Expression of monocyte human leukocyte antigen-DR in relation with sepsis severity and plasma mediators.
Why this work is in the frame
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Bibliographic record
Abstract
AIM: After an initial septic hit, the immune response to a new antigen changes as time progresses, with an unpredictable efficiency. The aim of this study was to characterize the monocyte functional phenotype by HLA-DR expression in septic patients at the onset of sepsis and during recovery in relation to organ failure and plasma mediators. METHODS: Twenty-six patients were analyzed as either single organ failure at worst (SOF) or multiple organ failure (MOF) over 14 days. Twelve patients received immunosuppressive (IS) drugs before sepsis. We measured: 1) monocyte HLA-DR expression (mHLA-DR); 2) plasma pro-inflammatory mediators (IL-12p40, macrophage Migration Inhibitory Factor [MIF]); 3) plasma anti-inflammatory mediators (IL-10, cortisol); and 4) in vitro lipopolysaccharide (LPS) stimulated mHLA-DR in 6-hour whole blood culture or after plasma replacement with standard milieu. RESULTS: mHLA-DR expression was equally decreased in patients who were treated with IS drugs as those who were not. Despite the difference in severity, SOF patients showed a similar profound mHLA-DR downregulation as MOF patients at day 0, but tended to recover earlier. MOF patients presented higher plasma IL-10 and cortisol levels than SOF patients but similar plasma IL-12p40 and MIF levels. In vitro LPS stimulation showed an impaired mHLA-DR response in both groups. Plasma replacement by milieu elicited a slight improvement in the response to LPS in SOF but not MOF patients. CONCLUSIONS: At the onset of sepsis, an initial low mHLA-DR was not related to any prior IS drug regimen, the severity of the sepsis or the outcome. The duration of mHLA-DR downregulation could be related to plasma factors in SOF, while other mechanisms may be implicated in MOF evolution.
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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