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NotablePeer-reviewed

Sexual dimorphism in the complete Drosophila male central nervous system connectome

The first complete male fruit fly nervous system, brain and nerve cord, at synaptic resolution

ByStuart Berg, Isabella R. Beckett, Marta Costa, Philipp Schlegel, Michał Januszewski, Elizabeth C. Marin and 2 others

Janelia Research Campus · MRC Laboratory of Molecular Biology · Medical Research Council · University of Cambridge and 4 more

What it is

Google Research, HHMI Janelia, the MRC Laboratory of Molecular Biology and the University of Cambridge released the connectome of an entire adult Drosophila male central nervous system: 166,700 fully proofread neurons spanning the brain and the ventral nerve cord (the insect analogue of the spinal cord), sorted into 11,710 neuron types and wired by roughly 125 million synapses. It is the largest brain map by neuron count assembled to date. The map is aligned to the earlier female brain connectome for the first synapse-resolution comparison of the sexes, which finds 8,069 neuron types shared, 138 dimorphic, 289 male-specific and 71 female-specific.

Why it matters

A connectome is a complete wiring diagram: every neuron and every synapse between them. Having the whole male CNS, brain and nerve cord together, lets researchers trace uninterrupted sensory-to-motor pathways and, for the first time, see exactly where two sexes of the same species are wired differently. The dimorphic neurons concentrate in higher brain centres while the sensory and motor periphery stays largely shared, and male-specific connections form discrete hotspots, showing how one body plan is rewired to produce sex-specific behaviour.

Underlined numbers link to their source. Every metric and quoted figure is listed under Sources and data below.

Filed underconnectome, drosophila, central nervous system, sexual dimorphism, neuroscience

Scored 2026-09-25How scoring works

The Frontier Score, in full

How this entry's score is built, term by term. Open any pillar to see each sub-metric's raw value, how it maps to 0 to 100, and the record that holds it.
Evidence 94Impact 47Novelty 67
The three pillars as one shape: a result strong on every axis fills the triangle.
How the Frontier Score is calculated for this breakthrough
TermScoreWeightPoints
EvidenceHow established and verifiable the result is.94× 0.2523.4
ImpactHow much the result matters, judged field-relative and by current momentum.47× 0.2511.8
NoveltyHow genuinely new the result is, and how fast-moving.67× 0.5033.3
Weighted pillars68.5
Frontier recency1 month since publication× 0.97
IntegrityNot retracted× 1
Frontier Score66
Confidence: Early signal. Early signal: little citation history yet, so impact is an estimate and may shift as the work is taken up.Early signal: little citation history yet, so impact is an estimate and may shift as the work is taken up.

