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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.740083</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Consistent B Cell Receptor Immunoglobulin Features Between Siblings in Familial Chronic Lymphocytic Leukemia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kolijn</surname>
<given-names>P. Martijn</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1398063"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Muggen</surname>
<given-names>Alice F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ljungstr&#xf6;m</surname>
<given-names>Viktor</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Agathangelidis</surname>
<given-names>Andreas</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/704026"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wolvers-Tettero</surname>
<given-names>Ingrid L. M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Beverloo</surname>
<given-names>H. Berna</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1412163"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>P&#xe1;l</surname>
<given-names>Karol</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1445302"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hengeveld</surname>
<given-names>Paul J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1410092"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Darzentas</surname>
<given-names>Nikos</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hendriks</surname>
<given-names>Rudi W.</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/121010"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dongen</surname>
<given-names>Jacques J. M. van</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/651561"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rosenquist</surname>
<given-names>Richard</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1060215"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Langerak</surname>
<given-names>Anton W.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/29407"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center</institution>, <addr-line>Rotterdam</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Molecular Medicine and Surgery, Karolinska Institutet</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department&#xa0;of Clinical Genetics, Karolinska University Laboratory, Karolinska University Hospital</institution>, <addr-line>Solna</addr-line>, <country>Sweden</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Institute of Applied Biosciences, Centre for Research and Technology Hellas</institution>, <addr-line>Thessaloniki</addr-line>, <country>Greece</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Biology, School of Science, National and Kapodistrian University of Athens</institution>, <addr-line>Athens</addr-line>, <country>Greece</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Clinical Genetics, Erasmus MC, University Medical Center</institution>, <addr-line>Rotterdam</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>CEITEC &#x2013; Central European Institute of Technology, Masaryk University</institution>, <addr-line>Brno</addr-line>, <country>Czechia</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Department of Hematology, University Hospital Schleswig-Holstein</institution>, <addr-line>Kiel</addr-line>, <country>Germany</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Department of Pulmonary Medicine, Erasmus MC, University Medical Center</institution>, <addr-line>Rotterdam</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Department of Immunology</institution>, <addr-line>LUMC, Leiden</addr-line>, <country>Netherlands</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Guru Prasad Maiti, Oklahoma Medical Research Foundation, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Sergiu Pasca, Iuliu Ha&#x163;ieganu University of Medicine and Pharmacy, Romania; Alain Chebly, Saint Joseph University, Lebanon</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Anton W. Langerak, <email xlink:href="mailto:a.langerak@erasmusmc.nl">a.langerak@erasmusmc.nl</email> </p>
</fn>
<fn fn-type="equal" id="fn002">
<p>&#x2020;These authors share first authorship</p>
</fn>
<fn fn-type="other" id="fn003">
<p>This article was submitted to Hematologic Malignancies, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>740083</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Kolijn, Muggen, Ljungstr&#xf6;m, Agathangelidis, Wolvers-Tettero, Beverloo, P&#xe1;l, Hengeveld, Darzentas, Hendriks, Dongen, Rosenquist and Langerak</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Kolijn, Muggen, Ljungstr&#xf6;m, Agathangelidis, Wolvers-Tettero, Beverloo, P&#xe1;l, Hengeveld, Darzentas, Hendriks, Dongen, Rosenquist and Langerak</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Key processes in the onset and evolution of chronic lymphocytic leukemia (CLL) are thought to include chronic (antigenic) activation of mature B cells through the B cell receptor (BcR), signals from the microenvironment, and acquisition of genetic alterations. Here we describe three families in which two or more siblings were affected by CLL. We investigated whether there are immunogenetic similarities in the leukemia-specific immunoglobulin heavy (IGH) and light (IGL/IGK) chain gene rearrangements of the siblings in each