Converse Smith-Martin cell cycle kinetics by transformed B lymphocytes.

Recent studies using direct live cell imaging have reported that individual B lymphocytes have correlated transit times between their G1 and S/G2/M phases. This finding is in contradiction with the influential model of Smith and Martin that assumed the bulk of the total cell cycle time variation arises in the G1 phase of the cell cycle with little contributed by the S/G2/M phase. Here we extend these studies to examine the relation between cell cycle phase lengths in two B lymphoma cell lines. We report that transformed B lymphoma cells undergo a short G1 period that displays little correlation with the time taken for the subsequent S/G2/M phase. Consequently, the bulk of the variation noted for total division times within a population is found in the S/G2/M phases and not the G1 phase. Models that reverse the expected source of variation and assume a single deterministic time in G1 followed by a lag + exponential distribution for S/G2/M fit the data well. These models can be improved further by adopting two sequential distributions or by using the stretched lognormal model developed for primary lymphocytes. We propose that shortening of G1 transit times and uncoupling from other cell cycle phases may be a hallmark of lymphocyte transformation that could serve as an observable phenotypic marker of cancer evolution.

Comparative evaluation of performance measures for shading correction in time-lapse fluorescence microscopy.

Time-lapse fluorescence microscopy is a valuable technology in cell biology, but it suffers from the inherent problem of intensity inhomogeneity due to uneven illumination or camera nonlinearity, known as shading artefacts. This will lead to inaccurate estimates of single-cell features such as average and total intensity. Numerous shading correction methods have been proposed to remove this effect. In order to compare the performance of different methods, many quantitative performance measures have been developed. However, there is little discussion about which performance measure should be generally applied for evaluation on real data, where the ground truth is absent. In this paper, the state-of-the-art shading correction methods and performance evaluation methods are reviewed. We implement 10 popular shading correction methods on two artificial datasets and four real ones. In order to make an objective comparison between those methods, we employ a number of quantitative performance measures. Extensive validation demonstrates that the coefficient of joint variation (CJV) is the most applicable measure in time-lapse fluorescence images. Based on this measure, we have proposed a novel shading correction method that performs better compared to well-established methods for a range of real data tested.

T-cell stimuli independently sum to regulate an inherited clonal division fate.

In the presence of antigen and costimulation, T cells undergo a characteristic response of expansion, cessation and contraction. Previous studies have revealed that population-level reproducibility is a consequence of multiple clones exhibiting considerable disparity in burst size, highlighting the requirement for single-cell information in understanding T-cell fate regulation. Here we show that individual T-cell clones resulting from controlled stimulation in vitro are strongly lineage imprinted with highly correlated expansion fates. Progeny from clonal families cease dividing in the same or adjacent generations, with inter-clonal variation producing burst-size diversity. The effects of costimulatory signals on individual clones sum together with stochastic independence; therefore, the net effect across multiple clones produces consistent, but heterogeneous population responses. These data demonstrate that substantial clonal heterogeneity arises through differences in experience of clonal progenitors, either through stochastic antigen interaction or by differences in initial receptor sensitivities.

Regulation of platelet lifespan in the presence and absence of thrombopoietin signaling.

UNLABELLED: Essentials We examined platelet survival in models of absent or enhanced thrombopoietin (TPO) signaling. Platelet lifespan is normal in transgenic mice with chronically enhanced TPO signaling. Mpl deficiency does not negatively affect platelet lifespan in the absence of thrombocytopenia. We conclude that TPO and its receptor Mpl are dispensable for platelet survival in adult mice. SUMMARY: Background It is well established that thrombopoietin (TPO), acting via its receptor Mpl, is the major cytokine regulator of platelet biogenesis. The primary mechanism by which TPO signaling stimulates thrombopoiesis is via stimulation of Mpl-expressing hematopoietic progenitors; Mpl on megakaryocytes and platelets acts to control the amount of TPO available. TPO could potentially reduce platelet and/or megakaryocyte apoptosis, and therefore increase the platelet count. However, the effect of TPO receptor signaling on platelet survival is unresolved. Methods and results Here, we investigated platelet survival in mouse models of absent or enhanced TPO signaling. In the absence of thrombocytopenia, Mpl deficiency did not negatively influence platelet lifespan, and nor was platelet survival affected in transgenic mice with chronically increased TPO signaling. Conclusions We conclude that TPO and its receptor Mpl are dispensable for platelet survival in adult mice.

