted factor, not a rate law
real yeast biology, not modelled
inhibits / represses
activates / drives
gates
transport across the membrane
sugars and dextrin
nitrogen, amino acids
gases
minerals
hop compounds
intermediates
ethanol
higher alcohols
esters
organic acids
carbonyls
sulfur compounds
phenols
thiols
terpenes
lipids and membrane
cell state
Gene names in italics are the real enzymes; the numbers are the model's constants. Click anything in the web viewer for its laws and source files.
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