family. Furthermore, we performed array analysis to study if similarities in CLL-associated chromosomal aberrations are present within each family and screened for somatic mutations using paired tumor/normal whole-genome sequencing (WGS). In two families a consistent IGHV gene mutational status (one IGHV-unmutated, one IGHV-mutated) was observed. Intriguingly, the third family with four affected siblings was characterized by usage of the lambda IGLV3-21 gene, with the hallmark R110 mutation of the recently described clinically aggressive IGLV3-21<sup>R110</sup> subset. In this family, the CLL-specific rearrangements in two siblings could be assigned to either stereotyped subset #2 or the immunogenetically related subset #169, both of which belong to the broader IGLV3-21<sup>R110</sup> subgroup. Consistent patterns of cytogenetic aberrations were encountered in all three families. Furthermore, the CLL clones carried somatic mutations previously associated with IGHV mutational status, cytogenetic aberrations and stereotyped subsets, respectively. From these findings, we conclude that similarities in immunogenetic characteristics in familial CLL, in combination with genetic aberrations acquired, point towards shared underlying mechanisms behind CLL development within each family.</p>
</abstract>
<kwd-group>
<kwd>CLL (Chronic Lymphocytic Leukemia)</kwd>
<kwd>Familial CLL</kwd>
<kwd>BCR stereotypy</kwd>
<kwd>IGLV3-21 R110</kwd>
<kwd>CLL development</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="11"/>
<word-count count="5306"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Chronic lymphocytic leukemia (CLL) is the most common leukemia in Western countries (<xref ref-type="bibr" rid="B1">1</xref>). Sex and age are important risk factors for CLL, with a two-fold increased risk of developing CLL for men compared to women and a median age at CLL diagnosis of around 70 years (<xref ref-type="bibr" rid="B2">2</xref>). Although no single genetic lesion drives CLL, a range of recurrent cytogenetic aberrations and somatic mutations have been identified in CLL (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Cytogenetic aberrations are common in CLL, with around 80% of CLL patients carrying at least one of the four common chromosomal alterations, i.e. del(13q), del(11q), del(17p) and trisomy 12 (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Of these four alterations, del(13q) is the most frequent and, as a sole aberration, is associated with indolent disease (<xref ref-type="bibr" rid="B6">6</xref>). Del(11q) and del(17p) are associated with an unfavorable prognosis, through loss of function of the <italic>ATM</italic> and <italic>TP53</italic> gene, respectively (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). Lastly, trisomy 12 is associated with an intermediate prognosis (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Several key whole-exome sequencing (WES) and whole-genome sequencing (WGS) studies have revealed over 50 recurrently mutated genes (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). However, the majority of these putative CLL driver mutations are present at low frequency (&lt;5% of cases), with only a handful of more common mutations in genes such as <italic>TP53</italic>, <italic>ATM</italic>, <italic>SF3B1, NOTCH1</italic> and <italic>BIRC3</italic> (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Another important facet of risk stratification of patients with CLL is the somatic hypermutation (SHM) status of the B cell receptor (BcR) immunoglobulin heavy variable (IGHV) gene (<xref ref-type="bibr" rid="B16">16</xref>). CLL patients with a mutated IGHV-gene (M-CLL), i.e. showing lower than 98% IGHV gene similarity to its closest germline counterpart, generally have a more indolent disease course than CLL patients with an unmutated IGHV gene with a germline identity equal to or above 98% (U-CLL) (<xref ref-type="bibr" rid="B2">2</xref>). Furthermore, stereotyped or (quasi)identical BcR IGs are observed in more than 40% of CLL patients (<xref ref-type="bibr" rid="B16">16</xref>). Patients with shared BcR IG motifs can be assigned to distinct stereotyped subsets associated with particular presentation and outcomes (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). One of the stereotyped subsets with the worst clinical outcome is subset #2 (IGHV3-21/IGLV3-21), which displays a mixed IGHV mutation status and an enrichment of <italic>SF3B1</italic> mutations (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>). An important new subset is the clinically aggressive IGLV3-21<sup>R110</sup> subset, which also includes subset #2, that is characterized by shared usage of the lambda IGLV3-21*01 or *04 allele, along with a hallmark substitution of Gly to Arg at amino acid position 110 at the very end of the IGLJ gene (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). The IGLV3-21*01 and *04 alleles encode a Lys at position 16 and two Asp residues at position 50 and 52 in the CDR2 region of the light chain variable region (VL), which interact with the R110 light chain residue, resulting in constitutive autostimulation of the BcR, putatively contributing to CLL pathogenesis (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Although the aforementioned genetic features mostly occur sporadically, evidence exists for germline predisposition for CLL (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B22">22</xref>). The incidence of CLL varies geographically, with highest incidence among individuals with European ancestry (<xref ref-type="bibr" rid="B23">23</xref>). This hereditary element of CLL is also reflected in familial predisposition, as relatives of CLL patients have an increased risk of developing CLL as well as other B-cell malignancies (<xref ref-type="bibr" rid="B24">24</xref>). Furthermore, monoclonal B-cell lymphocytosis (MBL), the asymptomatic pre-stage to CLL, is more often seen in first-degree relatives of CLL patients and is particularly common among healthy relatives of patients with high-risk familial CLL (i.e. families with two or more relatives with CLL) with a prevalence of around 15% among individuals older than 40 years (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Genome-wide association studies (GWAS) have captured part of this familial predisposition by screening for single nucleotide polymorphisms (SNP) associated with familial CLL, yielding low-risk SNPs distributed over nearly 30 loci (<xref ref-type="bibr" rid="B22">22</xref>,&#xa0;<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>In this context, through a combination of immunogenetic, SNP-array and WGS analysis, we here aimed to gain insight into the contribution of BcR composition, cytogenetic aberrations and CLL driver mutations to familial CLL occurrence by studying three families with multiple siblings diagnosed with CLL.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Samples</title>
<p>Peripheral blood was obtained from ten CLL patients from three families (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Informed consent was provided in accordance with the declaration of Helsinki and the study was approved by the hospital medical ethics committee (METC2015-741). Familial connection was confirmed through STR analysis. Peripheral blood mononuclear cells (PBMCs) were isolated by Ficoll Paque (GE Healthcare, Little Chalfont, UK) gradient centrifugation. CLL cells and T lymphocytes were sorted from PBMCs using a FACSAria cell sorter (BD Biosciences, San Jose, CA, USA). Immediately after sorting, cells were lysed in RLT+ buffer (Qiagen, Valencia, CA, USA) complemented with &#x3b2;-mercapto-ethanol and stored at -80&#xb0;C until further processing. DNA and RNA was isolated with the DNA/RNA/miRNA easy kit (Qiagen) according to the manufacturer&#x2019;s protocol. In the event that DNA was isolated from total PBMC, spin-column kits and the QIAcube platform (Qiagen) were used. cDNA was synthesized using the SuperScript&#x2122; III First-Strand Synthesis System (Thermo&#xa0;Fisher Scientific, Waltham, MA, USA), according to manufacturer&#x2019;s instructions.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Family trees and BcR IG characteristics of familial CLL cases. <bold>(A)</bold> Family 1 consists of two brothers and two sisters who carry mutated IGHV genes. <bold>(B)</bold> Family 2 consists of two brothers who both carry unmutated IGHV genes. <bold>(C)</bold> Family 3 consists of two brothers and two sisters. In all four siblings, the CLL clone utilizes the IGLV3-21*04 gene with the characteristic R110 mutation and the K16 and YDSD motifs. Additionally, siblings 3B and 3C express similar IGHV genes, i.e. IGHV3-21 and IGHV3-48, and belong to stereotyped subsets #2 and #169, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-740083-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>IG Gene Rearrangement Analysis</title>
<p>Immunoglobulin heavy (IGH) and IG kappa/lambda (IGK/IGL) gene rearrangements were amplified from 100 ng gDNA isolated from the total PBMC fraction with multiplex PCR utilizing the BIOMED-2 IGH primers and IG light chain consensus primers, following ERIC guidelines (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). Clonal PCR products were separated by heteroduplex gel electrophoresis and were purified by gel extraction. Rearrangements were determined through Sanger sequencing on an ABI 3130xl instrument (ThermoFisher Scientific, Waltham, MA, USA). Sequencing results were analyzed using the IMGT/V-QUEST tool on the IMGT website (<uri xlink:href="http://www.imgt.org">www.imgt.org</uri>, version 3.3.1). Stereotyped subsets were defined by the following parameters: (1) usage of IGHV genes from the same phylogenetic clan, (2) a minimum of 50% amino acid identity and 70% similarity within the heavy chain CDR3, (3) identical heavy chain CDR3 length and, (4) identical offset of the shared amino acid pattern (<xref ref-type="bibr" rid="B28">28</xref>). The IGLV3-21<sup>R110</sup> mutation was confirmed using IGLV3-21 primers on cDNA for 3 out of 4 members of family 3. As no RNA was available for sibling 3C, the R110 mutation was instead confirmed based on the WGS results analyzed by an extension of the ARResT/Interrogate immunoprofiler for the analysis of IG/TR rearrangements in non-amplicon sequencing data such as from WGS, WES and RNA-seq (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
</sec>
<sec id="s2_3">
<title>SNP Array Analysis</title>
