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Torres DJ, Mrass P, Byrum J, Gonzales A, Martinez DN, Juarez E, Thompson E, Vezys V, Moses ME, Cannon JL. Quantitative analyses of T cell motion in tissue reveals factors driving T cell search in tissues. eLife 2023; 12:e84916. [PMID: 37870221 PMCID: PMC10672806 DOI: 10.7554/elife.84916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 10/22/2023] [Indexed: 10/24/2023] Open
Abstract
T cells are required to clear infection, and T cell motion plays a role in how quickly a T cell finds its target, from initial naive T cell activation by a dendritic cell to interaction with target cells in infected tissue. To better understand how different tissue environments affect T cell motility, we compared multiple features of T cell motion including speed, persistence, turning angle, directionality, and confinement of T cells moving in multiple murine tissues using microscopy. We quantitatively analyzed naive T cell motility within the lymph node and compared motility parameters with activated CD8 T cells moving within the villi of small intestine and lung under different activation conditions. Our motility analysis found that while the speeds and the overall displacement of T cells vary within all tissues analyzed, T cells in all tissues tended to persist at the same speed. Interestingly, we found that T cells in the lung show a marked population of T cells turning at close to 180o, while T cells in lymph nodes and villi do not exhibit this "reversing" movement. T cells in the lung also showed significantly decreased meandering ratios and increased confinement compared to T cells in lymph nodes and villi. These differences in motility patterns led to a decrease in the total volume scanned by T cells in lung compared to T cells in lymph node and villi. These results suggest that the tissue environment in which T cells move can impact the type of motility and ultimately, the efficiency of T cell search for target cells within specialized tissues such as the lung.
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Affiliation(s)
| | - Paulus Mrass
- Department of Molecular Genetics and Microbiology, University of New Mexico School of MedicineAlbuquerqueUnited States
| | - Janie Byrum
- Department of Molecular Genetics and Microbiology, University of New Mexico School of MedicineAlbuquerqueUnited States
| | | | | | | | - Emily Thompson
- Department of Microbiology and Immunology, University of Minnesota Medical SchoolMinneapolisUnited States
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota Medical SchoolMinneapolisUnited States
| | - Melanie E Moses
- Department of Computer Science, University of New MexicoAlbuquerqueUnited States
| | - Judy L Cannon
- Department of Molecular Genetics and Microbiology, University of New Mexico School of MedicineAlbuquerqueUnited States
- Autophagy, Inflammation, and Metabolism Center of Biomedical Research Excellence, University of New Mexico School of MedicineAlbuquerqueUnited States
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Aprea CM, Torres DJ, Cordova MM. Analysis of the annual pollen integral in Albuquerque, New Mexico, shows a negative trend with temperatures for Juniper, Cottonwood, Elm, and Mulberry. Aerobiologia (Bologna) 2022; 38:413-428. [PMID: 37065185 PMCID: PMC10104481 DOI: 10.1007/s10453-022-09756-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 09/02/2022] [Indexed: 06/19/2023]
Abstract
The goal of this study is to determine if the annual pollen integral (APIn) for the top tree allergens in the City of Albuquerque is correlated with meteorological variables. This analysis would be the first of its kind for this area. We used 17 consecutive years from 2004 to 2020 and data collected by the city of Albuquerque using a Spore Trap (Burkard) volumetric air sampler in a location designed to represent a typical desert environment. The pollen studied include Juniper, Elm, Ash, Cottonwood, and Mulberry. We found a negative linear correlation with early summer temperatures of the previous year and APIn for Elm, Cottonwood, and Mulberry, and early fall temperatures for Juniper. Linear regression models developed for Elm, Cottonwood, and Mulberry used the monthly mean maximum temperature for the month of June of the prior year as the independent variable to yield a R squared statistic (R 2) of 0.88, 0.91 and 0.78, respectively. For Juniper, the average monthly mean minimum temperature for the previous September and October served as the independent variable and yielded the R 2 value of 0.80. We also observed a positive trend for the annual maximum temperature over time and a negative trend for the total APIn. Summers in New Mexico are hot and dry, and they may be getting hotter and drier because of climate change. Our analysis predicts that climate change in this area may lead to reduced allergies if temperatures continue to increase and if precipitation patterns remain the same.
