Research ArticleImmunology

CD45 functions as a signaling gatekeeper in T cells

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Science Signaling  22 Oct 2019:
Vol. 12, Issue 604, eaaw8151
DOI: 10.1126/scisignal.aaw8151

T cell gatekeeper

T cells are activated by contact with antigens on the surface of antigen-presenting cells (APCs). The protein tyrosine phosphatase CD45 is necessary for both the activation and suppression of T cells upon interaction with APCs. Using a computational approach, Courtney et al. discovered that CD45 fine-tunes T cell receptor activity in response to antigen presentation, enabling receptor activation in response to strongly binding antigen, but suppressing that in response to weakly binding antigen. Thus, these findings suggest that CD45 regulates T cell activation by acting as a gatekeeper of antigen presentation, filtering out weak signals that could induce unnecessary, and potentially harmful, T cell–mediated immune responses.


T cells require the protein tyrosine phosphatase CD45 to detect and respond to antigen because it activates the Src family kinase Lck, which phosphorylates the T cell antigen receptor (TCR) complex. CD45 activates Lck by opposing the negative regulatory kinase Csk. Paradoxically, CD45 has also been implicated in suppressing TCR signaling by dephosphorylating the same signaling motifs within the TCR complex upon which Lck acts. We sought to reconcile these observations using chemical and genetic perturbations of the Csk/CD45 regulatory axis incorporated with computational analyses. Specifically, we titrated the activities of Csk and CD45 and assessed their influence on Lck activation, TCR-associated ζ-chain phosphorylation, and more downstream signaling events. Acute inhibition of Csk revealed that CD45 suppressed ζ-chain phosphorylation and was necessary for a regulatable pool of active Lck, thereby interconnecting the activating and suppressive roles of CD45 that tune antigen discrimination. CD45 suppressed signaling events that were antigen independent or induced by low-affinity antigen but not those initiated by high-affinity antigen. Together, our findings reveal that CD45 acts as a signaling “gatekeeper,” enabling graded signaling outputs while filtering weak or spurious signaling events.


Antigens derived from foreign pathogens or malignant cells are detected by a cognate T cell using its T cell antigen receptor (TCR). Because antigen detection is essential for a T cell response, the TCR is critical to human adaptive immunity and current efforts to harness T cells therapeutically. Antigen detection occurs when the TCR binds to agonist peptide–major histocompatibility complex (MHC) (pMHC) complexes on the surface of an antigen-presenting cell (APC). Because it lacks intrinsic kinase activity, the TCR requires the Src family kinase (SFK) Lck to detect and respond to antigen (1, 2). Lck phosphorylates immunoreceptor tyrosine-based activation motifs (ITAMs) within the TCR-associated CD3 and ζ-chains (denoted as the TCR complex). Phosphorylated ITAMs recruit the Zap70 kinase where it is then also phosphorylated by Lck to activate it and propagate signaling events that are necessary for T cell activation to occur (35). Because Lck is required to initiate signals through the TCR, its regulation is critical to T cell function. In T cells, Lck activity is controlled by the phosphatase CD45 whose action on Lck is opposed by the inhibitory kinase Csk.

Lck activity is regulated by modulating the conformation of its kinase domain through the phosphorylation of critical regulatory sites (6, 7). CD45 activates Lck by dephosphorylating a tyrosine in its inhibitory C-terminal tail (810). Dephosphorylation of the inhibitory C-terminal tail allows Lck to adopt an active open conformation, which is stabilized through trans-autophosphorylation of a tyrosine in its activation loop (11). The inhibitory kinase Csk opposes CD45 and phosphorylates the C-terminal tail of Lck to stabilize the closed autoinhibited conformation (12, 13). Loss of CD45 causes hyperphosphorylation of the Lck C-terminal tail and markedly reduces the amount of active Lck. Because active Lck amounts are reduced, T cell development is impaired when TCR signaling is required, such as during positive selection (1416). In contrast, loss of Csk activity causes increased activation of Lck and results in the aberrant survival of thymocytes lacking a functional TCR (12, 17, 18). Therefore, Csk and CD45 comprise a regulatory axis that controls active Lck amounts, which is important for T cell development. In mature peripheral T cells, before TCR engagement, there is a basal pool of active Lck (19, 20). Consistent with active Lck amounts setting a threshold for T cell activation, T cell responses to low-affinity antigen are potentiated by increasing active Lck abundance through inhibition of Csk (21). Memory T cells have increased amounts of active Lck, which corresponds with their augmented response to antigen (22). Therefore, Csk is a critical inhibitor of Lck, which reduces active Lck amounts. The role of CD45, however, is less clear.

CD45 is a receptor-type protein tyrosine phosphatase (RT-PTP) that is among the most abundant proteins within the T cell plasma membrane, yet its role in regulating T cell function remains enigmatic (23). CD45 is required for TCR signaling because it activates Lck, which is required to phosphorylate the TCR complex. However, CD45 has also been observed to associate with the phosphorylated ζ-chain, a component of the TCR complex, and to dephosphorylate it in vitro (24, 25). Consistent with a negative regulatory role, CD45 is excluded from the site of contact when a T cell encounters a cell bearing antigen (26, 27). The segregation of CD45 within the T cell plasma membrane is thought to be important for T cell activation because when this process is disrupted, T cell activation is attenuated (28, 29). Altered levels of CD45 expression can also affect T cell development within the thymus. In contrast to mice deficient for CD45, those that express low levels of CD45 have more thymocytes undergoing positive selection, which indicates increased sensitivity toward self-antigens (30). In aggregate, CD45 is required for T cell function; however, differing experimental observations suggest that it can positively or negatively affect TCR signaling.

A potential explanation for the divergent roles attributed to CD45 is that it acts on multiple substrates. Because the importance of a given substrate will likely depend on the experimental context, assigning a specific role to CD45 has been challenging. We therefore sought to reconcile the various roles attributed to CD45 by performing a series of chemical and genetic perturbations to the Csk/CD45 regulatory axis. We reasoned that such an approach would reveal whether CD45 acts differentially on multiple substrates in T cells, including Lck and the TCR complex. Transgenic mice and cell lines modified using CRISPR-Cas9 were used to assess the consequences of CD45 deficiency and Csk inhibition on TCR signaling pathways. We report two critical and interdependent roles of CD45. CD45 is required for graded changes in active Lck amounts and suppression of ζ-chain phosphorylation in intact cells. Moreover, our findings reveal that negative regulation of the TCR by CD45 prevents antigen-independent or weak signals but permits sustained signaling by high-affinity antigens. Together, these features are critical to graded signaling responses required for antigen discrimination.


