Corpus Engine Towards a reproducible .science file.
← All .science files

pmid:39371417

A proteogenomic atlas of the human neural retina.

Tabea V Riepe · Merel Stemerdink · Renee Salz · Alfredo Dueñas Rey · Suzanne E de Bruijn · Erica Boonen · Tomasz Z Tomkiewicz · Michael Kwint · Jolein Gloerich · Hans J C T Wessels · Emma Delanote · Elfride De Baere · Filip van Nieuwerburgh · Sarah De Keulenaer · Barbara Ferrari · Stefano Ferrari · Frauke Coppieters · Frans P M Cremers · Erwin van Wyk · Susanne Roosing · Erik de Vrieze · Peter A C 't Hoen

Frontiers in genetics · 2024 doi:10.3389/fgene.2024.1451024

Paper

complete

Experiment

partial

Data

partial

Analysis

partial

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:39371417
kind
science-record
content_hash
sha256:cf633fdab927e53112b704731b671a950add1b07d10a6f4805e41afb93671a4a
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:29:34Z
updated_at
2026-11-01T22:12:51Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
A proteogenomic atlas of the human neural retina.
doi
10.3389/fgene.2024.1451024
pmid
39371417
authors array · 22 items
[0]
Tabea V Riepe
[1]
Merel Stemerdink
[2]
Renee Salz
[3]
Alfredo Dueñas Rey
[4]
Suzanne E de Bruijn
[5]
Erica Boonen
[6]
Tomasz Z Tomkiewicz
[7]
Michael Kwint
[8]
Jolein Gloerich
[9]
Hans J C T Wessels
[10]
Emma Delanote
[11]
Elfride De Baere
[12]
Filip van Nieuwerburgh
[13]
Sarah De Keulenaer
[14]
Barbara Ferrari
[15]
Stefano Ferrari
[16]
Frauke Coppieters
[17]
Frans P M Cremers
[18]
Erwin van Wyk
[19]
Susanne Roosing
[20]
Erik de Vrieze
[21]
Peter A C 't Hoen
journal
Frontiers in genetics
year
2024
abstract
The human neural retina is a complex tissue with abundant alternative splicing and more than 10% of genetic variants linked to inherited retinal diseases (IRDs) alter splicing. Traditional short-read RNA-sequencing methods have been used for understanding retina-specific splicing but have limitations in detailing transcript isoforms. To address this, we generated a proteogenomic atlas that combines PacBio long-read RNA-sequencing data with mass spectrometry and whole genome sequencing data of three healthy human neural retina samples. We identified nearly 60,000 transcript isoforms, of which approximately one-third are novel. Additionally, ten novel peptides confirmed novel transcript isoforms. For instance, we identified a novel IMPDH1 isoform with a novel combination of known exons that is supported by peptide evidence. Our research underscores the potential of in-depth tissue-specific transcriptomic analysis to enhance our grasp of tissue-specific alternative splicing. The data underlying the proteogenomic atlas are available via EGA with identifier EGAD50000000101, via ProteomeXchange with identifier PXD045187, and accessible through the UCSC genome browser.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39371417
locator
sections[18] "2.16 Length and TPM comparison between known and novel transcripts" paragraph 2
quote
Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39371417
locator
sections[31] "Data availability statement" paragraph 2
quote
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).
kind
quantitative
target object · 4 fields
value
0.05
unit
p-value
tolerance
null
source
Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39371417
locator
sections[25] "3.3 Iso-Seq reveals novel neural retinal transcripts" paragraph 2
quote
Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).
steps array · 3 items
[0] object · 13 fields
id
read_published_estimate
order
1
name
Read the published estimate from the source
kind
other
state
complete
blocked_on
null
description
The claim, method and evidence span published with the source article.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:39371417
outputs array · 1 item
[0]
the published estimate and its evidence
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
id
obtain_source_data
order
2
name
Obtain the source data from the named repository
kind
data-preparation
state
complete
blocked_on
null
description
The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:PXD045187
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
id
run_analysis
order
3
name
Run the published analysis
kind
analysis
state
blocked
blocked_on
method:group_comparison_mann_whitney
description
Apply the paper's statistical method to the resolved series and compare the result with the published target.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:PXD045187
outputs array · 1 item
[0]
the replicated result and its comparison
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 1 item
[0]
step:run_analysis blocked on method:group_comparison_mann_whitney
data object · 3 fields
state
partial
assets array · 2 items
[0] object · 15 fields
id
source:pmid:39371417
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3389/fgene.2024.1451024
sha256
sha256:c3dc796084e5e7d204e41c8213f7d5cd1b85b661d4b200620444951df7641bcb
bytes
56655
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3389/fgene.2024.1451024
version
null
note
Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.
structure object · 4 fields
pmcid
PMC11450717
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:PXD045187
role
raw
format
geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=PXD045187
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
PXD045187
version
null
note
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
A proteogenomic atlas of the human neural retina
resolution_checked_at
2026-11-01T20:16:17Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 2 items
[0]
asset:data:geo:PXD045187 not downloaded
[1]
asset:data:geo:PXD045187 licence not read
analysis object · 4 fields
