Characterization of DNA-binding-dependent and -independent functions of SCL/TAL1 during human erythropoiesis
Bibliographic record
Abstract
The transcription factor TAL1 has major functions during embryonic hematopoiesis and in adult erythropoiesis and megakaryocytopoiesis. These functions rely on different TAL1 structural domains that are responsible for dimerization, transactivation, and DNA binding. Previous work, most often done in mice, has shown that some TAL1 functions do not require DNA binding. To study the role of TAL1 and the relevance of the TAL1 DNA-binding domain in human erythropoiesis, we developed an approach that allows an efficient enforced wild-type or mutant TAL1 protein expression in human hematopoietic CD34(+) cells using a lentiviral vector. Differentiation capacities of the transduced cells were studied in a culture system that distinguishes early and late erythroid development. Results indicate that enforced TAL1 expression enhances long-term culture initiating cell (LTC-IC) potential and erythroid differentiation of human CD34(+) cells as shown by increased beta globin and porphobilinogen deaminase (PBGD) gene expressions and erythroid colony-forming units (CFU-Es), erythroid burst-forming units (BFU-Es), and glycophorin A-positive (GPA(+)) cell productions. Enforced expression of a TAL1 protein deleted of its DNA-binding domain (named Delta bTAL1) mimicked most TAL1 effects except for the LTC-IC enhancement, the down-regulation of the CD34 surface marker, and the GPA(+) cell production. These results provide the first functional indications of DNA-binding-dependent and -independent roles of TAL1 in human erythropoiesis.
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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 | 0.001 |
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".