Literature DB >> 29214033

Lupus-related single nucleotide polymorphisms and risk of diffuse large B-cell lymphoma.

Sasha Bernatsky1, Héctor A Velásquez García2, John J Spinelli2, Patrick Gaffney3, Karin E Smedby4, Rosalind Ramsey-Goldman5, Sophia S Wang6, Hans-Olov Adami7,8, Demetrius Albanes9, Emanuele Angelucci10, Stephen M Ansell11, Yan W Asmann12, Nikolaus Becker13, Yolanda Benavente14, Sonja I Berndt9, Kimberly A Bertrand15, Brenda M Birmann16, Heiner Boeing17, Paolo Boffetta18, Paige M Bracci19, Paul Brennan20, Angela R Brooks-Wilson21, James R Cerhan22, Stephen J Chanock9, Jacqueline Clavel23, Lucia Conde24, Karen H Cotenbader25, David G Cox26, Wendy Cozen27, Simon Crouch28, Anneclaire J De Roos29, Silvia de Sanjose14,30, Simonetta Di Lollo31, W Ryan Diver32, Ahmet Dogan33, Lenka Foretova34, Hervé Ghesquières35, Graham G Giles36,37, Bengt Glimelius38, Thomas M Habermann39, Corinne Haioun40, Patricia Hartge9, Henrik Hjalgrim41, Theodore R Holford42, Elizabeth A Holly19, Rebecca D Jackson43, Rudolph Kaaks13, Eleanor Kane28, Rachel S Kelly16, Robert J Klein44, Peter Kraft8, Anne Kricker45, Qing Lan9, Charles Lawrence46, Mark Liebow11, Tracy Lightfoot28, Brian K Link47, Marc Maynadie48, James McKay20, Mads Melbye41, Thierry J Molina49, Alain Monnereau23, Lindsay M Morton9, Alexandra Nieters50, Kari E North51, Anne J Novak11, Kenneth Offit52, Mark P Purdue53, Marco Rais54, Jacques Riby24, Eve Roman28, Nathaniel Rothman9, Gilles Salles55, Gianluca Severi56, Richard K Severson57, Christine F Skibola24, Susan L Slager22, Alex Smith28, Martyn T Smith58, Melissa C Southey59, Anthony Staines60, Lauren R Teras32, Carrie A Thompson11, Hervé Tilly61, Lesley F Tinker62, Anne Tjonneland63, Jenny Turner64, Claire M Vajdic65, Roel C H Vermeulen66, Joseph Vijai52, Paolo Vineis67, Jarmo Virtamo68, Zhaoming Wang69, Stephanie Weinstein9, Thomas E Witzig11, Andrew Zelenetz52, Anne Zeleniuch-Jacquotte70, Yawei Zhang71, Tongzhang Zheng72, Mariagrazia Zucca73, Ann E Clarke74.   

Abstract

OBJECTIVE: Determinants of the increased risk of diffuse large B-cell lymphoma (DLBCL) in SLE are unclear. Using data from a recent lymphoma genome-wide association study (GWAS), we assessed whether certain lupus-related single nucleotide polymorphisms (SNPs) were also associated with DLBCL.
METHODS: GWAS data on European Caucasians from the International Lymphoma Epidemiology Consortium (InterLymph) provided a total of 3857 DLBCL cases and 7666 general-population controls. Data were pooled in a random-effects meta-analysis.
RESULTS: Among the 28 SLE-related SNPs investigated, the two most convincingly associated with risk of DLBCL included the CD40 SLE risk allele rs4810485 on chromosome 20q13 (OR per risk allele=1.09, 95% CI 1.02 to 1.16, p=0.0134), and the HLA SLE risk allele rs1270942 on chromosome 6p21.33 (OR per risk allele=1.17, 95% CI 1.01 to 1.36, p=0.0362). Of additional possible interest were rs2205960 and rs12537284. The rs2205960 SNP, related to a cytokine of the tumour necrosis factor superfamily TNFSF4, was associated with an OR per risk allele of 1.07, 95% CI 1.00 to 1.16, p=0.0549. The OR for the rs12537284 (chromosome 7q32, IRF5 gene) risk allele was 1.08, 95% CI 0.99 to 1.18, p=0.0765.
CONCLUSIONS: These data suggest several plausible genetic links between DLBCL and SLE.

