Omics · study · 2026
Responses to Nei-Xiao-Luo-Li-San in Toledo Diffuse Large B-Cell Lymphoma Cells: Potential Involvement of ATF5 and HDAC-Associated Epigenetic Changes
Listed in NCBI GEO
Description
Background
Diffuse large B-cell lymphoma (DLBCL) is the most common subtype of non-Hodgkin lymphoma in adults and is characterized by aggressive progression and substantial molecular and clinical heterogeneity. Despite advances in immunochemo-therapy, a considerable proportion of patients develop relapsed or refractory disease, highlighting the need to better understand the molecular mechanisms underlying DLBCL. Nei-Xiao-Luo-Li-San (NXLLS), a traditional herbal formulation historically used for nodules and tumor-like masses, provides a pharmacological model for inves-tigating molecular responses and candidate regulatory mechanisms in DLBCL.
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Meth-ods: NXLLS was chemically characterized to assess its compositional profile and compositional similarity among batches. Its biological effects were evaluated by as-sessing cell viability, migration, invasion, and cell-cycle progression in Toledo DLBCL cells. Molecular responses to NXLLS were investigated through an integrated approach combining transcriptomic analysis, network pharmacology, and molecular assays.
The functional role of ATF5 was further evaluated using lentiviral overexpression and knockdown. Results: Chromatographic profiling provided an exploratory assessment of compositional similarity among NXLLS samples and supported the selection of eight representative compounds using LC–MS annotation and HPLC authentic-standard confirmation. NXLLS reduced cell viability, migration, and invasion in Toledo DLBCL cells within the tested concentration range.
At the molecular level, NXLLS was associ-ated with altered cell-cycle distribution and potential G1-phase accumulation at later time points, reduced VEGF-associated ELISA signal, and modulated stress-response genes. RNA-seq revealed transcriptional changes involving stress-response and HDAC-associated epigenetic pathways. Correspondingly, HDAC expression was re-duced and histone acetylation (Ac-H3K9 and Ac-H3K27) was increased.
ATF5 knock-down recapitulated several cellular and epigenetic changes observed following NXLLS treatment, supporting ATF5 as a potential downstream mediator of the NXLLS re-sponse. Conclusions: This study identified potential molecular targets associated with the response to NXLLS in Toledo DLBCL cells, with ATF5 further investigated as a potential downstream mediator. The findings also suggest an association between the NXLLS response and HDAC-related epigenetic changes, providing a basis for further investigation of their mechanistic relationships.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE346nnn/GSE346534 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE346534 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1525709 ncbi.nlm.nih.gov/bioproject/PRJNA1525709 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Disease 75% · RNA sequencing 65%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE346534 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |