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Record W2979335764 · doi:10.1182/blood.v114.22.439.439

Base-Pair Resolution of Somatic and Germline-Derived Genome Rearrangement Breakpoints in Follicular Lymphoma.

2009· article· en· W2979335764 on OpenAlexaff
Andrew J. Mungall, Andy Chu, Readman Chiu, Richard Corbett, Matthew A. Field, Shaun D. Jackman, Karen Mungall, Kim Wong, Merrill Boyle, Rebecca Carlsen, Susanna Chan, Robin Coope, Carrie Hirst, Martin Hirst, Nathalie A. Johnson, Martin Krzywinski, Darlene Lee, Jasmine BingXue Lin, Richard A. Moore, Tesa Severson, Jared T. Simpson, Christian Steidl, Thomas Zeng, Yongjun Zhao, İnanç Birol, Robert A. Holt, Steven J.M. Jones, Randy D. Gascoyne, Douglas E. Horsman, Joseph M. Connors, Jacqueline E. Schein, Marco A. Marra

Bibliographic record

VenueBlood · 2009
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsBC Cancer Agency
Fundersnot available
KeywordsBreakpointBiologyGenomeGeneticsGene rearrangementReference genomeContigFollicular lymphomaHuman genomeComputational biologyChromosomal rearrangementChromosomal translocationGeneChromosomeKaryotypeLymphoma

Abstract

fetched live from OpenAlex

Abstract Abstract 439 Introduction: Follicular lymphoma (FL) is the most common indolent lymphoid malignancy in North America with approximately 20,000 new cases of this incurable cancer diagnosed each year. In approximately 85% of patients, FL is associated with the reciprocal translocation t(14;18)(q32;q21), which results in a fusion between IGH and BCL2 genes and consequent over-expression of the anti-apoptotic protein BCL2. This translocation likely represents an initiating event for FL, requiring additional mutational events for the onset of clinical disease. To investigate the relationship between genome rearrangements and FL we identified rearrangement locations in the genome followed by detailed, fine-structure analysis of the rearrangements to ascertain their effects on genes and other features of biological interest. Patients and Methods: We used a whole-genome bacterial artificial chromosome (BAC) fingerprint-based approach, termed Fingerprint Profiling (FPP, Krzywinski, M. et al. 2007), to detect genome rearrangements relative to the reference human genome in neoplastic B cells purified from 24 FL patient biopsies. Analysis of 2,640,707 BAC fingerprints revealed 721 candidate genomic rearrangements. To validate these observations and provide base-pair resolution of the rearrangement breakpoints we performed paired-end massively parallel sequencing, on the Illumina Genome Analyzer II platform, of the breakpoint-containing regions captured in the BAC clones. Sequence reads were assembled into contigs using our in-house de novo assembly algorithm ABySS (Assembly By Short Sequences, Simpson, J. et al. 2009) then aligned to the reference human genome. Following manual annotation of the breakpoint junctions PCR primers were designed to assay patient tumour and matched constitutional DNA and thus determine whether the observed genome rearrangements were somatic (acquired) or germline in origin. Results: 727 BACs with apparent large-scale genome rearrangements, representing 354 distinct genome rearrangements across 20 patients, were sequenced in 95 pools, generating 72 Gbp of sequence. The 354 distinct events include 163 deletions, 71 inversions, 27 insertions, 83 translocations and 10 duplications, ranging in size from 3 kb to 67 Mb. PCR assays for 194 of the distinct events have been performed thus far identifying 80 distinct somatic and 114 germline-derived structural variations at base-pair resolution. Of the somatic events 5 are present in two or more of the 20 patients analyzed including a 720 kb inversion of 3q27.3 that results in expression of a BCL6-ST6GAL1 fusion transcript. Identification at base-pair resolution of breakpoint sequences enabled a detailed study of breakpoint and fusion mechanisms. We classified breakpoint junctions into 4 groups; those with microhomology (48%), those with sequence additions (28%), those with blunt fusions (20%) and those with flanking low copy repeats (4%). We were particularly interested in establishing the origin of the observed nucleotide sequence additions in 97 breakpoint junctions. The sequence additions ranged in size from a single nucleotide to 454 bp. In one case we have unambiguously mapped a 53 bp sequence, lying within one of the 3q27.3 inversion breakpoints, to chromosome 5q12.3. This finding is consistent with the recently proposed fork stalling and template switching (FoSTeS) DNA replication-based mechanism and thus represents a novel mechanism in FL lymphomagenesis. Conclusions: We have successfully employed high-throughput clone fingerprinting and sequencing to identify numerous novel somatic and germline genome rearrangements from FL primary tumour samples. Furthermore, base-pair resolution of rearrangement breakpoints provides mechanistic insights. With the complete inventory of somatic and germline events in hand we will be able to propose recurrent structurally altered genes in FL patients for validation in independent datasets and improve our understanding of FL biology. Pathway analyses to identify emerging themes from somatic mutations are also being performed. The PCR assays we have developed will also be of utility in identifying germline predisposition alleles in larger FL patient cohorts. Disclosures: No relevant conflicts of interest to declare.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.231
Teacher spread0.220 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2009
Admission routes1
Has abstractyes

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