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Record W2802676663 · doi:10.1016/j.ajpath.2018.03.014

Function-Related Protein Expression in Fuchs Endothelial Corneal Dystrophy Cells and Tissue Models

2018· article· en· W2802676663 on OpenAlexafffund
Mathieu Thériault, Sébastien P. Gendron, Isabelle Brunette, Patrick J. Rochette, Stéphanie Proulx

Bibliographic record

VenueAmerican Journal Of Pathology · 2018
Typearticle
Languageen
FieldMedicine
TopicCorneal surgery and disorders
Canadian institutionsUniversité LavalHôpital Maisonneuve-RosemontUniversité de MontréalHôpital du Saint-Sacrement
FundersUniversité de MontréalCanadian Institutes of Health ResearchUniversité Laval
KeywordsCorneal endotheliumEndotheliumEndothelial stem cellBiologyCell biologyCorneaPathologyCell cultureIn vitroMedicineBiochemistryEndocrinologyNeuroscience

Abstract

fetched live from OpenAlex

Fuchs endothelial corneal dystrophy (FECD) is a corneal pathology that affects the endothelial cell’s ability to maintain deturgescence, resulting in a progressive loss of corneal transparency. In this study, we investigated the expression of function-related proteins in corneal endothelial cells using FECD or healthy corneal endothelial cells, either in a cell culture two-dimensional model or in an engineered corneal endothelium three-dimensional tissue model. No statistically significant difference in gene regulation was observed for the function-related families ATP1, SLC4, SLC16, AQP, TJP, and CDH between the FECD and the healthy cell models. Similarly, no difference in barrier integrity (transendothelial electrical resistance measurements and permeability assays) was observed in vitro between FECD and healthy cultured cells. Protein expression of the key function-related families was decreased for Na+/K+-ATPase α1 subunit, monocarboxylate transporters 1 and 4 in native ex vivo end-stage FECD specimens, whereas it returned to levels comparable to that of healthy tissues in the engineered FECD model. These results indicate that cell expansion and tissue engineering culture conditions can generate a corneal endothelium from pathologic FECD cells, with levels of function-related proteins similar to that of healthy tissues. Overall, these results explain why it is possible to reform a functional endothelium using corneal endothelial cells isolated from nonfunctional FECD pathologic specimens. Fuchs endothelial corneal dystrophy (FECD) is a corneal pathology that affects the endothelial cell’s ability to maintain deturgescence, resulting in a progressive loss of corneal transparency. In this study, we investigated the expression of function-related proteins in corneal endothelial cells using FECD or healthy corneal endothelial cells, either in a cell culture two-dimensional model or in an engineered corneal endothelium three-dimensional tissue model. No statistically significant difference in gene regulation was observed for the function-related families ATP1, SLC4, SLC16, AQP, TJP, and CDH between the FECD and the healthy cell models. Similarly, no difference in barrier integrity (transendothelial electrical resistance measurements and permeability assays) was observed in vitro between FECD and healthy cultured cells. Protein expression of the key function-related families was decreased for Na+/K+-ATPase α1 subunit, monocarboxylate transporters 1 and 4 in native ex vivo end-stage FECD specimens, whereas it returned to levels comparable to that of healthy tissues in the engineered FECD model. These results indicate that cell expansion and tissue engineering culture conditions can generate a corneal endothelium from pathologic FECD cells, with levels of function-related proteins similar to that of healthy tissues. Overall, these results explain why it is possible to reform a functional endothelium using