Entities:  

Keywords:  Systemic lupus; lymphoma; malignancy

Year:  2017        PMID: 29214033      PMCID: PMC5715504          DOI: 10.1136/lupus-2016-000187

Source DB:  PubMed          Journal:  Lupus Sci Med        ISSN: 2053-8790


Several recent studies have highlighted an increased risk of haematological malignancies, particularly non-Hodgkin's lymphoma (NHL), in patients with SLE.1 2 The determinants of the increased risk of NHL in SLE are unclear. The most common type of NHL in SLE (as in the general population) is the diffuse large B-cell lymphoma (DLBCL) subtype. Using data from a recent NHL genome-wide association study (GWAS),3 our objective was to determine if certain SLE-related single nucleotide polymorphisms (SNPs) were also associated with the risk of DLBCL. We focused on 28 SNPs independently associated with SLE in European Caucasians.4 All of these SNPs have been strongly associated with lupus risk, with a p value of 1×10−7 or stronger. Our hypothesis was that these SNPs would also be associated with DLBCL risk.

Methods

GWAS data on European Caucasians from the International Lymphoma Epidemiology Consortium (InterLymph http://www.epi.grants.cancer.gov/InterLymph) studies and participating cohort studies were based on a total of 3857 DLBCL cases and 7666 controls. Each participating study's investigators obtained approval from human subjects review committees and informed consent from all participants. De-identified data were provided by the InterLymph Data Coordinating Center (Mayo Clinic, Rochester, Minnesota, USA). For each SLE-related SNP, the ORs and 95% CIs were computed using a log-additive logistic regression model. Results from three previously conducted DLBCL GWAS studies were pooled in a random-effects meta-analysis. With 28 comparisons, an α of 0.05 would correspond to a Bonferroni-corrected p value of 0.0018.

Results

Among the 28 SLE-related SNPs investigated (table 1), the two most convincingly associated with risk of DLBCL when correcting for multiple comparisons included the CD40 SLE risk allele rs4810485 on chromosome 20q13 (OR per risk allele=1.09, 95% CI 1.02 to 1.16, p=0.0134) and the HLA SLE risk allele rs1270942 on chromosome 6p21.33 (OR per risk allele 1.17, 95% CI 1.01 to 1.36, p=0.0362). Two other SNPs were of additional possible interest in DLBCL, with 95% CIs that just barely included the null value. The rs2205960 SNP, related to a cytokine of the tumour necrosis factor superfamily TNFSF4, was associated with an OR per risk allele of 1.07, 95% CI 1.00 to 1.16, p=0.0549. The OR for the SLE interferon regulatory factor (IRF5) risk allele rs12537284 (chromosome 7q32, gene) was 1.08, 95% CI 0.99 to 1.18, p=0.0765. A table presenting the study-specific contributions to the meta-analysis is provided in the online supplemental material.
Table 1

SLE-related single nucleotide polymorphisms (SNPs) and ORs for diffuse large B-cell lymphoma (DLBCL) in European Caucasians in InterLymph data

GeneChromosomeSNPAllele*DLBCL SLE ref.DLBCL ORDLBCL 95% CIp Value* DLBCL
CD4020rs4810485TTC1.088 (1.017 to 1.162)0.013355
HLA6rs1270942GGA1.171 (1.010 to 1.357)0.036172
TNFSF41rs2205960AAG1.074 (0.998 to 1.156)0.054899
IRF57rs12537284AAG1.081 (0.992 to 1.179)0.076450
ILI101rs3024505AAG1.102 (0.898 to 1.353)0.352319
BANK14rs10516487AAG1.035 (0.969 to 1.106)0.303231
Mir146a5rs57095329GGA1.020 (0.756 to 1.377)0.896089
ITGAM16rs9888739TTC1.008 (0.923 to 1.102)0.851519
IFIH12rs1990760TTC1.037 (0.978 to 1.101)0.223359
TNFAIP36rs7749323AAG1.053 (0.884 to 1.253)0.564425
NCF21rs17849502TGG1.050 (0.892 to 1.236)0.554699
STAT42rs7582694GCC1.110 (0.977 to 1.260)0.108048
PTPN221rs2476601GAA1.043 (0.937 to 1.1610.441704
TYK219rs280519GAA1.016 (0.959 to 1.077)0.582604
PHRF1/IRF7/KIAA154211rs4963128CTT1.018 (0.956 to 1.085)0.570646
CD4411rs507230AGG1.000 (0.941 to 1.062)0.987988
XKR68rs6985109AGG1.040 (0.981 to 1.103)0.187826
JAZF17rs849142CTT1.012 (0.903 to 1.134)0.836267
UBE2L322rs463426CGT1.060 (0.938 to 1.197)0.349982
BLK8rs7812879CAT1.058 (0.956 to 1.172)0.276113
FCGR2A, FCGR3B1rs1801274GTA1.023 (0.913 to 1.147)0.693045
IKZF17rs4917014GCT1.020 (0.916 to 1.138)0.710394
LYN8rs7829816GCA1.031 (0.959 to 1.107)0.411987
TNIP15rs10036748TGC1.015 (0.950 to 1.085)0.652213
IRF816rs2280381TAC1.096 (0.933 to 1.287)0.265341
ATG56rs548234TGC1.033 (0.936 to 1.140)0.518828
PXK3rs6445975TCG1.011 (0.945 to 1.083)0.743076
IL2/IL214rs907715TGC1.033 (0.967 to 1.104)0.339144

