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1.
Cureus ; 15(9): e45442, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37859904

RESUMO

Background and objective Allogeneic hematopoietic stem cell transplantation (alloHSCT) provides curative treatment for several hematological illnesses. In this study, we evaluated the impact of ABO compatibility and incompatibility on outcomes and complications related to hematopoietic stem cell transplantation (HSCT) performed for various hematological disorders at our center. Methodology This was a retrospective, single-center, cohort study in which patients were categorized according to the ABO match and mismatch status. The mismatch group was further subcategorized into major, minor, and bidirectional groups. Results A total of 117 patients underwent alloHSCT, out of which 82 (70.1%) were male and 35 (30%) were female. The median age of the patients was 9.5 years (range: 46 years). The most common indications for stem cell transplant were beta-thalassemia major (BTM; n=58, 49%) and aplastic anemia (AA; n=42, 35.8%). However, the outcomes in match and mismatch groups showed significant results for positive direct Coombs test (DCT), indicating the occurrence of hemolysis. Despite the increased need for blood transfusions, ABO blood group incompatibility (ABOi) had no negative impact on the clinical results. Conclusion Based on our findings, ABO incompatibility does not affect the outcomes in patients undergoing alloHSCT. Patient monitoring can aid in early detection and treatment, thereby minimizing the frequency of fatal events.

2.
Cureus ; 15(7): e42069, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37602123

RESUMO

Aim and objective This study aimed to examine the relationship between serum ferritin levels and the degree of hepatic fibrosis as detected on Fibroscan in thalassemia patients. Materials and methods This was a single-center and cross-sectional study conducted from April 2021 to December 2022. The sample population comprised 55 beta-thalassemia patients receiving treatment at the National Institute of Blood Diseases and Bone Marrow Transplantation, Karachi, Pakistan. The data was compiled through a series of patient interviews, an examination of medical records and was analyzed to obtain the results. Descriptive statistics were used for several variables, including diagnosis, Fibroscan score, blood group, comorbidity, visceromegaly, consanguinity, serum glutamate pyruvate transaminase (SGPT), viral markers, and C reactive protein (CRP). The correlation analysis was done using Spearman's correlation test. Results There were 55 participants in the study, 40 of whom were male and 15 of whom were female. The mean age of the patients was eight years, while the average age at diagnosis was nine months with a transfusion frequency of every 20 days. Spearman's rho (r = 0.287), and the significant value of (p = 0.033) confirmed a statistically significant positive correlation between serum ferritin levels and hepatic fibrosis. On Fibroscan, 74.5% of patients had F0-F1 stage fibrosis followed by 14.5% of the patients having F2 stage fibrosis. HCV seropositivity was the most prevalent comorbidity among the patients. 80% of patients had serum ferritin levels greater than 1000 ug/mL. Hepatosplenomegaly was present in 43.6% of the patients. 78.2% of patients were born out of consanguineous marriages. Conclusion In conclusion, this study found a statistically significant positive correlation between serum ferritin levels and hepatic fibrosis in beta-thalassemia patients. The study emphasizes the significance of monitoring serum ferritin levels in thalassemia patients to prevent hepatic fibrosis.

3.
Cureus ; 15(7): e41346, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37546153

RESUMO

OBJECTIVE: This study aimed to compare the reticulated platelet count between patients having thrombocytopenia secondary to autoimmune destruction (immune thrombocytopenia {ITP}), bone marrow failure, and healthy controls who presented to a tertiary care hospital in Karachi, Pakistan. METHODOLOGY: A cross-sectional study was conducted from February 2021 to October 2022 in the Department of Hematology, National Institute of Blood Disease (NIBD) Hospital in Karachi, Pakistan, that involved examining three groups: 30 patients with immune thrombocytopenia, 30 patients with thrombocytopenia secondary to reduced production from bone marrow, and 30 healthy controls. The study utilized the Sysmex XN-1000 (Hyogo, Japan: Sysmex Corporation) automated hematology analyzer to perform a complete blood count (CBC) test. Additionally, peripheral blood was stained with Leishman stain and examined under a microscope to eliminate pseudo thrombocytopenia and identify any abnormal cells or dysplasia. The immature platelet fraction (IPF) was then performed on Sysmex XN 1000 after ensuring adequate quality control. Finally, the data were analyzed using DATAtab (Graz, Austria: DATAtab) and SPSS version 25 (Armonk, NY: IBM Corp.). RESULTS: Of the ninety participants, the median age was 33 years with a range of 18-71 years. Patients with ITP had a significantly higher median IPF% (median=26.65, IQR=15-39.4) than thrombocytopenia due to bone marrow failure (median=9.25, IQR=4.55-14.30) and healthy controls (median=7, IQR=4.40-9.90), with a p-value of 0.001. The immune thrombocytopenia group demonstrated an increase in IPF% as platelet counts increased, indicating a significant moderate correlation between IPF% and platelets in these patients (r=0.438, p=0.016) and confirming that IPF% was an independent predictor for the detection of ITP. CONCLUSION: Reticulated platelet count may be a useful diagnostic tool to differentiate between ITP and thrombocytopenia caused by bone marrow failure. Because of its non-invasive nature, IPF is a valuable tool for expediting the management of thrombocytopenia associated with increased IPF.

