Evolution of cephalopod nervous systems
Open accessAbstract
Giant brains have independently evolved twice on this planet, in vertebrates and in cephalopods (Figure 1A). Thus, the brains and nervous systems of cephalopods provide an important counterpoint to vertebrates in the search for generalities of brain organization and function. Their mere existence disproves various hypotheses proposed to explain the evolution of the mind and the human brain, such as cognition and large brains evolved only in long-lived animals with complex social systems and parental care, none of which is true of cephalopods. Therefore, it is worthwhile to review what is known about the evolution of cephalopod nervous systems to consider how it informs our understanding of general principles of brain evolution.
AI snapshot
Written from the paper’s full text.
TL;DR
This review argues that cephalopods provide a crucial independent case for studying brain evolution because large centralized nervous systems arose separately in cephalopods and vertebrates. It surveys cephalopod phylogeny, neuroanatomy, neurogenomics, and development, emphasizing both convergent molecular themes and many unresolved questions.
Key findings
- Complex centralized nervous systems likely evolved independently at least three times across bilaterians, and large brains arose separately in vertebrates and cephalopods.
- Coleoid brains are organized into supra- and subesophageal masses with 30–40 lobes, compared with 13 lobes in nautiloids. In *Octopus vulgaris*, the brain is estimated at about 500 million neurons—six times the mouse brain—with roughly 200 million in the optic lobes and central masses and 300 million in the arm axial nerve cords; neuron numbers increase thousands-fold from hatching to about 2 kg by eight months.
- Cephalopod genomes show massive expansions of protocadherins (estimated 100 to over 300, versus 50–70 in mammals and 100+ in teleosts) and C2H2 zinc finger genes (thousands, versus 200–400 in most invertebrates and over 700 in humans), with many expressed in the nervous system.
- Development features early, widespread neurectoderm and direct embryogenesis without larval stages, contrasting with restricted neurogenic territories in other molluscs and the vertebrate neural tube.
Methods
- Narrative review synthesizing published literature across cephalopod phylogeny, neuroanatomy, neurogenomics, and nervous system development; no new primary data or experiments are reported.
- Evidence discussed includes phylogenomic analyses, fossil records, anatomical and functional studies, transcriptome sequencing, and developmental studies in *Nautilus*, octopuses, squid, and cuttlefish.
- Main analysis is conceptual and comparative, not statistical or experimental.
Limitations
- The authors state that much remains unknown about cephalopod nervous system evolution, including poorly resolved deep molluscan and coleoid relationships, uncertainty over whether nautiloids belong to Orthoceratoidea or Multiceratoidea, and debate over the earliest cephalopod fossil date.
- The authors identify open questions about whether molecular mechanisms patterning cephalopod brain regions resemble those in other animals, and they call for functional studies, lineage tracing, co-expression analyses, and CRISPR-based tests.
- Evident from the text: as a review, it relies on findings from varied species with incomplete molecular characterization, and many early embryogenesis events remain undescribed with modern techniques.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
- Premisenone given
Early Carboniferous coleoid fossils, about 350 million years old, show a large cephalic region between two large eyes.
“Moreover, fossils of the first coleoids in the early Carboniferous period (about 350 million years ago) show evidence of a substantial cephalic region between two large eyes.”
Quote in the paperNot a substantial claim - Premisenone given
C2H2 zinc finger transcription factor repertoires are massively expanded in cephalopod genomes.
“The repertoire of C2H2 zinc finger transcription factors has also been massively expanded in cephalopod genomes.”
Quote in the paperNot a substantial claim - Premisenone given
Cephalopod genomes show major rearrangements, disrupting ancestral linkage groups.
“Cephalopod genomes also demonstrate dramatic rearrangements: many genes that tend to be found together on animal chromosomes, called ancestral linkage groups, are disrupted in cephalopod genomes.”
Quote in the paperSubstantial claim - Interpretationreasoning
Cephalopod development is an evolutionary novelty.
“Cephalopod development is itself an evolutionary novelty.”
Quote in the paperNot a substantial claim - Premisenone given
Some of these gene families relate to cephalopod novelties, such as suckerins in squid sucker ring teeth and reflectins in coleoid skin iridocytes.