Antigen discrimination is sensitive to active Lck abundance

We previously reported that the T cell response to low-affinity antigens is potentiated by increasing the amount of active Lck (21). Specifically, by inhibiting Csk, a negative regulator of Lck, active Lck amounts increase and TCR signaling in response to weak stimuli is augmented. The amount of active Lck and its recruitment to TCR:pMHC is thought to set a threshold, which controls the extent of signaling (31). Because antigen discrimination is a critical hallmark of the T cell response, we sought to better understand how manipulation of active Lck amounts influences T cell activation. To increase active Lck, we used a previously described analog-sensitive allele of Csk (CskAS) that can be inhibited using the small molecule 3-IB-PP1 (hereafter denoted as Csk inhibitor) (Fig. 1A) (32, 33). We also assessed the effect of decreasing active Lck amounts using a SFK inhibitor (PP2). The response of T cells to antigens of differing affinities was assessed using the OT1 TCR transgene. The OT1 TCR binds to a peptide derived from ovalbumin (OVA), and variants of this peptide sequentially reduce the binding affinity. During thymic selection, high-affinity peptides act as agonists, which cause negative selection, whereas lower-affinity variants act as partial or nonagonists (34, 35). Therefore, by assessing a panel of peptide antigens of differing affinities, the OT1 TCR provides a readout of TCR sensitivity.

Fig. 1 The amount of active Lck alters antigen discrimination by T cells.

(A) Depiction of small-molecule inhibition to manipulate the amount of basally active Lck in OT1 CD8+ T cells. (B) When cocultured with splenocytes and the high-affinity OVA peptide antigen, OT1 T cells up-regulate two readouts of T cell activation: Nur77-GFP reporter and CD69. A low-affinity peptide variant only weakly activates Nur77-GFP and CD69. (C and D) OT1 T cells were cocultured with a series of OVA peptide variants that bind with altered affinity. Active Lck amounts were manipulated by adding intermediate doses (1 μM) of PP2 or Csk inhibitor. Error bars represent means ± SEM of at least three independent experiments. VSV, vesicular stomatitis virus peptide.

To monitor how active Lck amounts affect antigen discrimination, we used two readouts of T cell activation: Nur77-GFP (green fluorescent protein) and CD69 up-regulation. The Nur77-GFP transcriptional reporter provides a readout of TCR integrated signaling involving several downstream pathways and is less sensitive to other mitogenic signals (36, 37). Csk analog–sensitive mice were crossed to incorporate both the OT1 TCR transgene and the Nur77-GFP reporter. CD8+ T cells from these mice up-regulate Nur77-GFP and CD69 when cocultured with splenocytes that display the high-affinity OVA peptide but only weakly respond to the low-affinity G4 peptide (Fig. 1B). To assess the influence of active Lck amounts on T cell activation, purified CD8 T cells were treated with an intermediate dose of either the Csk inhibitor (3-IB-PP1) or the Lck inhibitor (PP2) (Fig. 1C).

Consistent with our previous findings, inhibition of Csk potentiated responses to low-affinity antigens resulting in both Nur77-GFP and CD69 up-regulation, whereas up-regulation of both Nur77-GFP and CD69 was insensitive to Csk inhibition when cells were exposed antigens of high affinity. Conversely, low-affinity antigens were markedly sensitive to partial Lck inhibition by PP2 causing reduced Nur77-GFP and CD69 up-regulation. The high-affinity OVA antigen responded similarly regardless of whether PP2 was present (Fig. 1D). These findings demonstrate, using two readouts of T cell activation, that the capacity of the TCR to distinguish between antigens that bind with differing affinities is markedly sensitive to changes in active Lck amounts. Because Csk and CD45 cooperate to affect active Lck amounts, we used Csk inhibition to study the role of CD45.

Csk inhibition can activate Lck when CD45 is absent

Important regulatory features of CD45 could be unmasked if Lck were activated in its absence. For example, CD45-mediated dephosphorylation of phosphorylated ITAMs within the TCR complex has been reported in vitro using purified proteins (24). However, this has been challenging to observe in T cells because the loss of CD45 impairs Lck activation. We therefore sought to uncouple Lck activation from CD45 expression using Csk inhibition. CD45 is normally required to activate Lck in T cells, but inhibition of Csk can relieve negative regulation of Lck and allow for its activation when CD45 is reduced or absent. Because loss of CD45 prevents proper T cell development in mice, we used a more genetically tractable system. Using Jurkat T cells, we were able to delete both Csk and CD45 using CRISPR-Cas9 and install a Csk analog–sensitive allele (CskAS), which can be inhibited (fig. S1, A to E) (32, 38, 39). These cells were then treated with an anti-TCR antibody to initiate signaling or with the CskAS inhibitor. To assess signaling, we monitored global increases in protein tyrosine phosphorylation (Fig. 2A). Jurkat T cells respond to the anti-TCR antibody, as revealed by a marked increase in overall protein phosphorylation, but do not respond to Csk inhibition because they lack the CskAS allele. Jurkat T cells that were made deficient in Csk that were reconstituted with CskAS (J.CskAS) respond to both anti-TCR stimulation and the Csk inhibitor. Cells expressing the CskAS allele and are deficient for CD45 (J.CskAS/CD45) display attenuated signaling in response to anti-TCR stimulation consistent with impaired Lck activation. Despite a lack of CD45, the Csk inhibitor caused robust protein tyrosine phosphorylation.

Fig. 2 Csk inhibition activates Lck in the absence of CD45.

(A) Cells were stimulated for 2 min by either anti-TCR cross-linking or Csk inhibition (5 μM 3-IB-PP1), and lysates were analyzed by immunoblot. Total protein tyrosine phosphorylation was assessed, and the mobilities of specific proteins are denoted. (B) Phosphorylation of specific regulatory sites was assessed using site-specific antibodies. Data are representative of three independent experiments. GAPDH, glyceraldehyde-3-phosphate dehydrogenase.

We next monitored phosphorylation of specific signaling effectors as a readout of their activation status (Fig. 2B). When CD45 is present, TCR stimulation causes robust phosphorylation of the ζ-chain, Zap70, linker of activated T cells (LAT), and extracellular signal–regulated kinase (ERK). We also assessed Lck activation by monitoring Lck regulatory site phosphorylation, and these were not substantially affected by TCR stimulation. Because CD45 activates Lck, its loss causes hyperphosphorylation of the inhibitory C-terminal tail (Tyr505) of Lck, which reduces active Lck amounts and can be read out by decreased Lck autophosphorylation (Tyr394). Upon TCR stimulation, cells deficient for CD45 display impaired phosphorylation of the ζ-chain, Zap70, and LAT. Therefore, TCR stimulation causes signaling when CD45 is present, and signaling is attenuated when CD45 is absent because of reduced active Lck amounts.

