Evidence map›Paper›PMID 40140634›Full record

ReviewNature protocols2025

Cyborg organoids integrated with stretchable nanoelectronics can be functionally mapped during development.

Zuwan Lin, Wenbo Wang, Ren Liu, Qiang Li, Jaeyong Lee, Charles Hirschler, Jia Liu

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Article
  5. Article
  6. Review
  7. Multiscale Construction, Evaluation, and Application of Organoids.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  8. Article
  9. Article
  10. Review
  11. Review
  12. 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

7 authors.

Zuwan Lin *John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Wenbo Wang *John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.ORCID 0000-0002-4282-2542
Ren Liu *John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Qiang Li *John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Jaeyong LeeJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Charles HirschlerJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA.
Jia LiuJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, USA. jia_liu@seas.harvard.edu.ORCID 0000-0003-2217-6982

Funding

Charting human islet maturation via combined soft nanoelectronics and single-cell spatial transcriptomicsDP1DK130673 · NIDDK · HARVARD UNIVERSITY · PI LIU, JIA · 2021 to 2025
$4.3M
"Building a robust organoid platform to study the developmental potential and physiology of human specific cortical cell types"RF1MH123948 · NIMH · HARVARD UNIVERSITY · PI LIU, JIA, RAMANATHAN, SHARAD · 2020 to 2020
$1.8M
SCH: Al-driven Flexible Electronics for Cardiac Organoid MaturationR01LM014465 · NLM · HARVARD UNIVERSITY · PI Jie Ding, Na Li · 2023 to 2026
$1.1M
NIDDK NIH HHS DP1 DK130673NIMH NIH HHS RF1 MH123948NLM NIH HHS R01 LM014465
6 · The paper itself

Abstract

Organoids are in vitro miniaturized cellular models of organs that offer opportunities for studying organ development, disease mechanisms and drug screening. Understanding the complex processes governing organoid development and function requires methods suitable for the continuous, long-term monitoring of cell activities (for example, electrophysiological and mechanical activity) at single-cell resolution throughout the entire three-dimensional (3D) structure. Cyborg organoid technology addresses this need by seamlessly integrating stretchable mesh nanoelectronics with tissue-like properties, such as tissue-level flexibility, subcellular feature size and mesh-like networks, into 3D organoids through a 2D-to-3D tissue reconfiguration process during organogenesis. This approach enables longitudinal, tissue-wide, single-cell functional mapping, thereby overcoming the limitations of existing techniques including recording duration, spatial coverage, and the ability to maintain stable contact with the tissue during organoid development. This protocol describes the fabrication and characterization of stretchable mesh nanoelectronics, their electrical performance, their integration with organoids and the acquisition of long-term functional organoid activity requiring multimodal data analysis techniques. Cyborg organoid technology represents a transformative tool for investigating organoid development and function, with potential for improving in vitro disease models, drug screening and personalized medicine. The procedure is suitable for users within a multidisciplinary team with expertise in stem cell biology, tissue engineering, nanoelectronics fabrication, electrophysiology and data science.

Indexed as

ElectronicsNanotechnologyOrganoidsAnimalsHumansTissue Engineering

Identifiers

What OpenQuestion holds

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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.