“Many of these gene families are associated with cephalopod novelties, such as the suckerins, which are a secreted structural protein found in the sucker ring teeth in squid, or the reflectins, which are associated with the structural color produced in the iridocytes in the skin of coleoids.”
Quote in the paperNot a substantial claim
- Premisenone given
Centralized nervous systems occur in deuterostomes, ecdysozoans, and spiralians.
“Centralized nervous systems are present in each of the three major clades of bilaterally symmetric animals (bilaterians): the deuterostomes, which include the vertebrates, ecdysozoans, to which insects and spiders belong, and spiralians (also called lophotrochozoans), which includes molluscs and annelids (Figure 1A).”
Quote in the paperSubstantial claim - Premisenone given
The large supra- and sub-esophageal masses are divided into smaller lobes with distinct functions.
“The large supra- and sub-esophageal masses are partitioned into smaller lobes, each with different functions.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ Evolution of cephalopod nervous systems
The existence of cephalopod brains contradicts hypotheses that cognition and large brains require long life, complex social systems, and parental care.
“Their mere existence disproves various hypotheses proposed to explain the evolution of the mind and the human brain, such as cognition and large brains evolved only in long-lived animals with complex social systems and parental care, none of which is true of cephalopods.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Cephalopods are not long-lived animals with complex social systems and parental care.
- Premisereasoning
These progenitors migrate from the neurectoderm into the developing brain to form the supraesophageal and subesophageal masses, optic lobes, and axial nerve cords.
“These neuronal progenitors then migrate from the neurectoderm into the developing brain, giving rise to the nascent supraesophageal and subesophageal masses, optic lobes, and axial nerve cords.”
Quote in the paperNot a substantial claim - Premisenone given
Most octopus and squid protocadherins lie on one chromosome in a 40-50 Mb supercluster of tightly packed subclusters oriented in the same direction.
“The vast majority of octopus and squid protocadherins are encoded on a single chromosome in a 40–50 Mb supercluster made up of tight subclusters of densely packed protocadherin genes, all oriented in the same transcriptional direction.”
Quote in the paperNot a substantial claim - Premisenone given
Cephalopod genomes have massive expansions of some gene families, including protocadherins and C2H2 zinc finger transcription factors.
“However, cephalopod genomes encode massive expansions of a handful of gene families, including the protocadherins and the C2H2 zinc finger transcription factors.”
Quote in the paperSubstantial claim - Premisenone given
Reducing protocadherin diversity in mouse brain causes neuronal wiring defects.
“Experimentally decreasing protocadherin diversity in the mouse brain causes defects in neuronal wiring.”
Quote in the paperNot a substantial claim - Premisenone given
Smaller intramuscular nerve cords flank the axial nerve cords and provide proprioception and inter-arm coordination.
“The axial nerve cords are flanked by smaller intramuscular nerve cords that provide proprioceptive information and coordination between the arms.”
Quote in the paperNot a substantial claim - Premisenone given§ Evolution of cephalopod nervous systems
Large brains arose independently in vertebrates and cephalopods.
“Giant brains have independently evolved twice on this planet, in vertebrates and in cephalopods (Figure 1A).”
Quote in the paperSubstantial claim - Premisenone given
Cephalopod genomes also contain taxonomically restricted novel genes, many in clustered expansions.
“In addition to expansions of genes found in other animals, cephalopod genomes also encode suites of taxonomically restricted novel genes, many of which are also found in clustered expansions in the genome.”
Quote in the paperNot a substantial claim - Premisenone given
Recent studies across diverse animals find brain-deployed genes in similar patterns along the ectoderm rather than the nervous system.
“Although a focus on select model species with highly centralized nervous systems indicated a common molecular signature, recent studies in a wider diversity of animals find these ‘brain’-deployed genes in similar patterns along the ectoderm rather than the nervous system.”
Quote in the paperSubstantial claim - Premisenone given
Developmental studies in various cephalopods show expression of developmental transcription factors and signaling ligands in the developing brain and eye.
“Developmental studies in a variety of cephalopods demonstrate the expression of developmental transcription factors and signaling ligands in the developing brain and eye.”
