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Tanhehco YC. Functional biomarkers for sickle cell disease. Transfusion 2024; 64:1593-1596. [PMID: 39189052 DOI: 10.1111/trf.17992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 08/09/2024] [Indexed: 08/28/2024]
Abstract
See article on page 1752–1761, in this issue
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Al-Sarraj F, Albiheyri R, Qari M, Alotaibi M, Al-Zahrani M, Anwar Y, Alghamdi MA, Nass NM, Bouback T, Alotibi I, Radhwi O, Sajer BH, Redhwan A, Al-Matary MA, Almanzalawi EA, Elshafie HS. Genetic Patterns of Oral Cavity Microbiome in Patients with Sickle Cell Disease. Int J Mol Sci 2024; 25:8570. [PMID: 39201258 PMCID: PMC11354819 DOI: 10.3390/ijms25168570] [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: 06/13/2024] [Revised: 07/29/2024] [Accepted: 08/01/2024] [Indexed: 09/02/2024] Open
Abstract
The Middle Eastern prevalence of sickle cell anemia, a genetic disorder that affects red blood cells, necessitates additional research. On a molecular level, we sought to identify and sort the oral microbiota of healthy individuals and those with sickle cell anemia. Furthermore, it is crucial to comprehend how changes in the genetic makeup of the oral microbiota impact the state of sickle cell anemia. Using next-generation sequencing, the 16S rRNA amplicon was examined using saliva samples from 36 individuals with sickle cell anemia and healthy individuals. These samples were obtained from sickle cell anemia patients (18 samples) and healthy control participants (controls, 18 samples). Various analyses are conducted using bioinformatic techniques to identify distinct species and their relative abundance. Streptococcus, followed by Fusobacterium nucleatum, Prevotella, and Veillonella were the most prevalent genera of bacteria in the saliva of the SCA and non-SCA individuals according to our findings. Rothia mucilaginosa, Prevotella scoposa, and Veillonella dispar species were the dominant species in both sickle cell anemia and non-sickle cell anemia subjects. Streptococcus salivarius, Actinomyces graevenitzii, Actinomyces odontolyticus, and Actinomyces georgiae spp. were the most prevalent bacterial spp. in the studied SCA cases. The sequencing of the 16S rRNA gene yielded relative abundance values that were visualized through a heatmap analysis. Alterations in the oral microflora's constitution can significantly affect the susceptibility of sickle cell anemia patients to develop more severe health complications. Salivary diagnosis is a potential tool for predicting and preventing oral microbiome-related diseases in the future.
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Affiliation(s)
- Faisal Al-Sarraj
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
| | - Raed Albiheyri
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
- Centre of Excellence in BioNanoscience Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Mohammed Qari
- Hematology Department, Faculty of Medicine, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (M.Q.); (O.R.)
- Hematology Research Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Mohammed Alotaibi
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
| | - Majid Al-Zahrani
- Biological Science Department, College of Science and Art, King Abdulaziz University, Rabigh 21991, Saudi Arabia;
| | - Yasir Anwar
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
| | - Mashail A. Alghamdi
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
| | - Nada M. Nass
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
- Immunology Unit, King Fahd Medical Research Centre, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Thamer Bouback
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
- Princess Dr. Najla Bint Saud Al-Saud Center for Excellence Research in Biotechnology, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Ibrahim Alotibi
- Health Information Technology Department, Applied College, King Abdulaziz University, Jeddah 21589, Saudi Arabia;
| | - Osman Radhwi
- Hematology Department, Faculty of Medicine, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (M.Q.); (O.R.)
- Hematology Research Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Bayan H. Sajer
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
- Immunology Unit, King Fahd Medical Research Centre, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Alya Redhwan
- Department of Health, College of Health and Rehabilitation Sciences, Princess Nourah Bint Abdulrahman University, Riyadh 11671, Saudi Arabia;
| | - Mohammed A. Al-Matary
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
- Department of Animal Production, Faculty of Agriculture, Sana’a University, Sana’a P.O. Box 1247, Yemen
| | - Enas A. Almanzalawi
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia; (R.A.); (Y.A.); (M.A.A.); (N.M.N.); (T.B.); (B.H.S.); (M.A.A.-M.); (E.A.A.)
| | - Hazem S. Elshafie
- Department of Agricultural, Forestry, Food and Environmental Sciences (DAFE), University of Basilicata, Via dell’Ateneo Lucano 10, 85100 Potenza, Italy
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Osborne JC, Odlum M, Sedrak A. Sleep experiences of parents of children 18 years or younger with sickle cell disease during the COVID-19 pandemic: a qualitative study. J Clin Sleep Med 2024; 20:777-782. [PMID: 38174872 PMCID: PMC11063714 DOI: 10.5664/jcsm.11004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 12/27/2023] [Accepted: 12/28/2023] [Indexed: 01/05/2024]
Abstract
STUDY OBJECTIVES The coronavirus disease pandemic has highlighted disparities in health care. Parents assist in sickle cell disease management in children. Understanding sleep in parents of children who are diagnosed with sickle cell disease is an important facet of disease management. Our objectives were to identify sleep characteristics of parents of children with sickle cell disease age 18 years or younger during the coronavirus disease pandemic, to investigate measures used by parents to achieve restful sleep, and to discuss how sleep may be improved in parents of children diagnosed with sickle cell disease. METHODS This study conducted 14 face-to-face semistructured interviews with parents of children diagnosed with sickle cell disease. A majority of the interviews (93%) were conducted at a hematology clinic. Qualitative thematic analysis was used to analyze data. RESULTS All parents reported that their child experienced pain because of sickle cell disease. Most parents (86.7%) reported that their child was diagnosed with sickle cell anemia. Four themes were identified: difficulty obtaining restful sleep during their child's sickle cell crisis, sleep during the coronavirus disease pandemic, factors affecting sleep, and effects of sleep disturbance and deprivation on parental performance. CONCLUSIONS This research has highlighted some of the difficulties experienced by parents of children who are diagnosed with sickle cell disease and allows for additional insight into the sleep experiences of parents as they attempt to manage their child's disease. CITATION Osborne JC, Odlum M, Sedrak A. Sleep experiences of parents of children 18 years or younger with sickle cell disease during the COVID-19 pandemic: a qualitative study. J Clin Sleep Med. 2024;20(5):777-782.
