Studies of Phosphoproteomic Changes Induced by Nucleophosmin-Anaplastic Lymphoma Kinase (ALK) Highlight Deregulation of Tumor Necrosis Factor (TNF)/Fas/TNF-related Apoptosis-induced Ligand Signaling Pathway in ALK-positive Anaplastic Large Cell Lymphoma
Bibliographic record
Abstract
The oncogenic fusion protein nucleophosmin-anaplastic lymphoma kinase (NPM-ALK), found exclusively in a subset of ALK-positive anaplastic large cell lymphoma, promotes tumorigenesis by exerting its constitutively active tyrosine kinase activity. Thus, characterization of the NPM-ALK-induced changes in the phosphoproteome will likely provide insights into the biology of this oncoprotein. To achieve this goal, we used a strategy of combining sequential affinity purification of phosphopeptides and LC/MS. GP293 cells transfected with either NPM-ALK or an NPM-ALK mutant with decreased tyrosine kinase activity (negative control) were used. We identified 506 phosphoproteins detectable in NPM-ALK-expressing cells but not in the negative control. Bioinformatics analysis revealed that these phosphoproteins carry a wide diversity of biological functions, some of which have not been described in association with NPM-ALK, such as the tumor necrosis factor (TNF)/Fas/tumor necrosis factor-related apoptosis-induced ligand (TRAIL) signaling pathway and the ubiquitin proteasome degradation pathway. In particular, modulations of the TNF/Fas/TRAIL pathway by NPM-ALK were supported by our antibody microarray data. Further validation of the TNF/Fas/TRAIL pathway was performed in ALK(+) anaplastic large cell lymphoma (ALCL) cell lines with knockdown of NPM-ALK using short interference RNA, resulting in the loss of the tyrosine phosphorylation of tumor necrosis factor receptor-associated protein 1 (TRAP1) and receptor-interacting protein 1, two crucial TNF signaling molecules. Functional analyses revealed that knockdown of TRAP1 facilitated cell death induced by TRAIL or doxorubicin in ALK(+) ALCL cells. This suggests that down-regulation of TRAP1 in combination with TRAIL or doxorubicin might be a potential novel therapeutic strategy for ALK(+) ALCL. These findings demonstrated that our strategy allowed the identification of novel proteins downstream of NPM-ALK that contribute to the maintenance of neoplastic phenotype and holds great potential for future studies of cellular tyrosine kinases in normal states and diseases.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".