# A comprehensive assessment using multiple factors based on HAS-Flow analysis predicts ATL development and progression

**Authors:** Hideaki Nakamura, Tatsuro Watanabe, Akemi Sato, Atsushi Kawaguchi, Kaoru Uchimaru, Yorifumi Satou, Eisaburo Sueoka

PMC · DOI: 10.1038/s41598-025-10822-4 · 2025-07-22

## TL;DR

This study uses flow cytometry and other markers to predict the development and progression of adult T-cell leukemia/lymphoma in HTLV-1 carriers.

## Contribution

The study introduces a comprehensive assessment using HAS-Flow and multiple factors to predict ATL progression.

## Key findings

- Higher CADM1-expressing cells and sIL-2R levels are linked to earlier ATL development.
- HTLV-1 integration site identification helps predict progression to aggressive ATL.
- Group 3 (CADM1 >25%) had the highest risk of developing aggressive ATL.

## Abstract

Adult T-cell leukemia/lymphoma develops decades after Human T-lymphotropic virus type 1 (HTLV-1) infection. Factors like proviral load (PVL), soluble interleukin-2 receptors (sIL-2R), and clonality are associated with its pathogenesis. However, a comprehensive assessment using multiple factors of ATL development and progression based on flow cytometry (HAS-Flow) has not been performed. We conducted a 10-year clinical follow-up of 160 asymptomatic people living with HTLV-1 using HAS-Flow, PVL, sIL-2R, and the HTLV-1 integration site identification. The cases were classified into three groups based on cell adhesion molecule 1 (CADM1)-expressing cells by HAS-Flow: Group 1 (≤ 10%, 115 cases), Group 2 (> 10% to ≤ 25%, 33 cases), and Group 3 (> 25%, 12 cases). In the follow-up, no cases in Group 1 developed ATL, while five cases in Group 2 and nine in Group 3 did. Among the developed ATL, one case in Group 2 and six in Group 3 progressed to aggressive ATL. Higher CADM1-expressing cells and sIL-2R levels were linked to earlier ATL development. The HTLV-1 integration site was identified in all aggressive ATL cases. Thus, evaluating CADM1-expressing cells by HAS-Flow, assessing sIL-2R, and identifying the HTLV-1 integration site can better predict ATL development and progression to aggressive ATL.

## Linked entities

- **Genes:** CADM1 (cell adhesion molecule 1) [NCBI Gene 23705]
- **Diseases:** Adult T-cell leukemia/lymphoma (MONDO:0019471)

## Full-text entities

- **Genes:** CADM1 (cell adhesion molecule 1) [NCBI Gene 23705] {aka BL2, IGSF4, IGSF4A, NECL2, Necl-2, RA175}, HAS1 (hyaluronan synthase 1) [NCBI Gene 3036] {aka HAS}
- **Diseases:** Adult T-cell leukemia/lymphoma (MESH:D015459), infection (MESH:D007239)
- **Species:** Human T-cell leukemia virus type I (no rank) [taxon 11908]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12284177/full.md

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Source: https://tomesphere.com/paper/PMC12284177