Quote in the paperNot a substantial claim - Interpretationreasoning
These rearrangements may have provided the substrate for cephalopod brain and body innovations.
“These rearrangements present a unique system to study the evolution of gene regulation in nove environments and may have provided the substrate underlying the evolution of cephalopod brain and body innovations.”
Quote in the paperSubstantial claim - Interpretationreasoning
Complex nervous systems likely evolved independently at least three times.
“It is likely that complex nervous systems (i.e., brains) arose independently at least three times.”
Quote in the paperNot a substantial claim - Interpretationreasoning
These developmental departures from the ancestral state are underappreciated examples of convergence with teleost fish.
“These departures from the ancestral state are further underappreciated examples of convergence with teleost fish.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 13
- May combine two claims. 24
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenColeoids divide into eight-armed octopodiforms and ten-armed decapodiforms.
“The major division of coleoid cephalopods is into the eight-armed octopodiforms (octopuses and vampire squids) and the ten-armed decapodiforms (squid and cuttlefish).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningInterbrachial connectives carry coordinating axons between arms.
“Interbrachial connectives carry axons of these coordinating neurons between the arms.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataTranscriptome sequencing in squid and octopus shows many protocadherins are expressed in the nervous system, suggesting a molecular parallel with vertebrate brains.
“Transcriptome sequencing in both squid and octopus indicates that many of these genes are expressed in the nervous system, suggesting a molecular parallel between the brains of coleoid cephalopods and vertebrates.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenUnderstanding how cephalopod brain regions relate to those of vertebrates, insects, annelids, and other animals provides a direct test of hypotheses about brain evolution.
“Beyond the insights gained into cephalopod neurobiology, understanding the evolutionary relationship between cephalopod brain regions to those of vertebrates, insects, annelids, and other animals provides a direct test of important hypotheses on brain evolution.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningCephalopod genomes resemble other invertebrate genomes in having most pan-bilaterian genes in single copy, suggesting no whole-genome duplication like vertebrates.
“At first glance, cephalopod genomes largely resemble those found in other sequenced invertebrates: they possess most pan-bilaterian genes in single copy, suggesting that cephalopod evolution did not undergo a parallel phase of whole genome duplication, as happened in vertebrates.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenEcdysozoans such as Drosophila and C. elegans lack protocadherins, but cephalopod genomes have more than any vertebrate sequenced, estimated at 100 to over 300.
“In contrast to ecdysozoan genomes (including Drosophila melanogaster and Caenorhabditis elegans), which lack any protocadherins, cephalopod genomes encode even more protocadherins than any vertebrate genome sequenced to date; estimates range from 100 to over 300.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenNautiloids lack many coleoid innovations and have an external shell, a pinhole eye, and many digital tentacles without suckers.
“Many coleoid innovations are absent in the nautiloids, which have a true external shell, as well as a pinhole eye, and dozens of digital tentacles that lack suckers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenMost invertebrate genomes have 200-400 C2H2 zinc finger genes, and the human genome has over 700, partly from KRAB-motif gene expansion.
“This family is typically the most abundant transcription factor in many animal genomes: most invertebrate genomes encode 200–400 genes with C2H2 zinc finger motifs. The human genome has more than 700 of these genes, thanks in part to an expansion of the KRAB-motif-containing genes.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe close relationship between cephalopods and monoplacophorans may indicate that some cephalopod traits are elaborations of ancestral features, including a cord-like nervous system similar to that of chitons.
“This close placement with the monoplacophorans may support some cephalopod novelties that appear to be elaborations of the ancestral condition, including an early, cord-like appearance of the nervous system that shows similarities to the cord-based chiton nervous system, which is absent in gastropods and bivalves (Figure 2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningProtocadherins are cell adhesion molecules important for neuronal wiring in vertebrate brains.
“The protocadherins are a family of cell adhesion molecules that play a key role in the development of neuronal wiring in vertebrate brains.”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
Premisenone givenCephalopod embryos are large and yolky, with early bilateral superficial cleavages resembling teleosts rather than spiral cleavage, and they develop directly without larval stages.
