Proteomic Detection of Immunoglobulin Light Chain Variable Region Peptides from Amyloidosis Patient Biopsies

被引:49
作者
Dasari, Surendra [1 ]
Theis, Jason D. [2 ]
Vrana, Julie A. [2 ]
Meureta, Oana M. [2 ]
Quint, Patrick S. [2 ]
Muppa, Prasuna [2 ]
Zenka, Roman M. [3 ]
Tschumper, Renee C. [4 ,5 ]
Jelinek, Diane F. [4 ,5 ]
Davila, Jaime I. [1 ]
Sarangi, Vivekananda [1 ]
Kurtin, Paul J. [2 ]
Dogan, Ahmet [2 ]
机构
[1] Mayo Clin, Dept Hlth Sci Res, Rochester, MN 55905 USA
[2] Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USA
[3] Mayo Clin, Informat Technol Adm, Rochester, MN 55905 USA
[4] Mayo Clin, Dept Immunol, Rochester, MN 55905 USA
[5] Mayo Clin, Div Hematol, Rochester, MN 55905 USA
关键词
amyloidosis; immunoglobulin; light chain; variable gene; variable gene family; peptides; proteomics; bioinformatics; MASS-SPECTROMETRY; AL AMYLOIDOSIS; PROTEIN IDENTIFICATIONS; SYSTEMIC AMYLOIDOSIS; ORGAN INVOLVEMENT; GERMLINE GENE; CELL; TOOL; CLASSIFICATION; SEQUENCES;
D O I
10.1021/acs.jproteome.5b00015
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Immunoglobulin light chain (LC) amyloidosis (AL) is caused by deposition of clonal LCs produced by an underlying plasma cell neoplasm. The clonotypic LC sequences are unique to each patient, and they cannot be reliably detected by either immunoassays or standard proteomic workflows that target the constant regions of LCs. We addressed this issue by developing a novel sequence template-based workflow to detect LC variable (LCV) region peptides directly from AL amyloid deposits. The workflow was implemented in a CAP/CLIA compliant clinical laboratory dedicated to proteomic subtyping of amyloid deposits extracted from either formalin-fixed paraffin-embedded tissues or subcutaneous fat aspirates. We evaluated the performance of the workflow on a validation cohort of 30 AL patients, whose amyloidogenic clone was identified using a novel proteogenomics method, and 30 controls. The recall and negative predictive values of the workflow, when identifying the gene family of the AL clone, were 93 and 98%, respectively. Application of the workflow on a clinical cohort of 500 AL amyloidosis samples highlighted a bias in the LCV gene families used by the AL clones. We also detected similarity between AL clones deposited in multiple organs of systemic AL patients. In summary, AL proteomic data sets are rich in LCV region peptides of potential clinical significance that are recoverable with advanced bioinformatics.
引用
收藏
页码:1957 / 1967
页数:11
相关论文
共 38 条
[1]   Novel analysis of clonal diversification in blood b cell and bone marrow plasma cell clones in immunoglobulin light chain amyloidosis [J].
Abraham, Roshini S. ;
Manske, Michelle K. ;
Zuckerman, Neta S. ;
Sohni, Abhishek ;
Edelman, Hanna ;
Shahaf, Gitit ;
Timm, Michael M. ;
Dispenzieri, Angela ;
Gertz, Morie A. ;
Mehr, Ramit .
JOURNAL OF CLINICAL IMMUNOLOGY, 2007, 27 (01) :69-87
[2]   Immunoglobulin light chain variable (V) region genes influence clinical presentation and outcome in light chain-associated amyloidosis (AL) [J].
Abraham, RS ;
Geyer, SM ;
Price-Troska, TL ;
Allmer, C ;
Kyle, RA ;
Gertz, MA ;
Fonseca, R .
BLOOD, 2003, 101 (10) :3801-3808
[3]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[4]   AL-Base: a visual platform analysis tool for the study of amyloidogenic immunoglobulin light chain sequences [J].
