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1.
Transfus Apher Sci ; 62(4): 103709, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37031003

RESUMO

Blood transfusion is an important treatment modality for severe anaemia. Monitoring post-transfusion haemoglobin (Hb) concentration helps the clinician in assessing the success of blood transfusion. Previous authors have reported different timings for post-transfusion equilibration using varied time intervals for post-transfusion Hb concentration assessment. This study was therefore aimed at determining the appropriate time to assess Hb concentration after packed red blood cell (pRBC) transfusion in children using 5 different time intervals. It was a longitudinal observational study carried out in a tertiary care hospital in Southeast, Nigeria and involved 108 children aged 1-10 years without active bleeding or significant haemolysis that were transfused with pRBC. The Hb concentration was measured using a portable haemoglobinometer just before the blood transfusion and after the blood transfusion at 1, 6, 12, 24, and 48th-hour. The 1-hour (6.8 ± 1.5 g/dl) post-transfusion Hb concentration was significantly different (p 0.001) from the 6th-hour (10.2 ± 1.5 g/dl), but no further significant (p > 0.05) changes occurred after the 6th-hour till the 48th-hour. This finding suggests that equilibration of Hb concentration had occurred by the 6th hour after blood transfusion. This study, therefore, recommends that Hb concentration assessment in children without ongoing bleeding or haemolysis can be done at the 6th hour after pRBC transfusion.


Assuntos
Transfusão de Eritrócitos , Hemólise , Humanos , Criança , Centros de Atenção Terciária , Nigéria , Serviço Hospitalar de Emergência , Hemoglobinas/análise
2.
Med Image Anal ; 87: 102807, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37120992

RESUMO

Low-field (<1T) magnetic resonance imaging (MRI) scanners remain in widespread use in low- and middle-income countries (LMICs) and are commonly used for some applications in higher income countries e.g. for small child patients with obesity, claustrophobia, implants, or tattoos. However, low-field MR images commonly have lower resolution and poorer contrast than images from high field (1.5T, 3T, and above). Here, we present Image Quality Transfer (IQT) to enhance low-field structural MRI by estimating from a low-field image the image we would have obtained from the same subject at high field. Our approach uses (i) a stochastic low-field image simulator as the forward model to capture uncertainty and variation in the contrast of low-field images corresponding to a particular high-field image, and (ii) an anisotropic U-Net variant specifically designed for the IQT inverse problem. We evaluate the proposed algorithm both in simulation and using multi-contrast (T1-weighted, T2-weighted, and fluid attenuated inversion recovery (FLAIR)) clinical low-field MRI data from an LMIC hospital. We show the efficacy of IQT in improving contrast and resolution of low-field MR images. We demonstrate that IQT-enhanced images have potential for enhancing visualisation of anatomical structures and pathological lesions of clinical relevance from the perspective of radiologists. IQT is proved to have capability of boosting the diagnostic value of low-field MRI, especially in low-resource settings.


Assuntos
Encéfalo , Meios de Contraste , Criança , Humanos , Encéfalo/patologia , Imageamento por Ressonância Magnética/métodos , Aumento da Imagem/métodos , Algoritmos
3.
Sci Rep ; 13(1): 2562, 2023 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-36781917

RESUMO

While optical microscopy inspection of blood films and bone marrow aspirates by a hematologist is a crucial step in establishing diagnosis of acute leukemia, especially in low-resource settings where other diagnostic modalities are not available, the task remains time-consuming and prone to human inconsistencies. This has an impact especially in cases of Acute Promyelocytic Leukemia (APL) that require urgent treatment. Integration of automated computational hematopathology into clinical workflows can improve the throughput of these services and reduce cognitive human error. However, a major bottleneck in deploying such systems is a lack of sufficient cell morphological object-labels annotations to train deep learning models. We overcome this by leveraging patient diagnostic labels to train weakly-supervised models that detect different types of acute leukemia. We introduce a deep learning approach, Multiple Instance Learning for Leukocyte Identification (MILLIE), able to perform automated reliable analysis of blood films with minimal supervision. Without being trained to classify individual cells, MILLIE differentiates between acute lymphoblastic and myeloblastic leukemia in blood films. More importantly, MILLIE detects APL in blood films (AUC 0.94 ± 0.04) and in bone marrow aspirates (AUC 0.99 ± 0.01). MILLIE is a viable solution to augment the throughput of clinical pathways that require assessment of blood film microscopy.


