Abstract
Metazoans relegate specific tasks to dedicated organs that are established early in development, occupy discrete anatomic locations, and typically remain fixed in size. The adult immune system arises from a centralized hematopoietic niche that maintains self-renewing potential1,2, and upon maturation, becomes distributed throughout the body to monitor environmental perturbations, regulate tissue homeostasis, and mediate organism-wide defense. This study examines how immunity is integrated within adult mouse tissues while addressing issues of durability, expansibility, and contribution to organ cellularity. Focusing on antiviral T cell immunity, we observe durable maintenance of resident memory T cells (TRM) up to 450 days after infection. Once established, resident T cells did not require the T cell receptor for survival or retention of a poised effector-like state. While resident memory indefinitely dominated most mucosal organs, surgical separation of parabiotic mice unexpectedly revealed a tissue-resident provenance for bloodborne effector memory T cells, and circulating memory slowly made substantial contributions to tissue immunity in some organs. Following additional microbial experiences via serial immunizations or pet shop mice co-housing, for most tissues we find tissue pliancy allows for the accretion of tissue-resident memory, without axiomatic erosion of preexisting antiviral T cell immunity. Extending these findings, we demonstrate tissue residence and organ pliancy are generalizable aspects underlying the homeostasis of innate and adaptive immunity. The immune system-at-large grows commensurate to microbial experience reaching up to 25% of visceral organ cellularity. Regardless of location, many white blood cell populations adopted a tissue residency program within nonlymphoid organs. Thus, residence, rather than renewal or recirculation, typifies nonlymphoid immune surveillance, and organs serve as a pliant storage reservoir that can accommodate the continuous expansion of the cellular immune system throughout life. While hematopoiesis (‘to make blood’) restores certain elements of the immune system, in parallel, nonlymphoid organs sustain an accrual of durable tissue-autonomous cellular immunity, resulting in the progressive decentralization of organismal immune homeostasis.
TRM longevity is TCR-independent
Most immune cells function locally3,4. For example, T cells require contact with neighboring cells to sense and eliminate infections or tumors5-7. To systematically evaluate the longevity of memory T cells in different locations, we transferred CD45.1+ or Thy1.1+ P14 CD8+ T cells into naive female C57Bl/6J mice followed by LCMV Armstrong infection (referred to as P14 immune chimeras). Nonlymphoid tissues are surveyed by TRM, which are vulnerable to apoptosis upon tissue digestion making enumeration by this method inadequate8,9. To mitigate this issue, we visually enumerated P14 CD8+ T cells by quantitative immunofluorescent microscopy (QIM) between five and 450 days after LCMV infection in tissues of 80-96 mice (Fig. 1a-e). The response to LCMV peaked within 5-9 days before contracting. A stable population of memory was established in the lymph node by 16 days after infection. We found considerable variation in the durability of nonlymphoid TRM, which were stable in salivary gland, decayed modestly in the small intestine (best modeled by biphasic decay), and underwent continued attrition in the uterus. TRM attrition was particularly noted within uterine endometrium, which underwent vacuolation and glandular atrophy in aged mice (Extended Data Fig. 1a-c), coinciding with infertility. Aging was also associated with the development of prominent peripheral node addressin-expressing tertiary lymphoid organs in salivary glands (excluded from TRM enumeration in Fig. 1c; Extended Data Fig. 1d, e). These data indicate that memory CD8+ T cell longevity varies by location, but in some compartments can persist indefinitely.
