Immunoglobulin transcript sequence and somatic hypermutation computation from unselected RNA-seq reads in chronic lymphocytic leukemia

被引:38
作者
Blachly, James S. [1 ]
Ruppert, Amy S. [1 ]
Zhao, Weiqiang [2 ]
Long, Susan [2 ]
Flynn, Joseph [1 ]
Flinn, Ian [3 ]
Jones, Jeffrey [1 ]
Maddocks, Kami [1 ]
Andritsos, Leslie [1 ]
Ghia, Emanuela M. [4 ]
Rassenti, Laura Z. [4 ]
Kipps, Thomas J. [4 ]
de la Chapelle, Albert [5 ]
Byrd, John C. [1 ,6 ]
机构
[1] Ohio State Univ, Dept Internal Med, Div Hematol, Columbus, OH 43210 USA
[2] Ohio State Univ, Dept Pathol, Columbus, OH 43210 USA
[3] Sarah Cannon Res Inst, Hematol Malignancies Res Program, Nashville, TN 37203 USA
[4] Univ Calif San Diego, Moores Canc Ctr, San Diego, CA 92092 USA
[5] Ohio State Univ, Dept Mol Virol Immunol & Med Genet, Columbus, OH 43210 USA
[6] Ohio State Univ, Coll Pharm, Columbus, OH 43210 USA
关键词
RNA sequencing; immunoglobulin; somatic hypermutation; B cells; CLL; MINIMAL RESIDUAL DISEASE; MUTATION STATUS; EXPRESSION; QUANTIFICATION; IDENTIFICATION; GENERATION; RECEPTORS; FEATURES; GENOME; GENES;
D O I
10.1073/pnas.1503587112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Immunoglobulins (Ig) are produced by B lymphocytes as secreted antibodies or as part of the B-cell receptor. There is tremendous diversity of potential Ig transcripts (>1 x 10(12)) as a result of hundreds of germ-line gene segments, random nucleotide incorporation during joining of gene segments into a complete transcript, and the process of somatic hypermutation at individual nucleotides. This recombination and mutation process takes place in the maturing B cell and is responsible for the diversity of potential epitope recognition. Cancers arising from mature B cells are characterized by clonal production of Ig heavy (IGH@) and light chain transcripts, although whether the sequence has undergone somatic hypermutation is dependent on the maturation stage at which the neoplastic clone arose. Chronic lymphocytic leukemia (CLL) is the most common leukemia in adults and arises from a mature B cell with either mutated or unmutated IGH@ transcripts, the latter having worse prognosis and the assessment of which is routinely performed in the clinic. Currently, IGHV mutation status is assessed by Sanger sequencing and comparing the transcript to known germ-line genes. In this paper, we demonstrate that complete IGH@ V-D-J sequences can be computed from unselected RNA-seq reads with results equal or superior to the clinical procedure: in the only discordant case, the clinical transcript was out-of-frame. Therefore, a single RNA-seq assay can simultaneously yield gene expression profile, SNP and mutation information, as well as IGHV mutation status, and may one day be performed as a general test to capture multidimensional clinically relevant data in CLL.
引用
收藏
页码:4322 / 4327
页数:6
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