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Affiliation(s)
| | - Michelle Odlum
- The George Washington University, Washington University, DC
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Bell V, Varzakas T, Psaltopoulou T, Fernandes T. Sickle Cell Disease Update: New Treatments and Challenging Nutritional Interventions. Nutrients 2024; 16:258. [PMID: 38257151 PMCID: PMC10820494 DOI: 10.3390/nu16020258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
Sickle cell disease (SCD), a distinctive and often overlooked illness in the 21st century, is a congenital blood disorder characterized by considerable phenotypic diversity. It comprises a group of disorders, with sickle cell anemia (SCA) being the most prevalent and serious genotype. Although there have been some systematic reviews of global data, worldwide statistics regarding SCD prevalence, morbidity, and mortality remain scarce. In developed countries with a lower number of sickle cell patients, cutting-edge technologies have led to the development of new treatments. However, in developing settings where sickle cell disease (SCD) is more prevalent, medical management, rather than a cure, still relies on the use of hydroxyurea, blood transfusions, and analgesics. This is a disease that affects red blood cells, consequently affecting most organs in diverse manners. We discuss its etiology and the advent of new technologies, but the aim of this study is to understand the various types of nutrition-related studies involving individuals suffering from SCD, particularly in Africa. The interplay of the environment, food, gut microbiota, along with their respective genomes collectively known as the gut microbiome, and host metabolism is responsible for mediating host metabolic phenotypes and modulating gut microbiota. In addition, it serves the purpose of providing essential nutrients. Moreover, it engages in direct interactions with host homeostasis and the immune system, as well as indirect interactions via metabolites. Nutrition interventions and nutritional care are mechanisms for addressing increased nutrient expenditures and are important aspects of supportive management for patients with SCD. Underprivileged areas in Sub-Saharan Africa should be accompanied by efforts to define and promote of the nutritional aspects of SCD. Their importance is key to maintaining well-being and quality of life, especially because new technologies and products remain limited, while the use of native medicinal plant resources is acknowledged.
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Affiliation(s)
- Victoria Bell
- Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal;
| | - Theodoros Varzakas
- Department of Food Science and Technology, University of the Peloponnese, 24100 Kalamata, Greece
| | - Theodora Psaltopoulou
- Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Tito Fernandes
- CIISA, Faculty of Veterinary Medicine, University of Lisbon, 1649-004 Lisbon, Portugal
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Giannaki A, Georgatzakou HΤ, Fortis SP, Anastasiadi AT, Pavlou EG, Nomikou EG, Drandaki MP, Kotsiafti A, Xydaki A, Fountzoula C, Papageorgiou EG, Tzounakas VL, Kriebardis AG. Stratification of β Sβ + Compound Heterozygotes Based on L-Glutamine Administration and RDW: Focusing on Disease Severity. Antioxidants (Basel) 2023; 12:1982. [PMID: 38001835 PMCID: PMC10669421 DOI: 10.3390/antiox12111982] [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: 10/06/2023] [Revised: 10/30/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Sickle cell disease (SCD) is heterogeneous in terms of manifestation severity, even more so when in compound heterozygosity with beta-thalassemia. The aim of the present study was to stratify βSβ+ patient blood samples in a severity-dependent manner. Blood from thirty-two patients with HbS/β-thalassemia compound heterozygosity was examined for several parameters (e.g., hemostasis, inflammation, redox equilibrium) against healthy controls. Additionally, SCD patients were a posteriori (a) categorized based on the L-glutamine dose and (b) clustered into high-/low-RDW subgroups. The patient cohort was characterized by anemia, inflammation, and elevated coagulation. Higher-dose administration of L-glutamine was associated with decreased markers of inflammation and oxidation (e.g., intracellular reactive oxygen species) and an altered coagulation profile. The higher-RDW group was characterized by increased hemolysis, elevated markers of inflammation and stress erythropoiesis, and oxidative phenomena (e.g., membrane-bound hemoglobin). Moreover, the levels of hemostasis parameters (e.g., D-Dimers) were greater compared to the lower-RDW subgroup. The administration of higher doses of L-glutamine along with hydroxyurea seems to attenuate several features in SCD patients, probably by enhancing antioxidant power. Moreover, anisocytosis may alter erythrocytes' coagulation processes and hemolytic propensity. This results in the disruption of the redox and pro-/anti-inflammatory equilibria, creating a positive feedback loop by inducing stress erythropoiesis and, thus, the occurrence of a mixed erythrocyte population.
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Affiliation(s)
- Aimilia Giannaki
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
| | - Hara Τ. Georgatzakou
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
| | - Sotirios P. Fortis
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
| | - Alkmini T. Anastasiadi
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
- Department of Biochemistry, School of Medicine, University of Patras, 26504 Patras, Greece;
| | - Efthimia G. Pavlou
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
- Blood Bank and Hemophilia Unit, Hippokration Hospital, 11527 Athens, Greece;
| | - Efrosyni G. Nomikou
- Blood Bank and Hemophilia Unit, Hippokration Hospital, 11527 Athens, Greece;
| | - Maria P. Drandaki
- Thalassemia and Sickle Cell Unit, Expertise Center of Hemoglobinopathies and Their Complications, Hippokration General Hospital, 11527 Athens, Greece; (M.P.D.); (A.K.); (A.X.)
| | - Angeliki Kotsiafti
- Thalassemia and Sickle Cell Unit, Expertise Center of Hemoglobinopathies and Their Complications, Hippokration General Hospital, 11527 Athens, Greece; (M.P.D.); (A.K.); (A.X.)
| | - Aikaterini Xydaki
- Thalassemia and Sickle Cell Unit, Expertise Center of Hemoglobinopathies and Their Complications, Hippokration General Hospital, 11527 Athens, Greece; (M.P.D.); (A.K.); (A.X.)
| | - Christina Fountzoula
- Laboratory of Chemistry, Biochemistry and Cosmetic Science (ChemBiochemCosm), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece;
| | - Effie G. Papageorgiou
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
| | - Vassilis L. Tzounakas
- Department of Biochemistry, School of Medicine, University of Patras, 26504 Patras, Greece;
| | - Anastasios G. Kriebardis
- Laboratory of Reliability and Quality Control in Laboratory Hematology (HemQcR), Department of Biomedical Sciences, School of Health & Caring Sciences, University of West Attica (UniWA), 12243 Egaleo, Greece; (A.G.); (H.T.G.); (S.P.F.); (A.T.A.); (E.G.P.); (E.G.P.)
