Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Cardiac, mandibular and thymic phenotypical association indicates that cranial neural crest underlies bicuspid aortic valve formation in hamsters

  • Jessica Martínez-Vargas,

    Roles Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

    Affiliation Departament de Biologia Animal, Biologia Vegetal i Ecologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain

  • Jacint Ventura ,

    Roles Conceptualization, Investigation, Methodology, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

    jacint.ventura.queija@uab.cat

    Affiliation Departament de Biologia Animal, Biologia Vegetal i Ecologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain

  • Ángela Machuca,

    Roles Formal analysis, Investigation, Methodology

    Affiliation Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain

  • Francesc Muñoz-Muñoz,

    Roles Formal analysis, Investigation, Methodology, Supervision

    Affiliation Departament de Biologia Animal, Biologia Vegetal i Ecologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain

  • María Carmen Fernández,

    Roles Investigation, Methodology

    Affiliations Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain

  • María Teresa Soto-Navarrete,

    Roles Formal analysis, Investigation, Methodology

    Affiliation Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain

  • Ana Carmen Durán,

    Roles Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Validation

    Affiliations Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain

  • Borja Fernández

    Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

    Affiliations Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain, CIBERCV Enfermedades Cardiovasculares, Málaga, Spain

Abstract

Bicuspid aortic valve (BAV) is the most prevalent human congenital cardiac malformation. It may appear isolated, associated with other cardiovascular malformations, or forming part of syndromes. Cranial neural crest (NC) defects are supposed to be the cause of the spectrum of disorders associated with syndromic BAV. Experimental studies with an inbred hamster model of isolated BAV showed that alterations in the migration or differentiation of the cardiac NC cells in the embryonic cardiac outflow tract are most probably responsible for the development of this congenital valvular defect. We hypothesize that isolated BAV is not the result of local, but of early alterations in the behavior of the NC cells, thus also affecting other cranial NC-derived structures. Therefore, we tested whether morphological variation of the aortic valve is linked to phenotypic variation of the mandible and the thymus in the hamster model of isolated BAV, compared to a control strain. Our results show significant differences in the size and shape of the mandible as well as in the cellular composition of the thymus between the two strains, and in mandible shape regarding the morphology of the aortic valve. Given that both the mandible and the thymus are cranial NC derivatives, and that the cardiac NC belongs to the cephalic domain, we propose that the causal defect leading to isolated BAV during embryonic development is not restricted to local alterations of the cardiac NC cells in the cardiac outflow tract, but it is of pleiotropic or polytopic nature. Our results suggest that isolated BAV may be the forme fruste of a polytopic syndrome involving the cranial NC in the hamster model and in a proportion of affected patients.

Introduction

The aortic valve of mammals is the anatomical structure responsible for preventing blood reflux from the aorta to the left ventricle. It normally holds three leaflets or cusps and thus is named tricuspid aortic valve (TAV). In humans, congenital malformations of the aortic valve may cause clinically relevant valve malfunction. The most frequent congenital aortic valve malformation is the bicuspid aortic valve (BAV), which is indeed the most prevalent human cardiac malformation, with an incidence of 0.5–2% in the general population [13]. Although a BAV may be clinically silent during the lifetime of the carrier, it entails a high risk of valvulopathies and aortopathies [4]. A BAV may appear isolated, associated with other cardiovascular malformations, e.g. ventricular septal defect and coarctation of the aorta [5,6], or forming part of syndromes, e.g. Turner, DiGeorge, hypoplastic left heart, Bosley-Salih-Alorainy, Athabascan Brainstem Dysgenesis, Loeys-Dietz, Andersen-Tawl, Larsen, Alagille and Kabuld [79]. Altogether, it has been estimated that BAV disease is responsible for more human deaths than the sum of all the other known congenital cardiac malformations [10].

Two types of BAV have been described depending on the anatomical position of the leaflets, i.e. the antero-posterior (A-P) and the latero-lateral (L-L) types. Each type can present two forms (subtypes) depending on the absence (subtype 0) or presence (subtype 1) of a raphe [11]. Although it has been shown that each anatomical type of BAV has a distinct etiology [12], and it is assumed that multiple etiological mechanisms of BAV development may exist [8,9], experimental studies in rodent models have revealed that both types of isolated BAV can be formed by alterations in the behavior of the cardiac neural crest cells [12,13].

The neural crest (NC) is a transient, migratory, and pluripotent embryonic cell population that develops from the dorsal neural tube. Once at their final destinations, NC cells (NCCs) differentiate into a wide range of cell types and tissues [1418]. The NCCs that specifically originate from midbrain to the third somite levels of the dorsal neural tube are known as cranial NCCs (CrNCCs) [14]. These cells form most of the mesenchymal structures of the skull, maxilla, mandible, neck, and pharyngeal organs such as the thymus. A set of CrNCCs known as cardiac NCCs (CaNCCs) contribute to the development of the cardiac outflow tract and the arteries of the aortic arch system [1922].

Craniofacial and cardiac malformations are among the most common birth defects in humans, the pathogenesis of which often involves CrNCCs alterations causing polytopic syndromes [21]. The anomalies of the cardiac outflow tract and the aortic arch system associated with syndromic BAV are considered manifestations of a spectrum of disorders involving the head and neck region caused by NCCs defects [23]. Indeed, the extracardiac defects associated with syndromic BAV affect anatomical structures derived from the CrNCCs, like the thymus, the parathyroid glands, the mandible, and the palate, among others [79,2428]. In addition, genetic manipulation in mice has shown that absence of Hoxa1 expression in NCCs causes syndromic BAV associated with defects of the cardiac outflow tract, aortic arch, thymus, parathyroid glands, and craniofacial structures [29]. Regarding isolated BAV development, studies with a spontaneous animal model have revealed that BAV formation relies on the abnormal behavior of NCCs colonizing the embryonic cardiac outflow tract, thus assuming that BAV results from local alterations of CaNCCs migration [12].

Given that 1) the pathogenetic substratum of many cases of isolated BAV formation is an altered behavior of the CaNCCs migrating into the cardiac outflow tract, 2) knocking out NC specific genes results in syndromic BAV, and 3) cardiac and extracardiac defects associated with syndromic BAV result from CrNCCs alterations, we hypothesize that the causal defect leading to isolated BAVs during embryonic development might not be restricted to local alterations of the CaNCCs, but could be of pleiotropic or polytopic nature, affecting different CrNC-derived structures. It could then be expected that BAV carriers present undetected alterations of CrNC-derived structures.

The mandible of the current mammalian species is formed by a single bone, the dentary, which originates from cells that migrate from the posterior mesencephalic NC (see [30], and references therein). Once in the first mandibular arch, these NCCs differentiate into six major morphogenetic units (the ramus, the molar and incisor alveolar components, and the coronoid, condylar and angular processes) and Meckel’s cartilage [3133]. Two primary functional modules, derived from these morphogenetic units, have been recognized (see [34] and references therein, [35,36]): a distal module bearing the teeth (alveolar region), and a proximal module that articulates with the skull case and constitutes the attachment area for most of the masticatory muscles (ascending ramus). The study of the genetic basis of mouse mandible shape has revealed that genetic modularity also occurs in this structure, in the same way as functional modularity does [3739].

