Evidence map›Paper›PMID 34552926›Full record

ReviewFrontiers in cell and developmental biology2021

Visualizing the Invisible: Advanced Optical Microscopy as a Tool to Measure Biomechanical Forces.

Chad M Hobson, Jesse S Aaron, John M Heddleston, Teng-Leong Chew

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in cell and developmental biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.8field-weighted citation impact, top 33% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. Full Vectorial Field Sensing Using Liquid Crystal Droplet Arrays.Advanced materials (Deerfield Beach, Fla.) · 2026
    Article
  3. Review
  4. Article
  5. 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

4 authors at 4 institutions in 1 country.

Chad M HobsonAdvanced Imaging Center, Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, United States.
Jesse S AaronAdvanced Imaging Center, Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, United States.
John M HeddlestonCleveland Clinic Florida Research and Innovation Center, Port St. Lucie, FL, United States.
Teng-Leong ChewAdvanced Imaging Center, Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, United States.
Cleveland Clinic Florida · USHoward Hughes Medical Institute · USImaging Center · USJanelia Research Campus · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The importance of mechanical force in biology is evident across diverse length scales, ranging from tissue morphogenesis during embryo development to mechanotransduction across single adhesion proteins at the cell surface. Consequently, many force measurement techniques rely on optical microscopy to measure forces being applied by cells on their environment, to visualize specimen deformations due to external forces, or even to directly apply a physical perturbation to the sample via photoablation or optogenetic tools. Recent developments in advanced microscopy offer improved approaches to enhance spatiotemporal resolution, imaging depth, and sample viability. These advances can be coupled with already existing force measurement methods to improve sensitivity, duration and speed, amongst other parameters. However, gaining access to advanced microscopy instrumentation and the expertise necessary to extract meaningful insights from these techniques is an unavoidable hurdle. In this Live Cell Imaging special issue Review, we survey common microscopy-based force measurement techniques and examine how they can be bolstered by emerging microscopy methods. We further explore challenges related to the accompanying data analysis in biomechanical studies and discuss the various resources available to tackle the global issue of technology dissemination, an important avenue for biologists to gain access to pre-commercial instruments that can be leveraged for biomechanical studies.

Indexed as

biomechanical forcefluorescence microscopylight-sheet fluorescence microscopymechanobiologysuper-resolution microscopy

Identifiers

PMID34552926
PMCPMC8450411
OpenAlexW3198804878

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.