Assuntos
Aprendizado Profundo , Leucemia Mieloide Aguda , Leucemia Promielocítica Aguda , Humanos , Leucemia Promielocítica Aguda/diagnóstico , Leucemia Promielocítica Aguda/patologia , Medula Óssea/patologia , Leucemia Mieloide Aguda/patologia , Testes Hematológicos
4.
Front Genet ; 14: 1052444, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36816043

RESUMO

Background: Sickle cell disease (SCD) continues to pose physical and psychosocial burdens to patients, caregivers and health workers. Stakeholder engagement in the processes of policy making and implementation is increasingly becoming the cornerstone of best practices in healthcare. Aim and Objectives: To engage stakeholders with a view to assessing the knowledge of SCD; ascertain the challenges associated with accessibility and affordability of healthcare services; improve the quality of care, and thereby effect behavioral change through increasing attendance and follow-up of patients in the clinics. Methodology: A Stakeholders' Engagement meeting organized by the Sickle Pan Africa Research Consortium Nigeria Network (SPARC-NEt) was attended by patients, caregivers and members of patient support groups, healthcare providers and management/policymakers. The engagement was through PowerPoint presentations, structured questionnaires and an interactive session. The structured questionnaire assessed the knowledge of stakeholders about SCD; the quality of healthcare services; challenges with access and affordability; and SCD-related government policies. Results: Three hundred and twelve stakeholders attended the engagement meeting. Of the 133 that participated in the study, medical workers were the most represented. The majority had good knowledge of what causes SCD (96.2%) and the best place to get help during SCD crisis (98.5%). However, knowledge of the specific preventive measures of SCD and its crisis was not optimal. In terms of the role of community engagement and education, only about one-quarter of the study participants, 34 (25.6%) knew about their positive role in reducing the prevalence of SCD and alleviating SCD crises. Challenges identified include inadequate healthcare personnel and facilities, delay in obtaining laboratory results, long waiting time in the clinic, poor communication, absence of holistic consultation, uncoordinated healthcare services, high cost of care, ignorance, non-prioritization of SCD by government, lack of multisectoral collaboration and partnership with NGOs and international organizations. Strategies proffered to improve healthcare services include, community/stakeholder engagement and health education, sickle cell daycare services, access to a willing and dedicated multidisciplinary workforce, collaboration with support groups and government policies and programs. Conclusion: There is need for regular stakeholder engagement to improve access to healthcare services for SCD patients in Nigeria.

5.
PLoS One ; 17(11): e0276639, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36355850

RESUMO

BACKGROUND: Hydroxyurea (HU) is an evidence-based therapy that is currently the most effective drug for sickle cell disease (SCD). HU is widely used in high-income countries with consequent reduction of morbidity and mortality. In Nigeria, HU is prescribed by physicians while nurses are mainly involved in counseling the patients to ensure adherence. The extent of utilization and the determinant factors have not been sufficiently evaluated in Nigeria. OBJECTIVE: To assess the frequency of use of HU and factors affecting utilization among healthcare providers, patients, and caregivers for SCD. METHODS: A questionnaire was administered online and in- person to assess the frequency of HU use and the factors that promote and limit its use. The data were analyzed by descriptive statistics using IBM SPSS software version 23 and the result was presented in frequency tables and percentages. RESULT: A total of 137 physicians, 137 nurses, and 237 patients/caregivers responded to the survey. The rate of prescription of HU by doctors in the past 6 months was 64 (46.7%), 43 (31.4%) nurses provided counseling and 36 (15.6%) patients were on HU. Among doctors, adequate knowledge (91.3%), clinical benefits and safety (94.8%), and inclusion of HU in management guidelines (86.9%) were motivators for prescribing it while inadequate knowledge (60.9%) and unawareness of treatment guidelines (68.6%) constituted barriers. Among nurses, reduction of crisis (91.6%) and safety (64.8%) were the major motivators while barriers were high cost (79.1%) and intensive monitoring (63.1%) of HU treatment. Among the patients, the major motivator was the reduction of crises (80.3%) while poor knowledge (93.2%), high cost of the drug (92.2%) while monitoring (91.2%), non-availability (87.7%) and side effects (83.9%) were the major barriers for the utilization of HU. CONCLUSION: HU prescription and utilization are still poor among healthcare providers and patients. Inadequate knowledge, non-availability and high cost of HU as well as unawareness of treatment guidelines constitute major barriers to prescription and utilization.


