Light-based tuning of ligand half-life supports kinetic proofreading model of T cell signaling

  1. Doug K Tischer
  2. Orion David Weiner  Is a corresponding author
  1. University of California, San Francisco, United States
6 figures, 7 videos, 2 tables and 1 additional file

Figures

Figure 1 with 4 supplements
Strategy for testing kinetic proofreading with optogenetic tools.

(A) Conventional methods of mutating the pMHC to alter the binding half-life also change the binding interface, which changes several parameters at once. By contrast, optogenetic control allows …

https://doi.org/10.7554/eLife.42498.002
Figure 1—figure supplement 1
Light-based control of T cell signaling is durable for hours.

(A) Clonal Jurkat cells expressing both the Zdk-CAR and DAG reporter were exposed to periodic pulses of blue-light (blue bars near the x-axis) for five hours while on SLBs functionalized with LOV2. …

https://doi.org/10.7554/eLife.42498.003
Figure 1—figure supplement 2
Cells spread in response to blue-light illumination.

In addition to increasing DAG production, antigen stimulation leads to increased cell spreading in T cells. We observe similar cell spreading following optogenetic stimulation of the CAR. Cell area …

https://doi.org/10.7554/eLife.42498.004
Figure 1—figure supplement 3
Colocalization of ligand binding and downstream signaling.

Higher magnification TIRF images show how ligand binding to the CAR spatially relates to downstream signaling reporters. Jurkat cells expressing the CAR and either a ZAP70-mCherry or DAG reporter …

https://doi.org/10.7554/eLife.42498.005
Figure 1—figure supplement 4
Absolute quantification of cell surface TCRs and CARs.

The number of cell surface exposed TCRs and CARs was measured using beads with known antibody binding capacities and flow cytometry. (A) To ensure measurements were made at saturating antibody …

https://doi.org/10.7554/eLife.42498.006
Figure 2 with 3 supplements
Blue light intensity titrates binding half-life, CAR occupancy and DAG levels.

(A) In vitro measurements of blue light intensity-based control of LOV2-Zdk binding half-life. SLBs functionalized with LOV2 were combined with soluble, dye-labeled Zdk. After washing out free Zdk, …

https://doi.org/10.7554/eLife.42498.007
Figure 2—figure supplement 1
Purification of LOV2 and Zdk1.

(A) Schematic of LOV2 construct expressed in E. coli. Arrow indicates TEV protease cleavage site. The Avitag is biotinylated by BirA, which was co-expressed in the cells. KCK tag used for maleimide …

https://doi.org/10.7554/eLife.42498.008
Figure 2—figure supplement 2
Calculating DAG levels.

(A) Mean TIRF561 pixel intensities within the cell mask are plotted over time. TIRF561 signals at steady state (green circles) are calculated as the average of frames taken during the last minute of …

https://doi.org/10.7554/eLife.42498.009
Figure 2—figure supplement 3
Calculating CAR occupancy.

(A) RICM images were used to construct a cell mask and a local background mask. When used to mask the TIRF488 images, the fluorescence within the cell mask is the sum of freely diffusing LOV2 and …

https://doi.org/10.7554/eLife.42498.010
Figure 3 with 2 supplements
Binding half-life, not receptor occupancy, dominates CAR signaling.

(A) A cell exposed to a high LOV2 density but a short binding half-life can have the same receptor occupancy as a cell exposed to a low LOV2 density but a long binding half-life. (B) At constant …

https://doi.org/10.7554/eLife.42498.018
Figure 3—figure supplement 1
Long LOV2 binding half-lives signal better than short binding half-lives, even at equal receptor occupancy.

(A) Single cell measurements were binned together over narrow ranges of CAR occupancy, and DAG levels were plotted as a function of LOV2 binding half-life. Long LOV2 binding half-lives lead to …

https://doi.org/10.7554/eLife.42498.019
Figure 3—figure supplement 2
DAG levels are most strongly correlated with ligand binding half-life.

DAG levels from cell stimulated with the same intensities of blue light but different LOV2 concentrations are plotted as a function of receptor occupancy or ligand binding half-life. Each black line …

https://doi.org/10.7554/eLife.42498.020
Figure 4 with 3 supplements
A kinetic proofreading model best explains T cell signaling.

(A) Models for how CAR occupancy and binding half-life affect T cell signaling in the presence of moderate (left) or no kinetic proofreading (middle). To facilitate visualization, single cell …

https://doi.org/10.7554/eLife.42498.021
Figure 4—source data 1

This spreadsheet contains all the single cell data used in this study.

It includes measurements of receptor occupancy, ligand binding half-life and cell signaling (either DAG levels or ZAP70 recruitment).

https://doi.org/10.7554/eLife.42498.025
Figure 4—figure supplement 1
DAG normalization method only has a minor effect on the calculated degree of proofreading.

Regardless of normalization method, DAG levels are strongly influenced by LOV binding half-life and produce similar degrees of proofreading (n). Heat maps of DAG signaling were generated by fitting …

https://doi.org/10.7554/eLife.42498.022
Figure 4—figure supplement 2
Justification for DAG normalization.

(A) Different concentrations of the LOV2 ligand on the SLB drive very different CAR occupancies, as expected. CAR occupancy was mostly linear in response to changing half-lives, suggesting that we …

https://doi.org/10.7554/eLife.42498.023
Figure 4—figure supplement 3
ZAP70 recruitment does not show evidence of kinetic proofreading.