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Piel FB, Rees DC, DeBaun MR, Nnodu O, Ranque B, Thompson AA, Ware RE, Abboud MR, Abraham A, Ambrose EE, Andemariam B, Colah R, Colombatti R, Conran N, Costa FF, Cronin RM, de Montalembert M, Elion J, Esrick E, Greenway AL, Idris IM, Issom DZ, Jain D, Jordan LC, Kaplan ZS, King AA, Lloyd-Puryear M, Oppong SA, Sharma A, Sung L, Tshilolo L, Wilkie DJ, Ohene-Frempong K. Defining global strategies to improve outcomes in sickle cell disease: a Lancet Haematology Commission. Lancet Haematol 2023; 10:e633-e686. [PMID: 37451304 PMCID: PMC11459696 DOI: 10.1016/s2352-3026(23)00096-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/31/2023] [Accepted: 04/12/2023] [Indexed: 07/18/2023]
Abstract
All over the world, people with sickle cell disease (an inherited condition) have premature deaths and preventable severe chronic complications, which considerably affect their quality of life, career progression, and financial status. In addition, these people are often affected by stigmatisation or structural racism, which can contribute to stress and poor mental health. Inequalities affecting people with sickle cell disease are also reflected in the distribution of the disease—mainly in sub-Saharan Africa, India, and the Caribbean—whereas interventions, clinical trials, and funding are mostly available in North America, Europe, and the Middle East. Although some of these characteristics also affect people with other genetic diseases, the fate of people with sickle cell disease seems to be particularly unfair. Simple, effective interventions to reduce the mortality and morbidity associated with sickle cell disease are available. The main obstacle preventing better outcomes in this condition, which is a neglected disease, is associated with inequalities impacting the patient populations. The aim of this Commission is to highlight the problems associated with sickle cell disease and to identify achievable goals to improve outcomes both in the short and long term. The ambition for the management of people with sickle cell disease is that curative treatments become available to every person with the condition. Although this would have seemed unrealistic a decade ago, developments in gene therapy make this potentially achievable, albeit in the distant future. Until these curative technologies are fully developed and become widely available, health-care professionals (with the support of policy makers, funders, etc) should make sure that a minimum standard of care (including screening, prophylaxis against infection, acute medical care, safe blood transfusion, and hydroxyurea) is available to all patients. In considering what needs to be achieved to reduce the global burden of sickle cell disease and improve the quality of life of patients, this Commission focuses on five key areas: the epidemiology of sickle cell disease (Section 1 ); screening and prevention (Section 2 ); established and emerging treatments for the management of the disease (Section 3 ); cellular therapies with curative potential (Section 4 ); and training and education needs (Section 5 ). As clinicians, researchers, and patients, our objective to reduce the global burden of sickle cell disease aligns with wider public health aims to reduce inequalities, improve health for all, and develop personalised treatment options. We have observed in the past few years some long-awaited momentum following the development of innovative point-of-care testing devices, new approved drugs, and emerging curative options. Reducing the burden of sickle cell disease will require substantial financial and political commitment, but it will impact the lives of millions of patients and families worldwide and the lessons learned in achieving this goal would unarguably benefit society as a whole.
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Affiliation(s)
- Frédéric B Piel
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
| | - David C Rees
- Department of Paediatric Haematology, King's College London, King's College Hospital, London, UK
| | - Michael R DeBaun
- Department of Pediatrics, Vanderbilt-Meharry Center of Excellence for Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Obiageli Nnodu
- Department of Haematology and Blood Transfusion, College of Health Sciences and Centre of Excellence for Sickle Cell Disease Research and Training, University of Abuja, Abuja, Nigeria
| | - Brigitte Ranque
- Department of Internal Medicine, Georges Pompidou European Hospital, Assistance Publique-Hopitaux de Paris Centre, University of Paris Cité, Paris, France
| | - Alexis A Thompson
- Division of Hematology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Russell E Ware
- Division of Hematology and Global Health Center, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Miguel R Abboud
- Department of Pediatrics and Adolescent Medicine, and Sickle Cell Program, American University of Beirut, Beirut, Lebanon
| | - Allistair Abraham
- Division of Blood and Marrow Transplantation, Children's National Hospital, Washington, DC, USA
| | - Emmanuela E Ambrose
- Department of Paediatrics and Child Health, Bugando Medical Centre, Mwanza, Tanzania
| | - Biree Andemariam
- New England Sickle Cell Institute, University of Connecticut Health, Connecticut, USA
| | - Roshan Colah
- Department of Haematogenetics, Indian Council of Medical Research National Institute of Immunohaematology, Mumbai, India
| | - Raffaella Colombatti
- Pediatric Oncology Hematology Unit, Department of Women's and Children's Health, University of Padua, Padua, Italy
| | - Nicola Conran
- Department of Clinical Medicine, School of Medical Sciences, Center of Hematology and Hemotherapy (Hemocentro), University of Campinas-UNICAMP, Campinas, Brazil
| | - Fernando F Costa
- Department of Clinical Medicine, School of Medical Sciences, Center of Hematology and Hemotherapy (Hemocentro), University of Campinas-UNICAMP, Campinas, Brazil
| | - Robert M Cronin
- Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Mariane de Montalembert
- Department of Pediatrics, Necker-Enfants Malades Hospital, Assistance Publique-Hopitaux de Paris Centre, Paris, France
| | - Jacques Elion
- Paris Cité University and University of the Antilles, Inserm, BIGR, Paris, France
| | - Erica Esrick
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, MA, USA
| | - Anthea L Greenway
- Department Clinical Haematology, Royal Children's Hospital, Parkville and Department Haematology, Monash Health, Clayton, VIC, Australia
| | - Ibrahim M Idris
- Department of Hematology, Aminu Kano Teaching Hospital/Bayero University Kano, Kano, Nigeria
| | - David-Zacharie Issom
- Department of Business Information Systems, School of Management, HES-SO University of Applied Sciences and Arts of Western Switzerland, Geneva, Switzerland
| | - Dipty Jain
- Department of Paediatrics, Government Medical College, Nagpur, India
| | - Lori C Jordan
- Department of Pediatrics, Division of Pediatric Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Zane S Kaplan