4.
Mol Cytogenet ; 16(1): 4, 2023 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-36765381

RESUMO

OBJECTIVE: To highlight the reasons of culture failure in bone marrow aspirate samples sent for Cytogenetic analysis and to identify the associated parameters causing this impact. METHODOLOGY: This is a retrospective cross-sectional study conducted in the Clinical and Molecular Cytogenetics Laboratory of NIBD Hospital, Karachi, Pakistan. The rates of culture failure are assessed from the year 2017-2020 along with their reasons. Bone Marrow aspirate samples of patients with hematological malignancies were cultured for chromosomal analysis, both at the time of diagnosis or relapse. Statistical analysis was performed using SPSS version 25. RESULTS: A total of 1061 bone marrow aspirate samples were assessed for cytogenetic culture failures from the duration of 2017 to 2020. Ratio of males was predominantly higher i.e. 62.7% than female 37.3% with Mean ± SD age was 36.78 ± 18.94. Frequency of culture failure in the year 2020 was relatively high 20% as compared to the preceding years i.e. 8% in 2017, 6% in 2018, 7% in 2019. However, the patients were diagnosed with the following hematological malignancies; ALL 23%, CML 17.1%, AML 16.5% and AA 12.5%. Among the reasons of culture failure, cytogenetic analysis of patients with on-going chemo resulted in significant culture failures with p-value < 0.001 and the hematological malignancy, Acute Promyelocytic Leukemia, significantly impacted the growth of bone marrow aspirate cultures, with p-value < 0.001. CONCLUSION: Significant findings were associated with causative factors of culture failure including on-going treatment and sample issues of clotted bone marrow as well as with the clinical diagnosis. These evaluations facilitated in overcoming the rise in culture failures. As per our knowledge, no such data, discussing the effects of various parameters such as sample quality, diagnosis, effects of treatment etc., has been documented previously.

5.
J Ayub Med Coll Abbottabad ; 34(Suppl 1)(4): S923-S927, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36550645

RESUMO

Background: This study was carried out to determine the frequency of CD34 positivity in acute lymphoblastic leukaemia (B-ALL) in our population and to report its association with the clinicopathological profile at the time of diagnosis. Methods: The cross-sectional study was conducted at National Institute of Blood Diseases and Bone Marrow Transplantation, Karachi, Pakistan, from March 2020 till December 2020.Newly diagnosed patients were selected, from both genders and all age groups. Relevant history and findings of physical examination were recorded. Immunohistochemistry was done on trephine biopsy and molecular studies were carried on bone marrow aspirates or peripheral blood samples. Results: Out of 105 patients enrolled, 67 (63.8%) were males, with a male to female ratio (M: F) 1.8:1. Of the total patients, 62 (59.04%) were above 15 years of age. CD34 was expressed in 73 (69.5%) cases. Lymphadenopathy, splenomegaly, and hepatomegaly were separately noted in context to CD 34 expression in 22 (66.6%), 24 (64.8%), and 14 (58.3%) patients, respectively. CNS disease was seen in a total of 3(2.75%) subjects, in which 2 (66.6%) of the patients had CD34 expression. Total 81 patients in our study fall into the high-risk group out of which CD 34 expression was seen in 58(71.6%) subjects. Cytogenetic analysis, BCR-ABL p190, and MLL gene rearrangement were investigated in all participants. Cytogenetic analysis revealed an abnormality in 20 (19%) cases out of which 13 (17.8%) cases were from CD34 positive group. Conclusion: Our study reported CD34 expression in more than two-thirds of cases. High-risk disease was significantly associated with CD34 expression.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras , Humanos , Masculino , Feminino , Paquistão/epidemiologia , Estudos Transversais , Antígenos CD34/análise , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia
6.
Stem Cells Int ; 2022: 1442613, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36117722

