Transcriptional Mechanisms Regulating Alveolar Epithelial Cell-specific CCL5 Secretion in Pulmonary Tuberculosis
Bibliographic record
Abstract
CCL5 (or RANTES (regulated upon activation, normal T cell expressed and secreted)) recruits T lymphocytes and monocytes. The source and regulation of CCL5 in pulmonary tuberculosis are unclear. Infection of the human alveolar epithelial cell line (A549) by Mycobacterium tuberculosis caused no CCL5 secretion and little monocyte secretion. Conditioned medium from tuberculosis-infected human monocytes (CoMTB) stimulated significant CCL5 secretion from A549 cells and from primary alveolar, but not upper airway, epithelial cells. Differential responsiveness of small airway and normal human bronchial epithelial cells to CoMTB but not to conditioned medium from unstimulated human monocytes was specific to CCL5 and not to CXCL8. CoMTB induced CCL5 mRNA accumulation in A549 cells and induced nuclear translocation of nuclear factor κB (NFκB) subunits p50, p65, and c-rel at 1 h; nuclear binding of activator protein (AP)-1 (c-Fos, FosB, and c-Jun) at 4–8 h; and binding of NF-interleukin (IL)-6 at 24 h. CCL5 promoter-reporter analysis using deletion and site-specific mutagenesis constructs demonstrated a key role for AP-1, NF-IL-6, and NFκB in driving CoMTB-induced promoter activity. The IL-1 receptor antagonist inhibited A549 and small airway epithelial cell CCL5 secretion, gene expression, and promoter activity. CoMTB contained IL-1β, and recombinant IL-1β reproduced CoMTB effects. Monocyte alveolar, but not upper airway, epithelial cell networks in pulmonary tuberculosis cause AP-1-, NF-IL-6-, and NFκB-dependent CCL5 secretion. IL-1β is the critical regulator of tuberculosis-stimulated CCL5 secretion in the lung. CCL5 (or RANTES (regulated upon activation, normal T cell expressed and secreted)) recruits T lymphocytes and monocytes. The source and regulation of CCL5 in pulmonary tuberculosis are unclear. Infection of the human alveolar epithelial cell line (A549) by Mycobacterium tuberculosis caused no CCL5 secretion and little monocyte secretion. Conditioned medium from tuberculosis-infected human monocytes (CoMTB) stimulated significant CCL5 secretion from A549 cells and from primary alveolar, but not upper airway, epithelial cells. Differential responsiveness of small airway and normal human bronchial epithelial cells to CoMTB but not to conditioned medium from unstimulated human monocytes was specific to CCL5 and not to CXCL8. CoMTB induced CCL5 mRNA accumulation in A549 cells and induced nuclear translocation of nuclear factor κB (NFκB) subunits p50, p65, and c-rel at 1 h; nuclear binding of activator protein (AP)-1 (c-Fos, FosB, and c-Jun) at 4–8 h; and binding of NF-interleukin (IL)-6 at 24 h. CCL5 promoter-reporter analysis using deletion and site-specific mutagenesis constructs demonstrated a key role for AP-1, NF-IL-6, and NFκB in driving CoMTB-induced promoter activity. The IL-1 receptor antagonist inhibited A549 and small airway epithelial cell CCL5 secretion, gene expression, and promoter activity. CoMTB contained IL-1β, and recombinant IL-1β reproduced CoMTB effects. Monocyte alveolar, but not upper airway, epithelial cell networks in pulmonary tuberculosis cause AP-1-, NF-IL-6-, and NFκB-dependent CCL5 secretion. IL-1β is the critical regulator of tuberculosis-stimulated CCL5 secretion in the lung. CCL5 1The abbreviations used are: CCL, CC chemokine ligand; BALF, bronchoalveolar lavage fluid; RSV, respiratory syncytial virus; CXCL, CXC chemokine ligand; IL, interleukin; ra, receptor antagonist; AP, activator protein; NF, nuclear factor; SAEC, small airway epithelial cells; NHBE, normal human bronchial epithelial cells; MOI, multiplicity of infection; CoMTB, conditioned medium from M. tuberculosis-infected human monocytes; CoMControl, conditioned medium from unstimulated human monocytes; TNF, tumor necrosis factor; ELISA, enzyme-linked