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1.
J Thromb Thrombolysis ; 44(4): 442-447, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28884390

ABSTRACT

Venous thromboembolism (VTE) is a common complication of hematologic malignancies. Prolonged periods of thrombocytopenia are experienced universally by patients undergoing treatment for these diseases, yet data to guide management of anticoagulation in this setting are lacking. To obtain data on the management and outcomes of VTE in patients with thrombocytopenia related to the treatment of hematologic malignancies. This was an observational cohort study of patients experiencing VTE during periods of treatment-related thrombocytopenia over a 5-year period at the Fred Hutchinson Cancer Research Center. Medical records were reviewed for diagnostic, treatment and outcomes data, including bleeding events (categorized by WHO criteria) and progression or recurrence of VTE. Eighty-two patients meeting inclusion criteria were identified. Forty-eight percent were male and the median age was 55. Sixty-seven patients received anticoagulation, 88% of these were managed with transfusion support for a platelet goal of 50 × 109/L. Thirty-one patients experienced bleeding events, 22 of which were grade 2 and nine of which were grade 3/4. The median platelet count at the time of bleeding event was 54 × 109/L. Seven patients experienced progression of thrombosis and/or recurrence. Eleven patients experienced transfusion reactions and 30 experienced volume overload requiring diuretics or dialysis. While bleeding events were not uncommon, the majority of events were non-major/non-clinically relevant. Most bleeding events occurred while the platelet count was within the 'goal' range of ≥50 × 109/L, and many patients experienced transfusion related adverse events. Prospective studies are urgently needed to identify the optimal transfusion strategy for these patients.


Subject(s)
Thrombocytopenia/chemically induced , Thrombosis/etiology , Transfusion Reaction/etiology , Venous Thromboembolism/drug therapy , Acute Disease , Female , Hematologic Neoplasms/complications , Hemorrhage/chemically induced , Humans , Male , Middle Aged , Platelet Count , Recurrence , Thrombosis/pathology , Treatment Outcome
3.
Leukemia ; 31(9): 1855-1868, 2017 09.
Article in English | MEDLINE | ID: mdl-28607471

ABSTRACT

CD33 is variably expressed on leukemia blasts in almost all patients with acute myeloid leukemia (AML) and possibly leukemia stem cells in some. Efforts to target CD33 therapeutically have focused on gemtuzumab ozogamicin (GO; Mylotarg), an antibody-drug conjugate delivering a DNA-damaging calicheamicin derivative. GO is most effective in acute promyelocytic leukemia but induces remissions in other AML types and received accelerated approval in the US in 2000. However, because a large follow-up study showed no survival improvement and increased early deaths the drug manufacturer voluntarily withdrew the US New Drug Application in 2010. More recently, a meta-analysis of data from several trials reported better survival in adults with favorable- and intermediate-risk cytogenetics but not adverse-risk AML randomized to receive GO along with intensive induction chemotherapy. As a result, GO is being re-evaluated by regulatory agencies. Responses to GO are diverse and predictive biological response markers are needed. Besides cytogenetic risk, ATP-binding cassette transporter activity and possibly CD33 display on AML blasts may predict response, but established clinical assays and prospective validation are lacking. Single-nucleotide polymorphisms in CD33 may also be predictive, most notably rs12459419 where the minor T-allele leads to decreased display of full-length CD33 and preferential translation of a splice variant not recognized by GO. Data from retrospective analyses suggest only patients with the rs12459419 CC genotype may benefit from GO therapy but confirmation is needed. Most important may be markers for AML cell sensitivity to calicheamicin, which varies over 100 000-fold, but useful assays are unavailable. Novel CD33-targeted drugs may overcome some of GO's limitations but it is currently unknown whether such drugs will be more effective in patients benefitting from GO and/or improve outcomes in patients not benefitting from GO, and what the supportive care requirements will be to enable their safe use.