RESUMO

The successful outcome of allogeneic hematopoietic stem cell transplant (HSCT) in aplastic anemia patients is driven by suitable donor selection, appropriate conditioning regimen, early intervention, and optimal supportive care after transplant. Pakistan, being a developing country, faces grave economic challenges due to meager health care budget; therefore, cost constraints remain the foremost impediment in optimizing transplant facilities for socioeconomically deprived patients. We conducted a single-center retrospective analysis of aplastic anemia patients (N = 130), who received matched sibling donor transplants from 2011 to 2019, treated with either fludarabine/cyclophosphamide (Flu/Cy) or antithymocyte globulin/cyclophosphamide (ATG/CY) conditioning regimen. Median age was 16 years (IQR, 11-20), and it ranged from 3 to 48 years. The median time from diagnosis to transplant was 3 months (IQR, 2 to 4), and it ranged from 1 to 8 months. The estimated overall survival (OS), relapse-free survival (RFS), and GvHD-free survival (GFS) were found to be 69.0%, 66.7%, and 64.3% in the ATG/Cy group while 76.1%, 72.7%, and 62.5% in the Flu/Cy group, respectively, after a median follow-up of 30 months (IQR, 8 to 55), and it ranged from 0 to 98 months for the study groups. The Flu/Cy regimen was well tolerated and was not associated with increased risk of GvHD. Hence, it may be an appropriate alternative conditioning regimen for developing countries with limited health care resources.

7.
SAGE Open Med Case Rep ; 10: 2050313X221102113, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35655712

RESUMO

Pseudomonal ecthyma gangrenosum is a well-known condition in immunosuppressed patients. However, ecthyma gangrenosum associated with Klebsiella pneumoniae is a rare entity that requires early recognition and optimal antibiotic and surgical management. We herein report the first case of colistin & carbapenem-resistant Klebsiella pneumoniae ecthyma gangrenosum in an acute myeloid leukemia patient. A 30-year-old female with acute myeloid leukemia received induction chemotherapy at the National Institute of Blood Diseases and Bone Marrow Transplantation hospital. Post-chemotherapy, she developed fever and a necrotic erythematous papule on right forearm. Colistin-susceptible carbapenem-resistant Klebsiella pneumoniae was isolated in cultures. Susceptibility testing was performed by microbroth dilution method. Worsening necrotic lesion prompted surgical debridement. Histopathology of debrided tissue revealed necrotic inflammation, and tissue cultures grew colistin-resistant carbapenem-resistant Klebsiella pneumoniae (colistin minimum inhibitory concentration >4 µg/mL). We speculate that colistin resistance was acquired due to impaired antibiotic penetration in necrotic nidus. A higher incidence of carbapenem-resistant Klebsiella pneumoniae-associated ecthyma gangrenosum is anticipated in hem-oncology patients, and timely diagnosis, appropriate antibiotics, and surgical debridement remain the only potential cure.

8.
BMC Cancer ; 22(1): 519, 2022 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-35527244

RESUMO

BACKGROUND: Cytochrome P450 (CYP) and glutathione S transferases (GSTs) are important biotransforming enzymes responsible for detoxification of anticancer drugs and carcinogens. Polymorphisms in these enzymes may greatly influence the susceptibility to CML and overall efficacy of tyrosine kinase inhibitors. This study was aimed to estimate the possible influence of the polymorphisms of GSTs and CYP in the occurrence of CML as well as in predicting therapeutic outcome of nilotinib therapy in Pakistani CML patients. METHODS: The polymorphic variability in CYP 1A1*2C, GSTP1 (A3131G), GSTT1 and GSTM1 was assessed either by RFLP or multiplex PCR. The BCR ABL1 transcripts were quantified by qPCR to monitor response to nilotinib. RESULTS: The CYP1A1*2C heterozygous and GSTP1 homozygous polymorphisms seemed to be a contributing factor in developing CML. Altogether, there were 12 non-responders, 66 responders and 21 partial responders. The most frequent genotype was null GSTM1 in responders followed by CYP 1A1 and GSTP1 -wild type (p = < 0.05). Whereas, homozygous GSTP1 and GSTT1 null genotype is significantly higher only among nilotinib non-responders. CONCLUSION: Hence, it can be concluded that wild type CYP1A1, GSTP1 and null GSTM1 may be frequently linked to favorable outcome in patients treated with nilotinib as depicted by sustained deep molecular response in most CML patients.