corneal endothelial cells isolated from nonfunctional FECD pathologic specimens. The corneal endothelium forms a monolayer of cells on the posterior surface of the cornea. It is responsible for corneal deturgescence, keeping the stroma partially dehydrated, which is a prerequisite for corneal transparency.1Edelhauser H.F. The balance between corneal transparency and edema: the Proctor Lecture.Invest Ophthalmol Vis Sci. 2006; 47: 1754-1767Crossref PubMed Scopus (168) Google Scholar The barrier and pump functions of the endothelium are responsible for maintaining corneal transparency by regulating stromal hydration. The barrier integrity (structural and functional integrity of the intercellular junctions) is made possible by the tethering and sealing capacity of intercellular multiprotein complexes, such as adherens and tight junctions.2Srinivas S.P. Cell signaling in regulation of the barrier integrity of the corneal endothelium.Exp Eye Res. 2012; 95: 8-15Crossref PubMed Scopus (47) Google Scholar In the corneal endothelium, these junctions are respectively composed, among others, of N-cadherin and zonula occludens protein 1.2Srinivas S.P. Cell signaling in regulation of the barrier integrity of the corneal endothelium.Exp Eye Res. 2012; 95: 8-15Crossref PubMed Scopus (47) Google Scholar, 3Zhu Y.T. Hayashida Y. Kheirkhah A. He H. Chen S.Y. Tseng S.C. Characterization and comparison of intercellular adherent junctions expressed by human corneal endothelial cells in vivo and in vitro.Invest Ophthalmol Vis Sci. 2008; 49: 3879-3886Crossref PubMed Scopus (55) Google Scholar The corneal endothelium has a low transendothelial electrical resistance (TEER; approximately 15 to 30 Ω cm2) and is permeable to macromolecules up to 60 to 90 kDa.1Edelhauser H.F. The balance between corneal transparency and edema: the Proctor Lecture.Invest Ophthalmol Vis Sci. 2006; 47: 1754-1767Crossref PubMed Scopus (168) Google Scholar, 4Noske W. Fromm M. Levarlet B. Kreusel K.M. Hirsch M. Tight junctions of the human corneal endothelium: morphological and electrophysiological features.Ger J Ophthalmol. 1994; 3: 253-257PubMed Google Scholar, 5Srinivas S.P. Satpathy M. Gallagher P. Lariviere E. Van Driessche W. Adenosine induces dephosphorylation of myosin II regulatory light chain in cultured bovine corneal endothelial cells.Exp Eye Res. 2004; 79: 543-551Crossref PubMed Scopus (44) Google Scholar, 6Ma L. Kuang K. Smith R.W. Rittenband D. Iserovich P. Diecke F.P. Fischbarg J. Modulation of tight junction properties relevant to fluid transport across rabbit corneal endothelium.Exp Eye Res. 2007; 84: 790-798Crossref PubMed Scopus (25) Google Scholar, 7Fischbarg J. Diecke F.P. Iserovich P. Rubashkin A. The role of the tight junction in paracellular fluid transport across corneal endothelium: electro-osmosis as a driving force.J Membr Biol. 2006; 210: 117-130Crossref PubMed Scopus (75) Google Scholar, 8Kim J.H. Green K. Martinez M. Paton D. Solute permeability of the corneal endothelium and Descemet's membrane.Exp Eye Res. 1971; 12: 231-238Crossref PubMed Scopus (71) Google Scholar Transcellular and paracellular passage of solutes and fluid is counterbalanced by an active fluid pump mechanism powered exclusively by the Na+/K+-ATPase sodium generated gradient. It involves many membrane water and ion facilitating proteins, including bicarbonate transporters, anion exchangers (AEs) AE2, sodium (Na) bicarbonate cotransporter 1, monocarboxylate transporters MCT1, MCT2, MCT4, and aquaporin 1.9Bonanno J.A. Molecular mechanisms underlying the corneal endothelial pump.Exp Eye Res. 2012; 95: 2-7Crossref PubMed Scopus (189) Google Scholar, 10Bonanno J.A. Identity and regulation of ion transport mechanisms in the corneal endothelium.Prog Retin Eye Res. 2003; 22: 69-94Crossref PubMed Scopus (165) Google Scholar Altered expression