Back to Search
Start Over
LGALS3 is connected to CD74 in a previously unknown protein network that is associated with poor survival in patients with AML
- Source :
- EBioMedicine. 44:126-137
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Background Galectin 3 (LGALS3) gene expression is associated with poor survival in acute myeloid leukemia (AML) but the prognostic impact of LGALS3 protein expression in AML is unknown. LGALS3 supports diverse survival pathways including RAS mediated cascades, protein expression and stability of anti-apoptotic BCL2 family members, and activation of proliferative pathways including those mediated by beta Catenin. CD74 is a positive regulator of CD44 and CXCR4 signaling and this molecule may be critical for AML stem cell function. At present, the role of LGALS3 and CD74 in AML is unclear. In this study, we examine protein expression of LGALS3 and CD74 by reverse phase protein analysis (RPPA) and identify new protein networks associated with these molecules. In addition, we determine prognostic potential of LGALS3, CD74, and their protein networks for clinical correlates in AML patients. Methods RPPA was used to determine relative expression of LGALS3, CD74, and 229 other proteins in 231 fresh AML patient samples and 205 samples were from patients who were treated and evaluable for outcome. Pearson correlation analysis was performed to identify proteins associated with LGALS3 and CD74. Progeny clustering was performed to generate protein networks. String analysis was performed to determine protein:protein interactions in networks and to perform gene ontology analysis. Kaplan-Meir method was used to generate survival curves. Findings LGALS3 is highest in monocytic AML patients and those with elevated LGALS3 had significantly shorter remission duration compared to patients with lower LGALS3 levels (median 21.9 vs 51.3 weeks, p = 0.016). Pearson correlation of LGALS3 with 230 other proteins identifies a distinct set of 37 proteins positively correlated with LGALS3 expression levels with a high representation of proteins involved in AKT and ERK signaling pathways. Thirty-one proteins were negatively correlated with LGALS3 including an AKT phosphatase. Pearson correlation of proteins associated with CD74 identified 12 proteins negatively correlated with CD74 and 16 proteins that are positively correlated with CD74. CD74 network revealed strong association with CD44 signaling and a high representation of apoptosis regulators. Progeny clustering was used to build protein networks based on LGALS3 and CD74 associated proteins. A strong relationship of the LGALS3 network with the CD74 network was identified. For AML patients with both the LGALS3 and CD74 protein cluster active, median overall survival was only 24.3 weeks, median remission duration was 17.8 weeks, and no patient survived beyond one year. Interpretation The findings from this study identify for the first time protein networks associated with LGALS3 and CD74 in AML. Each network features unique pathway characteristics. The data also suggest that the LGALS3 network and the CD74 network each support AML cell survival and the two networks may cooperate in a novel high risk AML population. Fund Leukemia Lymphoma Society provided funds to SMK for RPPA study of AML patient population. Leukemia Texas provided funds to PPR and SMK to study CD74 and LGALS3 expression in AML patients using RPPA. No payment was involved in the production of this manuscript.
- Subjects :
- Adult
Male
0301 basic medicine
Research paper
CD74
Galectins
Galectin 3
Population
Kaplan-Meier Estimate
Biology
Proteomics
CXCR4
General Biochemistry, Genetics and Molecular Biology
03 medical and health sciences
0302 clinical medicine
Cell Line, Tumor
Protein Interaction Mapping
Biomarkers, Tumor
medicine
Humans
Gene Regulatory Networks
Protein Interaction Maps
education
Protein kinase B
Survival analysis
Aged
education.field_of_study
Computational Biology
Myeloid leukemia
Blood Proteins
General Medicine
Middle Aged
Prognosis
medicine.disease
Leukemia, Myeloid, Acute
Leukemia
030104 developmental biology
030220 oncology & carcinogenesis
Commentary
Cancer research
Female
CD27 Ligand
Signal Transduction
Subjects
Details
- ISSN :
- 23523964
- Volume :
- 44
- Database :
- OpenAIRE
- Journal :
- EBioMedicine
- Accession number :
- edsair.doi.dedup.....98a2a68e39352388f0ff283d2473c2ba
- Full Text :
- https://doi.org/10.1016/j.ebiom.2019.05.025