Evidence map›Paper›PMID 41489815›Full record

ReviewNanoscale horizons2026

Functional super-resolution microscopy of fibers and polymers: convergence of artificial and biological systems at the nanoscale.

Si-Jia Rao, Xiayi Gong, Md Abul Shahid, Yunshu Liu, Hongjing Mao, Yang Zhang

Abstract readReview
In one paragraph

Review in Nanoscale horizons, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Si-Jia RaoMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.
Xiayi GongMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.
Md Abul ShahidMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.
Yunshu LiuMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.
Hongjing MaoMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.
Yang ZhangMolecular Analytics and Photonics (MAP) Lab, North Carolina State University, Raleigh, North Carolina 27606, USA. yang.zhang@ncsu.edu.ORCID http://orcid.org/0000-0003-1011-3001

Funding

Developing Switchable and Functional Fluorophores For Multi-Functional Super-Resolution MicroscopyR35GM155241 · NIGMS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI Yang Zhang · 2024 to 2026
$1.1M
Bright and switchable fluorophores for highly multiplexed super-resolution microscopy towards molecular interaction imagingR21GM141675 · NIGMS · NORTHWESTERN UNIVERSITY · PI ZHANG, YANG · 2021 to 2022
$400k
NIGMS NIH HHS R21 GM141675NIGMS NIH HHS R35 GM155241
6 · The paper itself

Abstract

Fluorescence nanoscopy has opened a new frontier for visualizing and understanding polymeric and fibrous materials with molecular precision. Building on advances in single molecule localization microscopy (SMLM), researchers are now extending beyond structure to probe dynamic and functional properties that govern material behavior. This Focus article highlights recent progress in functional SMLM for mapping polarity, viscosity and molecular motion within polymers and fibers, revealing how these nanoscale parameters influence macroscopic performance. Examples include tracking polymerization and phase evolution, resolving nanofiber organization, and correlating structural heterogeneity with local chemical environments. We further discuss the growing convergence between artificial and biological systems with shared principles of hierarchical organization. By integrating structural, dynamic, and functional imaging, fluorescence nanoscopy provides a unifying framework for studying and engineering complex molecular assemblies across living and synthetic matter.

Indexed as

NanofibersNanotechnologyPolymersSingle Molecule ImagingHumansMicroscopy, FluorescenceViscosityPolymers

Identifiers

PMID41489815
PMCPMC12767676

What Socratic 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 Socratic graph.