Assuntos
Anemia Falciforme , Médicos , Humanos , Hidroxiureia/uso terapêutico , Antidrepanocíticos/uso terapêutico , Nigéria/epidemiologia , Anemia Falciforme/tratamento farmacológico
6.
JCO Glob Oncol ; 8: e2200017, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35594507

RESUMO

PURPOSE: This study investigated the status of training and preparedness for oncology practice and research and degree of interprofessional collaboration among health care professionals in the six geopolitical regions of Nigeria. METHODS: A convergent parallel mixed methods design was used. Three hundred seventeen respondents completed a three-part, online questionnaire. Self-rated competencies in oncology research (26 items), oncology practice (16 items), and interprofessional collaboration (nine items) were assessed with a one- to five-point Likert scale. Six key informant and 24 in-depth interviews were conducted. Descriptive statistics, analysis of variance, and pairwise t-test were used to analyze the quantitative data, whereas thematic analysis was used for the qualitative data. RESULTS: Respondents were mostly female (65.6%) with a mean age of 40.5 ± 8.3 years. Respondents include 178 nurses (56.2%), 93 medical doctors (29.3%), and 46 pharmacists (14.5%). Self-assessed competencies in oncology practice differed significantly across the three groups of health care professionals (F = 4.789, P = .009). However, there was no significant difference across professions for competency in oncology research (F = 1.256, P = .286) and interprofessional collaboration (F = 1.120, P = .327). The majority of respondents (267, 82.4%) felt that educational opportunities in oncology-associated research in the country are inadequate and that this has implications for practice. Key training gaps reported include poor preparedness in data analysis and bioinformatics (138, 43.5%), writing clinical trials (119, 37.5%), and writing grant/research proposals (105, 33.1%). Challenges contributing to gaps in cancer research include few trained oncology specialists, low funding for research, and inadequate interprofessional collaboration. CONCLUSION: This study highlights gaps in oncology training and practice and an urgent need for interventions to enhance interprofessional training to improve quality of cancer care in Nigeria. These would accelerate progress toward strengthening the health care system and reducing global disparities in cancer outcomes.


Assuntos
Pessoal de Saúde , Médicos , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Avaliação das Necessidades , Nigéria , Farmacêuticos
7.
Biomed Opt Express ; 13(2): 1005-1016, 2022 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-35284186

RESUMO

Automated digital high-magnification optical microscopy is key to accelerating biology research and improving pathology clinical pathways. High magnification objectives with large numerical apertures are usually preferred to resolve the fine structural details of biological samples, but they have a very limited depth-of-field. Depending on the thickness of the sample, analysis of specimens typically requires the acquisition of multiple images at different focal planes for each field-of-view, followed by the fusion of these planes into an extended depth-of-field image. This translates into low scanning speeds, increased storage space, and processing time not suitable for high-throughput clinical use. We introduce a novel content-aware multi-focus image fusion approach based on deep learning which extends the depth-of-field of high magnification objectives effectively. We demonstrate the method with three examples, showing that highly accurate, detailed, extended depth of field images can be obtained at a lower axial sampling rate, using 2-fold fewer focal planes than normally required.

8.
J Immunoassay Immunochem ; 43(4): 435-451, 2022 Jul 04.
Artigo em Inglês | MEDLINE | ID: mdl-35285420

RESUMO

Transfusion transmissible infections (TTIs) such as Hepatitis B Virus (HBV), Hepatitis C Virus (HCV) and Human Immunodeficiency Virus (HIV) are among the most frequent complications in individuals with Sickle Cell Disease (SCD). We investigated factors associated with TTIs in SCD patients and controls in South-west Nigeria. A total of 2,034 participants with or without SCD were recruited in a matched case-control study. HIV, HBV and HCV infections were diagnosed using commercialy available ELISA kits (Biorad, Paris). Samples positive for HIV ELISA were further confirmed using Western blot. Data were analyzed using descriptive statistics, paired/independent t-test and logistic regression at p = .05. Proportion with HBV was higher among those with multiple sexual partners (12.7%), tattoo/body incision (11.8%), and sharing of sharp objects (7.3%), but HIV was only higher among participants with history of tattoo/body incision (1.5%). Prevalence of TTIs was similar among participants with or without transfusion. History of sharing sharp objects (adjusted odds ratios (aOR) = 1.72; 95%CI:1.11-2.66) and tattoo/body incision (aOR = 1.89; 95%CI:1.22-2.94) almost doubled the risk of HBV. TTIs are endemic in the studied area. Certain lifestyles predispose people to TTIs than having blood transfusion. Population-based intervention targeting lifestyle changes may reduce the risk of TTIs in the study area.Abbrveviations AA: Hemoglobin AA; AC: Hemoglobin AC; aOR: adjusted Odds Ratios; AS: Hemoglobin AS; CHOP: Children Outpatient; CI: Confidence Interval; EDTA: Ethylenediamine Tetraacetic Acid; GOP: General Outpatient; HBV: Hepatitis B Virus; HCV: Hepatitis C Virus; HIV: Human Immunodeficiency Virus; HPLC: High Performance Liquid Chromatography; IAMRAT: Advanced Medical Research & Training; IDU: Injection Drug Use; MOP: Medical Outpatient; SC: Hemoglobin SC; SCD: Sickle cell disease; SD: Standard Deviation; SF: Hemoglobin SF; SS: Hemoglobin SS; STDs: Sexually Transmitted Diseases; TTI: Transfusion transmissible infections; UCH: University College Hospital Ibadan; UI: University of Ibadan.


