50 research outputs found
Rapid and Deep Remission Induced by Blinatumomab for CD19-Positive Chronic Myeloid Leukemia in Lymphoid Blast Phase
In summary, we show rapid and deep remission induced by blinatumomab in CD19(+) blast phase CML. Clinicians may consider the use of bispecific T-cell engager therapy as a bridge to transplant. Additional studies are needed before expanding the US Food and Drug Administration indication of blinatumomab to include lymphoid blast phase CML
A deep learning diagnostic platform for diffuse large B-cell lymphoma with high accuracy across multiple hospitals
Diagnostic histopathology is a gold standard for diagnosing hematopoietic malignancies. Pathologic diagnosis requires labor-intensive reading of a large number of tissue slides with high diagnostic accuracy equal or close to 100 percent to guide treatment options, but this requirement is difficult to meet. Although artificial intelligence (AI) helps to reduce the labor of reading pathologic slides, diagnostic accuracy has not reached a clinically usable level. Establishment of an AI model often demands big datasets and an ability to handle large variations in sample preparation and image collection. Here, we establish a highly accurate deep learning platform, consisting of multiple convolutional neural networks, to classify pathologic images by using smaller datasets. We analyze human diffuse large B-cell lymphoma (DLBCL) and non-DLBCL pathologic images from three hospitals separately using AI models, and obtain a diagnostic rate of close to 100 percent (100% for hospital A, 99.71% for hospital B and 100% for hospital C). The technical variability introduced by slide preparation and image collection reduces AI model performance in cross-hospital tests, but the 100% diagnostic accuracy is maintained after its elimination. It is now clinically practical to utilize deep learning models for diagnosis of DLBCL and ultimately other human hematopoietic malignancies
Outcomes After Stereotactic Body Radiation Therapy as a Bridging Modality to Liver Transplantation for Hepatocellular Carcinoma
Purpose: For patients with hepatocellular carcinoma awaiting liver transplantation (LT), stereotactic body radiation therapy (SBRT) has emerged as a bridging treatment to ensure patients maintain priority status and eligibility per Milan criteria. In this study, we aimed to determine the efficacy and safety of SBRT in such situations.
Methods and Materials: A retrospective analysis was conducted of the outcomes of 27 patients treated with SBRT who were listed for LT at 1 institution. Among these, 20 patients with 26 tumors went on to LT and were the focus of this study. Operative reports and postoperative charts were evaluated for potential radiation-related complications. The explant pathology findings were correlated with equivalent dose in 2 Gy fractions and tumor size.
Results: Median pretreatment tumor size was 3.05 cm. Median total dose of radiation was 50 Gy delivered in 5 fractions. Pathologic complete response (pCR) was achieved in 16 tumors (62%). Median interval from end of SBRT to transplant was 287 days. Of the 21 tumors imaged before transplant, 16 or 76% demonstrated a clinical complete response based on modified Response Evaluation Criteria in Solid Tumors criteria. There was no significant correlation between pCR rate and increasing tumor size (odds ratio [OR], 0.95; 95% confidence interval, 0.595-1.53) or pCR rate and equivalent dose in 2 Gy fractions (OR, 1.03; 95% confidence interval, 0.984-1.07.) No patients experienced radiation-related operative or postoperative complications. Of the 27 patients who were listed for transplant, the dropout rate was 22%. Two of the 5 patients with Child-Pugh score 10 died of liver failure.
Conclusions: These data demonstrate that SBRT as a bridging modality is a feasible option, with a pCR rate comparable to that of other bridging modalities and no additional radiation-related operative or postoperative complications. There was no dose dependence nor size dependence for pCR rate, which may indicate that for the tumor sizes in this study, the radiation doses delivered were sufficiently high
The immunophenotypic spectrum of primary mediastinal large Bâcell lymphoma reveals prognostic biomarkers associated with outcome
Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/134201/1/ajh24485.pdfhttp://deepblue.lib.umich.edu/bitstream/2027.42/134201/2/ajh24485_am.pd
Stereotactic Body Radiation Therapy for Hepatocellular Carcinoma in Patients With Child-Pugh B or C Cirrhosis
Purpose: Our purpose was to report outcomes in patients with Child-Pugh B or C (CP B/C) hepatocellular carcinoma (HCC) treated with stereotactic body radiation therapy (SBRT).
