Digital Microscopy Augmented by Artificial Intelligence to Interpret Bone Marrow Samples for Hematological Diseases.

Analysis of bone marrow aspirates (BMAs) is an essential step in the diagnosis of hematological disorders. This analysis is usually performed based on a visual examination of samples under a conventional optical microscope, which involves a labor-intensive process, limited by clinical experience and subject to high observer variability. In this work, we present a comprehensive digital microscopy system that enables BMA analysis for cell type counting and differentiation in an efficient and objective manner. This system not only provides an accessible and simple method to digitize, store, and analyze BMA samples remotely but is also supported by an Artificial Intelligence (AI) pipeline that accelerates the differential cell counting process and reduces interobserver variability. It has been designed to integrate AI algorithms with the daily clinical routine and can be used in any regular hospital workflow.

Craniosynostosis in molecularly diagnosed Kabuki syndrome: Prevalence and clinical implications.

Kabuki syndrome (KS) is characterized by growth impairment, psychomotor delay, congenital heart disease, and distinctive facial features. KMT2D and KDM6A have been identified as the causative genes of KS. Craniosynostosis (CS) has been reported in individuals with KS; however, its prevalence and clinical implications remain unclear. In this retrospective study, we investigated the occurrence of CS in individuals with genetically diagnosed KS and examined its clinical significance. Among 42 individuals with genetically diagnosed KS, 21 (50%) exhibited CS, with 10 individuals requiring cranioplasty. No significant differences were observed based on sex, causative gene, and molecular consequence among individuals with KS who exhibited CS. Both individuals who underwent evaluation with three-dimensional computed tomography (3DCT) and those who required surgery tended to exhibit cranial dysmorphology. Notably, in several individuals, CS was diagnosed before KS, suggesting that CS could be one of the clinical features by which clinicians can diagnose KS. This study highlights that CS is one of the noteworthy complications in KS, emphasizing the importance of monitoring cranial deformities in the health management of individuals with KS. The findings suggest that in individuals where CS is a concern, conducting 3DCT evaluations for CS and digital impressions are crucial.

Psychological toxicity in classical hematology.

Although considered "benign," mild blood count abnormalities, genetic factors imparting inconsequential thrombotic risk, and low-risk premalignant blood disorders can have significant psychological and financial impact on our patients. Several studies have demonstrated that patients with noncancerous conditions have increased levels of anxiety with distress similar to those with malignancy. Additionally, referral to a classical hematologist can be a daunting process for many patients due to uncertainties surrounding the reason for referral or misconstrued beliefs in a cancer diagnosis ascribed to the pairing of oncology and hematology in medical practice. If not properly triaged, incidental laboratory abnormalities can trigger extensive and costly evaluation. These challenges are compounded by a lack of consensus guidance and generalizability of modern reference ranges that do not adequately account for common influencing factors. Although often benign, incidental hematologic findings can lead to emotional suffering and careful consideration of the potential psychological and financial duress imparted to an individual must be considered. In this article, we will review the current literature describing the psychological effect of some commonly known hematologic conditions, identify benign causes for variations in hematologic laboratory values, and provide recommendations to reduce psychological toxicity as it pertains to hematologic testing.

Unmasking the challenges of Kabuki syndrome in adulthood: A case series.

Kabuki syndrome is a recognizable Mendelian disorder characterized by the clinical constellation of childhood hypotonia, developmental delay or intellectual impairment, and characteristic dysmorphism resulting from monoallelic pathogenic variants in KMT2D or KDM6A. In the medical literature, most reported patients are children, and data is lacking on the natural history of the condition across the lifespan, with little known about adult-specific presentations and symptoms. Here, we report the results of a retrospective chart review of eight adult patients with Kabuki syndrome, seven of whom are molecularly confirmed. We use their trajectories to highlight the diagnostic challenges unique to an adult population, expand on neurodevelopmental/psychiatric phenotypes across the lifespan, and describe adult-onset medical complications, including a potential cancer risk and unusual and striking premature/accelerated aging phenotype.