Assuntos
Anemia Falciforme , Infecções por HIV , Hepatite B , Hepatite C , Anemia Falciforme/epidemiologia , Doadores de Sangue , Transfusão de Sangue , Estudos de Casos e Controles , Criança , Infecções por HIV/epidemiologia , Hepacivirus , Hepatite B/diagnóstico , Hepatite B/epidemiologia , Vírus da Hepatite B , Hepatite C/epidemiologia , Humanos , Nigéria/epidemiologia , Prevalência
9.
Mediterr J Hematol Infect Dis ; 14(1): e2022001, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35070208

RESUMO

BACKGROUND: Sickle cell disease is a protean disease with limited data on Nigeria's phenotypic and genetic variants. This study was conducted to provide baseline data on these variants by characterising the existing forms of sickle cell disease and correlating these with basic haematological parameters. METHODS: Adult and paediatric patients with SCD were recruited from a tertiary health centre in Nigeria. Patients were age and sex-matched with healthy controls. Blood samples were obtained for Full Blood Count, phenotyping by High-Performance Liquid Chromatography, and genotyping for alpha thalassemia by multiplex Gap-polymerase chain reaction. Data analysis was done using IBM SPSS statistics version 23. RESULTS: A total of 130 patients with sickle cell disease and 117 controls were studied. Alpha thalassemia in the study population was due to a 3.7kb deletion in the alpha-globin gene cluster at a prevalence of 45.4% in the patients and 47% in the controls. The prevalence of the various existing forms of SCD genotype was: Homozygous S without alpha gene deletion (HbSS)- 39.2%; HbSC - 10.8%; HbSSα+1- 35.4%; HbSSα+2 - 6.9% and HbSF- 7.7%. In the control population, HbAA without alpha gene deletion had a prevalence of 42.7%, HbAAα+1 was 25.6%, HbAA α+2 was 6%, HbAS- 7.7%, HbAS α+1 - 11.1%, HbAS α+2 - 2.6%, HbAC - 2.6% and HbAC α+1 - 1.7%. HbA2 was significantly elevated in HbSS individuals with two alpha gene deletions but reduced in normal controls (HbAA) with alpha gene deletions. HbF and HbA2 were negatively correlated with each other (r= -0.587, p < 0.001). Individuals with the HbSC genotype followed by HbSSα+2 had the best haematological parameters. CONCLUSIONS: Haematological parameters vary with haemoglobin genotype. The C haemoglobin and homozygous alpha-thalassemia deletion had a better ameliorating effect on SCD haematological parameters than the F haemoglobin in this population. The effect of alpha thalassemia on some haematological parameters in SCD patients are reversed in normal controls.

10.
Hemoglobin ; 45(3): 163-170, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-34355623

RESUMO

Sickle cell disease is a genetic disease with a predisposition to infections caused by encapsulated organisms, especially Streptococcus pneumoniae. Pneumococcal vaccines and prophylactic penicillin have reduced the rate of this infection and mortality in sickle cell disease. However, implementation of these interventions is limited in Africa. The objectives of the study were to assess health care providers' behaviors with the implementation of pneumococcal vaccination and penicillin prophylaxis and to identify barriers to their use. A 25-item online questionnaire was administered through SickleinAfrica: a network of researchers, and healthcare providers, in Ghana, Nigeria, and Tanzania, working to improve health outcomes of sickle cell disease in Africa. Data was collected and managed using the Research Electronic Data Capture (REDCap), tools and data analysis was done using STATA version 13 and R statistical software. Eighty-two medical practitioners responded to the questionnaire. Only 54.0 and 48.7% of respondents indicated the availability of published guidelines on sickle cell disease management and pneumococcal vaccine use, respectively, at their facilities. The majority (54.0%) perceived that the vaccines are effective but over 20.0% were uncertain of their usefulness. All respondents from Ghana and Tanzania affirmed the availability of guidelines for penicillin prophylaxis in contrast to 44.1% in Nigeria. Eighty-five percent of respondents affirmed the need for penicillin prophylaxis but 15.0% had a contrary opinion for reasons including the rarity of isolation of Streptococcus pneumoniae in African studies, and therefore, the uncertainty of its benefit. Lack of published guidelines on the management of sickle cell disease and doubts about the necessity of prophylactic measures are potential barriers to the implementation of effective interventions.