- Department of Clinical Haematology, Monash Health and Monash University, Melbourne, VIC, Australia
| | - Allison A King
- Departments of Pediatrics and Internal Medicine, Divisions of Pediatric Hematology and Oncology and Hematology, Washington University School of Medicine, St Louis, MO, USA
| | - Michele Lloyd-Puryear
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Samuel A Oppong
- Department of Obstetrics and Gynecology, University of Ghana Medical School, Accra, Ghana
| | - Akshay Sharma
- Department of Bone Marrow Transplantation and Cellular Therapy, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Lillian Sung
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Leon Tshilolo
- Institute of Biomedical Research/CEFA Monkole Hospital Centre and Official University of Mbuji-Mayi, Mbuji-Mayi, Democratic Republic of the Congo
| | - Diana J Wilkie
- Department of Biobehavioral Nursing Science, College of Nursing, University of Florida, Gainesville, FL, USA
| | - Kwaku Ohene-Frempong
- Division of Hematology, Children's Hospital of Philadelphia, Pennsylvania, USA; Sickle Cell Foundation of Ghana, Kumasi, Ghana
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Dutra VDF, Biassi TP, Figueiredo MS. Sickle cell anemia: hierarchical cluster analysis and clinical profile in a cohort in Brazil. Hematol Transfus Cell Ther 2023; 45:45-51. [PMID: 34930711 PMCID: PMC9938484 DOI: 10.1016/j.htct.2021.08.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/04/2021] [Accepted: 08/17/2021] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION Sickle cell anemia is a monogenic disorder caused by a mutation in the β-hemoglobin gene, resulting in sickle hemoglobin that can polymerize. Presentation and clinical course have significant inter-individual variability and classifying these patients for severity is a challenge. METHODS We applied hierarchical clusters with 10 routine laboratory tests to understand if this grouping could be associated with clinical manifestations. We included 145 adult homozygous patients (SS) at an outpatient clinic in a retrospective study. RESULTS We found five clusters by counting those that had been differentiated by unconjugated bilirubin, reticulocytes, LDH, leukocytes, lymphocytes and monocytes. When comparing groups to clinical findings, the clusters were different only for liver abnormality. Cluster 3 had the lower median of reticulocytes, LDH, leukocytes, lymphocytes and monocytes and a higher percentage of patients under treatment. Clusters 4 and 5 had higher frequencies of liver impairment and higher medians of reticulocytes, LDH, leukocytes, lymphocytes and monocytes. Hemolysis and inflammation seemed to influence the grouping. CONCLUSION In our study, cluster analysis showed five groups that exhibited different degrees of inflammation and hemolysis. When comparing clinical data, the result was different only for the criteria of liver abnormality.
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Affiliation(s)
- Valéria de Freitas Dutra
- Escola Paulista de Medicina, Universidade Federal de São Paulo (EPM/UNIFESP), São Paulo, SP, Brazil.
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Nero A, Bozzo J. Economics of Sickle Cell Disease and Evidence to Support Comprehensive Care. Hematol Oncol Clin North Am 2022; 36:1125-1135. [DOI: 10.1016/j.hoc.2022.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sickle Cell Disease Pathophysiology and Related Molecular and Biophysical Biomarkers. Hematol Oncol Clin North Am 2022; 36:1077-1095. [DOI: 10.1016/j.hoc.2022.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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10
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Determinants of severity in sickle cell disease. Blood Rev 2022; 56:100983. [PMID: 35750558 DOI: 10.1016/j.blre.2022.100983] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 05/30/2022] [Accepted: 05/31/2022] [Indexed: 11/24/2022]
Abstract
Sickle cell disease is a very variable condition, with outcomes ranging from death in childhood to living relatively symptom free into the 8th decade. Much of this variability is unexplained. The co-inheritance of α thalassaemia and factors determining HbF levels significantly modify the phenotype, but few other significant genetic variants have been identified, despite extensive studies. Environmental factors are undoubtedly important, with socio-economics and access to basic medical care explaining the huge differences in outcomes between many low- and high-income countries. Exposure to cold and windy weather seems to precipitate acute complications in many people, although these effects are unpredictable and vary with geography. Many studies have tried to identify prognostic factors which can be used to predict outcomes, particularly when applied in infancy. Overall, low haemoglobin, low haemoglobin F percentage and high reticulocytes in childhood are associated with worse outcomes, although again these effects are fairly weak and inconsistent.
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11
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Njoku F, Zhang X, Shah BN, Machado RF, Han J, Saraf SL, Gordeuk VR. Biomarkers of clinical severity in treated and untreated sickle cell disease: a comparison by genotypes of a single center cohort and African Americans in the NHANES study. Br J Haematol 2021; 194:767-778. [PMID: 34268729 PMCID: PMC8373676 DOI: 10.1111/bjh.17682] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 06/10/2021] [Accepted: 06/15/2021] [Indexed: 12/12/2022]
Abstract
Haemolysis and vaso-occlusion underlie multi-organ system complications in sickle cell disease (SCD). We assessed real-world biomarkers in University of Illinois adult SCD patients, categorised as severe (HbSS/Sβ0 -thalassaemia; n = 342) or mild (HbSC/Sβ+ -thalassaemia; n = 100) genotypes and stratified according to treatment. African-American controls from the National Health and Nutrition Examination Survey (NHANES) were matched with each genotype category. Most measures of haemolysis, anaemia, inflammation and function of kidneys, liver and lungs differed markedly in untreated severe genotype patients compared to NHANES controls. These same biomarkers were significantly closer to the NHANES control range in untreated mild versus severe genotype patients, but they were not improved in severe genotype patients receiving treatment with hydroxycarbamide or blood transfusions, except that haemoglobin and HbF were higher with hydroxycarbamide. Systolic blood pressures did not differ among the SCD and NHANES groups, but diastolic pressures were higher in mild genotype patients. Ferritin in severe genotype patients on chronic transfusions was 50-fold higher than NHANES controls. The cross-sectional real-world biomarkers of patients on hydroxycarbamide or transfusions were not markedly improved compared to untreated patients. This may be due partly to poor compliance or more severe disease. Our findings highlight the need for more effective treatments.
