Commentary: Nature versus nurture in unicuspid aortic valve aortopathy
Bibliographic record
Abstract
Central MessageExpression levels of endothelial nitric oxide synthase are altered in patients with unicuspid aortic valve.See Article page 157.Individuals with congenital aortic valve malformations are at a significantly higher risk of developing ascending aortic aneurysm and dissection than individuals with tricuspid aortic valves (TAV).1Michelena H.I. Khanna A.D. Mahoney D. Margaryan E. Topilsky Y. Suri R.M. et al.Incidence of aortic complications in patients with bicuspid aortic valves.JAMA. 2011; 306: 1104-1112Crossref PubMed Scopus (556) Google Scholar,2Slostad B.D. Witt C.M. O'Leary P.W. Maleszewski J.J. Scott C.G. Dearani J.A. et al.Unicuspid aortic valve: demographics, comorbidities, echocardiographic features, and long-term outcomes.Circulation. 2019; 140: 1853-1855Crossref PubMed Scopus (19) Google Scholar Whether or not this association is primarily driven by genetic or hemodynamic factors is a long-standing question in the field. Most studies have focused on patients with bicuspid aortic valve (BAV). In contrast, a paucity of data exist on the rarer clinical entity of unicuspid aortic valve (UAV). As such, the study by Balint and colleagues3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google Scholar is a welcome addition to the current body of literature on this topic. The authors examined the messenger RNA (mRNA) and protein expression levels of endothelial nitric oxide synthase (eNOS) in aortic tissue obtained from patients who underwent cardiac surgery. Their goal was to compare the expression pattern of this marker between patients with TAV and those with UAV. This was motivated by the previously documented observation that the expression of this eNOS is altered in patients with BAV, and a fortiori in those with BAV aortopathy.4Aicher D. Urbich C. Zeiher A. Dimmeler S. Schafers H.J. Endothelial nitric oxide synthase in bicuspid aortic valve disease.Ann Thorac Surg. 2007; 83: 1290-1294Abstract Full Text Full Text PDF PubMed Scopus (105) Google Scholar The authors were interested in comparing expression levels in dilated versus nondilated aortas, as well as regional differences in eNOS expression between segments of aorta presumed to be exposed to different hemodynamic flow patterns. To achieve this, they collected samples from the concavity and convexity of the ascending aorta and analyzed them separately. The authors found that eNOS protein concentrations—but not their mRNA expression—were lower in nondilated aortic samples from UAV patients compared with TAV patients. In contrast, when comparing aneurysmal aortas, no difference was found in eNOS mRNA or protein expression between dilated TAV and UAV aortas. Finally, the authors show that in patients with UAV, eNOS expression is similar across the concavity and convexity of the ascending aorta, leading them to conclude that alterations in eNOS expression are “independent of alterations in aortic wall shear stress” and “likely caused by a congenital defect in eNOS signaling that is stronger than turbulence-induced expression patterns.”3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google ScholarAlthough this study raises some interesting questions, the aforementioned conclusions are somewhat overstated in light of some significant study design limitations. The multiplicity of factors considered (valve morphology, presence/absence of dilation, and concavity vs convexity), combined with the relatively small sample size, make this study at high risk for a type 1 error. As such, these results should be interpreted with caution and considered hypothesis-generating at best. Furthermore, in the absence of 4-dimensional magnetic resonance imaging flow data, the assumption that concave versus convex segments of the ascending aorta are exposed to different hemodynamic flow patterns is speculative. This is especially true in the setting of UAV, where the presence and direction of flow jets across the aortic valve can significantly influence flow dynamics in the ascending aorta.Beyond these methodological considerations, the molecular processes involved in UAV-related aortopathy are likely complex and multifactorial, such that the examination of a single marker is unlikely to yield the full picture. Thankfully, in recent years, the emergence of sophisticated multiomics analysis methods5Blaser M.C. Kraler S. Luscher T.F. Aikawa E. Multi-omics approaches to define calcific aortic valve disease pathogenesis.Circ Res. 2021; 128: 1371-1397Crossref Scopus (10) Google Scholar has provided a powerful platform to address questions like the one raised by Balint and colleagues.3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google Scholar Expression levels of endothelial nitric oxide synthase are altered in patients with unicuspid aortic valve. Expression levels of endothelial nitric oxide synthase are altered in patients with unicuspid aortic valve. See Article page 157. See Article page 157. Individuals with congenital aortic valve malformations are at a significantly higher risk of developing ascending aortic aneurysm and dissection than individuals with tricuspid aortic valves (TAV).1Michelena H.I. Khanna A.D. Mahoney D. Margaryan E. Topilsky Y. Suri R.M. et al.Incidence of aortic complications in patients with bicuspid aortic valves.JAMA. 2011; 306: 1104-1112Crossref PubMed Scopus (556) Google Scholar,2Slostad B.D. Witt C.M. O'Leary P.W. Maleszewski J.J. Scott C.G. Dearani J.A. et al.Unicuspid aortic valve: demographics, comorbidities, echocardiographic features, and long-term outcomes.Circulation. 