2016
DOI: 10.1016/j.neuron.2016.06.012
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NBLAST: Rapid, Sensitive Comparison of Neuronal Structure and Construction of Neuron Family Databases

Abstract: SummaryNeural circuit mapping is generating datasets of tens of thousands of labeled neurons. New computational tools are needed to search and organize these data. We present NBLAST, a sensitive and rapid algorithm, for measuring pairwise neuronal similarity. NBLAST considers both position and local geometry, decomposing neurons into short segments; matched segments are scored using a probabilistic scoring matrix defined by statistics of matches and non-matches. We validated NBLAST on a published dataset of 16… Show more

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Cited by 269 publications
(286 citation statements)
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References 73 publications
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“…Briefly, in Drosophila , as in other insects, the gross morphology of many neurons is stereotyped and individual neurons are uniquely identifiable on the basis of morphology 61-63 . Furthermore, the nervous system in insects is largely bilaterally symmetrical and homologous neurons are reproducibly found on the left and the right side of the animal.…”
Section: Methodsmentioning
confidence: 99%
“…Briefly, in Drosophila , as in other insects, the gross morphology of many neurons is stereotyped and individual neurons are uniquely identifiable on the basis of morphology 61-63 . Furthermore, the nervous system in insects is largely bilaterally symmetrical and homologous neurons are reproducibly found on the left and the right side of the animal.…”
Section: Methodsmentioning
confidence: 99%
“…S1E'''). Morphological clustering with NBLAST [33] of unilateral VP sensory neurons paired the simpler VP3 TRNs on each side with one another, within the larger VP3 TRN group (Fig. S2A), implying that they are of the same type and distinct from the complex VP3 TRNs.…”
Section: Sensory Neurons Define Two Novel Glomeruli In the Ventropostmentioning
confidence: 96%
“…4 Every cell within a cluster appears to have a unique arborization and F I G U R E 4 The second mode of action of FruBM in the control of neural sex differentiation. 51 We cannot exclude the possibility that two neurons exhibiting a subtle structural difference within a cluster participate in distinct connections and thus distinct behavior, rather than forming redundant connections contributing to the improvement of safety factors of the system. fru-mutant males express femalespecific Lola-Q.…”
Section: Unsolved Issuesmentioning
confidence: 99%
“…For example, the 29 male mAL neurons registered in NBLAST are classified into four groups based on their neurite branching patterns, such that rigorous characterization of the fine branching might allow one to identify a single neuron in a cluster. 51 We cannot exclude the possibility that two neurons exhibiting a subtle structural difference within a cluster participate in distinct connections and thus distinct behavior, rather than forming redundant connections contributing to the improvement of safety factors of the system. How these subtle differences in the neurite pattern are produced are elusive.…”
Section: Unsolved Issuesmentioning
confidence: 99%