<p>Two hundred fifty ng of genomic DNA was used for single nucleotide polymorphism (SNP) array analysis on the Illumina Human OmniExpress Beadchip (Illumina, San Diego, CA, USA). Data were analyzed with Beadstudio software (Illumina). The log R ratio and B allele frequency data were analyzed using Nexus Copy Number (Nexus BioDiscovery, El Segundo, CA, USA). The results were compared with a database of known copy-number variations (Department of Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands) and a public copy-number variations dataset containing approximately 3500 healthy controls (dataset of genomic variants). The affected locations detected were analyzed in Ensembl Genome Browser 95 (<uri xlink:href="http://www.ensembl.org">www.ensembl.org</uri>) and screened for loci previously linked to CLL in GWAS studies. The used SNP array contained more than 700K probes, and the genome was analyzed with an average resolution of 150 kb, or smaller when it contained at least 10 consecutive probes.</p>
</sec>
<sec id="s2_4">
<title>Whole-Genome Sequencing</title>
<p>One hundred ng of genomic DNA was used for construction of WGS libraries using the TruSeq Nano Kit (Illumina Inc.) and sequenced in paired-end mode (2x150bp) on the Illumina HiSeqX Ten system (Illumina Inc.) with 30&#xd7; target coverage. The bcl files were converted to FASTQ using bcl2fastq and subsequently processed using Piper, a pipeline built on top of GATK queue. Reads from each library were aligned to the Grch37 reference genome using BWA mem and merged and de-duplicated using Picard. Re-alignment around known and novel indel-sites was performed with GATK. All SAM/BAM-conversion steps were completed using SAMtools. Germline samples (T-lymphocytes or PBMC) were compared to reference genome GRCh37 using GATK. However, as the PBMC samples also included CLL cells, no distinction could be made between somatic mutations or novel germline variants for these patients; instead, the PBMC samples of patients 1B and 2B were used to confirm if germline variants identified in sibling(s) were shared. Somatic variation in CLL clone <italic>vs</italic> germline was annotated by the Strelka2 Small Variant Caller. The Variant Call Format (VCF) files were filtered for PASS variants, annotated with VEP and converted to Mutation Annotation Format (MAF) files using VCF2MAF. MAF-files were analyzed using the maftools R package (<xref ref-type="bibr" rid="B38">38</xref>). Somatic mutations in CLL-associated genes were annotated by the Ensembl Variant Effect Predictor (VEP, ensembl.org/info/docs/tools/vep/index.html). The panel of CLL driver genes was based on landmark WGS and WES studies (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B12">12</xref>), for the full panel see <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. Additional screening was then performed for genes in KEGG pathways related to DNA replication, DNA repair, BcR, p53 signaling, cell cycle and the spliceosome. Germline variants were filtered based on clinical significance in ClinVar (<uri xlink:href="https://www.ncbi.nlm.nih.gov/clinvar/">https://www.ncbi.nlm.nih.gov/clinvar/</uri>), allele frequency, SIFT, PolyPhen and CADD score. All somatic mutations were screened for disease recurrence in CLL and cancer in COSMIC (<xref ref-type="bibr" rid="B39">39</xref>) (cancer.sanger.ac.uk) and Intogen (<uri xlink:href="http://www.intogen.org">www.intogen.org</uri>). The WGS dataset and immunogenetic sequencing data are available upon request to the corresponding author through the SciLifeLab repository (DOI: 10.17044/scilifelab.14932062).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Families With Multiple CLL Patients</title>
<p>In family 1 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) four (out of a total ten) siblings, i.e. two brothers and two sisters, suffered from CLL. They were diagnosed at advanced age [85 (1A), 86 (1B), 79 (1C), and 60 (1D)] and were followed until late age (98, 91, 84 and 82 years, respectively) (<xref ref-type="bibr" rid="B40">40</xref>). All ten siblings grew up on a Dutch farm, where cattle breeding and agriculture were practiced. No record was kept of pesticide use at the farm. All of the other six siblings had passed away at time of inclusion, without showing clinical signs of hematological or immunological disease. Both male patients (1A and 1B) moved out during adolescence, while the female patients 1C and 1D remained at the farm until they were middle-aged. Only patient 1A, who also presented with lymphadenopathy, received treatment for CLL (chlorambucil), twelve years after diagnosis (<xref ref-type="bibr" rid="B40">40</xref>). The two brothers of family 2 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) were diagnosed with CLL at age 77 (2A) and 71 (2B) years. Family 3 also consisted of two brothers and two sisters with CLL, who were diagnosed in the age range from 64 until 81 years (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Sibling 3B was treated with fludarabine. Members of both family 2 and family 3 had the Dutch nationality and were Caucasian. Additional clinical data and descriptive information were unfortunately not available for families 2 and 3.</p>
</sec>
<sec id="s3_2">
<title>Familial CLL Shows Consistent BcR IG Characteristics</title>