Assuntos
Anemia Falciforme , Penicilinas , Infecções Pneumocócicas , Vacinas Pneumocócicas/uso terapêutico , Anemia Falciforme/complicações , Pessoal de Saúde , Humanos , Nigéria , Penicilinas/uso terapêutico , Infecções Pneumocócicas/tratamento farmacológico , Infecções Pneumocócicas/etiologia , Infecções Pneumocócicas/prevenção & controle , Streptococcus pneumoniae
11.
J Pathol ; 255(1): 62-71, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34096621

RESUMO

Automated image-based assessment of blood films has tremendous potential to support clinical haematology within overstretched healthcare systems. To achieve this, efficient and reliable digital capture of the rich diagnostic information contained within a blood film is a critical first step. However, this is often challenging, and in many cases entirely unfeasible, with the microscopes typically used in haematology due to the fundamental trade-off between magnification and spatial resolution. To address this, we investigated three state-of-the-art approaches to microscopic imaging of blood films which leverage recent advances in optical and computational imaging and analysis to increase the information capture capacity of the optical microscope: optical mesoscopy, which uses a giant microscope objective (Mesolens) to enable high-resolution imaging at low magnification; Fourier ptychographic microscopy, a computational imaging method which relies on oblique illumination with a series of LEDs to capture high-resolution information; and deep neural networks which can be trained to increase the quality of low magnification, low resolution images. We compare and contrast the performance of these techniques for blood film imaging for the exemplar case of Giemsa-stained peripheral blood smears. Using computational image analysis and shape-based object classification, we demonstrate their use for automated analysis of red blood cell morphology and visualization and detection of small blood-borne parasites such as the malarial parasite Plasmodium falciparum. Our results demonstrate that these new methods greatly increase the information capturing capacity of the light microscope, with transformative potential for haematology and more generally across digital pathology. © 2021 The Authors. The Journal of Pathology published by John Wiley & Sons, Ltd. on behalf of The Pathological Society of Great Britain and Ireland.


Assuntos
Sangue/diagnóstico por imagem , Diagnóstico por Imagem/métodos , Aprendizado de Máquina , Microscopia/métodos , Humanos
12.
J Pediatr Hematol Oncol ; 43(5): e625-e629, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33625089

RESUMO

The objectives of this study were to describe the clinicopathologic features and treatment outcomes of childhood rhabdomyosarcoma in a resource-constrained setting. All cases of childhood rhabdomyosarcoma seen over a 10-year period (July 2006 to June 2016) at the University College Hospital, Ibadan, Nigeria were reviewed. Data were extracted from the database of the pediatric Hematology/Oncology Unit of the hospital and analyzed. Ethical approval was obtained from the Institutional Ethics Committee. Fifty children were seen comprising 30 men and 20 women with bimodal ages of 4 and 5 years. Median duration of illness was 16 weeks and the most common primary tumor site was the head-and-neck region in 27 (54%) of cases. The histologic subtypes were embryonal in 30 (60%), alveolar in 9 (18%), and not specified in 11 (22%). The Intergroup Rhabdomyosarcoma Study group TNM Pretreatment stages were stage I in 15 (30%), stage III in 17 (34%), and stage IV in 18 (36%). Treatment included chemotherapy, surgery, and radiotherapy and abandoned in 20 (40%) cases. Median survival was 45 weeks (95% confidence interval: 16.4-73.6) and 5 (10%) patients were alive and disease free, 4 years or more after diagnosis. Outcome of childhood rhabdomyosarcoma is poor and early diagnosis and improved access to treatment are recommended.


