๐Ÿชฐ Fruit Fly Learning Hub 0 items ยท compiled 2026-09-18

Fruit Fly Basics

The fruit fly Drosophila melanogaster is one of the most important model organisms in neuroscience and genetics: it is small, has a short life cycle, has mature genetic tools, and now has a fully sequenced whole-brain connectome. The resources below take you from the fly's basic biology and brain structure to the latest connectome data, introducing this 'condensed brain.'

่…ฆ (brain)่ฆ–่‘‰ optic lobe่•ˆ็‹€้ซ” mushroom body (MB)ไธญๅคฎ่ค‡ๅˆ้ซ” central complex (CX)่…น็ฅž็ถ“็ดข ventral nerve cord (VNC)

The Drosophila Biological Clock

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An HHMI BioInteractive animation explaining how clock genes such as period and timeless use negative feedback loops to control the fly's day/night rhythm, closely related to this project's 'rhythm' theme.

Neuronal wiring diagram of an adult brain

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The flagship 2024 Nature paper by Dorkenwald et al. presenting the whole-brain connectome of an adult female fruit fly, with 139,255 neurons and over 50 million chemical synapses โ€” the authoritative data source for the scale of the fly brain.

Virtual Fly Brain

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An interactive fly neuroanatomy atlas integrating over 610,000 3D neural images, connectome data, and gene-expression data; you can browse brain regions and neuron morphology online, making it a good entry point for an overview of brain structure.

Synaptic targets of circadian clock neurons influence core clock parameters

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A 2025 Science Advances paper that used the connectome to find SLP316, the main postsynaptic partner of the fly's sLNv pacemaker neurons. Silencing or exciting SLP316 shortens or lengthens the free-running period, showing that synaptic wiring feeds back on the clock's own parameters. Directly relevant to this project's rhythm model.

The 2017 Nobel Prize in Physiology or Medicine - Press release

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The official Nobel press release explaining how Hall, Rosbash and Young used the fruit fly to uncover the negative feedback loop of period, timeless and related genes that underlies the molecular circadian clock. A first-hand, authoritative account of the rhythm mechanism.

Google Research / FlyWire Connectome Resources

Since 2018, Google Research has worked with Janelia/HHMI, the University of Cambridge and Princeton to build fly connectomes step by step: from the hemibrain to the female whole brain (FlyWire/FAFB), then the female brain-and-nerve-cord BANC connectome released in June 2026, and finally the complete male central nervous system (MaleCNS) released in September 2026. The resources below cover official blog posts, Nature and Cell papers, online browsers and simulation platforms, and form the technical and data base for this digital-twin project.

่•ˆ็‹€้ซ” mushroom body (MB)ไธญๅคฎ่ค‡ๅˆ้ซ” central complex (CX)่ฆ–่‘‰ optic lobe่งธ่ง’่‘‰ antennal lobe (AL)่…น็ฅž็ถ“็ดข ventral nerve cord (VNC)

Google Research: complete male fruit-fly CNS map (MaleCNS, 2026)

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Google's announcement of 3 September 2026: with HHMI Janelia, the University of Cambridge and the MRC LMB, they completed the full connectome of the male fly brain plus ventral nerve cord, over 166,000 neurons and about 11,700 cell types, with the paper published the same day in Cell; the data are CC-BY at male-cns.janelia.org (neuPrint, Clio, Cell Type Explorer); version of record: Berg et al., Cell 189(18):5504โ€“5526, 3 Sept 2026, doi:10.1016/j.cell.2026.08.015 (166,700 neurons, 11,710 cell types).

An Interactive, Automated 3D Reconstruction of a Fly Brain

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A 2019 Google Research blog post describing how Flood-Filling Networks (a machine-learning algorithm) were used to automatically reconstruct roughly 100,000 neurons of the fly whole brain (the FAFB dataset), and introducing the Neuroglancer online viewer.