Naïve and central memory (TCM) T cells recirculate between blood and lymph nodes. Naive T cells depend on constitutive T cell receptor (TCR) signaling for survival, while TCM do not10. Unlike TCM, TRM share many properties with T cells undergoing recent TCR stimulation11,12. To test whether TRM persistence depends on the TCR, we took advantage of UBC-CreERT2 x TCRαfl/fl mice (hereon referred to as TCRαfl/fl), so that we could genetically ablate the TCR by tamoxifen treatment in established memory T cells (see Extended Fig. 2, 3 and methods). WT Thy1.1+ and TCRαfl/fl Thy1.1− cells were compared within the same mice and TCR ablation was confirmed by staining for TCRβ and a failure to produce cytokines in response to ex vivo peptide stimulation (Fig. 1f, g, Extended Data Fig. 2a-e, and Extended Data Fig. 3a-c). No significant difference was observed between the longevity of WT and TCR-ablated TRM in all tissues examined, nor was expression of CD69 and CD103 reduced on TCR-ablated memory T cells (Fig. 1h-j, Extended Data Fig. 2f-h, and Extended Data Fig. 3d). Thus, CD8+ TRM are not maintained by persistent viral antigen, self-peptide–MHC I complexes, or cross-reactivity with microbial TCR ligands.
Durability of TRM organ surveillance
The defining characteristic of TRM is the absence of migration. However, migration experiments are typically short-term, raising the question of whether TRM populations are gradually replenished by TCM13 or slowly recirculating14-16. To address this issue, we generated mice harboring either CD45.1+ or Thy1.1+ memory P14 CD8+ T cells by LCMV infection. 30 days later, we conjoined mice by parabiosis, which resulted in equilibration of circulating memory P14 CD8+ T cells in the blood of paired mice. Parabionts were separated 30 days after conjoining, which allowed for prolonged monitoring of residence (Fig. 1k). 260 days after LCMV infection (200 days after separation), memory T cells were of host origin in most nonlymphoid tissues, indicating that TRM autonomously dominate immunosurveillance for the lifespan of the mouse (Fig. 1l). Organized lymphoid structures, including tertiary lymphoid organs in salivary gland and Peyer’s patches in small intestine, were surveyed by both recirculating and resident memory T cells. However, extravascular memory T cells in the lung parenchyma demonstrated near-complete equilibration regardless of CD69 expression (Fig. 1l and Extended Data Fig. 4a, b). Although TRM seed the lung shortly after infection, these data indicate that long-term pulmonary surveillance may depend on circulating memory T cells that enter the tissue, which has ramifications for the durability of T cell-dependent protection against respiratory infections17,18. Circulating memory T cells also eventually made substantial contributions to the maintenance of memory in liver and kidney (Fig. 1l). While these observations offer support for a centralized source for nonlymphoid memory in certain locations13, for most tissues, residence is responsible for long-term surveillance after clearance of primary infections in mice housed under specific pathogen free (SPF) laboratory conditions.
TRM gradually originate memory in blood
Primary infections induce CD62L−/KLRG1− long-lived effector memory T cells (TEM) that patrol blood without entering lymph nodes. After surgical separation, we unexpectedly observed a gradual disequilibrium in blood, in favor of host-derived P14 CD8+ T cells (Fig. 1l-n and Extended Data Fig. 5a, b). These data indicate that T cells that failed to equilibrate during parabiosis (i.e., TRM) slowly join the blood circulation. Over time, these ex-TRM came to comprise between 15-30% of all memory P14 T cells in peripheral blood (Extended Data Fig. 5a, b) and were significantly enriched within the KLRG1− TEM subset (Fig. 1m, n). Additional profiling revealed that expression of the CD43 glycoform, recognized by the 1B11 antibody clone, further distinguished ex-TRM, consistent with expression of this glycoform on tissue resident memory cells (Fig. 1o, Extended Data Fig. 5c, and Extended Data Fig. 6a, b). Thus, while TRM wane in some nonlymphoid tissues, they contemporaneously give rise to bloodborne TEM.
The TRM niche is expansible
Cell populations are often numerically fixed in size by cell-extrinsic regulators19. Cytokine abundance (e.g., IL-15), metabolite availability, and constitutive TCR signaling all function to restrict T cell abundance in blood, yet these factors do not axiomatically control T cell survival in tissues20-22. We hypothesized that the resident memory pool may circumvent the numerical constraints imposed on bloodborne T cells. We previously employed a reductionist approach to test whether the circulating memory CD8+ T cell population in blood, spleen, and lymph nodes was expansible or rigidly defined23, and apply that approach here for the analysis of nonlymphoid tissues dominated by TRM (Fig. 1). P14 CD8+ T cell memory was established by LCMV infection (as in Fig. 1a-e). Sixty days after LCMV infection, we initiated a potent heterologous prime-boost (HPB) vaccination regimen that established a large, broadly distributed memory CD8+ T cell population specific for the immunodominant nucleoprotein (N) epitope of vesicular stomatitis virus (VSV) (Fig. 2a, b). Concomitant with the expansion of N-specific memory T cells, there was a reduction in the relative frequency of preexisting P14 CD8+ T cells as a fraction of total CD8+ T cells (Fig. 2c). However, enumeration of P14 CD8+ T cells via QIM demonstrated that TRM were numerically preserved (Fig. 2d). In contrast to a previous study24, new immunizations did not compromise the capacity of preexisting memory CD8+ T cells to produce antiviral cytokines (Fig. 2e and Extended Data Fig. 7a). These data indicate that the immunological ‘space’ or carrying capacity for TRM is malleable, allowing for the coexistence of established immunity and de novo immune responses.
To assess whether preexisting TRM were also durably maintained following diverse physiologic microbial exposure, we took advantage of a recently developed co-housing model that effects pronounced changes in innate and adaptive immunity. Co-housing SPF mice with pet shop mice results in transmission of bacteria, viruses, fungi, and helminths, and induces extensive immune activation and adoption of a more human-like immune system25. Sixty days after LCMV, P14 chimeras were co-housed with pet shop mice for two months (Fig. 2f, g). In most tissues, we observed little attrition of P14 CD8+ T cells, indicating that circulating and resident memory CD8+ T cells can persist in the face of substantial microbial exposure (Fig. 2h, i). Of note, the resident property of memory P14 CD8+ T cells in tissues was also preserved in mice subject to co-housing with pet shop mice (Fig. 2j) suggesting that residence itself is not an artifact of artificially clean mouse husbandry. Small intestine TRM constituted an exception and were nearly six-fold less abundant following co-housing. Intestinal TRM attrition may reflect saturation of anatomic space, heightened damage-associated molecular patterns (DAMPs) that induce cellular toxicity9, or microbiome alterations that modulate local survival cues. In two alternative infection models that generate lung- or skin-resident memory CD8+ T cells respectively, preexisting memory was preserved following co-housing (Extended Data Fig. 8a-g). Thus, in most tissues, HPB vaccination or physiological microbial exposure did not induce erosion of TRM, but instead tissues accommodated more resident cells.
Immune system is expansible tissue component
Homeostasis balances cellular self-renewal with cell death and maintains organ size in adult organisms. This process preserves organ function while preventing cancer. The expansible nature of the T cell compartment raised questions about whether the immune system in toto adheres to a fixed size or exhibits pliancy in proportion to microbial experience. Indeed, co-housing induced a durable increase in nearly all leukocyte cell types in blood and persistent enlargement of lymph nodes and spleen (Fig. 3a-c). Both memory CD4+ and CD8+ T cells increased following co-housing and even so-called ‘innate’ populations of the immune system demonstrated an ‘adaptive’ ability to durably expand in magnitude (Fig. 3a-c and Extended Data Fig. 9a, b). Extensive QIM analysis revealed that 5-20% of most nonlymphoid tissues of SPF mice were composed of white blood cells. However, the frequency of immune cells was significantly and durably expanded after co-housing, indicating that the immune system occupies a considerable fraction of visceral and mucosal organs, is flexible in size, and is capable of long-lived adaptation in relation to microbial exposure (Fig. 3d, e).
