Evidence map›Paper›PMID 39371152›Full record

ArticlemedRxiv : the preprint server for health sciences2024

Cryo-PRO facilitates whole blood cryopreservation for single-cell RNA sequencing of immune cells from clinical samples.

Alyssa K DuBois, Pierre O Ankomah, Alexis C Campbell, Renee Hua, Olivia K Nelson, Christopher A Zeuthen, M Kartik Das, Shira Mann, Abigail Mauermann, Blair A Parry and 3 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Alyssa K DuBoisBroad Institute, Cambridge MA, USA.
Pierre O AnkomahBroad Institute, Cambridge MA, USA.
Alexis C CampbellMassachusetts General Hospital, Boston MA, USA.
Renee HuaMassachusetts General Hospital, Boston MA, USA.
Olivia K NelsonMassachusetts General Hospital, Boston MA, USA.
Christopher A ZeuthenMassachusetts General Hospital, Boston MA, USA.
M Kartik DasBeth Israel Deaconess Medical Center, Boston MA, USA.
Shira MannBeth Israel Deaconess Medical Center, Boston MA, USA.
Abigail MauermannMassachusetts General Hospital, Boston MA, USA.
Blair A ParryMassachusetts General Hospital, Boston MA, USA.
Nathan I ShapiroBeth Israel Deaconess Medical Center, Boston MA, USA.
Michael R FilbinBroad Institute, Cambridge MA, USA.
Roby P BhattacharyyaBroad Institute, Cambridge MA, USA.ORCID 0000-0001-6955-5088

Funding

INFECTIOUS DISEASE AND BASIC MICROBIOLOGICAL MECHANISMST32AI007061 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI Marcia B Goldberg · 1985 to 2026
$12.1M
Single-cell genomic profiling to identify immune signatures of bacterial sepsis in humansR01AI153142 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI FILBIN, MICHAEL, GOLDBERG, MARCIA B · 2021 to 2025
$5.0M
Novel point-of-care liquid biopsy for early detection of sepsis-associated organ damageR21AI188227 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI BHATTACHARYYA, ROBY PAUL, KARABACAK, NEZIHI MURAT · 2025 to 2025
$474k
Optimizing methods of clinical sample processing for scRNA-seq and mechanistic studies in sepsis to enable reliable, reproducible, and high-yield multi-center collection effortsR21GM148826 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI BHATTACHARYYA, ROBY PAUL, FILBIN, MICHAEL · 2023 to 2024
$418k
NIAID NIH HHS R01 AI153142NIAID NIH HHS R21 AI188227NIAID NIH HHS T32 AI007061NIGMS NIH HHS R21 GM148826
6 · The paper itself

Abstract

Single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) has enhanced our understanding of host immune mechanisms in small cohorts, particularly in diseases with complex and heterogeneous immune responses such as sepsis. However, PBMC isolation from blood requires technical expertise, training, and approximately two hours of onsite processing using Ficoll density gradient separation ('Ficoll') for scRNA-seq compatibility, precluding large-scale sample collection at most clinical sites. To minimize onsite processing, we developed Cryo-PRO (Cryopreservation with PBMC Recovery Offsite), a method of PBMC isolation from cryopreserved whole blood that allows immediate onsite sample cryopreservation and subsequent PBMC isolation in a central laboratory prior to sequencing. We compared scRNA-seq results from samples processed using Cryo-PRO versus standard onsite Ficoll separation in 23 patients with sepsis. Critical scRNA-seq outputs including cell substate fractions and marker genes were similar for each method across multiple cell types and substates, including an important monocyte substate enriched in patients with sepsis (Pearson correlation 0.78, p<0.001; 70% of top marker genes shared). Cryo-PRO reduced onsite sample processing time from >2 hours to <15 minutes and was reproducible across two enrollment sites, thus demonstrating potential for expanding scRNA-seq in multicenter studies of sepsis and other diseases.

Identifiers

PMID39371152
PMCPMC11451723

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Registered trials

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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.