Evidence map›Paper›PMID 40241566›Full record

ArticleApplied spectroscopy2025

Prediction of Secondary Structure Content of Proteins Using Raman Spectroscopy and Self-Organizing Maps.

Marco Pinto Corujo, Pavel Michal, Dale Ang, Lindo Vivian, Nikola Chmel, Alison Rodger

Abstract read
In one paragraph

Article in Applied spectroscopy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Marco Pinto CorujoDepartment of Chemistry, University of Warwick, Coventry, UK.ORCID 0000-0002-3006-1205
Pavel MichalUniversity of Palacky, Olomouc, Czech Republic.
Dale AngBotanical Resources Australia, 44-46 Industrial Drive, Ulverstone, Tasmania 7315, Australia.ORCID 0000-0001-5142-7555
Lindo VivianAstrazeneca, Cambridge, UK.
Nikola ChmelDepartment of Chemistry, University of Warwick, Coventry, UK.
Alison RodgerResearch School of Chemistry, Australian National University, ACT, 2603, Australia.ORCID 0000-0002-7111-3024

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Proteins are biomolecules with characteristic three-dimensional (3D) arrangements that render them different vital functions. In the last 20 years, there has been a growing interest in biopharmaceutical proteins, especially antibodies, due to their therapeutic application

Indexed as

ProteinsSpectrum Analysis, RamanAlgorithmsProtein Structure, SecondaryProteinscircular dichroism spectroscopyinfrared spectroscopy‌Raman spectroscopySecondary structure of proteinsself-organizing mapsSOM

Identifiers

PMID40241566
PMCPMC12504791

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.