Mathematical modeling in necrotizing enterocolitis-a new look at an ongoing problem

Jeffrey S. Upperman, Victoria Camerini, Brian Lugo, Ivan Yotov, Joshua Sullivan, Joshua Rubin, Giles Clermont, Ruben Zamora, G. Bard Ermentrout, Henri R. Ford, Yoram Vodovotz

Research output: Contribution to journalReview article

22 Scopus citations

Abstract

Necrotizing enterocolitis (NEC) is the most common and lethal disease that affects the gastrointestinal (GI) tract of the premature infant. The etiology of NEC remains undefined. The only consistent epidemiological precursors for NEC are prematurity and enteral alimentation. Various inflammatory mediators, including tumor necrosis factor (TNF)-a, interleukin (IL)-1, IL-6, IL-8, IL-10, IL-18, platelet-activating factor (PAF), and nitric oxide (NO) have been implicated in the pathogenesis of NEC, but the kinetics and role of these agents are ill-defined. Currently, there are no biomarker predictors of NEC risk and severity. Sera or tissue from early time points in the development of the disease may help delineate early inflammatory events that predispose an individual to NEC, thus providing an interventional opportunity. We suggest that the lack of diagnostic and therapeutic modalities for NEC are due to the absence of a systems view of the disease, which in turn is hindered by a lack of sensitive physiological measurements that predict perturbations in the intestinal tissue compartment and an inability to reliably test serial samples for the presence of inflammatory mediators in small volumes and in a high-throughput manner. Computational modeling is a useful tool in the study of complex systems such as the inflammatory process. Computation models provide an "existence proof" for a given mechanism, uncover subtle inconsistencies between the underlying hypotheses and quantitative data, and force one to ask how much is known. We suggest that a properly validated and calibrated mathematical model of inflammation and its pathologic consequences in NEC will be useful for predicting the physiologic and biologic response in infants suffering from the disease.

Original languageEnglish (US)
Pages (from-to)445-453
Number of pages9
JournalJournal of Pediatric Surgery
Volume42
Issue number3
DOIs
StatePublished - Mar 2007

    Fingerprint

Keywords

  • Cytokines
  • Inflammation
  • Mathematical modeling
  • Necrotizing enterocolitis
  • Nitric oxide

ASJC Scopus subject areas

  • Surgery
  • Pediatrics, Perinatology, and Child Health

Cite this

Upperman, J. S., Camerini, V., Lugo, B., Yotov, I., Sullivan, J., Rubin, J., Clermont, G., Zamora, R., Ermentrout, G. B., Ford, H. R., & Vodovotz, Y. (2007). Mathematical modeling in necrotizing enterocolitis-a new look at an ongoing problem. Journal of Pediatric Surgery, 42(3), 445-453. https://doi.org/10.1016/j.jpedsurg.2006.10.053