Tumor Microenvironment in Human Tumor Xenografted Mouse Models
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Tumor microenvironment, known to exert regulatory functions on tumor cells, plays an important role when a human tumor is xenografted into immunodeficient mice. Primary human tumors xenografts represent a promising strategy to study new therapeutic efficacy or to understand the mechanisms implicated in tumor relapse. The development of xenografts is linked not only to the aggressivity of the tumor cells, but also to the tumor microenvironment. Tumor xenograft cell proliferation is dependent on microenvironment modifications such as angiogenesis and human blood vessel replacement, host immune cells and the presence of growth factors. The characterisation and a better knowledge of these factors allow for a more appropriate use of xenograft animal models in the evaluation of new antitumor treatments. In this review, we describe the different factors linked to the tumor microenvironment and their impact on the take rate when human tumors are xenografted into immunodeficient mice.
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.
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 it