Evidence map›Paper›PMID 41557007›Full record

ArticleEuropean biophysics journal : EBJ2026

Non-invasive biomechanical characterization of embryos using microfluidic cantilevers.

Irene C Turnbull, Tai De Li, Pedro Sanabria, Aimee Stablewski, Angelo Gaitas

Abstract read
In one paragraph

Article in European biophysics journal : EBJ, 2026. 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

5 authors.

Irene C TurnbullCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.ORCID http://orcid.org/0000-0001-9105-8926
Tai De LiDepartment of Physics in CCNY, Advanced Science Research Center at the Graduate Center, CUNY, New York, NY, 10031, USA.
Pedro SanabriaMouse Genetics CoRE, Icahn Medical Institute, New York, NY, 10029, USA.
Aimee StablewskiRoswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Angelo GaitasThe Estelle and Daniel Maggin Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA. agaitas@charlotte.edu.

Funding

Development of New Technologies at Roswell Park to Further Cancer-Based Research and Treatment Through Genome ModificationR50CA283761 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Aimee B Stablewski · 2023 to 2026
$1.3M
NCI NIH HHS R50 CA283761
6 · The paper itself

Abstract

Embryonic development is intricately regulated by mechanical properties such as stiffness, which influence developmental viability and implantation success – factors critical in assisted reproductive technologies (ART). Traditional embryo evaluation relies predominantly on morphology, lacking quantitative mechanical parameters that could enhance selection accuracy. Recent studies indicate that the stiffness (elasticity) of the zona pellucida (ZP) – the glycoprotein-rich extracellular matrix surrounding mammalian oocytes and embryos – correlates with embryo quality and developmental potential​. However, current biomechanical characterization techniques – including micropipette aspiration, atomic force microscopy (AFM), microtactile sensors, and microelectromechanical systems (MEMS) based sensors – either pose risks of mechanical damage or involve complex, time-consuming procedures unsuitable for clinical settings​. Here, we introduce a novel approach leveraging fluidic force microscopy cantilevers to non-invasively evaluate embryo biomechanics. Our proof-of-concept study demonstrates rapid, precise stiffness profiling of intact mouse embryos (specifically ZP elasticity). Using gentle microsuction attachment with no chemical adhesives or rigid immobilization, the method preserves embryo integrity while providing reproducible elasticity measurements. This method combines the precision of AFM with minimal invasiveness, offering a promising new quantitative biomechanical indicator to augment clinical embryo assessment and paving the way for broader applications in reproductive biology.

Indexed as

Embryo, MammalianLab-On-A-Chip DevicesMechanical PhenomenaMicroscopy, Atomic ForceAnimalsBiomechanical PhenomenaElasticityFemaleMiceZona PellucidaAssisted Reproductive Technology (ART)Elastic ModulusEmbryo BiomechanicsFluidic Force Microscopy (FluidFM)Mouse EmbryosNon-invasive CharacterizationZona Pellucida

Identifiers

PMID41557007
PMCPMC12929246

What OpenQuestion holds

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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.