Bibliographic record
Abstract
Background: Host response to M. tuberculosis (M.tb) infection leads to tissue destruction and impairs the ability of drugs to reach the bacteria. New anti-inflammatory adjuvant therapies could enhance bacterial clearance. Curcumin (diferuloylmethane) is a lipophilic phytochemical present in turmeric (Curcuma longa). Encapsulation of curcumin with polymers (NanoCurcuminTM) increased absorption and bioavailability of curcumin and is being investigated as host-directed therapies for the treatment various diseases. Methods and Results: We investigated the effect of free and encapsulated NanocurcuminTM on M.tb induced host inflammatory responses in M.tb infected J774 macrophages. Bacterial burden and cytokine levels were enumerated by standard microbiological and immunological methods. We utilized physiologically achievable levels of NanocurcuminTM (based on prior in vivo studies) and found a dose dependent decrease in the levels of TNF-α in M.tb infected J774 macrophages. Conclusions: NanoCurcumin™ can modulate TNF-α and could be utilized as a host-directed therapy to enhanced bacterial clearance and potentially shorten TB drug regimen.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.007 |
| Insufficient payload (model declined to judge) | 0.070 | 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".