Data from: Integration and evolution of the cichlid pharyngeal skeleton: Seeking the causes and consequences of trait covariation
Data files
Mar 26, 2026 version files 776.32 KB
-
African_Cichlid_shape-20260216T155510Z-1-001.zip
134.68 KB
-
F5_shape-20260216T155507Z-1-001.zip
573.20 KB
-
qPCR-20260216T155502Z-1-001.zip
2.07 KB
-
QTL-20260216T155455Z-1-001.zip
62.48 KB
-
README.md
3.89 KB
Abstract
The evolutionary success of animals has been facilitated by the expansion and diversification of serially homologous elements. The vertebrate pharyngeal skeleton exemplifies this process. Evolved from a uniform series of cartilaginous rods, different elements have evolved distinct shapes and functions over time. This process implies that the evolution of the pharyngeal skeleton involved the decoupling of its constituent elements; however, to ensure functionality, a level of connectivity must be maintained. Thus, the evolution of the pharyngeal skeleton is likely influenced by a balance of diversifying and unifying forces. We probe these ideas using East African cichlid fishes. Shape analyses in a sample of 75 ecologically diverse species and a large F5 hybrid population showed a conspicuous lack of independence. Nearly all elements were correlated, a pattern reflected in the genotype-phenotype map and associated with co-expression of the candidate gene, smad7. Results are discussed in the context of the palimpsest model, whereby trait covariation is the result of numerous, hierarchical forces of covariation. Given its broad regulatory roles, we suggest that Smad7 may be involved in several layers of the palimpsest, providing molecular insights into how serially homologous elements may diversify while also maintaining functionality.
Dataset DOI: 10.5061/dryad.brv15dvq3
Description of the data and file structure
Landmark data are all 3D (x,y,z) and were collected in Slicer Morph. The files are saved as .tsp with sliders specified in associated .csv files.
Expression data were collected from quantitative RT-PCR.
Shape data for mapping are principal component (PC) scores, from the first 3 PC axes for each bone.
Files and variables
File: African_Cichlid_shape-20260216T155510Z-1-001.zip
Description: Raw landmark data and associated slider (e.g., semi-landmarks) files, for each bone from the across-species dataset.
The landmark files are .tps formatted and may be read into geomorph (v4.0.8) in R. The three columns of numbers represent x,y, and z coordinates. Each landmark set is labeled with an "ID" at the bottom, which indicates the species from which the landmarks were derived. For two bones -- CB1 and CH -- semi-landmarks were used, and these are denoted using the two .csv files, which are also formatted to be directly read into geomorph (v4.0.8). More information, including the geomorph manual, can be found here:
https://cran.r-project.org/web/packages/geomorph/index.html
Bone abbreviations: CB1 = ceratobranchial 1; CB5 = ceratobranchial 5; CH = ceratohyal; CL = cleithrum; Mand=mandible.
File: qPCR-20260216T155502Z-1-001.zip
Description: Relative expression of smad7 and sp7 across bones and species. Metadata for speciesise is also included. Smad7 and sp7 expression data are in separate .csv files.
- Man = Expression in the mandible
- Hyd = Expression in the hyoid
- CB1 = Expression in ceratobranchial 1
- CB5 = Expression in ceratobranchial 5
- Clth = Expression in the cleithrum
- Spp = Species ID
- Sample = Biological replicate for each species
- Gene = Name of gene
- standard length = Length of each fish at the time tissue was collected
- Genus = The genus for each animal
File: F5_shape-20260216T155507Z-1-001.zip
Description: Raw landmark data, and associated slider (e.g., semi-landmarks) files, or each bone from the hybrid dataset. These data are organized in the same way as those for "African Cichlid Shape" described above, with the exception that in these files, "ID" indicates the individual F5 hybrid animal for which the landmarks were derived. In addition, in this dataset, CB5 is referred to as "PJ" (Pharyngeal Jaw; these are the same bone.
File: QTL-20260216T155455Z-1-001.zip
Description: Hybrid PC scores for all bones used for QTL mapping. Data for each bone is in a separate file. The first column is always the species ID. Three additional columns indicate PC1-3 scores for each animal, labelled Comp1-3, respectively. The genetic map for this study is provided in https://doi.org/10.1038/s41467-021-25755-5 (as Supplementary Data 6).
Code/software
Geometric morphometric analyses were performed in R using the package geomorph (v4.0.8). Standard workflow, described in the methods section, was used. More information, including the geomorph manual, can be found here:
https://cran.r-project.org/web/packages/geomorph/index.html
QTL mapping was also performed in R using the package r/qtl (v1.70), following standard workflows described in the methods section. More information, including the r/qtl manual, can be found here: https://rqtl.org/
Access information
Other publicly accessible locations of the data:
- N/A
Data was derived from the following sources:
- N/A