*With 28 comparisons, an α of 0.05 would correspond to a Bonferroni-corrected p value of 0.0018.

SLE-related single nucleotide polymorphisms (SNPs) and ORs for diffuse large B-cell lymphoma (DLBCL) in European Caucasians in InterLymph data *With 28 comparisons, an α of 0.05 would correspond to a Bonferroni-corrected p value of 0.0018.

Discussion

Multiple studies have highlighted an increased risk of haematological malignancies, particularly NHL, in patients with SLE. To date, the reason for this excess risk has remained elusive. Recently, advances have been made in our understanding of lymphoma risk in other autoimmune rheumatic diseases, such as primary Sjögren's syndrome, where the majority of patients with mucosa-associated lymphoid tissue (MALT) lymphoma have either germline polymorphisms of TNFAIP3 related to the A20 protein important in nuclear factor κB activation or somatic alterations of the gene within the lymphoma tissue.5 In their assessment of genetic risk overlap between rheumatoid arthritis (RA) and haematological cancers, Okada et al6 found that polymorphisms of TNFAIP3 were common to both RA and Hodgkin's lymphoma. Our analyses did not confirm a strong relationship with the lupus-related TNFAIP3 SNP rs7749323 specifically for DLBCL, but this may be a power issue, or may reflect the importance of different pathways for different haematological risk profiles across different autoimmune rheumatic diseases. Of note, our analyses were done in Caucasian populations; several non-Caucasian race/ethnic groups (eg, blacks, Asians) may have different genetic risk profiles and clinical presentations, thus future analyses could consider these populations as well. We have previously shown that the increased risk of lymphoma in SLE is similar across white, black and Asian patients.7 In addition, it may be that specific genetic risk factors for different clinical SLE manifestations may drive some of the risk of lymphoma, although we were unable to investigate that hypothesis here. Existing data do suggest that some human leukocyte antigen (HLA) polymorphisms influence risk of DLBCL.8 In recent DLBCL GWAS analyses, HLA-B 08-01 reached genome-wide significance.4 In SLE, the strongest association in HLA is for the Class II allele DRB1*0301. This allele is in strong linkage disequilibrium with HLA-B*0801 in Caucasians so we are likely tagging the same HLA effect.9 CD40, a member of the tumour necrosis superfamily, plays a central role in regulating immune cells; CD40 is expressed on several B-cell neoplasms including DLBCL. Data have suggested a possible role for functional polymorphisms (specifically, C vs T, rs1883832) in the TNFRSF5 gene encoding CD40 in lymphomas originating within the germinal centre (both DLBCL and follicular).10 Tumour necrosis factor ligand superfamily involvement has been suggested in the pathology of malignant lymphomas.11 Furthermore, in human NHL B-cell lines, IRF5 initiates a regulatory cascade by inducing the transcription factor activator protein 1 (AP-1) and cooperating with nuclear factor kappa B (NF-κB), which appears to represent a potentially important tumour promoting role of IRF5 in lymphoma.12 Not all of the excess risk of haematological malignancies in SLE is necessarily due to genetic factors; exposures within the environment may also be at play. However, in the InterLymph Subtypes pooling project, autoimmune diseases as a risk for lymphoma appeared to be independent of other potentially shared environmental risk factors (body mass index, sun, alcohol, occupation, etc).13 In the work of Ekström Smedby et al, SLE was associated with a 2.7-fold increase in risk of NHL risk overall; this was highest among patients with SLE of short duration (2–5 years), but a near twofold increase was also observed with more than 10 years of disease. Use of corticosteroid and immunosuppressive drugs categorically was not clearly linked to higher or lower risk, but analyses were not detailed.2 Two very comprehensive case-control studies of SLE-related medications have suggested a link between cyclophosphamide (used intravenously in severe or resistant forms of SLE, especially nephritis) and haematological malignancies in general14 (and specifically, in lymphoma15). Fortunately, lymphoma after cyclophosphamide SLE treatment is a relatively uncommon outcome. Future studies of interactions between genetic factors and drug exposures may be warranted. In conclusion, we studied a large GWAS datasets and found several plausible pathways linking DLBCL and SLE. Given that cyclophosphamide exposure in SLE is also associated with DLBCL risk, future studies might be able to explore whether these genetic risk factors may aid in risk stratification and decision-making when cyclophosphamide treatment is being considered for severe forms of SLE.
  15 in total

