Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia

<b>Background/Objectives</b>: Molecular subtyping of pediatric B-cell acute lymphoblastic leukemia (B-ALL) has improved patient outcomes through stratification and selection of targeted therapies. Despite extensive genomic and transcriptomic profiling of this cancer, few studies to date have characterized the proteomic landscape, although proteins are the direct targets of many therapeutic agents. <b>Methods</b>: In this study, we demonstrate the utility of multi-omic integration of global transcriptomic, proteomic, and phosphoproteomic profiles of samples from patients diagnosed with either of two B-ALL subtypes-Ph-like (<i>BCR::ABL1</i>-like) and <i>ETV6::RUNX1</i>. Through individual and multi-omic analysis, we recapitulate known transcriptomic findings and identify novel subtype-specific proteomic and phosphoproteomic biomarkers. <b>Conclusions</b>: Our findings suggest a previously undescribed role for calcium-dependent signaling processes in Ph-like B-ALL, which has the potential to serve as a novel avenue for targeted treatments. By integrating multiple -omics modalities, we identify not only features of interest but also begin to unravel the regulatory interactions driving subtype-specific mechanisms of leukemogenesis. This integrated analytic approach paves the way for enhanced precision medicine for precise subtyping and treatment selection for pediatric leukemia patients.

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Publication Details

Journal
Cancers
Published
2026-03-03
DOI
https://doi.org/10.3390/cancers18050813
Primary Topic
Acute Lymphoblastic Leukemia research
Type
article
Field-Weighted Citation Impact
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article

Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia

Byunggil Yoo, Lisa Lansdon, Midhat S. Farooqi, Nicole M. Wood et al.
Cancers
Acute Lymphoblastic Leukemia research
article

Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia

Byunggil Yoo, Lisa Lansdon, Midhat S. Farooqi, Nicole M. Wood, Michaella J. Rekowski, Zachary S. Clark, Irina Pushel, Michael P. Washburn
article en

Abstract

<b>Background/Objectives</b>: Molecular subtyping of pediatric B-cell acute lymphoblastic leukemia (B-ALL) has improved patient outcomes through stratification and selection of targeted therapies. Despite extensive genomic and transcriptomic profiling of this cancer, few studies to date have characterized the proteomic landscape, although proteins are the direct targets of many therapeutic agents. <b>Methods</b>: In this study, we demonstrate the utility of multi-omic integration of global transcriptomic, proteomic, and phosphoproteomic profiles of samples from patients diagnosed with either of two B-ALL subtypes-Ph-like (<i>BCR::ABL1</i>-like) and <i>ETV6::RUNX1</i>. Through individual and multi-omic analysis, we recapitulate known transcriptomic findings and identify novel subtype-specific proteomic and phosphoproteomic biomarkers. <b>Conclusions</b>: Our findings suggest a previously undescribed role for calcium-dependent signaling processes in Ph-like B-ALL, which has the potential to serve as a novel avenue for targeted treatments. By integrating multiple -omics modalities, we identify not only features of interest but also begin to unravel the regulatory interactions driving subtype-specific mechanisms of leukemogenesis. This integrated analytic approach paves the way for enhanced precision medicine for precise subtyping and treatment selection for pediatric leukemia patients.

CancersVol. 18(5)
Children's Mercy Hospital (US), The University of Kansas Cancer Center (US), University of Kansas Medical Center (US), Mercy Research (US), University of Missouri–Kansas City (US)
Good health and well-being
Openalex Percentile: Top 40%
Acute Lymphoblastic Leukemia research
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Integrated Multi-Omic Analysis Reveals Novel Subtype-Specific Regulatory Interactions in Pediatric B-Cell Acute Lymphoblastic Leukemia — Byunggil Yoo, Lisa Lansdon, et al. · Cancers (2026) | TGRS Research Map | TGRS