Residency typifies tissue immunity
Memory T cells achieve durable immune surveillance of the entire organism through prolonged residence in most nonlymphoid tissues (Fig. 1). Tissue residency has been appreciated for several immune cell types primarily in immunologically naïve or single-infection mouse models26,27. We asked whether residence is a common mechanism employed by the immune system at-large to achieve broad immunological surveillance by performing parabiosis surgery of co-housed B6 mice that have diverse microbial experience (Extended Data Fig. 10a). Leukocytes (distinguished by CD45) equilibrated completely within peripheral blood of parabiotic mice (Extended Data Fig. 10b), but tissue-resident immune populations occupied and often dominated most mouse organs (Fig. 4a). Over one month, many CD4+ and CD8+ T cells of the adaptive immune system, as well as macrophages, innate lymphoid cells, and NK cells of the innate immune system stably occupied nonlymphoid tissues (Fig. 4b and Extended Data Fig. 10c-f). Consistent with their rapid turnover, granulocytes in tissues relied on continuous replenishment from blood (Fig. 4b and Extended Data Fig. 10g). B cells, which differentiate into the antibody secreting cells of the immune system, largely equilibrated between parabionts (Fig. 4b and Extended Data Fig. 10h). Overall, residence was a shared feature exhibited by many adaptive and innate immune cell types in mice exposed to diverse microbes.
Conclusion
The immune system has defied classification as a commonly recognized organ system, but is partially captured by the skeletal system (includes bone marrow), the cardiovascular system (includes blood cells), and the lymphatic system (includes secondary lymphoid organs)28,29. This framework excludes many immune cells in the body, particularly those most responsible for regional immune surveillance and effector functions. Our study generalizes two features of immunity outside of dedicated lymphoid organs: 1) most immune cells stably reside in, rather than recirculate through, tissues and 2) the size of the immune system durably adapts to microbial experience to accommodate additional cells. While parenchymal cell populations are numerically constrained to maintain organ homeostasis, the adaptive flexibility of the immune system allows leukocytes to comprise a considerable fraction of the body – up to a quarter of visceral organs in microbially experienced mice. Analyses limited to blood and lymphoid organs have emphasized the renewable and migratory aspects of the immune system30-33. Initially focused reductively on T cells, we show that resident T cell immunity can autonomously endure over time, without displacement by subsequent inflammation, infection, or competition for a fixed immunological niche. Given that most infections and tumors develop in nonlymphoid organs, these are relevant findings for immunization strategies that seek to harness T cell immunity34,35. In contrast to expectations, we observed that most long-lived bloodborne TEM are ex-TRM after a primary infection (Fig. 1), and recent reports indicate that reactivated TRM likely contribute even further to circulating memory populations36,37. The phenomenon of expansible residence observed for T cells extended to most immune cell populations. While immune responses develop in centralized sites, our data indicate that nonlymphoid organs provide a flexible reservoir for the long-term preservation of adaptive and innate immunity. Given these findings, it may be reasonable to conceptualize the immune system at-large as its own organ system; albeit one comprised of a diverse network of motile sensory cells that are durably integrated throughout the entire body, and permissive to significant plasticity in cell number, composition, and distribution.
Methods
Mice
Female SPF C57BL/6J (CD45.2+ B6) and B6.SJL-PtprcaPepcb/BoyJ (CD45.1+ B6) mice 6-8 weeks of age were purchased from The Jackson Laboratory. For co-housing experiments, female SPF CD45.2+ and CD45.1+ B6 mice 6-8 weeks of age were purchased from Charles River Laboratories. Female pet shop mice (age not provided by vendor) were purchased from various pet shops in the greater Minneapolis-St. Paul metropolitan area. Co-housing of SPF mice with sex-matched pet shop mice was performed as described19 within the University of Minnesota BSL-3 facility. The following housing conditions were regulated: ambient temperature (20.0-23.3°C), humidity (30-70%), light/dark cycling (14 hours on/ 10 hours off). TCRαfl/fl mice38 were fully backcrossed to UBC-CreERT2 mice39 (JAX stock no. 007001) to generate UBC-CreERT2 TCRαfl/fl mice (provided by K. Hogquist). Male and female UBC-CreERT2 TCRαfl/fl mice 6-10 weeks of age were used in tandem with age- and sex-matched Thy1.1+ B6 mice. CD45.1+ sex-matched mice 6-12 weeks of age were used as recipient mice. P14 CD8+ T cell transgenic, Thy1.1+ B6, and CD45.1+ B6 mouse strains were maintained in house. In experiments with multiple groups, littermates of the same sex were randomly assigned to experimental groups. All mice were used in accordance with guidelines established by the Institutional Animal Care and Use Committee at the University of Minnesota.