of these proteins by pharmacologic or genetic means dampens to various degrees the endothelium capacity to maintain deturgescence.9Bonanno J.A. Molecular mechanisms underlying the corneal endothelial pump.Exp Eye Res. 2012; 95: 2-7Crossref PubMed Scopus (189) Google Scholar, 10Bonanno J.A. Identity and regulation of ion transport mechanisms in the corneal endothelium.Prog Retin Eye Res. 2003; 22: 69-94Crossref PubMed Scopus (165) Google Scholar For example, ouabain, a potent Na+/K+-ATPase pump inhibitor, is known to cause reversible endothelial dysfunction.11Brown S.I. Hedbys B.O. The effect of ouabain on the hydration of the cornea.Invest Ophthalmol. 1965; 4: 216-221PubMed Google Scholar Fuchs endothelial corneal dystrophy (FECD) is a disorder of the corneal endothelium that causes progressive corneal edema and vision loss.12Reinhard T. Larkin D.F.P. Cornea and External Eye Disease. Springer, Berlin; New York2006Crossref Google Scholar Mutations within genes coding for COL8A2, TCF4, TCF8, SLC4A11, and LOXHD1 have been characterized in family subtypes, but most cases are considered sporadic or of unknown origin.13Cross H.E. Maumenee A.E. Cantolino S.J. Inheritance of Fuchs' endothelial dystrophy.Arch Ophthalmol. 1971; 85: 268-272Crossref PubMed Scopus (76) Google Scholar, 14Krachmer J.H. Purcell Jr., J.J. Young C.W. Bucher K.D. Corneal endothelial dystrophy: a study of 64 families.Arch Ophthalmol. 1978; 96: 2036-2039Crossref PubMed Scopus (242) Google Scholar, 15Gottsch J.D. Sundin O.H. Liu S.H. Jun A.S. Broman K.W. Stark W.J. Vito E.C. Narang A.K. Thompson J.M. Magovern M. Inheritance of a novel COL8A2 mutation defines a distinct early-onset subtype of fuchs corneal dystrophy.Invest Ophthalmol Vis Sci. 2005; 46: 1934-1939Crossref PubMed Scopus (159) Google Scholar, 16Gottsch J.D. Zhang C. Sundin O.H. Bell W.R. Stark W.J. Green W.R. Fuchs corneal dystrophy: aberrant collagen distribution in an L450W mutant of the COL8A2 gene.Invest Ophthalmol Vis Sci. 2005; 46: 4504-4511Crossref PubMed Scopus (102) Google Scholar, 17Riazuddin S.A. Eghrari A.O. Al-Saif A. Davey L. Meadows D.N. Katsanis N. Gottsch J.D. Linkage of a mild late-onset phenotype of Fuchs corneal dystrophy to a novel locus at 5q33.1-q35.2.Invest Ophthalmol Vis Sci. 2009; 50: 5667-5671Crossref PubMed Scopus (74) Google Scholar, 18Riazuddin S.A. Parker D.S. McGlumphy E.J. Oh E.C. Iliff B.W. Schmedt T. Jurkunas U. Schleif R. Katsanis N. Gottsch J.D. Mutations in LOXHD1, a recessive-deafness locus, cause dominant late-onset Fuchs corneal dystrophy.Am J Hum Genet. 2012; 90: 533-539Abstract Full Text Full Text PDF PubMed Scopus (117) Google Scholar, 19Riazuddin S.A. Vithana E.N. Seet L.F. Liu Y. Al-Saif A. Koh L.W. Heng Y.M. Aung T. Meadows D.N. Eghrari A.O. Gottsch J.D. Katsanis N. Missense mutations in the sodium borate cotransporter SLC4A11 cause late-onset Fuchs corneal dystrophy.Hum Mutat. 2010; 31: 1261-1268Crossref PubMed Scopus (100) Google Scholar, 20Riazuddin S.A. Zaghloul N.A. Al-Saif A. Davey L. Diplas B.H. Meadows D.N. Eghrari A.O. Minear M.A. Li Y.J. Klintworth G.K. Afshari N. Gregory S.G. Gottsch J.D. Katsanis N. Missense mutations in TCF8 cause late-onset Fuchs corneal dystrophy and interact with FCD4 on chromosome 9p.Am J Hum Genet. 2010; 86: 45-53Abstract Full Text Full Text PDF PubMed Scopus (143) Google Scholar, 21Baratz K.H. Tosakulwong N. Ryu E. Brown W.L. Branham K. Chen W. Tran K.D. Schmid-Kubista K.E. Heckenlively J.R. Swaroop A. Abecasis G. Bailey K.R. Edwards A.O. E2-2 protein and Fuchs's corneal dystrophy.N Engl J Med. 2010; 363: 1016-1024Crossref PubMed Scopus (201) Google Scholar, 22Vithana E.N. Morgan P.E. Ramprasad V. Tan D.T. Yong V.H. Venkataraman D. Venkatraman A. Yam G.H. Nagasamy S. Law R.W. Rajagopal R. Pang C.P. Kumaramanickevel G. Casey J.R. Aung T. SLC4A11 mutations in Fuchs endothelial corneal dystrophy.Hum Mol Genet. 