Subject(s)
Aminoglycosides/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Leukemia, Myeloid, Acute/drug therapy , Gemtuzumab , Genotype , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/mortality , Polymorphism, Single Nucleotide , Prognosis , Sialic Acid Binding Ig-like Lectin 3/drug effects
4.
Leukemia ; 31(12): 2560-2567, 2017 12.
Article in English | MEDLINE | ID: mdl-28555084

ABSTRACT

DNA methyltransferase inhibitors sensitize leukemia cells to chemotherapeutics. We therefore conducted a phase 1/2 study of mitoxantrone, etoposide and cytarabine following 'priming' with 5-10 days of decitabine (dec/MEC) in 52 adults (median age 55 (range: 19-72) years) with relapsed/refractory acute myeloid leukemia (AML) or other high-grade myeloid neoplasms. During dose escalation in cohorts of 6-12 patients, all dose levels were well tolerated. As response rates appeared similar with 7 and 10 days of decitabine, a 7-day course was defined as the recommended phase 2 dose (RP2D). Among 46 patients treated at/above the RP2D, 10 (22%) achieved a complete remission (CR), 8 without measurable residual disease; five additional patients achieved CR with incomplete platelet recovery, for an overall response rate of 33%. Seven patients (15%) died within 28 days of treatment initiation. Infection/neutropenic fever, nausea and mucositis were the most common adverse events. While the CR rate compared favorably to a matched historic control population (observed/expected CR ratio=1.77), CR rate and survival were similar to two contemporary salvage regimens used at our institution (G-CLAC (granulocyte colony-stimulating factor (G-CSF); clofarabine; cytarabine) and G-CLAM (G-CSF; cladribine; cytarabine; mitoxantrone)). Thus, while meeting the prespecified efficacy goal, we found no evidence that dec/MEC is substantially better than other cytarabine-based regimens currently used for relapsed/refractory AML.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Azacitidine/analogs & derivatives , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid/drug therapy , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Azacitidine/administration & dosage , Azacitidine/adverse effects , Azacitidine/therapeutic use , Biomarkers , Cytarabine , Decitabine , Drug Resistance, Neoplasm , Etoposide , Female , Humans , Leukemia, Myeloid, Acute/mortality , Male , Middle Aged , Mitoxantrone , Neoplasm Grading , Recurrence , Treatment Outcome , Young Adult
5.
Leukemia ; 31(7): 1482-1490, 2017 07.
Article in English | MEDLINE | ID: mdl-28386105

ABSTRACT

There is considerable interest in developing techniques to detect and/or quantify remaining leukaemia cells termed measurable or, less precisely, minimal residual disease (MRD) in persons with acute myeloid leukaemia (AML) in complete remission defined by cytomorphological criteria. An important reason for AML MRD-testing is the possibility of estimating the likelihood (and timing) of leukaemia relapse. A perfect MRD-test would precisely quantify leukaemia cells biologically able and likely to cause leukaemia relapse within a defined interval. AML is genetically diverse and there is currently no uniform approach to detecting such cells. Several technologies focused on immune phenotype or cytogenetic and/or molecular abnormalities have been developed, each with advantages and disadvantages. Many studies report a positive MRD-test at diverse time points during AML therapy identifies persons with a higher risk of leukaemia relapse compared with those with a negative MRD-test even after adjusting for other prognostic and predictive variables. No MRD-test in AML has perfect sensitivity and specificity for relapse prediction at the cohort- or subject levels and there are substantial rates of false-positive and -negative tests. Despite these limitations, correlations between MRD-test results and relapse risk have generated interest in MRD-test result-directed therapy interventions. However, convincing proof that a specific intervention will reduce relapse risk in persons with a positive MRD-test is lacking and needs testing in randomized trials. Routine clinical use of MRD-testing requires further refinements and standardization/harmonization of assay platforms and results reporting. Such data are needed to determine whether results of MRD-testing can be used as a surrogate end point in AML therapy trials. This could make drug-testing more efficient and accelerate regulatory approvals. Although MRD-testing in AML has advanced substantially, much remains to be done.


Subject(s)
Leukemia, Myeloid, Acute/diagnosis , Decision Making , Drug Discovery , Drug and Narcotic Control , Humans , Leukemia, Myeloid, Acute/drug therapy , Neoplasm, Residual/diagnosis , Recurrence
6.
Leukemia ; 31(11): 2347-2354, 2017 11.
Article in English | MEDLINE | ID: mdl-28322237