Assuntos
Citocromo P-450 CYP1A1 , Glutationa Transferase , Leucemia Mielogênica Crônica BCR-ABL Positiva , Pirimidinas , Estudos de Casos e Controles , Citocromo P-450 CYP1A1/genética , Predisposição Genética para Doença , Genótipo , Glutationa S-Transferase pi/genética , Glutationa Transferase/genética , Humanos , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Paquistão , Polimorfismo Genético , Pirimidinas/uso terapêutico , Fatores de Risco
9.
Mol Omics ; 18(6): 534-544, 2022 07 11.
Artigo em Inglês | MEDLINE | ID: mdl-35578989

RESUMO

The red blood cell membrane loses its integrity during hemoglobinopathies like ß-thalassemia and sickle cell disease. Various mutations have been associated with ß-thalassemia, the most prevalent of which is the IVS-1-5 (G > C) mutation. It is associated with poor prognosis of the disease with a dependency on transfusion. Here, we have investigated the effect of IVS mutation and the administration of hydroxyurea on the red blood cell membrane lipidome isolated from patients using a liquid chromatography coupled to tandem mass spectrometry based approach to identify changes in the red blood cell membrane lipidome of patients with/without the mutation and being/not being administered hydroxyurea. A total of 50 patients, with/without hydroxyurea treatment, were recruited and 62 lipid species were identified in all groups after statistical analyses using fold change analysis, ANOVA and lipids with higher VIP values extracted from the OPLS-DA loading plot. The presence of the IVS mutation showed altered expression levels of various lipid species as compared to non-IVS individuals, such as phosphatidylcholines, steroids, phenol lipids and fatty acids. Significant changes were though found with the administration of hydroxyurea where both the IVS and non-IVS groups showed a marked increase in complex lipids of the membrane, while a decrease was observed in those without hydroxyurea administration showing degradation of these membrane lipids. This study is the first to report changes incurred by IVS mutation and hydroxyurea administration in red blood cell membranes extracted from ß-thalassemia patients. Hydroxyurea administration has been perceived to improve the lipid profile of the red blood cell membrane in both IVS and non-IVS patients.


Assuntos
Talassemia beta , Humanos , Hidroxiureia/farmacologia , Hidroxiureia/uso terapêutico , Lipidômica , Lipídeos , Mutação , Talassemia beta/tratamento farmacológico , Talassemia beta/genética
10.
Cureus ; 14(3): e23490, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35475097

RESUMO

OBJECTIVE: The study aimed to evaluate the causes of thrombocytopenia in pregnancy and its management along with the outcome in the COVID-19 era. METHODS: Recruitment for this prospective, cross-sectional observational study of thrombocytopenia in pregnancy (platelet counts <100x109/L) was done from January 2017 to August 2020 at the National Institute of Blood Diseases (NIBD) after taking the patients' informed consent. Complete clinical and lab profile of patients was also collected. RESULTS: A total of 150 pregnant women with thrombocytopenia were enrolled, with the mean age being 27.3±4.64 years. Mean platelet counts at baseline were 48.0±24. Main clinical manifestations at baseline included: anemia 65.9%, bruises 23.25%, and edema 9.3%. Causes of thrombocytopenia were gestational thrombocytopenia (GT) 72 (48%), acute fatty liver five (3.3%), pre-eclampsia in 11 (7.3%), and eclampsia seven (4.6%). Causes not specific to pregnancy included 30 (20%) cases of ITP, hepatitis C, and nutritional deficiency was reported in nine (6%) patients each. 72/150 received supportive care treatment to manage thrombocytopenia and were closely monitored and given supplements. Twenty (66.6%) ITP patients received treatment with steroids, with complete response in 70% of them seen. Overall, 38 (25.3%) women with bleeding symptoms and platelet count <50x109/L received platelet transfusions. CONCLUSION: The study shows that pre-eclampsia and eclampsia are serious conditions with a high risk for complications, while GT is a benign and the most common cause of thrombocytopenia in pregnancy which requires no active treatment. The other causes such as ITP and infections require individualized management.

11.
Cureus ; 14(2): e22075, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35308712

RESUMO

Background An adequate supply of quality blood products is the backbone of any hospital. To maintain it, the utilization and wastage of the products should be closely monitored. Objective To determine the crossmatch to transfusion (C/T) ratio, transfusion probability (%T), and transfusion index (Ti) of packed red blood cells and to review the use of platelets. Materials and methods A total of 6,326 hematological patients receiving packed red blood cells were included in the study. The random donor platelets that were prepared during this period were also included to know the actual utilization of platelets. Results A total of 26,146 crossmatches were requested for these 6,326 patients in three years. Out of these, 26,024 units were issued and transfused to the patients. The CT ratio of our data was calculated to be 1.00, the transfusion probability was found to be 98.1%, and the transfusion index was computed to be 0.99. For random donor platelets, 37,162 were prepared from whole blood during this period, while 30,971 platelets were transfused to the patients. Conclusion The overall results of our analysis showed proper utilization of blood products at our institution. The wastage was considered to be minimal.

