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For: Moni MA, Liò P. comoR: a software for disease comorbidity risk assessment. J Clin Bioinforma 2014;4:8. [PMID: 25045465 PMCID: PMC4081507 DOI: 10.1186/2043-9113-4-8] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2014] [Accepted: 04/17/2014] [Indexed: 12/13/2022]  Open
Number Cited by Other Article(s)
1
Kartheeswaran KP, Rayan AXA, Varrieth GT. Genetically and semantically aware homogeneous network for prediction and scoring of comorbidities. Comput Biol Med 2024;183:109252. [PMID: 39418770 DOI: 10.1016/j.compbiomed.2024.109252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 06/29/2024] [Accepted: 10/04/2024] [Indexed: 10/19/2024]
2
Roversi C, Tavazzi E, Vettoretti M, Di Camillo B. A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population. Sci Rep 2024;14:11514. [PMID: 38769364 PMCID: PMC11106085 DOI: 10.1038/s41598-024-61135-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/02/2024] [Indexed: 05/22/2024]  Open
3
Zhang W, Liu L, Xiao X, Zhou H, Peng Z, Wang W, Huang L, Xie Y, Xu H, Tao L, Nie W, Yuan X, Liu F, Yuan Q. Identification of common molecular signatures of SARS-CoV-2 infection and its influence on acute kidney injury and chronic kidney disease. Front Immunol 2023;14:961642. [PMID: 37026010 PMCID: PMC10070855 DOI: 10.3389/fimmu.2023.961642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 03/07/2023] [Indexed: 04/08/2023]  Open
4
Li C, Zhang Y, Xiao Y, Luo Y. Identifying the Effect of COVID-19 Infection in Multiple Myeloma and Diffuse Large B-Cell Lymphoma Patients Using Bioinformatics and System Biology. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022;2022:7017317. [PMID: 36466549 PMCID: PMC9711963 DOI: 10.1155/2022/7017317] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 11/05/2022] [Accepted: 11/12/2022] [Indexed: 09/29/2023]
5
Yang K, Liu J, Gong Y, Li Y, Liu Q. Bioinformatics and systems biology approaches to identify molecular targeting mechanism influenced by COVID-19 on heart failure. Front Immunol 2022;13:1052850. [DOI: 10.3389/fimmu.2022.1052850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 10/25/2022] [Indexed: 11/09/2022]  Open
6
Han X, Wang F, Yang P, Di B, Xu X, Zhang C, Yao M, Sun Y, Lin Y. A Bioinformatic Approach Based on Systems Biology to Determine the Effects of SARS-CoV-2 Infection in Patients with Hypertrophic Cardiomyopathy. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022;2022:5337380. [PMID: 36203534 PMCID: PMC9532139 DOI: 10.1155/2022/5337380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/26/2022] [Accepted: 09/01/2022] [Indexed: 11/18/2022]
7
Network-Based Data Analysis Reveals Ion Channel-Related Gene Features in COVID-19: A Bioinformatic Approach. Biochem Genet 2022;61:471-505. [PMID: 36104591 PMCID: PMC9473477 DOI: 10.1007/s10528-022-10280-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 09/01/2022] [Indexed: 11/02/2022]
8
Islam MK, Islam MR, Rahman MH, Islam MZ, Amin MA, Ahmed KR, Rahman MA, Moni MA, Kim B. Bioinformatics Strategies to Identify Shared Molecular Biomarkers That Link Ischemic Stroke and Moyamoya Disease with Glioblastoma. Pharmaceutics 2022;14:1573. [PMID: 36015199 PMCID: PMC9413912 DOI: 10.3390/pharmaceutics14081573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 07/17/2022] [Accepted: 07/19/2022] [Indexed: 12/01/2022]  Open
9
Hu H, Tang N, Zhang F, Li L, Li L. Bioinformatics and System Biology Approach to Identify the Influences of COVID-19 on Rheumatoid Arthritis. Front Immunol 2022;13:860676. [PMID: 35464423 PMCID: PMC9021444 DOI: 10.3389/fimmu.2022.860676] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 03/16/2022] [Indexed: 02/05/2023]  Open
10
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes. Health Inf Sci Syst 2022;10:2. [PMID: 35178244 PMCID: PMC8828812 DOI: 10.1007/s13755-021-00168-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 12/15/2022]  Open
11
Network based systems biology approach to identify diseasome and comorbidity associations of Systemic Sclerosis with cancers. Heliyon 2022;8:e08892. [PMID: 35198765 PMCID: PMC8841363 DOI: 10.1016/j.heliyon.2022.e08892] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 08/04/2021] [Accepted: 01/29/2022] [Indexed: 01/11/2023]  Open
12