2008; 17: 656-666Crossref PubMed Scopus (193) Google Scholar, 23Soumittra N. Loganathan S.K. Madhavan D. Ramprasad V.L. Arokiasamy T. Sumathi S. Karthiyayini T. Rachapalli S.R. Kumaramanickavel G. Casey J.R. Rajagopal R. Biosynthetic and functional defects in newly identified SLC4A11 mutants and absence of COL8A2 mutations in Fuchs endothelial corneal dystrophy.J Hum Genet. 2014; 59: 444-453Crossref PubMed Scopus (27) Google Scholar Pathophysiology of the disease is associated with an irregular thickening of the endothelium's basement membrane (Descemet membrane),24Bourne W.M. The of Descemet's Fuchs' dystrophy.Arch Ophthalmol. PubMed Scopus Google Scholar, K. C. A. S. of human corneal endothelial cells isolated from with Fuchs endothelial corneal Eye Res. 2012; PubMed Scopus (25) Google Scholar, T. on Fuchs' posterior of the cornea.Invest Ophthalmol. 1971; Google Scholar A. J. J. in the of and Fuchs endothelial corneal J Mol Sci. PubMed Scopus Google Scholar, Liu C. A. Chen Y. Schmedt T. Jurkunas in and decreased of in Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar, T. B. of in the of Fuchs endothelial corneal dystrophy.Am J 2010; Full Text Full Text PDF PubMed Scopus (201) Google Scholar, C. K. expression of in Fuchs' endothelial dystrophy.Invest Ophthalmol Vis Sci. 2008; 49: PubMed Scopus Google Scholar N.A. V. and in corneal PubMed Scopus Google Scholar, of Fuchs' endothelial Eye Res. PubMed Scopus Google Scholar, A. Schmedt T. A.S. C. Chen Y. J.H. Jurkunas to and in Fuchs endothelial corneal PubMed Scopus Google Scholar H. M. N. R. S. M. N. Jun A.S. L450W and of Fuchs endothelial corneal dystrophy distinct and for Ophthalmol Vis Sci. PubMed Scopus Google Scholar, J.A. of ion transporters and protein in Fuchs' 2014; Google Scholar, A.S. H. N. M. S. R. R. M. collagen model of Fuchs endothelial corneal dystrophy endothelial cell protein and Mol Genet. 2012; PubMed Scopus Google Scholar of M. A. L. Corneal endothelial cell in with Fuchs' dystrophy.Invest Ophthalmol Vis Sci. Google Scholar, Green W.R. Stark W.J. The role of in the of Fuchs endothelial dystrophy of the Ophthalmol. PubMed Scopus Google Scholar, N. B. and endothelial cell in Fuchs' dystrophy and in J Ophthalmol. 2005; PubMed Scopus Google Scholar and a cell S. Tan In vivo of Fuchs' endothelial 17: PubMed Scopus Google Scholar Cell is for the corneal In healthy endothelial cell between and J.H. of corneal Ophthalmol Vis Sci. Google Scholar, W.M. corneal endothelial cell a Ophthalmol Vis Sci. Google Scholar endothelial cell to to the cells can no barrier which results in corneal S. on the corneal endothelium: J Ophthalmol. Full Text PDF PubMed Scopus Google Scholar Na+/K+-ATPase pump have been to in the of FECD and in healthy pump in human corneal Ophthalmol Vis Sci. Google Scholar, of functional and human corneal Eye Res. PubMed Scopus Google Scholar, of in human corneal Eye Res. PubMed Scopus Google Scholar, Fuchs' endothelial dystrophy pump Ophthalmol Vis Sci. Google Scholar of the protein genes and has been to in end-stage FECD J.A. of ion transporters and protein in Fuchs' 2014; Google Scholar in aquaporin 1, a water has been in of the FECD S.R. N. B. Altered expression of in and Fuchs' dystrophy 2004; PubMed Google Scholar The endothelium to maintain deturgescence, to significant corneal corneal and vision has cell and tissue in which endothelial corneal cells from FECD are in vitro cell or to an endothelium on a healthy tissue K. C. A. S. of human corneal endothelial cells isolated from with Fuchs endothelial corneal Eye Res. 2012; PubMed Scopus (25) Google Scholar, S. J.D. S. in vivo model for Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar In vitro FECD that FECD cells of on the surface of basement of was observed the engineered FECD in S. J.D. S. in