Quantal and graded stimulation of B lymphocytes as alternative strategies for regulating adaptive immune responses.

Lymphocytes undergo a typical response pattern following stimulation in vivo: they proliferate, differentiate to effector cells, cease dividing and predominantly die, leaving a small proportion of long-lived memory and effector cells. This pattern results from cell-intrinsic processes following activation and the influence of external regulation. Here we apply quantitative methods to study B-cell responses in vitro. Our results reveal that B cells stimulated through two Toll-like receptors (TLRs) require minimal external direction to undergo the basic pattern typical of immunity. Altering the stimulus strength regulates the outcome in a quantal manner by varying the number of cells that participate in the response. In contrast, the T-cell-dependent CD40 activation signal induces a response where division times and differentiation rates vary in relation to stimulus strength. These studies offer insight into how the adaptive antibody response may have evolved from simple autonomous response patterns to the highly regulable state that is now observed in mammals.

The effect of correlations on the population dynamics of lymphocytes.

Recent studies of the population dynamics of a system of lymphocytes in an in vitro immune response have reported strong correlations in cell division times, both between parents and their progeny, and between those of sibling cells. The data also show a high level of correlation in the ultimate number of divisions achieved by cells within the same clone. Such correlations are often ignored in mathematical models of cell dynamics as they violate a standard assumption in the theory of branching processes, that of the statistical independence of cells. In this article we present a model in which these correlations can be incorporated, and have used this model to study the effect of these correlations on the population dynamics of a system of cells. We found that correlation in the division times between parents and their progeny can alter the mean population size of clones within the system, while all of the correlations can affect the variance in the sizes of different clones. The model was then applied to experimental data obtained from time-lapse video microscopy of a system of CpG stimulated B lymphocytes and it was found that inclusion of the correct correlation structure is necessary to accurately reproduce the observed population dynamics. We conclude that correlations in the dynamics of cells within an ensemble will affect the population dynamics of the system, and the effects will become more pronounced as the number of divisions increases.

A single-cell pedigree analysis of alternative stochastic lymphocyte fates.

In contrast to most stimulated lymphocytes, B cells exposed to Toll-like receptor 9 ligands are nonself-adherent, allowing individual cells and families to be followed in vitro for up to 5 days. These B cells undergo phases typical of an adaptive response, dividing up to 6 times before losing the impetus for further growth and division and eventually dying by apoptosis. Using long-term microscopic imaging, accurate histories of individual lymphocyte fates were collected. Quantitative analysis of family relationships revealed that times to divide of siblings were strongly related but these correlations were progressively lost through consecutive divisions. A weaker, but significant, correlation was also found for death times among siblings. Division cessation is characterized by a loss of cell growth and the division in which this occurs is strongly inherited from the original founder cell and is related to the size this cell reaches before its first division. Thus, simple division-based dilution of factors synthesized during the first division may control the maximum division reached by stimulated cells. The stochastic distributions of times to divide, times to die, and divisions reached are also measured. Together, these results highlight the internal cellular mechanisms that control immune responses and provide a foundation for the development of new mathematical models that are correct at both single-cell and population levels.

A model of immune regulation as a consequence of randomized lymphocyte division and death times.

The magnitude of an adaptive immune response is controlled by the interplay of lymphocyte quiescence, proliferation, and apoptosis. How lymphocytes integrate receptor-mediated signals influencing these cell fates is a fundamental question for understanding this complex system. We examined how lymphocytes interleave times to divide and die to develop a mathematical model of lymphocyte growth regulation. This model provides a powerful method for fitting and analyzing fluorescent division tracking data and reveals how summing receptor-mediated kinetic changes can modify the immune response progressively from rapid tolerance induction to strong immunity. An important consequence of our results is that intrinsic variability in otherwise identical cells, usually dismissed as noise, may have evolved to be an essential feature of immune regulation.