ABSTRACT

Therapy-related acute promyelocytic leukemia (t-APL) is relatively rare, with limited data on outcome after treatment with arsenic trioxide (ATO) compared to standard intensive chemotherapy (CTX). We evaluated 103 adult t-APL patients undergoing treatment with all-trans retinoic acid (ATRA) alone (n=7) or in combination with ATO (n=24), CTX (n=53), or both (n=19). Complete remissions were achieved after induction therapy in 57% with ATRA, 100% with ATO/ATRA, 78% with CTX/ATRA, and 95% with CTX/ATO/ATRA. Early death rates were 43% for ATRA, 0% for ATO/ATRA, 12% for CTX/ATRA and 5% for CTX/ATO/ATRA. Three patients relapsed, two developed therapy-related acute myeloid leukemia and 13 died in remission including seven patients with recurrence of the prior malignancy. Median follow-up for survival was 3.7 years. None of the patients treated with ATRA alone survived beyond one year. Event-free survival was significantly higher after ATO-based therapy (95%, 95% CI, 82-99%) as compared to CTX/ATRA (78%, 95% CI, 64-87%; P=0.042), if deaths due to recurrence of the prior malignancy were censored. The estimated 2-year overall survival in intensively treated patients was 88% (95% CI, 80-93%) without difference according to treatment (P=0.47). ATO when added to ATRA or CTX/ATRA is feasible and leads to better outcomes as compared to CTX/ATRA in t-APL.


Subject(s)
Arsenicals/therapeutic use , Leukemia, Promyelocytic, Acute/drug therapy , Neoplasms, Second Primary/drug therapy , Oxides/therapeutic use , Adolescent , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Arsenic Trioxide , Female , Humans , Leukemia, Promyelocytic, Acute/etiology , Leukemia, Promyelocytic, Acute/genetics , Male , Middle Aged , Neoplasms, Second Primary/etiology , Neoplasms, Second Primary/genetics , Remission Induction , Survival Analysis , Treatment Outcome , Young Adult
8.
Leukemia ; 30(7): 1456-64, 2016 07.
Article in English | MEDLINE | ID: mdl-27012865

ABSTRACT

Measurable ('minimal') residual disease (MRD) before or after hematopoietic cell transplantation (HCT) identifies adults with AML at risk of poor outcomes. Here, we studied whether peri-transplant MRD dynamics can refine risk assessment. We analyzed 279 adults receiving myeloablative allogeneic HCT in first or second remission who survived at least 35 days and underwent 10-color multiparametric flow cytometry (MFC) analyses of marrow aspirates before and 28±7 days after transplantation. MFC-detectable MRD before (n=63) or after (n=16) transplantation identified patients with high relapse risk and poor survival. Forty-nine patients cleared MRD with HCT conditioning, whereas two patients developed new evidence of disease. The 214 MRD(neg)/MRD(neg) patients had excellent outcomes, whereas both MRD(neg)/MRD(pos) patients died within 100 days following transplantation. For patients with pre-HCT MRD, outcomes were poor regardless of post-HCT MRD status, although survival beyond 3 years was only observed among the 58 patients with decreasing but not the seven patients with increasing peri-HCT MRD levels. In multivariable models, pre-HCT but not post-HCT MRD was independently associated with overall survival and risk of relapse. These data indicate that MRD(pos) patients before transplantation have a high relapse risk regardless of whether or not they clear MFC-detectable disease with conditioning and should be considered for pre-emptive therapeutic strategies.


Subject(s)
Flow Cytometry/methods , Hematopoietic Stem Cell Transplantation/methods , Leukemia, Myeloid, Acute/pathology , Neoplasm, Residual/diagnosis , Adolescent , Adult , Aged , Bone Marrow Examination , Female , Hematopoietic Stem Cell Transplantation/mortality , Humans , Leukemia, Myeloid, Acute/mortality , Male , Middle Aged , Multivariate Analysis , Neoplasm, Residual/mortality , Postoperative Period , Preoperative Period , Recurrence , Retrospective Studies , Survival Rate , Transplantation Conditioning , Treatment Outcome , Young Adult
9.
Blood Cancer J ; 5: e340, 2015 Aug 21.
Article in English | MEDLINE | ID: mdl-26295610