We contrasted signaling that occurs upon TCR stimulation with that initiated by acute Csk inhibition. When CD45 is present, Csk inhibition causes increased Lck activation and a corresponding decrease in phosphorylation of the inhibitory C-terminal tail. Because the amount of active Lck is increased, its substrates the ζ-chain and Zap70 are phosphorylated. In contrast, in resting CD45-deficient cells, the inhibitory C-terminal tail of Lck is hyperphosphorylated and its activation loop is predominately unphosphorylated, indicating that it is mostly autoinhibited. Unexpectedly, Csk inhibition causes a marked increase in Lck autophosphorylation and therefore active Lck amounts, despite no appreciable dephosphorylation of the inhibitory C-terminal tail. When Lck is doubly phosphorylated on both its inhibitory C-terminal tail (Tyr505) and its activation loop (Tyr394), it is active (19, 24). In this way, inhibition of Csk could allow some activation of Lck despite the loss of CD45 if a very small pool of Lck was transiently in the open conformation due to the inefficient actions of other transmembrane or cytoplasmic PTPs. Consistent with this reasoning, we observed robust phosphorylation of the ζ-chain and Zap70. Phosphorylation of the ζ-chain appeared increased when Lck was activated in the absence of CD45.

CD45 suppresses ζ-chain phosphorylation

To better understand the role of CD45 in Lck activation, we evaluated the effects of the extent of Csk inhibition. We found that higher doses of Csk inhibitor were required to activate Lck in CD45-deficient cells, consistent with CD45 facilitating Lck activation (Fig. 3A and fig. S2A). In the absence of CD45, no appreciable change to phosphorylation of the inhibitory C-terminal tail (Tyr505) could be detected (Fig. 3A). However, in the absence of CD45, a small reduction in Tyr505 by other PTPs could facilitate Lck activation through trans-autophosphorylation of the activation loop (19, 24). Consistent with this reasoning, the extent of ζ-chain phosphorylation was markedly increased (fourfold) when Lck was activated in the absence of CD45 (Fig. 3, A and B). We also noted that in the absence of CD45, a more abrupt change in Lck activation occurred with higher concentrations of Csk inhibitor (fig. S2A). The extent of Lck activity was confirmed using Lck isolated from cellular extracts (fig. S2B). Because changes in Lck activity affect ζ-chain phosphorylation, and both appear to be regulated by CD45, a computational model was constructed to explore these complex behaviors.

Fig. 3 CD45 suppresses ζ-chain phosphorylation.

(A and B) Cells were treated with decreasing amounts of Csk inhibitor, and protein phosphorylation was assessed after 2 min by immunoblot, represented in (A) and quantified in (B). Protein phosphorylation was normalized to total protein. Data were pooled from three independent experiments (n = 3). Error bars represent the means ± SEM and *P < 0.05, **P < 0.01, ***P < 0.001 [two-way analysis of variance (ANOVA) Bonferroni multiple comparisons test]. AU, arbitrary units. (C) Reaction network that describes Lck in its active (“A”), basal (“B”), inactive (“I”), and doubly phosphorylated state (“W”); “D” is CD45, and “C” is Csk; “X” and “Y” are phosphatases whose identities were explored. (D) Computational model to assess PTP activities affecting Lck sites. (E) Computational model to evaluate effects of CD45 on ζ-chain phosphorylation. (F) Cells were treated with either DMSO control (−) or Csk inhibitor (5 μM) for 0.5 min. To assess the extent of phosphorylation cells were treated with Csk inhibitor alone (+). After Lck activation with Csk inhibitor, PP2 (25 μM) was added to block Lck activity, and dephosphorylation was assessed over time by immunoblot. Data are representative of two independent experiments.

Our model considers phosphorylation of regulatory sites within Lck because these sites control its activity. To deactivate Lck, the C-terminal tail of Lck (Tyr505) is phosphorylated by Csk, and CD45 reverses this modification. Dephosphorylation of Lck Tyr505 by CD45 results in a basally active unphosphorylated state. When trans-autophosphorylation of Tyr394 within the activation loop occurs in the basal state (pTyr394), it becomes fully active. Our model considers the doubly phosphorylated form of Lck (pTyr394/pTyr505) because it is reported to have similar activity to basally active Lck (19, 24). Thus, in the computational model, there are four possible states for Lck: activated, A (pTyr394, Tyr505); basal state, B (Tyr394/Tyr505); doubly phosphorylated, W (pTyr394/pTyr505); and inactive, I (Tyr394, pTyr505).

A reaction network was constructed to compute changes in Lck and ζ-chain phosphorylation as Csk activity is reduced (Fig. 3C). The kinetic processes within the reaction network were described mathematically using mass action kinetics, and the resulting differential equations were solved (text S1). We considered different identities for the phosphatase (denoted X) that predominately acts on the activation loop of Lck. Using our model, we evaluated whether our experimental findings were best recapitulated with X being CD45 or another phosphatase. We found that our model best recapitulated the experimental changes in Lck autophosphorylation if the identity of X is CD45, consistent with previous findings (Fig. 3D) (24, 40).

We next computationally evaluated the consequences of Lck activation on ζ-chain phosphorylation. Two states for ζ-chain Tyr142 were designated: ζ0 (unphosphorylated) and ζp (phosphorylated). Within our model, the ζ-chain is dephosphorylated by phosphatase(s) that we label Y. Our calculations explored three scenarios to evaluate whether our experimental data are consistent with Y being: (i) CD45, (ii) another unknown phosphatase, or (iii) CD45 and another phosphatase, which both act on ζ (Fig. 3E). Our model predicts that if CD45 is the only phosphatase that acts on the ζ-chain, then active ζ-chain should be higher in CD45-deficient cells at all levels of Csk activity because of the loss-negative regulation. Alternatively, if ζ is not a substrate for CD45, and Y is an unknown phosphatase, then ζ-chain phosphorylation is predicted to be lower in CD45-deficient cells at all levels of Csk activity because CD45-mediated activation of Lck is lost whereas the capacity to dephosphorylate ζ is unaffected. Only in the case where CD45 and another phosphatase both act on ζ do the computational results mirror our experimental findings. Within this scenario, in CD45-deficient cells, a transition occurs where ζ phosphorylation is lower at high levels of Csk activity, and as Csk activity is reduced, ζ phosphorylation becomes higher. Such a transition occurs because at high levels of Csk activity, only a small amount of Lck is active, and therefore, ζ-chain phosphorylation is low and another phosphatase is present to act on ζ. When Csk activity is reduced, the amount of active Lck is increased and ζ-chain phosphorylation is also increased because CD45 is absent. Therefore, our experimental findings and computational analysis reveal that both CD45 and an unknown phosphatase regulate ζ-chain phosphorylation.