A connectomics milestone: Mapping the complete male fruit fly brain

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A September 2026 Google Research blog post on the complete male Drosophila central nervous system connectome, produced with the Janelia FlyEM and Cambridge connectomics teams. It spans brain, optic lobes and ventral nerve cord with about 166,000 neurons and over a hundred million synaptic connections, the largest complete CNS map by neuron count so far (the female BANC has roughly 160,000 neurons (155,916 proofread)).

Neuronal wiring diagram of an adult brain

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The 2024 Nature flagship paper by Dorkenwald et al. releasing the FlyWire adult female fruit fly whole-brain connectome (139,255 neurons, over 50 million synapses), with cell-type and neurotransmitter-prediction annotations.

Codex: FlyWire

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The official FlyWire connectome browsing platform Codex (developed by the Princeton Neuroscience Institute), letting you search neurons with free-text or structured queries, filter by cell type (e.g. Kenyon cells, KC), and inspect neural connections and synaptic paths in 3D without downloading large datasets.

Kenyon cell (KC)

neuPrint

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Janelia's official connectome query tool neuPrint, for looking up connection partners, connection strength, and morphology of specific neurons in datasets like the hemibrain, with both a web interface and programmatic Python access.

Male CNS Connectome

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The official website for the male fruit fly central nervous system connectome (v1.0 released in 2026), built by Janelia FlyEM, the MRC Laboratory of Molecular Biology at Cambridge, and Google Research, offering interactive tools such as a Cell Type Explorer and Dimorphism Explorer, sex-difference comparisons, and data downloads under a CC-BY license.

NeuroMechFly

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A fly digital-twin simulation platform developed by EPFL's Neuroengineering Lab, combining a biomechanical exoskeleton built from micro-CT scans, vision and olfaction sensing modules, and a hierarchical neural controller โ€” an important reference example for this rhythm-decision digital-twin bio-inspired platform project.

Sexual dimorphism in the complete Drosophila male central nervous system connectome

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The flagship MaleCNS paper, published in Cell on 3 September 2026. It fully reconstructs and proofreads 166,700 neurons and 11,710 cell types across the male brain and nerve cord, annotates fruitless/doublesex expression, and makes the first synapse-resolution male-versus-female comparison: 8,069 isomorphic, 138 dimorphic, 289 male-specific and 71 female-specific types.

Distributed control circuits across a brain-and-cord connectome

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The BANC connectome paper, published in Nature on 8 June 2026. It is the first reconstruction to join the brain and ventral nerve cord of an adult female fly in a single electron-microscopy volume, roughly 160,000 neurons (155,916 proofread). Effector neurons are mostly driven by sensory neurons in the same body part, forming local loops that ascending and descending neurons link into behaviour-centric modules: a distributed, parallel and embodied architecture.

BANC โ€” Female Adult Brain and Nerve Cord (FlyWire)

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FlyWire's official BANC portal: how to browse the female brain-and-nerve-cord connectome in Codex, plus the application route for proofreading and annotation volunteers and the citation guidelines.

The BANC: Drosophila Brain and Nerve Cord (FlyWire Blog)

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The FlyWire blog announcement of 3 November 2025: with collaborators at Harvard Medical School they released BANC, a synapse-resolution wiring diagram covering the entire central nervous system of an adult fly, free to use and open for the community to keep improving in Codex.

Virtual Fly Brain News & Releases

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Virtual Fly Brain's official news feed, listing data and tool updates from 2024 to 2026 in date order: NBLAST similarity extended to the MaleCNS optic lobe and FlyWire datasets in 2025, BANC tour videos and MaleCNS connectome videos in 2026, and a free self-led online workshop.