Multicentric Castleman Disease and Concurrent Hematological Disorders: The Occurrence of Plasmacytoma and the Hypotheses Arising from Literature Review.

The concomitant presence of Castleman disease (CD) with other hematological pathology is an event described in the literature with increasing frequency, able to modify the diagnostic and curative approach in such patients. Very few studies in the literature describe the association of CD with concomitant neoplastic diseases; the most frequent are Kaposi's sarcomas (especially in HIV and human herpes virus-8-positive patients) and lymphoproliferative disorders, such as lymphomas. Instead, since the association with plasma cell diseases such as multiple myeloma and plasmacytoma is infrequent, there is a lack of literature. This manuscript aimed to revise the literature by describing a rare case of CD and plasmacytoma and attempting to explain the underlying triggering mechanisms.

Neoplastic bone marrow invasion:rapid exclusion of hematological disease by flow cytometric routine panels.

Multiparametric flow cytometry is an extensively used technique to assess the presence of different cellular populations in immunology and hematology. During routine immunophenotyping analysis, it is not uncommon to face cells of non-hemopoietic origin, negative for CD45 and other myeloid, megakaryocytic, B and T lineage antigens and positive for at least one antibody among CD56, CD117 and CD138. If cytology cannot identify cell origin, especially in cases of unclear interpretation, the contribution of multiparametric flow cytometry analysis can be crucial. We report 6 patients with a clinical suspicion of hematological disease in which multiparametric flow cytometry was extremely useful to quickly exclude blood disorders in order to initiate patients to the most appropriate diagnostic process.

[Congenital hyperinsulinism as a part of Kabuki syndrome].

Kabuki syndrome is a rare hereditary disease characterized by distinctive facial features, skeletal abnormalities, mental retardation, developmental delay, and anomalies in multiple organ systems development.Congenital hyperinsulinism is a rare manifestation of his Kabuki syndrome. However, early diagnosis is crucial to prevent neurological complications of hypoglycemia.There are 2 types of Kabuki Syndrome depending on severity of symptoms. Kabuki syndrome Type 1 is associated with heterozygous mutations in gene KMT2D. Kabuki syndrome Type 2 is inherited in an X-linked manner. It's associated with heterozygous mutations in gene KDM6A and characterized by more severe course of the disease.This paper presents 2 cases of children with congenital hyperinsulinism as the feature of Kabuki syndrome Type 1 and Type 2.

Systemic Presentation of Somatic TET2 Mutated B-Cell Lymphoma in a Child With Kabuki Syndrome and a Germline KMT2D Variant.

OBJECTIVES: Kabuki syndrome (KS) is a rare congenital malformation syndrome associated with germline KMT2D mutations. Recurrent somatic mutations in KMT2D have frequently been observed in B-cell lymphoma, but limited studies are available that evaluate the genetic landscape of B-cell lymphomas in the setting of KS. METHODS: We describe a unique case of B-cell lymphoma that illustrates histologic features of pediatric-type follicular lymphoma (FL) in a young patient with KS and autoimmune disease who showed a systemic presentation of widespread lymphadenopathy and clonal lymphocytosis. RESULTS: We present the first reported case of a young patient with KS harboring a germline KMT2D variant and presenting with a systemic CD10-positive, BCL2-negative B-cell lymphoma of follicle center origin illustrating histologic features of pediatric-type FL. Targeted next-generation sequencing of the B-cell lymphoma showed somatic TET2 and subclonal CXCR4 variants. These findings suggest that abnormal epigenetic regulation caused by alterations in KMT2D and TET2 may have played critical roles in promoting lymphomagenesis in this patient. CONCLUSIONS: This unique case presentation highlights the importance of close clinical monitoring and the value of clinical context in the diagnosis of pediatric FL-like lesions in patients with KS.

