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Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei
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Abstract
Serotonin neurons of the dorsal and median raphe nuclei (DR, MR) collectively innervate the entire forebrain and midbrain, modulating diverse physiology and behavior. To gain a fundamental understanding of their molecular heterogeneity, we used plate-based single-cell RNA-sequencing to generate a comprehensive dataset comprising eleven transcriptomically distinct serotonin neuron clusters. Systematic in situ hybridization mapped specific clusters to the principal DR, caudal DR, or MR. These transcriptomic clusters differentially express a rich repertoire of neuropeptides, receptors, ion channels, and transcription factors. We generated novel intersectional viral-genetic tools to access specific subpopulations. Whole-brain axonal projection mapping revealed that DR serotonin neurons co-expressing vesicular glutamate transporter-3 preferentially innervate the cortex, whereas those co-expressing thyrotropin-releasing hormone innervate subcortical regions in particular the hypothalamus. Reconstruction of 50 individual DR serotonin neurons revealed diverse and segregated axonal projection patterns at the single-cell level. Together, these results provide a molecular foundation of the heterogenous serotonin neuronal phenotypes.
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TL;DR
Plate-based single-cell RNA-sequencing of 999 mouse dorsal and median raphe serotonin neurons identified 11 transcriptomic clusters with distinct spatial, molecular, and projection features. Intersectional viral tracing and single-neuron reconstruction showed that Vglut3+ and Trh+ DR serotonin neurons preferentially innervate cortical versus subcortical targets, while individual DR serotonin neurons have highly diverse whole-brain arborization patterns.
Key findings
- scRNA-seq of 999 Tph2+ serotonin neurons from 14 adult mouse brains resolved 11 transcriptomic clusters: six principal DR clusters (DR-1–6), one caudal DR cluster (cDR), and four median raphe clusters (MR-1–4); HCR-smFISH with 16 markers mapped these clusters to pDR, cDR, or MR locations.
- Co-transmitter and neuropeptide expression was heterogeneous: 65% of serotonin neurons expressed Vglut3, 35% expressed Gad1, Gad2, or both, 13% expressed Vglut3 plus Gad1/Gad2, and 14% expressed none of these glutamate/GABA markers; Trh was expressed in 14% and Crh in 7% of serotonin neurons.
- Intersectional Sert-Flp with Vglut3-Cre or Trh-Cre showed that Vglut3+ pDR serotonin neurons preferentially innervate cortical regions, whereas Trh+ pDR serotonin neurons innervate subcortical regions including anterior/medial hypothalamus and thalamic nuclei; whole-brain mapping used n = 3 mice per genotype.
- Reconstruction of 50 individual DR serotonin neurons revealed total axon lengths from 1.9 cm to 26.3 cm, with cortex-projecting neurons having the longest axons; 37/50 projections were unilateral, and 34/46 forebrain-projecting neurons had >80% of forebrain axon length in either cortical or subcortical regions.
Methods
- Serotonin neurons were labeled using Sert-Cre;Ai14 mice, acutely dissociated from brain slices of postnatal day 40–45 mice (six females, eight males), FACS-sorted, and processed with Smart-seq2; 709 cells came from eight MR/pDR/cDR samples and 290 cells from six pDR-only samples, yielding 999 cells after QC.
- Clustering used Seurat v3.0 with PCA and Louvain clustering; HCR-based smFISH against 16 cluster markers plus Tph2 was used to map transcriptomic clusters anatomically.
- For projection mapping, Sert-Flp mice were crossed with Vglut3-Cre or Trh-Cre and injected with AAV-CreON/FlpON-mGFP; brains were cleared with AdipoClear, imaged by light-sheet microscopy, segmented with a 3D U-Net, and aligned to the Allen Common Coordinate Framework. Single-neuron reconstructions used dual-AAV sparse labeling and fMOST in 14 Sert-Cre mice.
Limitations
- Stated: single-neuron reconstruction was limited in scope to 50 reconstructed cells out of approximately 9000 DR serotonin neurons, and larger-scale reconstruction integrated with molecular identity and function is needed.
- Stated: whole-brain tracing showed inter-individual variability in total labeled axons and detailed projection patterns, and heterogeneity within Vglut3+ or Trh+ populations may contribute; larger experiments or single-cluster Cre lines are required.
- Stated/evident: the Sert-Flp line can drive reporter expression outside raphe serotonin neurons due to transient developmental Sert expression; the paper also notes that whether Gad1/Gad2+ serotonin neurons actually release GABA remains to be determined, and MR cluster anatomical organization was less obvious with clusters more intermingled.
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In the paper
“Specifically, we found that the distribution of markers for Clusters 1–6, Ret, Trh, Gad1, Npas1, Syt2, and C1ql2 (Figure 1D), were mostly restricted to the pDR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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In the paper
“These 999 MR and DR serotonin neurons comprised 11 clusters (Figure 1B; Figure 1—figure supplement 2).”
- Also stated in: § Abstract · plain
“we used plate-based single-cell RNA-sequencing to generate a comprehensive dataset comprising eleven transcriptomically distinct serotonin neuron clusters.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Single-cell RNA-sequencing defines 11 transcriptomic clusters of serotonin neurons in the dorsal and median raphe
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In the paper
“Each cluster contained cells from both sexes after removing genes located on the Y chromosome, indicating that there were few sex-specific differences at the level of transcriptomic clusters (Figure 1—figure supplement 1D).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Single-cell RNA-sequencing defines 11 transcriptomic clusters of serotonin neurons in the dorsal and median raphe
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In the paper
“Of the 11 transcriptomic clusters, six (Cluster 1–6) consisted of only serotonin neurons dissected from the pDR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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In the paper
“Each of the 11 clusters expressed a set of cluster-discriminatory genes, including markers for specific neurotransmitter systems, such as Vglut3, Gad1, and Gad2 (Figure 1C,D; Figure 1—figure supplement 1–6).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Single-cell RNA-sequencing defines 11 transcriptomic clusters of serotonin neurons in the dorsal and median raphe
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In the paper
“After quality control (Materials and methods), we determined the transcriptomes of 709 cells from eight samples that include MR, pDR, and cDR, and 290 cells from six pDR-only samples (999 cells in total, comprising 581 cells from female and 418 cells from male mice).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Single-cell RNA-sequencing defines 11 transcriptomic clusters of serotonin neurons in the dorsal and median raphe
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In the paper
“Dopamine receptor D2 (Drd2) is highly expressed in DR-3 (Niederkofler et al., 2016).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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In the paper
“Within our data, we observed robust cluster-specific expression of multiple TF genes (Figure 4B; Figure 4—figure supplement 1; Figure 3—figure supplement 1–3).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“Clusters MR-4 and cDR have the highest expression level of expression for Chrm1 and Chrm2, encoding muscarinic acetylcholine receptors.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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In the paper
“The two common Cluster 7 markers Tacr3 and Met were both highly concentrated in serotonin neurons under the aqueduct in the cDR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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“TFs associated with neurodevelopmental disorders, such as Npas1 and Npas3 (Erbel-Sieler et al., 2004), are preferentially expressed in DR-6, and Aff2 (Mondal et al., 2012) is enriched within DR-3.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“Corticotropin-releasing hormone (Crh) is highly expressed in the DR-3 cluster but much less everywhere else (7% serotonin neurons).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“The chemokine ligand-12 (Cxcl12) and cadherin-6 (Cdh6) are preferentially expressed in MR-1 and DR-4 clusters, respectively.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“Npas3 is specifically expressed in the DR-6 cluster and is highly correlated with Htr1d, suggesting a critical role of maintaining the characteristics of DR-6 serotonin neurons.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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In the paper
“The majority of the clusters express Slc17a8, which encodes vesicular glutamate transporter-3 (Vglut3). These include almost all serotonin neurons from the cDR, the majority from MR clusters (Domonkos et al., 2016), and DR-3–6 clusters (Figure 1D).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“In contrast to DR, the anatomical organization of the molecular features that define MR clusters is less obvious and different clusters appear more intermingled.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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“Cluster 6 marker Npas1+ was largely excluded from the densest portion of Tph2 expression at the midline and instead was found scattered in the more rostral and ventral portion of the lateral wings.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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“Finally, all serotonin neurons express at least one type of serotonin receptors, with the Gi-coupled Htr1 subfamily in particular Htr1a being the most widely expressed.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“Two MR clusters express Gad2 but not Gad1, and cDR expresses neither.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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In the paper