vivo model for Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar the engineered FECD functional to maintain corneal for up to in these These a to study the of FECD cells in a healthy and to and the of this The of this study was to the of the cultured FECD endothelium by the of key proteins for ion transport and barrier we the gene and protein expression of the ATP1, SLC4, SLC16, AQP, and this is the that the expression of function-related proteins in FECD cells using in vitro of this from this to at maintaining corneal transparency in FECD study was in with the of and and the of from FECD as K. C. A. S. of human corneal endothelial cells isolated from with Fuchs endothelial corneal Eye Res. 2012; PubMed Scopus (25) Google Scholar These and for gene and to for and permeability to to FECD to and for ex vivo FECD to human endothelial disease and for from the Eye for gene expression and to for and permeability to to healthy and as for the engineered corneal to and for ex vivo healthy to and culture of healthy corneal endothelial cells was as C. of corneal endothelial cells from and Ophthalmol Vis Sci. 2004; PubMed Scopus Google Scholar from healthy and in culture at in and for 1 and a was to cells from the cells in culture with in culture made of bovine human bovine and The was for the and culture of FECD endothelial cells, with the that the was by corneal the Descemet's endothelial K. C. A. S. of human corneal endothelial cells isolated from with Fuchs endothelial corneal Eye Res. 2012; PubMed Scopus (25) Google Scholar at passage or for at for at for the at for to was to the in the was such as V. S. of on the phenotype of cultured corneal endothelial of the for in and Ophthalmol Vis Sci. Scholar or and the endothelial phenotype of cultured human was isolated using or by the gene of the genetic from the was with using on a and the with an The results by using the as V. M. N. S. M. D. Y. D. Y. S. S. Altered expression of the in and regulation of gene expression by the Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar, C. K. S. C. Characterization of the human and regulation in cells.Exp Eye Res. PubMed Scopus Google Scholar, S. M.A. S. M. M. C. of gene expression is to the properties of cell Cell Res. PubMed Scopus Google Scholar The to the expression is by the of the between in to expression is whereas expressed genes are in The in this study with the a A. P. J. G. P. C. J. W. T. P. V. H. A. U. S. J. R. J. M. a for Genet. PubMed Scopus Google Scholar and have been in the for The was to with II to the to as and J. J.A. D. but protein expression in human 2004; PubMed Scopus Google Scholar and and and and and was as and and S. is in Res. PubMed Scopus (25) Google Scholar was using a of was using Green was for gene using of the to the of the of was to for in of the gene by the and to model for in Res. PubMed Scopus Google Scholar in on membrane in was using a to the was For the permeability was the The for the from the of the was using a cells as for which generate a cell as a as using and at S. C. J. A. P. L. engineering of corneal endothelium using a human as A. 2009; PubMed Scopus Google Scholar cell to cells. with membrane posterior in a of a cells in of culture on the membrane and to for 4 The in culture and cultured for in and in at was as S. C. J. A. P. L. engineering of corneal endothelium using a human as A. 2009; PubMed Scopus Google Scholar for at in and with a α1 a a rabbit cotransporter a 1 a cotransporter 1 and a rabbit cotransporter 4 as and with as The in with bovine at for 1 with and for with with was observed using a using was as in for in are with was considered statistically The using of cultured cells a and expression of with the gene expression on the most expressed subunit, For the regulatory and the the an of of the family expression was to in Vithana