Faisal Rezwan

Dr, PhD, FHEA,PGCert in Academic Practice

20082024

Research activity per year

Personal profile

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Faisal Ibne Rezwan received a Ph.D. degree in Bioinformatics from the University of Hertfordshire (UK) in 2012 and joined the University of Southampton as a research fellow in bioinformatics. Later he joined to Cranfield University (UK) as a lecturer in Bioinformatics. He is currently a Senior Lecturer in Bioinformatics at the Department of Computer Science, Aberystwyth University, UK.

He has over 15 years of experience in bioinformatics and computational methods. His research interest involves in pattern recognition and machine learning for analysing, understanding and improving computational prediction of disease, phenotypes and functions relating to human health. His research also focuses on basic and applied problems in bioinformatics using data integration and data mining to analyse genetic and epigenetic data. He has extensive experience of genome-wide transcriptomic, genetic, and epigenetic analysis and next generation sequencing data analysis. He has track record of developing bioinformatics tools and pipelines, including: GEO import, Single Sample DNA Methylation Data Analysis. He is the author or co-author of more than 50 journal papers.  He was awarded the prestigious Turing fellowship and his research at Turing included a pilot project applying deep learning approach on patient data from Electronic Health Record Systems (EHRS).

He is actively involved in teaching for over 12 years. He is currently acting as the coordinator, lecturer and supervisor in undergraduate modules and projects. He is also co-supervising two doctoral students.  He is a Fellow of Higher Education Academy (FHEA) and has obtained the Postgraduate Certificate in Academic Practice.

Research interests

Research interests:

  • Bioinformatics
  • Health informatics
  • Data integration 
  • Application of machine learning
  • Epigenetics

Full list of publication can be found at:
ORCID: https://orcid.org/0000-0001-9921-222X
Pubmed: https://pubmed.ncbi.nlm.nih.gov/?term=rezwan+f

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being

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Collaborations and top research areas from the last five years

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  • A Pregnancy and Childhood Epigenetics Consortium (PACE) meta-analysis highlights potential relationships between birth order and neonatal blood DNA methylation

    Li, S., Spitz, N., Ghantous, A., Abrishamcar, S., Reimann, B., Marques, I., Silver, M. J., Aguilar-Lacasaña, S., Kitaba, N., Rezwan, F. I., Röder, S., Sirignano, L., Tuhkanen, J., Mancano, G., Sharp, G. C., Metayer, C., Morimoto, L., Stein, D. J., Zar, H. J. & Alfano, R. & 46 others, Nawrot, T., Wang, C., Kajantie, E., Keikkala, E., Mustaniemi, S., Ronkainen, J., Sebert, S., Silva, W., Vääräsmäki, M., Jaddoe, V. W. V., Bernstein, R. M., Prentice, A. M., Cosin-Tomas, M., Dwyer, T., Håberg, S. E., Herceg, Z., Magnus, M. C., Munthe-Kaas, M. C., Page, C. M., Völker, M., Gilles, M., Send, T., Witt, S., Zillich, L., Gagliardi, L., Richiardi, L., Czamara, D., Räikkönen, K., Chatzi, L., Vafeiadi, M., Arshad, S. H., Ewart, S., Plusquin, M., Felix, J. F., Moore, S. E., Vrijheid, M., Holloway, J. W., Karmaus, W., Herberth, G., Zenclussen, A., Streit, F., Lahti, J., Hüls, A., Hoang, T. T., London, S. J. & Wiemels, J. L., 09 Jan 2024, In: Communications Biology. 7, 1, 66.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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  • Insights into the influence of diet and genetics on feed efficiency and meat production in sheep

    Chacko Kaitholil, S. R., Mooney, M. H., Aubry, A., Rezwan, F. & Shirali, M., 02 Jan 2024, In: Animal Genetics. 55, 1, p. 20-46 27 p.

    Research output: Contribution to journalReview Articlepeer-review

    Open Access
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    3 Citations (Scopus)
    2 Downloads (Pure)
  • Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude

    Kadalayil, L., Alam, M. Z., White, C. H., Ghantous, A., Walton, E., Gruzieva, O., Merid, S. K., Kumar, A., Roy, R. P., Solomon, O., Huen, K., Eskenazi, B., Rzehak, P., Grote, V., Langhendries, J.-P., Verduci, E., Ferre, N., Gruszfeld, D., Gao, L. & Guan, W. & 83 others, Zeng, X., Schisterman, E. F., Dou, J. F., Bakulski, K. M., Feinberg, J. I., Soomro, M. H., Pesce, G., Baiz, N., Isaevska, E., Plusquin, M., Vafeiadi, M., Roumeliotaki, T., Langie, S. A. S., Standaert, A., Allard, C., Perron, P., Bouchard, L., van Meel, E. R., Felix, J. F., Jaddoe, V. W. V., Yousefi, P. D., Ramlau-Hansen, C. H., Relton, C. L., Tobi, E. W., Starling, A. P., Yang, I. V., Llambrich, M., Santorelli, G., Lepeule, J., Salas, L. A., Bustamante, M., Ewart, S. L., Zhang, H., Karmaus, W., Röder, S., Zenclussen, A. C., Jin, J., Nystad, W., Page, C. M., Magnus, M., Jima, D. D., Hoyo, C., Maguire, R. L., Kvist, T., Czamara, D., Räikkönen, K., Gong, T., Ullemar, V., Rifas-Shiman, S. L., Oken, E., Almqvist, C., Karlsson, R., Lahti, J., Murphy, S. K., Håberg, S. E., London, S., Herberth, G., Arshad, H., Sunyer, J., Grazuleviciene, R., Dabelea, D., Steegers-Theunissen, R. P. M., Nohr, E. A., Sørensen, T. I. A., Duijts, L., Hivert, M.-F., Nelen, V., Popovic, M., Kogevinas, M., Nawrot, T. S., Herceg, Z., Annesi-Maesano, I., Fallin, M. D., Yeung, E., Breton, C. V., Koletzko, B., Holland, N., Wiemels, J. L., Melén, E., Sharp, G. C., Silver, M. J., Rezwan, F. I. & Holloway, J. W., 31 Dec 2023, In: Clinical epigenetics. 15, 1, 23 p., 148.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    2 Citations (Scopus)
    4 Downloads (Pure)
  • Current state and prospects of artificial intelligence in allergy

    van Breugel, M., Fehrmann, R. S. N., Bügel, M., Rezwan, F. I., Holloway, J. W., Nawijn, M. C., Fontanella, S., Custovic, A. & Koppelman, G. H., 30 Sept 2023, In: Allergy. 78, 10, p. 2623-2643 21 p.

    Research output: Contribution to journalReview Articlepeer-review

    Open Access
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    9 Citations (Scopus)
    50 Downloads (Pure)
  • Fathers’ preconception smoking and offspring DNA methylation

    Kitaba, N. T., Mørkve Knudsen, G. T., Johannessen, A., Rezwan, F. I., Malinovschi, A., Oudin, A., Benediktsdottir, B., Martino, D., Callejas González, F. J., Palacios Gómez, L., Holm, M., Jõgi, N. O., Dharmage, S. C., Skulstad, S. M., Watkins, S. H., Suderman, M., Gómez-Real, F., Schlünssen, V., Svanes, C. & Holloway, J. W., 01 Dec 2023, In: Clinical epigenetics. 15, 1, 16 p., 131.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    8 Citations (Scopus)
    102 Downloads (Pure)
  • Genetic and Physiological Responses to Heat Stress in Brassica napus

    Kourani, M., Mohareb, F., Rezwan, F. I., Anastasiadi, M. & Hammond, J. P., 05 Apr 2022, In: Frontiers in Plant Science. 13, 20 p., 832147.

    Research output: Contribution to journalReview Articlepeer-review

    Open Access
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    19 Citations (Scopus)
    74 Downloads (Pure)
  • Measurement of Exhaled Volatile Organic Compounds as a Biomarker for Personalised Medicine: Assessment of Short-Term Repeatability in Severe Asthma

    Azim, A., Rezwan, F. I., Barber, C., Harvey, M., Kurukulaaratchy, R. J., Holloway, J. W. & Howarth, P. H., 02 Oct 2022, In: Journal of Personalized Medicine. 12, 10, 11 p., 1635.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    3 Citations (Scopus)
    68 Downloads (Pure)
  • Development of childhood asthma prediction models using machine learning approaches

    Kothalawala, D. M., Murray, C. S., Simpson, A., Custovic, A., Tapper, W. J., Arshad, S. H., Holloway, J. W., Rezwan, F. I. & STELAR/UNICORN Investigators, 07 Nov 2021, In: Clinical and Translational Allergy. 11, 9, 12 p., e12076.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    20 Citations (Scopus)
    243 Downloads (Pure)
  • Pre-adolescence DNA methylation is associated with BMI status change from pre- to post-adolescence

    Wang, J., Zhang, H., Rezwan, F. I., Relton, C., Arshad, S. H. & Holloway, J. W., 01 Dec 2021, In: Clinical epigenetics. 13, 1, 11 p., 64.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    6 Citations (Scopus)
    50 Downloads (Pure)
  • Preconceptional smoking alters spermatozoal miRNAs of murine fathers and affects offspring’s body weight

    Hammer, B., Kadalayil, L., Boateng, E., Buschmann, D., Rezwan, F. I., Wolff, M., Reuter, S., Bartel, S., Knudsen, T. M., Svanes, C., Holloway, J. W. & Krauss-Etschmann, S., 01 Jul 2021, In: International Journal of Obesity. 45, 7, p. 1623-1627 5 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    17 Citations (Scopus)
    64 Downloads (Pure)
  • Changes of DNA methylation are associated with changes in lung function during adolescence

    Sunny, S. K., Zhang, H., Rezwan, F. I., Relton, C. L., Henderson, A. J., Merid, S. K., Melén, E., Hallberg, J., Arshad, S. H., Ewart, S. & Holloway, J. W., 07 Apr 2020, In: Respiratory research. 21, 1, 14 p., 80.

    Research output: Contribution to journalArticlepeer-review

    Open Access
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    11 Citations (Scopus)
    72 Downloads (Pure)