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Affiliation(s)
- Claudia M Aprea
- Mathematics and Physical Science Department, Northern New Mexico College (NNMC), 921 N. Paseo de Oñate, Española, NM 87532, USA
| | - David J Torres
- Mathematics and Physical Science Department, Northern New Mexico College (NNMC), 921 N. Paseo de Oñate, Española, NM 87532, USA
| | - Melany M Cordova
- Mathematics and Physical Science Department, Northern New Mexico College (NNMC), 921 N. Paseo de Oñate, Española, NM 87532, USA
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Torres DJ, Romero A, Colgan W, Ricoy UM. A low-cost computational approach to analyze spiking activity in cockroach sensory neurons. Adv Physiol Educ 2021; 45:145-153. [PMID: 33661048 PMCID: PMC8091935 DOI: 10.1152/advan.00034.2020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 12/11/2020] [Accepted: 12/11/2020] [Indexed: 06/12/2023]
Abstract
Undergraduates use a spike sorting routine developed in Octave to analyze the spiking activity generated from mechanical stimulation of spines of cockroach legs with the inexpensive SpikerBox amplifier and the free software Audacity. Students learn the procedures involved in handling the cockroaches and recording extracellular action potentials (spikes) with the SpikerBox apparatus as well as the importance of spike sorting for analysis in neuroscience. The spike sorting process requires students to choose the spike threshold and spike selection criteria and interact with the clustering process that forms the groups of similar spikes. Once the spike groups are identified, interspike intervals and neuron firing frequencies can be calculated and analyzed. A classic neurophysiology lab exercise is thus adapted to be interdisciplinary for underrepresented students in a small rural college.
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Affiliation(s)
- David J Torres
- Mathematics and Physical Science Department, Northern New Mexico College, Española, New Mexico
| | - Andres Romero
- Biology, Chemistry, and Environmental Science Department, Northern New Mexico College, Española, New Mexico
| | - Wes Colgan
- Biology, Chemistry, and Environmental Science Department, Northern New Mexico College, Española, New Mexico
| | - Ulises M Ricoy
- Biology, Chemistry, and Environmental Science Department, Northern New Mexico College, Española, New Mexico
- Department of Neuroscience, The University of Arizona, Tucson, Arizona
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Abstract
The Varroa destructor mite has been associated with the recent decline in honey bee populations. While experimental data are crucial in understanding declines, insights can be gained from models of honey bee populations. We add the influence of the V. destructor mite to our existing honey bee model in order to better understand the impact of mites on honey bee colonies. Our model is based on differential equations which track the number of bees in each day in the life of the bee and accounts for differences in the survival rates of different bee castes. The model shows that colony survival is sensitive to the hive grooming rate and reproductive rate of mites, which is enhanced in drone capped cells.
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Affiliation(s)
- David J. Torres
- Department of Mathematics and Physical Science, Northern New Mexico College, Española, NM 87532, USA
- Correspondence:
| | - Nicholas A. Torres
- Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX 78712, USA;
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Cannon JL, Byrum JR, Gridley R, Mrass P, Valenzuela M, Torres DJ, Fricke M, Moses ME. Interleukin 7 regulates naive T cell metabolism to promote motility of T cells. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.221.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Interleukin-7 (IL-7) is a key cytokine that drives the survival and maintenance of naïve T cells in lymph nodes. Naïve T cells continuously move throughout lymph nodes in order to interact with dendritic cells (DCs) to become activated and promote an effective immune response. As IL-7 is highly expressed in lymph nodes, we investigated whether IL-7 might regulate T cell movement potentiating T-DC interaction. Using two photon microscopy, we show IL-7 promotes T cell motility in vitro and in vivo. Downstream of IL-7, JAK3 and STAT5 signaling are important to regulate T cell speed. To understand the mechanism underlying IL-7 effects on T cell movement, we investigated whether IL-7 might change the metabolic profile of naïve T cells. Using the Seahorse analyzer, we show that IL-7 can affect the metabolic profile of naïve T cells, particularly CD8 T cells. The chemokine CCL21 has previously been shown to drive T cell motility. We then asked whether IL-7 and CCL21 might combine to modulate effects on T cell metabolism. We find that CCL21 decreases ATP production and this decrease in ATP production persists even in the presence of IL-7. Our results suggest that IL-7 is a novel regulator of T cell motion in lymph nodes via changes in T cell metabolism, leading efficient T cell responses.