The thymus is a lymphoepithelial organ composed of connective tissue, lymphocytes, macrophages, reticulo-epithelial cells, and dendritic cells [40,41]. The thymic primordium develops as a result of interactions between the third pharyngeal pouch endoderm and surrounding NC mesenchyme originating at the hindbrain level. This primordium is subsequently encapsulated by NCCs, which promote early growth, patterning, differentiation, and proliferation [42]. Once lymphopoiesis is established in the thymus, some NC-derived reticulo-epithelial cells undergo hypertrophy and get organized in concentric layers of squamous-looking epithelial cells called Hassall’s corpuscles [4346]. Although Hassall’s corpuscles were initially suggested to be the “cemetery” of degenerated thymocytes, currently it is known that they also participate in thymocyte maturation, as well as in secretion of cytokines and growth factors [41,47,48].

In this study, we aim to assess whether morphological variation of the aortic valve is linked to phenotypic variation of the mandible and the thymus, both derived from the CrNCCs. To this end, we use a well-established Syrian hamster (Mesocricetus auratus) model of isolated A-P BAV, and control hamsters. BAVs in the hamster model correspond to the human A-P type (Sievers subtypes 0 and 1) [11]. To compare the phenotypic variation of the mandible between these groups of animals, we apply geometric morphometrics (see [49] and references therein), a powerful analytical method for determining changes in shape independent of the effects of size. To compare thymic phenotypic variation, we examine the general anatomy and histology of the thymus in both groups of animals, and quantify the Hassall’s corpuscles, a direct NC derivative in the thymus.

Materials and methods

Animals

The animals used in the present study belonged to two unrelated Syrian hamster lines: one inbred (T; n = 101) and one outbred (H; n = 57) strain. The T strain shows a high incidence (∼40%) of A-P BAV, resulting from a systematic selective inbreeding by mating affected siblings. The characteristics of this unique strain have been published elsewhere [12,50,51]. The H strain was used to obtain control animals. It derives from a closed colony of hamsters that has been outbred since 1990 and commercialized by Janvier (France) (code RjHam: AURA).

The animals were handled in accordance with the European and Spanish guidelines for animal welfare, and with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institute of Health. The protocol was approved by the Ethics Committee of Animal Experiments of the University of Málaga (CEUMA; Ethics authorization number: 2015–0006). The animals were housed in standard cages, fed chow and supplied with water ad libitum, and sacrificed by CO2 inhalation. After death, the head was removed, the chest was opened, and the thymus and heart were dissected out. Since no sexual dimorphism in the size and shape of the mandible, thymus, and aortic valve was detected in preliminary analyses, data of males and females were analyzed together.

Aortic valve

The aortic valve of each specimen was exposed by dissection under the binocular microscope, and its morphology assessed. In order to document the valve morphologies, the aortic valves of some specimens were subsequently analyzed by scanning electron microscopy as previously described [52]. Briefly, each specimen was fixed by immersion in 1% paraformaldehyde and 2% glutaraldehyde in 0.005 M sodium cacodylate buffer (pH 7.3) for several hours, rinsed with the same buffer, dehydrated with increasing concentrations of ethanol, dried by the critical point method, and gold sputter coated. Observations were made using a Jeol JSM-840 scanning electron microscope.

Previous studies with the hamster model of A-P BAV showed that, similar to humans, several intermediate morphotypes between pure tricuspid and bicuspid aortic valve morphologies exist. In the hamster model, this morphological variability relies on the degree of fusion of the right and left leaflets and the presence and size of the raphe [5154]. It has been shown that all these morphotypes result from the degree of severity of the underlying morphogenetic defect [12,5054]. Accordingly, for the study of the association between mandibular and aortic valve phenotypes, six categories were established for the aortic valve morphology [5054] (Fig 1). The specimens classified as having TAV were further grouped according to the degree of fusion of the valve leaflets: TAV without fusion (TAV-0); TAV with little fusion (TAV-1); TAV with large fusion (TAV-2). The specimens classified as having BAV were further grouped according to the size of the raphe: BAV with a big raphe (BAV-3); BAV with a small raphe (BAV-4); BAV without a raphe (BAV-5). The morphological variant of the aortic valve could not be assessed in one individual.

thumbnail
Fig 1.

Scanning electron micrographs of tricuspid (A-D) and bicuspid (E-H) aortic valves of hamsters, with the different morphological variants. (A,C) TAV-1; (B) TAV-0; (D) TAV-2; (E,G) BAV-4; (F) BAV-3; (H) BAV-5. Panels A and E show cranial views, whereas B-D and F-H show frontal views after dissecting the dorsal leaflet. The arrows point to the ventral commissure, and the arrowheads to the raphes. D, L, R, and V: dorsal, left, right, and ventral leaflets, respectively. PA: pulmonary artery. Scale bars: 200 μm.

https://doi.org/10.1371/journal.pone.0183556.g001

Mandible

For the study of the association between mandibular and aortic valve phenotypes, a total of 132 adult specimens were used and grouped according to: a) the strain: H strain (n = 42), T strain (n = 90); b) the strain and the aortic valve phenotype: H strain with TAV (n = 42), T strain with TAV (n = 59), T strain with BAV (n = 31); and c) the strain and the morphological variant of the aortic valve: H strain with TAV-0 (n = 13), H strain with TAV-1 (n = 24), H strain with TAV-2 (n = 4), T strain with TAV-0 (n = 4), T strain with TAV-1 (n = 22), T strain with TAV-2 (n = 33), T strain with BAV-3 (n = 8), T strain with BAV-4 (n = 5), T strain with BAV-5 (n = 18). The morphological variant of the aortic valve could not be assessed in one individual of H strain.

Mandibles of all individuals were dissected and cleaned by hand, and their two halves were separated at the mandibular symphysis. Images of the lingual side of the 264 right and left hemimandibles, together with a scale bar, were obtained with a Nikon COOLPIX P90 digital camera. Nineteen two-dimensional landmarks were digitized twice in each scaled image by the same observer (Fig 2, S1 Table), using the tpsDig2 software [55]. The morphometric study was approached using the geometric morphometric methods implemented in the MorphoJ package, ver. 1.06d [56].

thumbnail
Fig 2. Lingual view of a right hemimandible with the layout of the 19 landmarks used in the geometric morphometric analyses.

https://doi.org/10.1371/journal.pone.0183556.g002

Size of all hemimandibles was estimated through the centroid size (CS) [57]. Landmark configurations of the left hemimandibles were mirrored. Landmark coordinates of all hemimandibles were superimposed through a generalized Procrustes fit and projected onto the shape tangent space [57,58]. This procedure allowed the extraction of the shape information of each landmark configuration as Procrustes coordinates, which consist in the landmark coordinates devoid of any variation due to size, position, and orientation [57].