Assuntos
Neoplasias de Cabeça e Pescoço/terapia , Rabdomiossarcoma/terapia , Pré-Escolar , Gerenciamento Clínico , Feminino , Neoplasias de Cabeça e Pescoço/epidemiologia , Neoplasias de Cabeça e Pescoço/patologia , Humanos , Masculino , Nigéria/epidemiologia , Estudos Retrospectivos , Rabdomiossarcoma/epidemiologia , Rabdomiossarcoma/patologia , Resultado do Tratamento
13.
Pediatr Blood Cancer ; 68(4): e28906, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33522690

RESUMO

BACKGROUND: Primary stroke prevention programmes for children with sickle cell disease (SCD) have been shown to be feasible interventions in resource-poor countries. Different hydroxyurea (HU) regimens have been utilised in ameliorating the severity of SCD. OBJECTIVE: To determine the long-term outcomes of the stroke prevention programme for children with SCD in Ibadan (SPPIBA), Nigeria. METHODS: A longitudinal study of 396 children with haemoglobin SS disease who had been on the stroke prevention programme for a minimum period of 5 years. All enrollees had nonimaging TCD performed at baseline and thereafter 3-monthly or annually. Children with TCD velocities ≥170 cm/s were treated with HU by dose-escalation regimen. RESULTS: The mean age at first TCD examination was 102 ± 46.7 months and the period of follow-up ranged from 5 to 10 years (mean = 7.2 ± 1.7). Time to significant decline in TCD velocities ranged from 5 to 35 months, (median = 10.0 months). The minimum dose of HU required to achieve significant decline in TCD velocities ranged from 15 to 31 mg/kg/day, mean 23.7 (±3.9). HU dose escalation beyond 20 mg/kg/day was required to attain significant reductions in the time-averaged mean of maximal velocities (TAMMV) in 69.1% of the cases. Two stroke events occurred giving a stroke incidence of 0.08 per 100 patient-years. CONCLUSION: The majority of Nigerian children with SCD and elevated TCD velocities achieved significant decline in TAMMV within the first year of HU therapy but on higher doses of HU. It might be important to individualise HU doses for optimal outcomes in primary stroke prevention.


Assuntos
Anemia Falciforme/tratamento farmacológico , Antidrepanocíticos/uso terapêutico , Hidroxiureia/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Adolescente , Anemia Falciforme/complicações , Criança , Pré-Escolar , Feminino , Humanos , Incidência , Estudos Longitudinais , Masculino , Nigéria/epidemiologia , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/etiologia , Ultrassonografia Doppler Transcraniana
14.
Front Genet ; 12: 765958, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35126450

RESUMO

Background: Sickle cell disease, the inherited blood disorder characterized by anemia, severe pain and other vaso-occlusive complications, acute chest syndrome, disproportionate hospitalization, and early mortality, has significant financial, social, and psychosocial impacts and drains individuals, families, and health systems globally. Hydroxyurea could improve the health of the 300,000 individuals born each year with sickle cell disease in sub-Saharan Africa; however, challenges to adoption and adherence persist. This study assessed the barriers to therapeutic use of hydroxyurea for sickle cell disease within the Nigerian healthcare system, specifically from the level of the patient, provider, and health system. Methods: We used purposive sampling to recruit participants from 13 regions in Nigeria. A cross-sectional survey was administered to physicians (n = 70), nurses or counselors (n = 17), and patients or their caregivers (n = 33) at 13 health centers. Findings were mapped onto the appropriate Consolidated Framework for Implementation Research (CFIR) domains. Results: This study was able to identify factors that mapped onto the inner setting, outer setting, and characteristics of individuals domains of CFIR. The majority of physicians (74.3%) prescribe hydroxyurea, and half stated hydroxyurea is the standard of care. Among clinicians, barriers included limited knowledge of the drug, as well as low self-efficacy to prescribe among physicians and to counsel among nurses; perceived side effects; perceived patient preference for traditional medicine; cost for patient and expense of accompanying laboratory monitoring; and limited availability of the drug and equipment for laboratory monitoring. Among patients and caregivers, barriers included lack of knowledge; perceived side effects; cost; religious beliefs of disease causation; and lack of pediatric formulation. Conclusions: Findings suggest that patient, provider, and health systems-level interventions are needed to improve hydroxyurea uptake among providers and adherence among patients with sickle cell disease in Nigeria. Interventions such as patient education, provider training, and policy change could address the disproportionate burden of sickle cell disease in sub-Saharan Africa and thus improve health equity.