Methods and Materials: Patients with HCC suitable for SBRT were prospectively enrolled in the study from 2012 to 2018. Outcomes in patients with CP B/C were analyzed. Cox proportional hazard models were used to compare survival outcomes between baseline CP score and post-SBRT CP score.
Results: Twenty-three patients with CP B/C with a total of 29 HCC tumors were treated with SBRT. Eighty-seven percent of patients were CP B8-C10. Median tumor size was 3.1 cm (range, 1-10 cm). Median dose delivered was 40 Gy in a median of 5 fractions. Eighteen of 23 patients (78.3%) had been previously treated with transarterial chemoembolization. Median follow-up was 14.5 months. Rates of 6- and 12-month local control were 100% and 92.3%, respectively. Six- and 12-month survival rates were 73.9% and 56.5%, respectively. Median survival was 14.5 months overall and 9.2, 22.5, 14.5, and 14.4 months for patients with CP B7, B8, B9, and C10, respectively. No patients exhibited symptoms of classic radiation-induced liver disease. However, 10 patients had CP score progression, with 4 patients (17%) having a \u3e /=2-point increase in CP score by 6 months (or time of censor). There were 7 liver-related deaths, and based on independent review by a hepatologist, 1 of these deaths may have been attributable to SBRT-related liver injury. Fifteen of 23 patients were listed for liver transplant (LT) at the time of SBRT and 9 went on to receive LT with a pathologic complete response rate of 63.6%. Median survival, excluding patients who received LT, was 7.3 months.
Conclusions: SBRT is a reasonable treatment option for carefully selected patients with CP B7-C10. In our small cohort, there was no detectable difference between local control or overall survival and baseline CP score
CYLD mutation characterizes a subset of HPV-positive head and neck squamous cell carcinomas with distinctive genomics and frequent cylindroma-like histologic features
Mutations in the tumor suppressor CYLD, known to be causative of cylindromas, were recently described in a subset of high-risk (hr) HPV-positive head and neck squamous cell carcinomas (HNSCC). Pathologic and genetic characterization of these CYLD-mutant carcinomas, however, remains limited. Here, we investigated whether CYLD mutations characterize a histopathologically and genomically distinct subset of hrHPV-positive HNSCC. Comprehensive genomic profiling via hybrid capture-based DNA sequencing was performed on 703 consecutive head and neck carcinomas with hrHPV sequences, identifying 148 unique cases (21%) harboring CYLD mutations. Clinical data, pathology reports, and histopathology were reviewed. CYLD mutations included homozygous deletions (n = 61/148; 41%), truncations (n = 52; 35%), missense (n = 26; 18%) and splice-site (n = 9; 6%) mutations, and in-frame deletion (n = 1; 1%). Among hrHPV-positive HNSCC, the CYLD-mutant cohort showed substantially lower tumor mutational burden than CYLD-wildtype cases (n = 555) (median 2.6 vs. 4.4 mut/Mb, p \u3c 0.00001) and less frequent alterations in PIK3CA (11% vs. 34%, p \u3c 0.0001), KMT2D (1% vs. 16%, p \u3c 0.0001), and FBXW7 (3% vs. 11%, p = 0.0018). Male predominance (94% vs. 87%), median age (58 vs. 60 years), and detection of HPV16 (95% vs. 89%) were similar. On available histopathology, 70% of CYLD-mutant HNSCC (98/141 cases) contained hyalinized material, consistent with basement membrane inclusions, within crowded aggregates of tumor cells. Only 7% of CYLD-wildtype cases demonstrated this distinctive pattern (p \u3c 0.0001). Histopathologic patterns of CYLD-mutant HNSCC lacking basement membrane inclusions included nonkeratinizing (n = 22, 16%), predominantly nonkeratinizing (nonkeratinizing SCC with focal maturation; n = 10, 7%), and keratinizing (n = 11, 8%) patterns. The latter two groups showed significantly higher frequency of PTEN alterations compared with other CYLD-mutant cases (38% [8/21] vs. 7% [8/120], p = 0.0004). Within our cohort of hrHPV-positive HNSCCs, CYLD mutations were frequent (21%) and demonstrated distinctive clinical, histopathologic, and genomic features that may inform future study of prognosis and treatment
Metformin for treatment of cytopenias in children and young adults with Fanconi anemia