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Thompson EA, Mitchell JS, Beura LK, Torres DJ, Mrass P, Pierson MJ, Cannon JL, Masopust D, Fife BT, Vezys V. Interstitial Migration of CD8αβ T Cells in the Small Intestine Is Dynamic and Is Dictated by Environmental Cues. Cell Rep 2020; 26:2859-2867.e4. [PMID: 30865878 DOI: 10.1016/j.celrep.2019.02.034] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 08/05/2018] [Accepted: 02/08/2019] [Indexed: 02/08/2023] Open
Abstract
The migratory capacity of adaptive CD8αβ T cells dictates their ability to locate target cells and exert cytotoxicity, which is the basis of immune surveillance for the containment of microbes and disease. The small intestine (SI) is the largest mucosal surface and is a primary site of pathogen entrance. Using two-photon laser scanning microscopy, we found that motility of antigen (Ag)-specific CD8αβ T cells in the SI is dynamic and varies with the environmental milieu. Pathogen-specific CD8αβ T cell movement differed throughout infection, becoming locally confined at memory. Motility was not dependent on CD103 but was influenced by micro-anatomical locations within the SI and by inflammation. CD8 T cells responding to self-protein were initially affected by the presence of self-Ag, but this was altered after complete tolerance induction. These studies identify multiple factors that affect CD8αβ T cell movement in the intestinal mucosa and show the adaptability of CD8αβ T cell motility.
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Affiliation(s)
- Emily A Thompson
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jason S Mitchell
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Lalit K Beura
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA
| | - David J Torres
- Department of Mathematics and Physical Science, Northern New Mexico College, Espanola, NM 87532, USA
| | - Paulus Mrass
- Department of Molecular Genetics and Microbiology, University of New Mexico, Albuquerque, NM 87131, USA
| | - Mark J Pierson
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Judy L Cannon
- Department of Molecular Genetics and Microbiology, University of New Mexico, Albuquerque, NM 87131, USA
| | - David Masopust
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Brian T Fife
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Department of Medicine, University of Minnesota, Minneapolis, MN 55455, USA
| | - Vaiva Vezys
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455, USA; Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA.
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Abstract
Ecological studies and epidemiology need to use group averaged data to make inferences about individual patterns. However, using correlations based on averages to estimate correlations of individual scores is subject to an "ecological fallacy". The purpose of this article is to create distributions of Pearson R correlation values computed from grouped averaged or aggregate data using Monte Carlo simulations and random sampling. We show that, as the group size increases, the distributions can be approximated by a generalized hypergeometric distribution. The expectation of the constructed distribution slightly underestimates the individual Pearson R value, but the difference becomes smaller as the number of groups increases. The approximate normal distribution resulting from Fisher's transformation can be used to build confidence intervals to approximate the Pearson R value based on individual scores from the Pearson R value based on the aggregated scores.
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Affiliation(s)
- David J. Torres
- Department of Mathematics and Physical Science, Northern New Mexico College, Española, NM, USA
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Lozier MS, Li F, Bacon S, Bahr F, Bower AS, Cunningham SA, de Jong MF, de Steur L, deYoung B, Fischer J, Gary SF, Greenan BJW, Holliday NP, Houk A, Houpert L, Inall ME, Johns WE, Johnson HL, Johnson C, Karstensen J, Koman G, Le Bras IA, Lin X, Mackay N, Marshall DP, Mercier H, Oltmanns M, Pickart RS, Ramsey AL, Rayner D, Straneo F, Thierry V, Torres DJ, Williams RG, Wilson C, Yang J, Yashayaev I, Zhao J. A sea change in our view of overturning in the subpolar North Atlantic. Science 2019; 363:516-521. [PMID: 30705189 DOI: 10.1126/science.aau6592] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 12/18/2018] [Indexed: 11/03/2022]
Abstract
To provide an observational basis for the Intergovernmental Panel on Climate Change projections of a slowing Atlantic meridional overturning circulation (MOC) in the 21st century, the Overturning in the Subpolar North Atlantic Program (OSNAP) observing system was launched in the summer of 2014. The first 21-month record reveals a highly variable overturning circulation responsible for the majority of the heat and freshwater transport across the OSNAP line. In a departure from the prevailing view that changes in deep water formation in the Labrador Sea dominate MOC variability, these results suggest that the conversion of warm, salty, shallow Atlantic waters into colder, fresher, deep waters that move southward in the Irminger and Iceland basins is largely responsible for overturning and its variability in the subpolar basin.
