Bains · Journal of immunology (Baltimore, Md. : 1950) 2009 · mathematical modeling study · n=?

Quantifying thymic export: combining models of naive T cell proliferation and TCR excision circle dynamics gives an explicit measure of thymic output.

Cited 129 times in the scientific literature.

Level 5 - mechanism / opinion, no new human data

Level 5 by design analogy: mathematical modeling and theoretical estimation applied to secondary published data.

PubMed 19734223 · doi:10.4049/jimmunol.0900743 · record verified 2026-08-26

What was done

The authors developed a mathematical modeling framework combining two sub-models—one modeling peripheral naive T cell proliferation based on Ki67 expression data, and another tracking T cell receptor excision circle (TREC) dynamics—to separate peripheral naive T cell division from direct thymic export. The approach was tested using previously published cross-sectional data on Ki67 expression and TRECs in naive CD4+ T cells from healthy humans aged 0 to 20 years.

What was found

The abstract reports no absolute numerical rates or confidence intervals. The model predicted a three-phase pattern for thymic export across age: an initial increase from birth peaking at approximately 1 year, followed by rapid involution until about 8 years, and a more gradual decline through 20 years. The modeled rate of involution is stated to match independent estimates based on thymic epithelial space.

Why it matters

TREC measurements alone conflate thymic export with peripheral cell division and loss. This framework provides a method to mathematically isolate thymic output non-invasively from standard cellular markers, offering a tool to assess thymic capacity in development, aging, and diseases such as HIV.

Limits

The abstract provides no exact numerical rates or sample size (n is unspecified), relying on previously published data rather than a new cohort. Findings depend on mathematical modeling assumptions regarding naive T cell dynamics rather than direct experimental measurement.

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