Abstract

Intravital microscopy and other direct-imaging techniques have allowed for a characterisation of leukocyte migration that has revolutionised the field of immunology, resulting in an unprecedented understanding of the mechanisms of immune response and adaptive immunity. However, there is an assumption within the field that modern imaging techniques permit imaging parameters where the resulting cell track accurately captures a cell’s motion. This notion is almost entirely untested, and the relationship between what could be observed at a given scale and the underlying cell behaviour is undefined. Insufficient spatial and temporal resolutions within migration assays can result in misrepresentation of important physiologic processes or cause subtle changes in critical cell behaviour to be missed. In this review, we contextualise how scale can affect the perceived migratory behaviour of cells, summarise the limited approaches to mitigate this effect, and establish the need for a widely implemented framework to account for scale and correct observations of cell motion. We then extend the concept of scale to new approaches that seek to bridge the current “black box” between single-cell behaviour and systemic response.

Highlights

  • Advances in experimental techniques have led to significant improvements in our understanding of the processes that govern adaptive immunity

  • They join a network of resident antigen-presenting cells (APCs) that sample tissue-derived lymph and encounter high densities of lymphocytes that entered the lymph nodes (LNs) primarily from the blood

  • We focused on the effects of scale on immune-cell migration, but scalebased phenomena in cell migration extends beyond just immune cells, and the recommendations made in this work can be applied to other migratory cell types, such as cancer cells with an invasive phenotype

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Summary

Introduction

Advances in experimental techniques have led to significant improvements in our understanding of the processes that govern adaptive immunity. Memory T cells and regulatory T cells, depending on their precise phenotype, can enter LNs via HEVs or from tissue-draining afferent lymph [7] Chemokines and their receptors are the essential messengers of leukocyte trafficking [8,9]. They must integrate these with adhesion cues, antigens, and the local ECM topology to follow longer-range chemotactic signals [6,10] This type of migration is commonly observed in interstitial DC migration in peripheral tissue and LNs. While the chemotactic response of cells to chemokines is only relevant to some lymphatic trafficking, chemokines can influence cell behaviour in other ways. A hybrid approach of experimental assays and mathematical models allow for the characterisation of immune cell migration under a variety of conditions that would be significantly more difficult or unfeasible in experimental assays alone [15,16]

Measuring Migration
Endpoint Assays
Kinetic Assays
How Can Cell Migration Be Quantified In Vivo and In Vitro?
Relating Cell Motion to Spatial and Temporal Observation Scales
The Causes and Appearance of Sub-Diffusive Motion
The Causes and Appearance of Super-Diffusive Motion
Variation of Temporal Scale in Experimental Assays
Phenomena of Scale in Endpoint Assays
Contextualising the Effects of Scales
Evaluation
Concluding Statements
Full Text
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