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Updated: Jun 7, 2026

Using Human Differentially Expressed Gene Lists to Perform Downstream Pathway Enrichment Analysis and Target Prioritization
Published on: October 3, 2025
Functional protein network activation mapping reveals new potential molecular drug targets for poor prognosis
Benedetta Accordi1, Virginia Espina, Marco Giordan
1Oncohematology Laboratory, Department of Pediatrics, University of Padova, Padova, Italy. benedetta.accordi@unipd.it
Background:
In spite of leukemia therapy improvements obtained over the last decades, therapy is not yet effective in all cases. Current approaches in Acute Lymphoblastic Leukemia (ALL) research focus on identifying new molecular targets to improve outcome for patients with a dismal prognosis. In this light phosphoproteomics seems to hold great promise for the identification of proteins suitable for targeted therapy.
Methodology/Principal Findings:
We employed Reverse Phase Protein Microarrays to identify aberrantly activated proteins in 118 pediatric B-cell precursor (BCP)-ALL patients. Signal transduction pathways were assayed for activation/expression status of 92 key signalling proteins. We observed an increased activation/expression of several pathways involved in cell proliferation in poor clinical prognosis patients. MLL-rearranged tumours revealed BCL-2 hyperphosphorylation through AMPK activation, which indicates that AMPK could provide a functional role in inhibiting apoptosis in MLL-rearranged patients, and could be considered as a new potential therapeutic target. Second, in patients with poor clinical response to prednisone we observed the up-modulation of LCK activity with respect to patients with good response. This tyrosine-kinase can be down-modulated with clinically used inhibitors, thus modulating LCK activity could be considered for further studies as a new additional therapy for prednisone-resistant patients. Further we also found an association between high levels of CYCLIN E and relapse incidence. Moreover, CYCLIN E is more expressed in early relapsed patients, who usually show an unfavourable prognosis.
Conclusions/Significance:
We conclude that functional protein pathway activation mapping revealed specific deranged signalling networks in BCP-ALL that could be potentially modulated to produce a better clinical outcome for patients resistant to standard-of-care therapies.
Insights
This study identifies new therapeutic targets in Acute Lymphoblastic Leukemia (ALL) by analyzing protein activation. Targeting pathways like AMPK and LCK may improve outcomes for patients resistant to current therapies.
Area of Science:
- Oncology
- Molecular Biology
- Biochemistry
Background:
- Despite advances, leukemia therapy remains ineffective for some patients.
- Identifying novel molecular targets is crucial for improving outcomes in Acute Lymphoblastic Leukemia (ALL).
- Phosphoproteomics offers a promising approach for discovering new therapeutic targets.
Purpose of the Study:
- To identify aberrantly activated proteins and signaling pathways in pediatric B-cell precursor ALL (BCP-ALL).
- To explore potential new therapeutic targets for patients with poor prognosis or resistance to standard therapies.
Main Methods:
- Utilized Reverse Phase Protein Microarrays (RPPA) to analyze 92 key signaling proteins in 118 pediatric BCP-ALL patients.
- Assayed signal transduction pathway activation and protein expression levels.
Main Results:
- Observed increased activation of cell proliferation pathways in patients with poor clinical prognosis.
- Identified BCL-2 hyperphosphorylation via AMPK activation in MLL-rearranged tumors, suggesting AMPK as a therapeutic target.
- Found increased LCK activity in prednisone-resistant patients, indicating LCK inhibition as a potential therapy.
- Associated high CYCLIN E levels with increased relapse incidence, particularly in early relapsed patients.
Conclusions:
- Functional protein pathway activation mapping reveals specific signaling network dysregulations in BCP-ALL.
- These deranged networks present potential targets for therapeutic modulation.
- Targeting identified pathways could lead to better clinical outcomes for patients resistant to standard treatments.
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