ReviewFrontiers in immunology2026
Stereotyped CLL-like immunoglobulin rearrangements in healthy repertoires: implications for leukemogenesis.
Review in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Chronic lymphocytic leukemia (CLL) is characterized by a highly biased B-cell receptor (BcR) immunoglobulin repertoire and by recurrent stereotyped receptors defined as quasi-identical BcR recurring in unrelated patients. High-throughput sequencing studies have shown that immunoglobulin rearrangements resembling these CLL stereotypes can also be detected in healthy individuals. Beyond their relevance to leukemogenesis, these findings provide a distinctive opportunity to investigate how recurrent BcR configurations are generated, selected, and maintained during normal B-cell development. In this review, we examine the occurrence of CLL-like stereotyped immunoglobulin rearrangements in healthy repertoires and discuss their implications for normal B-cell biology. Available studies indicate that these rearrangements are physiological components of the repertoire, detectable in cord blood, bone marrow, spleen, and peripheral blood, and distributed across transitional, naïve, marginal zone-like, and memory B-cell compartments. Their representation is non-random and subset specific, suggesting that different receptor configurations are subject to distinct developmental, tolerance, and antigen-driven selection pressures. Some rearrangements are preferentially associated with antigen-inexperienced compartments, whereas others are more frequently found in post-germinal-center populations, partially recapitulating the mutational context of their leukemic counterparts. However, healthy B cells generally lack the stringent light-chain restriction observed in established CLL subsets, indicating that leukemic stereotypy results from additional receptor refinement and clonal selection. Overall, the study of CLL-like stereotypes in healthy individuals extends beyond the identification of putative leukemic precursors. It reveals how convergent receptor architectures arise within physiological immunity, how autoreactive or polyreactive configurations may escape complete censoring, and how normal B-cell repertoires accommodate recurrent immunogenetic solutions without necessarily progressing to malignancy.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.