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1.
Sci Transl Med ; 8(364): 364ra155, 2016 11 09.
Article in English | MEDLINE | ID: mdl-27831904

ABSTRACT

Patients with diffuse large B cell lymphoma (DLBCL) exhibit marked diversity in tumor behavior and outcomes, yet the identification of poor-risk groups remains challenging. In addition, the biology underlying these differences is incompletely understood. We hypothesized that characterization of mutational heterogeneity and genomic evolution using circulating tumor DNA (ctDNA) profiling could reveal molecular determinants of adverse outcomes. To address this hypothesis, we applied cancer personalized profiling by deep sequencing (CAPP-Seq) analysis to tumor biopsies and cell-free DNA samples from 92 lymphoma patients and 24 healthy subjects. At diagnosis, the amount of ctDNA was found to strongly correlate with clinical indices and was independently predictive of patient outcomes. We demonstrate that ctDNA genotyping can classify transcriptionally defined tumor subtypes, including DLBCL cell of origin, directly from plasma. By simultaneously tracking multiple somatic mutations in ctDNA, our approach outperformed immunoglobulin sequencing and radiographic imaging for the detection of minimal residual disease and facilitated noninvasive identification of emergent resistance mutations to targeted therapies. In addition, we identified distinct patterns of clonal evolution distinguishing indolent follicular lymphomas from those that transformed into DLBCL, allowing for potential noninvasive prediction of histological transformation. Collectively, our results demonstrate that ctDNA analysis reveals biological factors that underlie lymphoma clinical outcomes and could facilitate individualized therapy.


Subject(s)
Circulating Tumor DNA/genetics , Lymphoma, B-Cell/genetics , Lymphoma, Large B-Cell, Diffuse/genetics , Adult , Aged , Aged, 80 and over , Algorithms , Biomarkers, Tumor/blood , Biopsy , Cell-Free System , Female , Genotype , Humans , Immunoglobulins/chemistry , Lymphoma, B-Cell/blood , Lymphoma, Large B-Cell, Diffuse/blood , Male , Middle Aged , Mutation , Prognosis , Recurrence , Treatment Outcome
2.
Blood ; 125(24): 3679-87, 2015 Jun 11.
Article in English | MEDLINE | ID: mdl-25887775

ABSTRACT

Recent studies have shown limited utility of routine surveillance imaging for diffuse large B-cell lymphoma (DLBCL) patients achieving remission. Detection of molecular disease by immunoglobulin high-throughput sequencing (Ig-HTS) from peripheral blood provides an alternate strategy for surveillance. We prospectively evaluated the utility of Ig-HTS within 311 blood and 105 tumor samples from 75 patients with DLBCL, comparing Ig-HTS from the cellular (circulating leukocytes) and acellular (plasma cell-free DNA) compartments of peripheral blood to clinical outcomes and (18)fluoro-deoxyglucose positron emission tomography combined with computed tomography (PET/CT; n = 173). Clonotypic immunoglobulin rearrangements were detected in 83% of patients with adequate tumor samples to enable subsequent monitoring in peripheral blood. Molecular disease measured from plasma, compared with circulating leukocytes, was more abundant and better correlated with radiographic disease burden. Before treatment, molecular disease was detected in the plasma of 82% of patients compared with 71% in circulating cells (P = .68). However, molecular disease was detected significantly more frequently in the plasma at time of relapse (100% vs 30%; P = .001). Detection of molecular disease in the plasma often preceded PET/CT detection of relapse in patients initially achieving remission. During surveillance time points before relapse, plasma Ig-HTS demonstrated improved specificity (100% vs 56%, P < .0001) and similar sensitivity (31% vs 55%, P = .4) compared with PET/CT. Given its high specificity, Ig-HTS from plasma has potential clinical utility for surveillance after complete remission.


