# Is Thymic Involution Truly a Deterioration or an Adaptation?

**Authors:** Yoh Iwasa, Rena Hayashi, Akane Hara, Kosei Matsuo

PMC · DOI: 10.1007/s11538-025-01569-0 · Bulletin of Mathematical Biology · 2026-01-17

## TL;DR

The paper suggests that thymic involution, often seen as immune decline with age, might actually be an adaptive strategy to optimize T cell production.

## Contribution

A novel theory is proposed that thymic involution could be an adaptive strategy rather than a deterioration.

## Key findings

- Thymic involution may be an optimal adaptive strategy to reduce naïve T cell production as memory T cells accumulate.
- Optimal naïve T cell production peaks shortly after birth and declines exponentially.
- If peripheral naïve T cells decay slowly, producing all T cells at birth may be optimal.

## Abstract

In mammals, the immune system recognizes and combats pathogens while retaining a memory of prior encounters. In the thymus, naïve T cells capable of recognizing specific antigens are generated through random gene rearrangement, ensuring a diverse immune repertoire. However, the production rate of naïve T cells declines with age, typically following an exponential or power-law function—a phenomenon known as thymic involution, which is often regarded as a deterioration of biological function (immunosenescence). In this paper, we propose a novel theory suggesting that thymic involution may represent an adaptive strategy. As individuals age, repeated exposure to diverse pathogens leads to the accumulation of memory T cells, thereby reducing the need for newly generated naïve T cells to combat infections. Moreover, naïve T cells can persist in the periphery and retain the capacity to initiate immune responses against novel antigens. Using Pontryagin’s Maximum Principle, we calculate the optimal schedule of naïve T cell production. The results show that the production rate peaks during a brief period shortly after birth, followed by an exponential decline throughout life, eventually reaching a phase in which naïve T cell production ceases. If peripheral naïve T cells decay very slowly, the optimal strategy may consist of producing all cohorts at birth, with no subsequent production.

## Full-text entities

- **Diseases:** Deterioration (MESH:D000075902), Thymic Involution (MESH:D013953), infections (MESH:D007239)

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12812081/full.md

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Source: https://tomesphere.com/paper/PMC12812081