Evidence map›Paper›PMID 42569103›Full record

ArticleACS omega2026

A Programmable DNA Biohybrid Material Coupled with Intelligent Cell-Free Computation for Environmental Sensing.

Hailan He, Ting-Yen Wei, Warren C Ruder

Abstract read
In one paragraph

Article in ACS omega, 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

3 authors.

Hailan HeDepartment of Bioengineering, University of Pittsburgh, 300 Technology Drive, Pittsburgh, Pennsylvania 15219, United States.ORCID https://orcid.org/0009-0008-3094-7322
Ting-Yen WeiDepartment of Bioengineering, University of Pittsburgh, 300 Technology Drive, Pittsburgh, Pennsylvania 15219, United States.
Warren C RuderDepartment of Bioengineering, University of Pittsburgh, 300 Technology Drive, Pittsburgh, Pennsylvania 15219, United States.ORCID https://orcid.org/0000-0003-0745-9933

Funding

Creating Magnetically Inducible Synthetic Gene Networks for Cell and Tissue TherapiesDP2GM132934 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RUDER, WARREN CHRISTOPHER · 2018 to 2018
$2.2M
NIGMS NIH HHS DP2 GM132934
6 · The paper itself

Abstract

Programmable materials integrated with intelligent signal processing are essential for developing adaptive and autonomous environmental sensing systems. Here, we present a biohybrid material platform in which environmental DNA is captured by streptavidin (SA)-functionalized microparticles and delivered to a cell-free transcription-translation system for intelligent information processing. The microparticles selectively capture biotinylated DNA from their surroundings, which serve as molecular algorithm inputs for downstream biological computation. DNA immobilized on the particle surface remains transcriptionally active, enabling cell-free systems to produce tunable outputs, including (1) linear responses proportional to DNA input concentration and (2) threshold-dependent switching behaviors achieved through competitive binding. By offloading computation to a cell-free biochemical processor, this approach enables scalable, biocompatible sensing without the need for onboard electronics. This biohybrid design provides a versatile framework for engineering intelligent materials with applications in developing smart tools for healthcare and environmental monitoring.

Identifiers

PMID42569103
PMCPMC13449214

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.