“Cephalopod embryos are large and yolky, and early cleavages are bilaterally symmetric and superficial, resembling the early development of teleost fish, rather than the spiral cleavage shared by other molluscs with members of Spiralia, named for this cleavage pattern.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe cephalopod supraesophageal, buccal, posterior, and anterior subesophageal masses may correspond to cerebral, buccal, palliovisceral, and pedal ganglia in non-cephalopod conchiferans.
“The cephalopod supraesophageal, buccal, posterior and anterior subesophageal masses may correspond to the cerebral, buccal, palliovisceral, and pedal ganglia, respectively, in non-cephalopod conchiferans like gastropods, bivalves, and scaphopods.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningMolecular data place nautiloids in Orthoceratoidea, while fossils suggest Multiceratoidea, which would imply an early split of coleoids and nautiloids near 490 million years ago.
“Although molecular data place nautiloids in the Orthoceratoidea clade, fossil evidence suggests that they might belong in Multiceratoidea, which would suggest coleoids and nautiloids diverged early in the evolution of cephalopods, close to 490 million years ago, just 50 million years after the Cambrian explosion.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThis widespread neurogenic territory differs from other molluscs, where it is restricted, and from vertebrates, where CNS neurogenesis is confined to the neural tube.
“This widespread neurogenic territory contrasts both with neurodevelopment in other molluscan embryos, which is restricted to discrete territories, and with vertebrate neurodevelopment, which restricts central nervous system neurogenesis to the neural tube — a structure that inverts from the neurectoderm.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenNautiloids have supra- and sub-esophageal masses divided into 13 lobes.
“Nautiloids also have supra- and sub-esophageal masses divided into 13 lobes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenAxial nerve cords carry ascending and descending axons between the periphery and central brain.
“The axial nerve cords also contain ascending and descending axonal projections conveying information between the periphery and the central brain.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenCephalopod genomes contain thousands of C2H2-domain genes, often in clusters.
“In contrast, thousands of C2H2-domain-containing genes have been identified in cephalopod genomes, often in clustered arrays”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenThe brain and arms add neurons as the octopus grows, increasing thousands-fold from hatching to eight months.
“It is important to note that the brain and the arms continue to add neurons as the octopus grows, increasing thousands fold as an octopus grows from less than a milligram at hatching with just a few suckers on each arm to almost two kilograms with hundreds of suckers by eight months of age.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenThe brain lies between the eyes, with optic lobes on each side and central brain divided into supra- and sub-esophageal masses.
“The brain sits between the eyes, with two optic lobes flanking the central brain, which is divided into supra- and sub-esophageal masses (Figure 2A,B).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenThe oldest known cephalopods are Cambrian and had an external chambered shell like nautiloids.
“The earliest known cephalopods date from the Cambrian, and like nautiloids have an external, chambered shell.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenVertebrate genomes usually have dozens of protocadherins: 50-70 in mammals and over 100 in teleosts.
“Vertebrate genomes typically encode dozens of protocadherins (50–70 in mammals, 100+ in teleosts).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenThe Octopus vulgaris brain is estimated to have about 500 million neurons, six times the mouse brain.
“The brain of Octopus vulgaris is estimated to comprise approximately 500 million neurons — six times the number in the mouse brain.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenCephalopods first appeared more than 490 million years ago and split into Orthoceratoidea, Multiceratoidea, and Endoceratodidea.
“The earliest cephalopods arose over 490 million years ago and diversified into three major clades: Orthoceratoidea, Multiceratoidea, and Endoceratodidea.”
Quote in the paperNot a substantial claimMay combine two claims.
Premiseown dataNeural progenitors and neurons appear early and are widespread in the embryonic territory; much of the early octopus embryo appears neurectodermal.
“In each case, it has been found that neural progenitors and neurons appear early, as the body plan is set up, and are widespread throughout the embryonic territory — indeed, much of the early octopus embryo appears to be neurectodermal (Figure 4).”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenThe subesophageal mass contains lower motor centers for arms, eyes, mantle, and funnel, and optic lobes process visual information.
“The subesophageal mass contains lower motor centers controlling the arms, eyes, mantle, and funnel, while the optic lobes play a role in visual processing.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenColeoid cephalopod nervous systems are comparable in size to vertebrates but organized differently.