Vision

The fly visual system is built around the optic lobe, with layered neuropils (medulla, lobula, lobula plate) where motion detectors such as T4/T5 and looming detectors such as LC4/LPLC2 support motion vision and escape. FlyWire mapped the roughly 40,000 optic-lobe neurons of the female fly; in 2025 Janelia published a complete inventory of one male optic lobe (about 53,000 neurons in 732 cell types), and the 2026 MaleCNS connectome traces visual signals all the way into the central brain, so function can be predicted directly from structure.

medulla ้ซ“่ณชlobula ๅฐ่‘‰lobula plate ๅฐ่‘‰ๆฟT4/T5 neuronsLC4/LPLC2photoreceptors R1-R8

FlyWire Codex: Optic Lobe Catalog

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The FlyWire Codex provides a complete connectomic database of fly optic-lobe neurons, letting you search and browse the cell types and wiring information of over 40,000 visual neurons.

optic lobe cell typesT4T5medulla neuronslobula neurons

Motion vision is independent of color in Drosophila

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A PNAS paper showing that fly motion detection relies entirely on brightness contrast from R1-R6 photoreceptors, operating fully independently of the R7/R8 photoreceptors responsible for color vision.

R1-R6 photoreceptorsR7/R8 photoreceptors

The organization of visual pathways in the Drosophila brain

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One of the three MaleCNS companion papers (Cell, 3 September 2026). It traces signals from photoreceptors through the optic lobes, which hold two thirds of the brain's neurons, and onward into the central brain, revealing a multilayered set of pathway classes. It also predicts receptive-field structure and feature biases for thousands of uncharacterised neuron types, consistent with existing physiology.

Connectome-driven neural inventory of a complete visual system

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Nern and colleagues, Nature 2025: a FIB-SEM connectome of the right optic lobe of a male fly, classifying roughly 53,000 neurons into 732 cell types, about half of them newly named, and released alongside matched split-GAL4 driver lines. The authoritative catalogue for visual cell types.

Eye structure shapes neuron function in Drosophila motion vision

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A 2025 Nature paper that reconstructed hundreds of T4 neurons and found that the geometry of the compound eye sets the systematic variation in preferred directions of direction-selective neurons across the whole visual field. The shape of the eye directly shapes how optic flow is decoded.

Hearing & Mechanosensation

The fruit fly has no ears; instead, Johnston's organ in the second segment of the antenna serves as its receptor for hearing and mechanosensation, detecting vibration of the antennal arista to sense courtship song, wind direction, and gravity. The signal is relayed through the antennal mechanosensory and motor center (AMMC) to higher brain regions, forming a dedicated auditory-processing circuit.

Johnston's organAMMC (antennal mechanosensory and motor center)antennal mechanosensationcourtship song circuit

The neural basis of Drosophila gravity-sensing and hearing

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A Nature paper showing how different subpopulations of neurons within Johnston's organ separately handle gravity sensing and hearing, with central projections resembling the vestibular and auditory pathways of mammals.

Johnston's organ neurons (JONs)AMMC

Johnston organ [FBbt_00004178]

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A Virtual Fly Brain database page detailing the anatomy of Johnston's organ, the arrangement of its roughly 477 sensory neurons, and their functional grouping for detecting sound, wind direction, and gravity.

Johnston's organ neurons (JONs)

Olfaction

Fly olfactory receptor neurons (ORNs) are distributed across the antennae and maxillary palps and relay odor signals into roughly 50 glomeruli in the antennal lobe; projection neurons (PNs) then send this information to the mushroom body and lateral horn for learned and innate processing. A team led by Professor Ann-Shyn Chiang at National Tsing Hua University produced the world's first complete fly olfactory neural map.

antennal lobe ่งธ่ง’่‘‰olfactory receptor neurons (ORNs)projection neuronsglomeruli ๅ—…ๅฐ็ƒlateral horn ๅด่ง’

antennal lobe glomerulus DM2 [FBbt_00003971]

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A Virtual Fly Brain database page showing the location of the DM2 glomerulus in the antennal lobe and the anatomical details of its Or22-receptor ORN input, with a 3D visualization tool.