Subject(s)
Immunoglobulins/genetics , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/pathology , Female , High-Throughput Nucleotide Sequencing , Humans , Immunoglobulins/blood , L-Lactate Dehydrogenase/blood , Lymphoma, Large B-Cell, Diffuse/blood , Male , Middle Aged , Positron-Emission Tomography , Prospective Studies
3.
Am Surg ; 78(1): 57-60, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22273315

ABSTRACT

Timely correction of coagulopathy in patients with traumatic brain injury (TBI) improves mortality. Recombinant, activated factor VII (VIIa) has been identified as an effective method to correct coagulopathy in patients with TBI. We performed a retrospective study (January 1, 2008-December 31, 2009) of all patients with TBI and coagulopathy (international normalized ratio (INR) > 1.5) transferred to our Level I trauma center. Twenty-three patients with coagulopathy and TBI were transferred to our trauma center, 100 per cent sustained a fall, and 100 per cent were taking warfarin at the time of injury. Ten patients received VIIa to correct coagulopathy before transfer, whereas 13 did not. The purpose of this study was to compare outcomes in patients who received VIIa with those who did not. When comparing the VIIa group with the no-VIIa group there was no difference in age, gender, Glasgow Coma Scale score, injury severity score, transfer time, or INR at outlying facility. Both groups received one unit of plasma before arrival at our trauma center; patients in the VIIa group received a single 1.2 mg dose of VIIa at the outlying facility. Upon arrival to our trauma center the VIIa group had a lower INR (1.0 vs 3.0, P = 0.02) and lower mortality (0% vs 39%, P = 0.03). In coagulopathic patients with TBI presenting to outlying institutions with limited resources to quickly provide plasma, VIIa efficiently corrects coagulopathy before transfer to definitive care at the regional trauma center. More rapid correction of coagulopathy with VIIa in this patient population may improve mortality.


Subject(s)
Blood Coagulation Disorders/drug therapy , Brain Injuries/complications , Factor VIIa/therapeutic use , Trauma Centers , Aged , Blood Coagulation Disorders/etiology , Blood Coagulation Disorders/mortality , Brain Injuries/mortality , Chi-Square Distribution , Female , Glasgow Coma Scale , Humans , Injury Severity Score , International Normalized Ratio , Male , Patient Transfer , Recombinant Proteins/therapeutic use , Retrospective Studies , Treatment Outcome
5.
Carcinogenesis ; 30(6): 1058-63, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19380520

ABSTRACT

The cyclin-dependent kinase (Cdk) inhibitor p27(Kip1) (p27) is a marker of prognosis in many cancers, including breast cancer. Low p27 expression correlates with poor prognosis, especially in hormone receptor positive breast tumors. This association suggests a role for p27 in hormone-dependent cancer. We used the Wnt-1 transgenic mouse model to further explore the role of p27 in hormone-driven breast cancer. We found that p27 deficiency did not alter breast cancer rate in either male or female Wnt-1 mice. However, we did find p27-/- females had reduced levels of serum progesterone (P) and increased variability in estradiol (E), which could have affected their cancer susceptibility. To equalize hormone levels, an additional cohort of Wnt-1 female mice was ovariectomized and implanted with slow release pellets of E and P. Although this treatment did not alter the breast cancer rate, it did accelerate the development of pituitary and gastric tumors in p27-/- mice. This study shows that while not a significant inhibitor of Wnt-1-driven breast cancer, p27 inhibits gastric tumors, whose latency is modulated by sex steroids.


Subject(s)
Cyclin-Dependent Kinase Inhibitor p27/metabolism , Estradiol/blood , Mammary Neoplasms, Experimental/blood , Neoplasms, Hormone-Dependent/blood , Progesterone/metabolism , Wnt1 Protein/metabolism , Animals , Cyclin-Dependent Kinase Inhibitor p27/genetics , Estradiol/pharmacology , Female , Male , Mammary Neoplasms, Experimental/pathology , Mice , Mice, Knockout , Neoplasms, Hormone-Dependent/pathology , Ovariectomy , Pituitary Neoplasms/metabolism , Pituitary Neoplasms/pathology , Progesterone/pharmacology , Stomach Neoplasms/metabolism , Stomach Neoplasms/pathology , Wnt1 Protein/genetics
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