Review v4 · round 1 · manuscript v4
Patch-Clamp Single-Cell Proteomics in Acute Brain Slices: A Framework for Recording, Retrieval, and Interpretation
Panel readout
5 specialists · scored 1–5
Legacy scaled score
Range 3.0–4.0, a spread of 1.0.
- ethics4.0Confidence 5 of 5
- reporting reproducibility4.0Confidence 4 of 5
- contribution context4.0Confidence 4 of 5
- data analysis3.0Confidence 4 of 5
- scientific validity3.0Confidence 4 of 5
Score is the referee's assessment of the work.Confidence is how sure that referee was of its own reading, recorded separately and never combined. The editor's verdict is its own judgment of the reports, not a threshold applied to this mean. The legacy aggregate is the historical panel mean multiplied by 20. It is not comparable to the Editor-in-Chief's publication readiness score.
Abstract
as posted by the authors
Single-cell proteomics (SCP) is a powerful method for interrogating the molecular composition of neurons, yet its application to acute brain slices has remained limited. Patch-clamp electrophysiology provides direct information on neuronal excitability, synaptic inputs, and ion channel function, making it a natural partner for SCP. However, combining these techniques introduces unique challenges. For instance, after patch-clamping a neuron, its soma must be physically retrieved, and variability during extraction from the brain slice may influence how well proteomic measurements reflect in situ physiology. Here, we introduce a framework for contextualizing patch-SCP outcomes, with an emphasis on retrieval quality (material yield and soma-enriched synaptic content). We used an indiscriminate shotgun strategy in which all patched neurons were collected regardless of electrophysiological outcome to assess soma retrieval in an exploratory dataset of rat medial prefrontal cortex pyramidal neurons. Capacitance during gigaseal-preserved retrieval correlated with protein identifications, suggesting that proteome yield could be linked to soma size. Preservation of neuronal spiking during relocation tended to be associated with broader synaptic enrichment and recovery of transmembrane proteins. By comparison, torn or aspirated neurons produced small proteomes with poor synaptic representation and neurons with little to no characterization displayed more variable outcomes. These results demonstrate that patch-SCP can be used to assess soma retrieval and they provide a framework for interpreting how electrophysiological context and soma retrieval quality shape single-neuron proteomic measurements in semi-intact circuits.
The review
- SummaryThe panel's assessment in brief.
- Decision letterThe editor's verdict and what it requires.
- Desk screenWhether the submission cleared the bar for full review.
- Advocate / skeptic debateThe case for and against, in full.
- Debate synthesisThe condensed account of the debate the editor read.
- Venue suggestionsWhere this might be submitted.
- Manuscript statisticsDeterministic counts over the text the panel read.
Specialist reports
Editorial audits
Factual checklists, not opinions. They skip the debate and go straight to the editor.
The text the panel read
counted, not judged
Counted at ingest, no model involved. These describe theconverted text the referees read, not your PDF.
Size
- Words
- 8,633
- Main text
- 7,969
- Sentences
- 431
- Display equations
- 0
excluding references
Sentences
- Median sentence
- 21 words
- Longest tenth
- 40 words
- Over 40 words
- 9%
- Passive
- ~0.3248/sentence
regex approximation
Evidence on the page
- Citations
- 30
- Numbers
- 54.33
- p-values
- 0 exact, 4 threshold
3.48 per 1000 words, numeric style
per 1000 words
Hedging against amplifying
Per 1000 words. Softening ("may", "suggests") against strengthening ("clearly", "demonstrates"). No referee saw these.
Provenance
PeerReviewAgents 0.5.0 · 1cf57690
Reviewed file
v4 · 7047 KiB
sha256 1cdeac12f742e3511d54f77c…
Debate rounds
2
Run cost
$1.50
Manuscript read as
markdown
Converted by rustypaper 0.2.0. Quotations match the manuscript text.
Desk screen
triage gate
Which model wrote which report
| Stage | Model |
|---|---|
| Editorial audits (×2) | claude-haiku-4-5 |
| Advocate / skeptic | claude-sonnet-5 |
| Specialist reviewers (×5) + desk screen | claude-haiku-4-5 |
| Editor, debate synthesizer | claude-opus-5 |
| debate synthesizer (override) | claude-sonnet-5 |
| journal recommender (override) | claude-haiku-4-5 |
The widest fan-out runs on the cheapest model. Only the agents that decide the verdict run on the most capable one.