E.N. J.A. transport of SLC4A11 in corneal Ophthalmol Vis Sci. PubMed Scopus Google Scholar and the α1 protein has been to decreased in pump in human corneal Ophthalmol Vis Sci. Google Scholar, of functional and human corneal Eye Res. PubMed Scopus Google Scholar, of in human corneal Eye Res. PubMed Scopus Google Scholar, Fuchs' endothelial dystrophy pump Ophthalmol Vis Sci. Google Scholar, S.R. E. and in human comparison with and Fuchs' dystrophy PubMed Scopus (27) Google Scholar and in an model of S. J.D. S. in vivo model for Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar the gene results of and by No statistically significant difference was observed in the gene and the between FECD and healthy 1, and Protein expression by a of Na+/K+-ATPase α1 in native FECD with healthy an endothelium on a using FECD cells expression to a similar to that of an endothelium engineered using healthy cells No difference was observed in the protein expression of Na+/K+-ATPase between FECD and healthy native and no expression was observed in the engineered healthy and The of the family are anion exchangers 1 to endothelial cells expressed and the of the endothelial cells expressed membrane of and No in expression observed between FECD and healthy cells for proteins The borate cotransporter and FECD SLC4A11 to have a expression in FECD this difference was statistically significant of the of expression in the It has been that the sodium bicarbonate protein was decreased in a model of S. J.D. S. in vivo model for Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar to the absence of difference in gene expression of between cultured healthy and FECD cells by The sodium bicarbonate protein was in native and engineered tissues of healthy and FECD cells The gene family has of which and monocarboxylate MCT4, MCT2, and The gene role and regulation in and Med. PubMed Scopus Google Scholar an expression of and the to of these expression No difference of expression between FECD and healthy cells was observed using gene and genes to in J.A. of ion transporters and protein in Fuchs' 2014; Google Scholar was for these genes no difference in expression between the FECD and the healthy cells. protein an absence of expression for and in native FECD specimens, whereas in the healthy specimens. The engineered endothelium using healthy and FECD cells the protein was in the endothelium engineered using healthy and FECD cells 4 the results of the aquaporin protein and a expression of of of of and of expressed in a and Protein of aquaporin 1 by a of which gene expression results FECD cells no significant in gene and protein expression of was the most expressed in as was occludens protein for the zonula occludens protein 1 family gene expression in FECD and healthy cultured cells No significant difference in was between FECD Ω cm2) and healthy Ω The Ω cm2) a in to cell within the of culture No difference in permeability was observed between FECD to and healthy or between FECD and FECD is a disease that and results in a endothelial The of the endothelium a Jr., Descemet's with endothelial in a corneal 2005; PubMed Google Scholar or models. for the of in ability to For example, the role of the endothelial cells in the of the disease is The ability to and an FECD endothelium on a a to between cell and pathologic such among others, S. Tan In vivo of Fuchs' endothelial 17: PubMed Scopus Google Scholar, of to the study of corneal Ophthalmol. Full Text PDF PubMed Scopus Google Scholar, Green W.R. Stark W.J. Gottsch J.D. study of Fuchs dystrophy and 2005; PubMed Scopus Google Scholar, M. T. J. and in corneal edema: for endothelial Ophthalmol Vis Sci. PubMed Scopus Google Scholar and A.K. S. B. J.J. in of with Fuchs' endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. PubMed Scopus Google Scholar, W.M. J. in