<p>Through IG Sanger sequencing of genomic DNA from total PBMC fractions from CLL patients in each of the three CLL families, we discovered strikingly similar immunogenetic features within each family (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). For family 1, a consistent somatic hypermutation (SHM) status of the IGHV gene was observed, with each of the four siblings harboring a M-CLL clone with an IGHV gene germline identity below 98% (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Moreover, two siblings, 1B and 1D had multiple CLL clones, each of which expressed a mutated IGHV gene. Although CLL is generally of monoclonal origin, multiple productive IGH rearrangements have been observed in around 2% of CLL cases (<xref ref-type="bibr" rid="B16">16</xref>). These can arise from a single CLL clone (biallelic rearrangement) or reflect biclonal CLL disease (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Interestingly, family member 1D appeared to have biclonal CLL consisting of a SmIg&#x3ba;+ and a SmIg&#x3bb;+ CLL clone as determined by flow cytometry (data not shown). Since we detected three productive IGH rearrangements, one of the two CLL clones likely expresses two IGH alleles. The multiple productive IGH rearrangements identified for family member 1B may also be biallelic but could not be discerned as only one rearranged Ig light chain gene was expressed. Previously, multiple additional IGH bands were detected for these family members in Southern blot analysis (<xref ref-type="bibr" rid="B40">40</xref>), but these were now all found to be unproductive. Altogether, family 1 is characterized by M-CLL, with multiple productive and unproductive rearrangements in two individuals.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Overview of BcR IG sequencing results.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Family member</th>
<th valign="top" align="center">Stereotyped subset</th>
<th valign="top" align="center">IGHV gene</th>
<th valign="top" align="center">HCDR3</th>
<th valign="top" align="center">IGLV/IGKV gene</th>
<th valign="top" align="center">LCDR3</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>1A</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V1-3</td>
<td valign="top" align="center">CARGVRFLEFLLYGDDAFDIW</td>
<td valign="top" align="center">IGKV1-33<break/>IGK1-9</td>
<td valign="top" align="center">CQQYDNLPPALATVCQQVNSYPRITF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>1B</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V4-34<break/>V3-15</td>
<td valign="top" align="center">CARSLVVPAAYGPNSWFDSW<break/>CATGGHCGGACYSPYFDYW</td>
<td valign="top" align="center">IGLV2-18</td>
<td valign="top" align="center">CSLYTGTKTIF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>1C</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V3-7</td>
<td valign="top" align="center">CAKHDNTGDFHLDNW</td>
<td valign="top" align="center">IGKV1-16<break/>IGLV2-11</td>
<td valign="top" align="center">CQQYNSYPALTF<break/>CCSYAGSHTYVF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>1D</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V1-8<break/>V2-5<break/>V3-15</td>
<td valign="top" align="center">CARHPSRRCSGDFCSTGNWFDPW<break/>CLGHWVRGIMTPFDYW<break/>CNYYVMDVW</td>
<td valign="top" align="center">IGKV3-20<break/>IGLV2-14</td>
<td valign="top" align="center">CQQYGSSPNTF<break/>CSSYTSSNTLVF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2A</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V4-31</td>
<td valign="top" align="center">CARLLAGLHYYYYYAMDVW</td>
<td valign="top" align="center">IGKV1-33</td>
<td valign="top" align="center">CQQYDNLPPYTF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2B</bold>
</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">V4-34</td>
<td valign="top" align="center">CARERRDSNYGSGIFYYYYGMDVW</td>
<td valign="top" align="center">IGKV4-1</td>
<td valign="top" align="center">CQQYYSTPRTF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3A</bold>
</td>
<td valign="top" align="center">IGLV3-21<sup>R110</sup>
</td>
<td valign="top" align="center">V1-46</td>
<td valign="top" align="center">CARAWSSAWKYYFDY</td>
<td valign="top" align="center">IGLV3-21</td>
<td valign="top" align="center">CQVWDSGSDHPWVF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3B</bold>
</td>
<td valign="top" align="center">IGLV3-21<sup>R110</sup>/#169</td>
<td valign="top" align="center">V3-48</td>
<td valign="top" align="center">CARDGVGAPY</td>
<td valign="top" align="center">IGLV3-21</td>
<td valign="top" align="center">CQVWDSGTDHPWVF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3C</bold>
</td>
<td valign="top" align="center">IGLV3-21<sup>R110</sup>/#2</td>
<td valign="top" align="center">V3-21</td>
<td valign="top" align="center">CARDQNGMDV</td>
<td valign="top" align="center">IGLV3-21</td>
<td valign="top" align="center">CQVWDSSSDHPWVF</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3D</bold>
</td>
<td valign="top" align="center">IGLV3-21<sup>R110</sup>
</td>
<td valign="top" align="center">V3-48</td>
<td valign="top" align="center">CARDGGPCGDCYQ</td>
<td valign="top" align="center">IGLV3-21</td>
<td valign="top" align="center">CLVWDSGSDHPYVF</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In family 2, both siblings expressed unmutated IGHV genes (U-CLL). Notably, each sibling expressed IGHV4 (IGHV4-31 or IGHV4-34), IGHJ6 and IGK light chain genes, but no BcR IG stereotypy was observed (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Hence, the key defining feature of family 2 is the U-CLL type.</p>