1.  Race/ethnicity and cancer occurrence in systemic lupus erythematosus.

Authors:  S Bernatsky; J F Boivin; L Joseph; S Manzi; E Ginzler; M Urowitz; D Gladman; P Fortin; C Gordon; S Barr; S Edworthy; S C Bae; M Petri; J Sibley; D Isenberg; A Rahman; K Steinsson; C Aranow; M A Dooley; G S Alarcon; J Hanly; G Sturfelt; O Nived; J Pope; S Ensworth; R Rajan; H El-Gabalawy; T McCarthy; Y St Pierre; A Clarke; R Ramsey-Goldman
Journal:  Arthritis Rheum       Date:  2005-10-15

2.  A functional TNFRSF5 polymorphism and risk of non-Hodgkin lymphoma, a pooled analysis.

Authors:  Alexandra Nieters; Paige M Bracci; Silvia de Sanjosé; Nikolaus Becker; Marc Maynadié; Yolanda Benavente; Lenka Foretova; Pierluigi Cocco; Anthony Staines; Elizabeth A Holly; Paolo Boffetta; Paul Brennan; Christine F Skibola
Journal:  Int J Cancer       Date:  2011-03-15       Impact factor: 7.396

3.  Cancer risk in systemic lupus: an updated international multi-centre cohort study.

Authors:  Sasha Bernatsky; Rosalind Ramsey-Goldman; Jeremy Labrecque; Lawrence Joseph; Jean-Francois Boivin; Michelle Petri; Asad Zoma; Susan Manzi; Murray B Urowitz; Dafna Gladman; Paul R Fortin; Ellen Ginzler; Edward Yelin; Sang-Cheol Bae; Daniel J Wallace; Steven Edworthy; Soren Jacobsen; Caroline Gordon; Mary Anne Dooley; Christine A Peschken; John G Hanly; Graciela S Alarcón; Ola Nived; Guillermo Ruiz-Irastorza; David Isenberg; Anisur Rahman; Torsten Witte; Cynthia Aranow; Diane L Kamen; Kristjan Steinsson; Anca Askanase; Susan Barr; Lindsey A Criswell; Gunnar Sturfelt; Neha M Patel; Jean-Luc Senécal; Michel Zummer; Janet E Pope; Stephanie Ensworth; Hani El-Gabalawy; Timothy McCarthy; Lene Dreyer; John Sibley; Yvan St Pierre; Ann E Clarke
Journal:  J Autoimmun       Date:  2013-02-12       Impact factor: 7.094

4.  Germline and somatic genetic variations of TNFAIP3 in lymphoma complicating primary Sjogren's syndrome.

Authors:  Gaetane Nocturne; Saida Boudaoud; Corinne Miceli-Richard; Say Viengchareun; Thierry Lazure; Joanne Nititham; Kimberly E Taylor; Averil Ma; Florence Busato; Judith Melki; Christopher J Lessard; Kathy L Sivils; Jean-Jacques Dubost; Eric Hachulla; Jacques Eric Gottenberg; Marc Lombès; Jorg Tost; Lindsey A Criswell; Xavier Mariette
Journal:  Blood       Date:  2013-10-24       Impact factor: 22.113

5.  Rationale and Design of the International Lymphoma Epidemiology Consortium (InterLymph) Non-Hodgkin Lymphoma Subtypes Project.