Wesołowski S, Lemmon G, Hernandez EJ, Henrie A, Miller TA, Weyhrauch D, Puchalski MD, Bray BE, Shah RU, Deshmukh VG, Delaney R, Yost HJ, Eilbeck K, Tristani-Firouzi M, Yandell M. An explainable artificial intelligence approach for predicting cardiovascular outcomes using electronic health records. PLOS DIGITAL HEALTH 2022;1:e0000004. [PMID: 35373216 PMCID: PMC8975108 DOI: 10.1371/journal.pdig.0000004] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 11/17/2021] [Indexed: 11/19/2022]
13
Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approach. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2022.100881] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]  Open
14
Fränti P, Sieranoja S, Wikström K, Laatikainen T. Clustering Diagnoses from 58M Patient Visits in Finland 2015–2018 (Preprint). JMIR Med Inform 2021;10:e35422. [PMID: 35507390 PMCID: PMC9118010 DOI: 10.2196/35422] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/25/2022] [Accepted: 03/02/2022] [Indexed: 12/21/2022]  Open
15
Nashiry MA, Sumi SS, Sharif Shohan MU, Alyami SA, Azad AKM, Moni MA. Bioinformatics and system biology approaches to identify the diseasome and comorbidities complexities of SARS-CoV-2 infection with the digestive tract disorders. Brief Bioinform 2021;22:bbab126. [PMID: 33993223 PMCID: PMC8194728 DOI: 10.1093/bib/bbab126] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 03/16/2021] [Accepted: 03/16/2021] [Indexed: 01/08/2023]  Open
16
Chowdhury UN, Faruqe MO, Mehedy M, Ahmad S, Islam MB, Shoombuatong W, Azad A, Moni MA. Effects of Bacille Calmette Guerin (BCG) vaccination during COVID-19 infection. Comput Biol Med 2021;138:104891. [PMID: 34624759 PMCID: PMC8479467 DOI: 10.1016/j.compbiomed.2021.104891] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/21/2021] [Accepted: 09/21/2021] [Indexed: 12/16/2022]
17
Rahman MH, Rana HK, Peng S, Kibria MG, Islam MZ, Mahmud SMH, Moni MA. Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. Comput Biol Med 2021;138:104859. [PMID: 34601390 PMCID: PMC8483812 DOI: 10.1016/j.compbiomed.2021.104859] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 08/21/2021] [Accepted: 09/06/2021] [Indexed: 02/06/2023]
18
Lemmon G, Wesolowski S, Henrie A, Tristani-Firouzi M, Yandell M. A Poisson binomial-based statistical testing framework for comorbidity discovery across electronic health record datasets. NATURE COMPUTATIONAL SCIENCE 2021;1:694-702. [PMID: 35252879 PMCID: PMC8896515 DOI: 10.1038/s43588-021-00141-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 09/16/2021] [Indexed: 01/28/2023]
19
Chen K, Xu H, Lei Y, Lio P, Li Y, Guo H, Ali Moni M. Integration and interplay of machine learning and bioinformatics approach to identify genetic interaction related to ovarian cancer chemoresistance. Brief Bioinform 2021;22:6272796. [PMID: 33971668 DOI: 10.1093/bib/bbab100] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/04/2021] [Accepted: 03/06/2021] [Indexed: 11/15/2022]  Open
20
Chowdhury UN, Ahmad S, Islam MB, Alyami SA, Quinn JMW, Eapen V, Moni MA. System biology and bioinformatics pipeline to identify comorbidities risk association: Neurodegenerative disorder case study. PLoS One 2021;16:e0250660. [PMID: 33956862 PMCID: PMC8101720 DOI: 10.1371/journal.pone.0250660] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 04/12/2021] [Indexed: 12/17/2022]  Open
21
Nashiry A, Sarmin Sumi S, Islam S, Quinn JMW, Moni MA. Bioinformatics and system biology approach to identify the influences of COVID-19 on cardiovascular and hypertensive comorbidities. Brief Bioinform 2021;22:1387-1401. [PMID: 33458761 PMCID: PMC7929376 DOI: 10.1093/bib/bbaa426] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 12/06/2020] [Indexed: 01/08/2023]  Open
22
Identification and Validation of a Potential Prognostic 7-lncRNA Signature for Predicting Survival in Patients with Multiple Myeloma. BIOMED RESEARCH INTERNATIONAL 2021;2020:3813546. [PMID: 33204693 PMCID: PMC7661128 DOI: 10.1155/2020/3813546] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 07/27/2020] [Accepted: 08/25/2020] [Indexed: 12/29/2022]
23
Mahmud SMH, Al-Mustanjid M, Akter F, Rahman MS, Ahmed K, Rahman MH, Chen W, Moni MA. Bioinformatics and system biology approach to identify the influences of SARS-CoV-2 infections to idiopathic pulmonary fibrosis and chronic obstructive pulmonary disease patients. Brief Bioinform 2021;22:6224261. [PMID: 33847347 PMCID: PMC8083324 DOI: 10.1093/bib/bbab115] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 02/25/2021] [Accepted: 03/13/2021] [Indexed: 12/15/2022]  Open
24