“Coleoid cephalopod nervous systems rival those of vertebrates in size but have an entirely different organization.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningAbout 200 million of these neurons are in the optic lobes and central supraesophageal and subesophageal masses, while 300 million are in the arm axial nerve cords.
“Of these, approximately 200 million are located in the optic lobes and the central supraesophageal and subesophageal masses. The remaining 300 million neurons are distributed throughout the axial nerve cords in the arms, which lie at the center of each arm.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenTwo extant cephalopod clades exist: Nautilidae and Coleoidea.
“There are only two clades of extant cephalopods: the Nautilidae and the Coleoidea (Figure 1B).”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningColeoid supraesophageal and subesophageal masses contain 30-40 lobes, suggesting many neural elaborations are coleoid-specific innovations.
“Coleoid supraesophageal and subesophageal masses have 30–40 individual lobes, which suggests that many of these neural elaborations are coleoid, or lineage-specific, innovations (Figure 3).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThese studies find both similar and novel molecular signatures compared with other animals.
“Studies find both similar and novel molecular signatures in the development of these structures to what has been described in other animals.”
Quote in the paperSubstantial claimMay combine two claims.
PremisereasoningThe vertical and frontal lobe systems mediate visual and tactile learning and memory, respectively, while basal lobes control higher motor functions.
“Within the supraesophageal brain, the vertical lobe system and the frontal lobe system play roles in visual and tactile learning and memory, respectively, whereas the basal lobes play roles in higher motor control.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationCephalopods sit near the base of conchiferans, either as sister to monoplacophorans or to gastropods, bivalves, and scaphopods.
“modern phylogenomic analyses suggest that they branch near the base of the conchiferans, either as a sister group to the enigmatic, deep sea monoplacophorans or as a sister group to the clade containing gastropods, bivalves, and scaphopods.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningShared brain features of nautilus and coleoids predate the first tetrapods by 100 million years and the first dinosaurs by 230 million years.
“Regardless of the precise date, it is clear that the shared features of the brains of nautilus and coleoids existed 100 million years before the first tetrapods and 230 million years before the first dinosaurs.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
Cephalopods are not long-lived animals with complex social systems and parental care.
“none of which is true of cephalopods”
Cites
CEPHALOPODS AND FISH: THE LIMITS OF CONVERGENCE
Packard, A. (1972) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/j.1469-185x.1972.tb00975.x · Cited by 652 · see citing works
Kröger, B., Vinther, J., & Fuchs, D. (2011) · BioEssays · doi:10.1002/bies.201100001 · Cited by 327 · see citing works
The functional organization of the brain of the cuttlefish Sepia officinalis
Boycott, B. B. (1961) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1961.0015 · Cited by 210 · see citing works
Evolution of centralized nervous systems: Two schools of evolutionary thought
Northcutt, R. G. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1201889109 · Cited by 141 · see citing works
Genome and transcriptome mechanisms driving cephalopod evolution
Albertin, C. B., Medina-Ruiz, S., Mitros, T., Schmidbaur, H., Sánchez, G., Wang, Z. Y., Grimwood, J., Rosenthal, J. J. C., Ragsdale, C. W., Simakov, O., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-29748-w · Cited by 121 · see citing works
Self-citationHejnol, A., & Lowe, C. J. (2015) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0045 · Cited by 102 · see citing works
The Evolution of Flexible Behavioral Repertoires in Cephalopod Molluscs
Grasso, F. W., & Basil, J. A. (2009) · Brain Behavior and Evolution · doi:10.1159/000258669 · Cited by 83 · see citing works