Authors:  Lindsay M Morton; Joshua N Sampson; James R Cerhan; Jennifer J Turner; Claire M Vajdic; Sophia S Wang; Karin E Smedby; Silvia de Sanjosé; Alain Monnereau; Yolanda Benavente; Paige M Bracci; Brian C H Chiu; Christine F Skibola; Yawei Zhang; Sam M Mbulaiteye; Michael Spriggs; Dennis Robinson; Aaron D Norman; Eleanor V Kane; John J Spinelli; Jennifer L Kelly; Carlo La Vecchia; Luigino Dal Maso; Marc Maynadié; Marshall E Kadin; Pierluigi Cocco; Adele Seniori Costantini; Christina A Clarke; Eve Roman; Lucia Miligi; Joanne S Colt; Sonja I Berndt; Andrea Mannetje; Anneclaire J de Roos; Anne Kricker; Alexandra Nieters; Silvia Franceschi; Mads Melbye; Paolo Boffetta; Jacqueline Clavel; Martha S Linet; Dennis D Weisenburger; Susan L Slager
Journal:  J Natl Cancer Inst Monogr       Date:  2014-08

Review 6.  Genetic susceptibility to SLE: recent progress from GWAS.

Authors:  Yong Cui; Yujun Sheng; Xuejun Zhang
Journal:  J Autoimmun       Date:  2013-02-06       Impact factor: 7.094

7.  Mapping of transcription factor motifs in active chromatin identifies IRF5 as key regulator in classical Hodgkin lymphoma.

Authors:  Stephan Kreher; M Amine Bouhlel; Pierre Cauchy; Björn Lamprecht; Shuang Li; Michael Grau; Franziska Hummel; Karl Köchert; Ioannis Anagnostopoulos; Korinna Jöhrens; Michael Hummel; John Hiscott; Sören-Sebastian Wenzel; Peter Lenz; Markus Schneider; Ralf Küppers; Claus Scheidereit; Maciej Giefing; Reiner Siebert; Klaus Rajewsky; Georg Lenz; Peter N Cockerill; Martin Janz; Bernd Dörken; Constanze Bonifer; Stephan Mathas
Journal:  Proc Natl Acad Sci U S A       Date:  2014-10-06       Impact factor: 11.205

8.  Lymphoma risk in systemic lupus: effects of disease activity versus treatment.

Authors:  Sasha Bernatsky; Rosalind Ramsey-Goldman; Lawrence Joseph; Jean-Francois Boivin; Karen H Costenbader; Murray B Urowitz; Dafna D Gladman; Paul R Fortin; Ola Nived; Michelle A Petri; Soren Jacobsen; Susan Manzi; Ellen M Ginzler; David Isenberg; Anisur Rahman; Caroline Gordon; Guillermo Ruiz-Irastorza; Edward Yelin; Sang-Cheol Bae; Daniel J Wallace; Christine A Peschken; Mary Anne Dooley; Steven M Edworthy; Cynthia Aranow; Diane L Kamen; Juanita Romero-Diaz; Anca Askanase; Torsten Witte; Susan G Barr; Lindsey A Criswell; Gunnar K Sturfelt; Irene Blanco; Candace H Feldman; Lene Dreyer; Neha M Patel; Yvan St Pierre; Ann E Clarke
Journal:  Ann Rheum Dis       Date:  2013-01-08       Impact factor: 19.103

9.  HLA specificities are related to development and prognosis of diffuse large B-cell lymphoma.

Authors:  Miguel Alcoceba; Elena Sebastián; Luis Marín; Ana Balanzategui; M Eugenia Sarasquete; M Carmen Chillón; Cristina Jiménez; Noemí Puig; Rocío Corral; Emilia Pardal; Carlos Grande; José Luis Bello; Carmen Albo; Fátima de la Cruz; Carlos Panizo; Alejandro Martín; Eva González-Barca; M Dolores Caballero; Jesús F San Miguel; Ramón García-Sanz; Marcos González
Journal:  Blood       Date:  2013-07-10       Impact factor: 22.113