12.
Chem Phys Lipids ; 244: 105195, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35288127

RESUMO

RBCs membrane loses its integrity during hemoglobinopathies such as ß-thalassemia and sickle cell disease. The severity of ß-thalassemia has been historically linked to the presence of XMN polymorphism which is believed to ameliorate the severity. Here, we investigate the effect of XMN polymorphism on RBC membrane lipidome isolated from patients, using LC-MS/MS based approach. A total of 50 patients were recruited and 28 lipid species were identified in all groups after statistical analyses using volcano plot and ANOVA-SCA, and lipids with higher VIP values extracted from OPLS-DA loading plot. Alteration in lipid levels specifically the membrane lipids such as PC and fatty acids were observed. Samples with XMN polymorphism exhibited up-regulation of lipids involved in membrane stability such as cholenoic acid while PC (O-41:1) was down-regulated when compared to non-XMN samples. Additionally, HU administration to samples also had profound effect on the lipids of patients in both groups. A trend of improvement in the membrane lipids was observed in patients with XMN polymorphism. HU administration has proven to further improve the membrane integrity by upregulating certain membrane lipids in such patients. The study presents a comprehensive analysis of RBC membrane lipidome with respect to the genetic variation and HU administration.


Assuntos
Talassemia beta , Cromatografia Líquida , Humanos , Hidroxiureia , Lipidômica , Lipídeos de Membrana , Espectrometria de Massas em Tandem , Talassemia beta/genética
13.
Hematology ; 27(1): 232-238, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35156559

RESUMO

OBJECTIVES: To establish a reliable XN-HPC cutoff, for an effective CD34 + cell count of ≥2 × 106cells/kg of the recipient's body weight, in harvested bone marrow products in allogenic transplantation. METHODS: The study was carried out in two phases. In retrospective Phase 1, data from 47 donors were analyzed. Sysmex analyzer XN-20 and BD FACS Calibur were employed to process XN-HPC and CD34 + cell enumeration, respectively. To make the two variables comparable, both XN-HPC and CD34 + cell counts were reported as the number of cells/kg of the recipient's body weight. Spearman's rank correlation coefficient was calculated for CD34 + cells and XN-HPC, followed by the calculation of the receiver operating characteristic (ROC) curve to identify the XN-HPC value which could effectively predict the cutoff of ≥2 × 106 CD34 + cells/kg of the recipient's body weight. In Phase 2, the computed XN-HPC cutoff was validated in a prospective set of 53 donors by obtaining the positive and negative predictive values. RESULTS: Statistically significant correlation was obtained between XN-HPC and CD34 + cell count with Spearman's rho of 0.54 (p-value <0.001). The optimal XN-HPC cutoff, for the required CD34 + ve cell count of ≥2 × 106 cells/kg of the recipient's body weight, was calculated to be ≥2.80×106 cells/kg of the recipient's body weight with the specificity and sensitivity of 100% and 31%, respectively. The ROC curve demonstrated the area under the curve to be 0.74. Phase 2 validation revealed 100% PPV. CONCLUSIONS: For harvested bone marrow products with XN-HPC of ≥2.80×106 cell/kg of the recipient's body weight, CD34 + cell enumeration by flow cytometry can safely be disposed of.


Assuntos
Células da Medula Óssea , Separação Celular , Transplante de Células-Tronco , Células-Tronco , Doadores de Tecidos , Aloenxertos , Antígenos CD34 , Contagem de Células , Criança , Pré-Escolar , Feminino , Humanos , Masculino
14.
Int J Lab Hematol ; 44(3): 538-546, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35060318

RESUMO

INTRODUCTION: P-Loop mutations in CML patients prevent the conformational change in BCR-ABL1 necessary for drug binding. The present study aimed to evaluate the impact of mutations in this domain on the prognosis of the disease and also to associate the baseline Sokal relative risk score with the overall survival in non-responding CML patients. METHODS: Blood samples were analyzed using ARMS-PCR and then an association was assessed between presence/absence of mutations, hematological and molecular response, disease progression, overall survival, and Sokal score. RESULTS: Of the total 250 CML patients, 102 were found to be treatment-resistant. Fifty-three patients harbored P-Loop mutations with G250E (12.7%) being most frequent. Complete hematological response and major molecular response were achieved by only 27.7% and 5.7 patients, respectively. Worst survival (57.1%) was observed in Y253H positive patients while according to Sokal score in high-risk patients harboring Y253F (50%) and E255V (50%). CONCLUSION: The presence of P-Loop domain mutations negatively impacted the prognosis of the disease in terms of disease advancement and overall survival. So, the timely performance of the BCR-ABL1 mutational analysis and the modifications in the treatment plan based on the mutation identified would help in a better outcome of the disease.