15.
Cancer ; 127(5): 787-793, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33108002

RESUMO

BACKGROUND: The treatment of childhood cancer often is assumed to be costly in African settings, thereby limiting advocacy and policy efforts. The authors determined the cost and cost-effectiveness of maintaining childhood cancer centers across 4 hospitals throughout sub-Saharan Africa. METHODS: Within hospitals representing 4 countries (Kenya, Nigeria, Tanzania, and Zimbabwe), cost was determined either retrospectively or prospectively for all inputs related to operating a pediatric cancer unit (eg, laboratory costs, medications, and salaries). Cost-effectiveness was calculated based on the annual number of newly diagnosed patients, survival rates, and life expectancy. RESULTS: Cost per new diagnosis ranged from $2400 to $31,000, attributable to variances with regard to center size, case mix, drug prices, admission practices, and the treatment abandonment rate, which also affected survival. The most expensive cost input was found to be associated with medication in Kenya, and medical personnel in the other 3 centers. The cost per disability-adjusted life-year averted ranged from 0.3 to 3.6 times the per capita gross national income. Childhood cancer treatment therefore was considered to be very cost-effective by World Health Organization standards in 2 countries and cost-effective in 1 additional country. In all centers, abandonment of treatment was common; modeling exercises suggested that public funding of treatment, additional psychosocial personnel, and modifications of inpatient policies would increase survival rates while maintaining or even improving cost-effectiveness. CONCLUSIONS: Across various African countries, childhood cancer treatment units represent cost-effective interventions. Cost-effectiveness can be increased through the control of drug prices, appropriate policy environments, and decreasing the rate of treatment abandonment. These results will inform national childhood cancer strategies across Africa.


Assuntos
Neoplasias/terapia , África Subsaariana , Análise Custo-Benefício , Custos de Medicamentos , Custos de Cuidados de Saúde , Humanos
17.
Int J Clin Pract ; 75(4): e13951, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33342027

RESUMO

AIM: To describe the pattern of paediatric Rhabdomyosarcomas (RMS) and Non-Rhabdomyosarcomas (NRMS) with emphasis on the indices that affect survival outcomes. METHODS: We reviewed all patients with histologically confirmed RMS and NRMS in the Departments of Pathology and Paediatrics, University College Hospital (UCH), Ibadan, Nigeria; in children aged 0-14 years. The study period was January 1991 to December 2016. Information obtained included age, gender, morphology and site of the tumours. The tumour grade and pathologic/clinical staging of all patients were also obtained and verified by the clinical records. Tumour grading was carried out using the Fédération Nationale des Centres de Lutte Contre le Cancer (FNCLCC) Sarcoma group grading system and staging was done using TNM. Follow up, survival information and final outcome were retrieved. RESULTS: The 104 patients included in the study had almost equal male-to-female ratio, age ranged between 5 months and 14 years (median 8.2 years). Rhabdomyosarcoma had mean age of 5.6 (±3.8) years while that of NRMS was 9.2(±4.1) years. Overall, the modal age group was 5-9 years. Rhabdomyosarcoma was the commonest histological type (76%), undifferentiated sarcomas (6.7%), fibrosarcoma (3.8%) and 2.9% each for synovial sarcoma and dermatofibrosarcoma protuberans. The common primary sites were the head and neck (including the orbit) 49 (47.1%), and the abdominopelvic 26 (25%) regions. Majority (89%) had histologic grade 3 at presentation. Seventy per cent and 64% of patients with RMS and NRMS, respectively, had high stage tumour at presentation. Median survival for all patients with Rhabdomyosarcoma was 45 weeks with a 1-year survival of 43% and 2-year survival of 25%. Non-RMS (Dermatofibrosarcoma protuberans and Solitary fibrous tumours) had survival of over 4 year's duration. CONCLUSION: Majority of our patients presented at a late stage with histologic high grade which confers poor prognosis and reduced chances for good overall survival outcome.


Assuntos
Rabdomiossarcoma , Sarcoma , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Nigéria , Prognóstico , Estudos Retrospectivos , Rabdomiossarcoma/terapia
18.
Sci Rep ; 10(1): 15918, 2020 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-32985514

RESUMO

Over 200 million malaria cases globally lead to half-million deaths annually. The development of malaria prevalence prediction systems to support malaria care pathways has been hindered by lack of data, a tendency towards universal "monolithic" models (one-size-fits-all-regions) and a focus on long lead time predictions. Current systems do not provide short-term local predictions at an accuracy suitable for deployment in clinical practice. Here we show a data-driven approach that reliably produces one-month-ahead prevalence prediction within a densely populated all-year-round malaria metropolis of over 3.5 million inhabitants situated in Nigeria which has one of the largest global burdens of P. falciparum malaria. We estimate one-month-ahead prevalence in a unique 22-years prospective regional dataset of > 9 × 104 participants attending our healthcare services. Our system agrees with both magnitude and direction of the prediction on validation data achieving MAE ≤ 6 × 10-2, MSE ≤ 7 × 10-3, PCC (median 0.63, IQR 0.3) and with more than 80% of estimates within a (+ 0.1 to - 0.05) error-tolerance range which is clinically relevant for decision-support in our holoendemic setting. Our data-driven approach could facilitate healthcare systems to harness their own data to support local malaria care pathways.