The data were split into two datasets according to strain (H and T) in order to examine their patterns of mandible form variation separately. The dataset corresponding to strain T was further subdivided according to aortic valve phenotype (BAV and TAV) in order to assess form variation in each case. To omit the influence of the aortic valve phenotype when comparing the two strains, an additional dataset was created by grouping the individuals with TAV from each strain. Multivariate statistical analyses were conducted on the entire sample and each dataset.

CS and Procrustes coordinates were respectively subjected to two-factor and Procrustes analyses of variance (ANOVAs) [58,59]. This procedure allowed the partitioning of total variation into the components of symmetric and asymmetric variation. The symmetric component accounts for the variation among individuals in the averages of landmark configurations of the right and left sides. The asymmetric component accounts for the variation within individuals in the differences between landmark configurations of the right and left sides [59,60]. Individual and side were respectively chosen as the random and fixed main effects in the ANOVAs. The individual factor accounted for variation among individuals, and so represented the symmetric component of variation. The side factor accounted for directional asymmetry (DA), i.e. the average difference between the two sides. The interaction between both factors estimated fluctuating asymmetry (FA), i.e. the variability of left-right differences among individuals. This interaction term represented the asymmetric component of variation [56,58,61]. Strain, aortic valve phenotype, and morphological variant of the aortic valve were selected as the additional main effects in the ANOVAs conducted on the whole sample. The effect of the morphological variant of the aortic valve was tested in all ANOVAs, while the effect of the aortic valve phenotype was assessed in the ANOVAs conducted on T strain. Strain was chosen as an additional main effect in the ANOVAs performed on the dataset grouping all individuals with TAV. Measurement error was quantified as the residual variation between replicates [58]. Subsequent analyses were conducted only for the symmetric component of variation.

Allometry, the dependence of shape on size, was evaluated with multivariate regressions of shape onto CS. Regressions conducted with the whole sample and the set of individuals with TAV were pooled within strains. Statistical significance was tested using permutation tests with 10,000 iterations under the null hypothesis of no allometric relationship [62,63]. Since a significant dependence of shape on size was always found (see Mandible. Allometry section), subsequent analyses were based on the covariance matrices obtained from raw data, but also on those obtained from the regression residuals in order to correct for allometry [34]. However, only the results derived from size-corrected data are displayed.

Patterns of shape variation were explored with the principal component analysis (PCA) [64]. The eigenvalues or percentages of total shape variation explained by each principal component (PC), and the graphical distribution of the individual PC scores, were obtained.

Canonical variate analyses (CVAs) and discriminant function analyses (DFAs) were conducted to assess morphological distances among strains, aortic valve phenotypes, and morphological variants of the aortic valve, as well as to examine the shape features that best distinguished between groups in each case. The graphical distribution of the individual CV scores was obtained for combinations of variables (e.g., strain and aortic valve phenotype). Within T strain, a CVA was performed to evaluate the distinct morphological variants of the two aortic valve phenotypes jointly. Furthermore, two different CVAs were conducted to evaluate the morphological variants of BAV and TAV of T strain separately, in order to avoid interaction. Mahalanobis distances (MDs) between pairs of groups were obtained, together with the statistical significance resulting from permutation tests with 10,000 iterations.

Thymus

For the study of the association between thymic and aortic valve phenotypes, 26 young adult animals (90 to 150 days) from the H (n = 15) and the T (n = 11) strains were used. Young animals were selected in order to avoid possible errors derived from tissue changes associated with thymic involution.

The thymus was dissected together with the aortic arch, cleaned from fat and vessels under the binocular microscope, and photographed, together with a scale bar, using a Leica DFC 500 camera. The total length and width of each thymic lobe was measured. The samples were fixed by immersion in 4% paraformaldehyde overnight, dehydrated, and embedded in Histosec (Merck KGaA; Darmstadt, Germany). Serial sections longitudinally cut at 7 μm were stained with Delafield’s haematoxylin-eosin (HE) or Masson trichrome, or immunostained using polyclonal antibodies raised against the Hassall’s corpuscle specific cytokeratin-10 (KRT10; AV41730, Sigma). The immunohistochemical method has been described elsewhere [65]. Anti-KRT10 (1:200; Sigma) and biotin-conjugated anti-rabbit IgGs (1:250) were used as primary and secondary antibodies, respectively. The sections were observed with a Leica DMSL light microscope. Images were acquired using a Leica DFC 500 camera.

In order to test for possible differences in symmetry between the thymic lobes of each animal, and in the dimensions of the thymus between strains, the volume of each thymic lobe was estimated and compared. The volume (V) of each thymic lobe was estimated using the mathematical formula of the ovoid volume: V = R1 × R2 × Π where R1 and R2 (major and minor radii respectively) correspond to half the length and half the width of the thymus respectively. First, the volumes of the right and left lobes of each animal were compared. Next, the mean volume of the right and left lobes of each animal was calculated and normalized to the total length of each animal. Differences in volume between the right and left thymic lobes and between H and T strains were assessed by means of Student’s t-test.

The Hassall’s corpuscles were quantified in histological sections stained with HE, corresponding to the central portion of each thymic lobe. The number of corpuscles was counted in optic fields at a magnification of 200X. A minimum of 20 optical fields in at least six different sections per specimen were analyzed. Then, the mean number of Hassall’s corpuscles per square millimeter was calculated for each lobe. Differences in density of Hassall’s corpuscles (number of corpuscles per mm2) between the right and left thymic lobes of each animal, and between H and T strains, were assessed by means of Student’s t-test.

Results

Mandible. Sources of size and shape variation

The ANOVAs carried out on the whole sample revealed significant individual variation and fluctuating asymmetry in mandible shape and size, but significant directional asymmetry only in mandible shape (Tables 1 and 2). Variation resulting from measurement error was negligible, since it was significantly exceeded by variation in fluctuating asymmetry (Tables 1 and 2). The two strains of hamsters significantly differed in mandible size and shape (Tables 1 and 2). Mean CS was significantly higher in the H strain than in the T strain.

thumbnail
Table 1. Two-factor ANOVA for centroid size conducted on the entire sample.

https://doi.org/10.1371/journal.pone.0183556.t001

thumbnail
Table 2. Procrustes ANOVA for shape conducted on the entire sample.

https://doi.org/10.1371/journal.pone.0183556.t002

The ANOVAs conducted on the dataset grouping all specimens with TAV also displayed significant differences in mandible size and shape between strains H and T (F = 82.78, p<0.001 and Pillai’s trace = 0.98, p<0.001, respectively). A significant effect of aortic valve phenotype on mandible shape was detected in the T strain (Pillai’s trace = 0.54, p<0.05). No significant effect of the morphological variant of the aortic valve was detected on mandible size or shape in any dataset.