Bodi, Kip ;
Prokaeva, Tatiana ;
Spencer, Brian ;
Eberhard, Maurya ;
Connors, Lawreen H. ;
Seldin, David C. .
AMYLOID-JOURNAL OF PROTEIN FOLDING DISORDERS, 2009, 16 (01) :1-8
[5]   Reliable typing of systemic amyloidoses through proteomic analysis of subcutaneous adipose tissue [J].
Brambilla, Francesca ;
Lavatelli, Francesca ;
Di Silvestre, Dario ;
Valentini, Veronica ;
Rossi, Rossana ;
Palladini, Giovanni ;
Obici, Laura ;
Verga, Laura ;
Mauri, Pierluigi ;
Merlini, Giampaolo .
BLOOD, 2012, 119 (08) :1844-1847
[6]   Resurrection of a clinical antibody: Template proteogenomic de novo proteomic sequencing and reverse engineering of an anti-lymphotoxin-α antibody [J].
Castellana, Natalie E. ;
McCutcheon, Krista ;
Pham, Victoria C. ;
Harden, Kristin ;
Nguyen, Allen ;
Young, Judy ;
Adams, Camellia ;
Schroeder, Kurt ;
Arnott, David ;
Bafna, Vineet ;
Grogan, Jane L. ;
Lill, Jennie R. .
PROTEOMICS, 2011, 11 (03) :395-405
[7]   Template Proteogenomics: Sequencing Whole Proteins Using an Imperfect Database [J].
Castellana, Natalie E. ;
Pham, Victoria ;
Arnott, David ;
Lill, Jennie R. ;
Bafna, Vineet .
MOLECULAR & CELLULAR PROTEOMICS, 2010, 9 (06) :1260-1270
[8]   A cross-platform toolkit for mass spectrometry and proteomics [J].
Chambers, Matthew C. ;
Maclean, Brendan ;
Burke, Robert ;
Amodei, Dario ;
Ruderman, Daniel L. ;
Neumann, Steffen ;
Gatto, Laurent ;
Fischer, Bernd ;
Pratt, Brian ;
Egertson, Jarrett ;
Hoff, Katherine ;
Kessner, Darren ;
Tasman, Natalie ;
Shulman, Nicholas ;
Frewen, Barbara ;
Baker, Tahmina A. ;
Brusniak, Mi-Youn ;
Paulse, Christopher ;
Creasy, David ;
Flashner, Lisa ;
Kani, Kian ;
Moulding, Chris ;
Seymour, Sean L. ;
Nuwaysir, Lydia M. ;
Lefebvre, Brent ;
Kuhlmann, Frank ;
Roark, Joe ;
Rainer, Paape ;
Detlev, Suckau ;
Hemenway, Tina ;
Huhmer, Andreas ;
Langridge, James ;
Connolly, Brian ;
Chadick, Trey ;
Holly, Krisztina ;
Eckels, Josh ;
Deutsch, Eric W. ;
Moritz, Robert L. ;
Katz, Jonathan E. ;
Agus, David B. ;
MacCoss, Michael ;
Tabb, David L. ;
Mallick, Parag .
NATURE BIOTECHNOLOGY, 2012, 30 (10) :918-920
[9]   Clonal immunoglobulin light chain variable region germline gene use in AL amyloidosis: association with dominant amyloid-related organ involvement and survival after stem cell transplantation [J].
Comenzo, RL ;
Wally, J ;
Kica, G ;
Murray, J ;
Ericsson, T ;
Skinner, M ;
Zhang, YN .
BRITISH JOURNAL OF HAEMATOLOGY, 1999, 106 (03) :744-751
[10]   The tropism of organ involvement in primary systemic amyloidosis:: contributions of Ig VL germ line gene use and clonal plasma cell burden [J].
Comenzo, RL ;
Zhang, Y ;
Martinez, C ;
Osman, K ;
Herrera, GA .
BLOOD, 2001, 98 (03) :714-720