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Affiliation(s)
- M S Lozier
- Division of Earth and Ocean Sciences, Duke University, Durham, NC, USA.
| | - F Li
- Division of Earth and Ocean Sciences, Duke University, Durham, NC, USA.
| | - S Bacon
- National Oceanography Centre, Southampton, UK
| | - F Bahr
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - A S Bower
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | | | - M F de Jong
- Royal Netherlands Institute for Sea Research and Utrecht University, Texel, Netherlands
| | - L de Steur
- Royal Netherlands Institute for Sea Research and Utrecht University, Texel, Netherlands
| | - B deYoung
- Department of Physics and Physical Oceanography, Memorial University, St. John'?s, Newfoundland, Canada
| | - J Fischer
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - S F Gary
- Scottish Association for Marine Science, Oban, UK
| | - B J W Greenan
- Bedford Institute of Oceanography, Dartmouth, Nova Scotia, Canada
| | | | - A Houk
- Department of Ocean Sciences, University of Miami, Miami, FL, USA
| | - L Houpert
- Scottish Association for Marine Science, Oban, UK
| | - M E Inall
- Scottish Association for Marine Science, Oban, UK.,School of Geosciences, University of Edinburgh, Edinburgh, UK
| | - W E Johns
- Department of Ocean Sciences, University of Miami, Miami, FL, USA
| | - H L Johnson
- Department of Earth Sciences, University of Oxford, Oxford, UK
| | - C Johnson
- Scottish Association for Marine Science, Oban, UK
| | - J Karstensen
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - G Koman
- Department of Ocean Sciences, University of Miami, Miami, FL, USA
| | - I A Le Bras
- Scripps Institution of Oceanography, UCSD, La Jolla, CA, USA
| | - X Lin
- Physical Oceanography Laboratory and Institute for Advanced Ocean Studies, Ocean University of China and Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - N Mackay
- National Oceanography Centre, Liverpool, UK
| | - D P Marshall
- Department of Physics, Oxford University, Oxford, UK
| | - H Mercier
- CNRS, Laboratoire d'?Océanographie Physique et Spatiale, Plouzané, France
| | - M Oltmanns
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - R S Pickart
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - A L Ramsey
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - D Rayner
- National Oceanography Centre, Southampton, UK
| | - F Straneo
- Scripps Institution of Oceanography, UCSD, La Jolla, CA, USA
| | - V Thierry
- IFREMER, Laboratoire d'Océanographie Physique et Spatiale, Plouzané, France
| | - D J Torres
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - R G Williams
- Department of Earth, Ocean and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - C Wilson
- National Oceanography Centre, Liverpool, UK
| | - J Yang
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - I Yashayaev
- Bedford Institute of Oceanography, Dartmouth, Nova Scotia, Canada
| | - J Zhao
- Woods Hole Oceanographic Institution, Woods Hole, MA, USA
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Byrum JR, Torres DJ, Mrass P, Oruganti SR, Cannon JL. IL-7 promotes naïve T cell motility and regulates T cell-dendritic cell contacts in the lymph node via JAK/STAT signaling. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.43.8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Naïve T cells contact dendritic cells (DCs) presenting antigen in lymph nodes to become activated. T cell motility is a key step to enabling T-DC interactions by bringing T cells into close proximity with DCs. We find a novel role for interleukin 7 (IL-7) in regulating T cell motility in lymph nodes. We show using 2 photon microscopy that IL-7 promotes T cell speed and increases the search area for individual T cells. Downstream of IL-7R, IL-7-mediated T cell motion required JAK/STAT activation, but IL-7R-mediated T cell motility occurred independently of mTOR signaling. Inhibition of IL-7-IL-7R signaling resulted in reduced contact with DCs in the T cell zone of the lymph node. Using computational modeling, we show IL-7-IL-7R is specifically important for T cell contacts with unique DCs. Our results show a new role for IL-7-IL-7R in regulating T cell function by controlling T cell motility in the lymph node. Thus, IL-7-IL-7R axis promotes not only T cell development, survival, and proliferation, but also T cell motion, leading to enhanced T cell interaction with DCs.
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Abstract
Eusocial honey bee populations (Apis mellifera) employ an age stratification organization of egg, larvae, pupae, hive bees and foraging bees. Understanding the recent decline in honey bee colonies hinges on understanding the factors that impact each of these different age castes. We first perform an analysis of steady state bee populations given mortality rates within each bee caste and find that the honey bee colony is highly susceptible to hive and pupae mortality rates. Subsequently, we study transient bee population dynamics by building upon the modeling foundation established by Schmickl and Crailsheim and Khoury et al. Our transient model based on differential equations accounts for the effects of pheromones in slowing the maturation of hive bees to foraging bees, the increased mortality of larvae in the absence of sufficient hive bees, and the effects of food scarcity. We also conduct sensitivity studies and show the effects of parameter variations on the colony population.
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Affiliation(s)
- David J. Torres
- Department of Mathematics and Physical Science, Northern New Mexico College, Espanola, NM, USA
- * E-mail:
| | - Ulises M. Ricoy
- Department of Biology, Northern New Mexico College, Espanola, NM, USA
| | - Shanae Roybal
- Department of Biology, Northern New Mexico College, Espanola, NM, USA
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