Evidence map›Paper›PMID 41469779›Full record

ArticleScientific reports2025

Comparison of automated and manual mRNA enrichment to automated rRNA depletion for whole-blood RNA-sequencing.

Denis Awany, Helgard Claassen, Nadia Carstens, Simon C Mendelsohn, Mzwandile Erasmus, Thomas J Scriba, Al Leslie, Emily B Wong

Abstract readComparative Study
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

8 authors.

Denis Awany *South African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine and Division of Immunology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, Cape Town, 7935, South Africa. Denis.Awany@uct.ac.za.
Helgard Claassen *Africa Health Research Institute (AHRI), Durban & Somkhele, South Africa.
Nadia CarstensSouth African Medical Research Council Genomics Platform, Cape Town, South Africa.
Simon C MendelsohnSouth African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine and Division of Immunology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, Cape Town, 7935, South Africa.
Mzwandile ErasmusSouth African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine and Division of Immunology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, Cape Town, 7935, South Africa.
Thomas J Scriba *South African Tuberculosis Vaccine Initiative, Institute of Infectious Disease and Molecular Medicine and Division of Immunology, Department of Pathology, University of Cape Town, Anzio Road, Observatory, Cape Town, 7935, South Africa.
Al Leslie *Africa Health Research Institute (AHRI), Durban & Somkhele, South Africa.
Emily B Wong *Africa Health Research Institute (AHRI), Durban & Somkhele, South Africa.

Funding

IMMUNE MECHANISMS OF PROTECTION AGAINST MYCOBACTERIUM TUBERCULOSIS CENTER (IMPAC-TB) - SARS-CoV-2 RELATED RESEARCH75N93019C00070 · NIAID · SEATTLE CHILDREN'S HOSPITAL · PI URDAHL, KEVIN · 2019 to 2025
$86.6M
Burroughs Wellcome Fund 1022002National Institute of Allergy and Infectious Diseases NIAID Contract 75N93019C00070NIAID NIH HHS 75N93019C00070Wellcome TrustWellcome Trust 227167/A/23/Z
6 · The paper itself

Abstract

RNA sequencing libraries are typically processed before sequencing. We compared the performance of automated mRNA enrichment (autoE) and manual mRNA enrichment (manE) with globin depletion, and automated rRNA depletion (autoD) with globin depletion prior to sequencing. PAXgene tubes from 21 people living with HIV (PLWH) and 7 people without HIV were used, with RT-qPCR data from unprocessed RNA as an orthogonal comparator. Duplicate reads were higher for manE (58–61%) and autoE (59–70%) than autoD (29–33%). AutoE had the highest mapping to exonic regions (72–78% vs. 50–74% manE and 30–39% autoD). Globin transcripts were more abundant for autoD than autoE and manE, but remained low (median 10% vs. 0.1 and 1.3%). 94% of protein-coding genes were detected by all methods vs. 63–66% for other RNA-biotypes. All methods correlated strongly with qPCR data for highly expressed genes but not lowly expressed genes; concordance was lowest for autoE. When comparing PLWH with controls, manE and autoD identified more differentially expressed genes than autoE. While all methods exceeded the minimum threshold required for downstream analysis, autoD provided the most stable sequencing quality. In conclusion, manE and autoD yielded similar results with autoD providing advantages of robotic liquid handling for large-scale studies.

Indexed as

RNA, MessengerRNA, RibosomalSequence Analysis, RNAAutomationHigh-Throughput Nucleotide SequencingHIV InfectionsHumansRNA, MessengerRNA, RibosomalDifferential gene expressionManual library preparationMessenger RNA enrichmentRibosomal RNA depletionRNA-sequencingRobotic library preparation

Identifiers

PMID41469779
PMCPMC12830761

What OpenQuestion holds

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LicenceCC BY
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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.