Evidence map›Paper›PMID 34502096›Full record

ArticleInternational journal of molecular sciences2021

Fourier Transform Infrared Microspectroscopy Combined with Principal Component Analysis and Artificial Neural Networks for the Study of the Effect of β-Hydroxy-β-Methylbutyrate (HMB) Supplementation on Articular Cartilage.

Izabela Świetlicka, Siemowit Muszyński, Carina Prein, Hauke Clausen-Schaumann, Attila Aszodi, Marcin B Arciszewski, Tomasz Blicharski, Mariusz Gagoś, Michał Świetlicki, Piotr Dobrowolski and 3 more

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.7field-weighted citation impact, top 29% of its field
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

5 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Article
  3. Loss of collagen content is localized near cartilage lesions on the day of injurious loading and intensified on day 12.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2025
    Article
  4. Article
  5. Review
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 at 6 institutions in 2 countries.

Izabela ŚwietlickaDepartment of Biophysics, Faculty of Environmental Biology, University of Life Sciences in Lublin, 20-950 Lublin, Poland.ORCID 0000-0003-1053-0948
Siemowit MuszyńskiDepartment of Biophysics, Faculty of Environmental Biology, University of Life Sciences in Lublin, 20-950 Lublin, Poland.ORCID 0000-0002-4118-6302
Carina PreinCenter for Applied Tissue Engineering and Regenerative Medicine-CANTER, Munich University of Applied Sciences, 80335 Munich, Germany.
Hauke Clausen-SchaumannCenter for Applied Tissue Engineering and Regenerative Medicine-CANTER, Munich University of Applied Sciences, 80335 Munich, Germany.ORCID 0000-0002-9413-0310
Attila AszodiLaboratory of Cartilage Development, Diseases and Regeneration, Department for Orthopaedics and Trauma Surgery, Musculoskeletal University Centre Munich (MUM), University Hospital, LMU Munich, 82152 Planegg, Germany.ORCID 0000-0003-3569-6557
Marcin B ArciszewskiDepartment of Animal Anatomy and Histology, University of Life Sciences in Lublin, 20-950 Lublin, Poland.ORCID 0000-0002-3643-3524
Tomasz BlicharskiChair and Department of Rehabilitation and Orthopedics, Medical University in Lublin, 20-090 Lublin, Poland.ORCID 0000-0001-9747-8817
Mariusz GagośDepartment of Cell Biology, Maria Curie Sklodowska University, 20-031 Lublin, Poland.
Michał ŚwietlickiDepartment of Applied Physics, Faculty of Mechanical Engineering, Lublin University of Technology, 20-618 Lublin, Poland.ORCID 0000-0003-3625-542X
Piotr DobrowolskiDepartment of Functional Anatomy and Cytobiology, Faculty of Biology and Biotechnology, Maria Curie-Sklodowska University, 20-033 Lublin, Poland.
Katarzyna KrasDepartment of Animal Anatomy and Histology, University of Life Sciences in Lublin, 20-950 Lublin, Poland.
Ewa TomaszewskaDepartment of Animal Physiology, Faculty of Veterinary Medicine, University of Life Sciences in Lublin, 20-950 Lublin, Poland.ORCID 0000-0002-7574-2653
Marta ArczewskaDepartment of Biophysics, Faculty of Environmental Biology, University of Life Sciences in Lublin, 20-950 Lublin, Poland.ORCID 0000-0003-2553-0908
University of Life Sciences in Lublin · PLMedical University of Lublin · PLMunich University of Applied Sciences · DELMU Klinikum · DELublin University of Technology · PLMaria Curie-Skłodowska University · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The potential of Fourier Transform infrared microspectroscopy (FTIR microspectroscopy) and multivariate analyses were applied for the classification of the frequency ranges responsible for the distribution changes of the main components of articular cartilage (AC) that occur during dietary β-hydroxy-β-methyl butyrate (HMB) supplementation. The FTIR imaging analysis of histological AC sections originating from 35-day old male piglets showed the change in the collagen and proteoglycan contents of the HMB-supplemented group compared to the control. The relative amount of collagen content in the superficial zone increased by more than 23% and in the middle zone by about 17%, while no changes in the deep zone were observed compared to the control group. Considering proteoglycans content, a significant increase was registered in the middle and deep zones, respectively; 62% and 52% compared to the control. AFM nanoindentation measurements collected from animals administered with HMB displayed an increase in AC tissue stiffness by detecting a higher value of Young's modulus in all investigated AC zones. We demonstrated that principal component analysis and artificial neural networks could be trained with spectral information to distinguish AC histological sections and the group under study accurately. This work may support the use and effectiveness of FTIR imaging combined with multivariate analyses as a quantitative alternative to traditional collagenous tissue-related histology.

Indexed as

AnimalsCartilage, ArticularCollagenDietary SupplementsElastic ModulusMaleNeural Networks, ComputerPrincipal Component AnalysisProteoglycansSpectroscopy, Fourier Transform InfraredSwineValeratesbeta-hydroxyisovaleric acidCollagenProteoglycansValeratesanimal modelarticular cartilageartificial neural networksatomic force microscopycollagenFTIR microspectroscopyprincipal component analysisproteoglycansβ-hydroxy-β-methylbutyrate supplementation

Identifiers

PMID34502096
PMCPMC8430473
OpenAlexW3193716223

What OpenQuestion 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 OpenQuestion graph.