Mandible. Allometry

Symmetric shape variation significantly depended on size in both strains of hamsters (p<0.001), although H strain showed a slightly higher proportion of shape variation accounted for by size variation (H: 12.50%; T: 10.95%). Within T strain, individuals both with TAV and BAV showed a significant allometric relationship (p<0.001), but a slightly greater percentage of allometry corresponded to specimens with TAV (TAV: 14.99%; BAV: 11.52%).

Mandible. Patterns of shape variation and differentiation

The two strains of hamsters showed a non-overlapped arrangement in the scatter plot of PC1 vs. PC2 scores resulting from the PCA conducted with the entire sample (Fig 3). The PC1 vs. PC2 scores of the specimens with BAV and TAV belonging to T strain showed a mixed arrangement (Fig 3). According to the eigenvalues, PC1 and PC2 accounted for 36.63% and 11.99% of total shape variance, respectively.

thumbnail
Fig 3. Scatter plot of PC1 vs. PC2 scores according to strain and aortic valve phenotype.

The PC1 axis explains 36.63% of total shape variation, and differentiates between the two strains.

https://doi.org/10.1371/journal.pone.0183556.g003

The CVA and DFA also revealed the existence of shape differences between the two strains of hamsters. The MD between the two strains was statistically significant (MD = 12.916, p<0.001). Mandible shape differences between the means of H and T strains mainly involved the ascending ramus (Fig 4A).

thumbnail
Fig 4. Diagrams of mean mandible shape differences.

(A) Mean mandible shape difference between H and T strains. Black: Mean shape of H strain. Grey: Mean shape of T strain. Scale factor: 1.0. (B) Mean mandible shape difference between BAV and TAV phenotypes. Black: Mean shape of BAV phenotype. Grey: Mean shape of TAV phenotype. Scale factor: 2.0.

https://doi.org/10.1371/journal.pone.0183556.g004

In the CVA considering both the strain and the aortic valve phenotype for grouping, the CV1 and CV2 axes respectively accounted for 98.75% and 1.25% of shape variation among groups, scaled for the within-group variation. According to the scatter plot of CV1 vs. CV2 scores, the greatest morphological distance occurred between the specimens of H strain, with TAV, and the specimens with BAV and TAV belonging to T strain along the CV1 axis (Fig 5). However, certain differentiation in mandible shape was also detected between the specimens with TAV and the individuals with BAV from T strain along the CV2 axis (Fig 5). According to the DFA, 84.85% of the specimens were allocated in the correct phenotypic group. The MD between the individuals with different aortic valve phenotype was statistically significant, both when taking into account the entire sample (MD = 1.967, p<0.001) and only T strain (MD = 1.941, p<0.001). Differences in mandible shape between the means of the BAV and TAV phenotypes again particularly involved the ascending ramus (Fig 4B).

thumbnail
Fig 5. Scatter plot of CV1 vs. CV2 scores according to strain and aortic valve phenotype.

The CV1 axis especially differentiates between the two strains, whereas the CV2 axis differentiates between the specimens with TAV and BAV belonging to T strain.

https://doi.org/10.1371/journal.pone.0183556.g005

In the CVA of H strain, which grouped specimens according to the morphological variants of TAV, 74.65% and 25.35% of shape variation among groups wererespectively explained by CV1 and CV2. The three groups exhibited a non-overlapped distribution in the scatter plot of CV1 vs. CV2 scores (Fig 6A). However, a relatively greater isolation of group TAV-2 was detected (Fig 6A). All pairwise MDs were statistically significant (Table 3).

thumbnail
Fig 6. Scatter plots of CV1 vs. CV2 scores according to the morphological variants of the aortic valve.

(A) Morphological variants of TAV (0–2) in H strain; (B) morphological variants of TAV (0–2) and BAV (3–5) in T strain; (C) morphological variants of TAV (0–2) in T strain; (D) morphological variants of BAV (3–5) in T strain.

https://doi.org/10.1371/journal.pone.0183556.g006

thumbnail
Table 3. Mahalanobis distances between the groups with distinct morphological variants of TAV in H strain.

https://doi.org/10.1371/journal.pone.0183556.t003

In the CVA of T strain, where specimens were grouped according to the distinct morphological variants of both TAV and BAV, CV1 and CV2 respectively accounted for 45.09% and 20.59% of shape variation among groups. In the scatter plot of CV1 vs. CV2 scores, the six groups generally displayed an overlapped distribution, except for group TAV-0, which was separated along the CV1 axis (Fig 6B). Most of MDs between groups were statistically significant, especially between group TAV-0 and the other groups (Table 4).

thumbnail
Table 4. Mahalanobis distances between the groups with distinct morphological variants of BAV and TAV in T strain.

https://doi.org/10.1371/journal.pone.0183556.t004

When conducting a separate CVA only with the specimens with TAV from T strain, grouping them according to the morphological variants of TAV, 86.47% and 13.53% of shape variation among groups were respectively explained by CV1 and CV2. In the scatter plot of CV1 vs. CV2 scores, the groups comprising specimens with some degree of fusion of the aortic leaflets (TAV-1 and TAV-2) appeared partially overlapped, whereas the group of specimens with no fusion of the aortic leaflets (TAV-0) was relatively more isolated along the CV1 axis (Fig 6C). In the CVA of the specimens with BAV from T strain, grouped according to the morphological variants of BAV, CV1 and CV2 respectively accounted for 56.57% and 43.43% of shape variation among groups. In this case, the three groups did not overlap in the scatter plot of CV1 vs. CV2 scores (Fig 6D). Pairwise MDs were statistically significant in both cases (Tables 5 and 6).

thumbnail
Table 5. Mahalanobis distances between the groups with distinct morphological variants of BAV in T strain.

https://doi.org/10.1371/journal.pone.0183556.t005

thumbnail
Table 6. Mahalanobis distances between the groups with distinct morphological variants of TAV in T strain.

https://doi.org/10.1371/journal.pone.0183556.t006

Thymus. Size

The thymuses from the animals of both strains showed a similar anatomy. They were bilobular, with each lobe showing an oval shape, homogeneous white color, and consistent appearance (Fig 7A). No significant difference in volume was found between the right and left thymic lobes in animals of the H (p = 0.378) and T (p = 0.233) strains. Under the binocular microscope, the thymuses from the animals of the H strain appeared bigger than those from the T strain. However, differences in the relative mean thymic volume between animals of the H and T strains (Fig 7B) were not significant (p = 0.523).

thumbnail
Fig 7. Anatomy and size of the thymus.

(A) Frontal view of the right thymic lobe of a specimen from the T strain. The arrows indicate the major and minor diameters used to estimate the volume. (B) Mean relative volume of the thymus of specimens of the H (n = 15) and the T (n = 11) strains. No statistically significant difference was found.

https://doi.org/10.1371/journal.pone.0183556.g007

Thymus. Hassall’s corpuscles

The general histological structure of the thymus was similar in the animals of the two strains. HE staining allowed the identification of three basic components of the thymus, i.e. Hassall’s corpuscles, epithelial reticular cells, and lymphocytes (Fig 8A). Hassall’s corpuscles were easily distinguishable due to their eosinophilic central mass, which was highly reactive to KRT10 antibodies (Fig 8B and 8C).

thumbnail
Fig 8. Hassall’s corpuscles.

