Li 2021, Nat. Plants

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The Li 2021 model is a kinetic model of photosynthesis that focuses more on the ion fluxes across the thylakoid membrane and their effect on the proton motive force (PMF). It was built on the Davis2017 model, focuses more on the photosynthetic reactions that are directly linked to the PMF, such as the water splitting at PSII, the plastoquinone oxidation at the Cytochrome b6f complex (Cyt b6f) complex, and more. Other photosynthetic reactions are kept as simple as possible. The Li2021 model adds two potassium ion (K+) and two chloride ion (Cl<sup>-</sup>) ion transport channels to the thylakoid membrane, to investigate their effects on the PMF. To validate the model, the authors compare their simulated results to experimental data from several different experiments. They show that the model can reproduce not only wild type (WT) behavior, but also the behavior of several knockout mutants. The mutants chosen, were the VCCN1, Cl<sup>-</sup> channel (CLCE) and K<sup>+</sup>/H+ antiporter 3 (KEA3) knockouts and any combination thereof. After the validation, the model is then used to investigate the impact these ion channels have on the PMF and the resulting photosynthetic efficiency. Several interesting simulation protocols are used, to showcase the model’s capabilities, such as a light oscillation protocol, a scan of enzyme abundance and more. Overall, this model was created to answer an already existing question in the field of photosynthesis, which is the role of ion fluxes across the thylakoid membrane.

The model itself is not well presented in the publication, but the authors do provide a link to a public GitHub repository where the model is available. It is written in Python, with many comments added to the code. The script includes many different parts of the model and simulation protocols, therefore it is not clear, what is part of the model used in the publication. The script was summarized as much as possible, to only include the parts relevant to the model, but it is not clear if this interpretation is that of the publication. Between the code and the minimal information given in the publication and its supplementary materials, there are still discrepancies, which makes it hard to fully establish the model and its parameters. However, the model shows a good example of why models of photosynthesis are important and versatile, which is why it was included in GreenSloth.

Scheme

Li 2021 scheme

Analysis

Model definition

Variables
SymbolIDInitial value
QA_red0
PQH_20
pH_lumen7.8
Dpsi0
K_lu0.1
PC_ox0
Y20
Zx0
singO20
Fd_red0
NADPH_st1.5
Cl_lu0.04
Cl_st0.04
Parameters
SymbolIDValue
PPFD50
k_recomb0.33
phi_triplet0.45
phi_1O21
sigma0_II0.5
c_b6f0.433
pKa_reg6.2
Em_PC_pH70.37
Em_PQH2_pH70.11
Vmax_b6f300
pKa_PsbS6.2
NPQ_max3
pH_st7.8
Em_Fd-0.42
k_NDH11000
Vmax_PGR0
sigma0_I0.5
k_QA1000
Keq_QA200
k_PCtoP7005000
k_FdtoNADP1000
K_st0.1
k_KEA32500000
P_K150
ipt_lu0.000587
k_VCCN112
k_ClCe800000
HPR4.666666666666667
Vmax_ATPsynth200
b_H0.014
vpc0.047
k_EZ0.004
nh_VDE4
pKa_VDE5.65
Vmax_VDE0.08
k_leak30000000
QA_total1
PQ_tot7
P700_total0.667
PC_tot2
Fd_tot1
NADP_tot5
Carotenoids_tot1
Derived quantities
SymbolIDEquation
QA
Y0
PQ
PC_red
Fd_ox
NADP_st
Vx
light_per_L
driving_force_Cl
PsbSP
NPQ
PhiPSII
H_lumen
H_st
pmf
kCBB
delta_pH
delta_pH_inVolts
qL_act
pH_act
Reactions
SymbolIDRateStoichiometry
vPSII_recomb
vPSII_ChSep
v_PSII
v_PQ
v_b6f
v_NDH
v_PGR
PSI_ChSep
v_PSI_PCoxid
v_FNR
v_Mehler
v_CBB
v_KEA3
v_VKC
v_VCCN1
v_ClCe
v_Leak
v_pmf_protons_activity
v_Epox
v_Deepox

Curation

Curator's note

This model was validated by reproducing the following figures of the original publication.

Figures
Fig3
Page figure
Fig4
Page figure
Fig5
Page figure