Hematological hypereosinophilia / Hyperéosinophilies hématologiques

Introduction: Hematological disorders are the third cause of hypereosinophilia, after allergic and parasitic disease. The objective of our study is to show the epidemiological, clinical, biological and therapeutic characteristics of hematological hypereosinophilia. Patients and methods: This is a retrospective study over a 4-year period (March 2017-March 2021) concerning 14 patients with hematological hypereosinophilia. Results: Fourteen patients were included (9 women and 5 men). The median age at diagnosis was 55 years. Hematological hypereosinophilia was mainly of clonal etiology. Clinical manifestations were either specific to hypereosinophilia, such as organ damage, or related to the etiology of hypereosinophilia, such as hepato-splenomegaly and lymphadenopathy. Moderate and severe forms were the most commonly reported. Several other quantitative and qualitative abnormalities of the blood picture were reported. Identification of the FIP1L1-PDGFRA fusion gene by molecular biology (RT-PCR) was positive in two patients. Imatinib was the main treatment for clonal forms. Conclusion: Hematological hypereosinophilia is a rare and complex pathology. Our study has confirmed this epidemiological, clinical, biological and therapeutic heterogeneity and has enabled us to realize the contribution of molecular biology in the diagnosis and the treatment of hypereosinophilia.

Introduction: Les affections hématologiques représentent la troisième cause des hyper éosinophilies. L'objectif de notre travail est d'étudier les caractéristiques épidémiologiques, étiologiques, cliniques, biologiques et thérapeutiques des hyperéosinophilies hématologiques. Patients et méthodes: Il s'agit d'une étude rétrospective menée sur une période de 4 années (mars 2017-mars 2021). Cette étude a colligé 14 patients atteints d'hyperéosinophilie hématologique. Résultats: Quatorze patients ont été inclus (9 femmes et 5 hommes). L'âge médian au moment du diagnostic était de 55 ans. L'hyperéosinophilie hématologique était principalement d'étiologie clonale. Les manifestations cliniques étaient soit spécifiques à l'hyperéosinophilie telles que les atteintes d'organes, soit liées à l'étiologie de l'hyperéosinophilie telles que l'hépato-splénomégalie et les adénopathies. Les formes modérées et sévères étaient les plus fréquemment rapportées. Plusieurs autres anomalies quantitatives et qualitatives de l'hémogramme ont été rapportées. L'identification du gène de fusion FIP1L1-PDGFRA par biologie moléculaire (RT-PCR) était positive chez deux patients. L'imatinib était le traitement de choix des formes clonales. Conclusion: L'hyperéosinophilie hématologique est une pathologie rare et complexe. Notre étude a permis de confirmer cette hétérogénéité épidémiologique, étiologique, clinique, biologique et thérapeutique et de montrer l'apport de la biologie moléculaire dans le diagnostic et le traitement de cette pathologie.

Oral candidiasis in patients with haematological diseases: Diagnosis through clinical and cytopathological examinations.

OBJECTIVE: This study is the first to analyse the prevalence of oral candidiasis in onco-haematological patients by physical and oral cytopathological examinations. METHODS: This is a cross-sectional and observational study with a retrospective sample composed of participants hospitalised in the haematology clinic, who were diagnosed with haematological diseases. All participants received an oral mucosal examination and scraping from oral mucosa. RESULTS: Of the 62 participants, 56.5% were male and 82.3% were white, with mean age of 57 years. Lymphoma was the most common haematological disease (24.2%). In total, 48.4% of the sample was diagnosed with oral candidiasis. Of the participants with oral candidiasis, 13 (21.0%) had a clinical diagnosis. Cytopathological analysis revealed 17 more (27.4%) cases without oral lesions indicative of candidiasis. Erythematous candidiasis (P = 0.02), pseudomembranous candidiasis (P < 0.001), clinical candidiasis (P < 0.001), fibrous hyperplasia (P = 0.032), and coated tongue (P = 0.012) showed a correlation with a candidiasis cytopathological diagnosis. CONCLUSIONS: Oral candidiasis is common among patients with haematological disease, and the cytopathological examination proved to be a useful tool, confirming clinical diagnosis of candidiasis and identifying subclinical cases. These data are of great relevance considering the possible complications that these patients may develop, such as longer hospitalisations, worsening of the general condition or even death due to candidemia.

Hematological disorders in children with Down syndrome.