<p>Finally, the CLL clone of all siblings of family 3 expressed an IGHV gene with (near) borderline IGHV mutational status (germline identity ranging from 96.4 - 98.2%; borderline IGHV mutational status is classically defined as 97-97.9% germline identity) (<xref ref-type="bibr" rid="B43">43</xref>). Notably, the CLL clone in all four siblings utilized the lambda IGLV3-21*04 gene, suggestive of membership of the recently discovered IGLV3-21<sup>R110</sup> subset (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>), which usually has a borderline mutation status. As the BIOMED-2 IGLV/IGLJ light chain consensus primers did not capture the essential final nucleotide of the IGLJ gene to verify the R110 status, we repeated sequencing with adapted primers on cDNA in cases where RNA was available. We confirmed the somatic R110 mutation and germline configuration of the K16 and YDSD motifs in all four members of family 3 (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). Regarding the heavy chain, two family members (3B and 3C) belonged to the closely related and clinically aggressive subsets #2 and #169, respectively (<xref ref-type="bibr" rid="B44">44</xref>). The respective IGHV genes of these heavy chain stereotypic CLL subsets, IGHV3-21 and IGHV3-48, were 97% identical. The CLL clone of sibling 3B also expressed the IGHV3-48 gene, though the variable heavy CDR3 (VH CDR3) of this patient did not match a stereotyped subset (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Thus, family 3 is paradigmatic for the IGLV3-21<sup>R110</sup> subset with a borderline IGHV mutation status.</p>
</sec>
<sec id="s3_3">
<title>CLL Families Show Similar Genomic Profiles</title>
<p>To further explore the genomic profiles in these immunogenetically paradigmatic families, we utilized SNP array analysis. We detected genomic aberrations in all three families (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). For family 1 and 3 we observed the most common deletion in CLL, del(13q), in the CLL clone(s) of all members, whereas the two brothers of family 2 carried trisomy 12. Additionally, sibling 3C carried del(11q), which is in line with previous reports of subset #2 patients having an increased incidence of 11q deletions (<xref ref-type="bibr" rid="B45">45</xref>). Lastly, sibling 1C carried a 2q34-2q35 deletion, a chromosomal aberration not previously associated with CLL, though deletions of 2q37 encompassing <italic>SP140</italic> and <italic>SP110</italic> have been reported (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Furthermore, the SNP array revealed a distinct loss of heterozygosity (LOH) profile for each family, composed of loci previously linked to CLL in GWAS (<xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Table&#xa0;3</bold>
</xref>) (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). All three families shared LOH in the MHC locus (6p22.1) and the <italic>CASP8</italic> and <italic>CASP10</italic> locus (2q33.1). LOH of chromosome region 11q22.3, where the <italic>ATM</italic> gene is located, was detected in members of family 1. Additionally, we observed LOH of 14q32.2-q32.33 in family 2, which is interesting as 10% of CLL patients with trisomy 12 were previously observed to have an additional translocation in 14q32 (<xref ref-type="bibr" rid="B11">11</xref>). Furthermore, we observed LOH in the 2q22.1 locus in family 2 and family 3, which was recently identified as a novel CLL risk locus using shared genomic segment analysis and was found to include the full <italic>CXCR4</italic> gene. Although there were no cytogenetic data available, we have used SNP array data to define genomic complexity. In none of the patients a high genomic complexity was indicated (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), defined as 5 or more unbalanced aberrations according to Leeksma et&#xa0;al. (<xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>). Only two patients (1C and 3C) presented with three or four aberrations (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). In conclusion, SNP-array analysis revealed shared CLL-associated chromosomal aberrations within each family and LOH in several CLL risk loci, and no complex karyotype cases in any of the families.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Cytogenetic aberrations encountered for each of the three families.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Family member</th>
<th valign="top" align="center">del(13q)</th>
<th valign="top" align="center">+12</th>
<th valign="top" align="center">del(11q)</th>
<th valign="top" align="center">del(17p)</th>
<th valign="top" align="center">del(2)(q34q35)</th>
<th valign="top" align="center">total abberations*</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Sibling 1A</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 1B</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 1C</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 1D</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 2A</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 2B</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 3A</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 3B</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 3C</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">Sibling 3D</td>
<td valign="top" align="left">yes</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*Total number of aberrations &gt;5 Mb, including the recurrent FISH aberrations shown here.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Whole-Genome Sequencing Identifies Germline Variants in CLL-Related Pathways in All Three Families</title>