ABSTRACT

Preclinical and emerging clinical studies demonstrate that bispecific T-cell engaging (BiTE) antibody constructs can potently lyse targeted tumor cells, but the determinants for their activity remain incompletely understood. Using human acute myeloid leukemia (AML) cell lines engineered to overexpress individual T-cell ligands, we found that expression of the inhibitory ligands, PD-L1 and PD-L2, reduced the cytolytic activity of the BiTE antibody construct targeting CD33, AMG 330; conversely, expression of the activating ligands, CD80 and CD86, augmented the cytotoxic activity of AMG 330. Consistent with these findings, treatment with an activating antibody directed at the co-stimulatory T-cell receptor, CD28, significantly increased AMG 330-induced cytotoxicity in human AML cell lines. Using specimens from 12 patients with newly diagnosed or relapsed/refractory AML, we found that activation of CD28 also increased the activity of AMG 330 in primary human AML cells (P=0.023). Together, our findings indicate that T-cell ligands and co-receptors modulate the anti-tumor activity of the CD33/CD3 BiTE antibody construct, AMG 330. These findings suggest that such ligands/co-receptors could serve as biomarkers of response and that co-treatment strategies with pharmacological modulators of T-cell receptor signaling could be utilized to further enhance the activity of this targeted therapeutic.


Subject(s)
Antibodies, Bispecific/pharmacology , Antineoplastic Agents/pharmacology , T-Lymphocytes/physiology , Antibody-Dependent Cell Cytotoxicity , CD28 Antigens/agonists , CD28 Antigens/metabolism , CD3 Complex/metabolism , Drug Screening Assays, Antitumor , Humans , Leukemia, Myeloid, Acute/drug therapy , Ligands , Sialic Acid Binding Ig-like Lectin 3/metabolism , T-Lymphocytes/drug effects , Tumor Cells, Cultured
13.
Leukemia ; 29(4): 770-5, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25005246

ABSTRACT

Acute myeloid leukemia (AML) is primarily a disease of older adults, for whom optimal treatment strategies remain controversial. Because of the concern for therapeutic resistance and, in particular, excessive toxicity or even treatment-related mortality, many older or medically unfit patients do not receive AML-directed therapy. Yet, evidence suggests that outcomes are improved if essentially all of these patients are offered AML therapy, ideally at a specialized cancer center. Medical fitness for tolerating intensive chemotherapy can be estimated relatively accurately with multiparameter assessment tools; this information should serve as basis for the assignment to intensive or non-intensive therapy. Until our accuracy in predicting the success of individual therapies improves, all patients should be considered for participation in a randomized controlled trial. Comparisons between individual trials will be facilitated once standardized, improved response criteria are developed, and standard treatment approaches have been defined against which novel therapies can be tested.


Subject(s)
Antineoplastic Agents/therapeutic use , Disease Management , Drug Monitoring/standards , Leukemia, Myeloid, Acute/drug therapy , Patient Selection/ethics , Aged , Aged, 80 and over , Dose-Response Relationship, Drug , Female , Health Status , Humans , Leukemia, Myeloid, Acute/mortality , Leukemia, Myeloid, Acute/pathology , Male , Randomized Controlled Trials as Topic , Survival Analysis
14.
Leukemia ; 29(1): 137-44, 2015 Jan.
Article in English | MEDLINE | ID: mdl-24888275

ABSTRACT

Minimal residual disease (MRD) is associated with adverse outcome in acute myeloid leukemia (AML) after myeloablative (MA) hematopoietic cell transplantation (HCT). We compared this association with that seen after nonmyeloablative (NMA) conditioning in 241 adults receiving NMA (n=86) or MA (n=155) HCT for AML in first remission with pre-HCT bone marrow aspirates assessed by flow cytometry. NMA patients were older and had more comorbidities and secondary leukemias. Three-year relapse estimates were 28% and 57% for MRD(neg) and MRD(pos) NMA patients, and 22% and 63% for MA patients. Three-year overall survival (OS) estimates were 48% and 41% for MRD(neg) and MRD(pos) NMA patients and 76% and 25% for MA patients. This similar OS after NMA conditioning was largely accounted for by higher non-relapse mortality (NRM) in MRD(neg) (30%) compared with MRD(pos) (10%) patients, whereas the reverse was found for MRD(neg) (7%) and MRD(pos) (23%) MA patients. A statistically significant difference between MA and NMA patients in the association of MRD with OS (P<0.001) and NRM (P=0.002) but not relapse (P=0.17) was confirmed. After adjustment, the risk of relapse was 4.51 times (P<0.001) higher for MRD(pos) patients. These data indicate that the negative impact of MRD on relapse risk is similar after NMA and MA conditioning.