“Htr1a is highly expressed in the MR-4 cluster, which does not express other serotonin receptors.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“Within the DR, Trh+, Gad1+, and Gad2+ serotonin neurons were mainly located in the dorsal DR, whereas Slc17a8+ (also known as Vglut3, used hereafter) and Syt2+ serotonin neurons were mainly located in the ventral DR and cDR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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“For example, Bcl11a and Bcl11b (also named Ctip1 and Ctip2) (Chen et al., 2008; Wiegreffe et al., 2015) are highly enriched in DR-3 and MR-4, respectively.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“On the other hand, Crhr2, which should be expressed in all DR serotonin neuron clusters except Cluster 1 and 6 (Figure 1D), was localized preferentially near the midline and was absent from the lateral wing.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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“Another neuropeptide receptor enriched cluster is MR-3, expressing Tacr3, cannabinoid receptor 1(Cnr1), somatostatin receptor-1 (Sstr1), prolactin-releasing hormone receptor (Prlhr), and neuromedin B receptor (Nmbr).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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“In the pDR, Vglut3+ serotonin neurons were mainly located ventrally, whereas Gad2+ serotonin neurons were mainly located dorsally, consistent with our previous study (Ren et al., 2018) and the HCR-smFISH results (Figure 2).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
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“Instead, Trh+ serotonin axons project to the anterior and medial hypothalamus, posterior amygdala, and the lateral geniculate nucleus in the thalamus, none of which were targeted by Vglut3+ axons (Figure 6D).”
- Also stated in: § Abstract · plain
“Whole-brain axonal projection mapping revealed that DR serotonin neurons co-expressing vesicular glutamate transporter-3 preferentially innervate the cortex, whereas those co-expressing thyrotropin-releasing hormone innervate subcortical regions in particular the hypothalamus.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
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In the paper
“Two cells had substantial branches to the striatum, and one to the pons (>10% axon length).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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“Complete morphological reconstruction revealed that the projection pattern of individual DR serotonin neurons was highly diverse yet follow some general patterns”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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“two cortex-projecting serotonin neurons also sent substantial branches to the pons (>10% of axon length), and also innervated the cerebellum.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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“subcortical regions primarily in thalamus (zona incerta and medial geniculate) and hypothalamus (anterior and dorsomedial nuclei) were preferentially targeted by Trh+ axons and largely avoided by the Vglut3+ population”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal projections of selected serotonin neuron subpopulations
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In the paper
“None of them had collateralization in the cortical regions.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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“By contrast, Trh+ axons, which originated preferentially from the lateral wing of pDR, were largely absent from these structures.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal projections of selected serotonin neuron subpopulations
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“As predicted, Vglut3+Sert+ GFP cells were mostly located in the ventral pDR (Figure 6B), whereas Trh+Sert+ cells were located in the dorsal pDR (Figure 6C).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
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“this group had the most complex branching pattern, with various combinations of target regions”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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“Notable examples include anterior bed nucleus of stria terminalis (BNST), posterior amygdala, and globus pallidus external segment (GPe) in Trh+ projections, as well as the lateral central amygdala (CeA) and dentate nucleus of the cerebellum for Vglut3+ projections.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal projections of selected serotonin neuron subpopulations
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“Axons from both populations followed similar initial trajectories and were observed in shared structures along the length of the median forebrain bundle (Figure 7C,D; Figure 7—figure supplements 1–3; Figure 7—Video 1).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal projections of selected serotonin neuron subpopulations
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“One cell had substantial branches to the cortical regions and two to the hypothalamus.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
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In the paper
“individual brains from the same genotype exhibit considerable variation in total axons labeled (Figure 7E top) and in detailed projection patterns”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal projections of selected serotonin neuron subpopulations
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In the paper
“serotonin neurons from DR-1–3 clusters are preferentially localized in dorsal pDR, whereas those from DR-4–6 in ventral pDR, with DR-6 neurons preferentially localized to the ventral lateral wings.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
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In the paper
“Comparing marker genes enriched in R1–R3-derived serotonin neurons from Okaty et al. and MR-1–MR-4 transcriptomic clusters from our current study (Figure 3—figure supplement 4) indeed suggests an approximate correspondence: R1-derived serotonin neurons correspond to our MR-1 cluster, R2 to MR-4 cluster, and R3 to both MR-2 and MR-3 clusters.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Okaty et al., 2015 source
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“The cortical-projecting serotonin neurons can have elaborate arborization patterns across multiple cortical areas (e.g., Figure 8—figure supplement 1C) and the longest total axon lengths per cell (Figure 8H).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Insights from single-cell reconstruction
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In the paper
“Using viral-genetic intersectional approaches to access specifically Vglut3+ pDR serotonin neurons in combination with staining in histological sections (Figure 6) and iDISCO-based whole brain imaging (Figure 7), we found that these neurons project profusely to cover much of the neocortex, as well as the olfactory bulb, cortical amygdala, and lateral hypothalamus.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“All cDR serotonin neurons co-express Vglut3, and express several unique markers (Figure 3—figure supplement 2).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
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In the paper
“Our transcriptome data suggest that each DR/MR serotonin neuron type can be distinguished from others by the expression of two marker genes (Figure 1D; Figure 3—figure supplement 1–3), supporting the view that neuronal subtypes are generally specified by unique combination of genes rather than single genes (Li et al., 2017).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
What the sources say
- Not checked yetcites Li et al., 2017
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our single-cell transcriptomic analysis indicated that serotonin neurons in the cDR are strikingly homogenous and profoundly different from both the pDR and MR at the molecular level (Figure 1, Figure 4, Figure 4—figure supplement 1).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Based on tissue source from which scRNA-seq data was collected and fluorescent in situ hybridization using transcriptomic cluster markers, we were able to assign six types to principal DR (pDR), one type to caudal DR (cDR), and four types to MR (Figure 3).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We found that Trh+ serotonin neurons predominantly project to subcortical regions, most notably anterior and medial nuclei of the hypothalamus and several thalamic nuclei, a pattern mostly complementary to the Vglut3+ population (Figures 6–7, Figure 7—Video 1).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
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In the paper
“By contrast, we could not discern obvious difference in spatial distributions among the four MR types, despite the fact that MR serotonin neurons have heterogenous developmental origin (Jensen et al., 2008).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Jensen et al., 2008 source
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The rest of the DR serotonin neurons were divided into thalamus-projecting and brainstem/cerebellum-projecting groups based on the highest density of axons (Figure 8—figure supplement 3B,C), one of which likely projecting to the spinal cord (brain 36) as previously reported (Bowker et al., 1981; Bowker et al., 1982).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
What the sources say
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“As a specific example, most forebrain-projecting DR serotonin neurons pass through the lateral hypothalamus to reach their targets; it is thus difficult to determine whether axons in the lateral hypothalamus play a local function.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Insights from single-cell reconstruction
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“One cell had axons that were almost equally distributed in the bed nucleus of stria terminalis (BNST), basal lateral amygdala, basal medial amygdala, and medial amygdala (MeA), and had substantial branches to the hypothalamus (>10% axon length).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
Strength:plain· not yet calibratedSingle caseTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Gene expression patterns of specific serotonin neuron clusters can in principle allow genetic access to these specific subpopulations for anatomical tracing, physiological recording, and functional perturbation (Luo et al., 2018).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
What the sources say
- Not checked yetcites Luo et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In summary, our HCR-smFISH experiments support the notion that Clusters 1–6 correspond to pDR serotonin neurons, Cluster 7 corresponds to cDR serotonin neurons, and Clusters 8–11 correspond to MR serotonin neurons.”