Assuntos
Domínio AAA , Leucemia Mielogênica Crônica BCR-ABL Positiva , Resistencia a Medicamentos Antineoplásicos/genética , Proteínas de Fusão bcr-abl/genética , Humanos , Leucemia Mielogênica Crônica BCR-ABL Positiva/diagnóstico , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Mutação , Inibidores de Proteínas Quinases/farmacologia , Inibidores de Proteínas Quinases/uso terapêutico , Pirimidinas/uso terapêutico
15.
Diagnostics (Basel) ; 12(1)2022 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-35054304

RESUMO

A targeted and timely treatment can be a beneficial tool for patients with hematological emergencies (particularly acute leukemias). The key challenges in the early diagnosis of leukemias and related hematological disorders are their symptom-sharing nature and prolonged turnaround time as well as the expertise needed in reporting confirmatory tests. The present study made use of the potential morphological and immature fraction-related parameters (research items or cell population data) generated during complete blood cell count (CBC), through artificial intelligence (AI)/machine learning (ML) predictive modeling for early (at the pre-microscopic level) differentiation of various types of leukemias: acute from chronic as well as myeloid from lymphoid. The routine CBC parameters along with research CBC items from a hematology analyzer in the diagnosis of 1577 study subjects with hematological neoplasms were collected. The statistical and data visualization tools, including heat-map and principal component analysis (PCA,) helped in the evaluation of the predictive capacity of research CBC items. Next, research CBC parameter-driven artificial neural network (ANN) predictive modeling was developed to use the hidden trend (disease's signature) by increasing the auguring accuracy of these potential morphometric parameters in differentiation of leukemias. The classical statistics for routine and research CBC parameters showed that as a whole, all study items are significantly deviated among various types of leukemias (study groups). The CPD parameter-driven heat-map gave clustering (separation) of myeloid from lymphoid leukemias, followed by the segregation (nodding) of the acute from the chronic class of that particular lineage. Furthermore, acute promyelocytic leukemia (APML) was also well individuated from other types of acute myeloid leukemia (AML). The PCA plot guided by research CBC items at notable variance vindicated the aforementioned findings of the CPD-driven heat-map. Through training of ANN predictive modeling, the CPD parameters successfully differentiate the chronic myeloid leukemia (CML), AML, APML, acute lymphoid leukemia (ALL), chronic lymphoid leukemia (CLL), and other related hematological neoplasms with AUC values of 0.937, 0.905, 0.805, 0.829, 0.870, and 0.789, respectively, at an agreeably significant (10.6%) false prediction rate. Overall practical results of using our ANN model were found quite satisfactory with values of 83.1% and 89.4.7% for training and testing datasets, respectively. We proposed that research CBC parameters could potentially be used for early differentiation of leukemias in the hematology-oncology unit. The CPD-driven ANN modeling is a novel practice that substantially strengthens the predictive potential of CPD items, allowing the clinicians to be confident about the typical trend of the "disease fingerprint" shown by these automated potential morphometric items.

16.
J Pediatr Hematol Oncol ; 44(1): e77-e83, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33710118

RESUMO

Despite high prevalence and incidence of ß-thalassemia in Pakistan, there is very limited work on the use of hydroxyurea (HU) in thalassemia patients in the country. This is the first insight regarding genetic profiling of BCL11A and HU responses in Pakistani ß-thalassemia. It correlates single-nucleotide polymorphisms on BCL11A (rs4671393, rs766432) and HBG2 (XmnI), age at first transfusion, and ß-globin mutations with HU response in ß-thalassemia major (BTM). Of 272 patients treated with HU, 98 were complete responders, 55 partial responders, and 119 nonresponders. Our analysis shows that HU response was significantly associated with patients having IVSI-1 or CD 30 mutation (P<0.001), age at first transfusion >1 year (P<0.001), and with the presence of XmnI polymorphism (P<0.001). The single-nucleotide polymorphisms of BCL11A were more prevalent among responders, but could not show significant association with HU response (P>0.05). Cumulative effect of all 5 predicting factors through simple binary scoring indicates that the likelihood of HU response increases with the number of primary and secondary genetic modifiers (P<0.001). Predictors scoring is a pragmatic tool to foresee HU response in patients with BTM. The authors recommend a score of ≥2 for starting HU therapy in Pakistani patients with BTM.


