Evidence map›Paper›PMID 40996091›Full record

ArticleFaraday discussions2026

Mass-resolved UV-Vis-GPC mapping diagnoses catalyst ageing in RCF lignin streams.

Siyuan Gao, Raul Rinken, Robert T Woodward, Jie Bao, Roberto Rinaldi

Abstract read
In one paragraph

Article in Faraday discussions, 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

5 authors.

Siyuan GaoDepartment of Chemical Engineering, Tomorrow's Chemical Technologies Lab, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK. r.rinaldi1@imperial.ac.uk.ORCID http://orcid.org/0009-0000-3782-0449
Raul RinkenDepartment of Chemical Engineering, Tomorrow's Chemical Technologies Lab, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK. r.rinaldi1@imperial.ac.uk.
Robert T WoodwardDepartment of Chemical Engineering, Tomorrow's Chemical Technologies Lab, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK. r.rinaldi1@imperial.ac.uk.ORCID http://orcid.org/0000-0003-0834-5137
Jie BaoDepartment of Chemical Engineering, Tomorrow's Chemical Technologies Lab, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK. r.rinaldi1@imperial.ac.uk.
Roberto RinaldiDepartment of Chemical Engineering, Tomorrow's Chemical Technologies Lab, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK. r.rinaldi1@imperial.ac.uk.ORCID http://orcid.org/0000-0002-7175-4972

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Catalyst stability is central to the viability of lignin-first biorefineries, yet conventional characterisation often fails to detect the subtle deactivation processes that govern product quality. Here, we demonstrate that ultraviolet-visible (UV-Vis) spectroscopy, when combined with gel permeation chromatography (GPC), can serve as a sensitive diagnostic tool for detecting catalyst performance decline in Reductive Catalytic Fractionation (RCF). We introduce a concentration-independent spectral index (SI

Identifiers

PMID40996091
PMCPMC12462285

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Registered trials

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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.