- Also stated in: § Abstract · plain
“Systematic in situ hybridization mapped specific clusters to the principal DR, caudal DR, or MR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
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- Also stated in: § Abstract · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In summary, the DR and MR serotonin neurons have diverse expression pattern of neuropeptide receptors, indicating that they are subject to complex modulation by a host of neuropeptides.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
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In the paper
“It has been reported that vesicular monoamine transporters (Slc8a1 for Vmat1; Slc8a2 for Vmat2) can transport GABA into synaptic vesicles (Stensrud et al., 2014), and virtually all serotonin neurons expressed Vmat2 (Figure 1—figure supplement 1D; Figure 4A left).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
What the sources say
- Not checked yetcites Stensrud et al., 2014 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These data suggest that Clusters 1–3 correspond to the dorsal DR and Cluster 4–6 to the ventral DR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Based on our scRNA-seq and HCR-smFISH results, the Vglut3+ and Trh+ pDR serotonin neurons consist of largely complementary cell types at the transcriptomic level and have a distinct distribution along the dorsal–ventral axis in the pDR.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Anti-Tph2 staining on the brain slices containing pDR showed that 98.5% GFP+ neurons are Tph2+ and 100% Tph2+ neurons are GFP+ (Figure 5B).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“However, DR and MR contain not only serotonin neurons but also GABAergic and glutamatergic neurons that do not express Tph2 (and hence do not release serotonin), some of which may project to the same target regions (McDevitt et al., 2014).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Viral-genetic tools to access different serotonin neuron subtypes
What the sources say
- Not checked yetcites McDevitt et al., 2014 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Transcription factors (TFs) have been shown to be the best molecular feature for cell type definition (Schaum et al., 2018).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Molecular properties of MR and DR serotonin neurons
What the sources say
- Not checked yetcites Schaum et al., 2018 source
Strength:boosted· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, these observations support the anatomical breakdown suggested by the dissection of primary tissue, and additionally provide a more granular and detailed description about finer boundaries.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Anatomical organization of transcriptomically defined serotonin clusters
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“DR serotonin neurons derive entirely from rhombomere 1 of the developing mouse brain, whereas MR serotonin neurons derive predominantly from rhombomeres 1, 2, and 3 (Alonso et al., 2013; Bang et al., 2012; Jensen et al., 2008).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Evidence has suggested that the DR and MR serotonin systems differ in developmental origin, connectivity, physiology, and behavioral function (Alonso et al., 2013; Calizo et al., 2011; Okaty et al., 2019).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The MR serotonin neurons project to structures near the midline, whereas the DR serotonin neurons target more lateral regions (Jacobs and Azmitia, 1992; Muzerelle et al., 2016; Vertes, 1991; Vertes et al., 1999).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Groups B1–B3 are located in the medulla and provide descending serotonergic innervation to the spinal cord and other parts of the medulla. Groups B4–B9 are located in the pons and midbrain, including the dorsal raphe (DR; groups B6 and B7) and median raphe (MR; groups B5 and B8) nucleus, and provide ascending innervation to the forebrain and midbrain.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
- Not checked yetcites Dahlström and Fuxe, 1964
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“As a specific example, we recently found that DR serotonin neurons that project to frontal cortex and amygdala constitute two sub-systems with distinct cell body locations, axonal collateralization patterns, biased inputs, physiological response properties, and behavioral functions (Ren et al., 2018).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
- Not checked yetcites Ren et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“In neural circuits where cell types have been well studied by anatomical and physiological methods, there is an excellent correspondence between cell types defined by transcriptomes and the classical methods (Li et al., 2017; Shekhar et al., 2016).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
- Not checked yetcites Li et al., 2017
- Not checked yetcites Shekhar et al., 2016 source
Strength:boosted· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Serotonin neurons in the central nervous system are spatially clustered in the brainstem, originally designated as groups B1–B9 (Dahlström and Fuxe, 1964).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Introduction
What the sources say
- Not checked yetcites Dahlström and Fuxe, 1964
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Collectively,~12,000 serotonin neurons from the DR and MR in mice (~0.015% of all CNS neurons) innervate the entire forebrain (Ishimura et al., 1988) and modulate diverse physiological and behavioral functions.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion
What the sources say
- Not checked yetcites Ishimura et al., 1988 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“The MR serotonin neurons derive from three separate rhombomeres (R1–R3), and Okaty et al. sampled these three populations separately, allowing us to ask the question of whether developmental origins correspond to transcriptomic clusters in adult.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Okaty et al., 2015 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“By searching Allen Brain Institute development brain database and using multiplex fluorescent in situ hybridization (ML-FISH), Kast et al. (2017) found that the cDR expressed distinct gene markers comparing to pDR, and tracing from these neurons showed cDR was different from the MR and DR in efferent innervation.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Kast et al., 2017 source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“The cDR has been suggested to be more similar to the MR than to the pDR in afferent innervation (Commons, 2015).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Commons, 2015 source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“In our previous study, we characterized two projection-defined parallel DR serotonin sub-systems.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
What the sources say
- Not checked yetcites Ren et al., 2018 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“We found that serotonin neurons that project to the orbitofrontal cortex (OFC) and central amygdala (CeA) differ in input and output patterns, physiological response properties, and behavioral functions (Ren et al., 2018).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
What the sources say
- Not checked yetcites Ren et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Compared to droplet-based platform of the two studies, our FACS-based scRNA-seq platform allowed more sequencing depth per cell (Figure 1—figure supplement 1B) and sequencing larger number of cells, accounting for our finer classification of transcriptomic types of serotonin neurons.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, our single-cell reconstruction of DR serotonin neurons revealed many more than six branching patterns (e.g., Figure 8G), indicating that there must be diverse collateralization patterns even within the same transcriptomic cluster, and highlighting the complexity of individual serotonin neuron projections.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Insights from single-cell reconstruction
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“These data support and extend our previous finding (Ren et al., 2018) for the preferential ventral pDR location of Vglut3+ serotonin neurons, which is highly expressed in DR-4 and DR-5 clusters.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Ren et al., 2018 source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Because DR serotonin neurons derive exclusively from rhombomere 1 (R1), and the single-cell RNA-seq data was obtained from just 8 cells, the Okaty et al. dataset is limited in providing information about heterogeneity within DR serotonin neurons.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and cell body distribution