Assuntos
Hidroxiureia/administração & dosagem , Polimorfismo de Nucleotídeo Único , Proteínas Repressoras/genética , Talassemia beta , Criança , Pré-Escolar , Estudos Transversais , Feminino , Humanos , Masculino , Paquistão , Talassemia beta/tratamento farmacológico , Talassemia beta/genética
17.
Cancer Rep (Hoboken) ; 5(10): e1580, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-34708590

RESUMO

BACKGROUND: Myelodysplastic syndromes (MDS) are heterogeneous group of haematopoietic stem cell disorders and have variable reduction in the production of red cells, platelets and mature granulocytes. AIM: We conducted a case-control study evaluating the environmental and occupational determinants as risk factors of MDS. METHODS: A case-control study was conducted including 150 de novo MDS cases and 450 age and gender-matched controls. Disease characteristics, sociodemographics and exposure to environmental and occupational determinants were collected through a questionnaire. Chi-square test was applied to observe association, and binary logistic regression was applied to predict the odds of having MDS. RESULTS: A total of 600 participants were analysed. Those who were exposed to arsenic (OR 31.81, CI: 19.0-53.0, P-value: .000), benzene (OR 1.564, CI: 1.07-2.27, P-value: .01) using natural source of water (OR 3.563, CI: 2.29-5.53, P-value: .000) and smokers (OR 3.1, P-value: .000) were more likely to have MDS. Unmarried were less likely to acquire MDS than married (OR 0.239, CI: 0.15-0.36, P-value: .000), Sindhi speaking were 1.419 times more likely to have MDS than participants speaking other languages. Uneducated participants were more likely to have MDS than educated and powder milk users were more likely to have MDS than dairy milk users. CONCLUSION: Our results revealed that arsenic, use of natural source of water and benzene exposure might lead to higher risk of acquiring MDS. This study would be helpful to understand the aetiology of disease in Pakistani population.


Assuntos
Arsênio , Síndromes Mielodisplásicas , Arsênio/efeitos adversos , Benzeno/toxicidade , Estudos de Casos e Controles , Humanos , Síndromes Mielodisplásicas/diagnóstico , Síndromes Mielodisplásicas/epidemiologia , Síndromes Mielodisplásicas/etiologia , Paquistão/epidemiologia , Pós , Água
18.
JCO Glob Oncol ; 7: 1647-1658, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34898246

RESUMO

Diffuse large B-cell lymphoma (DLBCL) is the commonest non-Hodgkin lymphoma encountered by hematopathologists and oncologists. Management guidelines for DLBCL are developed and published by countries with high income and do not cater for practical challenges faced in resource-constrained settings. This report by a multidisciplinary panel of experts from Pakistan is on behalf of three major national cancer societies: Society of Medical Oncology Pakistan, Pakistan Society of Hematology, and Pakistan Society of Clinical Oncology. The aim is to develop a practical and standardized guideline for managing DLBCL in Pakistan, keeping in view local challenges, which are similar across most of the low- and middle-income countries across the globe. Modified Delphi methodology was used to develop consensus guidelines. Guidelines questions were drafted, and meetings were convened by a steering committee to develop initial recommendations on the basis of local challenges and review of the literature. A consensus panel reviewed the initial draft recommendations and rated the guidelines on a five-point Likert scale; recommendations achieving more than 75% consensus were accepted. Resource grouping initially suggested by Breast Health Global Initiative was applied for resource stratification into basic, limited, and enhanced resource settings. The panel generated consensus ratings for 35 questions of interest and concluded that diagnosis and treatment recommendations in resource-constrained settings need to be based on available resources and management expertise.


