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dryad40/100

Structure and stability constrained substitution models outperform traditional substitution models used for evolutionary inference

<p>The current knowledge about how protein structures influence sequence evolution is rarely incorporated into substitution models adopted for phylogenetic inference, which are commonly based on independent with the same substitution process and ignore the known variation of the evolutionary rates across sites with different structural properties. In previous works, we presented site-specific substitution models of protein evolution based on selection on the folding stability of the native state (Stab-CPE), which predict more realistically the evolutionary variability across protein sites. However, those Stab-CPE present qualitative differences from observed data, probably because they ignore changes in the native structure, despite empirical studies suggesting that conservation of the native structure is a strong selective force. Here we present novel structurally constrained substitution models (Str-CPE) based on Julián Echave's model of the structural change due to a mutation as the linear response of the protein to a perturbation and on the explicit model of the perturbation generated by a specific amino-acid mutation. Compared to our previous Stab-CPE models, the novel Str-CPE models are more stringent (they predict lower sequence entropy and substitution rate), provide higher likelihood to multiple sequence alignments (MSA) of the wild-type protein, and better predict the observed substitution rates. Next, we combine Str-CPE and Stab-CPE models to obtain structure and stability constrained substitution models (SSCPE) that fit the empirical MSAs even better. Importantly, these SSCPE models present a relevant improvement of the phylogenetic likelihood for all ten protein families that we analyzed with the program RAxML-NG. We implemented the SSCPE models in the program Prot evol, freely available at <a href="https://github.com/ugobas/Prot_evol">https://github.com/ugobas/Prot_evol</a>.</p>

opencc-zeroOct 2022View details →
zenodo40/100

FIGURE 9 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 9 Centroid size differences of (A) The forcipular apparatus; (B) The cephalic capsule; and (C) The ultimate leg among epimorphic groups. The median with the first and third quartiles is shown (in boxes), together with the range of variation and outliers.

opencc-by-4.0May 2023View details →
zenodo40/100

FIGURE 8 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 8 Centroid size differences of (A, B) The forcipular apparatus; (C, D) The cephalic capsule; and (E, F) The ultimate leg among sexes in praematurus (left) and maturus (right) epimorphic groups. The median with the first and third quartiles is shown (in boxes), together with the range of variation and outliers.

opencc-by-4.0May 2023View details →
zenodo40/100

FIGURE 7 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 7 Position of landmarks (open circles) and semilandmarks (full circles) for analyzed structures in L. melanops: (A) The forcipular apparatus (ventral view); (B) The cephalic capsule (dorsal view); and (C) The ultimate leg (medial view). Scale bar: (A) and (C) – 1 mm; (B) – 0.5 mm.

opencc-by-4.0May 2023View details →
zenodo40/100

FIGURE 6 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 6 Development of genital appendages on the postpedal segments in males during epimorphic stages in L. melanops (ventral view). (A) Agenitalis; (B) Immaturus; (C) Praematurus; (D) Pseudomaturus early phase; (E) Pseudomaturus late phase; (F) Maturus. Scale bars: 0.2 mm.

opencc-by-4.0May 2023View details →
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FIGURE 5 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 5 Development of genital appendages on the postpedal segments in females during epimorphic stages in L. melanops (ventral view). (A) Agenitalis; (B) Immaturus early phase; (C) Immaturus late phase; (D) Praematurus early phase; (E) Praematurus middle phase; (F) Praematurus late phase; (G) Pseudomaturus early phase; (H) Pseudomaturus late phase; (I) Maturus. Scale bars: 0.2 mm.

opencc-by-4.0May 2023View details →
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FIGURE 4 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 4 Arrangement of ocelli during post-embryonic development in L. melanops (lateral view). (A) Anamorph 0; (B) Anamorph 1; (C) Anamorph 2; (D) Anamorph 3; (E) Anamorph 4; (F) Agenitalis; Downloaded from Brill.com 06/21/2024 07:44:41PM (G) Immaturus; (H) Praematurusvia; (I) OpenMaturus Access.. Scale Thisbar is: an 0.2 open mm. access article distributed under the terms of the CC BY 4.0 license. https://creativecommons.org/licenses/by/4.0/

opencc-by-4.0May 2023View details →
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FIGURE 3 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 3 Development of the forcipular apparatus in L. melanops (ventral view). (A), (B) Anamorph 0; (C), (D) Anamorph 1; (E) Anamorph 2; (F) Anamorph 3; (G) Anamorph 4; (H) Agenitalis; (I) Immaturus; (J) Pseudomaturus; (K) Maturus. Scale bar: 0.2 mm. Specimens colored with toluidine blue: (B) and (D).