Adoptive transfers and infections
P14 immune chimeras were generated by intravenous (i.v.) adoptive transfer of 5 x 104 P14 CD8+ splenocytes into naive female B6 mice and infection with 2 x 105 plaque-forming units (PFU) of the Armstrong strain of lymphocytic choriomeningitis virus (LCMV) via intraperitoneal (i.p.) injection on the subsequent day. Alternatively, P14 immune chimeras were generated by i.v. adoptive transfer of 5 x 104 P14 CD8+ splenocytes into naive female B6 mice and intranasal infection with 500 PFU PR8-gp33 recombinant influenza virus (provided by R. Langlois) on the subsequent day. OT-1 immune chimeras were generated by i.v. transfer of 5 x 104 OT-1 CD8+ splenocytes into naïve female B6 mice and infection with 106 PFU vesicular stomatitis virus (VSV)-OVA the following day. For experiments using TCRαfl/fl mice, TCRαfl/fl mice and WT Thy1.1+ B6 mice were intraperitoneally infected with 2 x 105 PFU of LCMV. After 30 days, 107 lymphocytes, isolated from secondary lymphoid organs, were i.v. transferred into naive CD45.1+ B6 mice. On the subsequent day, CD45.1+ recipients were i.p. infected with 106 PFU of LCMV. To generate primary polyclonal memory with TCRαfl/fl mice, naïve TCRαfl/fl mice and WT Thy1.1+ B6 mice were sacrificed and CD8+ T cells were enriched from secondary lymphoid organs via negative selection per manufacturer’s protocol (Stem Cell Technologies). A total of 2 x 106 enriched cells were stimulated in flat-bottom 12-well plates with anti-CD3ε (clone 145-2C11, 10 μg/mL; Bio X Cell) and rB7-1/Fc chimeric protein (0.8 μg/mL; R&D Systems) immobilized on the surface in the presence of 5 U/mL IL-2 (R&D Systems) with 10 ng/mL murine rIL-12 (R&D Systems) as described40. After 3 days of in vitro activation, 107 CD8+ T cells isolated from TCRαfl/fl mice and WT Thy1.1+ B6 mice were i.v. co-transferred into naïve CD45.1+ B6 mice. For heterologous prime boost immunization, three viruses were administered by i.v. injection at 30-day intervals in the following order, as described23: 1°: 106 PFU of VSV, New Jersey serotype, 2°: 2 x 106 PFU of recombinant vaccinia expressing the VSV nucleoprotein, 3°: 107 PFU of VSV, Indiana serotype.
Quantitative immunofluorescence microscopy
Harvested murine tissues were fixed in 2% paraformaldehyde for 2 hours, followed by overnight cryoprotection in 30% sucrose solution at 4°C. Sucrose-treated tissue was embedded in optimal cutting temperature (OCT) compound and frozen in a chilled isopentane bath. Alternatively, harvested murine tissues were directly embedded in OCT compound and snap-frozen in a chilled isopentane bath. Studies of the salivary gland focused exclusively on the submandibular gland. Frozen tissue blocks were sectioned at 7-μm in a Leica cryostat. Sections were stained with primary and secondary antibodies, counterstained with either 4′,6-diamidino-2-phenylindole (DAPI) or SYTOX Green to detect nuclei, and immunofluorescence microscopy was performed using a Leica DM6000 B microscope. Monoclonal anti-mouse antibodies used at a 1:100 dilution unless otherwise noted were: CD8α (53-6.7), CD8β (YTS156.7.7), CD45 (30-F11), CD45.1 (A20), Thy1.1 (OX-7) (1:1000), B220 (RA3-6B2), EpCAM (G8.8) (1:500), PNAd (MECA-79) from BioLegend. Polyclonal goat anti-mouse collagen type IV antibody (1:200) from MilliporeSigma and secondary bovine anti-goat IgG (H+L) antibody (1:300) from Jackson ImmunoResearch were used. Images were processed using FIJI software41 and cell enumeration was performed manually as previously described8 or using ImageJ scripts developed in house.