Assuntos
Hematologia , Linfoma Difuso de Grandes Células B , Consenso , Humanos , Linfoma Difuso de Grandes Células B/diagnóstico , Linfoma Difuso de Grandes Células B/terapia , Oncologia , Paquistão/epidemiologia
19.
BMC Genomics ; 22(1): 903, 2021 Dec 16.
Artigo em Inglês | MEDLINE | ID: mdl-34915860

RESUMO

BACKGROUND: Myelodysplastic syndromes (MDS) are clonal disorders of hematopoietic stem cells exhibiting ineffective hematopoiesis and tendency for transformation into acute myeloid leukemia (AML). The available karyotyping and fluorescent in situ hybridization provide limited information on molecular abnormalities for diagnosis/prognosis of MDS. Next generation DNA sequencing (NGS), providing deep insights into molecular mechanisms being involved in pathophysiology, was employed to study MDS in Pakistani cohort. PATIENTS AND METHODS: It was a descriptive cross-sectional study carried out at National institute of blood diseases and bone marrow transplant from 2016 to 2019. Total of 22 cases of MDS were included. Complete blood counts, bone marrow assessment and cytogenetic analysis was done. Patients were classified according to revised WHO classification 2016 and IPSS score was applied for risk stratification. Baseline blood samples were subjected to analysis by NGS using a panel of 54 genes associated with myeloid malignancies. RESULTS: The median age of patients was 48.5 ± 9.19 years. The most common presenting complaint was weakness 10(45.45%). Cytogenetics analysis revealed abnormal karyotype in 10 (45.45%) patients. On NGS, 54 non-silent rare frequency somatic mutational events in 29 genes were observed (average of 3.82 (SD ± 2.08) mutations per patient), including mutations previously not observed in MDS or AML. Notably, two genes of cohesin complex, RAD21 and STAG2, and two tumor suppressor genes, CDKN2A and TP53, contained highest number of recurrent non-silent somatic mutations in the MDS. Strikingly, a missense somatic mutation p.M272Rof Rad21 was observed in 13 cases. Overall, non-silent somatic mutations in these four genes were observed in 21 of the 22 cases. The filtration with PharmGKB database highlighted a non-synonymous genetic variant rs1042522 [G > C] located in the TP53. Genotype GG and GC of this variant are associated with decreased response to cisplatin and paclitaxel chemotherapy. These two genotypes were found in 13 cases. CONCLUSION: Sequencing studies suggest that numerous genetic variants are involved in the initiation of MDS and in the development of AML. In countries like Pakistan where financial reservation of patients makes the use of such analysis even more difficult when the availability of advanced techniques is already a prevailing issue, our study could be an initiating effort in adding important information to the local data. Further studies and large sample size are needed in future to enlighten molecular profiling and ultimately would be helpful to compare and contrast the molecular characteristics of Asian versus global population.


Assuntos
Síndromes Mielodisplásicas , Adulto , Estudos Transversais , Humanos , Hibridização in Situ Fluorescente , Pessoa de Meia-Idade , Síndromes Mielodisplásicas/diagnóstico , Síndromes Mielodisplásicas/genética , Paquistão , Análise de Sequência de DNA
20.
Cureus ; 13(11): e19824, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34963841

RESUMO

Background and objective The calcineurin inhibitor cyclosporine A is routinely used for prophylaxis against graft-versus-host-disease (GvHD) in human leukocyte antigen (HLA)-matched allogeneic stem-cell transplant patients and is a major etiological factor for neuropathological symptoms that are reversible in most cases. In this study, we aimed to determine the frequency and risk factors of cyclosporine-induced neurotoxicity (CIN) in HLA-matched allogeneic stem cell transplant patients. Methods The study spanned the period from January 2016 to December 2019. Consecutive HLA-matched allogeneic stem-cell transplant patients of all ages were included in the study. Descriptive and risk factor analyses for the development of CIN with respect to age, sex, primary diagnosis, conditioning regimen, electrolyte abnormalities, and cyclosporine trough levels during the neurological episode were performed. Results A total of 106 HLA-matched patients with a median age of 6.3 years [interquartile range (IQR): 0.5-46 years], of which 37 (35%) were females, were included in the study. The mean cyclosporine trough level was 500 ±286 mg/dl. Neurological symptoms were found in 27 (26%) patients. A total of 14 (13%) patients were diagnosed with CIN. The frequency of other neurological symptoms included headache in 46 (43%), disorientation in 17 (16%), seizures in 12 (11%), visual disturbance in 11 (10%), and aphasia in seven (7%) patients. Posterior reversible encephalopathy syndrome (PRES) was found in six (6%) patients. All patients with CIN had hypertension and none had a fever. Multivariate logistic analysis showed that the presence of seizures [odds ratio (OR): 10.0, p<0.001] and the absence of fever (OR: 0.02, p<0.001) were associated with the diagnosis of CIN. Conclusion The prevalence of CIN is not uncommon (13%) in patients receiving cyclosporine for GvHD prophylaxis. Neurological complications, especially seizures, are common in CIN, and fever might indicate an alternative diagnosis. Prompt recognition of neurological signs and symptoms and early intervention can halt the progression of the disease.

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