1
|
Hale LP, Macintyre AN, Bowles DE, Kwun J, Li J, Theriot B, Turek JW. Comprehensive Flow Cytometric, Immunohistologic, and Molecular Assessment of Thymus Function in Rhesus Macaques. Immunohorizons 2024; 8:500-510. [PMID: 39018546 PMCID: PMC11294275 DOI: 10.4049/immunohorizons.2300112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 06/19/2024] [Indexed: 07/19/2024] Open
Abstract
The critical importance of the thymus for generating new naive T cells that protect against novel infections and are tolerant to self-antigens has led to a recent revival of interest in monitoring thymic function in species other than humans and mice. Nonhuman primates such as rhesus macaques (Macaca mulatta) provide particularly useful animal models for translational research in immunology. In this study, we tested the performance of a 15-marker multicolor Ab panel for flow cytometric phenotyping of lymphocyte subsets directly from rhesus whole blood, with validation by thymectomy and T cell depletion. Immunohistochemical and multiplex RNA expression analysis of thymus tissue biopsies and molecular assays on PBMCs were used to further validate thymus function. Results identify Ab panels that can accurately classify rhesus naive T cells (CD3+CD45RA+CD197+ or CD3+CD28+CD95-) and recent thymic emigrants (CD8+CD28+CD95-CD103+CD197+) using just 100 µl of whole blood and commercially available fluorescent Abs. An immunohistochemical panel reactive with pan-cytokeratin (CK), CK14, CD3, Ki-67, CCL21, and TdT provides histologic evidence of thymopoiesis from formalin-fixed, paraffin-embedded thymus tissues. Identification of mRNAs characteristic of both functioning thymic epithelial cells and developing thymocytes and/or molecular detection of products of TCR gene rearrangement provide additional complementary methods to evaluate thymopoiesis, without requiring specific Abs. Combinations of multiparameter flow cytometry, immunohistochemistry, multiplex gene expression, and TCR excision circle assays can comprehensively evaluate thymus function in rhesus macaques while requiring only minimal amounts of peripheral blood or biopsied thymus tissue.
Collapse
Affiliation(s)
- Laura P. Hale
- Department of Pathology and the Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC
| | - Andrew N. Macintyre
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Dawn E. Bowles
- Department of Surgery, Duke University Medical Center, Durham, NC
| | - Jean Kwun
- Department of Surgery, Duke University Medical Center, Durham, NC
| | - Jie Li
- Department of Surgery, Duke University Medical Center, Durham, NC
| | - Barbara Theriot
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC
| | - Joseph W. Turek
- Department of Surgery, Duke University Medical Center, Durham, NC
| |
Collapse
|
2
|
De Boer RJ, Yates AJ. Modeling T Cell Fate. Annu Rev Immunol 2023; 41:513-532. [PMID: 37126420 PMCID: PMC11100019 DOI: 10.1146/annurev-immunol-101721-040924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Many of the pathways that underlie the diversification of naive T cells into effector and memory subsets, and the maintenance of these populations, remain controversial. In recent years a variety of experimental tools have been developed that allow us to follow the fates of cells and their descendants. In this review we describe how mathematical models provide a natural language for describing the growth, loss, and differentiation of cell populations. By encoding mechanistic descriptions of cell behavior, models can help us interpret these new datasets and reveal the rules underpinning T cell fate decisions, both at steady state and during immune responses.
Collapse
Affiliation(s)
- Rob J De Boer
- Theoretical Biology and Bioinformatics, Department of Biology, Utrecht University, Utrecht, The Netherlands;
| | - Andrew J Yates
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA;
| |
Collapse
|
3
|
Baliu-Piqué M, Tesselaar K, Borghans JAM. Are homeostatic mechanisms aiding the reconstitution of the T-cell pool during lymphopenia in humans? Front Immunol 2022; 13:1059481. [PMID: 36483556 PMCID: PMC9723355 DOI: 10.3389/fimmu.2022.1059481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 11/02/2022] [Indexed: 11/23/2022] Open
Abstract
A timely recovery of T-cell numbers following haematopoietic stem-cell transplantation (HSCT) is essential for preventing complications, such as increased risk of infection and disease relapse. In analogy to the occurrence of lymphopenia-induced proliferation in mice, T-cell dynamics in humans are thought to be homeostatically regulated in a cell density-dependent manner. The idea is that T cells divide faster and/or live longer when T-cell numbers are low, thereby helping the reconstitution of the T-cell pool. T-cell reconstitution after HSCT is, however, known to occur notoriously slowly. In fact, the evidence for the existence of homeostatic mechanisms in humans is quite ambiguous, since lymphopenia is often associated with infectious complications and immune activation, which confound the study of homeostatic regulation. This calls into question whether homeostatic mechanisms aid the reconstitution of the T-cell pool during lymphopenia in humans. Here we review the changes in T-cell dynamics in different situations of T-cell deficiency in humans, including the early development of the immune system after birth, healthy ageing, HIV infection, thymectomy and hematopoietic stem cell transplantation (HSCT). We discuss to what extent these changes in T-cell dynamics are a side-effect of increased immune activation during lymphopenia, and to what extent they truly reflect homeostatic mechanisms.
