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1.
Blood Adv ; 5(24): 5612-5616, 2021 12 28.
Article in English | MEDLINE | ID: mdl-34581783

ABSTRACT

Rare hematologic malignancies display evidence of both myeloid and lymphoid differentiation. Here, we describe such a novel bilineal event discovered in an adult woman with B-lymphoblastic leukemia (BLL). At the time of BLL diagnosis, the patient had a normal karyotype and a bulk sequencing panel identified pathogenic variants in BCOR, EZH2, RUNX1, and U2AF1, a genotype more typical of myeloid neoplasia. Additionally, the patient was noted to have 3-year history of cytopenias, and morphologic dyspoiesis was noted on post-treatment samples, raising the possibility of an antecedent hematologic disorder. To investigate the clonal architecture of her disease, we performed targeted sequencing on fractionated samples enriched for either B-lymphoblasts or circulating granulocytes. These studies revealed a truncal founder mutation in the spliceosome gene U2AF1 in both fractions, while distinct secondary mutations were present only in B-lymphoblasts (BCOR, NRAS) or myeloid cells (ASXL1, EZH2, RUNX1). These results indicate that both processes evolved from a common U2AF1-mutated precursor, which then acquired additional mutations during a process of divergent evolution and bilineal differentiation. Our findings highlight an atypical mechanism of BLL leukemogenesis and demonstrate the potential utility of fractionated sequencing in the characterization of acute leukemia.


Subject(s)
Leukemia, Myeloid, Acute , Myeloproliferative Disorders , Adult , Clone Cells , Female , Humans , Leukemia, Myeloid, Acute/genetics , Mutation , Splicing Factor U2AF
3.
Radiology ; 294(2): 320-326, 2020 02.
Article in English | MEDLINE | ID: mdl-31845843

ABSTRACT

Background The Liver Imaging Reporting and Data System (LI-RADS) treatment response algorithm (TRA) is used to assess presumed hepatocellular carcinoma (HCC) after local-regional therapy, but its performance has not been extensively assessed. Purpose To assess the performance of LI-RADS version 2018 TRA in the evaluation of HCC after ablation. Materials and Methods In this retrospective study, patients who underwent ablation therapy for presumed HCC followed by liver transplantation between January 2011 and December 2015 at a single tertiary care center were identified. Lesions were categorized as completely (100%) or incompletely (≤99%) necrotic based on transplant histology. Three radiologists assessed pre- and posttreatment MRI findings using LI-RADS version 2018 and the TRA, respectively. Interreader agreement was assessed by using the Fleiss κ test. Performance characteristics for predicting necrosis category based on LI-RADS treatment response (LR-TR) category (viable or nonviable) were calculated by using generalized mixed-effects models to account for clustering by subject. Results A total of 36 patients (mean age, 58 years ± 5 [standard deviation]; 32 men) with 53 lesions was included. Interreader agreement for pretreatment LI-RADS category was 0.40 (95% confidence interval [CI]: 0.15, 0.67; P < .01) and was lower than the interreader agreement for TRA category (κ = 0.71; 95% CI: 0.59, 0.84; P < .01). After accounting for clustering by subject, sensitivity of tumor necrosis across readers ranged from 40% to 77%, and specificity ranged from 85% to 97% when LR-TR equivocal assessments were treated as nonviable. When LR-TR equivocal assessments were treated as viable, sensitivity of tumor necrosis across readers ranged from 81% to 87%, and specificity ranged from 81% to 85% across readers. Six (11%) of 53 treated lesions were LR-TR equivocal by consensus, with most (five of six) incompletely necrotic at histopathology. Conclusion The Liver Imaging Reporting and Data System treatment response algorithm can be used to predict viable or nonviable hepatocellular carcinoma after ablation. Most ablated lesions rated as treatment response equivocal were incompletely necrotic at histopathology. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Do and Mendiratta-Lala in this issue.


Subject(s)
Carcinoma, Hepatocellular/diagnostic imaging , Catheter Ablation/methods , Liver Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Radiology Information Systems , Aged , Algorithms , Carcinoma, Hepatocellular/surgery , Female , Humans , Liver/diagnostic imaging , Liver/surgery , Liver Neoplasms/surgery , Male , Retrospective Studies , Sensitivity and Specificity , Treatment Outcome
4.
Int J Surg Pathol ; 26(6): 564-568, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29560779

ABSTRACT

Benign cystic epithelial inclusions with squamous, glandular, or Müllerian phenotypes are known to occur in the axillary lymph nodes of patients with benign and malignant breast disease. Careful evaluation of hematoxylin and eosin-stained slides and correlation with the histologic findings in the ipsilateral breast are paramount in evaluation of suspected benign inclusions. In this case of ductal carcinoma in situ (DCIS) of the breast in a 73-year-old woman, DCIS also involved epithelial inclusions in an ipsilateral axillary lymph node. The recognition of these benign epithelial elements, and awareness that they can be involved by DCIS, is crucial to avoid the overdiagnosis of metastatic carcinoma.