Every sub-metric, traced to its source

Evidence94
Evidence sub-metrics
Sub-metricRaw value0 to 100WeightPointsSource
Peer review & venueWhether the work has cleared peer review, and how selective its venue is. Peer review is necessary but not sufficient: before citations accrue, a fresh result in the most selective venues (Nature, Science, Cell, NEJM, the Lancet, PNAS, Physical Review Letters/X) is a stronger evidence signal than one in a legitimate but very high-volume mega-journal, which in turn outranks a preprint that has not been reviewed at all.Maps to 0 to 100: Peer-reviewed article graded by venue prestige: flagship 100, elite-family 90, high-volume mega-journal 78. Review 90, book 70, dataset 60, preprint 45, other 55.Peer-reviewed1000.3030.0OpenAlex type / primary_location / source
CorroborationIndependent corroboration that the result is real and being taken up, read as the BREADTH of agreement rather than the size of the citation pile. Counts how many of the five independent citation indices (OpenAlex, Crossref, Semantic Scholar, OpenCitations, Europe PMC) report the work at all, plus orthogonal, non-citation lines of corroboration: entry into the encyclopedia, registered clinical trials, released datasets or software, public funding on record, and technical-community discussion. Citation MAGNITUDE is deliberately judged under Impact, not here, so Evidence and Impact measure genuinely different things instead of both rewarding the same citation pile twice.Maps to 0 to 100: Starts at 28 and rises with each of the five independent citation indices that agree the work is cited (+9 each) and each orthogonal non-citation corroboration line (+6 each: Wikipedia, clinical trials, open datasets or software, public funding, community discussion). Capped at 100.5 of 5 citation indices agree, 1 independent non-citation line790.3023.7OpenAlex, Crossref, Semantic Scholar, OpenCitations, Europe PMC, DataCite, NIH RePORTER, Wikipedia, Hacker News count of agreeing indices + orthogonal reach
VerifiabilityHow openly the result can be read, reused, and reproduced. Rewards open access, a permissive reuse license (CC-BY/CC0), a green repository copy anyone can archive, openly minable full text, and released datasets or software a reader can actually run. Cross-checked across OpenAlex, Unpaywall, Europe PMC, and DataCite.Maps to 0 to 100: Closed 45; open access 80+; a permissive CC license 100; a repository copy, open full text, or a released dataset/software artifact each raise the floor.Open access (hybrid), CC-BY, repository copy1000.2020.0OpenAlex, Unpaywall, Europe PMC, DataCite is_oa / license / has_repository_copy / open datasets
IntegrityRetraction and post-publication correction status. A retracted result is not evidence of anything and collapses the whole Frontier Score; a correction or expression of concern is a softer flag. Read across OpenAlex and Crossref (both update-to and updated-by notices).Maps to 0 to 100: Clean 100; a correction or expression of concern 75; retracted 0. Flagged if OpenAlex OR Crossref records the notice.No retraction or concern on record1000.2020.0OpenAlex, Crossref is_retracted / update-to / updated-by
Impact47
Impact sub-metrics
Sub-metricRaw value0 to 100WeightPointsSource
Field-normalized impactImpact relative to the world average for the same field, year, and type, so a small field and a large field are judged fairly. Triangulates three independent field-normalized measures: OpenAlex's Field-Weighted Citation Impact, its citation percentile within the exact field-and-year cohort, and the NIH iCite Relative Citation Ratio. 1.0x is average; the percentile is the share of same-field, same-year work it out-cites.Maps to 0 to 100: Each ratio (1.0 = field average) maps 1.0 to 50, 3.0 to 75, 9.0 to 90; the field+year percentile maps directly (top 1% -> ~99). The available measures are averaged. Falls back to a saturating citation count when none is available yet.12.6x FWCI, top 1% of field-year vs field960.4543.1OpenAlex, NIH iCite fwci / citation_normalized_percentile / relative_citation_ratio
Influential citationsCitations that genuinely build on the work rather than mention it in passing (Semantic Scholar's influential-citation measure). A sharper signal of real impact than a raw count.Maps to 0 to 100: Saturating: 15 influential citations maps to 50. Falls back to a fraction of consensus citations when unavailable.0 influential00.200.0Semantic Scholar influentialCitationCount
Citation velocityCitations received in the trailing twelve months, judged as a rate rather than a lifetime total. Momentum is what a frontier index cares about: a result being taken up fast right now is landing, whether its lifetime pile is large or still small. Where an expected field citation rate is known, the momentum is also read relative to it, so a fast-moving result in a quiet field is not overlooked.Maps to 0 to 100: Saturating: 30 citations in the last twelve months maps to 50. When NIH iCite provides the field's expected rate, this is blended evenly with the ratio of observed to expected momentum.4 in last 12 months120.354.1OpenAlex, NIH iCite counts_by_year / field_citation_rate
Novelty67
Novelty sub-metrics
Sub-metricRaw value0 to 100WeightPointsSource
Conceptual noveltyHow genuinely new the contribution is, measured at publication from the work's OWN content, not its date: how atypical its combination of research areas is versus all prior work, and whether it builds on a broad, deep base rather than only the newest papers in a fast-moving area. This is what separates a real advance from a recent-but-commodity result, and it needs no forward citations, so it is stable for brand-new work. An honestly noisy proxy (even state-of-the-art novelty measures agree only moderately with expert judgment), so it carries bounded weight and never drives the ranking alone.Maps to 0 to 100: Blends two publication-time signals, each 0-100: an atypical-combination score (how unusual the pairing of the work's research topics is versus the prior literature, by pointwise mutual information) and a foundational-reach score (median age and depth of the work's references). The stronger signal weighs 0.62, the weaker 0.38. When neither is measurable (a work too thin in topics or references), the pillar renormalizes over its recency signals instead.Developmental Biology and Gene Regulation x Animal Behavior and Reproduction (1,204 prior works made this pairing); builds on refs a median 12.3y deep470.4521.0OpenAlex topics + referenced_works (publication-time)
RecencyHow recently the work appeared. The frontier is now, so newer scores higher.Maps to 0 to 100: Exponential decay with a 12-month half-life from the publication date.This month960.3028.7OpenAlex publication_date
Attention accelerationWhether attention is rising: citations in the latest full year versus the year before. Accelerating interest signals an active, opening frontier.Maps to 0 to 100: Latest/prior-year ratio: 1x maps to 50, 2x to 75, 4x to 100. Unknown is neutral.Not enough history500.105.0OpenAlex counts_by_year
Edge of reviewPreprints and brand-new work sit ahead of the peer-review process. That earns novelty here (while it is discounted under Evidence), because it is where the frontier forms first.Maps to 0 to 100: Preprint 95, article <6 months 80, article <18 months 65, else 45.Peer-reviewed record800.1512.0OpenAlex type / publication_date
ProvenanceAll sources

Sources and data

Every number behind this entry, grouped by the source that holds it: up to five citation indices cross-checked, field-normalized impact, then real-world reach (Wikipedia, community discussion, clinical trials, released data and public funding) where it exists. Each value links to its record.

OpenAlex

Primary record
Total citations
4
Field-weighted citation impact
12.6x field average
Citation percentile
Top 1% of its field-year
Citations, recent 12 months
4
Publication date
2026-09-01

Crossref

Citations
4
Works it builds on
189
Funders on record
2

Semantic Scholar

Citations, all versions
5
Influential citations
0

OpenCitations

Citations
0

Europe PMC

Citations
2

Unpaywall

Reuse license
CC-BY

Figures quoted in the write-up

FigureValueSource
Neurons mapped (The entire male CNS: brain and ventral nerve cord, fully proofread)166,700Cell
Neuron types (Annotated, including fruitless / doublesex expression)11,710Cell
Synaptic connections (Largest brain map by neuron count to date)~125 millionJanelia FlyEM
Male vs female neuron types (First synapse-resolution comparison of the sexes)8,069 shared, 138 dimorphic, 289 male-specific, 71 female-specificCell
NeuroscienceThe whole field

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