Collapse
Affiliation(s)
| | | | - José A. M. Borghans
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| |
Collapse
|
4
|
Medetgul-Ernar K, Davis MM. Standing on the shoulders of mice. Immunity 2022; 55:1343-1353. [PMID: 35947979 PMCID: PMC10035762 DOI: 10.1016/j.immuni.2022.07.008] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/12/2022] [Accepted: 07/15/2022] [Indexed: 01/13/2023]
Abstract
While inbred mice have informed most of what we know about the immune system in the modern era, they have clear limitations with respect to their ability to be informative regarding genetic heterogeneity or microbial influences. They have also not been very predictive as models of human disease or vaccination results. Although there are concerted attempts to compensate for these flaws, the rapid rise of human studies, driven by both technical and conceptual advances, promises to fill in these gaps, as well as provide direct information about human diseases and vaccination responses. Work on human immunity has already provided important additional perspectives on basic immunology such as the importance of clonal deletion to self-tolerance, and while many challenges remain, it seems inevitable that "the human model" will continue to inform us about the immune system and even allow for the discovery of new mechanisms.
Collapse
Affiliation(s)
- Kwat Medetgul-Ernar
- Immunology Program, Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Mark M Davis
- Howard Hughes Medical Institute, Institute for Immunity, Transplantation and Infection, Department of Microbiology and Immunology, Stanford University School of Medicine, Palo Alto, CA 94304, USA.
| |
Collapse
|
5
|
Rane S, Hogan T, Lee E, Seddon B, Yates AJ. Towards a unified model of naive T cell dynamics across the lifespan. eLife 2022; 11:78168. [PMID: 35678373 PMCID: PMC9348855 DOI: 10.7554/elife.78168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/08/2022] [Indexed: 12/02/2022] Open
Abstract
Naive CD4 and CD8 T cells are cornerstones of adaptive immunity, but the dynamics of their establishment early in life and how their kinetics change as they mature following release from the thymus are poorly understood. Further, due to the diverse signals implicated in naive T cell survival, it has been a long-held and conceptually attractive view that they are sustained by active homeostatic control as thymic activity wanes. Here we use multiple modelling and experimental approaches to identify a unified model of naive CD4 and CD8 T cell population dynamics in mice, across their lifespan. We infer that both subsets divide rarely, and progressively increase their survival capacity with cell age. Strikingly, this simple model is able to describe naive CD4 T cell dynamics throughout life. In contrast, we find that newly generated naive CD8 T cells are lost more rapidly during the first 3-4 weeks of life, likely due to increased recruitment into memory. We find no evidence for elevated division rates in neonates, or for feedback regulation of naive T cell numbers at any age. We show how confronting mathematical models with diverse datasets can reveal a quantitative and remarkably simple picture of naive T cell dynamics in mice from birth into old age.
