Evidence map›Paper›PMID 42827528›Full record

ArticleFrontiers in cell and developmental biology2026

Single-cell transcriptomic characterization of a human MDS hematopoietic dataset and in vitro validation of apoptosis-related venetoclax resistance in human MDS-L cells.

Tianjiao Huang, Shiyu Li, Hong Zhou, Heng Guo, Suliang Wang

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Tianjiao Huang *Department of Hematology, Qiqihar Medical University (The Second Affiliated Hospital), Qiqihar, Heilongjiang, China.
Shiyu Li *Clinical Pathology Professional College, General Graduate School of Kyungwoon University, Gumi, North Gyeongsang, Republic of Korea.
Hong ZhouDepartment of Hematology, Qiqihar Medical University (The Second Affiliated Hospital), Qiqihar, Heilongjiang, China.
Heng GuoDepartment of Hematology, Qiqihar Medical University (The Second Affiliated Hospital), Qiqihar, Heilongjiang, China.
Suliang WangDepartment of Hematology, Qiqihar Medical University (The Second Affiliated Hospital), Qiqihar, Heilongjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Myelodysplastic syndromes (MDS) are heterogeneous clonal hematopoietic disorders in which dysregulated apoptosis, oxidative stress, and adaptive survival signaling contribute to disease persistence and therapeutic resistance. Venetoclax (VEN) targets BCL-2-dependent survival, but resistance is frequently accompanied by compensatory survival programs. Whether ferroptosis-associated transcriptional states are dynamically remodeled during VEN treatment and participate in this adaptive phenotype remains incompletely understood. Methods: We analyzed two independent human MDS single-cell RNA-sequencing cohorts together with an Results: Single-cell analysis revealed marked heterogeneity of ferroptosis-associated transcriptional programs across MDS hematopoietic populations. Longitudinal trajectories in GSE241417 demonstrated nonuniform, treatment-stage- and cell-state-dependent remodeling of ferroptosis balance, inflammatory context, and survival-associated programs. The independent GSE180298 cohort reproduced major disease-associated ferroptosis-related transcriptional differences. In VEN-resistant MDS-L cells, Conclusion: This study reveals cell-state-dependent and temporally dynamic ferroptosis-associated remodeling in MDS and identifies a coordinated apoptosis-redox transcriptional program associated with VEN resistance. The integration of longitudinal single-cell analysis, independent single-cell validation, and targeted qRT-PCR supports ferroptosis-defense pathways as a biologically relevant component of VEN-resistant adaptation and provides a rationale for future combination strategies that address both apoptotic dependence and redox-state plasticity.

Indexed as

apoptosisferroptosisMDS-L cellsmyelodysplastic syndromessingle-cell RNA sequencingvenetoclax resistance

Identifiers

PMID42827528
PMCPMC13630996

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.