Biswas S, Mitra P, Rao KS. Relation Prediction of Co-Morbid Diseases Using Knowledge Graph Completion. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2021;18:708-717. [PMID: 31295118 DOI: 10.1109/tcbb.2019.2927310] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
25
A system biological approach to investigate the genetic profiling and comorbidities of type 2 diabetes. GENE REPORTS 2020. [DOI: 10.1016/j.genrep.2020.100830] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
26
Ewing E, Planell-Picola N, Jagodic M, Gomez-Cabrero D. GeneSetCluster: a tool for summarizing and integrating gene-set analysis results. BMC Bioinformatics 2020;21:443. [PMID: 33028195 PMCID: PMC7542881 DOI: 10.1186/s12859-020-03784-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 09/28/2020] [Indexed: 01/06/2023]  Open
27
Al-Mustanjid M, Mahmud SMH, Royel MRI, Rahman MH, Islam T, Rahman MR, Moni MA. Detection of molecular signatures and pathways shared in inflammatory bowel disease and colorectal cancer: A bioinformatics and systems biology approach. Genomics 2020;112:3416-3426. [PMID: 32535071 DOI: 10.1016/j.ygeno.2020.06.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 05/03/2020] [Accepted: 06/02/2020] [Indexed: 02/07/2023]
28
Hossain MA, Asa TA, Rahman MM, Uddin S, Moustafa AA, Quinn JMW, Moni MA. Network-Based Genetic Profiling Reveals Cellular Pathway Differences Between Follicular Thyroid Carcinoma and Follicular Thyroid Adenoma. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020;17:E1373. [PMID: 32093341 PMCID: PMC7068514 DOI: 10.3390/ijerph17041373] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 02/05/2020] [Accepted: 02/12/2020] [Indexed: 12/11/2022]
29
Rana HK, Akhtar MR, Islam MB, Ahmed MB, Lió P, Huq F, Quinn JMW, Moni MA. Machine Learning and Bioinformatics Models to Identify Pathways that Mediate Influences of Welding Fumes on Cancer Progression. Sci Rep 2020;10:2795. [PMID: 32066756 PMCID: PMC7026442 DOI: 10.1038/s41598-020-57916-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 12/21/2019] [Indexed: 12/13/2022]  Open
30
Rahman MH, Peng S, Hu X, Chen C, Rahman MR, Uddin S, Quinn JM, Moni MA. A Network-Based Bioinformatics Approach to Identify Molecular Biomarkers for Type 2 Diabetes that Are Linked to the Progression of Neurological Diseases. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020;17:ijerph17031035. [PMID: 32041280 PMCID: PMC7037290 DOI: 10.3390/ijerph17031035] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 02/02/2020] [Accepted: 02/02/2020] [Indexed: 12/21/2022]
31
Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach. PROCEEDINGS OF INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE 2020. [DOI: 10.1007/978-981-15-3607-6_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
32
A systems biology approach to identifying genetic factors affected by aging, lifestyle factors, and type 2 diabetes that influences Parkinson's disease progression. INFORMATICS IN MEDICINE UNLOCKED 2020. [DOI: 10.1016/j.imu.2020.100448] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]  Open
33
Network-based identification of genetic factors in ageing, lifestyle and type 2 diabetes that influence to the progression of Alzheimer's disease. INFORMATICS IN MEDICINE UNLOCKED 2020. [DOI: 10.1016/j.imu.2020.100309] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]  Open
34
Ali Hossain M, Asa TA, Huq F, Quinn JMW, Moni MA. A Network-Based Approach to Identify Molecular Signatures and Comorbidities of Thyroid Cancer. PROCEEDINGS OF INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE 2020. [DOI: 10.1007/978-981-13-7564-4_21] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
35
Akram P, Liao L. Prediction of comorbid diseases using weighted geometric embedding of human interactome. BMC Med Genomics 2019;12:161. [PMID: 31888634 PMCID: PMC6936100 DOI: 10.1186/s12920-019-0605-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 10/16/2019] [Indexed: 01/20/2023]  Open
36
Hossain MA, Saiful Islam SM, Quinn JM, Huq F, Moni MA. Machine learning and bioinformatics models to identify gene expression patterns of ovarian cancer associated with disease progression and mortality. J Biomed Inform 2019;100:103313. [DOI: 10.1016/j.jbi.2019.103313] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 09/20/2019] [Accepted: 10/13/2019] [Indexed: 02/07/2023]
37
Chen X, Shi W, Deng L. Prediction of Disease Comorbidity Using HeteSim Scores based on Multiple Heterogeneous Networks. Curr Gene Ther 2019;19:232-241. [DOI: 10.2174/1566523219666190917155959] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 06/14/2019] [Accepted: 06/16/2019] [Indexed: 12/25/2022]