What the sources say
- Not checked yetcites Okaty et al., 2015 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Forebrain-projecting serotonin neurons have been estimated to have very long axons based on the total serotonin fiber density and number of serotonin neurons (Wu et al., 2014).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Results > Whole-brain axonal arborization patterns of individual serotonin neurons
What the sources say
- Not checked yetcites Wu et al., 2014
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Given that CeA-projecting DR serotonin neurons do not innervate most of the hypothalamus (Ren et al., 2018), and Trh+ serotonin neurons only partially innervate CeA, these two populations are at most partially overlapping.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Relationship between molecular identity and projection-defined serotonin sub-systems
What the sources say
- Not checked yetcites Ren et al., 2018 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“For example, several studies have reported that subgroups of serotonin neurons in the MR and DR express Vglut3 and indeed, subsequent slice recording confirmed that serotonin terminals can co-release glutamate and serotonin (Domonkos et al., 2016; Liu et al., 2014; Ren et al., 2018; Sengupta et al., 2017; Varga et al., 2009; Wang et al., 2019).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
What the sources say
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We have shown that the molecular features of these distinct serotonin groups reflect their anatomical organization and provide tools for future exploration of the full projection map of molecularly defined serotonin groups.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“While the reported projection and arborization complexity of individual DR neurons appear qualitatively similar to our findings, these studies cannot be directly compared because the Gagnon and Parent study did not validate the serotonin identity of individually traced DR neurons, which could include Tph2-negative long-distance projecting GABAergic and glutamatergic neurons (Bang and Commons, 2012”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Insights from single-cell reconstruction
What the sources say
- Not checked yetcites Gagnon and Parent, 2014
- Not checked yetcites Bang and Commons, 2012
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“which suggests that these serotonin neurons use glutamate as co-transmitter in their cortical targets, and are in turn modulated by corticotropin-releasing hormone and neuropeptide Y.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Our previous study suggests that DR serotonin sub-systems have biased input but segregated output (Ren et al., 2018).”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
What the sources say
- Not checked yetcites Ren et al., 2018 source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In conclusion, our comprehensive transcriptomic dataset and identification of 11 distinct groups of the DR and MR serotonin neurons have revealed the molecular heterogeneity of the forebrain-projecting serotonin system.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“All procedures followed animal care and biosafety guidelines approved by Stanford University’s Administrative Panel on Laboratory Animal Care and Administrative Panel of Biosafety in accordance with NIH guidelines.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Materials and methods > Animals
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“The reconstructed neurons were checked by one another person.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Materials and methods > Single Cell Reconstruction
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The molecular architecture of serotonin system lays the foundation for integrating anatomical, neurochemical, physiological, and behavioral functions.”
§ Single-cell transcriptomes and whole-brain projections of serotonin neurons in the mouse dorsal and median raphe nuclei > Discussion > Integrating multiple features within individual serotonin sub-systems
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
The paper relies on this without support.
The heterogeneity of DR and MR serotonin neurons must be reflected at the molecular level.
“Ultimately, the heterogeneity of DR and MR serotonin neurons must be reflected at the molecular level.”
The paper relies on this without support.
The DR contains approximately 9000 serotonin neurons.
“our study is still limited by the scope (50 reconstructed cells out of 9000 DR serotonin neurons).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Those in the dorsal raphe project widely throughout the cortex and increase or decrease their activity to reward and punish, respectively.76,78”
From Synaptic and circuit functions of multitransmitter neurons in the mammalian brain (2023) · cites this paper as [76]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Vglut3 is assigned two different gene symbols
MinorThe results identify Vglut3 as Slc17a8, but the Animals section calls the Vglut3-Cre line Slc18a8-Cre.
“Slc17a8+ (also known as Vglut3, used hereafter)”
“The Vglut3-Cre (also known as Slc18a8-Cre; JAX Strain 18147)”
Citations
Cites
STAR: ultrafast universal RNA-seq aligner
Dobin, A., Davis, C. A., Schlesinger, F., Drenkow, J., Zaleski, C., Jha, S., Batut, P., Chaisson, M., & Gingeras, T. R. (2013) · Bioinformatics · doi:10.1093/bioinformatics/bts635 · Cited by 51,709
HTSeq—a Python framework to work with high-throughput sequencing data
Anders, S., Pyl, P. T., & Huber, W. (2015) · Bioinformatics · doi:10.1093/bioinformatics/btu638 · Cited by 21,464 · cited 1×
“2 (Anders et al., 2015) with default parameters, except ‘stranded’ was set to ‘false’, and ‘mode’ was set to ‘intersection-nonempty’.”
Comprehensive Integration of Single-Cell Data
Stuart, T., Butler, A., Hoffman, P., Hafemeister, C., Papalexi, E., Mauck, W. M., Hao, Y., Stoeckius, M., Smibert, P., & Satija, R. (2019) · Cell · doi:10.1016/j.cell.2019.05.031 · Cited by 15,453
Integrating single-cell transcriptomic data across different conditions, technologies, and species
Butler, A., Hoffman, P., Smibert, P., Papalexi, E., & Satija, R. (2018) · Nature Biotechnology · doi:10.1038/nbt.4096 · Cited by 13,174
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Çiçek, Ö., Abdulkadir, A., Lienkamp, S. S., Brox, T., & Ronneberger, O. (2016) · Lecture Notes in Computer Science · doi:10.1007/978-3-319-46723-8_49 · Cited by 7,945
Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets.
Macosko, E. Z., Basu, A., Satija, R., Nemesh, J., Shekhar, K., Goldman, M., Tirosh, I., Bialas, A. R., Kamitaki, N., Martersteck, E. M., et al. (2015) · Cell · doi:10.1016/j.cell.2015.05.002 · Cited by 7,110
A robust and high-throughput Cre reporting and characterization system for the whole mouse brain
Madisen, L., Zwingman, T. A., Sunkin, S. M., Oh, S. W., Zariwala, H. A., Gu, H., Ng, L. L., Palmiter, R. D., Hawrylycz, M. J., Jones, A. R., et al. (2010) · Nature Neuroscience · doi:10.1038/nn.2467 · Cited by 6,907 · cited 3×
“The Ai14 tdTomato Cre reporter mice (JAX Strain 7914) Ren et al. eLife 2019;8:e49424.”
BackgroundInfluentialFull-length RNA-seq from single cells using Smart-seq2
Picelli, S., Faridani, O. R., Björklund, Å. K., Winberg, G., Sagasser, S., & Sandberg, R. (2014) · Nature Protocols · doi:10.1038/nprot.2014.006 · Cited by 4,137 · cited 1×
“cDNA synthesis and library preparation were performed using the Smart-seq2 protocol (Picelli et al., 2014).”
MethodCell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq
Zeisel, A., Muñoz-Manchado, A. B., Codeluppi, S., Lönnerberg, P., La Manno, G., Juréus, A., Marques, S., Munguba, H., He, L., Betsholtz, C., et al. (2015) · Science · doi:10.1126/science.aaa1934 · Cited by 3,124 · cited 1×
“…powerful tool for unbiased identification of transcriptomic cell types in the brain (Darmanis et al., 2015; Li et al., 2017; Mickelsen et al., 2019; Rosenberg et al., 2018; Saunders et al., 2018; Tasic et al., 2016; Tasic et al., 2018; Welch et al., 2019; Zeisel et al., 2018; Zeisel et al., 2015).”
MethodSingle-cell transcriptomics of 20 mouse organs creates a Tabula Muris
The Tabula Muris Consortium, coordination, O., coordination, L., processing, O. C. A., sequencing, L. P. A., analysis, C. D., annotation, C. T., Writing group, Supplemental text writing group, & Principal investigators (2018) · Nature · doi:10.1038/s41586-018-0590-4 · Cited by 2,842 · cited 3×
“Transcription factors Transcription factors (TFs) have been shown to be the best molecular feature for cell type definition (Schaum et al., 2018).”
