Auger Electron Radioimmunotherapeutic Agent Specific for the CD123<sup>+</sup>/CD131<sup>−</sup> Phenotype of the Leukemia Stem Cell Population
Bibliographic record
Abstract
UNLABELLED: Our aim was to construct and characterize (111)In-nuclear translocation sequence (NLS)-7G3, an Auger electron-emitting radioimmunotherapeutic agent that preferentially recognizes the expression of CD123 (interleukin-3 receptor [IL-3R] α-subchain) in the absence of CD131 (IL-3R β-subchain) displayed by leukemia stem cells. METHODS: Monoclonal antibody 7G3 was modified with 13-mer peptides [CGYGPKKKRKVGG] harboring the NLS of SV-40 large T-antigen and with diethylenetriaminepentaacetic acid for labeling with (111)In. Immunoreactivity was evaluated in a competition radioligand binding assay and by flow cytometry. Nuclear localization of (111)In-NLS-7G3 was studied by cell fractionation in CD123(+)/CD131(-) acute myelogenous leukemia (AML)-3, -4, and -5 cells or in primary AML or normal leukocytes. Micro-SPECT was performed in nonobese diabetic (NOD)/severe combined immune deficient (SCID) mice engrafted subcutaneously with Raji-CD123 tumors or with disseminated AML-3 or -5 cells. The cytotoxicity of (111)In-NLS-7G3 on AML-5 cells was studied after 7 d in culture by trypan blue dye exclusion. DNA damage was assessed using the γ-H2AX assay. RESULTS: NLS-7G3 exhibited preserved CD123 immunoreactivity (affinity, 4.6 nmol/L). Nuclear importation of (111)In-NLS-7G3 in AML-3, -4, or -5 cells was specific and significantly higher than unmodified (111)In-7G3 and was greater in primary AML cells than in normal leukocytes. Rapid elimination of (111)In-NLS-7G3 in NOD/SCID mice prevented imaging of subcutaneous Raji-CD123 tumors. This phenomenon was Fc-dependent and IgG(2a) isotype-specific and was overcome by the preadministration of excess IgG(2a) or using (111)In-NLS-7G3 F(ab')(2) fragments. AML-3 and -5 cells were engrafted into the bone marrow or spleen or at extramedullary sites in NOD/SCID mice. Micro-SPECT/CT with (111)In-NLS-7G3 F(ab')(2) showed splenic involvement, whereas foci of disease were seen in the spine or femur or at extramedullary sites in the brain and lymph nodes using (111)In-NLS-7G3 IgG(2a). The viability of AML-5 cells was reduced by exposure in vitro to (111)In-NLS-7G3; this reduction was associated with an increase in unrepaired DNA double-strand breaks. CONCLUSION: (111)In-NLS-7G3 is a promising novel Auger electron-emitting radioimmunotherapeutic agent for AML aimed at the leukemia stem cell population. Micro-SPECT/CT was useful for visualizing the engraftment of leukemia in NOD/SCID mice.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".