DM2 glomerulusOr22 ORNs

A vector-based strategy for olfactory navigation in Drosophila

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A 2026 Nature paper using a virtual-reality odour landscape to show that plume tracking is not purely reflexive. Flies edge-track along the plume boundary, using vector computations in the central complex, with FC2 neurons storing and continuously updating the direction back to the edge. It links olfaction to navigational memory.

Taste

Gustatory receptor neurons (GRNs) sit mainly on the labellum of the proboscis, detecting sugar, bitter, salt and water, and project to the subesophageal zone (SEZ) of the brain. Connectome work shows the different taste modalities stay largely separate in the SEZ, forming parallel circuits; the complete gustatory connectome published in 2026 traces whole sensory-to-motor paths onward into feeding, foraging and courtship circuits.

gustatory receptor neurons (GRNs)labellum/proboscis ๅ”‡็“ฃ/ๅ–™subesophageal zone (SEZ) ้ฃŸ้“ไธ‹็ฅž็ถ“็ฏ€sugar/bitter sensing circuits

Connectomic analysis of taste circuits in Drosophila

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A Scientific Reports paper using whole-brain connectome data to trace how taste signals travel from sensory neurons through the SEZ to higher brain regions, comparing the projection differences between second- and third-order taste neurons.

second-order taste neuronsthird-order taste neuronsSEZ

Long-range projection neurons in the taste circuit of Drosophila

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An eLife paper identifying three taste projection neurons (TPN1-3), of which TPN3 carries bitter-taste information and projects to the mushroom body learning center, and is required for forming conditioned taste-aversion learning.

TPN1TPN2TPN3mushroom body

labellar taste peg chemosensory neuron [FBbt_00048028]

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A Virtual Fly Brain database page describing the anatomy of labellar taste-peg chemosensory neurons and their connection data projecting to the subesophageal zone, with associated FlyWire connectome imagery.

labellar taste peg neuronsSEZ

The complete gustatory connectome of adult Drosophila reveals how taste guides feeding, foraging, and social behavior

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One of the three MaleCNS companion papers (Cell, 3 September 2026). It is the first complete reconstruction of gustatory receptor neurons in a single electron-microscopy volume spanning brain, cervical connective and ventral nerve cord, integrated into a cross-sex pan-CNS gustatory connectome. It traces full paths from taste input to feeding motor neurons across four circuit types: nutrient assessment, motor control, neuroendocrine regulation and courtship.

Locomotion & Gait

Fly walking, flight, and escape movements are controlled by motor neurons and central pattern generator (CPG) circuits in the thoracic ganglia (ventral nerve cord, VNC). Recent electron-microscopy connectome reconstructions and neuromechanical simulation platforms have, for the first time, let scientists study at single-synapse resolution how the six-legged tripod gait and flight motor circuits are generated.

ventral nerve cord (VNC)leg motor neuronscentral pattern generators (CPG)flight motor circuits

NeLy-EPFL/NeuroMechFly (GitHub)

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The official NeuroMechFly source-code repository, including the biomechanical skeleton, muscle models, and neural controller, allowing gait to be reproduced and optimized.

central pattern generators

neuPrint โ€” Connectome Analysis Service (Janelia)

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Janelia's official connectome query platform, letting you interactively search neuron connections in the MANC ventral nerve cord and hemibrain datasets โ€” well suited for looking up locomotion-related circuits.

motor neuronsdescending neurons

A Connectome of the Male Drosophila Ventral Nerve Cord (MANC)

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The MANC connectome paper from the Janelia FlyEM team, eLife 2024. It densely reconstructs the entire male ventral nerve cord, the fly's equivalent of a spinal cord, including the motor neurons that drive the legs and wings. It is the dataset that lets brain signals be traced all the way to muscle, and the foundation the later whole-CNS MaleCNS connectome was built on.