Phylogenomic analyses recover a clade of large-bodied decapodiform cephalopods
Anderson, F. E., & Lindgren, A. R. (2020) · Molecular Phylogenetics and Evolution · doi:10.1016/j.ympev.2020.107038 · Cited by 49 · see citing works
Cephalopod neurobiology: an introduction for biologists working in other model systems
Huffard, C. L. (2013) · Invertebrate Neuroscience · doi:10.1007/s10158-013-0147-z · Cited by 40 · see citing works
Evidence for a cordal, not ganglionic, pattern of cephalopod brain neurogenesis
Shigeno, S., Parnaik, R., Albertin, C. B., & Ragsdale, C. W. (2015) · Zoological Letters · doi:10.1186/s40851-015-0026-z · Cited by 39 · see citing works
Self-citationEvolution of the Cephalopod Brain
Young, J. Z. (1988) · Elsevier eBooks · doi:10.1016/b978-0-12-751412-3.50019-x · Cited by 28 · see citing works
Cadherin genes and evolutionary novelties in the octopus
Wang, Z. Y., & Ragsdale, C. W. (2017) · Seminars in Cell and Developmental Biology · doi:10.1016/j.semcdb.2017.06.007 · Cited by 23 · see citing works
A brain atlas for the camouflaging dwarf cuttlefish, Sepia bandensis
Montague, T. G., Rieth, I. J., Gjerswold-Selleck, S., Garcia‐Rosales, D., Aneja, S., Elkis, D., Zhu, N., Kentis, S., Rubino, F. A., Nemes, A., et al. (2023) · Current Biology · doi:10.1016/j.cub.2023.06.007 · Cited by 23 · see citing works
Cephalopod retinal development shows vertebrate-like mechanisms of neurogenesis
Napoli, F. R., Daly, C. M. S., Neal, S., McCulloch, K. J., Zaloga, A. R., Liu, A., & Koenig, K. M. (2022) · Current Biology · doi:10.1016/j.cub.2022.10.027 · Cited by 16 · see citing works
The Cephalopod Large Brain Enigma: Are Conserved Mechanisms of Stem Cell Expansion the Key?
Deryckere, A., & Seuntjens, E. (2018) · Frontiers in Physiology · doi:10.3389/fphys.2018.01160 · Cited by 14 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Zoral, M. A., Lajbner, Z., Žifčáková, L., et al. (2024) · Veterinary Parasitology · doi:10.1016/j.vetpar.2024.110302 · Cited by 8 · see citing works
Xie, J., Li, Y., Wu, J.-H., et al. (2024) · Neuropeptides · doi:10.1016/j.npep.2024.102491 · Cited by 4 · see citing works
Guan, Y., Chen, X., Zhu, X., Liu, F., Ma, Y., Han, W., Yang, R., Li, Y., Bao, L., Wang, S., et al. (2025) · BMC Genomics · doi:10.1186/s12864-025-11776-7 · Cited by 4 · see citing works
Multi-omics and pathobiological evidence of Vibrionaceae infections in the oval squid
Zoral, M. A., Žifčáková, L., Lajbner, Z., et al. (2026) · Aquaculture · doi:10.1016/j.aquaculture.2026.743891 · Cited by 3 · see citing works
A perspective on neuroethology: what the past teaches us about the future of neuroethology
Beetz, M. J. (2024) · Journal of Comparative Physiology A · doi:10.1007/s00359-024-01695-5 · Cited by 5 · see citing works
“Their brain organization is evolutionarily distinct from the rest of the animal kingdom, including their close relatives, and the selection pressure for developing such highly complex nervous systems is still under debate (Albertin and Katz 2023).”
BackgroundThe legacies of A. O. Dennis Willows and Peter A. Getting: neuroscience research using Tritonia
Frost, W. N., & Katz, P. S. (2024) · Journal of Neurophysiology · doi:10.1152/jn.00318.2024 · Cited by 2 · see citing works
Self-citationThe Power of Diversity in Neuroscience Research Models
Banerjee, A., Froudarakis, E., Rapti, G., Genzel, L., & Konstantinides, N. (2026) · European Journal of Neuroscience · doi:10.1111/ejn.70384 · Cited by 2 · see citing works
Tactical deception in cephalopods: a new framework for understanding cognition
Drerup, C., Garcia‐Pelegrin, E., Wilkins, C., Herbert‐Read, J. E., & Clayton, N. S. (2025) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2025.04.016 · Cited by 1 · see citing works
Peterson, K. J., Clarke, A. W., Zolotarov, G., Deline, B., Lamb, T. D., McPeek, M. A., Martı́nez, P., & Fromm, B. (2025) · The American Naturalist · doi:10.1086/739490 · Cited by 3 · see citing works
Transposon Ecology and the Octopus Genome
Linquist, S., Elliott, T. A., Kremer, S. C., Gregory, T. R., Saylor, B., & Cottenie, K. (2026) · BioEssays · doi:10.1002/bies.70124 · Cited by 1 · see citing works
“Neurological development begins early and is more embryonically widespread in cephalopods than in other molluscs [63].”
