Evidence map›Paper›PMID 33077815›Full record

ArticleScientific reports2020

Large scale, robust, and accurate whole transcriptome profiling from clinical formalin-fixed paraffin-embedded samples.

Yulia Newton, Andrew J Sedgewick, Luis Cisneros, Justin Golovato, Mark Johnson, Christopher W Szeto, Shahrooz Rabizadeh, J Zachary Sanborn, Stephen Charles Benz, Charles Vaske

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
2.7field-weighted citation impact, top 9% 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.

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

25 citing papers in PubMed, 50 citations in OpenAlex.

  1. Review
  2. Article
  3. HPV Integration in Head and Neck Cancer: Downstream Splicing Events and Expression Ratios Linked with Poor Outcomes.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. RNA Sequencing in Disease Diagnosis.Annual review of genomics and human genetics · 2024
    Review
  11. Article
  12. Article
  13. Article
  14. Review of Molecular Technologies for Investigating Canine Cancer.Animals : an open access journal from MDPI · 2024
    Review
  15. Article
  16. A Genomic Analysis of Esophageal Squamous Cell Carcinoma in Eastern Africa.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2023
    Article
  17. Cost-Efficient Detection ofInternational journal of molecular sciences · 2023
    Article
  18. Article
  19. Article
  20. Article
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

10 authors at 1 institution in 1 country.

Yulia NewtonNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA. ynewton@nanthealth.com.
Andrew J SedgewickNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Luis CisnerosNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Justin GolovatoImmunityBio, LLC, 9920 Jefferson Blvd., Culver City, CA, 90232, USA.
Mark JohnsonNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Christopher W SzetoNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Shahrooz RabizadehImmunityBio, LLC, 9920 Jefferson Blvd., Culver City, CA, 90232, USA.
J Zachary SanbornNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Stephen Charles BenzNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
Charles VaskeNantOmics/NantHealth, Inc, 2040 E. Mariposa, El Segundo, CA, 90245, USA.
ImmunityBio (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Transcriptome profiling can provide information of great value in clinical decision-making, yet RNA from readily available formalin-fixed paraffin-embedded (FFPE) tissue is often too degraded for quality sequencing. To assess the clinical utility of FFPE-derived RNA, we performed ribo-deplete RNA extractions on > 3200 FFPE slide samples; 25 of these had direct FFPE vs. fresh frozen (FF) replicates, 57 were sequenced in 2 different labs, 87 underwent multiple library analyses, and 16 had direct microdissected vs. macrodissected replicates. Poly-A versus ribo-depletion RNA extraction methods were compared using transcriptomes of TCGA cohort and 3116 FFPE samples. Compared to FF, FFPE transcripts coding for nuclear/cytoplasmic proteins involved in DNA packaging, replication, and protein synthesis were detected at lower rates and zinc finger family transcripts were of poorer quality. The greatest difference in extraction methods was in histone transcripts which typically lack poly-A tails. Encouragingly, the overall sequencing success rate was 81%. Exome coverage was highly concordant in direct FFPE and FF replicates, with 98% agreement in coding exon coverage and a median correlation of whole transcriptome profiles of 0.95. We provide strong rationale for clinical use of FFPE-derived RNA based on the robustness, reproducibility, and consistency of whole transcriptome profiling.

Indexed as

Computational BiologyDatabases, FactualGene Expression ProfilingHigh-Throughput Nucleotide SequencingHumansParaffin EmbeddingReproducibility of ResultsSequence Analysis, RNATissue Fixation

Identifiers

PMID33077815
PMCPMC7572424
OpenAlexW3093042886

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.