Quantitative rules for lymphocyte regulation: the cellular calculus and decisions between tolerance and activation.

The innovation of fluorescent division-tracking techniques has elevated our understanding of lymphocytes to a new level. These techniques applied in vitro have identified quantitative rules for lymphocyte differentiation, proliferation and survival that had previously been hidden. The many patterns of quantitative response revealed by these analyses provide a sharp contrast to the traditional idea that T cells must make a binary choice between tolerance and activation. Here, evidence for the classic dogma of two-signal theory and T-T help is re-examined in the light of the new quantitative view to show how logical difficulties can be resolved.

B cells activated via CD40 and IL-4 undergo a division burst but require continued stimulation to maintain division, survival and differentiation.

T cell stimulation of B cell proliferation during T-B collaboration requires membrane-bound stimulatory ligands, such as CD40 ligand and the secretion of soluble cytokines, such as IL-4. Nevertheless, it remains unclear whether T cell contact is required to provoke each consecutive B cell division, or whether B cells divide in a T cell-free burst following the initial stimulation. To test this, naive B cells were cultured with anti-CD40 monoclonal antibody (mAb) and IL-4 and, after various times, these stimuli were removed and the cells re-cultured with or without further stimulation. Following stimulus removal, B cells were able to continue proliferating, with the size of the B cell burst dependent on the strength of the initial anti-CD40 mAb stimulus. Furthermore, in the absence of activating signals from anti-CD40 and/or IL-4, re-cultured B cells died rapidly. In addition, B cells undergoing a stimulus-free division burst could switch to IgG1. Thus, maximal B cell proliferation, differentiation and survival may require continued, although not necessarily consecutive, cognate interactions with T cells. These results suggest that antigen persistence and T cell help are necessary to sustain B cell proliferation and differentiation in vivo.

Flow cytometric cell division tracking using nuclei.

BACKGROUND: Labeling cells with 5-(and-6) carboxyfluorescein diacetate succinimidyl ester (CFSE) allows their subsequent division history to be determined by flow cytometry. Whether nuclei isolated from CFSE-labeled cells retain any or sufficient dye to reveal the same division history was unknown. If division tracking in nuclei were possible, it would enable the development of new methods for monitoring quantitative changes in nuclei components and how these might vary with successive divisions. METHODS: Nuclei from CFSE-labeled B cells were prepared by lysing whole cells with nonionic detergent Nonidet P-40 (NP-40). The purified nuclei were subsequently fixed with paraformaldehyde and permeabilized with Tween 20 in order to perform intranuclear staining. RESULTS: Purified nuclei displayed the equivalent asynchronous cell division profile as intact cells. Furthermore, the possibility of simultaneously monitoring division history with intranuclear staining was established by labeling bromodeoxyuridine (BrdU) incorporated into DNA during a brief pulse prior to harvesting cells. This result was verified with the staining of proliferating cell nuclear antigen (PCNA). In addition, aminoactinomycin D (7-AAD) staining established that cell cycle stage and cell division history could be simultaneously determined. CONCLUSIONS: Our results demonstrate that cell division history is retained in purified cell nuclei after CFSE labeling and can be used in combination with intranuclear immunofluorescent labeling and DNA staining to provide a comprehensive analysis of nuclei by flow cytometry. This method should prove useful for assessing differential nuclear translocation and accumulation of molecular components during consecutive division rounds and during different stages of the cell cycle.

Absence of lipopolysaccharide high-dose paralysis in B-cell responses: implications for the one-signal theory.

Over 20 years ago, Coutinho and Möller reported that high concentrations of LPS were paralytic for the development of antibody secreting cells (ASC). This data was used to explain bell-shaped dose-response curves observed for antihapten antibody formation in response to haptenated LPS. In turn, this bell curve was used to formulate the one-signal model of B cell activation, which argued that antigen signalling was generally unimportant to B cell responses. The present paper re-examines LPS dose-response curves and finds results that do not support the view that high doses of LPS inhibit B cell differentiation to ASC. If high-dose paralysis is not an attribute of LPS stimulation, then the bell-shaped dose curve for hapten-specific ASC originally observed by Coutinho and Möller required an alternative explanation. Through the use of haptenated Ficoll, it was possible to show that the generation of LPS-induced antitrinitrophenol ASC could be inhibited by antigen presented on an inert substrate. Thus, the transmission of surface Ig-mediated (antigen) signals at higher concentrations can explain the antihapten bell-shaped dose curves, in contradiction to the conclusions of the one-signal model.