To further evaluate suppression of ζ-chain phosphorylation by CD45 experimentally, we inhibited Csk to phosphorylate the ζ-chain and then inhibited Lck. We monitored Lck and ζ-chain dephosphorylation and found that activation loop (Tyr394) phosphorylation was rapidly diminished after Lck inhibition. Despite the loss of Lck autophosphorylation, ζ-chain phosphorylation was dephosphorylated very slowly in the absence of CD45, implicating the importance of CD45 in ζ-chain dephosphorylation but also implicating another PTP (Fig. 3F).

Titration of CD45 expression unmasks opposing regulatory roles

Having found that CD45 can affect dephosphorylation of both Lck and ζ, we explored a more downstream readout of TCR signaling, Erk phosphorylation (Fig. 4A). We reasoned that Erk would provide an integrated readout of the influence of CD45 on TCR signaling. We therefore assessed the proportion of phospho-ERK–positive cells in response to Csk inhibition. We found that in the presence or absence of CD45, at high levels of Csk inhibition, cells were phospho-ERK positive. However, as Csk inhibition was reduced, the proportion of cells that became phospho-ERK positive drastically declined in the absence of CD45. It is apparent that more graded activation of signaling occurs in the presence of CD45. In contrast, in the absence of CD45, switch-like or cooperative signaling occurs (Hill coefficient nH = 4.9) (Fig. 4B).

Fig. 4 Titration of CD45 expression unmasks opposing regulatory roles.

(A) Revised model where CD45 acts to both activate Lck kinase but also dephosphorylate its substrate, the TCR complex. (B) The proportion of phospho-ERK positive cells was quantified as an integrated readout of TCR signaling by flow cytometry using a range of Csk inhibition. Error bars represent the means ± SEM (N = 3) and *P < 0.05, **P < 0.01, ***P < 0.001 (two-way ANOVA Bonferroni multiple comparisons test). (C) CD45-deficient cells (J.CskAS/CD45) were transfected with CD45 to generate a broad range of CD45 expression levels. Cells were then treated with Csk inhibitor and assessed by flow cytometry. (D) Analysis of cells with high and low CD45 levels treated with 5 μM Csk inhibitor (3-IB-PP1) for 2 min using phospho-ERK as a readout. The percentage of phospho-ERK–positive cells was plotted as a moving average versus CD45 levels over a range of inhibitor concentrations. (E) To assess sustained signaling, cells were treated with Csk inhibitor for 16 hours. The percentage of activated (CD69-positive) cells was plotted as a moving average versus CD45 levels. For (D) and (E), the far-right panel depicts an overlay of results obtained with different Csk inhibitor concentrations. The black bar denotes approximate WT level of CD45. Histograms can be found in the Supplementary Materials. All data are representative of three independent experiments.

Because reducing CD45 levels influenced both Lck activation and signaling, we sought to unmask regulatory trends by surveying a broad range of CD45 levels. We therefore titrated CD45 expression and assessed sensitivity to Csk inhibition. We used single-cell analysis to monitor the amount of CD45 on a cell and its response to Csk inhibition. Specifically, CD45-deficient cells (J.CskAS/CD45) were reconstituted with CD45 to generate a diverse expression profile. The proportion of phospho-ERK–positive cells provided a readout of TCR signaling, which was plotted as a moving average versus CD45 levels (Fig. 4C). When CD45 was greatly diminished or absent, we again observed all-or-none activation, where high levels of Csk inhibition caused signaling and low levels did not (Fig. 4D and fig. S3, A and B). However, as CD45 levels increased to an intermediate amount, hypersensitivity to Csk inhibition occurred. Within this range of CD45, even small amounts of Csk inhibition cause signaling. Last, when CD45 is very abundant, signaling was suppressed even at the highest level of Csk inhibition.

Erk phosphorylation occurs rapidly, so we also evaluated a readout of sustained signaling, CD69 up-regulation. We performed similar single-cell analysis using CD45-deficient cells reconstituted with variable levels of CD45. Cells were then cultured in the presence of Csk inhibitor for 16 hours, and up-regulation of CD69 was assessed. The obtained activation profile was qualitatively similar to that observed using phospho-ERK as a readout (Fig. 4E and fig. S3C). Specifically, upon Csk inhibition, cells displayed a more switch-like response in the absence of CD45, intermediate CD45 levels caused hypersensitivity, and high amounts of CD45 suppressed signaling. Overall, our findings indicate that changes in CD45 activity can cause divergent responses to Csk inhibition that range from hypersensitivity to suppression of activation.

Mice that express a CD45 variant (LL) that results in reduced levels of CD45 [~10 to 14% of wild-type (WT)] were anticipated to be hyperresponsive to Csk inhibition, much as immature thymocytes from the LL mice have been shown to be hyperresponsive to TCR stimulation. We therefore crossed CD45-low (LL) mice to incorporate the CskAS allele (30). Consistent with increased reactivity, we found that CD8+ T cells isolated from mice with low CD45 had reduced TCR levels and an increased proportion of memory T cells, which are hallmarks of chronic stimulation (fig. S4, A to C). CD8+ T cells were isolated and treated with Csk inhibitor at different concentrations. Csk inhibition caused an increase in ζ-chain phosphorylation in mice with WT or reduced CD45 levels (fig. S4D). However, the extent of ζ-chain phosphorylation in CD45-low mice did not reach that of WT, perhaps because of chronic TCR stimulation and down-regulation of the TCR in vivo. Despite a lower extent of ζ-chain phosphorylation, CD45-low mice display increased Zap70 activation and LAT phosphorylation, as well as increased global protein tyrosine phosphorylation. Not seen in CD45 null Jurkat cells, the phosphorylation of Lck Tyr505 decreased at high levels of Csk inhibition, perhaps reflective of the action of the low level of CD45 in these cells (Fig. 3A and fig. S4D).