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Affiliation(s)
- Franklin Njoku
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Xu Zhang
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Binal N. Shah
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Roberto F. Machado
- Division of Pulmonary, Critical Care, Sleep, and Occupational Medicine, Department of Medicine, Indiana University, Indianapolis, IN
| | - Jin Han
- Department of Pharmacy Practice, College of Pharmacy, University of Illinois at Chicago, Chicago, IL
| | - Santosh L. Saraf
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Victor R. Gordeuk
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL
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12
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Lee K, Wei CH, Lu Z. Recent advances of automated methods for searching and extracting genomic variant information from biomedical literature. Brief Bioinform 2021; 22:bbaa142. [PMID: 32770181 PMCID: PMC8138883 DOI: 10.1093/bib/bbaa142] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/07/2020] [Accepted: 06/25/2020] [Indexed: 12/28/2022] Open
Abstract
MOTIVATION To obtain key information for personalized medicine and cancer research, clinicians and researchers in the biomedical field are in great need of searching genomic variant information from the biomedical literature now than ever before. Due to the various written forms of genomic variants, however, it is difficult to locate the right information from the literature when using a general literature search system. To address the difficulty of locating genomic variant information from the literature, researchers have suggested various solutions based on automated literature-mining techniques. There is, however, no study for summarizing and comparing existing tools for genomic variant literature mining in terms of how to search easily for information in the literature on genomic variants. RESULTS In this article, we systematically compared currently available genomic variant recognition and normalization tools as well as the literature search engines that adopted these literature-mining techniques. First, we explain the problems that are caused by the use of non-standard formats of genomic variants in the PubMed literature by considering examples from the literature and show the prevalence of the problem. Second, we review literature-mining tools that address the problem by recognizing and normalizing the various forms of genomic variants in the literature and systematically compare them. Third, we present and compare existing literature search engines that are designed for a genomic variant search by using the literature-mining techniques. We expect this work to be helpful for researchers who seek information about genomic variants from the literature, developers who integrate genomic variant information from the literature and beyond.
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Affiliation(s)
- Kyubum Lee
- National Center for Biotechnology Information
| | | | - Zhiyong Lu
- National Center for Biotechnology Information
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13
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Nawaiseh M, Shaban A, Abualia M, Haddadin R, Nawaiseh Y, AlRyalat SA, Yassin A, Sultan I. Seizures risk factors in sickle cell disease. The cooperative study of sickle cell disease. Seizure 2021; 89:107-113. [PMID: 34044298 DOI: 10.1016/j.seizure.2021.05.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/05/2021] [Accepted: 05/06/2021] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Although evidence suggests that neurological complications, including seizures and epilepsy, are more common among sickle cell disease (SCD) patients, few studies have assessed the risk factors of developing seizures among SCD patients METHODS: We used a nested case-control study design to compare pediatric and adult SCD patients who experienced seizures with patients who did not experience any seizure regarding clinical and laboratory parameters. We conducted a secondary analysis using the data from the Cooperative Study of Sickle Cell Disease in this study RESULTS: There were 153 out of 2804 (5.5%) pediatric patients who had seizures with a median age of 8.5 (Interquartile range [IQR] = 10.1) years at first seizure and 115 out of 1281 (9.0%) adult patients who had seizures with a median age of 28.0 (IQR = 10.6) years at first seizure. Cerebrovascular accident ([CVA], OR = 5.7, 95% CI = 2.9-11.0), meningitis (OR = 3.6, 95% CI = 1.8-7.2), and eye disease (OR = 3.4, 95% CI = 1.5-8.0) were associated with increased risk of developing seizures among pediatric patients. While CVA (OR = 7.5, 95% CI = 3.5-16.0), meningitis (OR = 5.6, 95% CI = 1.5-20.0), nephrotic syndrome (OR = 3.0, 95% CI = 1.2-7.9), spleen sequestration (OR = 2.7, 95% CI = 1.1-6.3), and pneumonia (OR = 2.1, 95% CI = 1.0-4.4) were associated with increased risk of developing seizures among adult patients CONCLUSION: These findings suggest the need for treatment optimization and regular neurological follow up for SCD patients with these identified risk factors to prevent the development of seizures.
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Affiliation(s)
| | - Ala Shaban
- King Hussein Cancer Center (KHCC), Amman, Jordan
| | | | - Rund Haddadin
- King Hussein Medical Center, Royal Medical Services, Amman, Jordan
| | - Yara Nawaiseh
- Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Saif Aldeen AlRyalat
- Department of Special Surgery, University of Jordan Hospital, University of Jordan, Amman, Jordan
| | - Ahmed Yassin
- Division of Neurology, Department of Neurosciences, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Iyad Sultan
- Department of Pediatrics, King Hussein Cancer Center (KHCC), Amman, Jordan
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14
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Hollister BM, Zilbermint M, Minniti CP, Buscetta AJ, Abdallah KE, You S, Soldin SJ, Meyer JS, Stratakis CA, Bonham VL. Lower hair cortisol among patients with sickle cell disease may indicate decreased adrenal reserves. AMERICAN JOURNAL OF BLOOD RESEARCH 2021; 11:140-148. [PMID: 34079627 PMCID: PMC8165714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 03/01/2021] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Sickle cell disease (SCD) is a chronic illness that presents with a wide range of phenotypic variation. Stress may be a contributing factor to differences that are found in this population. OBJECTIVES Our objective is to determine the relationship between hair cortisol content (HCC), a biomarker of stress, and other clinical measures in individuals with SCD. METHODS We collected hair samples and other clinical measures from 73 subjects with SCD (mean age: 39 ± 12 years, 63% female). RESULTS HCC was lower among individuals who had greater than 30% hemoglobin S, compared with those who had less than 30% hemoglobin S (W=272.5, P=0.01). Lower HCC was also associated with report of not being on a chronic transfusion program (β=48.34, SE=14.09, P=0.001) and higher ferritin levels (β=-0.006, SE=0.002, P=0.02). Furthermore, HCC was significantly correlated with serum cortisol (rs=0.26, P=0.03) and corticosterone (rs=0.29, P=0.01). We also observed a consistent pattern of low steroid values among our population. CONCLUSION Our findings suggest that individuals with higher hemoglobin S and ferritin, both markers of severe SCD, may have decreased cortisol levels. This is consistent with the relationship we observed between higher HCC among individuals who are on a chronic blood transfusion program, which typically increases quality of life. Our results suggest that hair cortisol may be an indicator in patients with SCD who could be at risk for developing adrenal insufficiency. We recommend that clinicians treating patients with SCD follow the Endocrine Society guidelines for testing for adrenal insufficiency and treat accordingly.
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Affiliation(s)
- Brittany M Hollister
- Social and Behavioral Research Branch, National Human Genome Research Institute, National Institutes of HealthBethesda, Maryland, USA
- The University of Florida Genetics InstituteGainesville, Florida, USA
| | - Mihail Zilbermint
- Section on Endocrinology and Genetics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, Maryland, USA
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of MedicineBaltimore, Maryland, USA
- Johns Hopkins Community Physicians at Suburban HospitalBethesda, Maryland, USA
| | - Caterina P Minniti
- Division of Hematology, Department of Oncology, Montefiore Medical Center, Albert Einstein College of MedicineNew York, New York, USA
| | - Ashley J Buscetta
- Social and Behavioral Research Branch, National Human Genome Research Institute, National Institutes of HealthBethesda, Maryland, USA
| | - Khadijah E Abdallah
- Social and Behavioral Research Branch, National Human Genome Research Institute, National Institutes of HealthBethesda, Maryland, USA
| | - Shuo You
- Division of Hematology, Department of Oncology, Montefiore Medical Center, Albert Einstein College of MedicineNew York, New York, USA
| | - Steven J Soldin
- Department of Laboratory Medicine, Clinical Center, National Institutes of HealthBethesda, Maryland, USA
| | - Jerrold S Meyer
- Department of Psychological and Brain Sciences, University of MassachusettsAmherst, Massachusetts, USA
| | - Constantine A Stratakis
- Section on Endocrinology and Genetics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, Maryland, USA
| | - Vence L Bonham
- Social and Behavioral Research Branch, National Human Genome Research Institute, National Institutes of HealthBethesda, Maryland, USA
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15
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Co-morbidities and mortality in patients with sickle cell disease in England: A 10-year cohort analysis using hospital episodes statistics (HES) data. Blood Cells Mol Dis 2021; 89:102567. [PMID: 33862367 DOI: 10.1016/j.bcmd.2021.102567] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 03/27/2021] [Accepted: 03/29/2021] [Indexed: 12/15/2022]
Abstract
Patients with a primary diagnosis of sickle cell disease (SCD) with or without crisis during the 10-year period January 2009 to December 2018 were identified in the HES Admitted Patient Care (APC) dataset and matched with the Office for National Statistics (ONS) mortality dataset. Three sub-cohorts were defined: 'crises', 'transfusions' and 'other SCD'. APC records were examined for co-morbidities commonly associated with SCD and 10-year mortality rates compared with the general population. After data cleaning and exclusions, 9503 patients remained (entire cohort), with 1171, 201, and 8131 in crises, transfusions, and other SCD sub-cohorts, respectively. Median numbers of co-morbidities per patient were 2 (Interquartile range (IQR): 1-4), 2 (IQR: 1-3), and 1 (IQR: 0-2) in the crises, transfusions, and other SCD sub-cohorts, respectively. The majority of patients in the crises (63.2%) and transfusions (56.3%) cohorts had ≥2 co-morbidities, compared with 25.3% in the other SCD sub-cohort. Crude 10-year mortality rate was 5.3% (entire cohort), compared with 8.0% (crises) and 11.4% (transfusions) sub-cohorts; all rates were substantially higher than in age-sex matched general population. Our study adds further evidence that morbidity and mortality associated with SCD in England is high.
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16
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Sachdev V, Tian X, Gu Y, Nichols J, Sidenko S, Li W, Beri A, Layne WA, Allen D, Wu CO, Thein SL. A phenotypic risk score for predicting mortality in sickle cell disease. Br J Haematol 2021; 192:932-941. [PMID: 33506990 PMCID: PMC9123430 DOI: 10.1111/bjh.17342] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/30/2020] [Indexed: 02/02/2023]
Abstract
Risk assessment for patients with sickle cell disease (SCD) remains challenging as it depends on an individual physician's experience and ability to integrate a variety of test results. We aimed to provide a new risk score that combines clinical, laboratory, and imaging data. In a prospective cohort of 600 adult patients with SCD, we assessed the relationship of 70 baseline covariates to all-cause mortality. Random survival forest and regularised Cox regression machine learning (ML) methods were used to select top predictors. Multivariable models and a risk score were developed and internally validated. Over a median follow-up of 4·3 years, 131 deaths were recorded. Multivariable models were developed using nine independent predictors of mortality: tricuspid regurgitant velocity, estimated right atrial pressure, mitral E velocity, left ventricular septal thickness, body mass index, blood urea nitrogen, alkaline phosphatase, heart rate and age. Our prognostic risk score had superior performance with a bias-corrected C-statistic of 0·763. Our model stratified patients into four groups with significantly different 4-year mortality rates (3%, 11%, 35% and 75% respectively). Using readily available variables from patients with SCD, we applied ML techniques to develop and validate a mortality risk scoring method that reflects the summation of cardiopulmonary, renal and liver end-organ damage. Trial Registration: ClinicalTrials.gov Identifier: NCT#00011648.
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Affiliation(s)
- Vandana Sachdev
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Xin Tian
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Yuan Gu
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - James Nichols
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Stanislav Sidenko
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Wen Li
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Andrea Beri
- Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - W. Austin Layne
- Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Darlene Allen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Colin O. Wu
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Swee Lay Thein
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
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Himbert D, Zeuschner P, Ayoubian H, Heinzelmann J, Stöckle M, Junker K. Characterization of CD147, CA9, and CD70 as Tumor-Specific Markers on Extracellular Vesicles in Clear Cell Renal Cell Carcinoma. Diagnostics (Basel) 2020; 10:diagnostics10121034. [PMID: 33276608 PMCID: PMC7761541 DOI: 10.3390/diagnostics10121034] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 11/29/2020] [Indexed: 01/04/2023] Open
Abstract
Extracellular vesicles (EVs) are secreted by healthy and tumor cells and are involved in cell–cell communication. Tumor-released EVs could represent a new class of biomarkers from liquid biopsies. The aim of this study was to identify tumor-specific EV markers in clear cell renal carcinoma (ccRCC) using cell lines and patient-derived tissue samples. EVs from ccRCC cell lines (786-O, RCC53, Caki1, and Caki2) and patient tissues were isolated via ultracentrifugation. EVs were characterized using transmission electron microscopy, nanoparticle tracking analysis, and Western blotting using exosome and putative tumor markers (epithelial cell adhesion molecule (EpCAM), carbonic anhydrase 9 (CA9), CD70, CD147). The tumor markers were verified using immunohistochemistry. CA9 was expressed in Caki2 cells and EVs, and CD147 was found in the cells and EVs of all tested ccRCC cell lines. In tumor tissues, we found an increased expression of CA9, CD70, and CD147 were increased in cell lysates and EV fractions compared to normal tissues. In contrast, EpCAM was heterogeneously expressed in tumor samples and positive in normal tissue. To conclude, we developed an effective technique to isolate EVs directly from human tissue samples with high purity and high concentration. In contrast to EpCAM, CA9, CD70, and CD147 could represent promising markers to identify tumor-specific EVs in ccRCC.