INTRODUCTION: Hematological abnormalities are common in children with down syndrome (DS), mainly during childhood. AREAS COVERED: DS newborns can develop hematological benign conditions that resolve spontaneously within 1 -2 months. However, about 10% of them can present transient abnormal myelopoiesis (TAM), characterized by the presence of circulating blasts. About 80% of DS neonates with TAM undergo spontaneous resolution of both clinical and laboratory abnormalities within 3-6 months after birth. However, some newborns with TAM may develop acute myeloid leukemia associated with DS (ML-DS), usually after an interval without signs of leukemia. GATA1 mutations are stable molecular markers that may monitor the presence of minimal residual disease (MRD) after TAM resolution. Moreover, DS children have a 10-20-fold increased risk of developing acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML). The predisposition to develop leukemia occurs both in children with complete trisomy 21 and in those with mosaic trisomy, suggesting an important role of chromosome 21 in leukemogenesis. EXPERT OPINION: In contrast to the excellent prognosis of ML-DS obtained likewise with low doses of chemotherapy, DS-ALL patients show worse outcomes than non-DS children, therefore advances and risk-stratified treatment adjustments are mandatory for this particular set of patients.

History taking in patients with suspected haematological disease.

This is the first article in a two-part series. The fundamental skill of advanced nursing practice is the ability to undertake concise history taking and examinations to aid differential diagnosis and appropriate referral to specialist services. This article aims to discuss and highlight specific consultation questions and required clinical assessments of a patient with a potential haematological diagnosis. The complexity of a haematological diagnosis may be become clear with the exploration of constitutional symptoms, which include fever, drenching night sweats, loss of appetite or weight. The rapidity of onset of symptoms is pivotal to diagnosis and may influence speed of referral, if required, to specialist haematology teams. Physical symptoms may include shortness of breath, easy bruising, fatigue or palpable enlarged lymph glands. The relevance of these symptoms and what consitutes a haematological emergency will be explored. This article will discuss clinical findings pertinent to haematological diseases, when it is appropriate to refer to specialist haematological services and current national guidance. The second article in this series will examine how critical thinking aids in the diagnosis of blood disorders.

Feasibility of a Pilot Home Phlebotomy Program for Pediatric Hematology/Oncology Patients During the COVID-19 Pandemic.

Medical care during the Coronavirus 2019 global pandemic required significant shifts in health care delivery systems. Telehealth was widely deployed but was of limited utility for patient populations who rely heavily on laboratory monitoring. This includes pediatric hematology and oncology patients. We report on the feasibility and successful implementation of a home phlebotomy program that has minimized disruption in care for this high-risk patient population. During the initial months of the COVID-19 outbreak, we completed 189 home phlebotomy visits for pediatric hematology and oncology patients. Patient and staff satisfaction with the program were high, and potential exposures to COVID were avoided.

[HHV-8 Related immunological and hematological diseases]. / Maladies immunologiques et hématologiques liées à HHV-8.

HHV-8 is an oncogenic Gammaherpesvirinae discovered in 1994 during the HIV pandemic. It is the causative agent of Kaposi's sarcoma, and is also associated with the occurrence of several aggressive B lymphoproliferative disorders. Most of them occur in an immunosuppression setting, usually due to HIV infection. Multicentric HHV8-associated Castleman's disease and KSHV Inflammatory Cytokine Syndrome (KICS) are primarily reactive entities with prominent systemic features. They illustrate the cytokinic storm induced by HHV-8 in its cell host. On the other hand, HHV-8 can drive proliferation and lymphomagenesis of its plasmablastic cell host, and is associated with a risk to develop aggressive lymphomas with plasmacytic differenciation. Primary effusion lymphoma usually localizes in body cavities and may affect other extra-nodal sites ; its prognostic is poor. Diffuse large B-cell lymphoma HHV-8, NOS affect more commonly nodes and blood and evolve from infected cell of HHV-8 associated Castleman disease. On the contrary, germinotropic lymphoproliferative disorders presents mainly as localized adenopathy with indolent course, and show polyclonality. Histology plays a key role in distinguishing these different entities and need expert reviewing, especially since they may be associated with each other. Besides lymphoproliferative disorders, HHV8 is associated with various hematological manifestations. The aim of this review is to provide an update on the presentation, diagnosis, and management of immunologic and hematologic complications associated with HHV-8.

