Sumoylation of Krüppel-like Factor 4 Inhibits Pluripotency Induction but Promotes Adipocyte Differentiation
Bibliographic record
Abstract
Ectopic expression of transcription factors has been shown to reprogram somatic cells into induced pluripotent stem (iPS) cells. It remains largely unexplored how this process is regulated by post-translational modifications. Several reprogramming factors possess conserved sumoylation sites, so we investigated whether and how this modification regulates reprogramming of fibroblasts into iPS cells. Substitution of the sole sumoylation site of the Krüppel-like factor (KLF4), a well known reprogramming factor, promoted iPS cell formation. In comparison, much smaller effects on reprogramming were observed for sumoylation-deficient mutants of SOX2 and OCT4, two other classical reprogramming factors. We also analyzed KLF2, a KLF4 homolog and a member of the KLF family of transcription factors with a known role in reprogramming. KLF2 was sumoylated at two conserved neighboring motifs, but substitution of the key lysine residues only stimulated reprogramming slightly. KLF5 is another KLF member with an established link to embryonic stem cell pluripotency. Interestingly, although it was much more efficiently sumoylated than either KLF2 or KLF4, KLF5 was inactive in reprogramming, and its sumoylation was not responsible for this deficiency. Furthermore, sumoylation of KLF4 but not KLF2 or KLF5 stimulated adipocyte differentiation. These results thus demonstrate the importance KLF4 sumoylation in regulating pluripotency and adipocyte differentiation.
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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 | 0.000 | 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) | 0.000 | 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".