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Affiliation(s)
- Dirk Himbert
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
| | - Philip Zeuschner
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
| | - Hiresh Ayoubian
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
| | - Joana Heinzelmann
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
- Department of Ophthalmology, University Hospital Halle (Saale), Martin-Luther-University Halle-Wittenberg, 06108 Halle/Saale, Germany
| | - Michael Stöckle
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
| | - Kerstin Junker
- Department of Urology and Pediatric Urology, Saarland University, 66421 Homburg/Saar, Germany; (D.H.); (P.Z.); (H.A.); (J.H.); (M.S.)
- Correspondence:
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da Guarda CC, Yahouédéhou SCMA, Santiago RP, Neres JSDS, Fernandes CFDL, Aleluia MM, Figueiredo CVB, Fiuza LM, Carvalho SP, de Oliveira RM, Fonseca CA, Ndidi US, Nascimento VML, Rocha LC, Goncalves MS. Sickle cell disease: A distinction of two most frequent genotypes (HbSS and HbSC). PLoS One 2020; 15:e0228399. [PMID: 31995624 PMCID: PMC6988974 DOI: 10.1371/journal.pone.0228399] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 01/14/2020] [Indexed: 01/08/2023] Open
Abstract
Sickle cell disease (SCD) consists of a group of hemoglobinopathies in which individuals present highly variable clinical manifestations. Sickle cell anemia (SCA) is the most severe form, while SC hemoglobinopathy (HbSC) is thought to be milder. Thus, we investigated the clinical manifestations and laboratory parameters by comparing each SCD genotype. We designed a cross-sectional study including 126 SCA individuals and 55 HbSC individuals in steady-state. Hematological, biochemical and inflammatory characterization was performed as well as investigation of previous history of clinical events. SCA patients exhibited most prominent anemia, hemolysis, leukocytosis and inflammation, whereas HbSC patients had increased lipid determinations. The main cause of hospitalization was pain crises on both genotypes. Vaso-occlusive events and pain crises were associated with hematological, inflammatory and anemia biomarkers on both groups. Cluster analysis reveals hematological, inflammatory, hemolytic, endothelial dysfunction and anemia biomarkers in HbSC disease as well as SCA. The results found herein corroborate with previous studies suggesting that SCA and HbSC, although may be similar from the genetic point of view, exhibit different clinical manifestations and laboratory alterations which are useful to monitor the clinical course of each genotype.
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Affiliation(s)
- Caroline Conceição da Guarda
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | | | - Rayra Pereira Santiago
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Joelma Santana dos Santos Neres
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Camila Felix de Lima Fernandes
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | | | - Camylla Vilas Boas Figueiredo
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Luciana Magalhães Fiuza
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Suellen Pinheiro Carvalho
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Rodrigo Mota de Oliveira
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | - Cleverson Alves Fonseca
- Laboratório de Pesquisa em Anemias, Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal da Bahia, Salvador, Bahia, Brasil
| | - Uche Samuel Ndidi
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
| | | | - Larissa Carneiro Rocha
- Fundação de Hematologia e Hemoterapia do Estado da Bahia, HEMOBA, Salvador, Bahia, Brasil
| | - Marilda Souza Goncalves
- Laboratório de Investigação em Genética e Hematologia Translacional, Instituto Gonçalo Moniz, FIOCRUZ-BA, Salvador, Bahia, Brasil
- * E-mail:
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19
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Johnson A, Yang F, Gollarahalli S, Banerjee T, Abrams D, Jonassaint J, Jonassaint C, Shah N. Use of Mobile Health Apps and Wearable Technology to Assess Changes and Predict Pain During Treatment of Acute Pain in Sickle Cell Disease: Feasibility Study. JMIR Mhealth Uhealth 2019; 7:e13671. [PMID: 31789599 PMCID: PMC6915456 DOI: 10.2196/13671] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 06/22/2019] [Accepted: 07/19/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Sickle cell disease (SCD) is an inherited red blood cell disorder affecting millions worldwide, and it results in many potential medical complications throughout the life course. The hallmark of SCD is pain. Many patients experience daily chronic pain as well as intermittent, unpredictable acute vaso-occlusive painful episodes called pain crises. These pain crises often require acute medical care through the day hospital or emergency department. Following presentation, a number of these patients are subsequently admitted with continued efforts of treatment focused on palliative pain control and hydration for management. Mitigating pain crises is challenging for both the patients and their providers, given the perceived unpredictability and subjective nature of pain. OBJECTIVE The objective of this study was to show the feasibility of using objective, physiologic measurements obtained from a wearable device during an acute pain crisis to predict patient-reported pain scores (in an app and to nursing staff) using machine learning techniques. METHODS For this feasibility study, we enrolled 27 adult patients presenting to the day hospital with acute pain. At the beginning of pain treatment, each participant was given a wearable device (Microsoft Band 2) that collected physiologic measurements. Pain scores from our mobile app, Technology Resources to Understand Pain Assessment in Patients with Pain, and those obtained by nursing staff were both used with wearable signals to complete time stamp matching and feature extraction and selection. Following this, we constructed regression and classification machine learning algorithms to build between-subject pain prediction models. RESULTS Patients were monitored for an average of 3.79 (SD 2.23) hours, with an average of 5826 (SD 2667) objective data values per patient. As expected, we found that pain scores and heart rate decreased for most patients during the course of their stay. Using the wearable sensor data and pain scores, we were able to create a regression model to predict subjective pain scores with a root mean square error of 1.430 and correlation between observations and predictions of 0.706. Furthermore, we verified the hypothesis that the regression model outperformed the classification model by comparing the performances of the support vector machines (SVM) and the SVM for regression. CONCLUSIONS The Microsoft Band 2 allowed easy collection of objective, physiologic markers during an acute pain crisis in adults with SCD. Features can be extracted from these data signals and matched with pain scores. Machine learning models can then use these features to feasibly predict patient pain scores.