<p>To investigate somatic mutations in the CLL clones and review potential contributing germline variants, we performed WGS on both sorted CLL samples and normal T cells of all three families. Unfortunately, for patients 1B, 2B and 3B, sufficient CLL-derived genomic material for WGS was not available (<xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). However, for patient 1B and 2B, we were able to sequence leftover DNA from unsorted PBMCs, allowing us to screen for potential shared germline variants that were found in the families or their members. We performed an initial screen for germline variants and somatic mutations and in CLL driver genes previously identified in WGS and WES studies and then followed up with KEGG pathway analysis to screen for novel CLL-related genes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF6">
<bold>Supplementary Table&#xa0;5</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Somatic mutations and germline variants detected by whole genome sequencing of the CLL families. In this figure, both germline variants <bold>(A)</bold> and somatic genetic alterations <bold>(B)</bold> detected in the CLL families are shown. The genes highlighted in bold text are genes, which have previously been identified as CLL driver genes. Genes that are not in bold text were identified during KEGG pathway analysis. Only mutations/variants with likely functional consequences related to CLL development are shown; mutations/variants that were previously reported to be benign or evaluated as benign by variant effect predictors were not shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-740083-g002.tif"/>
</fig>
<p>First, we catalogued the germline variants in each of the families. We identified a germline frameshift deletion in <italic>CHEK2</italic> (p.T410Mfs*15) in siblings 1A, 1B and 1D, but not in sibling 1C (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF6">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). Deleterious germline CHEK2 variants have been associated with an increased risk of developing primarily breast cancer and colorectal cancer (<xref ref-type="bibr" rid="B50">50</xref>). Moreover, somatic <italic>CHEK2</italic> alterations have been reported in CLL (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Additionally, we identified a rare germline missense variant (p.R325C) in <italic>PIK3R3</italic> in sibling 1A, 1C and 1D, but not in sibling 1B. <italic>PIK3R3</italic> is a regulatory subunit of phosphatidylinositol 3-kinase (PI3K) and thus an essential part of the <italic>PI3K/AKT</italic> signaling pathway involved in cell survival and proliferation (<xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>).</p>
<p>Notably, we observed a rare germline missense variant in <italic>NFKBIA</italic> (p.T185M) in both siblings of family 2, predicted to be pathogenic by variant effect predictor tools. <italic>NFKBIA</italic> inhibits NF-&#x3ba;B/REL complexes during inflammatory response. <italic>NFKBIA</italic> is also a part of the BcR signaling pathway (<xref ref-type="bibr" rid="B55">55</xref>). In family 3, sibling 3A and 3C carried a germline missense variant in the <italic>ERCC6</italic> gene (p.R666C), which encodes a protein involved in the base excision repair pathway. Altogether, some interesting germline variants were observed, but many were of unknown significance and most variants were not shared by all siblings with CLL, making a strong causal relationship in familial CLL less straightforward than for previously described somatic mutations in CLL.</p>
</sec>
<sec id="s3_5">
<title>Known and Novel Somatic Mutations in CLL-Driver Genes and Related Pathways in All Three Families</title>
<p>Next, we characterized somatic mutations specific to the CLL clone (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). We encountered a somatic frameshift deletion and missense mutation in <italic>ATM</italic> in sibling 1A, which in combination with the LOH of chromosome region 11q22.3 results in bi-allelic loss of <italic>ATM</italic>. This same clone had an additional p.G13D somatic missense <italic>KRAS</italic> mutation and a somatic frameshift deletion in the <italic>BAX</italic> gene. Lastly, we observed a somatic missense mutation (p.D470H) in sibling 1A in the <italic>PRKCB</italic> gene, involved in many different signaling pathways, including B-cell activation.</p>
<p>The CLL clone of sibling 1C carried two somatic missense mutations of interest, a p.D594N mutation in <italic>BRAF</italic> previously observed in CLL, and a novel <italic>CD19</italic> mutation (p.L495P). Sibling 1D presented with biclonal CLL, one SmIg&#x3ba;<sup>+</sup> and one SmIg&#x3bb;<sup>+</sup> CLL clone. In each CLL clone, a known CLL driver gene was affected; the IGK+ clone carried a truncating mutation in <italic>MED12</italic> (<xref ref-type="bibr" rid="B56">56</xref>), while the IGL<sup>+</sup> clone carried a missense mutation at the CLL hotspot (L273P) in <italic>MYD88</italic> (<xref ref-type="bibr" rid="B57">57</xref>). Furthermore, we observed a somatic missense mutation (p.G2R) in both the SmIg&#x3ba;<sup>+</sup> and SmIg&#x3bb;<sup>+</sup> clones in <italic>LYN</italic>, a gene directly downstream of the BcR.</p>