CD45 enables graded signaling outputs

Because changes in CD45 expression affect sensitivity to Csk inhibition (Fig. 4D and fig. S2A), CD45 appears necessary to maintain a basally active pool of Lck while suppressing antigen-independent signals. To further evaluate this model, the TCR was stimulated while Csk was inhibited. We reasoned that loss of CD45 would narrow the range of TCR stimuli to which cells could respond. We treated cells with differing concentrations of stimulatory anti-CD3 antibody and Csk inhibitor and assessed ERK phosphorylation (Fig. 5A). In the presence of CD45, Csk inhibition causes an incremental increase in the proportion of phospho-ERK–positive cells. Despite this basal increase, except at the highest levels of Csk inhibition, TCR stimulation further increases the proportion of phospho-ERK–positive cells. In contrast, CD45-deficient cells were markedly less responsive to TCR stimulation. At higher levels of Csk inhibition, cells were predominately activated and therefore could not respond to further stimuli, and when Csk inhibition is decreased, CD45-deficient cells respond only weakly to TCR stimulation.

Fig. 5 CD45 is necessary for regulatable activation of Lck and TCR responsiveness.

(A) The amount of active Lck was perturbed through Csk inhibition of cells that were CD45 positive (left) and CD45 negative (right) in combination with TCR stimulation using anti-CD3 cross-linking. Signaling was assessed by monitoring the proportion of phospho-ERK–positive cells. Error bars represent the means ± SEM of four independent experiments (N = 4). (B) A computational model was generated to evaluate the effects of CD45 on the SOS/RAS/ERK pathway.

To better understand ERK activation in the absence of CD45, we constructed a computational model. We previously reported that Ras/SOS/ERK pathway behavior in T cells can be recapitulated computationally (41). Positive feedback mediated by SOS-catalyzed Ras activation creates a digital response (i.e., within a given cell, ERK is either activated or not). Using this model, we sought to explore how changes in Lck activity and ζ-chain phosphorylation that occur in the presence or absence of CD45 affect ERK activation (Fig. 5B). We therefore incorporated the Csk/CD45 regulatory axis into a simplified model of ERK activation. Within our model, we considered the amount of active Lck as a proxy for TCR input or stimulation level. We found that our experimental observations could be broadly recapitulated by considering a linear relationship between the amount of phosphorylated ζ-chain and active SOS. The increased sensitivity of CD45-sufficient cells can be attributed to the role of CD45 in activating Lck. When cells are CD45 deficient, low basally active Lck amounts propagate through the system. These findings highlight the importance of the positive regulatory role of CD45 upon Lck activation at high levels of Csk activity and of its negative regulatory roles, such as ζ-chain dephosphorylation, at low levels Csk activity. These roles underlie the experimental changes in Erk activation, which occur as CD45 levels are altered (Fig. 4D). Using the model described above, our calculations recapitulate the nonmonotonic dependence of ERK activation on the level of CD45 (text S1).

CD45 is required for antigen affinity discrimination

High levels of CD45 suppress antigen-independent signals (Fig. 4). We therefore sought to evaluate whether antigen-dependent signals were affected similarly. Antigen-dependent signaling was tuned using peptide antigens that bind the TCR with differing affinities (Fig. 1). We used Jurkat T cells that were engineered to express the OT1 TCR transgene and CD8 co-receptor. Jurkat OT1+ CD8+ (J.OT1) cells were used to generate a CD45-deficient variant (J.OT1/CD45) (Fig. 6A and fig. S5, A to C) (42). Similar to primary T cells, J.OT1 cells display a graded response to APCs, displaying altered peptide ligands (Fig. 6B). The high-affinity OVA epitope elicited robust activation as read out by CD69 up-regulation. In contrast, the low-affinity antigen resulted in only weak activation. When compared to CD45-deficient cells, however, only the highest affinity OVA antigen was able to elicit partial activation. Even when no peptide is present, an increased proportion of activated cells is observed when CD45 is reduced, which is consistent with CD45 suppressing weak signals that occur in the absence of cognate antigen in cells where Lck is active. Consistent with the ability of high-affinity antigens to elicit activation, we observed surfaces coated with immobilized high-affinity OVA pMHC or anti-TCR–facilitated robust cell spreading when a synapse is formed with the surface (fig. S6, A and B). In contrast, surfaces displaying lower-affinity peptide displayed reduced spreading. The capacity of CD45-deficient cells to form a synapse was reduced, particularly in response to lower-affinity antigen (fig. S6, A and B).

Fig. 6 CD45 is required for affinity discrimination of antigen.

(A) Jurkat T cells were engineered to express the OT1 TCR transgene and the CD8 co-receptor (J.OT1). CD45 was deleted from J.OT1 cells using CRISPR-Cas9 (J.OT1/CD45). (B) Cells were cocultured with T2-Kb APCs pulsed with the indicated peptide antigens (0.05 nM), and up-regulation of CD69 was assessed as a readout of T cell activation. Error bars represent the means ± SEM (N = 3) and **P < 0.01, ***P < 0.001 (two-way ANOVA Bonferroni multiple comparisons test). (C to F) CD45-deficient cells (J.OT1/CD45) were transiently transfected with CD45 to generate a broad range of CD45 levels. Cells were then cocultured with T2-Kb cells and peptide antigen for 16 hours. The percentage of CD69-positive cells was plotted as a moving average versus CD45 expression levels. Differing concentrations of OVA peptide (C) and overlay of OVA concentrations on a log scale (left) or linear (right) axis (D). Black bar denotes approximate WT level of CD45. (E) Altered peptide ligands at a fixed concentration (50 nM) and (F) overlay of altered peptide ligands on a log scale (left) or linear (right) axis. Black bar denotes approximate WT level of CD45. Histograms can be found in the Supplementary Materials. All data are representative of three independent experiments.

We next reconstituted CD45-deficient cells to generate a range of CD45 levels. Activation of single cells was monitored as a function of CD45 level in response to differing doses of the OVA peptide (Fig. 6, C and D, and fig. S7A). At low levels of CD45, cells were less responsive to antigen, particularly as the antigen concentration was reduced. At intermediate levels of CD45 expression, cells were increasingly sensitive with substantial activation even when antigen was greatly reduced or absent. In contrast to Csk inhibition, we observed that the high-affinity OVA peptide could cause robust activation even at high levels of CD45. To expand this finding, we assessed variants of the OVA peptide that bind with reduced affinity (Fig. 6, E and F, and fig. S7, B and C). At high levels of CD45, the proportion of cells that became activated declined as antigen affinity was decreased.