BackgroundMethodInfluential
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2 of the 97 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Çiçek, 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016. MICCAI 2016. Lecture Notes in Computer Science, 9901
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Items 201–300 of 302
The role of dorsal raphe nucleus neuropeptides in reward and aversion
Braden, K., & Castro, D. C. (2025) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2025.1553470 · Cited by 4
“…again proven limited with the majority using chemical or genetic manipulations to select for only serotonergic cells in their downstream analyses of neurotransmitter expression (Okaty et al., 2020; Ren et al., 2019), rather than considering other neuronal cell types that are present in the DRN.”
Yogesh, B., & Keller, G. B. (2025) · Peer Community Journal · doi:10.24072/pcjournal.592 · Cited by 5
The lateral habenula as a master regulator of innate and learned social behaviors
Dodis, G. E., Choi, S., & Flanigan, M. E. (2025) · Psychopharmacology · doi:10.1007/s00213-025-06911-x · Cited by 3
“The LHb both directly excites serotonin neurons in the DR as well as indirectly inhibits them through di-synaptic connections with local DR inhibitory neurons (Pollak Dorocic et al. 2014; Ren et al. 2019; Okaty et al. 2020).”
Hsu, T.-T., Chen, C.-P., Lin, M.-H., Hung, T.-E., Huang, T., Wang, C.-Y., & Hsueh, Y. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03340-2 · Cited by 3
Serotonin modulates nucleus accumbens circuits to suppress aggression in mice
Zhang, Z., Touponse, G. C., Alderman, P. J., Yassine, T. A., Pomrenze, M. B., Harris, T., Shank, A. N., Malenka, R. C., & Eshel, N. (2026) · Nature Communications · doi:10.1038/s41467-026-69254-x · Cited by 4
“DR serotonin neurons can co-express gene markers associated with glutamatergic or GABAergic transmission, or both 41,42 .”
Varga, Z. K., Golla, A., & Kermen, F. (2026) · Communications Biology · doi:10.1038/s42003-026-09855-w · Cited by 3
McCoy, K., Reed, F. M., Conn, K., & Foldi, C. J. (2025) · Physiology & Behavior · doi:10.1016/j.physbeh.2025.114957 · Cited by 3
“DRN 5-HT neurons have been shown to innervate regions integral to both reward processing and executive function such as the PFC, NAc and VTA [110] and also receive direct input from various brain regions including; GABAergic innervation from the VTA [71] and NAc [103] and glutamatergic innervation…”
Ultrabright chemical labeling enables rapid neural connectivity profiling in large tissue samples
Zhong, S., Zhang, X., Gao, X., Li, Z., Huang, L., Guo, Q., Gong, R., Ren, J., Luo, M., & Lin, R. (2025) · Neuron · doi:10.1016/j.neuron.2025.08.022 · Cited by 5
Self-citationMurillo‐Rodríguez, E., Arankowsky‐Sandoval, G., Budde, H., Imperatori, C., Machado, S. E. D. C., Yamamoto, T., Yadollahpour, A., & Torterolo, P. (2021) · European Journal of Neuroscience · doi:10.1111/ejn.15409 · Cited by 3
“There are two non-exclusive explanations for these findings: (i) OEA and PEA might activate PPARα on cholinergic neurons placed in the basal forebrain and the mesopontine serotoninergic neurons that project towards the basal forebrain (Morin & Meyer-Bernstein, 1999; Ren et al., 2019).”
Barettino, C., Ballesteros-Gonzalez, Á., Aylón, A., Soler-Sanchis, X., Ortí, L., Díaz, S., Reillo, I., García-García, F., Iborra, F. J., Lai, C., et al. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.770458 · Cited by 3
“Next, we aimed to better characterize the molecular identity of adult ErbB4+ serotonergic neurons taking advantage of transcriptomic data from recent single cell RNAseq of adult Sert and/or Pet1-expressing serotonergic neurons (Okaty et al., 2020; Ren et al., 2019).”
BackgroundMethodInfluentialNiitani, K., Nishida, R., Futami, Y., Nishitani, N., Deyama, S., & Kaneda, K. (2024) · Neuropharmacology · doi:10.1016/j.neuropharm.2024.110181 · Cited by 3
Serotonergic inhibition of responding for conditioned but not primary reinforcers
McDevitt, R. A., Marino, R. A. M., Tejeda, H. A., & Bonci, A. (2021) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2021.173186 · Cited by 3
Friedmann, D., Gonzalez, X., Moses, A. M., Watts, T., Degleris, A., Ticea, N., Song, J. H., Datta, S. R., Linderman, S. W., & Luo, L. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.08.02.606282 · Cited by 4
“…illustrate the effect of serotonin modulation on highly specific brain regions, consistent with the highly specific collateralization patterns of subpopulations of serotonin neurons 42,44 , and suggest that differential serotonin modulation can be used as a means to subdivide brain regions.”
Self-citationNovel insights into the mechanisms of growth cone dynamics during axon pathfinding
Pérez-Ferrer, I., & Herrera, E. (2025) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2025.103073 · Cited by 2
García-Verdugo, M., Rodríguez-Martín, P., Gustincich, S., Lanciego, J. L., Murer, M. G., Jercog, P. E., & Moratalla, R. (2025) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.107173 · Cited by 2
Köse, B., Özkan, M., Güneş, Y. C., Algın, O., & Çavdar, S. (2026) · Hearing Research · doi:10.1016/j.heares.2026.109538 · Cited by 2
Neurodevelopmental effects of early life stress: PFC and cognition
Rachmany, L., Abreu, F. F., Walker, V., O'Neill, O. S., Sargin, D., & Teixeira, C. M. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106663 · Cited by 5
Robust serotonin activation of the kisspeptin GnRH pulse generator in male and female mice
Morris, P. G., Liu, X., Birt, E., Vas, S., Ruiz-Cruz, M., Schafer, D. M., McQuillan, H. J., & Herbison, A. E. (2026) · Endocrinology · doi:10.1210/endocr/bqag034 · Cited by 2
“The precise identity of the raphe subpopulation innervating the ARN KISS neurons is not known but approximately 5% of dorsal raphe serotonin neurons innervate the ARN (31) and these cells are likely to be part of the subtype co-expressing GABA and thyrotropin-releasing hormone (32).”
Chen, R., Nie, P., Wang, J., & Wang, G. (2024) · Wiley Interdisciplinary Reviews - RNA · doi:10.1002/wrna.1865 · Cited by 3
“Different cell types may play roles in various parts of the network (Poirazi et al., 2003; Ren et al., 2019; Tran et al., 2021; Yuste, 2015).”
Payet, J. M., Baratta, M. V., Christianson, J. P., Lowry, C. A., & Hale, M. W. (2025) · Neuropharmacology · doi:10.1016/j.neuropharm.2025.110406 · Cited by 2
“Serotonergic neurons originating from the DR send projections along the whole extent of the IC, and particularly the granular division (Linley et al., 2013; Ren et al., 2019).”