Fanconi anemia (FA), a genetic DNA repair disorder characterized by marrow failure and cancer susceptibility. In FA mice, metformin improves blood counts and delays tumor development. We conducted a single institution study of metformin in nondiabetic patients with FA to determine feasibility and tolerability of metformin treatment and to assess for improvement in blood counts. Fourteen of 15 patients with at least 1 cytopenia (hemoglobin < 10 g/dL; platelet count < 100 000 cells/”L; or an absolute neutrophil count < 1000 cells/”L) were eligible to receive metformin for 6 months. Median patient age was 9.4 years (range 6.0-26.5). Thirteen of 14 subjects (93%) tolerated maximal dosing for age; 1 subject had dose reduction for grade 2 gastrointestinal symptoms. No subjects developed hypoglycemia or metabolic acidosis. No subjects had dose interruptions caused by toxicity, and no grade 3 or higher adverse events attributed to metformin were observed. Hematologic response based on modified Myelodysplastic Syndrome International Working Group criteria was observed in 4 of 13 evaluable patients (30.8%; 90% confidence interval, 11.3-57.3). Median time to response was 84.5 days (range 71-128 days). Responses were noted in neutrophils (n = 3), platelets (n = 1), and red blood cells (n = 1). No subjects met criteria for disease progression or relapse during treatment. Correlative studies explored potential mechanisms of metformin activity in FA. Plasma proteomics showed reduction in inflammatory pathways with metformin. Metformin is safe and tolerable in nondiabetic patients with FA and may provide therapeutic benefit. This trial was registered at as #NCT03398824
Molecular Evaluations of Interaction Between Host and Mucosal Microbiota in Culture Salmonids
The biggest hurdles to the environmentally and economically sustainable aquaculture production of finfish involve issues related to disease and nutrition. Mucosal tissues and their associated commensal microbiota lie at the interface between animal and environment and are known to play an integral role in both nutrition and immunity, yet their interactions have been poorly studied in fish. As such, the aim of the work presented here was to utilize high- throughput molecular methods to provide a comprehensive and resolute characterization of salmonid mucosal tissues and their bacterial microbiota in response to multiple sources of variation, which are commonly encountered in an aquaculture setting (i.e. host genetics, mucosal tissue, developmental stage, diet, viral and bacterial disease, and stage of infection). In the first study, it was shown that Atlantic salmon differentially regulated their gut, gill, and skin microbiota, irrelevant of dietary functional feed treatments, and differences in key host regulatory immune genes across tissue showed high correlation with bacterial microbiota communities (Procrustes, correlation = 0.818, p †0.001). The functional capacity of microbiota showed adaptive differences in bacterial metabolism by tissues with increased fermentation and nutrient metabolism pathways detected in the gut and denitrification pathways being more abundant in microbiota of the gill, the primary site of excretion of endogenous ammonia in fish. Bacterial gene ontology was correlated with bacterial phylogenetic composition, but pathway level comparisons showed many bacterial pathways to be highly conserved across phylogeny. A second study was conducted to compare intestinal transcription and gut microbiota at critical early life stages (40 and 65 days post hatch) in a commercial strain of rainbow trout and a strain selectively bred for growth performance on a sustainable all plant-protein diet. Selected trout showed superior growth at early life stages and hundreds of genes and gut bacteria were identified as biomarkers of the select strain. As the first study to conduct high-throughput differential transcript usage (DTU) analysis on RNA sequencing data in an aquaculture species, results also highlighted some 74 intestinal genes that were expressed by different mRNA isoforms, depending on trout genetics and developmental stage. As in the first research chapter, the dynamics of gut microbiota communities across trout strains and ontogeny showed high congruency to that of transcriptome-wide intestinal gene expression profiles (Procrustes m2 = 0.19, correlation =0.9, p †0.001). In the final study, naïve individuals from these same strains of rainbow trout were challenged with virulent infectious hematopoietic necrosis virus (IHNV) or Flavobacterium psychrophilum, (Fp) viral and bacterial pathogens that cause severe epizootics in salmonids, often with high mortality rates. Samples were collected at early (4-5 days post challenge [dpc]) and late (20-21 dpc) timepoints to track the dynamics of serum immune response, intestinal transcription, and gut microbial ecology. The select stain showed superior resistance to the bacterial challenge compared to the commercial strain (70.4% vs 94.8% mortality), but not the viral challenge (51% vs. 52%). Serum lysozyme and alternative complement activity were generally higher in the select strain. Intestinal transcription data indicated that DTU is an advantageous molecular mechanism utilized by rainbow trout to cope with both viral and bacterial infections, as