10.  Genetics of rheumatoid arthritis contributes to biology and drug discovery.

Authors:  Yukinori Okada; Di Wu; Gosia Trynka; Towfique Raj; Chikashi Terao; Katsunori Ikari; Yuta Kochi; Koichiro Ohmura; Akari Suzuki; Shinji Yoshida; Robert R Graham; Arun Manoharan; Ward Ortmann; Tushar Bhangale; Joshua C Denny; Robert J Carroll; Anne E Eyler; Jeffrey D Greenberg; Joel M Kremer; Dimitrios A Pappas; Lei Jiang; Jian Yin; Lingying Ye; Ding-Feng Su; Jian Yang; Gang Xie; Ed Keystone; Harm-Jan Westra; Tõnu Esko; Andres Metspalu; Xuezhong Zhou; Namrata Gupta; Daniel Mirel; Eli A Stahl; Dorothée Diogo; Jing Cui; Katherine Liao; Michael H Guo; Keiko Myouzen; Takahisa Kawaguchi; Marieke J H Coenen; Piet L C M van Riel; Mart A F J van de Laar; Henk-Jan Guchelaar; Tom W J Huizinga; Philippe Dieudé; Xavier Mariette; S Louis Bridges; Alexandra Zhernakova; Rene E M Toes; Paul P Tak; Corinne Miceli-Richard; So-Young Bang; Hye-Soon Lee; Javier Martin; Miguel A Gonzalez-Gay; Luis Rodriguez-Rodriguez; Solbritt Rantapää-Dahlqvist; Lisbeth Arlestig; Hyon K Choi; Yoichiro Kamatani; Pilar Galan; Mark Lathrop; Steve Eyre; John Bowes; Anne Barton; Niek de Vries; Larry W Moreland; Lindsey A Criswell; Elizabeth W Karlson; Atsuo Taniguchi; Ryo Yamada; Michiaki Kubo; Jun S Liu; Sang-Cheol Bae; Jane Worthington; Leonid Padyukov; Lars Klareskog; Peter K Gregersen; Soumya Raychaudhuri; Barbara E Stranger; Philip L De Jager; Lude Franke; Peter M Visscher; Matthew A Brown; Hisashi Yamanaka; Tsuneyo Mimori; Atsushi Takahashi; Huji Xu; Timothy W Behrens; Katherine A Siminovitch; Shigeki Momohara; Fumihiko Matsuda; Kazuhiko Yamamoto; Robert M Plenge
Journal:  Nature       Date:  2013-12-25       Impact factor: 49.962

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Review 2.  A review on SLE and malignancy.

Authors:  May Y Choi; Kelsey Flood; Sasha Bernatsky; Rosalind Ramsey-Goldman; Ann E Clarke
Journal:  Best Pract Res Clin Rheumatol       Date:  2017-11-10       Impact factor: 4.098

3.  Genetic overlap between autoimmune diseases and non-Hodgkin lymphoma subtypes.

Authors:  Lennox Din; Mohammad Sheikh; Nikitha Kosaraju; Karin Ekstrom Smedby; Sasha Bernatsky; Sonja I Berndt; Christine F Skibola; Alexandra Nieters; Sophia Wang; James D McKay; Pierluigi Cocco; Marc Maynadié; Lenka Foretová; Anthony Staines; Thomas M Mack; Silvia de Sanjosé; Timothy J Vyse; Leonid Padyukov; Alain Monnereau; Alan A Arslan; Amy Moore; Angela R Brooks-Wilson; Anne J Novak; Bengt Glimelius; Brenda M Birmann; Brian K Link; Carolyn Stewart; Claire M Vajdic; Corinne Haioun; Corrado Magnani; David V Conti; David G Cox; Delphine Casabonne; Demetrius Albanes; Eleanor Kane; Eve Roman; Giacomo Muzi; Gilles Salles; Graham G Giles; Hans-Olov Adami; Hervé Ghesquières; Immaculata De Vivo; Jacqueline Clavel; James R Cerhan; John J Spinelli; Jonathan Hofmann; Joseph Vijai; Karen Curtin; Karen H Costenbader; Kenan Onel; Kenneth Offit; Lauren R Teras; Lindsay Morton; Lucia Conde; Lucia Miligi; Mads Melbye; Maria Grazia Ennas; Mark Liebow; Mark P Purdue; Martha Glenn; Melissa C Southey; Morris Din; Nathaniel Rothman; Nicola J Camp; Nicole Wong Doo; Nikolaus Becker; Nisha Pradhan; Paige M Bracci; Paolo Boffetta; Paolo Vineis; Paul Brennan; Peter Kraft; Qing Lan; Richard K Severson; Roel C H Vermeulen; Roger L Milne; Rudolph Kaaks; Ruth C Travis; Stephanie J Weinstein; Stephen J Chanock; Stephen M Ansell; Susan L Slager; Tongzhang Zheng; Yawei Zhang; Yolanda Benavente; Zachary Taub; Lohith Madireddy; Pierre-Antoine Gourraud; Jorge R Oksenberg; Wendy Cozen; Henrik Hjalgrim; Pouya Khankhanian
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4.  Cell of origin in diffuse large B-cell lymphoma in systemic lupus erythematosus: molecular and clinical factors associated with survival.

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