Proprioceptive limit detectors contribute to sensorimotor control of the Drosophila leg

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A 2026 Nature Communications paper from the Tuthill lab showing that a hair-plate proprioceptor on the fly's leg coxa detects when the leg nears the limit of forward movement, and using electron-microscopy reconstruction to show its axons excite posterior-leg motor neurons while inhibiting anterior ones, preventing overextension.

proprioceptorsleg motor neurons

Learning & Memory

The mushroom body is the fly's center for associative learning and memory, made up of about 2,000 Kenyon cells, paired with roughly twenty types of dopaminergic neurons that convey reward or punishment signals, forming plastic synapses across fifteen lobe compartments so the fly can link odors with experience.

mushroom bodyKenyon cellsdopaminergic neurons

Creating true and false memories from forgotten information in Drosophila

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A 2026 Nature Neuroscience paper showing that forgotten aversive memories persist as silent traces in behaviourally neutral mushroom body output neurons. Reminder cues reinstate the original trace and recover the memory, but misleading reminders create false memories instead, with the two outcomes gated by separable dopaminergic pathways.

Courtship, Aggression & Sex Differences

The fruitless (fru) and doublesex (dsx) genes determine the sex differences in fly neural circuits, and P1 neurons integrate multiple sensory signals to drive male courtship behavior. The male and female whole-brain connectomes published between 2024 and 2026 let scientists, for the first time, see the neural basis of courtship, aggression, and sexual dimorphism at synaptic resolution.

fruitless (fru) neuronsdoublesex (dsx) neuronsP1 neurons

Male CNS Connectome Explorer

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The official portal for the male fly central nervous system connectome, offering neuPrint queries, the Clio cell-type annotation tool, and a dimorphism explorer for comparing male/female brain differences.

fruitless neuronsdoublesex neuronsP1 neurons

Networks of sexually dimorphic neurons that regulate social behaviors in Drosophila

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One of the three MaleCNS companion papers (Current Biology, 3 September 2026). Using the connectome it splits the male pC1/pC1x population into 48 cell types embedded in an expansive, highly intertwined male-specific network, and it delivers genetic driver lines showing that different pC1 types control social acoustic signalling and male-male interaction.

Two classes of amine/glutamate multi-transmitter neurons innervate Drosophila internal male reproductive organs

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A 2026 eLife paper identifying two classes of multi-transmitter motor neurons in the abdominal ganglion that innervate the male Drosophila's internal reproductive organs (octopamine/glutamate and serotonin/glutamate), mapping the motor architecture that precisely times ejaculation during copulation, and showing the serotonergic class is required for male fertility while the octopaminergic class is not.

motor neurons

Body & ventral nerve cord (whole-body nervous system)

The ventral nerve cord (VNC) is the fly's "spinal cord": roughly 15,000-23,000 neurons that integrate descending commands and sensory feedback to drive whole-body actions such as six-legged walking, flight, grooming, courtship, and egg-laying. Between 2024 and 2026, connectome datasets such as MANC, BANC, and MaleCNS reconstructed the entire thoracic-abdominal ganglion at synaptic resolution for the first time, letting scientists trace signals all the way from brain to muscle.

NTctWTctHTctIntTctLTctLegNp T1LegNp T2LegNp T3mVACVACANm

A Connectome of the Male Drosophila Ventral Nerve Cord

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Janelia FlyEM's densely reconstructed connectome of the male Drosophila ventral nerve cord (MANC), covering roughly 23,000 neurons and about 10 million synapses, including the motor neurons that drive the legs and wings โ€” the key dataset for tracing descending signals from brain to muscle (eLife reviewed preprint, first version 2024).

motor neuronsleg motor neuronswing motor neuronsdescending neurons

MANC connectome โ€” Janelia FlyEM project page

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Janelia FlyEM's official MANC project page, describing the June 2023 release built with Cambridge and Google Research: a dense reconstruction of about 23,000 neurons, 10 million pre-synaptic sites, and 74 million post-synaptic densities in the male VNC.