Reciprocal lateral hypothalamic and raphé GABAergic projections promote wakefulnessPreprint
Gazea, M., Furdan, S., Sere, P., Oesch, L., Molnár, B., Giovanni, G. D., Fenno, L. E., Ramakrishnan, C., Mattis, J., Deisseroth, K. A., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.11.04.367722 · Cited by 3
Trofimova, I. N. (2022) · Reviews in the Neurosciences · doi:10.1515/revneuro-2022-0120 · Cited by 1
“…be done, but several remarkable studies have shown already that NT receptors are not evenly distributed in the brain (Delay-Goyet et al. 1987; Goulas et al. 2021; Hamel and Beaudet 1984; Lena et al. 1999; Mansour et al. 1987; Peckys and Landwehrmeyer 1999; Ren et al. 2019; Sharif and Hughes 1989).”
BackgroundRole of Magnetic Nanomaterials in Biotechnological Applications
Mohapatra, S. D., Senapati, S., Giri, J., Bhattacharya, A., Dash, M., Bastia, T. K., Rath, P., & Panda, A. K. (2024) · Nanostructure science and technology · doi:10.1007/978-3-031-44599-6_15 · Cited by 1
Janušonis, S., Metzler, R., & Vojta, T. (2025) · Frontiers in Neuroscience · doi:10.3389/fnins.2025.1602116 · Cited by 1
“Recent single-cell RNA-seq studies have revealed an enormous transcriptional diversity of serotonergic neurons (Okaty et al., 2019; Ren et al., 2019; Okaty et al., 2020).”
Brain Monoamine Deficits in the CD Mouse Model of Williams–Beuren Syndrome
Aman, C., Gréa, H., Rousseau, A., Allain, A., Pietropaolo, S., Deurwaerdère, P. D., & Lemaire, V. (2025) · Biomolecules · doi:10.3390/biom15101382 · Cited by 1
“The anatomical data suggest some kind of specificity of the distribution of 5-HT neurons and their projections [28–30], but the neurons that innervate the hypothalamus are also innervating other brain regions we sampled.”
Context-dependent serotonin signaling links dietary quality to foraging decisions
Feng, L., Marquina-Solis, J., Yue, L., Harnagel, A., Greenfeld, Y., & Bargmann, C. I. (2025) · Nature Communications · doi:10.1038/s41467-025-65491-8 · Cited by 15
“Understanding information fl ow requires detailed identi fi cation of the functional connections between serotonin-and serotonin-receptor expressing neurons in speci fi c behavioral contexts 35 – 37 .”
Causal links between serotonin dynamics and cued fear learning: evidence from experimental studies
Badripour, A., & Kim, T. (2026) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2026.1750926 · Cited by 1
Dorsal Raphe Revisited: A Systems Neuroscience Lens on Psychedelic Drug Action
Kwan, A. C. (2026) · Psychedelic Medicine · doi:10.1177/28314425261429232 · Cited by 1
“Advances in genomics and transcriptomics have clari fi ed the full complement of 5-HT receptor subtypes 62 and revealed that serotonergic and GABAergic neurons in the mouse dorsal raphe preferentially express 5-HT 1A and 5-HT 2C receptors, respectively 63,64 (Fig.”
Bidirectional interactions between neuromodulatory systems and the cerebellum in brain function
Kim, T., Park, H., Jun, S., Park, J., Yamamoto, Y., & Tanaka, K. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106716 · Cited by 1
Srivastava, A., Waghade, A. M., Sahoo, D., Divyajyoti, S., Patil, A., Chattopadhyay, A., Kokare, D. M., & Singru, P. S. (2026) · Neuropharmacology · doi:10.1016/j.neuropharm.2026.111091 · Cited by 1
Sex-sensitive serotonergic signaling in psychedelic pharmacology
Nasini, S., Barzon, B., Casile, A., Richardson, B., Gobbi, G., & Comai, S. (2026) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2026.07.006 · Cited by 1
Architecture of the serotonergic projectome in the mouse brain
Song, J. H., Friedmann, D., Wu, Y., Moses, A., Baruni, J., Yuan, Y., Rana, I., Zhao, K., Sten, T. H., Wang, Q., et al. (2026) · Cell · doi:10.1016/j.cell.2026.08.022 · Cited by 1
Self-citationDiff-ATAC-STARR-Seq: A Method for Genome-Wide Functional Screening of Enhancer Activity in Vivo
Nagayasu, K., Andoh, C., Shirakawa, H., & Kaneko, S. (2022) · Biological and Pharmaceutical Bulletin · doi:10.1248/bpb.b22-00400 · Cited by 1
A pipeline for identification and validation of brain targets for weight loss
Tsang, A. H. K., & Blouet, C. (2023) · Nature Reviews Endocrinology · doi:10.1038/s41574-023-00803-w · Cited by 1
“Excitingly, several reports indicate strong molecular, neuroanatomical and functional segregation of DRN neurons [3, 5], opening the possibility of refined targeting of DRN populations with minimal off-target effects.”
Lentoor, A. G., & Motsamai, T. B. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e23007 · Cited by 1
“The blood-brain barrier (BBB) disruption, DNA damage, oxidative stress, and the ensuing inflammatory response, altered neurotransmission, and hormone alterations are only a few of the many mechanistic hypotheses that have been investigated [5,6].”
BackgroundShibayama, K., Nakajo, H., Tanimoto, Y., Kakinuma, H., Shiraki, T., Tsuboi, T., & Okamoto, H. (2024) · Neuroscience Research · doi:10.1016/j.neures.2024.03.001 · Cited by 1
“In mammals, there are multiple subtypes of median raphe serotonergic neurons depending on the differences in gene expression and neural activity (Luchetti et al., 2020; Ren et al., 2019).”
BackgroundDip2a regulates stress susceptibility in the basolateral amygdala
Li, J., He, Z., Chai, W., Tian, M., Yu, H., He, X., & Zhu, X. (2024) · Neural Regeneration Research · doi:10.4103/nrr.nrr-d-23-01871 · Cited by 1
“These datasets were previously published by Ren et al., (2019) and O’Leary et al. (2020), respectively.”
Monoamine Neurotransmission and Toxicity
Moyano, P. M., & Pino, J. D. (2024) · Royal Society of Chemistry eBooks · doi:10.1039/9781839165795-00255 · Cited by 1
Kolling, L. J., Chimenti, M. S., & Marcinkiewcz, C. A. (2024) · Journal of Alzheimer s Disease · doi:10.1177/13872877241299119 · Cited by 1
“24,66,67 Visium clustering of the dorsal raphe nucleus is consistent with functionally-distinct subregions Others have found that the DRN is spatially organized into functionally-distinct subregions, 42,43,68 so we sought to determine a similar transcriptionally-de fi ned organization.”
Araragi, N., Petermann, M., Mototaka Suzuki, A., Larkum, M. E., Mosienko, V., Bäder, M., Alenina, N. V., & Klempin, F. (2025) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.4c00771 · Cited by 1
The NonHuman Primate Neuroimaging & Neuroanatomy ProjectPreprint
Hayashi, T., Hou, Y., Glasser, M. F., Autio, J. A., Knoblauch, K., Inoue‐Murayama, M., Coalson, T., Yacoub, E. S., Smith, S. M., Kennedy, H., et al. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2010.00308 · Cited by 2
“Ideally, this type of neuroimaging-based parcellation strategy would be combined with one based on postmortem architectonics, including cytoarchitecture, chemoarchitecture (Zilles and Amunts, 2009), cells (Murakami et al., 2018; Ren et al., 2019), gene expression (Shimogori et al.”