opencc-by-4.0May 2023View details →
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FIGURE 1 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 1 Anamorphic post-embryonic developmental stages in L. melanops (dorsal view). Abbreviations: A0 – anamorph 0; A1 – anamorph 1; A2 – anamorph 2; A3 – anamorph 3; A4 – anamorph 4. Scale bar: 1 mm.

opencc-by-4.0May 2023View details →
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FIGURE 2 in Morphological variation during post-embryonic development in the centipede Lithobius melanops: traditional and geometric morphometrics approaches

FIGURE 2 Epimorphic post-embryonic developmental stages in L. melanops (dorsal view). Abbreviations: AG – agenitalis; iM – immaturus; PM – praematurus; PS – pseudomaturus; M – maturus. Scale bar: 5 mm.

opencc-by-4.0May 2023View details →
zenodo40/100

FIGURE 3. A plaster and burlap cradle containing MOR 1184 in Non-traditional applications of fire in fossil preparation

FIGURE 3. A plaster and burlap cradle containing MOR 1184 being burned away from the entrapped fossil.

opencc-by-4.0Dec 2021View details →
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FIGURE 1. A. A in Non-traditional applications of fire in fossil preparation

FIGURE 1. A. A fossil in the field subsequent to flipping the jacket shows the extent of root growth across the surface of the bone, and infiltrating the bone and rock (MWC 9874). B. The same specimen, with the root system highlighted in white to better illustrate the pervasiveness of the root network.

opencc-by-4.0Dec 2021View details →
zenodo40/100

Figure 3. Chromatogram from the sample fairs MAC 02 and ARA 0 in Detection of enteropathogens and research of pesticide residues in Lactuca sativa from traditional and agroecological fairs

Figure 3. Chromatogram from the sample fairs MAC 02 and ARA 0, with the peaks of Diphenoconazole compared with the pattern.

opencc-by-4.0Dec 2022View details →
zenodo40/100

Fig. 4 in Fig. 3 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 4. Unidentified taxa. Blenniidae sp. 1 (a); Blenniidae sp. 2 (b); Coilia sp. 1 (c); Callionymidae sp. 1 (d); Sillaginidae sp. 1 (e); Soleidae sp. 1 (f); Platycephalidae sp. 1 (g).

opencc-by-4.0Oct 2019View details →
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Fig. 3 in Fig. 3 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 3. Three degrees of pigmentation on the top of head of A. gymnocephalus larvae; heavy pigment (a); moderate pigment (b); sparse pigment (c, d).

opencc-by-4.0Oct 2019View details →
zenodo40/100

Fig. 1 in Fig. 3 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 1. Map of sampling location (left) and enlarged inset box (right) showing five sampling stations (black circles) along the Klang Strait. Right arrow indicates offshore direction of transect line from Kapar power plant.

opencc-by-4.0Oct 2019View details →
zenodo40/100

Fig. 2 in Fig. 3 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 2. Ontogenetic series of E. thoracata at preflexion (a); flexion (b, c); postflexion (d, e); early juvenile (f).

opencc-by-4.0Oct 2019View details →
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Fig. 4 in Fig. 3 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 4. Unidentified taxa. Trypauchen sp. 1 (h); Gobiidae sp. 1 (i); Gobiidae sp. 2 (j); Gobiidae sp. 3 (k); Gobiidae sp. 4 (l); Gobiidae sp. 5 (m); Gobiidae sp. 6 (n); Gobiidae sp. 7-1 (o); Gobiidae sp. 7-2 (p); Gobiidae sp. 8 (q).

opencc-by-4.0Oct 2019View details →
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Fig. 4 in Fig. 3 in Fig. 4 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 4. Five developmental stages of feathers and the regulators for natal down growth suppression in zebra finch. (A) Schematic diagram shows the five developmental stages of feathers: LoGZ, invagination, branching, feather β-keratin, and dermal papilla (Wu et al. 2018). (B) A summary of the mRNAs identified in Type I and Type II feather formations in zebra finch (Chen et al. 2016).

opencc-by-4.0Sep 2019View details →
zenodo40/100

Fig. 1. The modified time calibrated Bayesian tree and a in Fig. 3 in Fig. 4 in Fig. 4 in Responses of Phyllostomid Bats to Traditional Agriculture in Neotropical Montane Forests of Southern Mexico.

Fig. 1. The modified time calibrated Bayesian tree and a plot of four major avian developmental modes (Prum et al. 2015). The complete tree is divided into parts A and B. Scale in the Y-axis: millions of years ago.

opencc-by-4.0Sep 2019View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record