Regulation of lipopolysaccharide-induced B-cell activation: evidence that surface immunoglobulin mediates two independently regulated signals.

An antigen-specific B cell response can be induced by low concentrations of haptenated lipopolysaccharide (LPS), whereas high concentrations are inhibitory. Two explanations have been proposed for the latter phenomenon. In the first, specific surface Ig focuses LPS to the B cell membrane, where high local concentrations of the mitogen become paralytic for B cell responses. In the alternative, transmission of an antigen signal at higher concentrations of hapten LPS actively inhibits the development of antibody secreting cells (ASC). In the present paper, the immunosuppressant cyclosporine A (CsA) was used to attempt to distinguish between these two models. Cyclosporine A did not block the inhibitory effects of goat anti-IgM (galphaIgM) on development of ASC induced by LPS and therefore was unsuitable for testing between the two models. However, surprisingly, in the presence but not the absence of CsA, even low concentrations of galphaIgM became inhibitory for LPS-induced B cell proliferation. Thus, a CsA-insensitive signal could inhibit both B cell proliferation and the development of ASC. In contrast, the CsA-sensitive signal induced by sIg required high concentrations of galphaIgM for triggering and enhanced the LPS proliferative response without affecting development of ASC. Evidence is presented that these two signals are regulated independently, suggesting that together they may transmit information about the physical form of an antigen to the B cell.

A cellular calculus for signal integration by T cells.

During an immune response numerous receptor-mediated signals delivered to T cells direct their proliferation, survival and differentiation. Here, we describe a quantitative model and in vitro methods for assessing the "calculus" used by T cells to process these multiple signals. The model reveals how T cells convert independently received signals into linear additive effects on division times which, in turn, amplify T cell number exponentially. These results explain why so many ligands can each appear obligatory for T cell activation and argue for a re-examination of the two-signal theory as the basis for decisions between tolerance and activation.

Quantitative analysis of lymphocyte differentiation and proliferation in vitro using carboxyfluorescein diacetate succinimidyl ester.

Mature T and B lymphocytes respond to receptor-delivered signals received during and following activation. These signals regulate the rates of cell death, growth, differentiation and migration that ultimately establish the behaviour patterns collectively referred to as immune regulation. We have been pursuing the philosophy that in vitro systems of lymphocyte stimulation, when analysed quantitatively, help reveal the logical attributes of lymphocyte behaviour. The development of carboxyfluorescein diacetate succinimidyl ester (CFSE) to track division has enabled the variable of division number to be incorporated into these quantitative analyses. Our studies with CFSE have established a fundamental link between differentiation and division number. Isotype switching, expression of T cell cytokines, surface receptor alterations and changes to intracellular signalling components all display independent patterns of change with division number. The stochastic aspects of these changes and the ability of external signals to independently regulate them argue for a probabilistic modelling framework for describing and understanding immune regulation.

Switching to IgG3, IgG2b, and IgA is division linked and independent, revealing a stochastic framework for describing differentiation.

LPS was used to induce switching of B cells to IgG3 and, in the presence of TGF-beta, to IgG2b and IgA. Switching to all three isotypes increased with division number according to a consistent relationship that was independent of time in culture. The mode of activation altered the relationship with division, as CD40 ligand increased switching to IgA and decreased switching to IgG2b and IgG3 when measured per division. This division-linked switching behavior could be described by Gaussian probability distributions centered around a mean division number. The divisions at which switching to IgG3 and IgG2b occurred overlapped, raising the possibility that the two switching mechanisms were linked. However, when IgG3+ and IgG3- B cells were sorted and placed back in culture, they switched to IgG2b at an equivalent rate, indicating that alternative switching decisions were made independently within a single cell. As a consequence, isotype switching could be predicted at the population level by standard probability laws. Therefore, division number provides a framework for a stochastic description of differentiation that may be widely applicable.

