Summary: The adult brain carries a “molecular record” of its own creation. Researchers have mapped the first high-resolution molecular atlas of the Drosophila melanogaster (fruit fly) brain, uncovering that a neuron’s identity is defined by its lineage and birth order. In a pair of studies, the team demonstrated that the genetic diversity of neurons is vastly greater than previously imagined, with some cell types consisting of just a single neuron per hemisphere.
Furthermore, they discovered that sex differences in the brain are not built from scratch; instead, evolution “tweaks” existing developmental templates by selectively choosing which neurons survive—female-biased neurons typically being born early, while male-biased neurons emerge later.
Key Facts
- Lineage as Destiny: A neuron’s transcriptomic identity is dictated by its developmental history—specifically where it came from (lineage) and when it was born (birth order).
- Survival of the Sexes: Behavioural diversity between males and females arises from differential neuronal survival rather than entirely different wiring. Sex simply “tweaks” which neurons persist within shared developmental windows.
- Extreme Diversity: The atlas captured transcriptional data for nearly every neuron in the fly brain, revealing that many “cell types” are actually unique individuals.
Source: University of Oxford
A preview article linked to the report highlights the broader significance of these findings and places them in context for the field.
Researchers from the University of Oxford have created the first high-resolution molecular atlas of the adult Drosophila melanogaster (common fruit fly) brain, uncovering how the neurons that drive behaviour in adults retain a record of their developmental origins.
A companion study, released in parallel, shows how these same developmental programs are selectively reused and modified by sex to generate male and female behavioural diversity.
Together, these papers provide a new framework for understanding how the brain’s architecture arises and evolves, from its developmental blueprint to its functional specialisation.
The work, led by Professor Stephen Goodwin’s group in Oxford’s Department of Physiology, Anatomy and Genetics (DPAG), offers an unprecedented view of neuronal diversity. By integrating multiple single-cell RNA sequencing datasets, the researchers achieved tenfold coverage of the Drosophila central brain, capturing transcriptional information for nearly every individual neuron.
Surprisingly, the team found that the genetic diversity of neurons is far greater than previously thought, with many cell types represented by only a single neuron per hemisphere. Their analyses suggest that transcriptomic and anatomical identities represent complementary and equally informative axes for defining neuronal types. This insight provides a crucial link between molecular diversity and the physical wiring of the brain, bridging developmental and systems-level perspectives.
“Our results show that the adult brain carries a molecular record of how it was built,” said Professor Goodwin. “We can now see that the diversity of neurons, and therefore of behaviours, emerges from a simple developmental logic based on lineage, timing, and selective differentiation.”
The companion paper extends these principles to sexual dimorphism, revealing that male and female brains use the same developmental templates in different ways. Rather than separate male and female circuits, the team found that sex differences arise through selective neuronal survival within shared lineages.
Female-biased neurons tend to be born early, while male-biased neurons emerge later, indicating that sex leverages distinct developmental windows to shape behaviour.
“This shows how evolution can create new behavioural capabilities without rebuilding the brain from scratch,” said lead author Dr. Erin Allen. “Sex doesn’t reinvent the wiring; it tweaks when and which neurons persist.”
These findings not only redefine the developmental logic of the fly brain but also provide essential parameters for computational and systems neuroscience. By revealing how molecular and anatomical classifications intersect, the atlas offers a foundation for modelling brain organisation and function.
The Goodwin group has also created a user-friendly website (https://www.flycns.com) featuring interactive visualisations of the atlases referenced in these studies, allowing researchers to explore the data directly.
Funding: This work was supported by the Wellcome Trust and the Biotechnology and Biological Sciences Research Council.
Key Questions Answered:
A: More than you’d think! While the fly brain is smaller, it follows the same “developmental logic.” This study shows that the adult brain retains a molecular map of how it was built. Understanding this “simple logic” in flies provides the foundational rules for how larger, more complex brains—including ours—organize behavior and identity.
A: It’s all about timing and survival. The researchers found that males and females start with the same “template.” Evolution doesn’t reinvent the wheel for each sex; it just changes the “delete” key. In females, neurons born early are more likely to survive, while in males, the brain keeps more of the neurons born later in development.
A: It shifts how we define the brain. We used to think of neurons in broad categories (like “motor neurons”), but this atlas shows that many neurons are unique individuals with their own genetic signature. This extreme precision is what allows for the incredibly complex and specific behaviors seen in even tiny insects.
Editorial Notes:
- This article was edited by a Neuroscience News editor.
- Journal paper reviewed in full.
- Additional context added by our staff.
About this neuroscience research news
Author: Christopher McIntyre
Source: University of Oxford
Contact: Christopher McIntyre – University of Oxford
Image: The image is credited to Neuroscience News
Original Research: Open access.
“A High-Resolution Atlas of the Brain Predicts Lineage and Birth Order Underlie Neuronal Identity” by Aaron M. Allen, Megan C. Neville, Tetsuya Nojima, Faredin Alejevski, Devika Agarwal, David Sims, and Stephen F. Goodwin. Cell Genomics
DOI:10.1016/j.xgen.2025.101103
Open access.
“Differential neuronal survival defines a novel axis of sexual dimorphism in the Drosophila brain” by Aaron M. Allen, Megan C. Neville, Tetsuya Nojima, Faredin Alejevski, and Stephen F. Goodwin. Cell Genomics
DOI:10.1016/j.xgen.2025.101125
Abstract
A High-Resolution Atlas of the Brain Predicts Lineage and Birth Order Underlie Neuronal Identity
Gene expression shapes the nervous system at every biological level, from molecular and cellular processes defining neuronal identity and function to systems-level wiring and circuit dynamics underlying behavior.
Here, we generate the first high-resolution, single-cell transcriptomic atlas of the adult Drosophila melanogaster central brain by integrating multiple datasets, achieving an unprecedented 10-fold coverage of every neuron in this complex tissue.
We show that a neuron’s genetic identity overwhelmingly reflects its developmental origin, preserving a genetic address based on both lineage and birth order. We reveal foundational rules linking neurogenesis to transcriptional identity and provide a framework for systematically defining neuronal types.
This atlas provides a powerful resource for mapping the cellular substrates of behavior by integrating annotations of hemilineage, cell types/subtypes, and molecular signatures of underlying physiological properties. It lays the groundwork for a long-sought bridge between developmental processes and the functional circuits that give rise to behavior.
Abstract
Differential neuronal survival defines a novel axis of sexual dimorphism in the Drosophila brain
Sex differences in behaviors arise from variations in female and male nervous systems, yet the cellular and molecular bases of these differences remain poorly defined. Here, we employ an unbiased, single-cell transcriptomic approach to investigate how sex influences the adult Drosophila melanogaster brain.
We demonstrate that sex differences do not result from large-scale transcriptional reprogramming, but rather from selective modifications within shared developmental lineages mediated by the sex-differentiating transcription factors Doublesex and Fruitless.
We reveal, with unprecedented resolution, the extraordinary genetic diversity within these sexually dimorphic cell types and find that birth order represents a novel axis of sexual differentiation. Neuronal identity in the adult reflects spatiotemporal patterning and sex-specific survival, with female-biased neurons emerging early and male-biased neurons arising later.
This pattern reframes dimorphic neurons as “paralogous” rather than “orthologous,” suggesting sex leverages distinct developmental windows to build behavioral circuits, and highlights a role for exaptation in diversifying the brain.