Leukocyte isolation and phenotyping of cells
An intravascular staining method was used to discriminate between cells within the vasculature and those within the parenchyma of tissues. Three minutes prior to sacrifice, mice were intravenously injected with either 3 μg of biotinylated- or fluorophore-conjugated CD8α (53-6.7) antibody or 2 μg of fluorophore-conjugated CD45 (30-F11) antibody42. Tissues were harvested and leukocytes isolated as previously described8. Studies of the salivary gland focused exclusively on the submandibular gland. Isolated leukocytes were surface-stained with monoclonal anti-mouse monoclonal antibodies at a 1:100 dilution unless otherwise noted: CD4 (GK1.5), CD5 (53-7.3), CD8α (53-6.7), CD8β (53-5.8), CD11c (N418), CD43 (1B11), CD44 (IM7), CD45 (30-F11), CD45.1 (A20), CD45.2 (104), CD62L (MEL-14), CD64 (X54-5/7.1), CD69 (H1.2F3), CD103 (2E7), Thy1.1 (OX-7) (1:250), B220 (RA3-6B2), F4/80 (BM8), Ly6C (HK1.4) (1:400), Ly6G (1A8), NKp46 (29A1.4), PD-1 (29F.1A12), CX3CR1 (SA011F11), CXCR3 (CXCR3-173) from BioLegend; CD11b (M1/70), CD19 (1D3), NK1.1 (PK136), Siglec-F (E50-2440), TCF-1 (S33-966) (1:50) from BD; CD3ε (145-2C11), CD127 (A7R34), KLRG1 (2F1), TCRβ (H57-597) from Tonbo Biosciences. Cell viability was determined using Ghost Dye Violet 510 or Ghost Dye Red 780 (Tonbo Biosciences) (1:300). To identify VSV nucleoprotein-specific CD8+ T cells, leukocytes were stained with H-2Kb/N (MHC class I tetramer) (1:200), conjugated to PE. To identify gp33-specific CD8+ T cells, leukocytes were stained with H-2Db/N (MHC class I tetramer) (1:200), conjugated to APC. Staining for intracellular transcription factors and proteins was performed using a transcription factor staining buffer kit (Tonbo Biosciences) with monoclonal anti-mouse antibodies: T-bet (4B10) from BioLegend; Eomes (Dan11mag), Foxp3 (FJK-16s), Gata-3 (TWAJ), Ki67 (SolA15) (1:400), Rorγt (B2D) from ThermoFisher Scientific. The stained samples were acquired using LSRII or LSR Fortessa flow cytometers (BD) and analyzed with FlowJo software (BD). Neutrophils were distinguished by expression of CD11b and Ly6G. Eosinophils were identified by Siglec-F expression. Innate lymphoid, natural killer, B cell, and monocyte/macrophage populations were distinguished after excluding lineage-positive cells using combinations of CD3, CD5, CD19, B220, and Ly6G and then using recommended lineage defining-markers as described43,44. Monocytes were further subdivided into classical and patrolling populations on the basis of Ly6C expression. Lung macrophages were subdivided into alveolar and interstitial populations on the basis of Siglec-F and CD11b expression.
