Evidence map›Paper›PMID 41387532›Full record

ArticleScientific reports2025

Single molecule nanopore counting assay targeting small extracellular vesicle cargo for non-invasive monitoring of cerebral organoid development and health.

S M Saiduzzaman, Ruiting Xu, Mohammad Julker Neyen Sampad, Ryan N Hoffman, Spencer T Seiler, Quinton Brail, Viktor Yurevych, Zachary J Walker, Tanner N Wells, Ephraim M Ong and 6 more

Abstract read
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. 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

16 authors.

S M SaiduzzamanSchool of Engineering, University of California, Santa Cruz, CA, 95064, USA. ssaiduzz@ucsc.edu.
Ruiting XuSchool of Engineering, University of California, Santa Cruz, CA, 95064, USA.
Mohammad Julker Neyen SampadSchool of Engineering, University of California, Santa Cruz, CA, 95064, USA.
Ryan N HoffmanDepartment of Molecular, Cell, & Developmental Biology, University of California, Santa Cruz, CA, USA.
Spencer T SeilerDepartment of Biomolecular Engineering, University of California, Santa Cruz, CA, USA.
Quinton BrailDepartment of Molecular, Cell, & Developmental Biology, University of California, Santa Cruz, CA, USA.
Viktor YurevychDepartment of Molecular, Cell, & Developmental Biology, University of California, Santa Cruz, CA, USA.
Zachary J WalkerElectrical and Computer Engineering Department, Brigham Young University, Provo, UT, 84602, USA.
Tanner N WellsElectrical and Computer Engineering Department, Brigham Young University, Provo, UT, 84602, USA.
Ephraim M OngElectrical and Computer Engineering Department, Brigham Young University, Provo, UT, 84602, USA.
Thomas D YuzvinskySchool of Engineering, University of California, Santa Cruz, CA, 95064, USA.
Aaron R HawkinsElectrical and Computer Engineering Department, Brigham Young University, Provo, UT, 84602, USA.
Sofie R SalamaDepartment of Molecular, Cell, & Developmental Biology, University of California, Santa Cruz, CA, USA.
Mircea TeodorescuSchool of Engineering, University of California, Santa Cruz, CA, 95064, USA.
David HausslerDepartment of Biomolecular Engineering, University of California, Santa Cruz, CA, USA.
Holger SchmidtSchool of Engineering, University of California, Santa Cruz, CA, 95064, USA.

Funding

Nanoparticle Tracking Analyzer (NTA) for the Center for Live Cell GenomicsRM1HG011543 · NHGRI · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI HAUSSLER, DAVID H, SALAMA, SOFIE REDA · 2021 to 2025
$12.0M
Nanopore-based multi-target analysis of Zika virus infectionR01EB028608 · NIBIB · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI SCHMIDT, HOLGER · 2019 to 2022
$2.7M
National Science Foundation 2134955NHGRI NIH HHS RM1 HG011543NIBIB NIH HHS R01 EB028608NIH HHS 1R01EB028608NIH HHS 5RM1HG011543-04
6 · The paper itself

Abstract

Organoids are three-dimensional tissue cultures intended to replicate in vivo organs such that their function can be analyzed for applications in drug discovery, diagnostics, and research. This requires the ability to assess organoid health, development, and function on the cellular and molecular level, possibly frequently and over long periods of time. Here, we report an assay for monitoring organoid development and health by tracking the molecular cargo of small extracellular vesicles (sEV) with an integrated nanopore sensor chip. Specifically, we implement amplification-free and label-free quantification of the organoid stress marker ENO1 produced by cerebral organoid tissue. We demonstrate that mRNA levels measured non-invasively in sEVs are representative of the amounts measured by PCR measurements of the tissue cells. We also quantify the ENO1 RNA load in sEVs over the course of 15 weeks and show that ENO1 expression levels are correlated with other physiological parameters such as organoid glucose consumption. These results illustrate the capability of single molecule nanopore sensors for providing simple, continuous, quantitative assessment of organoids' phenotypes on the molecular level. This approach can be expanded to other molecular biomarkers such as protein transcripts, multiplexed analysis, and fully integrated in-line analysis in an automated tissue culture platform.

Indexed as

BrainExtracellular VesiclesNanoporesOrganoidsAnimalsDNA-Binding ProteinsHumansPhosphopyruvate HydrataseRNA, MessengerDNA-Binding ProteinsPhosphopyruvate HydrataseRNA, Messenger

Identifiers

PMID41387532
PMCPMC12756300

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.