Nonlymphoid Hematopoietic Diseases Presenting in Bone, Soft Tissue, and Other Extranodal Sites.

CONTEXT.­: Although rare in everyday practice, the initial presentation of hematopoietic neoplasms other than lymphoma in the musculoskeletal system and other extranodal sites can generate challenging diagnostic problems for surgical pathologists. OBJECTIVE.­: To review the morphologic and immunophenotypic features of various nonlymphoid hematopoietic diseases presenting at extranodal sites, with emphasis on the inherent diagnostic pitfalls and differential diagnoses of these entities to aid surgical pathologists in their accurate recognition. DATA SOURCES.­: Cases reviewed herein represent both in-house and consult cases seen at our institution between 2010 and 2021. CONCLUSIONS.­: Entities that present in this way include myeloid neoplasms and histiocytic/dendritic cell neoplasms. These tumors commonly cause nonspecific symptoms, and their histologic appearance can overlap with a variety of benign neoplasms and reactive processes. This can lead to delay in diagnosis and intervention with potentially lifesaving therapy; thus, accurate and expedient recognition is of paramount importance.

Hematologic Dysfunction Criteria in Critically Ill Children: The PODIUM Consensus Conference.

CONTEXT: Studies of organ dysfunction in children are limited by a lack of consensus around organ dysfunction criteria. OBJECTIVES: To derive evidence-informed, consensus-based criteria for hematologic dysfunction in critically ill children. DATA SOURCES: Data sources included PubMed and Embase from January 1992 to January 2020. STUDY SELECTION: Studies were included if they evaluated assessment/scoring tools to screen for hematologic dysfunction and assessed outcomes of mortality, functional status, organ-specific outcomes, or other patient-centered outcomes. Studies of adults or premature infants, animal studies, reviews/commentaries, small case series, and non-English language studies with inability to determine eligibility were excluded. DATA EXTRACTION: Data were abstracted from each eligible study into a standard data extraction form along with risk of bias assessment. RESULTS: Twenty-nine studies were included. The systematic review supports the following criteria for hematologic dysfunction: thrombocytopenia (platelet count <100000 cells/µL in patients without hematologic or oncologic diagnosis, platelet count <30000 cells/µL in patients with hematologic or oncologic diagnoses, or platelet count decreased ≥50% from baseline; or leukocyte count <3000 cells/µL; or hemoglobin concentration between 5 and 7 g/dL (nonsevere) or <5 g/dL (severe). LIMITATIONS: Most studies evaluated pre-specified thresholds of cytopenias. No studies addressed associations between the etiology or progression of cytopenias overtime with outcomes, and no studies evaluated cellular function. CONCLUSIONS: Hematologic dysfunction, as defined by cytopenia, is a risk factor for poor outcome in critically ill children, although specific threshold values associated with increased mortality are poorly defined by the current literature.

Biallelic ZNFX1 variants are associated with a spectrum of immuno-hematological abnormalities.

Biallelic changes in the ZNFX1 gene have been recently reported to cause severe familial immunodeficiency. Through a search of our bio/databank with information from genetic testing of >55 000 individuals, we identified nine additional patients from seven families with six novel homozygous ZNFX1 variants. Consistent with the previously described phenotype, our patients suffered from monocytosis, thrombocytopenia, hepatosplenomegaly, recurrent infections, and lymphadenopathy. The two most severely affected probands also had renal involvement and clinical presentations compatible with hemophagocytic lymphohistiocytosis. The disease was less lethal among our patients than previously reported. We identified two missense changes, two variants predicted to result in complete protein loss through nonsense-mediated decay, and two frameshift changes that likely introduce a truncation. Our findings (i) independently confirm the role of ZNFX1 in primary genetic immunodeficiency, (ii) expand the genetic and clinical spectrum of ZNFX1-related disease, and (iii) illustrate the utility of large, well-curated, and continually updated genotype-phenotype databases in resolving molecular diagnoses of patients with initially negative genetic testing findings.

