Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens

Several human tissues are investigated in studies of molecular biomarkers associated with diseases development. Special attention is focused on the blood and its components due to combining abundant information about systemic responses to pathological processes as well as high accessibility. In the...

Full description

Bibliographic Details
Main Authors: Daniel P. Zalewski, Karol P. Ruszel, Andrzej Stępniewski, Dariusz Gałkowski, Jacek Bogucki, Przemysław Kołodziej, Jolanta Szymańska, Bartosz J. Płachno, Tomasz Zubilewicz, Marcin Feldo, Janusz Kocki, Anna Bogucka-Kocka
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/6/3200
id doaj-b0bff4ae913c4ff384380026728b55ea
record_format Article
spelling doaj-b0bff4ae913c4ff384380026728b55ea2021-03-22T00:03:23ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-03-01223200320010.3390/ijms22063200Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells SpecimensDaniel P. Zalewski0Karol P. Ruszel1Andrzej Stępniewski2Dariusz Gałkowski3Jacek Bogucki4Przemysław Kołodziej5Jolanta Szymańska6Bartosz J. Płachno7Tomasz Zubilewicz8Marcin Feldo9Janusz Kocki10Anna Bogucka-Kocka11Chair and Department of Biology and Genetics, Medical University of Lublin, 4a Chodźki St., 20-093 Lublin, PolandChair of Medical Genetics, Department of Clinical Genetics, Medical University of Lublin, 11 Radziwiłłowska St., 20-080 Lublin, PolandEcotech Complex Analytical and Programme Centre for Advanced Environmentally Friendly Technologies, University of Marie Curie-Skłodowska, 39 Głęboka St., 20-612 Lublin, PolandDepartment of Pathology and Laboratory Medicine, Rutgers-Robert Wood Johnson Medical School, One Robert Wood Johnson Place, New Brunswick, NJ 08903-0019, USAChair and Department of Organic Chemistry, Medical University of Lublin, 4a Chodźki St., 20-093 Lublin, PolandLaboratory of Diagnostic Parasitology, Chair and Department of Biology and Genetics, Medical University of Lublin, 4a Chodźki St., 20-093 Lublin, PolandDepartment of Integrated Paediatric Dentistry, Chair of Integrated Dentistry, Medical University of Lublin, 6 Chodźki St., 20-093 Lublin, PolandDepartment of Plant Cytology and Embryology, Institute of Botany, Faculty of Biology, Jagiellonian University in Kraków, 9 Gronostajowa St., 30-387 Cracow, PolandChair and Department of Vascular Surgery and Angiology, Medical University of Lublin, 11 Staszica St., 20-081 Lublin, PolandChair and Department of Vascular Surgery and Angiology, Medical University of Lublin, 11 Staszica St., 20-081 Lublin, PolandChair of Medical Genetics, Department of Clinical Genetics, Medical University of Lublin, 11 Radziwiłłowska St., 20-080 Lublin, PolandChair and Department of Biology and Genetics, Medical University of Lublin, 4a Chodźki St., 20-093 Lublin, PolandSeveral human tissues are investigated in studies of molecular biomarkers associated with diseases development. Special attention is focused on the blood and its components due to combining abundant information about systemic responses to pathological processes as well as high accessibility. In the current study, transcriptome profiles of peripheral blood mononuclear cells (PBMCs) were used to compare differentially expressed genes between patients with lower extremities arterial disease (LEAD), abdominal aortic aneurysm (AAA) and chronic venous disease (CVD). Gene expression patterns were generated using the Ion S5XL next-generation sequencing platform and were analyzed using DESeq2 and UVE-PLS methods implemented in R programming software. In direct pairwise analysis, 21, 58 and 10 differentially expressed genes were selected from the comparison of LEAD vs. AAA, LEAD vs. CVD and AAA vs. CVD patient groups, respectively. Relationships between expression of dysregulated genes and age, body mass index, creatinine levels, hypertension and medication were identified using Spearman rank correlation test and two-sided Mann–Whitney U test. The functional analysis, performed using DAVID website tool, provides potential implications of selected genes in pathological processes underlying diseases studied. Presented research provides new insight into differences of pathogenesis in LEAD, AAA and CVD, and selected genes could be considered as potential candidates for biomarkers useful in diagnosis and differentiation of studied diseases.https://www.mdpi.com/1422-0067/22/6/3200lower extremities arterial diseasechronic venous diseaseabdominal aortic aneurysmgene expressionnext generation sequencingbiomarker
