Evidence map›Paper›PMID 32703998›Full record

ArticleScientific reports2020

Identification of potential biomarkers for predicting the early onset of diabetic cardiomyopathy in a mouse model.

Rabia Johnson, Xolisa Nxele, Martin Cour, Nonhlakanipho Sangweni, Tracey Jooste, Nkanyiso Hadebe, Ebrahim Samodien, Mongi Benjeddou, Mikateko Mazino, Johan Louw and 1 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
1.3field-weighted citation impact, top 17% 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

13 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
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  10. Lysyl oxidase like-2 in fibrosis and cardiovascular disease.American journal of physiology. Cell physiology · 2023
    Review
  11. Article
  12. Review
  13. Linking LOXL2 to Cardiac Interstitial Fibrosis.International journal of molecular sciences · 2020
    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

11 authors at 4 institutions in 2 countries.

Rabia JohnsonBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa. rabia.johnson@mrc.ac.za.
Xolisa NxeleBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa.
Martin CourHospices Civils de Lyon, Hôpital Edouard Herriot, Service de Médecine Intensive-Réanimation, Lyon Cedex 03, France.
Nonhlakanipho SangweniBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa.
Tracey JoosteBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa.
Nkanyiso HadebeHatter Institute for Cardiovascular Research in Africa (HICRA), Faculty of Health Sciences, University of Cape Town, Observatory, South Africa.
Ebrahim SamodienBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa.
Mongi BenjeddouDepartment of Biotechnology, University of Western Cape, Cape Town, South Africa.
Mikateko MazinoBiostatistics Research Unit, South African Medical Research Council (SAMRC), Cape Town, South Africa.
Johan LouwBiomedical Research and Innovation Platform (BRIP), South African Medical Research Council (SAMRC), Tygerberg, 7505, South Africa.
Sandrine LecourHatter Institute for Cardiovascular Research in Africa (HICRA), Faculty of Health Sciences, University of Cape Town, Observatory, South Africa.
South African Medical Research Council · ZAUniversity of Cape Town · ZAUniversity of the Western Cape · ZAHôpital Edouard Herriot · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes (T2D) is characterized by metabolic derangements that cause a shift in substrate preference, inducing cardiac interstitial fibrosis. Interstitial fibrosis plays a key role in aggravating left ventricular diastolic dysfunction (LVDD), which has previously been associated with the asymptomatic onset of heart failure. The latter is responsible for 80% of deaths among diabetic patients and has been termed diabetic cardiomyopathy (DCM). Through in silico prediction and subsequent detection in a leptin receptor-deficient db/db mice model (db/db), we confirmed the presence of previously identified potential biomarkers to detect the early onset of DCM. Differential expression of Lysyl Oxidase Like 2 (LOXL2) and Electron Transfer Flavoprotein Beta Subunit (ETFβ), in both serum and heart tissue of 6-16-week-old db/db mice, correlated with a reduced left-ventricular diastolic dysfunction as assessed by high-resolution Doppler echocardiography. Principal component analysis of the combined biomarkers, LOXL2 and ETFβ, further displayed a significant difference between wild type and db/db mice from as early as 9 weeks of age. Knockdown in H9c2 cells, utilising siRNA of either LOXL2 or ETFβ, revealed a decrease in the expression of Collagen Type I Alpha1 (COL1A1), a marker known to contribute to enhanced myocardial fibrosis. Additionally, receiver-operating curve (ROC) analysis of the proposed diagnostic profile showed that the combination of LOXL2 and ETFβ resulted in an area under the curve (AUC) of 0.813, with a cut-off point of 0.824, thus suggesting the favorable positive predictive power of the model and further supporting the use of LOXL2 and ETFβ as possible early predictive DCM biomarkers.

Indexed as

Amino Acid OxidoreductasesAnimalsBiomarkersCollagen Type ICollagen Type I, alpha 1 ChainComputer SimulationDiabetes Mellitus, ExperimentalDiabetes Mellitus, Type 2Diabetic CardiomyopathiesElectron-Transferring FlavoproteinsMaleMiceMice, KnockoutMyocardiumAmino Acid OxidoreductasesBiomarkersCollagen Type ICollagen Type I, alpha 1 ChainElectron-Transferring FlavoproteinsLoxl2 protein, mouse

Identifiers

PMID32703998
PMCPMC7378836
OpenAlexW3044137030

What OpenQuestion holds

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LicenceCC BY
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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.