Analysis of the Pilot Study of the International Hemoglobinopathy Research Network (INHERENT)
Background Hemoglobinopathies, including sickle cell disease (SCD) and thalassemia syndromes, represent the commonest monogenic diseases in the world, but their varying degree of clinical severity may be partly influenced by genetic modifiers. Despite the identification and characterization of several genetic modifiers by previous studies, these are, as yet, insufficient to guide treatment recommendations or stratify patients reliably. The International Hemoglobinopathy Research Network (INHERENT) will investigate the role of genetic modifiers in hemoglobinopathies, through a large, multi-ethnic genome-wide association study (GWAS), with the aim to identify and validate further disease modifiers that can be used for patient stratification and personalized treatment. Aims This pilot study aims to test the operational feasibility of the INHERENT study across different geographic and healthcare settings and, thus, identify and address challenges in performing the envisioned GWAS within INHERENT. Methods INHERENT members participating in the pilot study were selected based on their geographic location, disease group distribution (SCD/thalassemia) and hemoglobinopathy-specific healthcare policies. The following steps of study implementation were tested: (a) obtaining local bioethics approval (b) patient enrollment and data collection using a common case report form (CRF), (c) sample collection and shipment, (d) genotyping of globin genes, (e) centralized GWAS experiments, and (f) statistical analysis. The completeness of the collected dataset was also assessed. Informed consent was obtained prior to any research activities. Results The pilot study enrolled 772 subjects from 14 centers spanning 8 countries, namely Angola, Cyprus, Denmark, DR Congo, Greece (3), Malaysia (3), Nigeria (3), and the USA. An additional thirteen centers obtained bioethics approval but have not initiated participant enrollment yet. The distribution by disease group is 52.3% SCD and 40.9% thalassemia, while the median age is 22 (mean 25.3) years, with 53.9% adult and 28.5% children (<18 years), and the remaining records being incomplete for age and disease. Data completeness (affirming presence, absence, or not enough data) of key parameters related to medical complications is approximately 80%, while the range of completeness for laboratory parameters was wide, with a maximum at 70%. Pain is a common complication in SCD with approximately 60% of participants presenting with at least one presentation of acute or chronic pain. Surprisingly, a higher percentage of children (65%) versus adults (55%) had this complication. Acute anemia is observed in 30% of children with SCD, but in only 10% of adults with SCD and not commonly in any thalassemia participants, even those living in low-resource settings. While end organ damage is common in both conditions, this seems better captured within the adult thalassemia population. Notably, a higher rate of cardiac/pulmonary, kidney/liver, endocrinological and bone complications is observed in adult thalassemia participants. Biological material for 600 participants has been shared centrally and GWAS experiments have been performed using the Illumina GSA SNP array. Key challenges identified in the pilot study include: unavailability of key phenotypic data in routine clinical practice, particularly when the tests are not covered by insurance. This affects the completeness of the dataset as well as the cost associated with the conduct of a large-scale study like INHERENT.need for a more detailed standardization and simplification of the INHERENT CRF to ensure uniform and consistent collection of data across participating centers.unavailability, limited access, or high costs for molecular diagnostic services.storage, quality, and shipping of biological material. Summary/Conclusion The INHERENT pilot study tested common standards developed within INHERENT and enabled early identification of key challenges associated with the execution of a large, multi-ethnic study for hemoglobinopathies. The pilot is pivotal for scaling up the INHERENT GWAS across the entire network membership, enabling the study of a hemoglobinopathy population of unprecedented size and diversity which will facilitate novel discoveries and pave the way for advanced personalized treatments and diagnosis.