(A-C) Micrographs of the thymus stained with HE (A and C) or immunostained using KRT10 antibodies (B). B and C correspond to consecutive sections. The asterisks mark the Hassall’s corpuscles, the arrows point to epithelial reticular cells, and the arrowheads to lymphocytes. Scale bars: 17 μm (in A); 50 μm (in B and C). (D) Mean density of Hassall’s corpuscles in animals of the H (n = 15) and T (n = 11) strains. A significant (p = 0.020) 0.71-fold increase was found in the T strain.

https://doi.org/10.1371/journal.pone.0183556.g008

No significant difference was detected in the density of Hassall’s corpuscles between the right and left thymic lobes in animals of both the H (p = 0.495) and T (p = 0.880) strains. When measurements of both lobes of each animal were computed together, differences in the density of Hassall’s corpuscles between animals of the H and the T strains were significant (p = 0.020); a 0.71-fold increase in the density of Hassall’s corpuscles was found in the T strain (Fig 8D).

Discussion

Currently, the T strain of Syrian hamsters is the only spontaneous animal model of BAV disease. In this model, A-P BAV is an isolated, non-syndromic defect, i.e. it is not associated with other major cardiac or extracardiac malformations. Although hamsters with BAV do not develop the associated complications frequently found in human patients, i.e. valvulopathies and aorthopathies, the anatomy and the inheritance pattern of this valvular defect are similar in both species. Thus, the aforementioned strain is considered a well-established model of the human isolated BAV disease [8,9,66,67]. Embryological studies of the formation of A-P BAV, conducted with this model, pointed to anomalies of the NC as the etiological trigger, although the specific morphogenetical mechanisms leading to valve maldevelopment are still unknown [12].

The results of the present study uncover the existence of non-pathological changes of both the shape of the mandible and the histomorphology of the thymus in the hamster model of isolated BAV disease. Compared to controls, the hamsters of the affected strain show, in general terms, a significantly smaller mandible, significantly different mandible shape, and a significant increase in the density of Hassall’s corpuscles of the thymus. Since the specimens of the H and T strains were reared under the same laboratory conditions, the phenotypic differences detected in the present study can be attributed to differences in the genetic background derived from inbreeding. Two alternative hypotheses may explain the combined occurrence of specific valvular, mandibular, and thymic phenotypes in the T strain: 1) the phenotypes were randomly selected across inbreeding generations; 2) the phenotypes share a common developmental program. Our results point to the second hypothesis, at least with regard to the association between aortic valve and mandible phenotypes. When considering the whole sample, significant mandible shape differences were found between specimens with BAV and TAV irrespective of the strain.

In the control strain, significant mandible shape differences were found between individuals without (TAV-0), with little (TAV-1) or with large (TAV-2) fusion of the valve leaflets; major differences were detected between the latter and the first two groups. In the T strain, hamsters without fusion of the valve leaflets (TAV-0) clearly differed from the rest of the groups established in accordance with the morphological variants of TAV and BAV. Likewise, in this strain, mandible shape of the individuals with BAV differed significantly among the groups established according to the size of the raphe (BAV-3, BAV-4, and BAV-5). These results suggest that, independently of the inbreeding, there is a developmental association between aortic valve and mandible phenotypes.

Many traits, instead of showing discrete phenotypes, vary continuously over a range of phenotypic values. Such continuous variability arises because of complex patterns of action and interactions among a number of independently segregating genetic factors. These factors may be expressed differentially during ontogeny, and their expression is often modulated significantly by heritable epigenetic effects as well as by nonheritable environmental factors. This is probably the case of the aortic valve. Although the traditional clinical view considered human TAVs and BAVs as discrete phenotypes, a number of studies have shown that there exists a continuous range of valve phenotypes [11,6870]. In the hamster, the variation of the aortic valve morphology ranges from TAVs without fusion of the leaflets to BAVs devoid of any raphe [5053]. This continuous range of phenotypes is the result of a complex, polygenic pattern of inheritance, with variable expressivity and reduced penetrance, probably modulated by epigenetic factors and intangible variation, or developmental noise [51,53]. As for mandible shape, the main differences between strains were found in the ascending ramus, which is ontogenetically more complex than the alveolar region. In fact, the development and action of the masticatory muscles that insert onto the posterior half of the dentary highly contribute to the phenotypic variation of this region. Further, this higher ontogenetic complexity of the ascending ramus is probably related to the fact that this trait tends to be more highly heritable [71,72] and controlled by a larger set of quantitative trait loci [37,73], in comparison to the alveolar region. Different developmental factors related to cell population dynamics are involved in the assemblage of the mandible, and an alteration of any of these factors may produce developmental and evolutionary changes. According to Atchley and Hall (1991) [31], the developmental and evolutionary phenotypic variability of the mandible depends on the additive intrinsic genetic variance, the genetic variance due to epigenetic effects, the prenatal and postnatal maternal effects, and the residual nonheritable environmental effects. Thus, the complex nature of the etiological factors affecting the morphology of the aortic valve and the ascending ramus, including genetic variance, epigenetic modulators, and developmental noise, associated with the behavior of the NCCs, fits well with our proposal of a common developmental pathway involving the morphology of the aortic valve and the mandible.

While most of the skull and the maxilla derive from the most rostral CrNCCs at the level of the midbrain, the mesenchymal derivatives of the mandible, neck, and pharyngeal organs such as the thymus and the parathyroid glands derive from the CrNCCs at the hindbrain level [20,21]. The CaNCCs, which are the most caudal CrNCCs, contribute to the development of cardiovascular structures such as the cardiac outflow tract, including the aortic valve, and the arteries of the aortic arch system [19,21,22,74]. Given that the morphology of the aortic valve, the anatomical components of the mandible, and the Hassall’s corpuscles of the thymus directly depend on migration and differentiation of CrNCCs at different rostro-caudal levels, our results indicate that the occurrence of aortic valve, mandible, and thymus alterations in our hamster model is the consequence of a primary defect in the CrNCCs, prior to their migration into target embryonic tissues. This morphogenetic association corresponds with the concept of polytopic syndrome [75,76], where affected organs are linked together in some intercellular developmental pathway. One example is the Hoxa1 null mouse [29]. Absence of Hoxa1, which is normally expressed in CrNCCs, but not in the NC target tissues, causes a defective specification of CrNCCs, leading to alterations of the thymus, parathyroid glands, great arteries, and cardiac outflow tract, including BAV. A typical example of a polytopic syndrome in humans is the DiGeorge syndrome [77], which includes defects of the thymus, parathyroid glands, craniofacial structures, great arteries and cardiac outflow tract, caused by alterations of the NC embryonic field. Interestingly, BAV is a common feature in DiGeorge syndrome. Thus, we propose that isolated, non-syndromic A-P BAV formation is the consequence of early alterations of CrNCCs specification or migration, and not of local defects of the CaNCCs colonizing the cardiac outflow tract.

