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Evidence for bistable bacteria-neutrophil interaction and its clinical implications
Roy Malka, Baruch Wolach, Ronit Gavrieli, Eliezer Shochat, Vered Rom-Kedar
Roy Malka, Baruch Wolach, Ronit Gavrieli, Eliezer Shochat, Vered Rom-Kedar
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Research Article

Evidence for bistable bacteria-neutrophil interaction and its clinical implications

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Abstract

Neutropenia, which may develop as a consequence of chemotherapy, increases the risk of bacterial infection. Similarly, increased risk of bacterial infection appears in disorders of phagocytic functions, such as the genetic disorder chronic granulomatous disease. To elucidate the organizing principles behind these distinct immunodeficiency conditions, we investigated the interaction between in vitro bacteria and human neutrophils by experiments and mathematical modeling. The model and the experiments showed that the in vitro bacterial dynamics exhibit bistability for a certain range of neutrophil concentration and function. Thus, there is a critical bacterial concentration above which infection develops, and below which neutrophils defeat the bacteria. Whereas with normal neutrophil concentration and function, an infection may develop when the initial bacterial concentration is very high, under neutropenic conditions or when there is neutrophil dysfunction, the critical bacterial concentration can be lower, within the clinically relevant range. We conclude that critical bacterial concentration has clinically relevant implications. The individual maximum bearable bacterial concentration depended on neutrophil concentration, phagocytic activity, and patient barrier integrity; thus, the resulting maximal bearable bacterial concentration may vary by orders of magnitude between patients. Understanding the interplay between neutrophils and bacteria may enhance the development of new therapeutic approaches to bacterial infections.

Authors

Roy Malka, Baruch Wolach, Ronit Gavrieli, Eliezer Shochat, Vered Rom-Kedar

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Figure 5

Parameter fit.

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Parameter fit.
Using the P1 parameters of Table 2, we integrated the fit...
Using the P1 parameters of Table 2, we integrated the fitted model of Equation 3 and plotted the bacterial dynamics for experimental N of 2.5 × 105 (A), 5 × 105 (B), 7.5 × 105 (C), and 10 × 105 (D) neutrophils/ml. Solid curves are monotonically increasing and correspond to the bacterial growth regime; dashed curves correspond to the bacterial decrease regime. The data points of P1 (see Table 1) were well described by these curves. Plotted are [t*,B(0)] — the time t* at which the simulation crosses a B(0) value — and the corresponding value of B(60 minutes), at time t* + 60. As expected, B(60 minutes) values were very close to the fitted bacterial-dynamics curves.

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ISSN: 0021-9738 (print), 1558-8238 (online)

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