Evidence map›Paper›PMID 35102333›Full record

ArticleNature neuroscience2022

Large-scale neural recordings with single neuron resolution using Neuropixels probes in human cortex.

Angelique C Paulk, Yoav Kfir, Arjun R Khanna, Martina L Mustroph, Eric M Trautmann, Dan J Soper, Sergey D Stavisky, Marleen Welkenhuysen, Barundeb Dutta, Krishna V Shenoy and 4 more

Registry-linked trialAbstract read
PubMed Publisher
In one paragraph

Article in Nature neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06617208 (Prognostic IntraOperative Biomarkers ideNtification in Tumor rElatEd suRgery), which is not on this map. Cited by 149 papers.

0numbers the graph read from it
0cells of the map it votes in
149citing papers in PubMed
29.1field-weighted citation impact, top 1% of its field
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.

NCT06617208 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

Prognostic IntraOperative Biomarkers ideNtification in Tumor rElatEd suRgery (PIONEER Study)

TypeinterventionalSponsorErasmus Medical CenterRan2025 to 2029Enrolled10ConditionsGlioma, Glioblastoma (GBM), Brain Tumor-GliomaArmsNeuropixel probe recording
3 · Its place in the literature

Who cites it

149 citing papers in PubMed, 266 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. A clinically integrated, frameless human Neuropixels workflow.medRxiv : the preprint server for health sciences · 2026
    Article
  10. A Framework for Compressive On-Chip Action Potential Recording.IEEE transactions on bio-medical engineering · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. Live Spike Sorting of Large-scale Neural Recordings.bioRxiv : the preprint server for biology · 2026
    Article
  15. Extracellular Spike Waveforms: Morphology, Biophysics, and Classification Strategies.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Review
  16. Article
  17. Article
  18. Article
  19. Review
  20. Neuropixels reveal laminar microcircuit organization in monkey V1 in vivo.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article

89 more citing papers are in PubMed but not listed here.

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

14 authors at 6 institutions in 2 countries.

Angelique C PaulkCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA. apaulk@mgh.harvard.edu.ORCID http://orcid.org/0000-0002-4413-3417
Yoav KfirDepartment of Neurosurgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-9373-8260
Arjun R KhannaDepartment of Neurosurgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0003-0677-5598
Martina L MustrophDepartment of Neurosurgery, Harvard Medical School and Brigham & Women's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-4262-5610
Eric M TrautmannDepartment of Neuroscience, Columbia University Medical Center, New York City, NY, USA.
Dan J SoperCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.
Sergey D StaviskyWu Tsai Neurosciences Institute and Bio-X Institute, Stanford University, Stanford, CA, USA.
Marleen WelkenhuysenIMEC, Leuven, Belgium.
Barundeb DuttaIMEC, Leuven, Belgium.
Krishna V ShenoyDepartment of Electrical Engineering, Stanford University, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-1534-9240
Leigh R HochbergCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0003-0261-2273
R Mark RichardsonDepartment of Neurosurgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA.
Ziv M Williams *Department of Neurosurgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA. zwilliams@mgh.harvard.edu.ORCID http://orcid.org/0000-0002-0017-0048
Sydney S Cash *Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA. scash@mgh.harvard.edu.ORCID http://orcid.org/0000-0002-4557-6391
Harvard University · USHoward Hughes Medical Institute · USIMEC · BEAllen Institute for Brain Science · USBrigham and Women's Hospital · USMassachusetts General Hospital · US

Funding

An Integrated Single-Neuronal, Population-, Local Network- and Stimulation-Based Prefrontal Investigation of Human Social CognitionU01NS121616 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI WILLIAMS, ZIV · 2021 to 2025
$4.0M
Seizure focus delineation using spontaneous and stimulus evoked EEG featuresK24NS088568 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI CASH, SYDNEY S · 2015 to 2019
$923k
Howard Hughes Medical InstituteNINDS NIH HHS K24 NS088568NINDS NIH HHS U01 NS121616
6 · The paper itself

Abstract

Recent advances in multi-electrode array technology have made it possible to monitor large neuronal ensembles at cellular resolution in animal models. In humans, however, current approaches restrict recordings to a few neurons per penetrating electrode or combine the signals of thousands of neurons in local field potential (LFP) recordings. Here we describe a new probe variant and set of techniques that enable simultaneous recording from over 200 well-isolated cortical single units in human participants during intraoperative neurosurgical procedures using silicon Neuropixels probes. We characterized a diversity of extracellular waveforms with eight separable single-unit classes, with differing firing rates, locations along the length of the electrode array, waveform spatial spread and modulation by LFP events such as inter-ictal discharges and burst suppression. Although some challenges remain in creating a turnkey recording system, high-density silicon arrays provide a path for studying human-specific cognitive processes and their dysfunction at unprecedented spatiotemporal resolution.

Indexed as

Cerebral CortexNeuronsAnimalsElectrodesHumansSiliconSilicon

Identifiers

PMID35102333
OpenAlexW4210754920

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.