The association of non-pathological defects of several CrNCCs derivatives such as the aortic valve, the mandible, and the thymus suggests that these alterations may constitute the forme fruste of a polytopic syndrome. Similar hypotheses have been previously formulated in the context of BAV association with other cardiac and extracardiac anomalies [5,78]. The higher rate of BAV in families with left ventricular outflow tract (LVOT) malformations (hypoplastic left ventricle, aortic valve stenosis, coarctation of the aorta, interrupted aortic arch) compared to the general population led to the proposal that BAV is a mild manifestation of the more serious LVOT malformations [7981]. In addition, the high incidence of BAV in patients with coarctation of the aorta and anomalies of the head/neck structures, and their relatives, led to the hypothesis that BAV is the expression of a developmental defect that affects cardiac and extracardiac NC derivatives [5].

In summary, our results indicate that in the hamster model of BAV disease there is a developmental association among the formation of BAV, the morphology of the mandible, and the differentiation of the Hassall’s corpuscles. This suggests that the formation of isolated BAV, at least A-P BAV, is the consequence of early alterations of CrNCCs specification or migration, and not of local defects of the CaNCCs in the cardiac outflow tract. Our results support the hypothesis that A-P BAV, in the hamster model and in a proportion of affected patients, may be the forme fruste of a polytopic syndrome involving the CrNCCs.

Supporting information

S1 Table. Raw coordinates of the 19 landmarks digitized in the sample analyzed.

https://doi.org/10.1371/journal.pone.0183556.s001

(XLSX)

Acknowledgments

The authors acknowledge Valentín Sans Coma for his valuable suggestions, Luis Vida and Jesús Ruiz Olivares for technical assistance, and Gregorio Martín for assistance in operating the scanning electron microscope.