immunosorbent assay; TPA, triphorbol acetate; EMSA, electrophoretic mobility shift assay; TRE, triphorbol acetate-response element; WT, wild type.1The abbreviations used are: CCL, CC chemokine ligand; BALF, bronchoalveolar lavage fluid; RSV, respiratory syncytial virus; CXCL, CXC chemokine ligand; IL, interleukin; ra, receptor antagonist; AP, activator protein; NF, nuclear factor; SAEC, small airway epithelial cells; NHBE, normal human bronchial epithelial cells; MOI, multiplicity of infection; CoMTB, conditioned medium from M. tuberculosis-infected human monocytes; CoMControl, conditioned medium from unstimulated human monocytes; TNF, tumor necrosis factor; ELISA, enzyme-linked immunosorbent assay; TPA, triphorbol acetate; EMSA, electrophoretic mobility shift assay; TRE, triphorbol acetate-response element; WT, wild type. is a member of the CC chemokine subfamily and a chemoattractant for CD4+ memory T lymphocytes, monocytes, and eosinophils (1Schall T.J. Jongstra J. Dyer B.J. Jorgensen J. Clayberger C. Davis M.M. Krensky A.M. J. Immunol. 1988; 141: 1018-1025PubMed Google Scholar, 2Schall T.J. Bacon K. Toy K.J. Goeddel D.V. Nature. 1990; 347: 669-671Crossref PubMed Scopus (1252) Google Scholar). Originally described as restricted to activated T lymphocytes, CCL5 is expressed by many cell types including fibroblasts, renal and pulmonary epithelium, endothelium, and airway smooth muscle (3Rathanaswami P. Hachicha M. Sadick M. Schall T.J. McColl S.R. J. Biol. Chem. 1993; 268: 5834-5839Abstract Full Text PDF PubMed Google Scholar, 4Heeger P. Wolf G. Meyers C. Sun M.J. O'Farrell S. Krensky A.M. Nielson E. Kidney Int. 1992; 41: 220-225Abstract Full Text PDF PubMed Scopus (131) Google Scholar, 5Berkman N. Robichaud A. Krishnan V.L. Roesems G. Robbins R. Jose P.J. Barnes P.J. Chung K.F. Immunology. 1996; 87: 599-603Crossref PubMed Scopus (75) Google Scholar, 6Marfaing-Koka A. Devergne O. Gorgone G. Portier A. Schall T.J. Galanaud P. Emilie D. J. Immunol. 1995; 154: 1870-1878PubMed Google Scholar). Tuberculosis is principally a pulmonary disease causing 3 million deaths each year (7Murray C.J.L. Lopez A.D. Lancet. 1997; 349: 1269-1276Abstract Full Text Full Text PDF PubMed Scopus (3379) Google Scholar), yet the regulation of cellular influx to pulmonary granuloma is poorly defined. Tuberculous granulomas contain cell types potentially recruited by CCL5, such as antigen-specific T lymphocytes and cells of the monocyte/macrophage lineage. Macrophages from human tuberculous lymph node granulomas express both CCL5 protein and gene (8Devergne O. Marfaing-Koka A. Schall T.T. Leger-Ravet M. Sadick M. Peuchmaur M. Crevon M. Kim T. Galanaud P. Emilie D. J. Exp. Med. 1994; 179: 1689-1694Crossref PubMed Scopus (220) Google Scholar). Furthermore, anti-CCL5 antibodies decrease pulmonary granuloma lesion size in Mycobacterium bovis BCG strain-infected mice, suggesting a functional role for CCL5 in murine mycobacterial granulomas (9Chensue S.W. Warmington K.S. Allenspach E.J. Lu B. Gerard C. Kunkel S.L. Lukacs N.W. J. Immunol. 1999; 163: 165-173PubMed Google Scholar). CCL5 concentrations in BALF from infected patients rise acutely, correlating BALF CD4+ T and K. N. M. M. T. J. Med. 1997; PubMed Scopus Google Scholar, E. J. Biol. PubMed Scopus Google Scholar). in demonstrated human alveolar and monocytes infected Mycobacterium tuberculosis concentrations of CCL5 E. J. Biol. PubMed Scopus Google Scholar). The pulmonary is the to respiratory by M. the alveolar of the of PubMed Scopus Google Scholar), to by chemokine C. Gorgone D. Schall T.J. J. Immunol. 1995; Google Scholar), by J. J. J. Biol. 1997; PubMed Scopus Google Scholar), and by O. B. S. T. G. C. J. Biol. 1990; PubMed Scopus Google Scholar). CCL5 by pulmonary epithelial cells in to N. Robichaud A. Krishnan V.L. Roesems G. Robbins R. Jose P.J. Barnes P.J. Chung K.F. Immunology. 1996; 87: 599-603Crossref PubMed Scopus (75) Google Scholar, C. Gorgone D. Schall T.J. J. Immunol. 