Protocol for genotyping cephalopod sex using a skin swab and quantitative PCR
Rubino, F. A., Gibbons, C. J., Mungioli, T. J., Small, S. T., Coffing, G. C., Kern, A. D., & Montague, T. G. (2026) · STAR Protocols · doi:10.1016/j.xpro.2026.104693 · Cited by 1 · see citing works
“Repeat steps 5–9 for each animal.”
Neurons, Muscles, and Venom: Elucidating a Neural-to-Secretory Pathway in Cephalopod PredationPreprint
Kirchhoff, K. N., Pardos-Blas, J. R., Courtney, A., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.15.659772
“Marine venomous organisms like cnidarians ( e.g., jellyfish) and coleoid cephalopods (octopuses, squids, cuttlefish) comprise some of the oldest venomous creatures dating back 500 million years (6) (Fig.”
Rogers, T. F., Stock, J., Schulz, N. G., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.08.29.672809
Self-citationCorreia, A., Chung, W., Mohinta, S., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.09.25.678516
Body plan organization and the evolution of conscious agency
Moreno, Á., & Gambarotto, A. (2025) · Biology & Philosophy · doi:10.1007/s10539-025-10004-6
“…internalization and reduction of the shell has permitted an expansion of the mantle cavity, which in turn has reinforced 8 According to recent data, Albertin and Katz (2023, 1088) state that “the shared features of the brains of nautilus and coleoids clearly existed 100 million years before the…”
The Neuroanatomy of the Hawaiian Bobtail Squid Juvenile Bacterial Light OrganPreprint
Walker, A. B., Widun, E. V. X., & Heath-Heckman, E. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.05.15.725553
“The highly advanced nervous systems of coleoid cephalopods provide a unique opportunity to understand the common principles that govern nervous system organization and development 1,2 .”
One slope, many causes: a multiscale framework for interpreting 1/f-like neural spectra
Cruz, G. E. (2026) · Academia Neuroscience and Brain Research · doi:10.20935/acadneurosci8480
Molecular Characterization and Signaling Mechanisms of a Corazonin-Type System in Octopus minor
Li, J., & Zheng, X. (2026) · Marine Biotechnology · doi:10.1007/s10126-026-10706-2
“The cephalopod nervous system is among the most complex in invertebrates, and the molecular basis of its neuromodulatory control has attracted sustained interest (Young 1972; Shigeno et al. 2018; Albertin and Katz 2023).”
- Authors
- Albertin, C. B., & Katz, P. S.
- Affiliations
- Marine Biological Laboratory (US)
- University of Massachusetts Amherst (US)
- Corresponding author
- Albertin, Caroline B.
- Katz, Paul S.
- Venue
- Current Biology
- Publisher
- Elsevier BV
- Published
- 2023-10
- Volume
- 33
- Issue
- 20
- Pages
- R1087-R1091
- ISSN
- 0960-9822 (ISSN-L)
- PMC
- PMC10792511
- OpenAlex
- W4387882105
- Cited by
- 19
- References
- 15
- Citations by year
- 2026: 9 · 2025: 6 · 2024: 4
- FWCI
- 4.80
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-sa
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 388 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Current Biology (publishedVersion, cc-by-sa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion, cc-by-sa)
- Funders
- National Institute of Neurological Disorders and Stroke (R01NS133654)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Cephalopods and Marine Biology
- Physical Sciences › Earth and Planetary Sciences › Paleontology › Marine Invertebrate Physiology and Ecology
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- cephalopod nervous system, brain evolution, convergent evolution, cephalopods, vertebrate brain, cognition, social complexity, parental care, brain organization
- MeSH terms
- Animals, Brain, Humans, Cephalopoda
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review