38
Gutiérrez-Sacristán A, Bravo À, Giannoula A, Mayer MA, Sanz F, Furlong LI. comoRbidity: an R package for the systematic analysis of disease comorbidities. Bioinformatics 2019;34:3228-3230. [PMID: 29897411 PMCID: PMC6137966 DOI: 10.1093/bioinformatics/bty315] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 04/19/2018] [Indexed: 12/11/2022]  Open
39
A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue. Comput Biol Med 2019;113:103385. [PMID: 31437626 DOI: 10.1016/j.compbiomed.2019.103385] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/06/2019] [Accepted: 08/07/2019] [Indexed: 01/09/2023]
40
Rana HK, Akhtar MR, Islam MB, Ahmed MB, Liò P, Quinn JMW, Huq F, Moni MA. Genetic effects of welding fumes on the development of respiratory system diseases. Comput Biol Med 2019;108:142-149. [PMID: 31005006 DOI: 10.1016/j.compbiomed.2019.04.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 04/03/2019] [Accepted: 04/04/2019] [Indexed: 12/19/2022]
41
Rana HK, Akhtar MR, Ahmed MB, Liò P, Quinn JM, Huq F, Moni MA. Genetic effects of welding fumes on the progression of neurodegenerative diseases. Neurotoxicology 2019;71:93-101. [DOI: 10.1016/j.neuro.2018.12.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 12/03/2018] [Accepted: 12/05/2018] [Indexed: 12/14/2022]
42
Hossain MA, Asa TA, Rahman MR, Moni MA. Network-based approach to identify key candidate genes and pathways shared by thyroid cancer and chronic kidney disease. INFORMATICS IN MEDICINE UNLOCKED 2019. [DOI: 10.1016/j.imu.2019.100240] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]  Open
43
Del Prete E, Facchiano A, Liò P. Bioinformatics methodologies for coeliac disease and its comorbidities. Brief Bioinform 2018;21:355-367. [PMID: 30452543 DOI: 10.1093/bib/bby109] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 10/01/2018] [Accepted: 10/11/2018] [Indexed: 12/30/2022]  Open
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Scatà M, Di Stefano A, La Corte A, Liò P. Quantifying the propagation of distress and mental disorders in social networks. Sci Rep 2018;8:5005. [PMID: 29568086 PMCID: PMC5864966 DOI: 10.1038/s41598-018-23260-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 03/07/2018] [Indexed: 01/18/2023]  Open
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He F, Zhu G, Wang YY, Zhao XM, Huang DS. PCID: A Novel Approach for Predicting Disease Comorbidity by Integrating Multi-Scale Data. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2017;14:678-686. [PMID: 27076462 DOI: 10.1109/tcbb.2016.2550443] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
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Gomez-Cabrero D, Menche J, Vargas C, Cano I, Maier D, Barabási AL, Tegnér J, Roca J. From comorbidities of chronic obstructive pulmonary disease to identification of shared molecular mechanisms by data integration. BMC Bioinformatics 2016;17:441. [PMID: 28185567 PMCID: PMC5133493 DOI: 10.1186/s12859-016-1291-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]  Open
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Scatà M, Di Stefano A, Liò P, La Corte A. The Impact of Heterogeneity and Awareness in Modeling Epidemic Spreading on Multiplex Networks. Sci Rep 2016;6:37105. [PMID: 27848978 PMCID: PMC5111071 DOI: 10.1038/srep37105] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 10/25/2016] [Indexed: 12/18/2022]  Open
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Network regularised Cox regression and multiplex network models to predict disease comorbidities and survival of cancer. Comput Biol Chem 2015;59 Pt B:15-31. [DOI: 10.1016/j.compbiolchem.2015.08.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 08/21/2015] [Accepted: 08/25/2015] [Indexed: 12/17/2022]
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Garcia-Albornoz M, Nielsen J. Finding directionality and gene-disease predictions in disease associations. BMC SYSTEMS BIOLOGY 2015;9:35. [PMID: 26168918 PMCID: PMC4501277 DOI: 10.1186/s12918-015-0184-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2014] [Accepted: 06/30/2015] [Indexed: 01/04/2023]
50
Moni MA, Liò P. How to build personalized multi-omics comorbidity profiles. Front Cell Dev Biol 2015;3:28. [PMID: 26157799 PMCID: PMC4478898 DOI: 10.3389/fcell.2015.00028] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 04/27/2015] [Indexed: 12/19/2022]  Open
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