MethodHamada, H. T., Abe, Y., Takata, N., Taira, M., Tanaka, K. F., & Doya, K. (2022) · Research Square · doi:10.21203/rs.3.rs-1958666/v1 · Cited by 1
A brain circuit and neuronal mechanism for decoding and adapting to change in daylengthPreprint
Maddaloni, G., Chang, Y., Senft, R., & Dymecki, S. M. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.09.11.557218 · Cited by 1
“Because serotonergic axons typically collateralize to multiple brain regions 33–35 , we explored the innervation profile specifically of the mr En1-Pet1 →SCN neuron subgroup.”
Haiman, J. H., Mays, K. C., Roostaeyan, H. A., Elyasi, N., & Janušonis, S. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.11.25.568688 · Cited by 1
“They may instead reflect individually-specific transcriptome programs of the corresponding somata, 1,30,31 the individual age of the segments, 41 or their unique individual history (e.g., a certain appearance may be induced a physical obstacle resisting fiber extension and may persist for some time…”
BackgroundWeber, L. M., Divecha, H. R., Tran, M. N., Kwon, S. H., Spangler, A., Montgomery, K. D., Tippani, M., Bharadwaj, R. A., Kleinman, J. E., Page, S. C., et al. (2023) · eLife · doi:10.7554/elife.84628.2 · Cited by 1
Serotonin system development and adult function are regulated by GDNFPreprint
Garton, D. R., Runneberger, I., Casserly, L., Schorling, T., Montaño-Rodriguez, A., Iivananen, V., Kopra, J. J., Mätlik, K., Fagerström‐Billai, F., Damdimopoulos, A. E., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.11.627811 · Cited by 1
Shared Alteration of Whole-Brain Connectivity and Olfactory Deficits in Multiple Autism Mouse ModelsPreprint
Hsu, T., Chen, C.-P., Lin, M.-H., Huang, T., Wang, C.-Y., Lee, C.-M., Chen, B., Wang, C.-Y., & Hsueh, Y. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.02.02.636175 · Cited by 1
Hyperactivity of the Amygdala Mediates Depressive-Like Phenotypes and Decreased Serotonin ReleasePreprint
Kim, K., Lai, Y., Gao, Q., Wang, H., Ying, K. T., Asim, M., & He, J. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.03.10.642393 · Cited by 1
“The dorsal raphe nucleus (DRN) is a primary source of serotonin (5-HT) and projects to various brain regions (Lesch & Waider, 2012; Ren et al., 2019).”
Concerted actions of distinct serotonin neurons orchestrate female pup care behaviorPreprint
Xiao, S. A., Chen, C. C., Horvath, P. M., Tsai, V. S., Cardenas, V. M., Biderman, D., Deng, F., Li, Y., Linderman, S. W., Dulac, C. G., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.31.667987 · Cited by 1
“Individual serotonin neurons often collateralize to multiple brain regions 18,19,46,47 .”
Self-citationHyperexcitability of female serotonin neurons underlies sex-specific anxiety responsesPreprint
Pizzoccaro, L., van der Veldt, S., Henderson, F. J., Simard, A.-S., Perreault, F., Fortin‐Houde, J., Lalot, E., Ducharme, G., & Amilhon, B. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.08.17.670715 · Cited by 3
Mich, J. K., Sunil, S., Johansen, N., Martinez, R. A., Liu, J., Gore, B. B., Mahoney, J. T., Leytze, M., Ben‐Simon, Y., Bertagnolli, D., et al. (2025) · eLife · doi:10.7554/elife.108640.1 · Cited by 1
Mich, J. K., Sunil, S., Johansen, N., Martinez, R. A., Liu, J., Gore, B. B., Mahoney, J. T., Leytze, M., Ben‐Simon, Y., Bertagnolli, D., et al. (2025) · eLife · doi:10.7554/elife.108640 · Cited by 1
Organization, development, and plasticity of the serotonergic dorsal raphe nucleus projectomePreprint
Jiménez-Fernández, L., Varga, Z. K., Thurner, K., & Kermen, F. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.04.709518 · Cited by 2
“In mice, a pioneer study leveraged genetic intersectional strategies to sparsely label and reconstruct the whole-brain projections of single serotonergic neurons 10 .”
Topographical Organization of M-Current on Dorsal and Median Raphe Serotonergic Neurons
Bayasgalan, T., Csemer, A., Kovács, A., Pocsai, K., & Pál, B. Z. (2021) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2021.614947
Cerebellar Circuitry of Tremor
Pan, M., & Kuo, S. (2021) · Contemporary clinical neuroscience · doi:10.1007/978-3-030-75817-2_27
Herrera, E., & Escalante, A. (2020) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.737865369.793579549
Serotonergic fast lane from taste detection to preparatory digestive actions
Wang, T., Pool, A., & Oka, Y. (2022) · Neuron · doi:10.1016/j.neuron.2022.02.023
Faculty Opinions recommendation of A genetically encoded sensor for measuring serotonin dynamics.
Knöpfel, T. (2021) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.739874841.793585307
Kuil, L. E., Kakiailatu, N. J. M., Windster, J. D., Bindels, E. M., Zink, J., van der Zee, G., Hofstra, R. M. W., Shepherd, I. T., Melotte, V., & Alves, M. M. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4198508
Weber, L. M., Divecha, H. R., Tran, M. N., Kwon, S. H., Spangler, A., Montgomery, K. D., Tippani, M., Bharadwaj, R. A., Kleinman, J. E., Page, S. C., et al. (2023) · eLife · doi:10.7554/elife.84628.1.sa0
Oka, A., Hadano, S., Ueda, M. T., Nakagawa, S., Komaki, G., & Ando, T. (2023) · medRxiv · doi:10.1101/2023.08.24.23294455
“serotoninergic neuron of [30] and plays important roles in controlling serotonergic neuronal activity 4 [31].”
The Effective Role of Nano Selenium and Probiotic in Reducing Ochratoxicosis in Rats
Younis, E., Hassan, M., Mehanny, P. E., El-Monsef, A. A., Laz, E., & Mansour, M. (2023) · Damanhour Journal of Veterinary Sciences · doi:10.21608/djvs.2023.238564.1122
Integrative Research of Neuropharmacology and Informatics Pharmacology for Mental Disorder
Nagayasu, K. (2024) · Biological and Pharmaceutical Bulletin · doi:10.1248/bpb.b23-00926
Reimagining Cortical Connectivity by Deconstructing Its Molecular Logic into Building BlocksPreprint
Chen, X. (2024) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a041509
Serotonergic neurons in the dorsal raphe regulate visual attentionPreprint
Lehnert, J., Cha, K., Forestell, J., Yang, K., Ma, X., Britt, J. P., Khadra, A., Cook, E. P., & Krishnaswamy, A. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.09.29.615662
“Sequencing atlases predict that both genes label similar subsets of DR-5HT neurons 19–21, 37 , Task-evoked events drove positive signals from DR-5HT neurons that varied in their kinetics and magnitude depending on their association with start, false alarm, detection, or reward licks ( Fig.”
BackgroundEffects of SSRIs on the spatial transcriptome of dorsal raphe serotonin neurons
Henningson, C., Mlost, J., & Dorocic, I. P. (2026) · Molecular Psychiatry · doi:10.1038/s41380-026-03644-x · Cited by 2
Oubraim, S., Hausknecht, K. A., Micov, V., Shen, R., & Haj‐Dahmane, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-99181-8 · Cited by 1
“DRN 5-HT neurons projecting to the amygdala and mPFC are part of the stress neuronal circuits 55–57 .”