Collapse
Affiliation(s)
- Sanket Rane
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, United States.,Irving Institute for Cancer Dynamics, Columbia University, New York, United States
| | - Thea Hogan
- Institute of Immunity and Transplantation, Division of Infection and Immunity, UCL, Royal Free Hospital, London, United Kingdom
| | - Edward Lee
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, United States
| | - Benedict Seddon
- Institute of Immunity and Transplantation, Division of Infection and Immunity, UCL, Royal Free Hospital, London, United Kingdom
| | - Andrew J Yates
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, United States
| |
Collapse
|
6
|
Sonar SA, Uhrlaub JL, Coplen CP, Sempowski GD, Dudakov JA, van den Brink MRM, LaFleur BJ, Jergović M, Nikolich-Žugich J. Early age-related atrophy of cutaneous lymph nodes precipitates an early functional decline in skin immunity in mice with aging. Proc Natl Acad Sci U S A 2022; 119:e2121028119. [PMID: 35439062 PMCID: PMC9169949 DOI: 10.1073/pnas.2121028119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/09/2022] [Indexed: 11/18/2022] Open
Abstract
Secondary lymphoid organs (SLOs) (including the spleen and lymph nodes [LNs]) are critical both for the maintenance of naive T (TN) lymphocytes and for the initiation and coordination of immune responses. How they age, including the exact timing, extent, physiological relevance, and the nature of age-related changes, remains incompletely understood. We used “time stamping” to indelibly mark newly generated naive T cells (also known as recent thymic emigrants) (RTEs) in mice, and followed their presence, phenotype, and retention in SLOs. We found that SLOs involute asynchronously. Skin-draining LNs atrophied by 6 to 9 mo in life, whereas deeper tissue-draining LNs atrophied by 18 to 20 mo, as measured by the loss of both TN numbers and the fibroblastic reticular cell (FRC) network. Time-stamped RTEs at all ages entered SLOs and successfully completed postthymic differentiation, but the capacity of older SLOs to maintain TN numbers was reduced with aging, and that trait did not depend on the age of TNs. However, in SLOs of older mice, these cells exhibited an emigration phenotype (CCR7loS1P1hi), which correlated with an increase of the cells of the same phenotype in the blood. Finally, upon intradermal immunization, RTEs generated in mice barely participated in de novo immune responses and failed to produce well-armed effector cells detectable in blood as early as by 7 to 8 mo of age. These results highlight changes in structure and function of superficial secondary lymphoid organs in laboratory mice that are earlier than expected and are consistent with the long-appreciated reduction of cutaneous immunity with aging.
Collapse
Affiliation(s)
- Sandip Ashok Sonar
- Department of Immunobiology, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
| | - Jennifer L. Uhrlaub
- Department of Immunobiology, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
| | - Christopher P. Coplen
- Department of Immunobiology, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
| | | | - Jarrod A. Dudakov
- Program in Immunology, Fred Hutchinson Cancer Center, Department of Immunology, University of Washington, Seattle, WA 98109
| | | | | | - Mladen Jergović
- Department of Immunobiology, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
| | - Janko Nikolich-Žugich
- Department of Immunobiology, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724
- BIO5 Institute, University of Arizona, Tucson, AZ 85719
| |
Collapse
|
7
|
Davenport MP, Smith NL, Rudd BD. Building a T cell compartment: how immune cell development shapes function. Nat Rev Immunol 2020; 20:499-506. [PMID: 32493982 DOI: 10.1038/s41577-020-0332-3] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2020] [Indexed: 02/06/2023]
Abstract
We are just beginning to understand the diversity of the peripheral T cell compartment, which arises from the specialization of different T cell subsets and the plasticity of individual naive T cells to adopt different fates. Although the progeny of a single T cell can differentiate into many phenotypes following infection, individual T cells are biased towards particular phenotypes. These biases are typically ascribed to random factors that occur during and after antigenic stimulation. However, the T cell compartment does not remain static with age, and shifting immune challenges during ontogeny give rise to T cells with distinct functional properties. Here, we argue that the developmental history of naive T cells creates a 'hidden layer' of diversity that persists into adulthood. Insight into this diversity can provide a new perspective on immunity and immunotherapy across the lifespan.
Collapse
Affiliation(s)
- Miles P Davenport
- Kirby Institute for Infection and Immunity, University of New South Wales Australia, Sydney, New South Wales, Australia.
| | - Norah L Smith
- Department of Microbiology and Immunology, Cornell University, Ithaca, NY, USA
| | - Brian D Rudd
- Department of Microbiology and Immunology, Cornell University, Ithaca, NY, USA
| |
Collapse
|
8
|
When few survive to tell the tale: thymus and gonad as auditioning organs: historical overview. Theory Biosci 2019; 139:95-104. [PMID: 31628582 DOI: 10.1007/s12064-019-00306-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 10/05/2019] [Indexed: 12/22/2022]
Abstract
Unlike other organs, the thymus and gonads generate nonuniform cell populations, many members of which perish, and a few survive. While it is recognized that thymic cells are "audited" to optimize an organism's immune repertoire, whether gametogenesis could be orchestrated similarly to favor high-quality gametes is uncertain. Ideally, such quality would be affirmed at early stages before the commitment of extensive parental resources. A case is here made that, along the lines of a previously proposed lymphocyte quality control mechanism, gamete quality can be registered indirectly through detection of incompatibilities between proteins encoded by the grandparental DNA sequences within the parent from which haploid gametes are meiotically derived. This "stress test" is achieved in the same way that thymic screening for potential immunological incompatibilities is achieved-by "promiscuous" expression, under the influence of the AIRE protein, of the products of genes that are not normally specific for that organ. Consistent with this, the Aire gene is expressed in both thymus and gonads, and AIRE deficiency impedes function in both organs. While not excluding the subsequent emergence of hybrid incompatibilities due to the intermixing of genomic sequences from parents (rather than grandparents), many observations, such as the number of proteins that are aberrantly expressed during gametogenesis, can be explained on this basis. Indeed, promiscuous expression could have first evolved in gamete-forming cells where incompatible proteins would be manifest as aberrant protein aggregates that cause apoptosis. This mechanism would later have been co-opted by thymic epithelial cells which display peptides from aggregates to remove potentially autoreactive T cells.