collection DOAJ
language English
format Article
sources DOAJ
author Daniel P. Zalewski
Karol P. Ruszel
Andrzej Stępniewski
Dariusz Gałkowski
Jacek Bogucki
Przemysław Kołodziej
Jolanta Szymańska
Bartosz J. Płachno
Tomasz Zubilewicz
Marcin Feldo
Janusz Kocki
Anna Bogucka-Kocka
spellingShingle Daniel P. Zalewski
Karol P. Ruszel
Andrzej Stępniewski
Dariusz Gałkowski
Jacek Bogucki
Przemysław Kołodziej
Jolanta Szymańska
Bartosz J. Płachno
Tomasz Zubilewicz
Marcin Feldo
Janusz Kocki
Anna Bogucka-Kocka
Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
International Journal of Molecular Sciences
lower extremities arterial disease
chronic venous disease
abdominal aortic aneurysm
gene expression
next generation sequencing
biomarker
author_facet Daniel P. Zalewski
Karol P. Ruszel
Andrzej Stępniewski
Dariusz Gałkowski
Jacek Bogucki
Przemysław Kołodziej
Jolanta Szymańska
Bartosz J. Płachno
Tomasz Zubilewicz
Marcin Feldo
Janusz Kocki
Anna Bogucka-Kocka
author_sort Daniel P. Zalewski
title Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
title_short Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
title_full Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
title_fullStr Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
title_full_unstemmed Identification of Transcriptomic Differences between Lower Extremities Arterial Disease, Abdominal Aortic Aneurysm and Chronic Venous Disease in Peripheral Blood Mononuclear Cells Specimens
title_sort identification of transcriptomic differences between lower extremities arterial disease, abdominal aortic aneurysm and chronic venous disease in peripheral blood mononuclear cells specimens
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-03-01
description Several human tissues are investigated in studies of molecular biomarkers associated with diseases development. Special attention is focused on the blood and its components due to combining abundant information about systemic responses to pathological processes as well as high accessibility. In the current study, transcriptome profiles of peripheral blood mononuclear cells (PBMCs) were used to compare differentially expressed genes between patients with lower extremities arterial disease (LEAD), abdominal aortic aneurysm (AAA) and chronic venous disease (CVD). Gene expression patterns were generated using the Ion S5XL next-generation sequencing platform and were analyzed using DESeq2 and UVE-PLS methods implemented in R programming software. In direct pairwise analysis, 21, 58 and 10 differentially expressed genes were selected from the comparison of LEAD vs. AAA, LEAD vs. CVD and AAA vs. CVD patient groups, respectively. Relationships between expression of dysregulated genes and age, body mass index, creatinine levels, hypertension and medication were identified using Spearman rank correlation test and two-sided Mann–Whitney U test. The functional analysis, performed using DAVID website tool, provides potential implications of selected genes in pathological processes underlying diseases studied. Presented research provides new insight into differences of pathogenesis in LEAD, AAA and CVD, and selected genes could be considered as potential candidates for biomarkers useful in diagnosis and differentiation of studied diseases.
topic lower extremities arterial disease
chronic venous disease
abdominal aortic aneurysm
gene expression
next generation sequencing
biomarker
url https://www.mdpi.com/1422-0067/22/6/3200
work_keys_str_mv AT danielpzalewski identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT karolpruszel identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT andrzejstepniewski identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT dariuszgałkowski identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT jacekbogucki identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT przemysławkołodziej identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT jolantaszymanska identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT bartoszjpłachno identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT tomaszzubilewicz identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT marcinfeldo identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT januszkocki identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
AT annaboguckakocka identificationoftranscriptomicdifferencesbetweenlowerextremitiesarterialdiseaseabdominalaorticaneurysmandchronicvenousdiseaseinperipheralbloodmononuclearcellsspecimens
_version_ 1724209647308505088