T cells can distinguish between antigens of differing affinities (35, 43, 44). Recent efforts have revealed that not only the affinity of the TCR:pMHC interaction is critical but also its strength under exerted force (4549). How TCR signaling events enforce antigen discrimination remains unclear. The kinetic proofreading model proposes that once initiated, signaling must accumulate to a point of commitment before dissociation of the TCR from pMHC (50, 51). An expanded kinetic proofreading model has found recruitment of active Lck and co-receptor to the TCR:pMHC to be critical for this process (31, 49). Studies have implicated active Lck abundance in setting a threshold for T cell activation (21, 22, 52). We demonstrate using two readouts of T cell activation that increasing active Lck amounts potentiate responses to low-affinity antigens, and conversely, the response to these weak antigens is attenuated when active Lck is reduced. In contrast to low-affinity antigens, high-affinity antigens are less sensitive to changes in the abundance of active Lck. Although we focus predominately on Lck, T cells also have another less abundant SFK, Fyn (23, 53). Fyn is dispensable for T cell development but is reported to contribute to antigen recognition in the periphery (52, 54). Overall, our findings are consistent with Csk repressing active SFK amounts to set a threshold for T cell activation.

Because Csk-mediated inhibition of Lck is opposed by CD45, we investigated the contributions of both regulators simultaneously using intact cells. We found that inhibition of Csk could activate Lck in the absence of CD45 despite no appreciable dephosphorylation of the inhibitory C-terminal tail (Tyr505). Because a greater extent of Csk inhibition is required when CD45 is absent, we speculate that another phosphatase may weakly act on this site, and when Csk activity is abolished, Lck trans-autophosphorylation can occur independently of CD45. Phosphorylation of Lck (Tyr394) has been demonstrated to activate the kinase even when its inhibitory C-terminal tail remains phosphorylated (19, 24). Activation of Lck in this way allowed us to assess the role of CD45. Our findings indicate that CD45 acts on multiple substrates, facilitating Lck activation while also suppressing phosphorylation of its substrate, the ζ-chain. Computational modeling of our Csk inhibition results confirm that suppression of ζ-chain phosphorylation is recapitulated only if ζ is a CD45 substrate. Our computational analysis also implicates an additional phosphatase, which can dephosphorylate the ζ-chain because deletion of CD45 would otherwise be predicted to cause constitutive ζ-chain phosphorylation. The contribution of an additional phosphatase to suppression of TCR signaling is consistent with roles attributed to phosphatases, including SHP1, PTPN22, and others, thought to be important for regulating T cell reactivity in the periphery (5, 55, 56). Here and in previous reports, when CD45 was reduced but not absent, cells became hyperresponsive to stimuli (30). Consistent with increased reactivity, T cells that we isolated from mice with low levels of CD45 displayed hallmarks of chronic stimulation: reduced TCR and a higher proportion of memory T cells. Together, these observations suggest that numerous adaptations can occur in the periphery to suppress TCR signaling when CD45 is reduced, which could affect ζ-chain phosphorylation.

Because CD45 acts on ζ, Lck, and potentially additional substrates, we altered Csk and CD45 activity and assessed an integrated readout of TCR signaling (Erk phosphorylation). Critical features of CD45-mediated regulation emerged as follows: (i) a switch-like response in its absence, (ii) hypersensitivity to changes in Csk activity at reduced CD45 levels, and (iii) suppression at high levels of CD45. These findings reveal a marked interdependence between CD45-mediated activation of Lck and suppression of TCR signaling. Our findings highlight how quantitative manipulation of Csk and CD45 activities can achieve distinct signaling behaviors. We also found that CD45 was required for TCR agonist-induced signaling. Our findings were modeled computationally and reveal that CD45 is required to suppress ζ-chain phosphorylation when Csk activity is low. Specifically, when CD45 is absent, and Csk activity is reduced to activate Lck, the loss of ζ-chain suppression causes cells to signal in the absence of TCR stimuli, rendering them unresponsive to further TCR stimuli. Therefore, CD45 is required for inducible signaling because it provides for a regulatable pool of basally active Lck while suppressing phosphorylation of its substrate, the ζ-chain, until TCR stimuli are encountered. In vitro analyses of CD45 have generally emphasized its negative regulatory role (ζ-chain dephosphorylation). However, our findings reveal the importance of CD45 in maintaining a regulatable pool of active Lck. Loss of Lck regulation, for example, in CD45-deficient or CD45-low mice and cells, affects the capacity of T cells to properly discern antigen strength. In this way, the capacity of a T cell to initiate signals that correspond to the appropriate cellular response is disrupted. Moreover, feedback mechanisms that tune TCR signaling have been implicated in regulating active Lck amounts. For example, Csk resides within the cytoplasm unless it is recruited to the plasma membrane where it can inhibit Lck. Recruitment of Csk is mediated by phosphorylated adaptor proteins, such as PAG (57, 58). In addition, a Zap70-dependent negative regulatory loop is thought to phosphorylate a conserved site (Tyr192) within the SH2 domain of Lck (59, 60). Modification of Tyr192 disrupts the ability of CD45 to interact with Lck and dephosphorylate its inhibitory C-terminal tail (59). Such negative feedback mechanisms highlight the capacity of a T cell to tune its basal pool of active Lck. It is anticipated that tuning Lck activity is important for T cells to generate graded signaling outputs that ultimately influence cellular programs (5, 6163).

CD45 has been previously reported to suppress T cell activation because it is excluded from the TCR as a synapse is formed between a T cell and an APC-bearing cognate antigen. Within the synapse, many proteins are redistributed within the plasma membrane of the T cell. Over time, the TCR becomes concentrated at the center of the synapse, whereas CD45 is excluded (27). Because CD45 is excluded, it has been proposed that the segregation of CD45 itself may be sufficient to initiate TCR signaling (26). However, studies using tethered antibodies that bind to the TCR with high affinity indicate that exclusion of CD45 is not a strict requirement (64). Additional studies have reported that the T cell:APC synapse also functions as a site of sustained signaling and receptor down-regulation upon strong stimulation (65, 66). We did not investigate whether the exclusion of CD45 initiates TCR signaling; however, we found that high-affinity antigens can overcome suppression that occurs at high levels of CD45 expression. In contrast, low-affinity antigens and antigen-independent signaling (Csk inhibition) are suppressed by CD45. Our findings appear consistent with the T cell:APC synapse, facilitating sustained signaling. Specifically, we anticipate that sustained signaling over time through a synapse could overcome CD45-mediated suppression through exclusion of CD45 and/or the local concentration of signaling components. This would not occur during antigen-independent signaling (Csk inhibition).

Overall our findings reveal that CD45 acts as a signaling gatekeeper in T cells because it enables a regulatable pool of basally active Lck while suppressing weak or spurious TCR signaling. We anticipate that CD45 could fulfill a similar role in other immune cells having ITAM receptors, and by extension, other receptor-mediated signaling pathways having RT-PTPs.



