Stromal Activation and Formation of Lymphoid-Like Stroma in Chronic Lung Allograft Dysfunction
Bibliographic record
Abstract
BACKGROUND: Lymphoid neogenesis is associated with the development of chronic lung allograft dysfunction (CLAD). Activation of stromal resident cells may be an important mechanism of lymphoid neogenesis. METHODS: Twenty CLAD lungs explanted for retransplantation were immunohistochemically examined for lymphoid neogenesis, ectopic lymphoid chemokines, and dendritic cells (DCs). Formation of peripheral lymph node addressin (PNAd)+ high endothelial venule (HEV)-like vessels was examined in 134 transbronchial biopsies taken over 2 years posttransplant from 20 consecutive lung transplant recipients. RESULTS: CLAD lungs were characterized by higher grades of CXCL12 in alveolar (P=0.002) and airway epithelial cells (P=0.001), CCL21+ lymph vessels (P=0.01), and infiltration of DC-specific intercellular adhesion molecule-grabbing nonintegrin+ immature DCs (P=0.056) than normal control lungs. Activation of stromal resident cells in CLAD lungs was highlighted by formation of lymphoid-like stroma including expression of CCL21 and CXCL13, fibroblastic reticular-like cells and DC-specific lysosome-associated membrane protein+ mature DCs in association with a significantly larger number of lymphoid aggregates (P<0.001) with lymphangitc distribution compared with normal lungs. A larger number of PNAd+ HEV-like vessels were also observed outside of lymphoid aggregates with a lymphangitic distribution (P<0.001). HEV-like vessels in transbronchial biopsies were more graded in lungs that eventually developed CLAD (n=7) than those that did not (n=13) by 3 years after transplantation (P=0.001). CONCLUSION: Lymphoid neogenesis associated with CLAD accompanies activation of stromal resident cells and formation of lymphoid-like stroma. Induction of PNAd+ HEV-like vessels occurs before the manifestation of CLAD.
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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".