Assuntos
Malária/epidemiologia , População Urbana , África Subsaariana/epidemiologia , África Ocidental/epidemiologia , Humanos , Modelos Teóricos , Prevalência , Estudos Prospectivos
19.
Blood Cells Mol Dis ; 84: 102438, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32504882

RESUMO

BACKGROUND/OBJECTIVE: Sickle cell disease (SCD) is a monogenic disease with multiple phenotypic expressions. Previous studies describing SCD clinical phenotypes in Nigeria were localized, with limited data, hence the need to understand how SCD varies across Nigeria. METHOD: The Sickle Pan African Research Consortium (SPARCO) with a hub in Tanzania and collaborative sites in Tanzania, Ghana and Nigeria, is establishing a single patient-consented electronic database with a target of 13,000 SCD patients. In collaboration with the Sickle Cell Support Society of Nigeria, 20 hospitals, with paediatric and adult SCD clinics, are participating in patient recruitment. Demographic and clinical information, collected with uniform case report forms, were entered into Excel spreadsheets and uploaded into Research Electronic Data Capture software by trained data clerks and frequency tables generated. RESULT: Data were available on 3622 patients enrolled in the database, comprising 1889 (52.9%) females and 1434 (39.6%) children ≤15 years. The frequencies of Hb SS, Hb SC and Hb Sß thalassemia in this data set were 97.5%, 2.5% and 0% respectively. Sixty percent, 23.8%, 5.9%, 4.8% and 2.5% have had bone pain crisis, dactylitis, acute chest syndrome, priapism and stroke respectively. The most frequent chronic complications were: leg ulcers (6.5%), avascular necrosis of bone (6.0%), renal (6.3%) and pulmonary hypertension (1.1%). Only 13.2% had been hospitalized while 67.5% had received blood transfusion. CONCLUSION: These data on the spectrum of clinical phenotypes of SCD are useful for planning, improving the management of SCD across Nigeria and provide a foundation for genomic research on SCD.


Assuntos
Anemia Falciforme/complicações , Síndrome Torácica Aguda/etiologia , Adolescente , Adulto , Anemia/etiologia , Anemia Falciforme/epidemiologia , Criança , Feminino , Humanos , Úlcera da Perna/etiologia , Masculino , Nigéria/epidemiologia , Dor/etiologia , Acidente Vascular Cerebral/etiologia , Adulto Jovem
20.
Malar J ; 19(1): 167, 2020 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-32336276

RESUMO

BACKGROUND: Cerebral malaria (CM), is a life-threatening childhood malaria syndrome with high mortality. CM is associated with impaired consciousness and neurological damage. It is not fully understood, as yet, why some children develop CM. Presented here is an observation from longitudinal studies on CM in a paediatric cohort of children from a large, densely-populated and malaria holoendemic, sub-Saharan, West African metropolis. METHODS: Plasma samples were collected from a cohort of children with CM, severe malarial anaemia (SMA), uncomplicated malaria (UM), non-malaria positive healthy community controls (CC), and coma and anemic patients without malaria, as disease controls (DC). Proteomic two-dimensional difference gel electrophoresis (2D-DIGE) and mass spectrometry were used in a discovery cohort to identify plasma proteins that might be discriminatory among these clinical groups. The circulatory levels of identified proteins of interest were quantified by ELISA in a prospective validation cohort. RESULTS: The proteome analysis revealed differential abundance of circulatory complement-lysis inhibitor (CLI), also known as Clusterin (CLU). CLI circulatory level was low at hospital admission in all children presenting with CM and recovered to normal level during convalescence (p < 0.0001). At acute onset, circulatory level of CLI in the CM group significantly discriminates CM from the UM, SMA, DC and CC groups. CONCLUSIONS: The CLI circulatory level is low in all patients in the CM group at admission, but recovers through convalescence. The level of CLI at acute onset may be a specific discriminatory marker of CM. This work suggests that CLI may play a role in the pathophysiology of CM and may be useful in the diagnosis and follow-up of children presenting with CM.


Assuntos
Clusterina/sangue , Convalescença , Malária Cerebral/parasitologia , Malária Falciparum/parasitologia , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Malária Cerebral/sangue , Malária Falciparum/sangue , Masculino , Estudos Prospectivos
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