All mice were bred and maintained on the C57BL/6 genetic background. For experiments, mice were used at between 6 and 12 weeks of age. All animals were housed in a specific pathogen–free facility at University of California, San Francisco (UCSF) and were treated according to protocols that were approved by UCSF animal care ethics and veterinary committees and are in accordance with National Institutes of Health (NIH) guidelines. The OT1 TCR transgene was crossed to CskAS transgenic and Nur77-GFP reporter mice (33, 67). The lightning allele (LL or CD45-low) was similarly crossed to mice harboring the CskAS transgene (30). To assess cell populations, spleen and lymph nodes were isolated from mice, and organs were dissociated in complete medium [RPMI supplemented with 10% fetal bovine serum (FBS), 2 mM glutamine, nonessential amino acids (Gibco), penicillin and streptomycin (Gibco), 1 mM sodium pyruvate, 50 μM 2-mercaptoethanol, and 10 mM Hepes]. Red blood cells were removed using ammonium-chloride-potassium (ACK) lysis. Cells were washed and resuspended in fluorescence-activated cell sorting (FACS) buffer [phosphate-buffered saline (PBS) supplemented with 2% FBS and 2 mM EDTA] and stained using fluorescently labeled antibodies. Cells were analyzed using a BD Fortessa, and quantification was carried out using FlowJo software.


A table of antibodies used in this study can be found in table S1.

Cell lines

Jurkat T cell lines were maintained by the Weiss laboratory and are routinely analyzed for the expression of CD3 or TCRβ and other surface markers by flow cytometry. Cells were maintained in a tissue culture incubator at 37°C with 5% CO2 in culture medium (RPMI supplemented with 10% FBS and 2 mM glutamine). Jurkat variants deficient for specific proteins of interest were generated using CRISPR-Cas9–targeted gene deletion. J.CskAS (B2C9-26) and J.CskAS/CD45 (C14) were maintained in medium supplemented with blasticidin (10 μg/ml).


CD45-deficient cell lines were generated using the pX330 vector (38) and guide RNAs targeting CD45 (59). The pX330 vector was introduced using electroporation and cultured for ~4 days. Cells were stained for surface CD45, and cells with low CD45 expression were sorted into 96-well plates using a BD FACSAria. Cells were expanded and analyzed for CD45 expression using flow cytometry and immunoblot to confirm CD45-deficient clones. Mutations to PTPRC, which encodes CD45, were confirmed by sequencing. The target site was amplified by polymerase chain reaction using genomic DNA isolated from cell lines and cloned into a Topo vector. Cell lines that were reconstituted with CskAS were confirmed by immunoblot using anti-Csk and anti-Myc tag antibodies.


DNA constructs were introduced into Jurkat T cell lines using a Bio-Rad Gene Pulser Xcell. Cells were washed and resuspended with RPMI medium. Four hundred microliters of cells (15 × 106 total cells) were added to a 0.4-cm cuvette. Typically, 10 μg of DNA was added and cells were electroporated (260 V, 1250 μF). Immediately after electroporation, cells were recovered into prewarmed culture medium and incubated at 37°C for 48 hours. For transient expression of CD45, cells were electroporated with a pEF CD45RO construct. For stable reconstitution, cells were electroporated with pEF CskAS and recovered for 48 hours. Stable clones were isolated using limiting dilution. Cells were diluted and cultured in selective medium containing blasticidin (10 μg/ml) in 96-well plates. After ~3 weeks, clones were assessed for Csk expression using immunoblot and expanded further.


Jurkat T cells were rinsed with RPMI and resuspended at 5 × 106 cells/ml and rested for 15 min at 37°C. Cells were treated with anti-TCR antibody (C305, 0.85 μg/ml) or CskAS inhibitor 3-IB-PP1 (provided by the Shokat laboratory), PP2 (Tocris), or dimethyl sulfoxide (DMSO). Cells were then lysed through addition of lysis buffer containing a final concentration of the following: 1% NP-40, NaVO4 (2 mM), NaF (10 mM), EDTA (5 mM), phenylmethylsulfonyl fluoride (2 mM), aprotinin (10 μg/ml), pepstatin (1 μg/ml), leupeptin (1 μg/ml), and PP2 (25 μM). Lysates were placed on ice, and debris were pelleted at 13,000g. Primary T cells were resuspended at 20 to 40 × 106 cells/ml and lysed using 6× SDS–polyacrylamide gel electrophoresis sample buffer. DNA was pelleted in an ultracentrifuge at 70,000 rpm. Supernatants were run on 4 to 12% NuPage or 10% bis-tris gels and transferred to polyvinylidene difluoride membranes. Membranes were incubated with blocking buffer [2% bovine serum albumin tris-buffered saline with 0.1% Tween-20 (TBS-T)] and then probed with primary antibodies overnight at 4°C. The following day, blots were rinsed and incubated with horseradish peroxidase–conjugated secondary antibodies (diluted 1:5000). All antibodies used for immunoblotting were diluted 1:2000 in blocking buffer unless otherwise stated. Blots were detected using chemiluminescent substrate and a ChemiDoc (Bio-Rad) or iBright (Invitrogen) imaging system. Phosphorylation was assessed at 2 min after acute treatment with inhibitor or anti-TCR stimulation unless otherwise stated. Quantification was performed using Image Lab or iBright analysis software.

OT1 coculture

Cells were isolated from the spleen and lymph node. CD8+ OT1 T cells were purified by negative selection using biotinylated antibodies and magnetic beads as previously described (68). Splenocytes were used as APCs and were isolated from T cell–deficient mice (Cα−/− or Zap70−/−). Before culture, red blood cells removed using ACK lysis. Splenocytes were incubated with peptide antigens for 1 hour at 37°C. Small-molecule inhibitors (3-IB-PP1 or PP2) or DMSO control were then added followed immediately by OT1 T cells at a ratio of 5:1 (APC:T cell). Cells were cultured overnight at 37°C for a total of 16 hours and placed on ice before staining for CD69 and other surface markers (CD19/B220, CD8α, TCRβ, or Vα2) using an antibody dilution of 1:200 in FACS buffer and Fc blocking antibody (2.4G2) at 1:1000. Up-regulation of CD69 or Nur77-GFP was assessed by flow cytometry using a BD Fortessa and quantified using FlowJo software. The OVA peptide (SIINFEKL), its variants (Q4R7, T4, Q4H7, and G4), and the VSV peptide were synthesized by GenScript.

