Birds & Others

21 species (10 birds, 8 reptiles and 3 amphibians) sit on the amniote side of the atlas opposite the fishes, sampling the endothermic bird brain, the transitional turtle and lizard glia, and the regenerative axolotl.

These lineages carry the clearest signs of independent tuning in the atlas: bird-specific interneurons (In_05_ARX) and amniote-specific BACH2 states, astrocyte regulators that specialize the pallial and subpallial domains, and a glial maturity gradient from the progenitor-heavy bird oligodendrocyte lineage to the transitional-biased turtle states. The amphibian axolotl (Ambystoma mexicanum) is one of the three non-amniote tetrapods that bridge the water-to-land transition at cellular resolution.

10
Bird Species
8
Reptile Species
3
Amphibian Species
49,052
Bird Cells In Atlas

Between the Fish Backbone and the Mammalian Branch

The birds, reptiles and amphibians hold the middle of the tetrapod tree. Birds and reptiles together form the sauropsid amniotes, while amphibians stand as the living link between water and land that genomic studies flag as pivotal for the water-to-land transition. The BrainStorm atlas samples them at cell-type resolution, exposing how lineage-specific circuits, glia and activity programs were assembled on deeply conserved ancestral frameworks.

Sauropsids

Birds and Reptiles Together

Birds and reptiles are sister amniote lineages, 10 birds and 8 reptiles in the atlas. Together they reveal how maternal care, vocal learning and thermoregulation are patterned on shared sauropsid brain architecture.

Non-Amniote Tetrapods

The Amphibian Bridge

Three amphibians, the axolotl, the ribbed newt and the African clawed frog, represent the last non-amniote tetrapods in the atlas, sampling the earliest tetrapod configuration of the brain.

Analysis Layer

Cells in the Atlas

The 100-species analysis layer holds 49,052 bird cells, 38,486 reptile cells and 15,000 amphibian cells, capped at 5,000 cells per species for cross-species comparison.

49,052 + 38,486 + 15,000 cells

Interneurons Tuned to Lineage-Specific Circuits

Inhibitory neurons in this part of the tree diversify not by inventing new programs but by redeploying conserved ones: ARX-centered GABAergic specification is pervasively conserved, while its downstream states are distributed according to lineage-specific circuit demands.

Bird-Enriched

In_05_ARX

The interneuron subcluster In_05_ARX is enriched in birds, an example of independent tuning of inhibitory control to the demands of song-learning and vocal circuitry.

Amphibian-Enriched

In_12_ARX

A second ARX-positive population, In_12_ARX, is enriched in amphibians, suggesting that distinct inhibitory branches were separately amplified in the bird and amphibian lineages.

Amniote Innovation

In_18_BACH2

BACH2-positive interneurons (In_18_BACH2) are found in birds and reptiles, implying amniote-specific innovations in inhibitory modulation that predate the mammalian branch.

Regional Specialization in the Pallial Astrocyte

Astrocyte subclustering across the five major lineages reveals a stratified taxonomy: the most ancient clusters predominate in fishes and amphibians with progenitor-like SOX2 and PAX6 states, reptile and bird clusters diverge toward regionally specialized regulators, and mammal-restricted clusters reach the highest regulatory divergence.

Bird and Reptile

HES5 · NKX2.2 · LHX2

Reptile- and bird-enriched astrocyte clusters show increased expression of HES5, NKX2.2 and LHX2, indicating enhanced regional specialization within the pallial and subpallial domains.

Avian and Reptile

TBR1 · EMX2

Avian- and reptile-specific clusters express the unique regulators TBR1 and EMX2, further distinguishing the sauropsid astrocyte program from the mammalian one.

Bird Enrichment

Ast_03_TRPS1

Among the resolution-0.5 astrocyte subclusters, Ast_03_TRPS1 is enriched in birds with a fold change of 4.29, a striking signal of a bird-specific astrocyte state.

Ast_03_TRPS1 in birds · 4.29x

A Graded Maturity Landscape Across Sauropsids

A complete oligodendrocyte lineage with a basic myelin program is already assembled in early jawed vertebrates. Across lineages, the core OPC-to-oligodendrocyte axis is conserved, but where in that axis cells accumulate differs strikingly: mammals lean toward mature states with a low transitional fraction, teleosts keep a higher progenitor share, and the birds and reptiles take this to an extreme.

Progenitor Heavy

Birds, Highest Progenitor Proportion

Among all lineages, birds show the highest progenitor (OPC) proportion in the oligodendrocyte lineage, a developmental strategy distinct from the mature-bias of mammals.

Reduced Mature State

Reptiles, Transitional and Progenitor Bias

Reptiles show a markedly reduced mature-state fraction: turtle lineages are transitional-biased while lizard lineages are progenitor-biased, resolving two distinct glial configurations within reptiles.

Descriptive Bias

Stated with Caution

These proportions are reported as descriptive biases; they are not controlled for brain region, study batch or phylogenetic relatedness, and are not treated as estimates of evolutionary rate.

Activity-Dependent States and a Regenerative Model

Amphibians carry both ancient neuronal programs and the axolotl, one of the most studied regenerative vertebrates. The amphibian samples root the tetrapod side of the atlas in the water-to-land transition.

Conserved Activity Program

EGR2 States

EGR2-marked populations, both the excitatory Ex_14_EGR2 and the inhibitory In_17_EGR2, are found in fishes and amphibians, pointing to a conserved activity-dependent regulatory state that predates the amniote brain.

Spotlight Species

Axolotl · Ambystoma mexicanum

The axolotl is one of the most studied vertebrates for regeneration research. Here it is newly profiled across four libraries in the BrainStorm atlas, its amphibian cell types forming part of the 15,000 amphibian cells in the analysis layer.

All 21 Species

Ten birds, eight reptiles and three amphibians from the 100-species atlas, listed by class following the species library table.

Birds · 10 Species

Common NameLatin NameType
MallardAnas platyrhynchosNewly sequenced
Rock pigeonColumba liviaNewly sequenced + public
Japanese quailCoturnix japonicaNewly sequenced
ChickenGallus gallusPublic dataset
Bengalese finchLonchura striata domesticaPublic dataset
TurkeyMeleagris gallopavoNewly sequenced
BudgerigarMelopsittacus undulatusNewly sequenced
Atlantic canarySerinus canariaNewly sequenced
Common ostrichStruthio camelusNewly sequenced
Zebra finchTaeniopygia guttataPublic dataset

Reptiles · 8 Species

Common NameLatin NameType
Green anoleAnolis carolinensisPublic dataset
Painted turtleChrysemys pictaNewly sequenced
Yellow pond turtleMauremys muticaNewly sequenced
Chinese pond turtleMauremys reevesiiNewly sequenced
Corn snakePantherophis guttatusPublic dataset
Chinese softshell turtlePelodiscus sinensisNewly sequenced + public
LizardPogona vitticepsPublic dataset
TurtleTrachemys scripta elegansNewly sequenced

Amphibians · 3 Species

Common NameLatin NameType
AxolotlAmbystoma mexicanumNewly sequenced
Ribbed newtPleurodeles waltlPublic dataset
African clawed frogXenopus laevisPublic dataset