References

  1. 1. Roberts WC. The congenitally bicuspid aortic valve: a study of 85 autopsy cases. Am J Cardiol. 1970; 26: 72–83. pmid:5427836
  2. 2. Giusti S, Cocco P, Thiene G. Valvola aortica bicuspide: una cardiopatia congenita “minore” a rischio di gravi complicanze. G Ital Cardiol. 1991; 21: 189–201. pmid:1868992
  3. 3. Basso C, Boschello M, Perrone C, Mecenero A, Cera A, Bicego D, et al. An echocardiographic survey of primary school children for bicuspid aortic valve. Am J Cardiol. 2004; 93: 661–663. pmid:14996606
  4. 4. Roberts WC, Vowels TJ, Ko JM. Natural history of adults with congenitally malformed aortic valves (unicuspid or bicuspid). Medicine. 2012; 91(6): 287–308. pmid:23117850
  5. 5. Kappetein AP, Gittenberger-de Groot AC, Zwinderman AH, Rohmer J, Poelmann RE, Huysmans HA. The neural crest as a possible pathogenetic factor in coarctation of the aorta and bicuspid aortic valve. J Thorac Cardiovasc Surg. 1991; 102: 830–836. pmid:1960986
  6. 6. Durán AC, Frescura C, Sans-Coma V, Angelini A, Basso C, Thiene G. Bicuspid aortic valves in hearts with other congenital heart disease. J Heart Valve Dis. 1995; 4: 581–590. pmid:8611973
  7. 7. McElhinney DB, Krantz UD, Bason L, Piccoli DA, Emerick KM, Spinner NB, et al. Analysis of cardiovascular phenotype and genotype-phenotype correlation in individuals with a JAG1 mutation and/or Alagille syndrome. Circulation. 2002; 106: 2567–2574. pmid:12427653
  8. 8. Laforest B, Nemer M. Genetic insights into bicuspid aortic valve formation. Cardiol Res Pract. 2012; 180297. pmid:22701807
  9. 9. Prakash SK, Bossé Y, Muehlschlegel JD, Michelena HI, Limongelli G, Della Corte A, et al. A roadmap to investigate the genetic basis of bicuspid aortic valve and its complications. J Am Coll Cardiol. 2014; 64(8): 832–839. pmid:25145529
  10. 10. Ward C. Clinical significance of the bicuspid aortic valve. Heart. 2000; 83: 81–85. pmid:10618341
  11. 11. Sievers HH, Schmidtke CA. A classification system for the bicuspid aortic valve from 304 surgical specimens. J Thorac Cardiovasc Surg. 2007; 133: 1226–1233. pmid:17467434
  12. 12. Fernández B, Durán AC, Fernández-Gallego T, Fernández MC, Such M, Arqué JM, et al. Bicuspid aortic valves with different spatial orientations of the leaflets are distinct etiological entities. J Am Coll Cardiol. 2009; 54: 2312–2318. pmid:19958967
  13. 13. Phillips HM, Mahendra P, Singh E, Anderson RH, Chaudhry B, Henderson DJ. Neural crest cells are required for correct positioning of the developing outflow cushions and pattern the arterial valve leaflets. Cardiovasc Res. 2013; 99(3): 452–460. pmid:23723064
  14. 14. Le Douarin NM. The Neural Crest. Cambridge: Cambridge University Press; 1982.
  15. 15. Noden DM. Interactions and fates of avian craniofacial mesenchyme. Development. 1988; 103: 121–140. pmid:3074905
  16. 16. Le Douarin NM, Ziller C, Couly GF. Patterning of neural crest derivatives in the avian embryo: in vivo and in vitro studies. Dev Biol. 1993; 159: 24–49. pmid:8365563
  17. 17. Bronner-Fraser M. Origins and developmental potential of the neural crest. Exp Cell Res. 1995; 218: 405–417. pmid:7796877
  18. 18. Minoux M, Rijli FM. Molecular mechanisms of cranial neural crest cell migration and patterning in craniofacial development. Development. 2010; 137: 2605–2621. pmid:20663816
  19. 19. Creazzo TL, Godt RE, Leatherbury L, Conway SJ, Kirby ML. Role of cardiac neural crest cells in cardiovascular development. Annu Rev Physiol. 1998; 60: 267–286. pmid:9558464
  20. 20. Chai Y, Jiang X, Ito Y, Bringas P Jr, Han J, Rowitch DH, et al. Fate of the mammalian cranial neural crest during tooth and mandibular morphogenesis. Development. 2000; 127: 1671–1679. pmid:10725243
  21. 21. Thomas PS, Kim J, Nunez S, Glogauer M, Kaartinen V. Neural crest cell-specific deletion of Rac1 results in defective cell-matrix interactions and severe craniofacial and cardiovascular malformations. Dev Biol. 2010; 340: 613–625. pmid:20184871
  22. 22. Keyte AL, Alonzo-Johnsen M, Hutson MR. Evolutionary and developmental origins of the cardiac neural crest: building a divided outflow tract. Birth Defects Res C Embryo Today. 2014; 102: 309–323. pmid:25227322
  23. 23. Simán CM, Gittenberger-de Groot AC, Wisse B, Eriksson UJ. Malformations in offspring of diabetic rats: morphometric analysis of neural crest-derived organs and effects of maternal vitamin E treatment. Teratology. 2000; 61: 355–367. pmid:10777831
  24. 24. Moerman P, Dumoulin M, Lauweryns J, Van der Hauwaert LG. Interrupted right aortic arch in DiGeorge syndrome. Br Heart J. 1987; 58: 274–278. pmid:3663429
  25. 25. Miyabara S, Nakayama M, Suzumori K, Yonemitsu N, Sugihara H. Developmental analysis of cardiovascular system of 45, X fetuses with cystic hygroma. Am J Med Genet. 1997; 68: 135–141. pmid:9028446
  26. 26. Andelfinger G, Tapper AR, Welch RC, Vanoye CG, George AL Jr, Benson DW. KCNJ2 mutation results in Andersen syndrome with sex-specific cardiac and skeletal muscle phenotypes. Am J Hum Genet. 2002; 71: 663–668. pmid:12148092
  27. 27. Loeys BL, Chen J, Neptune ER, Judge DP, Podowski M, Holm T, et al. A syndrome of altered cardiovascular, craniofacial, neurocognitive and skeletal development caused by mutations in TGFBR1 or TGFBR2. Nat Genet. 2005; 37: 275–281. pmid:15731757
  28. 28. John AS, McDonald-McGinn DM, Zackai EH, Goldmuntz E. Aortic root dilation in patients with 22q11.2 deletion syndrome. Am J Med Genet A. 2009; 149: 939–942. pmid:19353635
  29. 29. Makki N, Capecchi MR. Cardiovascular defects in a mouse model of HOXA1 syndrome. Hum Mol Genet. 2012; 21: 26–31. pmid:21940751
  30. 30. Santagati F, Rijli FM. Cranial neural crest and the building of the vertebrate head. Nat Rev Neurosci. 2003; 4: 806–818. pmid:14523380
  31. 31. Atchley WR, Hall BK. A model for development and evolution of complex morphological structures. Biol Rev. 1991; 66: 101–157. pmid:1863686
  32. 32. Atchley WR. Genetic and developmental aspects of variability in the mammalian mandible. In: Hanken J, Hall BK, editors. The Skull. Chicago: University of Chicago Press; 1993. pp. 207–247.
  33. 33. Ramaesh T, Bard JB. The growth and morphogenesis of the early mouse mandible: a quantitative analysis. J Anat. 2003; 203: 213–222. 0.1046/j.1469-7580.2003.00210.x pmid:12924821
  34. 34. Klingenberg CP. Morphometric integration and modularity in configurations of landmarks: tools for evaluating a priori hypotheses. Evol Dev. 2009; 11: 405–421. pmid:19601974
  35. 35. Muñoz-Muñoz F, Sans-Fuentes MA, López-Fuster MJ, Ventura J. Evolutionary modularity of the mouse mandible: dissecting the effect of chromosomal reorganizations and isolation by distance in a Robertsonian system of Mus musculus domesticus. J Evol Biol. 2011; 24: 1763–1776. pmid:21615588
  36. 36. Martinez-Maza C, Montes L, Lamrous H, Ventura J, Cubo J. Postnatal histomorphogenesis of the mandible in the house mouse. J Anat. 2012; 220: 472–483. pmid:22372819
  37. 37. Ehrich TH, Vaughn TT, Koreishi S, Linsey RB, Pletscher LS, Cheverud JM. Pleiotropic effects on mandibular morphology. I. Developmental morphological integration and differential dominance. J Exp Zool Part B Mol Dev Evol. 2003; 296: 58–79. pmid:12658711
  38. 38. Klingenberg CP, Leamy LJ, Cheverud JM. Integration and modularity of quantitative trait locus effects on geometric shape in the mouse mandible. Genetics. 2004; 166: 1909–1921. pmid:15126408
  39. 39. Burgio G, Baylac M, Heyer E, Montagutelli X. Exploration of the genetic organization of morphological modularity on the mouse mandible using a set of interspecific recombinant congenic strains between C57BL/6 and mice of the Mus spretus species. G3 (Bethesda). 2012; 2: 1257–1268. pmid:23050236
  40. 40. Janossy G, Bofill M, Trejdosiewicz LK, Wilcox HNA, Chilosi M. Cellular differentiation os lymphoid subpopulations and their microenviroments in the human thymus. In: Müller-Hermelink HK, editor. Histophysiology and Pathology. Curr Top Pathol. 1986; 75: 89–125. pmid:3514162