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Affiliation(s)
- Amanda Johnson
- Department of Pediatrics, Duke University, Durham, NC, United States
| | - Fan Yang
- Department of Computer Science & Engineering, Wright State University, Dayton, OH, United States
| | | | - Tanvi Banerjee
- Department of Computer Science & Engineering, Wright State University, Dayton, OH, United States
| | - Daniel Abrams
- Engineering Sciences and Applied Mathematics, Northwestern University, Chicago, IL, United States
| | - Jude Jonassaint
- Social Work and Clinical and Translational Science, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Charles Jonassaint
- Social Work and Clinical and Translational Science, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Nirmish Shah
- Division of Hematology, Department of Medicine, Duke University, Durham, NC, United States
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20
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Steinberg MH, Kumar S, Murphy GJ, Vanuytsel K. Sickle cell disease in the era of precision medicine: looking to the future. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2019; 4:357-367. [PMID: 33015364 PMCID: PMC7531762 DOI: 10.1080/23808993.2019.1688658] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 10/31/2019] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Sickle cell anemia is a mendelian disease that is noted for the heterogeneity of its clinical expression. Because of this, providing an accurate prognosis has been a longtime quest. AREAS COVERED Reviewed are the benefits and shortcomings of testing for the major modulators of the severity of disease, like fetal hemoglobin and α thalassemia, along with studies that have attempted to link genetic variation with sub-phenotypes of disease in a predictive fashion. Induced pluripotent stem cells driven to differentiate into erythroid precursor cells provide another area for potential patient-specific drug testing. EXPERT OPINION Fetal hemoglobin is the strongest modulator of sickle cell anemia but simply measuring its blood levels is an insufficient means of forecasting an individual's prognosis. A more precise method would be to know the distribution of fetal hemoglobin levels across the population of red cells, an assay not yet available. Prognostic measures have been developed using genetic and other signatures, but their predictive value is suboptimal. Widely applicable assays must be developed to allow a tailored approach to using the several new treatments that are likely to be available in the near future.
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Affiliation(s)
- Martin H Steinberg
- Department of Medicine, Division of Hematology/Oncology, Center of Excellence for Sickle Cell Disease and Center for Regenerative Medicine, Boston University School of Medicine and Boston Medical Center, Boston MA
| | - Sara Kumar
- Department of Medicine, Division of Hematology/Oncology, Center of Excellence for Sickle Cell Disease and Center for Regenerative Medicine, Boston University School of Medicine and Boston Medical Center, Boston MA
| | - George J. Murphy
- Department of Medicine, Division of Hematology/Oncology, Center of Excellence for Sickle Cell Disease and Center for Regenerative Medicine, Boston University School of Medicine and Boston Medical Center, Boston MA
| | - Kim Vanuytsel
- Department of Medicine, Division of Hematology/Oncology, Center of Excellence for Sickle Cell Disease and Center for Regenerative Medicine, Boston University School of Medicine and Boston Medical Center, Boston MA
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Kalpatthi R, Novelli EM. Measuring success: utility of biomarkers in sickle cell disease clinical trials and care. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2018; 2018:482-492. [PMID: 30504349 PMCID: PMC6246014 DOI: 10.1182/asheducation-2018.1.482] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Progress in the care of sickle cell disease (SCD) has been hampered by the extreme complexity of the SCD phenotype despite its monogenic inheritance. While epidemiological studies have identified clinical biomarkers of disease severity, with a few exceptions, these have not been routinely incorporated in clinical care algorithms. Furthermore, existing biomarkers have been poorly apt at providing objective parameters to diagnose sickle cell crisis, the hallmark, acute complication of SCD. The repercussions of these diagnostic limitations are reflected in suboptimal care and scarcity of adequate outcome measures for clinical research. Recent progress in molecular and imaging diagnostics has heralded a new era of personalized medicine in SCD. Precision medicine strategies are particularly timely, since molecular therapeutics are finally on the horizon. This chapter will summarize the existing evidence and promising data on biomarkers for clinical care and research in SCD.
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Affiliation(s)
- Ram Kalpatthi
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Children’s Hospital of Pittsburgh, Pittsburgh, PA; and
| | - Enrico M. Novelli
- Division of Hematology/Oncology and UPMC Heart, Lung and Blood Vascular Medicine Institute, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
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Oral carbon monoxide therapy in murine sickle cell disease: Beneficial effects on vaso-occlusion, inflammation and anemia. PLoS One 2018; 13:e0205194. [PMID: 30308028 PMCID: PMC6181332 DOI: 10.1371/journal.pone.0205194] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 09/20/2018] [Indexed: 01/06/2023] Open
Abstract
Carbon monoxide (CO) at low, non-toxic concentrations has been previously demonstrated to exert anti-inflammatory protection in murine models of sickle cell disease (SCD). However CO delivery by inhalation, CO-hemoglobin infusion or CO-releasing molecules presents problems for daily CO administration. Oral administration of a CO-saturated liquid avoids many of these issues and potentially provides a platform for self-administration to SCD patients. To test if orally-delivered CO could modulate SCD vaso-occlusion and inflammation, a liquid CO formulation (HBI-002) was administered by gavage (10 ml/kg) once-daily to NY1DD and Townes-SS transgenic mouse models of SCD. Baseline CO-hemoglobin (CO-Hb) levels were 1.6% and 1.8% in NY1DD and Townes-SS sickle mice and 0.6% in Townes-AS control mice. CO-Hb levels reached 5.4%, 4.7% and 3.0% within 5 minutes in NY1DD, SS and AS mice respectively after gavage with HBI-002. After ten treatments, each once-daily, hemoglobin levels rose from 5.3g/dL in vehicle-treated Townes-SS mice to 6.3g/dL in HBI-002-treated. Similarly, red blood cell (RBC) counts rose from 2.36 x 106/μL in vehicle-treated SS mice to 2.89 x 106/μL in HBI-002-treated mice. In concordance with these findings, hematocrits rose from 26.3% in vehicle-treated mice to 30.0% in HBI-002-treated mice. Reticulocyte counts were not significantly different between vehicle and HBI-002-treated SS mice implying less hemolysis and not an increase in RBC production. White blood cell counts decreased from 29.1 x 103/μL in vehicle-treated versus 20.3 x 103/μL in HBI-002-treated SS mice. Townes-SS mice treated with HBI-002 had markedly increased Nrf2 and HO-1 expression and decreased NF-κB activation compared to vehicle-treated mice. These anti-inflammatory effects were examined for the ability of HBI-002 (administered orally once-daily for up to 5 days) to inhibit vaso-occlusion induced by hypoxia-reoxygenation. In NY1DD and Townes-SS sickle mice, HBI-002 decreased microvascular stasis in a duration-dependent manner. Collectively, these findings support HBI-002 as a useful anti-inflammatory agent to treat SCD and warrants further development as a therapeutic.
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