2019; 140: 1853-1855Crossref PubMed Scopus (19) Google Scholar Whether or not this association is primarily driven by genetic or hemodynamic factors is a long-standing question in the field. Most studies have focused on patients with bicuspid aortic valve (BAV). In contrast, a paucity of data exist on the rarer clinical entity of unicuspid aortic valve (UAV). As such, the study by Balint and colleagues3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google Scholar is a welcome addition to the current body of literature on this topic. The authors examined the messenger RNA (mRNA) and protein expression levels of endothelial nitric oxide synthase (eNOS) in aortic tissue obtained from patients who underwent cardiac surgery. Their goal was to compare the expression pattern of this marker between patients with TAV and those with UAV. This was motivated by the previously documented observation that the expression of this eNOS is altered in patients with BAV, and a fortiori in those with BAV aortopathy.4Aicher D. Urbich C. Zeiher A. Dimmeler S. Schafers H.J. Endothelial nitric oxide synthase in bicuspid aortic valve disease.Ann Thorac Surg. 2007; 83: 1290-1294Abstract Full Text Full Text PDF PubMed Scopus (105) Google Scholar The authors were interested in comparing expression levels in dilated versus nondilated aortas, as well as regional differences in eNOS expression between segments of aorta presumed to be exposed to different hemodynamic flow patterns. To achieve this, they collected samples from the concavity and convexity of the ascending aorta and analyzed them separately. The authors found that eNOS protein concentrations—but not their mRNA expression—were lower in nondilated aortic samples from UAV patients compared with TAV patients. In contrast, when comparing aneurysmal aortas, no difference was found in eNOS mRNA or protein expression between dilated TAV and UAV aortas. Finally, the authors show that in patients with UAV, eNOS expression is similar across the concavity and convexity of the ascending aorta, leading them to conclude that alterations in eNOS expression are “independent of alterations in aortic wall shear stress” and “likely caused by a congenital defect in eNOS signaling that is stronger than turbulence-induced expression patterns.”3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google Scholar Although this study raises some interesting questions, the aforementioned conclusions are somewhat overstated in light of some significant study design limitations. The multiplicity of factors considered (valve morphology, presence/absence of dilation, and concavity vs convexity), combined with the relatively small sample size, make this study at high risk for a type 1 error. As such, these results should be interpreted with caution and considered hypothesis-generating at best. Furthermore, in the absence of 4-dimensional magnetic resonance imaging flow data, the assumption that concave versus convex segments of the ascending aorta are exposed to different hemodynamic flow patterns is speculative. This is especially true in the setting of UAV, where the presence and direction of flow jets across the aortic valve can significantly influence flow dynamics in the ascending aorta. Beyond these methodological considerations, the molecular processes involved in UAV-related aortopathy are likely complex and multifactorial, such that the examination of a single marker is unlikely to yield the full picture. Thankfully, in recent years, the emergence of sophisticated multiomics analysis methods5Blaser M.C. Kraler S. Luscher T.F. Aikawa E. Multi-omics approaches to define calcific aortic valve disease pathogenesis.Circ Res. 2021; 128: 1371-1397Crossref Scopus (10) Google Scholar has provided a powerful platform to address questions like the one raised by Balint and colleagues.3Balint B. Kollman C. Gauer S. Federspiel J.M. Schäfers H.J. Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valve.J Thorac Cardiovasc Surg Open. 2021; 8: 157-169Scopus (4) Google Scholar Endothelial nitric oxide synthase alterations are independent of turbulence in the aorta of patients with a unicuspid aortic valveJTCVS OpenVol. 8PreviewCertain aortic valve malformations predispose to ascending aortic aneurysm, although the mechanisms are incompletely understood. The aim of this study was to determine whether turbulence across the unicuspid aortic valve (UAV) contributes to regional differences in endothelial nitric oxide (eNOS) signaling in the ascending aortic wall. Full-Text PDF Open Access
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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".