many of the isoforms involved in DTU were related to crucial functions involved in effective disease response. Gene expression data showed rather classical responses to infection, with some clear differences between trout genetics as well. The IHNV challenge led to an influx of opportunistic bacteria not traditionally observed in the fish gut, though the community was slightly stabilized by the late recovery stage of disease. In the Fp challenges, the pathogen was found to take over the gut bacterial communities and showed dominant abundance in the gut during early infections, despite not being thought of as a target tissue of the bacterium. However, by the late recovery stage, beneficial commensal bacteria began recolonizing the gut of challenged select strain survivors, as the communities began to more closely resemble uninfected controls. Together, these studies provide many novel data on host and microbiota responses in cultured salmonids. The insights presented here have valuable implications on continued efforts to improve mucosal vaccines, selective breeding of finfish, fish health management, pre- and probiotic development, as well as our basic understanding of host-microbiota- environment interactions, in general.doctoral, Ph.D., Natural Resources -- University of Idaho - College of Graduate Studies, 2020-1
Insights on the Intestinal Microbiome of Commercially Important Ictalurid Catfish
The intestinal microbiome (IM) or the community of commensal and pathogenic microbes that inhabit the intestinal tract of fish has long been of interest in aquaculture because of its hypothesized role in nutrient digestion and fish immunity. Artificial improvement to the IM of fish with pre- and probiotics has been shown to have benefits in some studies; however, the mechanisms behind these supplements are poorly understood because of a lack of knowledge on the basic structure of the IM of fish. The research described here aims to characterize the IM of the highly studied and commercially important Icatlurid catfish, channel catfish Ictalurus punctatus and blue catfish I. furcatus. In this study we evaluated differences between the homeostatic IM, across genotype (Objective 1) and developmental ontogeny (Objective 2), using high-throughput sequencing of 16S rRNA gene amplicons. We compared the IM of four selected strains of blue catfish and three selected strains of channel catfish at 193 days post-hatch (DPH) in Objective 1 (n = 40); while the influence of developmental ontogeny was evaluated by observing the IM of a single family of channel catfish at 3, 65, 125, and 193 DPH Objective 2 (n = 20). The bacterial phyla Fusobacteria, Firmicutes, and Proteobacteria were detected in all fish strains and developmental time points; however, at the genus level the abundances of different bacteria varied among experimental units, as well as being rather variable between individuals. At 3 DPH (n = 5) the IM of channel catfish sac-fry larvae showed the most variation between individuals; with bacteria from the genus Bradyrhizobium dominating the IM of two sac-fry (84% and 88%), and Flavobacterium, Lactobacillus, Comamonadaceae dominating the IM of the remaining three sac-fry analyzed (86%, 99%, and 97% respectively). The dominant bacteria in the gut of all other fish analyzed (n = 55), was Cetobacterium somerae (mean ± SD, 41.4% ± 36%), a commensal microbe that is known to produce vitamin B12. Statistical differences in the abundance of three different bacteria within the order Clostridiales (P †0.039) were detected in Objective 1, with more of these OTUs inhabiting the gut of channel catfish than that of blue catfish. Statistical differences in the abundance of Edwardsiella, a genus of bacteria known to cause disease in catfish, were detected across the two species of Ictalurid catfish in Objective 1 (P = 0.038), and across developmental ontogeny in Objective 2 (P = 0.021); however, these bacteria were detected at low abundance (0.002% - 0.004%). Comparisons of beta diversity showed significant differences between many strains of Ictalurids, with a highly significant difference between channel catfish and blue catfish (P = 0.001); however, few differences were detected when comparing beta diversity across the four time points over the first 193 DPH in Objective 2, with only 3 DPH and 125 DPH showing significant differences (P = 0.022). Overall these data suggest host-genotype, and to a lesser extent developmental ontogeny, influence the structure of the IM of Ictalurid catfish. As the first study to be conducted on the IM of these fish species, these results have performance implications on the culture of these commercially important catfish, while also enhancing our basic knowledge on the dynamics of the fish microbiome