state
partial
methods array · 1 item
[0] object · 10 fields
id
method-1
family
group_comparison
specific
mann_whitney
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
1
band
verbatim
quote
Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test.
targets array · 1 item
[0] object · 8 fields
id
target-published-estimate
claim_id
claim-target-result
operation
null
unit
p-value
tolerance
null
state
complete
note
The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold.
gaps array · 1 item
[0]
method.group_comparison_mann_whitney
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: mann_whitney.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
PXD045187
resolved_accessions array · 1 item
[0]
PXD045187
statements array · 1 item
[0]
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.
basis
The paper names PXD045187 in ProteomeXchange and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 2 items
[0]
source:pmid:39371417
[1]
data:geo:PXD045187
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
operation
group_comparison_mann_whitney
priority
null
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:PXD045187
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:34:17Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
15486
completion_tokens
2177
cached_tokens
264
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:39371417
type
paper
label
pmid:39371417
[1] object · 3 fields
id
source:pmid:39371417
type
manuscript
label
PMID 39371417 full text
[2] object · 3 fields
id
data:geo:PXD045187
type
dataset
label
GEO PXD045187
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:39371417
type
paper
label
pmid:39371417
[1] object · 3 fields
id
source:pmid:39371417
type
manuscript
label
PMID 39371417 full text
[2] object · 3 fields
id
data:geo:PXD045187
type
dataset
label
GEO PXD045187
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39371417
type
extraction
used array · 1 item
[0]
source:pmid:39371417
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD045187
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD045187
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
id
agent:minimax-reader
type
software
label
MiniMax literature reader
source_run_id
reading-sci-2026-11-01
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:39371417
parent_hash
sha256:02449fdc10b5138529f3e7ff07f85e3aa6c0b026fdfaa506388f44dbaa9385e2
fork_of
null
gaps array · 8 items
[0]
asset:data:geo:PXD045187 licence not read
[1]
asset:data:geo:PXD045187 not downloaded
[2]
execution.not_run
[3]
method.group_comparison_mann_whitney
[4]
review.human_critique
[5]
review.independent_reader
[6]
review.machine_critique
[7]
step:run_analysis blocked on method:group_comparison_mann_whitney
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
rna_seq
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 3 items
[0]
IRDs) alter splicing. Traditional short-read RNA-sequencing methods have been used for understanding ret
[1]
genomic atlas that combines PacBio long-read RNA-sequencing data with mass spectrometry and whole genome
[2]
es the potential of in-depth tissue-specific transcriptomic analysis to enhance our grasp of tissue-spec
order_basis
paper_text_order:205
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
mass_spectrometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
es PacBio long-read RNA-sequencing data with mass spectrometry and whole genome sequencing data of three he
order_basis
paper_text_order:449
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test.
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39371417", "kind": "science-record", "revision": 3, "content_hash": "sha256:cf633fdab927e53112b704731b671a950add1b07d10a6f4805e41afb93671a4a", "created_at": "2026-11-01T20:29:34Z", "updated_at": "2026-11-01T22:12:51Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "A proteogenomic atlas of the human neural retina.", "doi": "10.3389/fgene.2024.1451024", "pmid": "39371417", "authors": ["Tabea V Riepe", "Merel Stemerdink", "Renee Salz", "Alfredo Dueñas Rey", "Suzanne E de Bruijn", "Erica Boonen", "Tomasz Z Tomkiewicz", "Michael Kwint", "Jolein Gloerich", "Hans J C T Wessels", "Emma Delanote", "Elfride De Baere", "Filip van Nieuwerburgh", "Sarah De Keulenaer", "Barbara Ferrari", "Stefano Ferrari", "Frauke Coppieters", "Frans P M Cremers", "Erwin van Wyk", "Susanne Roosing", "Erik de Vrieze", "Peter A C 't Hoen"], "journal": "Frontiers in genetics", "year": 2024, "abstract": "The human neural retina is a complex tissue with abundant alternative splicing and more than 10% of genetic variants linked to inherited retinal diseases (IRDs) alter splicing. Traditional short-read RNA-sequencing methods have been used for understanding retina-specific splicing but have limitations in detailing transcript isoforms. To address this, we generated a proteogenomic atlas that combines PacBio long-read RNA-sequencing data with mass spectrometry and whole genome sequencing data of three healthy human neural retina samples. We identified nearly 60,000 transcript isoforms, of which approximately one-third are novel. Additionally, ten novel peptides confirmed novel transcript isoforms. For instance, we identified a novel IMPDH1 isoform with a novel combination of known exons that is supported by peptide evidence. Our research underscores the potential of in-depth tissue-specific transcriptomic analysis to enhance our grasp of tissue-specific alternative splicing. The data underlying the proteogenomic atlas are available via EGA with identifier EGAD50000000101, via ProteomeXchange with identifier PXD045187, and accessible through the UCSC genome browser.", "claims": [{"id": "claim-method", "statement": "Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39371417", "locator": "sections[18] \"2.16 Length and TPM comparison between known and novel transcripts\" paragraph 2", "quote": "Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39371417", "locator": "sections[31] \"Data availability statement\" paragraph 2", "quote": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).", "kind": "quantitative", "target": {"value": 0.05, "unit": "p-value", "tolerance": null, "source": "Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F)."