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Record W4389228902 · doi:10.1182/blood-2023-190863

Single-Cell Revelation of Extensive Heterogeneity in the Human Lymphocyte and Neutrophil/Monocyte Lineage Restriction Process Despite Highly Co-Regulated Changes in Cell Cycle Control

2023· article· en· W4389228902 on OpenAlexaff
Fangwu Wang, Laura Natalia González-García, Martin Hirst, Benjamin D. Simons, Connie J. Eaves

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicImmune responses and vaccinations
Canadian institutionsUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsBiologyProgenitor cellHaematopoiesisCD19CD14MonocyteCD34PhenotypeCell biologyLineage markersCD15Stem cellImmunologyMolecular biologyGeneticsFlow cytometryGene

Abstract

fetched live from OpenAlex

The production of mature blood lineages in humans has been viewed as a hierarchical process in which the primitive cells with multi-lineage potential generate a series of progenitors with increasingly reduced self-renewal abilities and restricted lineage potentials. This concept has been largely supported by phenotypic characterization of starting CD34+ subsets of human CD45+ cells isolated from different hematopoietic tissues and assayed for their mature cell outputs in supportive systems in vitro or post-transplant and more recently by tracking changes in their molecular composition. Such experiments have suggested that cells that give rise to the lymphocyte lineages (L) share a common origin almost exclusively with the neutrophil and monocyte (macrophage) lineages (NM). However, the mechanisms that regulate the subsequent separation of these lineages starting from cells with presumed restricted L+NM potential have remained elusive. To address this question, we first developed a culture system that supports outputs of differentiated B (CD19+) and NM (CD15+/CD14+) from ≥50% of single CD34+ cells plated on a stromal layer of MS-5 feeders in a medium containing human IL-7, SCF and FLT3L. Use of this clonal assay revealed that cells with B+NM bi-potential constitute 20% of the CD45RA-CLEC12A- (RA-C-) cell subset of the CB “P-Mix” phenotype (CD34+CD38medCD71-CD10-, Blood 133:927, 2019); with the CD45RA+CLEC12A- (RA+C-) and CLEC12A+ (C+) cells displaying largely restricted outputs of only B- (30%) or only NM- (50%) progeny phenotypes, respectively. These same 3 “progenitor” phenotypes (RA-C-, RA+C-, C+) were also found to be regenerated in xenografted immunodeficient mice as well as in a further optimized in vitro system and their clonal output types and numbers consistent with the outputs of those isolated from fresh CB. To analyze T-cell lineage (T) restriction in parallel, we then further modified this culture system to include adherent DLL4, that we found allows B, T, N and M progeny to be produced from single input CB cells at a 40-60% efficiency, with numerous clones derived from single RA+C- cells containing B+T+M, or B+M, or B+T or T-only; a few with B- or M- only, and none with N. In contrast, under the same conditions, half of the documented C+ outputs were exclusively N with much lower lymphoid outputs of T-only or T+N/M. Together, these findings reveal the unanticipated importance of the external stimuli in revealing lineage potentials when these are undergoing restrictive changes. We then asked if and how these identified early phenotypes might change their cycling properties during the course of their progression. For this, the rate and progeny content of sequential cell divisions during the stimulated expansion of the CFSE labelled RA-C- input cells were measured under a supportive liquid culture condition. Throughout a 6-day period, almost all of the C+ progeny and a slightly lower proportion of the RA+C- outputs were generated from cells that transit through the cell cycle within 24 hours, whereas cells maintaining an undifferentiated RA-C- phenotype divided at significantly slower rates, suggesting a simultaneously initiated shortening of the cell cycle transit time during both L- and NM- restriction. In agreement with these functional results, a recent single-cell CITE-seq dataset generated in parallel showed higher expression of genes involved in cycling activities in the early L- and NM-restricted subsets as compared to the unrestricted RA-C- cells. Taken together, these results reveal important and disconnected features in the cell cycle control and previously unrecognized complex patterns in the biological outputs and molecular changes during the steps of L and NM restriction. In addition, they set the stage to enable preferred sequences and molecular changes responsible for normal and regenerative needs to be identified and their potential relevance to the formation of human lymphoblastic and myeloid leukemias to be characterized.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.384
Threshold uncertainty score0.428

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.260
Teacher spread0.242 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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