What the referees looked up (19 searches)
| Agent | Search | Answered by | Hits |
|---|---|---|---|
| audit citation integrity | find related workpatch-seq single-cell transcriptomics electrophysiology | N/A | 0 |
| find related workpatch-clamp proteomics mass spectrometry single neuron | N/A | 0 | |
| search biomedical literaturelocus coeruleus sex differences proteomics patch-clamp | N/A | 1 | |
| search biomedical literatureAlzheimer's disease iPSC neurons patch-clamp proteomics hyperexcitable | N/A | 0 | |
| reviewer contribution context | find related workpatch-clamp single-cell proteomics acute brain slices | N/A | 10 |
| find related workPatch-seq electrophysiology transcriptomics single neuron | N/A | 10 | |
| search preprintspatch-clamp proteomics soma retrieval brain tissue | N/A | 10 | |
| find related worksingle-cell proteomics mass spectrometry neurons ion channels | N/A | 10 | |
| find related workpatch-clamp proteomics locus coeruleus Lee 2024 | N/A | 5 | |
| find related workAlzheimer's disease iPSC patch-clamp proteomics Ghatak 2024 | N/A | 5 | |
| find related workpatch-clamp capillary electrophoresis mass spectrometry Choi Nemes 2022 | N/A | 5 | |
| find related worksoma retrieval gigaseal preservation electrophysiology | N/A | 5 | |
| find related workdata-independent acquisition DIA mass spectrometry single cell | N/A | 5 | |
| find related workSynGO synaptic gene ontology enrichment analysis | N/A | 5 | |
| search preprintspatch-clamp recording retrieval quality proteome yield | N/A | 5 | |
| search biomedical literaturepatch-clamp proteomics single neuron acute brain slice | N/A | 4 | |
| search biomedical literaturePatch-seq transcriptomics electrophysiology Cadwell | N/A | 0 | |
| search biomedical literaturesingle-cell proteomics mass spectrometry ion channels GPCRs | N/A | 0 | |
| search biomedical literaturesoma retrieval mechanical disruption proteome recovery | N/A | 0 |
Run against arXiv, Semantic Scholar, PubMed and bioRxiv while the review was being written. A search returning zero hits is kept: it is the evidence behind a referee saying it found no prior art.
What each agent cost
| Agent | USD |
|---|---|
| editor | $0.5128 |
| skeptic | $0.2906 |
| advocate | $0.2735 |
| reviewer contribution context | $0.1231 |
| debate synthesizer | $0.0960 |
| audit citation integrity | $0.0606 |
| audit methods completeness | $0.0433 |
| desk screen | $0.0411 |
| reviewer data analysis | $0.0166 |
| journal recommender | $0.0147 |
| reviewer scientific validity | $0.0144 |
| reviewer reporting reproducibility | $0.0123 |
| reviewer ethics | $0.0057 |
Cite this review
Permanent: this review only
This URL is a permanent link to this specific review, and will not change.
In Silico (2026). Review of "Patch-Clamp Single-Cell Proteomics in Acute Brain Slices: A Framework for Recording, Retrieval, and Interpretation". In Silico. https://pgarrett-scripps.github.io/insilico/reviews/2026/patch-clamp-single-cell-proteomics-in-acute-brain-10-1101-2025-09-15-675920/v4/
@misc{insilico-patch-clamp-single-cell-proteomics-in-acute-brain-10-1101-2025-09-15-675920-v4,
title = {Review of {Patch-Clamp Single-Cell Proteomics in Acute Brain Slices: A Framework for Recording, Retrieval, and Interpretation}},
author = {{In Silico}},
year = {2026},
howpublished = {In Silico, an AI-refereed overlay journal},
url = {https://pgarrett-scripps.github.io/insilico/reviews/2026/patch-clamp-single-cell-proteomics-in-acute-brain-10-1101-2025-09-15-675920/v4/},
note = {Machine-generated peer review of doi:10.1101/2025.09.15.675920 v4. Produced by PeerReviewAgents 0.5.0. Produced by PeerReviewAgents, doi:10.5281/zenodo.21781895.}
}Please cite the preprint itself as well. This reviews that work, it does not replace it. The review is machine-generated and advisory. If you are citing it as evidence about the paper, say so explicitly.