1995; Google Scholar, O. M.M. J. Immunol. Google Scholar, O. Jose P.J. Robbins Schall T.J. T.J. Barnes P.J. J. Biol. 1995; PubMed Scopus Google Scholar), S. K. S. T. J. Med. PubMed Scopus Google Scholar), such as M. S. J. Immunol. Google Scholar, S. J. 1993; Google Scholar). M. epithelial cell secretion J. Immunol. 1999; 163: Google Scholar), not cause CCL5 M. Barnes PubMed Google and of the alveolar epithelial cells J. 1996; PubMed Google Scholar). of alveolar monocytes, epithelial cells by tuberculosis the source of CCL5 in the BALF of patients cellular networks and monocytes to CCL5 secretion in pulmonary IL-1β critical in such networks as in the IL-1 IL-1β and monocyte to M. tuberculosis R. P. M. G. G. R. J. Exp. Med. 1999; Scopus Google Scholar), and IL-1β and of R. S. S. A. T. J. Exp. Med. PubMed Scopus Google Scholar). The CCL5 secretion in are not but cell and regulation of the CCL5 gene is critical in T lymphocytes (1Schall T.J. Jongstra J. Dyer B.J. Jorgensen J. Clayberger C. Davis M.M. Krensky A.M. J. Immunol. 1988; 141: 1018-1025PubMed Google Scholar, 2Schall T.J. Bacon K. Toy K.J. Goeddel D.V. Nature. 1990; 347: 669-671Crossref PubMed Scopus (1252) Google Scholar, P.J. Kim T.J. Krensky A.M. J. Immunol. 1993; Google Scholar, M. J. Immunol. 1997; Google Scholar). The CCL5 promoter for the AP-1, and P.J. Kim T.J. Krensky A.M. J. Immunol. 1993; Google Scholar, M. J. Immunol. 1997; Google and for restricted to T cells A. K. T. Krensky A. 1999; Full Text Full Text PDF PubMed Scopus Google Scholar). NFκB a of in the to the and is a regulator of D. 1996; 87: Full Text Full Text PDF PubMed Scopus Google Scholar). cellular activation, is specific K. S. G. 1995; PubMed Scopus Google Scholar), and T. T. M. P. Nature. 1993; PubMed Scopus Google Scholar), NFκB to the binding to CCL5 κB binding NF-IL-6, as a nuclear factor binding to in the human and the of are key in gene S. O. T. T. T. T. Biol. 1990; PubMed Scopus Google Scholar, M. R. J. 1996; PubMed Google Scholar, J. Biol. PubMed Scopus Google Scholar). CCL5 gene in is the nuclear translocation of M. R. J. 1996; PubMed Google Scholar). little the functional role of in CCL5 gene activation, NFκB O. M.M. J. Immunol. Google Scholar, M. J. Immunol. 1997; Google Scholar, A. J. A. S. 1996; PubMed Scopus Google Scholar). for the pulmonary epithelial cells are source of CCL5 in of human monocytes by M. The for CCL5 secretion is IL-1β, monocyte by M. tuberculosis and not epithelial CCL5 secretion gene and translocation of NFκB subunits p50, p65, and c-rel to the of human primary alveolar analysis of the CCL5 gene demonstrated AP-1, and binding was in CCL5 gene in pulmonary a of the promoter not as a key pulmonary epithelial CCL5, but not secretion was to the IL-1β the of the alveolar of the CCL5 in to the IL-1β, but the upper airway cells of the and the causing CCL5 secretion to IL-1β primary alveolar the alveolar epithelial cell is the cellular source of CCL5 in pulmonary tuberculosis and the CCL5 gene and as as and Monocyte human pulmonary alveolar epithelial A549 cell line M. B. A. G. Int. J. PubMed Scopus Google of was in a in medium and no significant at and from as cells. and to the and in bronchial medium human recombinant airway epithelial medium contained the but and in The medium was and cells the medium was and the was was for and cells in medium to cell and monocytes from by a The monocytes by to for and in of M. of was in medium 1 of a mycobacterial was and to for and the was cell mycobacterial by by in and Monocyte infected M. tuberculosis unstimulated for 24 and the conditioned CoMTB CoMControl, was and at cells to M. tuberculosis CoMTB of and in CoMControl, T. J. Immunol. 1997; Google epithelial cells for at to and in CoMTB was the for 1 at to of J. Immunol. 1999; 163: Google Scholar). and cells in and and was using a P. N. PubMed Scopus Google Scholar, R. J. Immunol. 