Evidence map›Paper›PMID 42272440›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Ultra-High-Throughput Discovery of Multifunctional Polyphenolic Coatings on Droplet Microarrays.

Vania Tanda Widyaya, Joaquín E Urrutia Gómez, Paul Reuß, Alexander Welle, Rolf A Gattung, Jana Mayer, Peter Krolla, Markus Reischl, Pascal Friederich, Anna A Popova and 2 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

12 authors.

Vania Tanda WidyayaInstitute of Biological and Chemical Systems-Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Joaquín E Urrutia GómezInstitute of Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Paul ReußInstitute of Biological and Chemical Systems-Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Alexander WelleInstitute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Rolf A GattungInstitute of Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Jana MayerInstitute of Biological and Chemical Systems-Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Peter KrollaInstitute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Markus ReischlInstitute of Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.ORCID https://orcid.org/0000-0002-7780-6374
Pascal FriederichInstitute of Nanotechnology (INT), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.ORCID https://orcid.org/0000-0003-4465-1465
Anna A PopovaInstitute of Biological and Chemical Systems-Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.ORCID https://orcid.org/0000-0001-7054-0609
Thomas SchwartzInstitute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.
Pavel A LevkinInstitute of Biological and Chemical Systems-Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany.ORCID https://orcid.org/0000-0002-5975-948X

Funding

Deutsche Forschungsgemeinschaft 501386634DFG Heisenbergprofessur grant 406232485DFG Heisenbergprofessur grant LE 2936/9-1
6 · The paper itself

Abstract

The rapid discovery of functional coatings is vital for advancing technologies in healthcare, energy, and environmental protection, yet it remains limited by the lack of scalable high-throughput (HT) methods. Here, an ultra-high-throughput (UHT) combinatorial strategy is introduced for the miniaturized synthesis and screening of polyamine-polyphenolic (PaPp) coatings (formed in Tris buffer) using droplet microarrays (DMA). Approximately 30 000 coatings were generated from binary and ternary combinations of 51 polyphenols (Pp) and 12 polyamines (Pa), each produced in 160 nL volumes (<5 mL total reagent use), enabling the rapid identification of hundreds of previously unknown functional materials, including over 225 fluorescent coatings and more than 100 redox-active, metal-reducing surfaces. Antibacterial screening uncovered seven coatings with reproducible activity against Pseudomonas aeruginosa, and subsequent validation on macroscale substrates confirmed up to <1-log colony-forming unit (CFU) reduction against P. aeruginosa and E. coli. Importantly, five coatings exhibited multiple functionalities, combining surface stability, intrinsic fluorescence, metal-reducing activity, antibacterial effects, and compatibility with adherent human cells. This UHT approach yields the first comprehensive functionality map of PaPp coatings, revealing previously inaccessible multifunctional materials and demonstrating a scalable strategy for the discovery of surface chemistries with tailored optical, redox, and biological properties.

Indexed as

Anti-Bacterial AgentsCoated Materials, BiocompatibleHigh-Throughput Screening AssaysMicroarray AnalysisPolyphenolsEscherichia coliHumansPolyaminesPseudomonas aeruginosaSurface PropertiesAnti-Bacterial AgentsCoated Materials, BiocompatiblePolyaminesPolyphenolsantimicrobial resistancedroplet microarray technologyfunctional coatingsplant polyphenolspolyamine‐polyphenolic coatingssurface chemistrysurface functionalizationultra‐high‐throughput combinatorial synthesisultra‐high‐throughput screening

Identifiers

PMID42272440
PMCPMC13361275

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.