Evidence map›Paper›PMID 41279941›Full record

ArticlebioRxiv : the preprint server for biology2025

A molecular map of the human spinal dorsal and ventral horn defines arrangement of neuronal types and glial sex differences.

Katherin A Gabriel, Olivia C Davis, Seph M Palomino, Satoshi Ishishita, Helen Poldsam, Jane M Brandon, Nikhil N Inturi, Hemanth Mydugolam, Ibrahim O Khan, Nethra Selvakumaran and 13 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Katherin A GabrielUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0009-0001-6930-6548
Olivia C DavisUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0000-0001-8792-7324
Seph M PalominoUniversity of Texas Southwestern Medical Center, Department of Neuroscience and Department of Anesthesiology and Pain Management and Peter O'Donnell Brain Institute, Dallas, TX, USA.ORCID 0000-0001-8730-3271
Satoshi IshishitaUniversity of Texas Southwestern Medical Center, Department of Neuroscience and Department of Anesthesiology and Pain Management and Peter O'Donnell Brain Institute, Dallas, TX, USA.ORCID 0000-0003-4440-4878
Helen PoldsamUniversity of Texas Southwestern Medical Center, Department of Neuroscience and Department of Anesthesiology and Pain Management and Peter O'Donnell Brain Institute, Dallas, TX, USA.ORCID 0009-0008-0390-2620
Jane M BrandonUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0009-0008-3253-0272
Nikhil N InturiUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0009-0007-8688-6103
Hemanth MydugolamUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0009-0006-0877-0626
Ibrahim O KhanUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.
Nethra SelvakumaranUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.
Stephanie ShiersUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0000-0002-9646-1850
Muhammad Saad YousufUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0000-0003-0829-8182
Erin VinesSouthwest Transplant Alliance; Dallas, TX, USA.
Peter HortonSouthwest Transplant Alliance; Dallas, TX, USA.
Tariq KhanSouthwest Transplant Alliance; Dallas, TX, USA.
Anna CervantesSouthwest Transplant Alliance; Dallas, TX, USA.ORCID 0000-0001-9295-6648
Jeffrey C ReeseSouthwest Transplant Alliance; Dallas, TX, USA.
Amol PatwardhanUniversity of Texas Southwestern Medical Center, Department of Neuroscience and Department of Anesthesiology and Pain Management and Peter O'Donnell Brain Institute, Dallas, TX, USA.ORCID 0000-0003-0914-0408
Gregory DussorUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.
Eric MeyersUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.
Diana Tavares-FerreiraUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0000-0003-0986-3630
Allan-Hermann PoolUniversity of Texas Southwestern Medical Center, Department of Neuroscience and Department of Anesthesiology and Pain Management and Peter O'Donnell Brain Institute, Dallas, TX, USA.ORCID 0000-0002-0811-9861
Theodore J PriceUniversity of Texas at Dallas, Department of Neuroscience and Center for Advanced Pain Studies; Richardson, TX, USA.ORCID 0000-0002-6971-6221

Funding

Multi-omics peripheral nerve atlas enables fine-mapping of pain molecular phenotypesU19NS130607 · NINDS · WASHINGTON UNIVERSITY · PI Sheng Chih Jin · 2022 to 2026
$14.0M
Mechanistic underpinnings of chronic low back painU19NS130608 · NINDS · UNIVERSITY OF TEXAS DALLAS · PI Michele Curatolo, Patrick M Dougherty · 2022 to 2026
$13.6M
NINDS NIH HHS U19 NS130607NINDS NIH HHS U19 NS130608
6 · The paper itself

Abstract

The spinal cord is the gateway for sensory information from the body as it ascends to the brain, as well as a major motor output center of the nervous system. It is also a key location for sensory-motor integration, and a processing site for nociceptive information that eventually drives pain perception in the brain. Tremendous progress has been made in understanding spinal cord circuits using genetic and single cell sequencing approaches in mice. Recently, several groups have conducted single-nucleus and spatial sequencing studies in postmortem human spinal cord tissue. However, the spatial properties of spinal cord cellular diversity and potential sex differences that might be important for human physiology remain unexplored. We conducted deep single-nucleus sequencing on dissected lumbar dorsal and ventral spinal cord samples from 11 organ donors, including 6 females and 5 males, and anatomically annotated spinal cord cell types with 10X Xenium single-molecule spatial transcriptomics. We identified 34 spatially and genetically defined neuron classes, many of which have clearly recognizable conserved orthologs in the rodent spinal cord. We also identified sex specific cell types and states within multiple glial types, but not neurons, demonstrating sexual dimorphism at the transcriptomic cell-type level in the adult human spinal cord. The spatial and single-nucleus atlas resulting from our work build upon previous knowledge to better understand human spinal cord physiology and to identify drug targets for neurological diseases affecting the spinal cord, in particular pain.

Identifiers

PMID41279941
PMCPMC12636303

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.