Subject(s)
Breast Neoplasms/pathology , Breast/pathology , Carcinoma, Intraductal, Noninfiltrating/pathology , Inclusion Bodies/pathology , Lymph Nodes/pathology , Aged , Axilla , Biopsy , Breast/surgery , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging , Carcinoma, Intraductal, Noninfiltrating/surgery , Female , Humans , Lymph Nodes/surgery , Lymphatic Metastasis , Mammography , Mastectomy , Sentinel Lymph Node Biopsy
5.
Am J Respir Crit Care Med ; 197(1): 79-93, 2018 01 01.
Article in English | MEDLINE | ID: mdl-28853905

ABSTRACT

RATIONALE: The severity of cystic fibrosis (CF) lung disease varies widely, even for Phe508del homozygotes. Heritability studies show that more than 50% of the variability reflects non-cystic fibrosis transmembrane conductance regulator (CFTR) genetic variation; however, the full extent of the pertinent genetic variation is not known. OBJECTIVES: We sought to identify novel CF disease-modifying mechanisms using an integrated approach based on analyzing "in vivo" CF airway epithelial gene expression complemented with genome-wide association study (GWAS) data. METHODS: Nasal mucosal RNA from 134 patients with CF was used for RNA sequencing. We tested for associations of transcriptomic (gene expression) data with a quantitative phenotype of CF lung disease severity. Pathway analysis of CF GWAS data (n = 5,659 patients) was performed to identify novel pathways and assess the concordance of genomic and transcriptomic data. Association of gene expression with previously identified CF GWAS risk alleles was also tested. MEASUREMENTS AND MAIN RESULTS: Significant evidence of heritable gene expression was identified. Gene expression pathways relevant to airway mucosal host defense were significantly associated with CF lung disease severity, including viral infection, inflammation/inflammatory signaling, lipid metabolism, apoptosis, ion transport, Phe508del CFTR processing, and innate immune responses, including HLA (human leukocyte antigen) genes. Ion transport and CFTR processing pathways, as well as HLA genes, were identified across differential gene expression and GWAS signals. CONCLUSIONS: Transcriptomic analyses of CF airway epithelia, coupled to genomic (GWAS) analyses, highlight the role of heritable host defense variation in determining the pathophysiology of CF lung disease. The identification of these pathways provides opportunities to pursue targeted interventions to improve CF lung health.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cystic Fibrosis/genetics , Genetic Variation , Lung Diseases/genetics , RNA/genetics , Adolescent , Adult , Cohort Studies , Cystic Fibrosis/complications , Cystic Fibrosis/pathology , Disease Progression , Female , Gene Expression Profiling , Gene Expression Regulation , Genome-Wide Association Study , Genomics , Humans , Lung Diseases/etiology , Lung Diseases/pathology , Male , Nasal Mucosa/pathology , Prognosis , RNA/analysis , Risk Assessment , Severity of Illness Index , Young Adult
6.
Med Image Comput Comput Assist Interv ; 17(Pt 2): 308-15, 2014.
Article in English | MEDLINE | ID: mdl-25485393

ABSTRACT

Accurate segmentation of the hippocampus from infant MR brain images is a critical step for investigating early brain development. Unfortunately, the previous tools developed for adult hippocampus segmentation are not suitable for infant brain images acquired from the first year of life, which often have poor tissue contrast and variable structural patterns of early hippocampal development. From our point of view, the main problem is lack of discriminative and robust feature representations for distinguishing the hippocampus from the surrounding brain structures. Thus, instead of directly using the predefined features as popularly used in the conventional methods, we propose to learn the latent feature representations of infant MR brain images by unsupervised deep learning. Since deep learning paradigms can learn low-level features and then successfully build up more comprehensive high-level features in a layer-by-layer manner, such hierarchical feature representations can be more competitive for distinguishing the hippocampus from entire brain images. To this end, we apply Stacked Auto Encoder (SAE) to learn the deep feature representations from both T1- and T2-weighed MR images combining their complementary information, which is important for characterizing different development stages of infant brains after birth. Then, we present a sparse patch matching method for transferring hippocampus labels from multiple atlases to the new infant brain image, by using deep-learned feature representations to measure the interpatch similarity. Experimental results on 2-week-old to 9-month-old infant brain images show the effectiveness of the proposed method, especially compared to the state-of-the-art counterpart methods.


Subject(s)
Aging/pathology , Aging/physiology , Artificial Intelligence , Hippocampus/anatomy & histology , Hippocampus/growth & development , Magnetic Resonance Imaging/methods , Pattern Recognition, Automated/methods , Humans , Image Interpretation, Computer-Assisted/methods , Infant , Infant, Newborn , Reproducibility of Results , Sensitivity and Specificity
7.
Br J Haematol ; 150(3): 345-51, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20528871

ABSTRACT

A combination of 5 d of nelarabine (AraG) with 5 d of etoposide (VP) and cyclophosphamide (CPM) and prophylactic intrathecal chemotherapy was used as salvage therapy in seven children with refractory or relapsed T-cell leukaemia or lymphoma. The most common side effects attributable to the AraG included Grade 2 and 3 sensory and motor neuropathy and musculoskeletal pain. Haematological toxicity was greater for the combination than AraG alone, although median time to neutrophil and platelet recovery was consistent with other salvage therapies. All patients had some response to the combined therapy and five of the seven went into complete remission after one or two courses of AraG/VP/CPM. Our experience supports the safety of giving AraG as salvage therapy in synchrony with etoposide and cyclophosphamide, although neurological toxicity must be closely monitored.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Adolescent , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Arabinonucleosides/administration & dosage , Arabinonucleosides/adverse effects , Child , Child, Preschool , Cyclophosphamide/administration & dosage , Cyclophosphamide/adverse effects , Etoposide/administration & dosage , Etoposide/adverse effects , Female , Hematologic Diseases/chemically induced , Hematopoietic Stem Cell Transplantation , Humans , Male , Nervous System Diseases/chemically induced , Recurrence , Remission Induction/methods , Salvage Therapy/adverse effects , Salvage Therapy/methods , Treatment Outcome , Young Adult
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