  41. 41. Raica M, Encică S, Motoc A, Cîmpean AM, Scridon T, Bârsan M. Structural heterogeneity and immunohistochemical profile of Hassall corpuscles in normal human thymus. Ann Anat. 2006; 188: 345–352. pmid:16856599
  42. 42. Manley NR, Blackburn CC. A developmental look at thymus organogenesis: where do the non-hematopoietic cells in the thymus come from? Curr Opin Immunol. 2003; 15: 225–232. pmid:12633674
  43. 43. Kuratani S, Bockman DE. The participation of neural crest derived mesenchymal cells in development of the epithelial primordium of the thymus. Arch Histol Cytol. 1990; 53: 267–273. pmid:2202350
  44. 44. Bodey B, Bodey B Jr, Siegel SE, Kemshead JT, Kaiser HE. Identification of neural crest derived cells within the cellular microenvironment of the human thymus employing a library of monoclonal antibodies raised against neuronal tissues. In Vivo. 1996; 10: 39–47. pmid:8726810
  45. 45. Bodey B, Bodey B Jr, Siegel SE, Kaiser HE. Novel insights into the function of the thymic Hassall’s bodies. In Vivo. 2000; 14: 407–418. pmid:10904874
  46. 46. Bodey B, Kaiser HE. Development of Hassall's bodies of the thymus in humans and other vertebrates (especially mammals) under physiological and pathological conditions: immunocytochemical, electronmicroscopic and in vitro observations. In Vivo. 1997; 11: 61–85. pmid:9067775
  47. 47. Blau JN. A phagocytic function of Hassall's corpuscles. Nature. 1965; 208: 564–567.
  48. 48. Farr AG, Dooley JL, Erickson M. Organization of thymic medullary epithelial heterogeneity: implications for mechanisms of epithelial differentiation. Immunol Rev. 2002; 189: 20–27. pmid:12445262
  49. 49. Zelditch M, Fink WL, Sheets DH, Swiderski DL. Geometric Morphometrics for Biologists: a Primer. San Diego: Academic Press; 2004.
  50. 50. Fernández MC, Durán AC, Real R, López D, Fernández B, de Andrés A V, et al. Coronary artery anomalies and aortic valve morphology in the Syrian hamster. Lab Anim. 2000; 34: 145–154. pmid:10817453
  51. 51. Sans-Coma V, Fernández MC, Fernández B, Durán AC, Anderson RH, Arqué JM. Genetically alike Syrian hamsters display both bifoliate and trifoliate aortic valves. J Anat. 2012; 220: 92–101. pmid:22034929
  52. 52. Sans-Coma V, Fernández B, Durán AC, Thiene G, Arqué JM, Muñoz-Chápuli R, et al. Fusion of valve cushions as a key factor in the formation of congenital bicuspid aortic valves in Syrian hamsters. Anat Rec. 1996; 244: 490–498. pmid:8694284
  53. 53. Sans-Coma V, Cardo M, Durán AC, Franco D, Fernández B, Arqué JM. Evidence for a quantitative genetic influence on the formation of aortic valves with two leaflets in the Syrian hamster. Cardiol Young. 1993; 3: 132–140. https://doi.org/10.1017/S1047951100001396
  54. 54. Sans-Coma V, Franco D, Durán AC, Arqué JM, Cardo M, Fernández B. Cartilage in the aortic valve and its relationship with the aortic valve morphology in Syrian hamsters. Acta Anat. 1994; 149: 255–263. pmid:7976178
  55. 55. Rohlf FJ. tpsDig v. 1.31 PC-program. State University, New York; 2001.
  56. 56. Klingenberg CP. MorphoJ: an integrated software package for geometric morphometrics. Mol Ecol Resour. 2011; 11: 353–357. pmid:21429143
  57. 57. Dryden IL, Mardia KV. Statistical Shape Analysis. Chichester: Wiley; 1998.
  58. 58. Klingenberg CP, McIntyre GS, Zaklan SD () Left-right asymmetry of fly wings and the evolution of body axes. Proc Biol Sci. 1998; 265: 1255–1259. pmid:9699316
  59. 59. Klingenberg CP, Barluenga M, Meyer A. Shape analysis of symmetric structures: quantifying variation among individuals and asymmetry. Evolution. 2002; 56: 1909–1920. pmid:12449478
  60. 60. Klingenberg CP, Mebus K, Auffray J-C. Developmental integration in a complex morphological structure: how distinct are the modules in the mouse mandible? Evol Dev. 2003; 5: 522–531. pmid:12950630
  61. 61. Klingenberg CP, Zaklan SD. Morphological integration between developmental compartments in the Drosophila wing. Evolution. 2000; 54: 1273–1285. pmid:11005294
  62. 62. Good P. Permutation tests: a practical guide to resampling methods for testing hypotheses. New York: Springer; 1994.
  63. 63. Monteiro LR. Multivariate regression models and geometric morphometrics: the search for causal factors in the analysis of shape. Syst Biol. 1999; 48: 192–199. pmid:12078640
  64. 64. Jolliffe IT. Principal Component Analysis. New York: Springer; 1986.
  65. 65. Durán AC, López-Unzu MA, Rodríguez C, Fernández B, Lorenzale M, Linares A, et al. Structure and vascularization of the ventricular myocardium in Holocephali: their evolutionary significance. J Anat. 2015; 226: 501–510. pmid:25994124
  66. 66. Della Corte A, Body SC, Booher AM, Schaefers HJ, Milewski RK, Michelena HI, et al. Surgical treatment of bicuspid aortic valve disease: knowledge gaps and research perspectives. J Thorac Cardiovasc Surg. 2014; 147: 1749–1757. pmid:24534676
  67. 67. Mathieu P, Bossé Y, Huggins GS, Corte AD, Pibarot P, Michelena HI, et al. The pathology and pathobiology of bicuspid aortic valve: state of the art and novel research perspectives. J Pathol Clin Res. 2015; 1: 195–206. pmid:27499904
  68. 68. Collins MJ, Butany J, Borger MA, Strauss BH, David TE. Implications of a congenitally abnormal valve: a study of 1025 consecutive excised aortic valves. J Clin Pathol. 2008; 61: 530–536. pmid:17965218
  69. 69. Mangini A, Lemma M, Contino M, Pettinari M, Gelpi G, Antona C. Bicuspid aortic valve: differences in the phenotypic continuum affect the repair techniques. Eur J Cardiothorac Surg. 2010; 37: 1015–1020. pmid:20080416
  70. 70. Sperling JS, Lubat E. Forme fruste or 'Incomplete' bicuspid aortic valves with very small raphes: the prevalence of bicuspid valve and its significance may be underestimated. Int J Cardiol. 2015; 184: 1–5. pmid:25705001
  71. 71. Bailey DW. Genes that affect morphogenesis of the murine mandible. Recombinant inbred strain analysis. J Hered. 1986; 77: 17–25. pmid:3958479
  72. 72. Cheverud JM, Hartman SE, Richtsmeier JT, Atchley WR. A quantitative genetic analysis of localized morphology in mandibles of inbred mice using finite-element scaling analysis. J Craniofac Genet Dev Biol. 1991; 11: 122–137. pmid:1761645
  73. 73. Cheverud JM, Routman EJ, Irschick DJ. Pleiotropic effects of individual gene loci on mandibular morphology. Evolution. 1997; 51: 2006–2016. pmid:28565113
  74. 74. Jiang X, Rowitch DH, Soriano P, McMahon AP, Sucov HM. Fate of the mammalian cardiac neural crest. Development. 2000; 127: 1607–1616. pmid:10725237
  75. 75. Opitz JM. Blastogenesis and the primary field in human development. Birth Defects Orig Artic Ser. 1993; 29: 1–34. pmid:8280882
  76. 76. Gilbert SF, Opitz JM, Raff RA. Resynthesizing evolutionary and developmental biology. Dev Biol. 1996; 173: 357–372. pmid:8605997
  77. 77. Scambler PJ. DiGeorge syndrome and related birth defects. Semin Dev Biol. 1994; 5: 303–310.
  78. 78. Michelena HI, Prakash SK, Della Corte A, Bissell MM, Anavekar N, Mathieu P, et al. Bicuspid aortic valve: identifying knowledge gaps and rising to the challenge from the International Bicuspid Aortic Valve Consortium (BAVCon). Circulation. 2014; 129: 2691–2704. pmid:24958752
  79. 79. Lewin MB, McBride KL, Pignatelli R, Fernbach S, Combes A, Menesses A, et al. Echocardiographic evaluation of asymptomatic parental and sibling cardiovascular anomalies associated with congenital left ventricular outflow tract lesions. Pediatrics. 2004; 114: 691–696. pmid:15342840
  80. 80. Loffredo CA, Chokkalingam A, Sill AM, Boughman JA, Clark EB, Scheel J, et al. Prevalence of congenital cardiovascular malformations among relatives of infants with hypoplastic left heart, coarctation of the aorta, and d-transposition of the great arteries. Am J Med Genet A. 2004; 124A: 225–230. pmid:14708093
  81. 81. McBride KL, Riley MF, Zender GA, Fitzgerald-Butt SM, Towbin JA, Belmont JW, et al. NOTCH1 mutations in individuals with left ventricular outflow tract malformations reduce ligand-induced signaling. Hum Mol Genet. 2008; 17: 2886–2893. pmid:18593716