Computer Assisted Classification Framework for Detection of Acute Myeloid Leukemia in Peripheral Blood Smear Images

Author(s):  
S. Alagu ◽  
K. Bhoopathy Bagan
2021 ◽  
pp. 72-74
Author(s):  
Sarat Das ◽  
Prasanta Kr. Baruah ◽  
Sandeep Khakhlari ◽  
Gautam Boro

Introduction: Leukemias are neoplastic proliferations of haematopoietic stem cells and form a major proportion of haematopoietic neoplasms that are diagnosed worldwide. Typing of leukemia is essential for effective therapy because prognosis and survival rate are different for each type and sub-type Aims: this study was carried out to determine the frequency of acute and chronic leukemias and to evaluate their clinicopathological features. Methods: It was a hospital based cross sectional study of 60 patients carried out in the department of Pathology, JMCH, Assam over a period of one year between February 2018 and January 2019. Diagnosis was based on peripheral blood count, peripheral blood smear and bone marrow examination (as on when available marrow sample) for morphology along with cytochemical study whenever possible. Results: In the present study, commonest leukemia was Acute myeloid leukemia (AML, 50%) followed by Acute lymphoblastic leukemia (ALL 26.6%), chronic myeloid leukemia (CML, 16.7%) and chronic lymphocytic leukemia (CLL, 6.7%). Out of total 60 cases, 36 were male and 24 were female with Male:Female ratio of 1.5:1. Acute lymphoblastic leukemia was the most common type of leukemia in the children and adolescents. Acute Myeloid leukemia was more prevalent in adults. Peripheral blood smear and bone Conclusion: marrow aspiration study still remains the important tool along with cytochemistry, immunophenotyping and cytogenetic study in the diagnosis and management of leukemia.


2020 ◽  
Vol 28 (1) ◽  
pp. 99-106
Author(s):  
Ioan Macarie ◽  
Florin Tripon ◽  
Bogdana Dorcioman ◽  
Melania Macarie

AbstractIntroduction. We report one elderly patient diagnosed with a rare subtype of acute myeloid leukemia (AML) and also with a very rare fusion gene involving ARHGEF12 (LARG, 11q23.3) and MAPRE1 (EB1, 20q11.21) genes.Material and methods. Clinical examination and routine analysis were performed including peripheral blood smear, immunophenotyping of the peripheral blood by flow cytometry and several molecular analyses.Results. Peripheral blood smear showed 80% blasts with round and some with convoluted nuclei, with basophilic cytoplasm, identified as monoblast and the majority of cells as promonocytes. Peripheral blood immunophenotyping was consistent with monocytic differentiation. Molecular analysis was negative for FLT3 ITD, FLT3 D835, NPM1, and DNMT3A R882 mutations. Multiplex ligation-dependent probe amplification revealed no copy number aberration. Ligation-dependent reverse transcription polymerase chain reaction (LD-RT-PCR) analysis identified the presence of one gene fusion between ARHGEF12 (LARG, 11q23.3) and MAPRE1 (EB1, 20q11.21) genes. The patient had no significant comorbidities, the renal function was normal and Eastern Cooperative Oncology Group performance status was 2 at diagnosis and 1 after treatment. She was treated with decitabine. She became transfusion independent and a reduction of the number of blasts was obtained.Conclusions. The outcome of our AML patient was favorable but other patients with fusion genes involving ARHGEF12 (LARG, 11q23.3) and MAPRE1 (EB1, 20q11.21) should be reported, contributing to a better characterization of the disease, to monitor the minimal residual disease and in the end to more targeted treatment options. LD-RT-PCR represent a valuable multiplex technique for fusion gene analysis.


2021 ◽  
Vol 6 (1) ◽  
pp. 1419-1421
Author(s):  
Sudip Yadav ◽  
Neeta Kafle ◽  
Sulav Sapkota

Acute myeloid leukemia is more common in adults than in children population. Fatigue, bleeding and fever are the most common presentations. Petechiae, gingival swelling, lymphadenopathy and hepatosplenomegaly are common signs. Here we report a case of a 57 years post-menopausal lady with gum swelling and pain on deglutition for both liquid and solid foods. She was diagnosed with a case of AML- M2 on the basis of peripheral blood smear and bone marrow examination findings.