Parabiosis and separation surgeries
Parabiosis and separation surgeries were performed with age-matched female mice as described45 with some modifications. For surgeries, anesthesia to full muscle relaxation was achieved using avertin (250 mg/kg) by i.p. injection and surgical site preparation included betadine application to surgical site in a gradually enlarging circular pattern. For parabiosis, corresponding lateral aspects of mice were thoroughly shaved with electric clippers from ~1 cm superior to the shoulder and ~1 cm inferior to the hip. Excess hair was wiped off with alcohol prep pads. Following surgical site preparation, matching skin incisions were made ~0.5 cm superior to the shoulder and ~0.5 cm inferior to the hip. Subcutaneous fascia was bluntly dissected to create ~0.5 cm of free skin. Dorsal and ventral skins of adjacent mice were approximated by interrupted horizontal mattress stitches with 3-0 Prolene suture and overlying surgical wound clips. To separate parabiotic mice, preexisting suture and wound clips were removed. Excess hair was shaved and wiped off with alcohol prep pads. After surgical site preparation, a longitudinal incision was made with sharp scissors lateral to the initially conjoined skin. Newly formed fascia was gently detached with a pair of curved forceps. The superior and inferior aspects of the skin of each mouse were then approximated by running stitch with a single 4-0 Vicryl suture. For analgesic treatment, mice received preoperative subcutaneous buprenorphine (2mg/kg) and postoperative subcutaneous bupivacaine (2mg/kg) and carprofen (5mg/kg). Mice were kept on heating pads during and after surgery and their recovery was monitored continuously.
Tamoxifen administration
Tamoxifen was dissolved in corn oil at 37°C with shaking overnight to a working concentration of 20 mg/ml. Working stocks were freshly prepared for each experiment. For CreERT2 induction, tamoxifen was administered to mice i.p at a dose of 75 mg/kg every 24 hours over five consecutive days.
In vitro stimulation assays
Isolated lymphocytes were incubated at 37°C for 4 hours in stimulation media with or without gp33-41 peptide (0.2 μg/mL) or phorbol myristate acetate (PMA) and ionomycin (Cell stimulation cocktail, ThermoFisher Scientific). Stimulation media consisted of RPMI 1640, 10% FCS, 2 mM L-glutamine, 100 U/ml penicillin, 100 mg/ml streptomycin, 50 mM 2-mercaptoethanol, and brefeldin A (GolgiPlug, BD). Intracellular staining for cytokines was performed using the Cytofix/Cytoperm kit (per manufacturer’s directions, BD) with anti-mouse antibodies: IFN-γ (XMG1.2) from BioLegend and TNF-α (MP6-XT22) from ThermoFisher Scientific.
Quantification and Statistical Analysis
Specific statistical tests, sample size (n), and p-values can be found in figure legends. Individual data points represent biological replicates. All statistical tests were two-tailed and generally, non-parametric tests were used to test for significance (Mann-Whitney U test for unpaired samples, Wilcoxon matched-pairs signed rank test for paired samples). All statistical analysis was done using Prism (GraphPad). For all experiments, a p-value < 0.05 was considered significant. Mean and standard error of the mean are used to represent the center and dispersion, unless otherwise stated. Nonlinear regression analysis using Prism (GraphPad) was used to model memory T cell population kinetics data, using data points between 30 and 450 days post infection. Model constraints imposed that decay plateau = 0 and a positive rate constant. An exponential decay model was fit to tissue populations if R2 > 0. Either one or two-phase exponential decay models were selected after comparison using extra sum-of-squares F test and the Akaike information criterion (AIC).
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Code availability
ImageJ scripts developed for cell enumeration are available at http://github.com/wijey001/count.
Extended Data
Acknowledgements
We thank members of the Masopust and Vezys laboratories for helpful discussions, Drs. Christoph Klose and David Artis for advice in identifying ILCs, University of Minnesota Flow Cytometry Resource, University Imaging Centers (Jason Mitchell, Thomas Pengo), and the Biosafety Level 3 Program. This study was supported by National Institutes of Health (NIH) grants R01 AI084913 (D.M.), F30 DK114942 and T32 AI007313 (S.W.), and the Howard Hughes Medical Institute Faculty Scholars program (D.M.).
Footnotes
Competing interests
The authors declare no competing interests.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.