Functional insight into cyclin-dependent kinase (CDK)7 via chemical inhibition of the priority fungal pathogen <i>Cryptococcus neoformans</i>
Bibliographic record
Abstract
ABSTRACT Cyclin-dependent kinase (CDK)7 regulates the cell cycle and transcription in higher eukaryotes, but its function and the antifungal potential of CDK7 inhibitors remain unexplored in fungal pathogens. CDK7 inhibitors were identified to probe CDK7 function in the priority fungal pathogen, Cryptococcus neoformans ( Cn ). The CDK7 ortholog in Cn was tagged with mNeonGreen and shown to form a nuclear-localized, CDK-activating kinase (CAK) complex with cyclin H and assembly factor Mat1. The pulled-down CAK complex was demonstrated to be active and was used to identify several human CDK7 inhibitors that also inhibit Cn CDK7 enzyme activity. In addition to inhibiting Cn CDK7 enzyme activity, the compound mevociclib (SY-1365) most significantly inhibited fungal growth and was deployed to probe Cn CDK7 function using multi-omics analysis, flow cytometry, and Western blotting, with roles in transcription via RNA polymerase II phosphorylation, mRNA splicing, and progression through G 2 /M of the cell cycle identified. Inhibition of CDK7 also suppressed MAP kinase (Hog1) signaling. Notably, compound SY-1365 and related inhibitors synergized with licensed, membrane-targeting antifungals at low micromolar concentrations against both C. neoformans and Cryptococcus gattii . Our findings establish SY-1365 as a powerful chemical probe to define CDK7 function in Cn and suggest that its role more closely resembles that in human cells than in model fungi. Furthermore, given that CDK7 inhibitors are used in oncology, our findings identify CDK7 inhibitors as promising antifungal candidates for combination therapy with licensed antifungals, with the potential to overcome current challenges associated with toxicity and antifungal resistance. IMPORTANCE Cn , a basidiomycete causing meningoencephalitis with 40%–60% mortality, was recently assigned as a “critical” priority pathogen by the World Health Organization. Cn commonly affects AIDS patients, organ transplant recipients, and individuals with hematological malignancies, yet current treatments are limited by toxicity or resistance due to prolonged therapy. Given that CDK7 inhibitors kill leukemia cells, and Cn proliferation in host tissues mimics tumor-like growth, we investigated whether their utility as anticancer agents extends to antifungal activity and elucidation of CDK7 function in Cn . Use of SY-1365, which was both antifungal and CnCDK7 inhibitory, identified roles for CnCDK7 in all stages of transcription, mRNA splicing, and cell cycle regulation. The antifungal activity of SY-1365 was also markedly enhanced in combination with membrane-targeting antifungals. Together, our findings highlight CDK7 inhibitors as valuable tools to study CDK7 function in Cn and as potentially promising antifungals in combination with licensed antifungals.
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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".