Highly accurate differentiation of bone marrow cell morphologies using deep neural networks on a large image data set.

Biomedical applications of deep learning algorithms rely on large expert annotated data sets. The classification of bone marrow (BM) cell cytomorphology, an important cornerstone of hematological diagnosis, is still done manually thousands of times every day because of a lack of data sets and trained models. We applied convolutional neural networks (CNNs) to a large data set of 171 374 microscopic cytological images taken from BM smears from 945 patients diagnosed with a variety of hematological diseases. The data set is the largest expert-annotated pool of BM cytology images available in the literature. It allows us to train high-quality classifiers of leukocyte cytomorphology that identify a wide range of diagnostically relevant cell species with high precision and recall. Our CNNs outcompete previous feature-based approaches and provide a proof-of-concept for the classification problem of single BM cells. This study is a step toward automated evaluation of BM cell morphology using state-of-the-art image-classification algorithms. The underlying data set represents an educational resource, as well as a reference for future artificial intelligence-based approaches to BM cytomorphology.

Pleural effusion aetiology, presentation, treatment and outcome in haematological diseases: a review.

BACKGROUND AND AIM: Pleural effusions (PE) can complicate the course of hematologic disorders (HD) and may arise in the form of malignant PE or as a consequence of non-neoplastic complications. While a certain amount of data has been published regarding infectious and iatrogenic HD-associated PE (HPE), no comprehensive review regarding the other types of HPE has ever been conducted. To address this issue, we performed a systematic review of the literature regarding HPE, focusing on the clinical and chemical characteristics of PE, therapeutic approaches and ì outcomes at the one-year follow-up. METHODS: We conducted our review according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS: Overall, 283 manuscripts and 1216 cases were included. In summary, PE frequently signals an underlying HD, especially Hodgkin's lymphoma and IgG4-related disease; it mainly consists of exudate, although chylothorax is diagnosed in some cases. Although cytological examination has a discrete diagnostic yield, it is generally insufficient to render a definitive diagnosis; pleural biopsy remains an important diagnostic means in such cases. Invasive diagnostic procedures are not frequently performed because of an increased risk of haemorrhagic complications. The majority of PE are resolved by means of systemic therapy. When local treatments are attempted, the most frequently adopted procedures are evacuative thoracentesis and indwelling chest tube placement Conclusions: This review highlights the need for well-designed prospective studies comparing diagnostic means and therapeutic interventions for HPE to increase the quality of available data.  (www.actabiomedica.it).

Silica-Coated Iron Oxide Nanoparticles for DNA Isolation for Molecular Genetic Studies in Hematology.

Aim: To develop magnetic nanoparticles (MNPs) based on iron oxide for DNA isolation from blood cells for quantitative molecular genetic analyses of the V617F mutation in the Januskinase 2 (JAK2) gene. Materials and Methods: MNPs were synthesized by the coprecipitation method and coated with tetraethyl orthosilicate (TEOS). The size and shape of the complexes were estimated using transmission electron microscopy. Twenty blood samples from patients with myeloproliferative disorders were used for DNA isolation with the MNPs. DNA quality and compatibility for molecular genetic studies of the JAK2 V617F mutation were investigated by gel electrophoresis and real-time polymerase chain reaction (RT-PCR). Results: The average amount of DNA isolated from 150 µL of whole blood was 75.2 ng when MNPs were used and 72.5 ng when standard silica sorbent was used. There was no DNA damage observed after interaction with MNPs. RT-PCR demonstrated similar values for the JAK2 V617F mutant DNA ratios in the samples after DNA isolation with MNPs and by standard sorption on silica. Conclusions: MNPs with silicate capsules of sufficient thickness were obtained and the undesirable damaging effect of iron oxides on nucleic acids during isolation from cells were eliminated. Designed MNPs allow obtaining intact DNA for molecular genetic studies using the example of the JAK2 V617F for study.