Integrating signals from IFN-gamma and IL-4 by B cells: positive and negative effects on CD40 ligand-induced proliferation, survival, and division-linked isotype switching to IgG1, IgE, and IgG2a.

IL-4 and IFN-gamma each have potent effects on B cell responses as well as strong mutual antagonism. Here we have examined the quantitative effects of these cytokines on CD40 ligand-induced B cell proliferation, cell survival, and division-linked isotype switching. Both IL-4 (strongly) and IFN-gamma (weakly) enhanced the number of B cells found in culture by reducing the average time cells take to enter the first division cycle and by promoting B cell survival. When added in combination, the net effect of IL-4 and IFN-gamma on time to division and survival was a response intermediate between that of the two cytokines alone, indicating a partial antagonism of IL-4 by IFN-gamma. By modulating both time to division and cell survival, these small effects of IFN-gamma are amplified and give rise to large reductions in cell number in the presence of IL-4. At higher concentrations, IFN-gamma had minor inhibitory effects on IL-4-induced isotype switching to IgG1 and greater effects on IgE. A reciprocal relation was observed between the ability to inhibit IgE at late cell divisions vs induction of IgG2a. In contrast, IL-4 did not prevent switching to IgG2a induced by IFN-gamma alone. Therefore, antagonism between IFN-gamma and IL-4 is observed at multiple levels and over different concentration ranges, resulting in complex net outcomes. The evolutionary significance of this complexity is discussed.

Switch recombination and germ-line transcription are division-regulated events in B lymphocytes.

Treatment of resting murine B lymphocytes with CD40 ligand (CD40L) and IL-4 induces proliferation and a switch in immunoglobulin (Ig) isotype surface expression from IgM and IgD to IgG1 and IgE. Using a fluorescent dye to enable cell sorting according to cell division cycle number, we have examined molecular events associated with B cell differentiation, namely, germ-line transcription and DNA recombination. Digestion-circularisation polymerase chain reaction experiments showed that DNA recombination leading to isotype switching from IgM to IgG1 surface expression is division-dependent and was first detected after B cells had divided three times. Similarly, DNA rearrangement involving the IgE switch region was detectable only after five division cycles. These division cycle numbers correlate with the numbers of divisions required before surface expression of the switched isotype [P.D. Hodgkin, J.-H. Lee, A.B. Lyons, J. Exp. Med. 184 (1996) 277-281]. RT-PCR analyses also revealed that germ-line transcripts for both IgG1 and IgE increased with division number suggesting a threshold expression level may be required for recombination to occur.

Role of anti-donor antibody in the rejection of pig proislet xenografts in mice.

CBA/H mice produced serum anti-pig IgG1, IgG2a, and IgG2b following xenotransplantation of pig proislets beneath the kidney capsule; anti-pig IgM was present as pre-existing antibody in the serum of normal CBA/H mice and was also produced in response to pig proislet xenografts. Serum anti-pig IgG3 was not detected post-xenotransplantation. Rejection of pig proislet xenografts and the production of anti-pig IgG1, IgG2a, and IgG2b isotypes were CD4 T cell-dependent. The capacity for adoptively transferred hyperimmune CBA/H mouse anti-pig PBL serum to induce the rejection of intact pig proislet xenografts in CD4 T cell-depleted mice was dose dependent and correlated with markedly elevated levels of serum anti-pig IgG3. Levels of anti-pig IgG1, IgG2a, IgG2b, and IgM comparable to control mice acutely rejecting pig proislet xenografts and achieved following adoptive transfer of hyperimmune serum did not correlate with induced xenograft rejection. These findings suggest that anti-pig Ig isotypes produced during the conventional process of acute proislet xenograft rejection do not play a major role in mediating graft damage. The acute rejection of pig proislet xenografts in the absence of serum anti-pig Ig in microMT-/- hosts confirmed that anti-pig antibody is not essential for proislet xenograft destruction.