Noguchi, T., Hori, H., Toda, K., Shirakawa, H., Hashimoto, H., & Nagayasu, K. (2025) · Journal of Pharmacological Sciences · doi:10.1016/j.jphs.2025.05.008
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Serotonin neurons are necessary for tonic sodium intake inhibition
Gasparini, S., Buchanan, G. F., & Geerling, J. C. (2025) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00029.2025
Kose-Ozkan, B., Özkan, M., Güneş, Y. C., Algın, O., & Çavdar, S. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.26.661219
“Studies have shown that serotonergic projections from the ipsilateral raphe nuclei are known to influence cortical excitability (Puig & Gulledge, 2011; Ren et al., 2019) and may play a modulatory role in auditory processing, particularly in relation to emotional and arousal states.”
Hyperactivity of the Amygdala Mediates Depressive-Like Phenotypes and Decreased Serotonin ReleasePreprint
He, J., Kim, K., Lai, Y., Gao, Q., Wang, H., Ying, K. T., & Asim, M. (2025) · Research Square · doi:10.21203/rs.3.rs-7251588/v1
Gajewski, P. A., Iwamoto, H., Tillman, A. N., Filliben, Z., Walsh, A. E., Baganz, N. L., Robson, M. J., Zapata, M., Quan, N., & Blakely, R. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.10.13.682078
Serotonin modulates nucleus accumbens circuits to suppress aggressionPreprint
Zhang, Z., Touponse, G. C., Alderman, P. J., Yassine, T., Pomrenze, M. B., Harris, T. W., Shank, A. N., Malenka, R. C., & Eshel, N. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.26.690732
GABAergic MicroRNA-34a in the Dorsal Raphe Nuclei Contributes to Circulating MicroRNA-34a Levels
Guzzo, S. M., Ielpo, D., Palazzo, C., Nutarelli, S., Fiori, E., Tittarelli, E., Cifani, C., Pascucci, T., Marchetti, C., Viscomi, M. T., et al. (2025) · Molecular Neurobiology · doi:10.1007/s12035-025-05575-0
“Indeed, as advances have been made, the role of different cell types and circuits in brain function has become increasingly clear [79–81].”
Pelz, M., Janušonis, S., & Handy, G. (2026) · SIAM Journal on Life Sciences · doi:10.1137/25m1827852
“Merlin Pelz ∗ , Skirmantas Janušonis † , and Gregory Handy ∗”
Brain serotonin circuit reverses decline in physical activity with age
de Morentin, P. B. M., Leeson-Payne, A. T. S., Mu, S., Martynova, Y. V., Mohammadkhani, A., Neyens, D. M., Gonzalez, J. A., Lazovskis, J., Cristiano, C., Crabtree, D. R., et al. (2026) · Metabolism · doi:10.64898/2025.12.27.695444
“While roughly 70% 5-HT DR neurons are not glutamatergic, 73 the subpopulation of dual 5-HT-glutamate (glutamate via vesicular glutamate transporter 3; VGLUT3) neurons projecting to the VTA predominantly establish asymmetric synapses on DA VTA neurons.”
Trigeminal nerve direct current stimulation modulates raphe–hippocampal network synchrony in rats
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The role of VGLUT3 in behaviour, with a focus on VGLUT3 positive neurons of the median raphe region
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“Instead of relying on systemic pharmacological interventions, optogenetic activation of specific 5-hydroxytryptamine (5-HT) neurons directly activates the key basal ganglia-thalamus-cortex motor circuit, promoting reactivation of damaged motor pathways (Ren et al. 2019).”
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“This architecture has been observed for mice, flies, and worms 49 – 53 .”
Földi, P., Müller, K., Magyar, D. P., Nagy, G. A., & Hájos, N. (2026) · Scientific Reports · doi:10.1038/s41598-026-66779-5
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Leptin alleviates obesity hypoventilation via serotonergic pathwaysPreprint
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Neurochemistry and post-mortem neurotransmitters: Toward the study of neurochemical connectivity
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“In rodents, a genetically distinct group of neurons co-expressing Trh/ Gad1/Gad2 genes are located in the dorsal DRN and projects primarily to subcortical regions 35 .”
InfluentialPre-Existing Serotonergic Pathways Guide the Navigation of Developing Serotonergic AxonsPreprint
Picchi, M., Migliarini, S., Nazzi, S., Gianni, G., Janušonis, S., Barsotti, N., & Pasqualetti, M. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.09.04.749432
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Circuit-specific remodeling of synaptic co-transmission in stress-responsive networks
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“…in the raphe nucleus express glutamate dec-arboxylase 1/2 (GAD1/2), the enzymes responsible for GABA synthesis, which raises the possibility of serotonin-GABA co-transmission (Ren et al. 2019; Okaty et al. 2020), however, the functional evidence for ser-otonin-GABA co-transmission is limited.”
Adams, A. M. J., Wu, K. L., Li, Z., Li, P., Pan, H., 黄祖奇, Migliarini, S., Dear, R., Sun, B., Chan, Z. C.-K., et al. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2611533123
“…with selected neuropeptides, neuropeptide receptors, and cholinergic and monoaminergic receptors that show subtype - specific expression in adulthood, were already detectable at embryonic stages and largely maintained their subtype - specific patterns into adulthood (7) ( SI Appendix , Figs.”
InfluentialSelf-citationNew projectome captures ‘complex beast’ of serotonin system in mice
Shaw, M. (2026) · The Transmitter · doi:10.53053/gmvm5223
Metadata
- Authors
- Ren, J., Isakova, A., Friedmann, D., Zeng, J., Grutzner, S. M., Pun, A., Zhao, G. Q., Kolluru, S. S., Wang, R., Lin, R., Li, P., Li, A., Raymond, J. L., Luo, Q., Luo, M., Quake, S. R., & Luo, L.
- Affiliations
- Howard Hughes Medical Institute (US)
- Stanford University (US)
- National Institute of Biological Sciences, Beijing (CN)
- Stanford Medicine (US)
- Wuhan National Laboratory for Optoelectronics (CN)
- Chan Zuckerberg Biohub San Francisco (US)
- Corresponding author
- Ren, Jing
- Quake, Stephen R
- Luo, Liqun
- ORCID
- Venue
- eLife
- Publisher
- eLife Sciences Publications, Ltd
- Published
- 2019-10-24
- Volume
- 8
- ISSN
- 2050-084X (ISSN-L)
- PMC
- PMC6812963
- OpenAlex
- W2982239238
- Semantic Scholar
- 73c6ef27934225685f1623abe2f5530230da5ad5
- Cited by
- 304
- References
- 97
- Citations by year
- 2026: 32 · 2025: 52 · 2024: 50 · 2023: 59 · 2022: 42 · 2021: 41 · 2020: 25 · 2019: 2
- FWCI
- 9.10
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- eLife (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institutes of Health (R01 NS104698, NS057488)
- National Science Foundation (NeuroNex)
- Ministry of Science and Technology of the People's Republic of China (2015BAI08B02)
- National Natural Science Foundation of China (91432114, 91632302)
- Beijing Municipal Government
- NSFC (61721092, 81827901)
- Swiss National Science Foundation (PostDoc Mobility Fellowship)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- serotonergic neurons, dorsal raphe nucleus, median raphe nucleus, single-cell transcriptomics, neuronal heterogeneity, VGLUT3, thyrotropin-releasing hormone, hypothalamus, neuropeptides, single-neuron reconstruction, mice
- MeSH terms
- Animals, Brain Mapping, Neural Pathways, Raphe Nuclei, Sequence Analysis, RNA, Mice, Single-Cell Analysis, Serotonergic Neurons, Transcriptome
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