Subject(s)
Hematopoietic Stem Cell Transplantation , Leukemia, Myeloid, Acute/therapy , Neoplasm, Residual , Remission Induction , Transplantation Conditioning , Adult , Aged , Female , Graft vs Host Disease , Humans , Male , Middle Aged , Prognosis , Young Adult
15.
Leukemia ; 29(2): 312-20, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25113226

ABSTRACT

Therapeutic resistance remains the principal problem in acute myeloid leukemia (AML). We used area under receiver-operating characteristic curves (AUCs) to quantify our ability to predict therapeutic resistance in individual patients, where AUC=1.0 denotes perfect prediction and AUC=0.5 denotes a coin flip, using data from 4601 patients with newly diagnosed AML given induction therapy with 3+7 or more intense standard regimens in UK Medical Research Council/National Cancer Research Institute, Dutch-Belgian Cooperative Trial Group for Hematology/Oncology/Swiss Group for Clinical Cancer Research, US cooperative group SWOG and MD Anderson Cancer Center studies. Age, performance status, white blood cell count, secondary disease, cytogenetic risk and FLT3-ITD/NPM1 mutation status were each independently associated with failure to achieve complete remission despite no early death ('primary refractoriness'). However, the AUC of a bootstrap-corrected multivariable model predicting this outcome was only 0.78, indicating only fair predictive ability. Removal of FLT3-ITD and NPM1 information only slightly decreased the AUC (0.76). Prediction of resistance, defined as primary refractoriness or short relapse-free survival, was even more difficult. Our limited ability to forecast resistance based on routinely available pretreatment covariates provides a rationale for continued randomization between standard and new therapies and supports further examination of genetic and posttreatment data to optimize resistance prediction in AML.


Subject(s)
Drug Resistance, Neoplasm , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Area Under Curve , Clinical Trials as Topic , Disease-Free Survival , Female , Humans , Male , Middle Aged , Multivariate Analysis , Mutation , Neoplasm, Residual , Nucleophosmin , Prognosis , Regression Analysis , Remission Induction , Treatment Outcome , Young Adult
16.
Leukemia ; 28(10): 1969-77, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24721792

ABSTRACT

Recent technological advances led to an appreciation of the genetic complexity of human acute myeloid leukemia (AML), but underlying progenitor cells remain poorly understood because their rarity precludes direct study. We developed a co-culture method integrating hypoxia, aryl hydrocarbon receptor inhibition and micro-environmental support via human endothelial cells to isolate these cells. X-chromosome inactivation studies of the least mature precursors derived following prolonged culture of CD34(+)/CD33(-) cells revealed polyclonal growth in highly curable AMLs, suggesting that mutations necessary for clonal expansion were acquired in more mature progenitors. Consistently, in core-binding factor (CBF) leukemias with known complementing mutations, immature precursors derived following prolonged culture of CD34(+)/CD33(-) cells harbored neither mutation or the CBF mutation alone, whereas more mature precursors often carried both mutations. These results were in contrast to those with leukemias with poor prognosis that showed clonal dominance in the least mature precursors. These data indicate heterogeneity among progenitors in human AML that may have prognostic and therapeutic implications.


Subject(s)
Hematopoietic Stem Cells/cytology , Leukemia, Myeloid, Acute/genetics , Mutation , Antigens, CD34/metabolism , Cell Hypoxia , Cell Separation , Coculture Techniques , Core Binding Factors/metabolism , Flow Cytometry , Hematopoietic System , Humans , Leukemia, Myeloid, Acute/metabolism , Prognosis , Receptors, Aryl Hydrocarbon/metabolism , Sialic Acid Binding Ig-like Lectin 3/metabolism
18.
Bone Marrow Transplant ; 48(5): 630-41, 2013 May.
Article in English | MEDLINE | ID: mdl-22825427