Authors
- Norsarwany Mohamad (ORCID: https://orcid.org/0000-0001-8214-2384)
- Coralea Stephanou (ORCID: https://orcid.org/0000-0002-2546-6478)
- Norasmidar Abdul Aziz (ORCID: https://orcid.org/0000-0002-0591-5758)
- Obiageli Nnodu (ORCID: https://orcid.org/0000-0002-4801-3156)
- Maria Xenophontos (ORCID: https://orcid.org/0000-0001-5978-0193)
- Livingstone Gayus Dogara (ORCID: https://orcid.org/0000-0002-9603-6512)
- Sophia Delicou (ORCID: https://orcid.org/0000-0002-7049-6131)
- Anna Minaidou (ORCID: https://orcid.org/0000-0001-9078-7772)
- Léon Tshilolo (ORCID: https://orcid.org/0000-0002-6318-0227)
- Fedele Bonifazi (ORCID: https://orcid.org/0000-0003-4935-5702)
- Petros Kountouris (ORCID: https://orcid.org/0000-0003-2681-4355)
- Ligia Alves (ORCID: https://orcid.org/0000-0002-4087-4816)
- Sani Awwalu (ORCID: https://orcid.org/0000-0002-0953-2762)
- Norafiza Mohd Yasin (ORCID: https://orcid.org/0000-0003-4202-2438)
- Irene Savvidou (ORCID: https://orcid.org/0000-0001-6614-0434)
- Aliyu Dahiru Waziri (ORCID: https://orcid.org/0000-0003-3725-5544)
- Morohuntodun O. Oni
- Ezalia Esa (ORCID: https://orcid.org/0000-0001-8699-1017)
- Kyriaki Michailidou (ORCID: https://orcid.org/0000-0001-7065-1237)
- Viviana Giannuzzi (ORCID: https://orcid.org/0000-0002-2534-6783)
- Norunaluwar Jalil
- Hazlin Hashim (ORCID: https://orcid.org/0000-0001-7714-6786)
- Soteroula Christou (ORCID: https://orcid.org/0000-0002-3567-0931)
- Michail Diamantidis
- Veena Selvaratnam
- Maxwell M. Nwegbu (ORCID: https://orcid.org/0000-0002-6768-8546)
- Miguel Brito (ORCID: https://orcid.org/0000-0001-6394-658X)
- Bin Alwi Zilfalil (ORCID: https://orcid.org/0000-0001-5055-7892)
- Natasha M. Archer (ORCID: https://orcid.org/0000-0002-6460-5872)
- Raja Zahratul Azma Raja Sabudin (ORCID: https://orcid.org/0000-0001-8268-8715)
- Sabah M. Mohammad (ORCID: https://orcid.org/0000-0002-7691-0508)
- Carsten W. Lederer (ORCID: https://orcid.org/0000-0003-3920-9584)
- Maria Dimopoulou (ORCID: https://orcid.org/0009-0001-0139-289X)
- Andreas Glenthoej
- C‐Khai Loh (ORCID: https://orcid.org/0000-0002-9797-2089)
- Ann Rekleiti
- Sie-Chong Doris Lau
- Ahmad-Zafrullahafham Ahmad-Fakri
- Antonieta Lukangu
- Sotiroula Chatzimatthaiou
- Franck Nzengu Lukusa
- Sylvain Fazili
Institutions
- Universiti Sains Malaysia (MY)
- Universidade Politécnica de Lisboa (PT)
- Hospital Kuala Lumpur (MY)
- Hospital Pulau Pinang (MY)
- University Kebangsaan Malaysia Medical Centre (MY)
- Kinshasa General Hospital (CD)
- Copenhagen University Hospital (DK)
- Rigshospitalet (DK)
- Kaduna State University (NG)
- Cancer Research Malaysia (MY)
- University Hospital of Larissa (GR)
- Laiko General Hospital of Athens (GR)
- Ippokrateio General Hospital of Thessaloniki (GR)
- Ahmadu Bello University Teaching Hospital (NG)
- Fondazione per la Ricerca Farmacologica Gianni Benzi Onlus (IT)
- Archbishop Makarios III Hospital (CY)
- Hospital Sultanah Bahiyah (MY)
- Clínica Sagrada Esperança (AO)
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center (US)
- Cyprus Institute of Neurology and Genetics (CY)
- University of Abuja (NG)
Publication Details
- Journal
- Blood
- Published
- 2024-11-05
- DOI
- https://doi.org/10.1182/blood-2024-200469
- Primary Topic
- Hemoglobinopathies and Related Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00