J.OT1 coculture

J.OT1 activation assays were performed similarly to primary CD8+ OT1 T cell cocultures. J.OT1 cells (5 × 104) were combined with T2-Kb cells (APCs) that had been incubated with peptide antigen for 1 hour at a ratio of 3:1 (APC:J.OT1). Cells were cultured for 16 hours and then placed on ice and stained for CD69 (1:200 in FACS buffer). CD69 up-regulation was assessed by flow cytometry using a BD Fortessa and quantified using FlowJo software.

Phospho-ERK staining

Cells were stimulated in RPMI and fixed by adding 4% formaldehyde PBS (1:1) and incubating for 12 min at room temperature. Cells were pelleted and rinsed with FACS buffer (PBS supplemented with 2% FBS and 2 mM EDTA). Cells were then placed on ice and ice-cold 90% methanol added to permeabilize the cells for 45 min. Cells were then rinsed three times with FACS buffer and resuspended in staining solution (anti–phospho-ERK 1:100 in FACS buffer). Cells were stained for either 1 hour at room temperature or overnight at 4°C. Cells were rinsed three times and stained with anti-rabbit PE (R-phycoerythrin) antibody and anti-CD45 AF647 antibody (1:100 in FACS buffer) for 45 min at room temperature. Cells were rinsed two times and analyzed by flow cytometry using a BD Fortessa and quantification performed using FlowJo software. For Csk inhibitor dose-response curves, data were fit using agonist versus response with variable slope in GraphPad Prism.

Single-cell analysis

FACS data were exported from FlowJo in CSV format and analyzed with R Studio using the Zoo package. The proportion of phospho-ERK– or CD69-positive cells was calculated as a moving average. Graphs were generated using GraphPad Prism software.

In vitro kinase assay

Cells were washed and resuspended in RPMI. Cells were incubated at 37°C for 10 to 15 min before treatment with inhibitors (25 or 5 μM 3-IP-PP1) for 1 min. Cells were lysed by adding concentrated lysis buffer to a final concentration of the following: 1% NP-40, NaVO4 (2 mM), NaF (10 mM), EDTA (5 mM), and HALT protease inhibitor cocktail (Invitrogen). Samples were vortexed briefly and placed on ice for 10 min and then centrifuged to pellet debris. Anti-Lck beads [25 μl per immunoprecipitation (IP)] were added and mixed for 1.5 hours at 4°C. Beads were rinsed with ice-cold lysis buffer twice followed by kinase buffer [50 mM Hepes (pH 7.0), 2 mM dithiothreitol, 5 mM MgCl2, 0.2 mM NaVO4, and 0.5 mM β-glycerophosphate]. Beads were resuspended in 60 μl of kinase buffer containing substrate [1 μg of glutathione S-transferase (GST) CD3 ζ, Sino Biological] and adenosine 5′-triphosphate added to 0.2 mM. Samples were incubated with agitation at 25°C for 5 min and placed on ice. Supernatant containing substrate was collected. Phosphorylation status of substrate (GST CD3 ζ) and immunoprecipitated Lck were assessed by immunoblot.

Anti-Lck resin

Protein G Dynabeads (1 ml, Invitrogen) were washed and incubated with 200 μg of anti-Lck (1F6) in binding buffer (sodium borate, pH 9) for 1 hour at room temperature. Beads were rinsed and resuspended in 10 ml of binding buffer. Dimethyl pimelimidate (DMP) (50 mg) was added and mixed for 30 min. Beads were rinsed and resuspended in 0.1 M ethanolamine (pH 8) and incubated for 30 min. Unconjugated antibody was released by washing with 0.1 M glycine (pH 3). Beads were washed twice with tris-buffered saline (TBS, pH 7.4). Beads were resuspended in 1 ml of TBS and stored at 4°C.


Glass surfaces were coated with either stimulatory antibody (C305) or streptavidin (SA). Surfaces were then washed, and biotinylated monomeric pMHC complexes were incubated with streptavidin surfaces to immobilize them. Surfaces were then washed and used for antigen presentation. To assess synapse formation, J.OT1 cells were dropped onto cover glass coated with various stimulatory reagents for 30 min at 37°C. Cells were subsequently fixed with 4% paraformaldehyde. After fixation, the cell membrane was stained using either AF-594 anti–human-CD45 (Biolegend) or AF-594 wheat germ agglutinin (Thermo Fisher Scientific). Fixed immunological synapses formed on glass surfaces were imaged with the Nikon Ti Microscope using total internal reflection fluorescence microscopy at the UCSF Nikon Imaging Center. The areas of synapses were processed and quantified using ImageJ software. The pMHC complexes were provided by the Palmer laboratory and the NIH tetramer core.


Text S1. Details of the computational model.

Fig. S1. Csk analog–sensitive Jurkat T cell characterization.

Fig. S2. Effects of Csk inhibition on CD45-deficient Jurkat T cells.

Fig. S3. FACS analysis of Csk inhibition.

Fig. S4. CD45-low (LL) mice have increased memory CD8+ T cells and lower TCR levels.

Fig. S5. OT1 Jurkat T cells.

Fig. S6. Contact area is influenced by antigen affinity and CD45.

Fig. S7. FACS analysis of J.OT1/CD45 cells.

Table S1. Antibodies.


Acknowledgments: We thank the Shokat laboratory at UCSF for providing the 3-IB-PP1 compound, the Palmer laboratory at the University of Basel, and the NIH tetramer core for providing pMHC. We thank B. Au-Yeung and E. Jutkiewicz for providing feedback on the manuscript. Microscopy was conducted at the UCSF Nikon Imaging Center, and cell sorting was carried out using the flow cytometry core at UCSF. We thank A. Roque for assisting with animal husbandry. Funding: A.H.C. was supported by a Robertson Foundation/Cancer Research Institute fellowship. G.G. was supported by the doctoral training program GRK1660 from the German Research Foundation (DFG). This work was supported, in part, by the Howard Hughes Medical Institute, the NIH, NIAID PO1 AI091580 (A.W. and A.K.C.), and the Czech Science Foundation, 16-09208Y (O.S.). Author contributions: A.H.C., A.A.S., W.L., A.K.C., and A.W. contributed to experimental design. A.H.C., W.L., and G.G. carried out experiments. A.A.S. and A.K.C. developed computational models. V.H. and O.S. developed the J.OT1 cell line. W.-L.L. contributed reagents. M.M. and S.Y. provided technical assistance. The manuscript was written and edited by A.H.C., A.A.S., A.K.C., and A.W. All authors reviewed the manuscript. Competing interests: The authors declare that they have no competing interests. Data and materials availability: All data needed to evaluate the conclusions in the paper are present in the paper or the Supplementary Materials.
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