neuPrint โ€” MANC dataset explorer

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A deep link into Janelia's neuPrint explorer preset to the MANC v1.0 dataset, for directly searching ventral-nerve-cord motor neurons, descending neurons, and their synaptic partners โ€” useful for looking up leg and wing circuits.

motor neuronsdescending neurons

A Systematic Nomenclature for the Drosophila Ventral Nerve Cord

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A 2020 Neuron consensus paper from multiple labs extending the adult-brain nomenclature of Ito et al. (2014) to the thoracic and abdominal ganglia, defining neuropil names such as NTct, WTct, and LegNp T1-T3 โ€” the naming standard behind this platform's VNC neuropil list.

Distributed control circuits across a brain-and-cord connectome

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A 2026 Nature paper from the FlyWire consortium reporting the BANC (brain-and-cord) connectome, the first single reconstruction spanning both the female fly's brain and ventral nerve cord โ€” roughly 10^8 synaptic connections โ€” used to analyze how descending, ascending, and motor neurons distribute control of whole-body behavior.

descending neuronsascending neuronsmotor neurons

Comparative connectomics of Drosophila descending and ascending neurons

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A 2025 Nature paper integrating three separate electron-microscopy datasets to systematically compare descending neurons (DNs), ascending neurons (ANs), and sensory ascending neurons crossing the neck connective โ€” the anatomical and information bottleneck between brain and ventral nerve cord (roughly 1,300 descending-neuron types).

descending neuronsascending neurons

Connectomic reconstruction of a female Drosophila ventral nerve cord

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A 2024 Nature paper reconstructing the female Drosophila VNC connectome โ€” about 45 million synapses and 14,600 neurons โ€” and using genetic labeling to map leg and wing motor neurons to the individual muscles each one drives, the first complete neuron-to-muscle map.

leg motor neuronswing motor neurons

Neural Coding of Leg Proprioception in Drosophila

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A landmark 2018 Neuron paper from the Tuthill lab using in vivo calcium imaging of the femoral chordotonal organ to show how different proprioceptor classes encode leg joint angle, direction, and vibration โ€” the functional foundation later connectome studies of VNC proprioceptive circuits build on.

proprioceptors

A neural connectivity atlas for fly flight control

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A 2026 Current Biology paper building a neural connectivity atlas for fly flight control, showing how topographically organized sensory maps correspond to the motor output of wing-steering muscles โ€” the circuit logic behind sub-millisecond flight stability adjustments.

flight motor circuitswing motor neurons

Neural circuitry linking mating and egg laying in Drosophila females

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A 2020 Nature paper identifying the oviposition descending neurons (oviDNs) that are necessary and sufficient to trigger egg laying in Drosophila, and showing how post-mating sex-peptide signaling releases the inhibition that normally keeps oviDNs silent in virgin females.

descending neurons

A Drosophila computational brain model reveals sensorimotor processing

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A 2024 Nature paper building a leaky integrate-and-fire computational model of the entire fly brain connectome, which accurately predicts how activating sugar- or water-sensing gustatory neurons drives the motor output for proboscis extension and grooming.

motor neurons

JRC2018 Unisex VNC template (VFB_00200000) โ€” Virtual Fly Brain

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Virtual Fly Brain's current standard adult ventral-nerve-cord template (JRCVNC2018 Unisex), the VNC counterpart to the JRC2018 brain template, built from combined male and female confocal images and used to align VNC connectome datasets to a common coordinate space.

NeuroMechFly v2: simulating embodied sensorimotor control in adult Drosophila

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The second-generation whole-body biomechanical simulation platform from EPFL, integrating vision, olfaction, and motor feedback to reproduce walking, obstacle avoidance, and odor-guided navigation โ€” a full-body digital-twin tool for testing hypotheses about VNC motor circuits.

leg motor neuronscentral pattern generators