Lam 2026, Nat. Commun.

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The Lam 2026 model — "Dissecting the contributions to non-photochemical quenching in a land plant under fluctuating light" — is a fluorescence-lifetime-based kinetic model of non-photochemical quenching (NPQ) built to separate the individual photoprotective mechanisms that operate in a vascular land plant. It was parameterised against whole-leaf chlorophyll fluorescence-lifetime and xanthophyll-concentration measurements made on wild-type Nicotiana benthamiana and a panel of NPQ mutants, which let the authors assign a per-molecule quenching effectiveness to each xanthophyll and tease apart the distinct quenching components. Accordingly, the model tracks the xanthophyll-cycle pigments — violaxanthin (V), antheraxanthin (A) and zeaxanthin (Z) — together with their association with the PsbS- and antenna-bound quenching states (the PV/PA/PZ and QV/QA/QZ/QL/PL species), the violaxanthin-deepoxidase activation that drives the cycle, and a PSII photodamage term.

Because it is calibrated on time-resolved fluorescence lifetimes rather than steady-state amplitudes, the model can quantitatively predict both wild-type and mutant NPQ behaviour across light–dark regimes and fluctuating light, and it is used to explore how the relative amounts of the regulatory enzymes (the VDE : ZEP : PsbS ratio) shape the trade-off between photoprotection and light-harvesting efficiency — with implications for improving crop yield. It is included in GreenSloth as a recent, data-driven model that resolves the kinetics of the xanthophyll cycle and the multiple distinct contributions to NPQ in unusual detail.

Scheme

Lam 2026 scheme

Analysis

Model definition

Variables
SymbolIDInitial value
V
A
Z
PV
PA
PZ
QV
QA
QZ
QL0
PL165
PSIId0
alpha_VDE
Parameters
SymbolIDValue
k_L_VA2.47
k_D_VA0.014
k_L_AZ0.5
k_AV1.12
k_ZA0.07
k_PV_f2.18
k_PV_b9.43
k_PA_f130
k_PA_b254
k_PZ_f295
k_PZ_b126
k_L_QV_f0.027
k_D_QV_f0
k_QV_b0.066
k_L_QA_f0.66
k_D_QA_f0
k_QA_b8.57
k_L_QZ_f0.56
k_D_QZ_f0
k_QZ_b1.22
k_L_QL_f0.056
k_QL_b3.68
k_D_QX_f0
k_L_damage0.0222
k_D_damage0.0161
k_D_VDE0.24
k_L_VDE0.28
k_AV_aba10.006
k_ZA_aba10.038
k_PV_f_lut21.43
k_PV_b_lut213.1
k_PA_f_lut234.4
k_PA_b_lut2294
k_PZ_f_lut274.1
k_PZ_b_lut2168
V_tot_npq149.8
V_tot_lut271.2
V_tot_npq440.6
V_tot_aba110.7
V_tot_WT35.9
P_tot45.4
P_tot_lut249.9
kappa_QV0.04
kappa_QA0.174
kappa_QZ0.177
kappa_QL0.262
kappa_qZ0.03
kappa_qI3.86
kappa_qI_double_mut7.05
ppfd0
tau_01.730890791
PSII_tot1
Derived quantities
SymbolIDEquation
gamma
k_D_AZ
Keq_pz
Keq_pv
Keq_pa
Keq_a
Keq_z
Keq_qv
Keq_qa
Keq_qz
P0
A_0
Z_0
PV_0
PA_0
PZ_0
QV_0
QA_0
QZ_0
X_tot
kappa_r_nr
PSII_active
P_free
tau_Fluo
NPQ_V
NPQ_A
NPQ_Z_qE
NPQ_L
NPQ_Z_qZ
NPQ_qI
Reactions
SymbolIDRateStoichiometry
VA
AV
AZ
ZA
PVf
PVb
PAf
PAb
PZf
PZb
QVf
QVb
QAf
QAb
QZf
QZb
QLf
QLb
damage
v_alpha_VDE

Curation

Curator's note

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

Figures
Fig2
Page figure
Fig3
Page figure
Fig4
Page figure
Fig5
Page figure