Evidence map›Paper›PMID 42631159›Full record

ArticleACS measurement science au2026

Color-Changing Hydrogels for Visual pH Monitoring of Confined Living Systems.

Wei-Ting Chang, Matthew M Hausladen, Olivia J Armendarez, Jenevieve Kuang, Neel S Joshi, Daniel J Wilson, Leila F Deravi

Abstract read
In one paragraph

Article in ACS measurement science au, 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

7 authors.

Wei-Ting ChangDepartment of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.
Matthew M HausladenKostas Research Institute, Northeastern University, Burlington, Massachusetts 01803, United States.ORCID https://orcid.org/0000-0002-4673-7820
Olivia J ArmendarezDepartment of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.ORCID https://orcid.org/0009-0007-8323-0352
Jenevieve KuangDepartment of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.
Neel S JoshiDepartment of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.ORCID https://orcid.org/0000-0001-8236-3566
Daniel J WilsonKostas Research Institute, Northeastern University, Burlington, Massachusetts 01803, United States.ORCID https://orcid.org/0000-0002-1472-9623
Leila F DeraviDepartment of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States.ORCID https://orcid.org/0000-0003-3226-2470

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maintaining pH homeostasis is essential for cell viability, yet confined culture systems such as bioreactors are susceptible to pH drift, even under controlled nutrient supply. We developed a noninvasive method for continuous pH monitoring of microbial cultures using dual-dye colorimetric sensors covalently bound to pH-responsive hydrogels. A 3D-printed dual-chamber device spatially separates the sensors from active cultures, allowing only proton and metabolite diffusion across the semipermeable membrane. This eliminates the risk of sensor obscuration from cell turbidity. Quantitative pH measurements were obtained through image-based color analysis and numerical processing of the hydrogel response, resolving pH within ±0.1 units of those performed using conventional sensors. Our material strategy offers an alternative approach for in situ monitoring of confined culture environments, enabling live tracking of pH dynamics in biological systems.

Indexed as

automated pH monitoringcolor space analysisdual-chamber devicedual-dye indicatormultiple component integrationpH-responsive hydrogelreal time optical sensing

Identifiers

PMID42631159
PMCPMC13495730

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.