Fuchs' dystrophy.Invest Ophthalmol Vis Sci. Google Scholar, Y. in the in with Fuchs endothelial corneal 2010; Google Scholar, M. J. R. B.O. A. C. in of with Fuchs' endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. PubMed Scopus Google Scholar, M. J. R. B.O. A. C. in the of and Fuchs' dystrophy Ophthalmol Vis Sci. PubMed Scopus Google Scholar In this we a cell model and a tissue model to the expression of function-related proteins and the endothelial barrier integrity of cultured FECD endothelial cells. cell no difference in the expression of ATP1, SLC4, SLC16, AQP, and families and in the endothelial barrier integrity between FECD and healthy cell was cells similar to healthy cells, of from this loss of the FECD phenotype on by of the cells absence of a pathologic The mechanism by the that FECD in the the The FECD in the cells at of the with and cells in the of the Cell the of these cells with endothelial The mechanism the absence in culture of a pathologic such an basement membrane or cells to to is that in vitro the culture that to that are in the in vivo In a of these mechanisms to pharmacologic either by of the cells, by of the cell or by that are in These of the disease and the for corneal These results are in with that an engineered FECD endothelium can maintain corneal and transparency in a in vivo S. J.D. S. in vivo model for Fuchs endothelial corneal dystrophy.Invest Ophthalmol Vis Sci. 2012; PubMed Scopus Google Scholar this study an of which to that the cultured FECD cells the is by the of a of the cells of engineered FECD B. M. S.P. S. and expression in Fuchs endothelial corneal dystrophy cells and tissue A. PubMed Scopus Google Scholar that is from the of the It that the of Na+/K+-ATPase pump pump in human corneal Ophthalmol Vis Sci. Google Scholar, of functional and human corneal Eye Res. PubMed Scopus Google Scholar, of in human corneal Eye Res. PubMed Scopus Google Scholar, Fuchs' endothelial dystrophy pump Ophthalmol Vis Sci. Google Scholar and the of the barrier J.D. Fuchs' endothelial dystrophy: a at an PubMed Scopus Google Scholar observed in FECD to the results the protein and of Na+/K+-ATPase MCT1, and in native J.A. of ion transporters and protein in Fuchs' 2014; Google Scholar, pump in human corneal Ophthalmol Vis Sci. Google Scholar, of functional and human corneal Eye Res. PubMed Scopus Google Scholar, of in human corneal Eye Res. PubMed Scopus Google Scholar, Fuchs' endothelial dystrophy pump Ophthalmol Vis Sci. Google Scholar that in expression of sodium bicarbonate was associated with J.A. of ion transporters and protein in Fuchs' 2014; Google Scholar expression levels of Na+/K+-ATPase and between the native and the engineered the protein expression was by the and the healthy engineered we it was to FECD and by the of the aquaporin family in gene expression between with proteins in this to why cells of aquaporin is the of this are expressed in the corneal endothelium, these explain why to cause corneal edema in the J.R. A.S. in corneal water permeability and of transparency PubMed Scopus Google Scholar S.R. N. B. Altered expression of in and Fuchs' dystrophy 2004; PubMed Google Scholar in the in vitro with this study the of FECD corneal endothelium to ability to that of the FECD endothelium is to which to investigated in and of the and and for in Fuchs endothelial corneal dystrophy and the and for and for the with

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How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.374
Threshold uncertainty score0.360

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.010
GPT teacher head0.245
Teacher spread0.235 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

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Citations33
Published2018
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