Collapse
|
9
|
Abstract
Generating and maintaining a diverse repertoire of naive T cells is essential for protection against pathogens, and developing a mechanistic and quantitative description of the processes involved lies at the heart of our understanding of vertebrate immunity. Here, we review the biology of naive T cells from birth to maturity and outline how the integration of mathematical models and experiments has helped us to develop a full picture of their life histories.
Collapse
Affiliation(s)
- Benedict Seddon
- Institute of Immunity and Transplantation, Division of Infection and Immunity, UCL, Royal Free Hospital, London, UK
| | - Andrew J Yates
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York
| |
Collapse
|
10
|
Lythe G, Molina-París C. Some deterministic and stochastic mathematical models of naïve T-cell homeostasis. Immunol Rev 2018; 285:206-217. [DOI: 10.1111/imr.12696] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Grant Lythe
- School of Mathematics; University of Leeds; Leeds UK
| | | |
Collapse
|
11
|
Rane S, Hogan T, Seddon B, Yates AJ. Age is not just a number: Naive T cells increase their ability to persist in the circulation over time. PLoS Biol 2018; 16:e2003949. [PMID: 29641514 PMCID: PMC5894957 DOI: 10.1371/journal.pbio.2003949] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 03/02/2018] [Indexed: 12/22/2022] Open
Abstract
The processes regulating peripheral naive T-cell numbers and clonal diversity remain poorly understood. Conceptually, homeostatic mechanisms must fall into the broad categories of neutral (simple random birth–death models), competition (regulation of cell numbers through quorum-sensing, perhaps via limiting shared resources), adaptation (involving cell-intrinsic changes in homeostatic fitness, defined as net growth rate over time), or selection (involving the loss or outgrowth of cell populations deriving from intercellular variation in fitness). There may also be stably maintained heterogeneity within the naive T-cell pool. To distinguish between these mechanisms, we confront very general models of these processes with an array of experimental data, both new and published. While reduced competition for homeostatic stimuli may impact cell survival or proliferation in neonates or under moderate to severe lymphopenia, we show that the only mechanism capable of explaining multiple, independent experimental studies of naive CD4+ and CD8+ T-cell homeostasis in mice from young adulthood into old age is one of adaptation, in which cells act independently and accrue a survival or proliferative advantage continuously with their post-thymic age. However, aged naive T cells may also be functionally impaired, and so the accumulation of older cells via ‘conditioning through experience’ may contribute to reduced immune responsiveness in the elderly. The body maintains large populations of naive T cells, a type of white blood cell that is able to respond specifically to pathogens. This arsenal is essential for our capacity to fight novel infections throughout our lifespan, and their numbers remain quite stable despite a gradual decline in the production of new naive T cells as we age. However, the mechanisms that underlie this stability are not well understood. In this study, we address this problem by testing a variety of potential mechanisms, each framed as a mathematical model, against multiple datasets obtained from experiments performed in mice. Our analysis supports a mechanism by which naïve T cells gradually increase their ability to survive the longer they reside in the circulation. Paradoxically, however, naïve T cells may also lose their ability to respond effectively to infections as they age. Together, these processes may drive the accumulation of older, functionally impaired T cells, potentially at the expense of younger and more immunologically potent cells, as we age.
Collapse
Affiliation(s)
- Sanket Rane
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, United States of America
- Institute of Infection, Immunity & Inflammation, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Thea Hogan
- Institute of Immunity and Transplantation, Division of Infection and Immunity, UCL, Royal Free Hospital, London, United Kingdom
| | - Benedict Seddon
- Institute of Immunity and Transplantation, Division of Infection and Immunity, UCL, Royal Free Hospital, London, United Kingdom
| | - Andrew J. Yates
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, United States of America
- Institute of Infection, Immunity & Inflammation, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, United Kingdom
- * E-mail:
| |
Collapse
|
12
|
|