2018 ◽  
Vol 6 (8) ◽  
pp. 1627-1628
Author(s):  
Maxime Moniot ◽  
Maxime Loyens ◽  
Charles Mary ◽  
Coralie L’Ollivier

Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 5-5
Author(s):  
Shaker A Mousa ◽  
Noureldien Darwish ◽  
Thangirala Sudha

Acute myeloid leukemia is one of the most aggressive malignant hematological disorders on worldwide basis. More than 19,000 new cases are estimated in the United States in 2020 (1.1% of all new cancer cases). The estimated death rate from AML is 11,180 that represent 56% of the new cases (1.8% of all cancer death), with an overall 5-year survival rate of 27.4% [1]. Current treatment regimens for AML include traditional chemotherapy, radiotherapy, allogeneic hematopoietic cell transplantation and targeted therapies for specific mutations in limited numbers of AML patients, all of whom still suffer from adverse effects and relapse. New broad spectrum effective and safe treatment options are urgently needed for the different types of AML. Our strategy focused on developing a novel targeted therapy for the thyrointegrin αvβ3 receptors that are over-expressed in leukemic cells. This receptors support adhesion, engraftment, proliferation, invasion/metastasis, and angiogenesis functions of leukemic cells. The identified thyrointegrin αvβ3 antagonist fluorobenzyl Polyethylene glycol Mono-Triazole Tetraiodothyroacetic Acid (fb-PMT) binds with high affinity and specificity. Our study showed that fb-PMT effectively suppresses the functions of AML cell line and primary cell harboring FLT3-ITD after successful engraftment in transgenic NSG-S xenograft mouse models. Daily treatment with fb-PMT at doses ranging from 1-10 mg/kg, subcutaneously for 3-4 weeks were associated with leukemogenesis regression, suppression of cancer invasion and extended survival in both models. These findings were verified using IVIS scanning and histopathological examination to evaluate the engraftment of leukemic cells in the bone marrow and other organs including, spleen, liver, lung, and brain. Furthermore, fb-PMT at 3 and 10 mg/kg, s.c. daily for 3-4 weeks exhibited significant reduction (P<0.001) of leukemic cell burden 74% and >95%, respectively. Peripheral blood smears from fb-PMT treated animals were reversed back to normal with no blast cells along with normal cell counts. Bone marrow regain its normal maturation with abundant segmented neutrophil and megakaryocytes, representing complete hematological remission along with complete suppression of leukemic cell metastasis and invasion into different organs. To evaluate the relapse after treatment, 40 mice were maintained off treatment for further 2 weeks and IVIS scans and peripheral blood smear examination were performed on animals at end of first week and at sacrifice. The fb-PMT (10 mg/kg) off treatment has shown successful maintained remission after stopping the daily treatment as confirmed using blood smear examination, IVIS scan, and histopathological examination. Additionally, safety assessments in rodents and monkeys demonstrated safety and tolerability at multiple folds above the anticipated human doses. Lastly, our genome-wide microarray screen demonstrated that fb-PMT works through the Hedgehog pathway and Il-21 receptor down-regulation as well as downregulation of several genes including, IGF2, TWIST1 and FYN oncogene, angiopoietin 1 (ANGPT1), angiopoietin-like 2 (ANGPTL2) and PIM1 oncogene KIT, HRAS, INH2, BCL, AKT1, IDH2, CDK4/6, TIMP1, VEGF, EGFR and PD-L1, KDM6A, EZH2. Collectively, preclinical findings of fb-PMT warrant its clinical investigation for the effective and safe management of AML. Reference 1. Key Statistics for Acute Myeloid Leukemia (AML). 2020; Available from: https://www.cancer.org/cancer/acute-myeloid-leukemia/about/key-statistics.html. Figure 1 Disclosures Mousa: Vascular Vision Pharma Co.: Patents & Royalties.


Leukemia ◽  
2013 ◽  
Vol 28 (3) ◽  
pp. 713-716 ◽  
Author(s):  
V Vainstein ◽  
S A Buckley ◽  
O Shukron ◽  
E H Estey ◽  
J L Abkowitz ◽  
...  

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