HIV-1 nuclear import is selective and depends on both capsid elasticity and nuclear pore adaptability
Bibliographic record
Abstract
Lentiviruses, such as HIV-1, infect non-dividing cells by traversing the nuclear pore complex (NPC); however, the detailed molecular processes remain unclear. Here we reconstituted functional HIV-1 nuclear import using permeabilized T cells and isolated HIV-1 cores, which significantly increases import events, and developed an integrated three-dimensional cryo-correlative workflow to specifically target and image 1,489 native HIV-1 cores at 4 distinct nuclear import stages using cryo-electron tomography. We found HIV-1 nuclear import depends on both capsid elasticity and nuclear pore adaptability. The NPC acts as a selective filter, preferentially importing smaller cores, while expanding and deforming to accommodate their passage. Brittle mutant cores fail to enter the NPC, while CPSF6-binding-deficient cores enter but stall within the NPC, leading to impaired nuclear import. This study uncovers the interplay between the HIV-1 core and the NPC and provides a framework to dissect HIV-1 nuclear import and downstream events, such as uncoating and integration.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 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".