}, "evidence": [{"asset": "source:pmid:39371417", "locator": "sections[25] \"3.3 Iso-Seq reveals novel neural retinal transcripts\" paragraph 2", "quote": "Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "Novel transcripts (NIC and NNIC) were longer than known transcripts (Mann-Whitney-U test: W = 5.78 × 108, p-value <0.05 (Supplementary Figure S1F).", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:39371417"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD045187"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:group_comparison_mann_whitney", "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD045187"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_mann_whitney"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39371417", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fgene.2024.1451024", "sha256": "sha256:c3dc796084e5e7d204e41c8213f7d5cd1b85b661d4b200620444951df7641bcb", "bytes": 56655, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fgene.2024.1451024", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11450717", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD045187", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=PXD045187", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD045187", "version": null, "note": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "A proteogenomic atlas of the human neural retina", "resolution_checked_at": "2026-11-01T20:16:17Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:PXD045187 not downloaded", "asset:data:geo:PXD045187 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "mann_whitney", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": null, "expected_value": 0.05, "unit": "p-value", "tolerance": null, "state": "complete", "note": "The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold."}], "gaps": ["method.group_comparison_mann_whitney"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": false, "required_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: mann_whitney."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["PXD045187"], "resolved_accessions": ["PXD045187"], "statements": ["The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: http://www.proteomexchange.org/, PXD045187; https://ega-archive.org, EGAD50000000101. USCS genome browser tracks of the analyzed transcriptomics and proteomics data are available at https://genome-euro.ucsc.edu/s/tabeariepe/retina_atlas. All original code has been deposited at GitHub (https://github.com/cmbi/Neural-Retina-Atlas) and is publicly available as of the date of publication."], "basis": "The paper names PXD045187 in ProteomeXchange and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:39371417", "data:geo:PXD045187"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "group_comparison_mann_whitney", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD045187"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:34:17Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 15486, "completion_tokens": 2177, "cached_tokens": 264}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:39371417", "type": "paper", "label": "pmid:39371417"}, {"id": "source:pmid:39371417", "type": "manuscript", "label": "PMID 39371417 full text"}, {"id": "data:geo:PXD045187", "type": "dataset", "label": "GEO PXD045187"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39371417", "type": "paper", "label": "pmid:39371417"}, {"id": "source:pmid:39371417", "type": "manuscript", "label": "PMID 39371417 full text"}, {"id": "data:geo:PXD045187", "type": "dataset", "label": "GEO PXD045187"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39371417", "type": "extraction", "used": ["source:pmid:39371417"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD045187", "type": "accession_resolution", "used": ["data:geo:PXD045187"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:39371417", "parent_hash": "sha256:02449fdc10b5138529f3e7ff07f85e3aa6c0b026fdfaa506388f44dbaa9385e2", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:PXD045187 licence not read", "asset:data:geo:PXD045187 not downloaded", "execution.not_run", "method.group_comparison_mann_whitney", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:group_comparison_mann_whitney"], "assays": [{"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["IRDs) alter splicing. Traditional short-read RNA-sequencing methods have been used for understanding ret", "genomic atlas that combines PacBio long-read RNA-sequencing data with mass spectrometry and whole genome", "es the potential of in-depth tissue-specific transcriptomic analysis to enhance our grasp of tissue-spec"], "order_basis": "paper_text_order:205", "id": "assay:1"}, {"role": "data_generation", "definition_id": "mass_spectrometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["es PacBio long-read RNA-sequencing data with mass spectrometry and whole genome sequencing data of three he"], "order_basis": "paper_text_order:449", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Comparison of length between novel and known isoforms was tested using a Mann-Whiney-U test."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}