ABSTRACT

Relapse remains the major cause of treatment failure after hematopoietic cell transplantation (HCT) in acute leukemia, even in patients transplanted in morphologic CR. Various techniques now enable the sensitive quantification of 'minimal' amounts of residual disease (MRD) in patients with acute leukemia in remission. Numerous studies convincingly demonstrate that MRD at the time of transplantation is a powerful, independent predictor of subsequent relapse, with current detection levels of one leukemic cell in 10(5)-10(6) normal cells being prognostically relevant. This recognition provides the rationale to assign patients with detectable MRD (that is, 'MRD(+)' patients) to intensified therapies before, during, or after transplantation, although data supporting these strategies are still sparse. Limited evidence from observational studies suggests that outcomes with autologous HCT are so poor that MRD(+) patients should preferentially be assigned to allogeneic HCT, which can cure a subgroup of these patients, particularly if unmanipulated (T-cell replete) grafts and/or minimized immunosuppression are used to optimize the graft-vs-leukemia effect. Emerging data suggest that additional therapy with non-cross-resistant agents to decrease residual tumor burden before transplantation in MRD(+) patients might be beneficial. Further, other studies hint at immunotherapy (for example, rapid withdrawal of immunosuppression and/or donor lymphocyte infusions) as a means to prevent overt relapse if patients remain, or become, MRD(+) after HCT. Ultimately, controlled clinical studies are needed to define the value of MRD-directed therapies, and patients should be encouraged to enter such trials.


Subject(s)
Hematopoietic Stem Cell Transplantation/methods , Leukemia/pathology , Leukemia/surgery , Acute Disease , Humans , Neoplasm, Residual , Prognosis , Treatment Outcome
19.
Ann Oncol ; 24(5): 1370-7, 2013 May.
Article in English | MEDLINE | ID: mdl-23247659

ABSTRACT

BACKGROUND: Conflicting evidence exists on the relationship between physical activity (PA) and incident hematologic malignancies. Herein, we used a large cohort study to examine this association. PATIENTS AND METHODS: Sixty-five thousand three hundred twenty-two volunteers aged 50-76 years were recruited from 2000 to 2002. Incident hematologic malignancies (n = 666) were identified through 2009 by linkage to the Surveillance, Epidemiology, and End Results cancer registry. Hazard ratios (HRs) for hematologic malignancies associated with PA averaged over 10 years before baseline were estimated with Cox proportional hazards models, adjusting for factors associated with hematologic cancers or PA. RESULTS: There was a decreased risk of hematologic malignancies associated with PA (HR = 0.66 [95% confidence interval, 95% CI 0.51-0.86] for the highest tertile of all PA, P-trend = 0.005, and HR = 0.60 [95% CI 0.44-0.82] for the highest tertile of moderate/high-intensity PA, P-trend = 0.002). These associations were strongest for myeloid neoplasms (HR = 0.48 [95% CI 0.29-0.79] for the highest tertile of all PA, P-trend = 0.013, and HR = 0.40 [95% CI 0.21-0.77] for the highest tertile of moderate/high-intensity PA, P-trend = 0.016). There were also significant associations between PA and chronic lymphocytic leukemia/small lymphocytic lymphoma or other mature B-cell lymphomas except plasma cell disorders. CONCLUSIONS: Our study offers the strongest epidemiological evidence, to date, to suggest an association between regular PA and dose-dependent risk reduction for most hematologic malignancies, particularly myeloid neoplasms.


Subject(s)
Exercise/physiology , Hematologic Neoplasms/epidemiology , Risk Reduction Behavior , Aged , Cohort Studies , Female , Humans , Life Style , Male , Middle Aged , Prospective Studies , Recreation , Risk Factors , SEER Program , Surveys and Questionnaires
20.
Comp Biochem Physiol C Toxicol Pharmacol ; 155(1): 95-101, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21651990

ABSTRACT

For many researchers, next generation sequencing data holds the key to answering a category of questions previously unassailable. One of the important and challenging steps in achieving these goals is accurately assembling the massive quantity of short sequencing reads into full nucleic acid sequences. For research groups working with non-model or wild systems, short read assembly can pose a significant challenge due to the lack of pre-existing EST or genome reference libraries. While many publications describe the overall process of sequencing and assembly, few address the topic of how many and what types of reads are best for assembly. The goal of this project was use real world data to explore the effects of read quantity and short read quality scores on the resulting de novo assemblies. Using several samples of short reads of various sizes and qualities we produced many assemblies in an automated manner. We observe how the properties of read length, read quality, and read quantity affect the resulting assemblies and provide some general recommendations based on our real-world data set.


Subject(s)
Algorithms , Gene Expression Profiling/methods , Software , Animals , Computational Biology/methods , Contig Mapping/methods , Cyprinodontiformes/genetics , Databases, Genetic , Sequence Analysis/methods
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