Evidence map›Paper›PMID 40770723›Full record

ArticleJournal of translational medicine2025

Molecular spectroscopy of blood plasma differentiates metabolic dysfunction-associated steatohepatitis from steatosis.

Barbora Nováková, Ondřej Vrtělka, Kateřina Králová, Lucie Habartová, Václav Šmíd, Karel Dvořák, Jaromír Petrtýl, Kateřina Žížalová, Jan Stříteský, Libor Vítek and 3 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
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

13 authors.

Barbora Nováková *Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, 12108, Czech Republic. barbora.novakova2@vfn.cz.ORCID 0000-0002-7565-5592
Ondřej Vrtělka *Department of Analytical Chemistry, University of Chemistry and Technology Prague, Prague 6, 166 28, Czech Republic.ORCID 0000-0003-4981-0314
Kateřina KrálováDepartment of Analytical Chemistry, University of Chemistry and Technology Prague, Prague 6, 166 28, Czech Republic.
Lucie HabartováDepartment of Analytical Chemistry, University of Chemistry and Technology Prague, Prague 6, 166 28, Czech Republic.
Václav Šmíd4th Department of Internal Medicine, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, 12808, Czech Republic.
Karel Dvořák4th Department of Internal Medicine, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, 12808, Czech Republic.
Jaromír Petrtýl4th Department of Internal Medicine, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, 12808, Czech Republic.
Kateřina ŽížalováInstitute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, 12108, Czech Republic.
Jan StříteskýDepartment of Pathology, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, 12800, Czech Republic.
Libor VítekInstitute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, 12108, Czech Republic.
Martin LeníčekInstitute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, 12108, Czech Republic.
Vladimír SetničkaDepartment of Analytical Chemistry, University of Chemistry and Technology Prague, Prague 6, 166 28, Czech Republic.
Radan Brůha4th Department of Internal Medicine, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, 12808, Czech Republic.

Funding

lékařská fakulta Univerzity Karlovy Cooperatio Research programMinisterstvo Zdravotnictví Ceské Republiky AZV MHCZ NU23-01-00288Ministerstvo Zdravotnictví Ceské Republiky DRO-VFN00064165the Foundation of the Czech Society of Hepatology the Foundation of the Czech Society of Hepatology
6 · The paper itself

Abstract

backgroundVibrational and chiroptical spectroscopy of blood plasma is an advanced experimental diagnostic approach that allows the identification of disease-specific molecular patterns. This study aimed to test its potential to distinguish between different stages of metabolic dysfunction-associated steatotic liver disease (MASLD) including liver fibrosis.

methodsWe analyzed blood plasma samples from 29 patients with metabolic dysfunction-associated steatohepatitis (MASH) and 24 MASLD patients with simple steatosis using Fourier-transform infrared (FTIR) spectroscopy, Raman spectroscopy and electronic circular dichroism (ECD) spectroscopy to distinguish: (i) MASH; (ii) MASH with moderate to advanced fibrosis; and (iii) overall fibrosis.

resultsFTIR spectroscopy distinguished MASH from simple steatosis with a sensitivity of 73% and a specificity of 92%, with an area under the receiver operating characteristic curve (AUROC) of 0.92, p < 0.001. In addition, FTIR spectroscopy identified MASH with moderate to advanced fibrosis (F2-3) from MASH/steatosis with no to mild fibrosis (F0-1) with a sensitivity of 87% and specificity of 78% (AUROC 0.91, p < 0.001). Furthermore, regardless of the MASH/steatosis diagnosis, fibrosis (F1-3) was distinguished from F0 by the combination of data from the three spectroscopic methods with a sensitivity of 79% and a specificity of 88% (AUROC 0.91, p < 0.001). Both FTIR and Raman spectroscopy alone discriminated all target groups with an AUROC > 0.82.

conclusionsThis pilot study revealed the potential of blood plasma spectroscopy to identify and differentiate patients with various stages of MASLD.

Indexed as

Fatty LiverMetabolic DiseasesAdultAgedCircular DichroismDiagnosis, DifferentialFemaleHumansLiver CirrhosisMaleMiddle AgedROC CurveSpectroscopy, Fourier Transform InfraredSpectrum Analysis, RamanChiroptical spectroscopyElectronic circular dichroism spectroscopy (ECD)Fourier-transform infrared (FTIR) spectroscopyLiver fibrosisMetabolic dysfunction-associated steatohepatitis (MASH)Metabolic dysfunction-associated steatotic liver disease (MASLD)Noninvasive diagnosticsRaman spectroscopySimple steatosisVibrational spectroscopy

Identifiers

PMID40770723
PMCPMC12329913

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.