1992; PubMed Scopus Google Scholar). by to and and a for CCL5 and a Kunkel S.L. PubMed Scopus Google Scholar). and and of CCL5 was for using mRNA IL-1β was in cell by The of was for the CCL5 and for the IL-1β CCL5 concentrations are expressed in and IL-1β concentrations are expressed as using a of R. Biol. 1988; PubMed Scopus Google Scholar). cells 1 1 and the nuclear was in nuclear 1 and and The protein was by M.M. PubMed Scopus Google Scholar). of nuclear was of specific 1 in binding 1 1 3 of and and was The contained the to the NFκB binding M.M. N. K. J. PubMed Scopus Google Scholar). of the NFκB binding and the at was demonstrated by using a of and by to the of 1 of antibodies to the NFκB subunits p50, p65, and c-rel to of the factor was to the binding the binding of the subunits of AP-1, a factor is EMSA, was to a including a in the nuclear to and using antibodies FosB, to was and the was by at demonstrated of binding by wild the and 1 and as described M. S. J. Immunol. Google Scholar). the was and and was by and to and at 1 using and and constructs of the of the CCL5 gene used of contained the CCL5 promoter and binding The constructs by and The the The and a NFκB binding of the the but NFκB binding at and M. S. J. Immunol. Google Scholar, S. J. 1993; Google Scholar). site-specific the of of constructs contained of the and as described M. J. Immunol. 1997; Google Scholar). the A549 cells using of a CCL5 and of a cell of was using the a was used to to for of CoMTB CCL5 from of Infection by M. was used to A549 cells 24 at of and in A549 cells stimulated CoMTB of cells and of cells 24 CoMTB-induced CCL5 secretion at 24 was from tuberculosis-infected human monocytes, as of cells at 24 A549 cells infected by M. tuberculosis of causing no significant 1995; PubMed Google not CCL5 the CoMTB in primary stimulated CoMTB, but no CCL5 was tuberculosis is of the alveolar airway, the of CoMTB SAEC, are from of and including of and to NHBE, stimulated CoMTB significant CCL5 at concentrations of cells suggesting a responsiveness of upper and airway to airway cells. The but not upper airway epithelial cells to CoMTB by CCL5 both and stimulated CoMTB the of the in the cell types is secretion CoMTB from of in to was in for 24 The of CoMTB-induced secretion from airway epithelial cells was at SAEC, a at 24 h. CoMTB CCL5 mRNA in A549 analysis demonstrated CCL5 mRNA accumulation by at and at 24 of A549 cells in are for the CCL5 protein secretion. CoMTB a in CCL5 mRNA accumulation at a of the CoMTB was of significant CCL5 mRNA at 24 h. is the of CoMTB CCL5 secretion of NFκB and of in A549 role of NFκB in the of CCL5 gene in pulmonary epithelial cells was by nuclear of A549 and stimulated by CoMTB for a CoMTB stimulated NFκB nuclear binding in A549 cells at at the of of CCL5 gene upper NFκB was not demonstrated specific NFκB binding at 1 upper for at to in A549 cells. the and NFκB subunits activated and c-rel was activated in the stimulated by CoMTB 1 h. was of A549 cell by CoMTB was by analysis in the but nuclear of protein and was by of and in to CoMTB of A549 and from A549 and stimulated by CoMTB for and 24 by using to the binding expression, cells in medium M. S. C. B. J. Exp. Med. 1997; PubMed Scopus Google Scholar). binding was in A549 nuclear translocation was at and 24 of in binding was demonstrated The of binding was NFκB in A549 cells. nuclear translocation was 24 in A549 cells a of binding of each factor was by and for binding was in A549 cells; in is a small of binding is and is not by a specific the is and of specific FosB, and to a and activated the CoMTB but not the at of the activated but not by CoMTB was by of causing a in the a CoMTB the CCL5 and AP-1-, and binding of of in CCL5 gene the functional of CoMTB, promoter-reporter gene analysis was the CCL5 promoter demonstrated CoMTB-induced in A549 cells by at and 24 are binding of at and at 24 h. factor binding the promoter deletion constructs used and CCL5 of wild binding in are T such as a protein are P.J. Kim T.J. Krensky A.M. J. Immunol. 