Unlike DAG levels, ZAP70 recruitment is dominated by CAR occupancy and is relatively unaffected by the LOV2 binding half-life. Because the ZAP70 reporter is not compatible with the anti-β2 …

https://doi.org/10.7554/eLife.42498.024

Videos

Video 1
LOV2 reversibly binds the CAR.

Time course showing the photoreversible binding of LOV2-Alexa488 to cells expressing the Zdk-CAR in the presence or absence of strong blue light. Images taken in TIRF with a 488 nm laser. Because …

https://doi.org/10.7554/eLife.42498.011
Video 2
LOV2 quickly unbinds the CAR.

Time course showing that LOV2 binds and unbinds the CAR on the order of seconds in response to blue light. To track LOV2 binding in real time, LOV2 was labeled with Cy3 (instead of Alexa 488 which …

https://doi.org/10.7554/eLife.42498.012
Video 3
DAG signaling is photoreversible.

Time course showing optogenetic control CAR signaling, as measured by the photoreversible accumulation of DAG in the presence or absence of strong blue light. Cells are the same as in Video 1, …

https://doi.org/10.7554/eLife.42498.013
Video 4
DAG signaling is LOV2-dependent.

Time course showing that in the absence of LOV2, the cells fail to exhibit blue light-induced changes in DAG accumulation. Jurkat cells expressing both the Zdk-CAR and DAG reporter were passively …

https://doi.org/10.7554/eLife.42498.014
Video 5
Light-based titration of cell spreading.

Time course showing RICM images of cells exposed to intermediate blue-light intensities. The mean response of cell spreading is plotted.

https://doi.org/10.7554/eLife.42498.015
Video 6
Light-based titration of CAR occupancy.

Time course showing the quantification of receptor occupancy (via LOV2 localization) in response to intermediate blue-light intensities. Because the 488 nm laser strongly activates LOV2, LOV2 …

https://doi.org/10.7554/eLife.42498.016
Video 7
Light-based titration of DAG signaling.

Time course showing the quantification of DAG levels in response to intermediate blue-light intensities. Cells are the same as in Video 5, imaged in TIRF with a 561 nm laser. The mean response of …

https://doi.org/10.7554/eLife.42498.017

Tables

Key resources table
Reagent type
(species) or resource
DesignationSource or referenceIdentifiersAdditional information
Recombinant
DNA reagent
C1-HaloPMID: 17629516Dr. Mark M Davis
(Stanford University)
Recombinant
DNA reagent
ZAP70-mCherryPMID: 23840928Dr. Jay Groves
(UC Berkeley)
Recombinant
DNA reagent
LOV2 (V529N)PMID: 27427858,
PMID: 18604202
Dr. Klaus Hahn
(UNC Chapel Hill)
Recombinant
DNA reagent
Zdk1 (purified)PMID: 27427858Dr. Klaus Hahn
(UNC Chapel Hill)
Recombinant
DNA reagent
Zdk-CARThis paper and
PMID: 1705867
Zdk1 was fused to the
N-terminus of an existing
CD8 CAR, provided by Dr.
Art Weiss (UCSF)
Cell line
(H. sapiens, male)
JurkatPMID: 6327821RRID: CVCL_0367Dr. Art Weiss (UCSF)
Cell line
(H. sapiens, male)
Jurkat expressing
Zdk-CAR and C1-
Halo reporter
This paper.A clonal Jurkat line expressing
the Zdk-CAR and C1-Halo
reporter made via lentiviral
transduction.
Cell line
(H. sapiens, male)
Jurkat expressing
Zdk-CAR and ZAP70
-mCherry reporter
This paper.A clonal Jurkat line expressing
the Zdk-CAR and ZAP70-mCherry
reporter made via lentiviral
transduction.
AntibodyMouse anti-human
B2 microglobulin
BioLegendCat. #: 316308
RRID: AB_493689
Cells labeled at 0.5 ug/ml
in growth media.
Chemical compound,
drug
PP2abcamCat. #: ab120308Used at 10 uM
Chemical compound,
drug
Halo dye (JF549)PMID: 25599551Dr. Luke Lavis
(Janelia Research Campus)
Chemical compound,
drug
Alexa Fluor 488 C5
Maleimide
ThermoFisher
Scientific
Cat. #: A10254
Chemical compound,
drug
Sulfo-Cyanine3
maleimide
LumiprobeCat. #: 11380
Chemical compound,
drug
POPCAvanti Polar LipidsCat. #: 850457C
Chemical compound,
drug
PEG-PEAvanti Polar LipidsCat. #: 880230C
Chemical compound,
drug
biotinyl CAP PEAvanti Polar LipidsCat. #: 870277X
Table 1
Plasmids use in this study.

The plasmid name, the expressed protein, and a brief description of the construct are given. The entire coding regions of all constructs were verified by Sanger Sequencing. Plasmids and detailed …

https://doi.org/10.7554/eLife.42498.026
PlasmidExpressed proteinBackboneDescription
pDT326DAG reporterpHR (James and Vale, 2012)C1 domains mPKCθ (aa 45–166)-HaloTag
pDT481Zdk1pETM11-SUMO310xHis-TEV-SUMO3-KCK-SpyCatcher-GS linker-Zdk1
pDT523ZAP70 reporterpHR hZAP70-mCherry
pDT537Zdk-CARpHR (James and Vale, 2012)IgK ss-HA tag-Zdk1-GS linker-hCD8α (aa 22–208)-mCD3ζ (aa 52–164)-tagBFP
pDT552LOV2pETM11-SUMO310xHis-TEV-AviTag-KCK-LOV2 V529N

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