1993; Google Scholar). deletion at of the NFκB binding at not promoter the deletion of wild the deletion the a in to of the of the and no the binding but NFκB was a to to the of and binding for CoMTB-induced CCL5 promoter activity. NFκB binding and in CCL5 promoter to and of was not from the analysis deletion constructs of the significant of factor binding to is no from the of the and is the using the deletion and promoter-reporter to and of WT, no of not of IL-1 for CCL5 by M. C. Immunol. PubMed Scopus Google was used to the of CoMTB CCL5 secretion from A549 cells of cells to of no CCL5 mRNA accumulation from to no and CCL5 gene to The of is at the of gene and CCL5 promoter to reproduced in the primary infected by M. tuberculosis of CoMTB CCL5, and is by CCL5 at T of by CoMTB, CCL5 are and of SAEC, is inhibited to a small to CoMTB IL-1β concentrations and to CoMTB was used in at of the IL-1β to epithelial cells IL-1β at induced of CCL5 secretion from of secretion from CoMTB at a IL-1 as the critical in the monocyte epithelial cell in CCL5 secretion from pulmonary epithelial cells. demonstrated the alveolar epithelial cell is a significant to of the chemokine CCL5 the pulmonary to M. cell CCL5 secretion as a of IL-1 of M. epithelial cells infected by M. tuberculosis not significant concentrations of CCL5 M. 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PubMed Scopus Google Scholar). was the and functional of and in the of pulmonary epithelial cell CCL5 secretion in to The CCL5 promoter P.J. Kim T.J. Krensky A.M. J. Immunol. 1993; Google Scholar, M. J. Immunol. 1997; Google Scholar). to a role for AP-1, in the regulation of chemokine CCL5 such as gene in A549 cells and chemoattractant gene in cells J. Biol. PubMed Scopus Google Scholar, M.M. N. K. J. PubMed Scopus Google Scholar, M. S. C. B. J. Exp. Med. 1997; PubMed Scopus Google Scholar, T. J. Immunol. 1997; PubMed Scopus Google Scholar). for the in epithelial cells a functional role for in CCL5 gene activation, both in A549 cells and in human primary alveolar epithelial cells. CoMTB induced the nuclear translocation of in both A549 and SAEC, NFκB binding binding at 4–8 The binding to the as FosB, and in the to in the gene promoter of A549 cells activated by J. Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar). of alveolar cells to to a the CCL5 promoter A. R. M. J. PubMed Scopus Google Scholar). in the of are activated to the CCL5 promoter in J. Biol. 1999; PubMed Scopus Google Scholar). promoter in cell line a role for in CCL5 promoter P.J. Kim T.J. Krensky A.M. J. Immunol. 1993; Google Scholar), but little the CCL5 promoter in pulmonary a significant of in using the deletion of was by of by a of the promoter to suggesting to CCL5 promoter activity. analysis the was the and of not promoter-reporter activity. is a of CoMTB the CCL5 promoter at to a promoter of in and epithelial cells A. A. T. J. PubMed Scopus Google Scholar, A. R. M. J. PubMed Scopus Google Scholar). is cell in a CCL5 promoter a deletion was activated to a to a promoter by IL-1β in as a of translocation of but not NFκB J. S. P.J. Krensky A.M. J. Full Text Full Text PDF PubMed Scopus Google Scholar). is a human factor in gene in and is to promoter of the gene N. K. J. Biol. Chem. 1990; Full Text PDF PubMed Google Scholar). is a binding the CCL5 promoter at to the protein in the is in the in to such as to is M. R. J. 1996; PubMed Google Scholar, P. S. E. E. 1990; PubMed Scopus Google Scholar). normal is of but protein is suggesting are protein in a in pulmonary to of the protein in mRNA by analysis M. R. J. 1996; PubMed Google Scholar). The role of in CCL5 promoter in pulmonary is for the CoMTB, CCL5 gene in pulmonary by nuclear translocation was 24 binding of of functional as CoMTB-induced CCL5 secretion a CCL5 promoter was 24 Furthermore, the CCL5 promoter deletion the binding at a in the the deletion to of of the binding a role for promoter to of is a in using a CCL5 promoter to a CCL5 secretion, and the factor binding was key A. R. M. J. PubMed Scopus Google Scholar). was critical in of epithelial CCL5 secretion to was 1 in to CoMTB A. A. T. J. PubMed Scopus Google Scholar). the of are no promoter M. A. J. Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar). the and promoter-reporter is NFκB is in of CCL5 mRNA accumulation and secretion and is for the promoter and to of CCL5 gene demonstrated IL-1β is the in cell networks in pulmonary CCL5 secretion and gene from A549 and are inhibited by but not Furthermore, inhibited CoMTB-induced CCL5 promoter to suggesting inhibited CCL5 gene CoMTB contained IL-1β and recombinant IL-1β at stimulated CCL5 secretion to of CoMTB the of a concentrations of a critical role for IL-1β in the to pulmonary tuberculosis and for in IL-1β is from tuberculosis-infected human monocytes R. P. M. G. G. R. J. Exp. Med. 1999; Scopus Google Scholar, M. B. J. 1993; PubMed Scopus Google and is both in tuberculous granulomas of infected lymph A. M. M. D. M. P. A. A. J. Immunol. 1997; Google and the BALF of patients disease K. M. T. K. C. J. Med. 1996; PubMed Scopus Google Scholar). epithelial CCL5 tuberculosis airway to IL-1 in the airway T. J. Immunol. 1997; Google Scholar). at the IL-1 to the of by tuberculosis-infected monocytes R. P. M. G. G. R. J. Exp. Med. 1999; Scopus Google Scholar), and a for IL-1β and disease in tuberculosis R. P. M. G. G. R. J. Exp. Med. 1999; Scopus Google Scholar). by IL-1β, monocyte epithelial cell networks and CCL5 secretion. networks monocytes pulmonary epithelial secretion, but in to the both and IL-1 are T.J. Kunkel S.L. S.W. J. J. 1990; PubMed Scopus Google Scholar). conditioned medium from tuberculosis-infected monocytes primary pulmonary epithelial for CCL5, epithelial is from the tuberculosis-infected monocytes J. Immunol. 1999; 163: Google Scholar). the responsiveness of and to but cell types a are to in to alveolar of the small CCL5 in to the IL-1β and to recombinant IL-1β, upper airway cells of the and IL-1β secretion of CCL5 concentrations in cells N. Robichaud A. Krishnan V.L. Roesems G. Robbins R. Jose P.J. Barnes P.J. Chung K.F. Immunology. 1996; 87: 599-603Crossref PubMed Scopus (75) Google Scholar). both and to CCL5 secretion N. Robichaud A. Krishnan V.L. Roesems G. Robbins R. Jose P.J. Barnes P.J. Chung K.F. Immunology. 1996; 87: 599-603Crossref PubMed Scopus (75) Google Scholar, C. Gorgone D. Schall T.J. J. Immunol. 1995; Google Scholar). of CCL5 mRNA and NFκB nuclear binding in human bronchial epithelial cell stimulated by IL-1β, no CCL5 secretion was A. J. A. S. 1996; PubMed Scopus Google Scholar). are a primary cell for the human alveolar cell line A549 are from and and and responsiveness to IL-1 is specific for is by and SAEC, secretion from but not small airway cells to in the of is in is not The of responsiveness of the upper and airway is pulmonary tuberculosis is a disease of the airway, a monocyte epithelial cell networks CCL5 secretion a for IL-1β and a role for the in to The of pulmonary epithelial cells of CCL5 the pulmonary to M. the of regulation of the CCL5 gene in the pulmonary demonstrated the NFκB binding are for gene and not the binding the of the promoter a role in respiratory functional for the and in CCL5 in cellular of IL-1 concentrations are as monocyte epithelial cell in pulmonary The of CCL5 secretion are to specific for airway alveolar epithelial cells. the alveolar as a significant cellular source of CCL5 and the role of IL-1 in the of to T cell and monocyte to infected in patients to
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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 | 0.001 | 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 | 0.001 |
| 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".