<p>In family member 2A we detected somatic frameshift deletions in <italic>FBXW7</italic> and <italic>NOTCH1</italic> and a missense mutation in <italic>KRAS</italic>, all of which have been previously associated with the occurrence of trisomy 12 in CLL (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B58">58</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>). Unfortunately, the lack of somatic data from patient 2B prevented us from confirming if the somatic mutational profile matched between siblings.</p>
<p>In family 3, we observed a somatic mutation in one of the CLL hotspots (p.G742D) of <italic>SF3B1</italic> for sibling 3A. <italic>SF3B1</italic> mutations are common in CLL and particularly associated with subset #2 and the IGLV3-21<sup>R110</sup> subset (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Sibling 3C carried somatic mutations in several low-frequency mutated genes in CLL: <italic>IGLL5</italic>, <italic>DYRK1A</italic> and <italic>BAZ2A</italic> (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The somatic mutation in <italic>IGLL5</italic> is likely the result of aberrant SHM (<xref ref-type="bibr" rid="B61">61</xref>). Additionally, sibling 3C carried a somatic truncating mutation in <italic>RPA2</italic>, a gene involved in DNA replication and repair. In contrast, no noteworthy somatic mutations were observed in sibling 3D.</p>
<p>In summary, the WGS results yielded several somatic mutations in recurrently mutated genes in CLL, as well as four germline variants in genes in CLL-associated pathways, though there was limited overlap in the genes affected by the somatic mutations in members within and across families.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we describe three families that represent distinct immunogenetic subgroups of CLL, presenting a unique opportunity to study the contribution of genetics and immunogenetics in CLL pathobiology. Each of the three families developed CLL with a consistent IGHV SHM status, encompassing one of three prototypes of the IGHV SHM spectrum: i.e. U-CLL, M-CLL and borderline mutated CLL. While families 1 and 2 reflect the M-CLL and U-CLL subgroups, respectively, family 3 presented with borderline mutated CLL and all family members carried the lambda IGLV3-21 light chain. Furthermore, family 3 expressed the IGLV3-21*04 allele and displayed the R110 mutation characteristic of the IGLV3-21<sup>R110</sup> subset. This light chain was paired with a stereotyped VH CDR3 of the immunogenetically related subsets #2 and #169, both of which belong to the broader IGLV3-21<sup>R110</sup> category. We observed distinct profiles of genetic alterations for each of these families, with further unique somatic mutations for each sibling. While our results are consistent with previous associations between IGHV SHM mutational status and specific genetic aberrations in CLL driver genes, the similarities in (immuno)genetic features within each family highlight their important contribution to the onset and evolution of familial CLL.</p>
<p>The dichotomy between U-CLL and M-CLL is thought to originate from the B-cell maturation process after antigen activation (<xref ref-type="bibr" rid="B62">62</xref>). For M-CLL, the antigen-activated B cell follows the traditional path of T cell-dependent germinal center B cell maturation. For U-CLL, the antigen-activated B cell is thought to mature largely independent of the T cell influence (<xref ref-type="bibr" rid="B62">62</xref>). Throughout these processes, chronic antigenic stimulation through (auto)antigens would keep the B cell in a constant state of activation. For the IGLV3-21<sup>R110</sup> subset, this constant activation is most probably the result of autostimulation through BcR aggregates on the cell surface.</p>
<p>As would have been expected based on the association of IGLV3-21 with CLL with limited SHM activity, the IGLV3-21<sup>R110</sup> subset is characterized by a (near) borderline mutational status (<xref ref-type="bibr" rid="B63">63</xref>). Correspondingly, no cases of IGLV3-21<sup>R110</sup> with 100% IGHV germline identity have been encountered, thus supporting SHM as the mechanism for the introduction of the somatic R110 mutation (<xref ref-type="bibr" rid="B20">20</xref>). The IGHV germline identities of the IGLV3-21<sup>R110</sup> CLL family 3 follow a similar pattern, ranging from a germline identity of 96.4% to 98.2%. Interestingly, usage of the IGLV3-21*01 or *04 alleles gives an inherent risk of IGLV3-21<sup>R110</sup>-related CLL, due to the germline presence of the K16 and YDSD motifs (<xref ref-type="bibr" rid="B20">20</xref>). Our findings in the current study would support the theory that this inherent risk contributes to the increased incidence of CLL among relatives of CLL patients.</p>
<p>We additionally observed a somatic mutation in <italic>SF3B1</italic> for sibling 3A. <italic>SF3B1</italic> mutations are common in CLL and particularly associated within the IGLV3-21<sup>R110</sup> subset (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). As the SF3B1 protein is a component of the spliceosome, we screened for additional mutations in the spliceosome pathway. We discovered that sibling 3C carried a splice site alteration in <italic>SF3B2</italic>. Unlike <italic>SF3B1</italic>, <italic>SF3B2</italic> has never been independently linked to CLL. The finding of a splice site alteration in <italic>SF3B2</italic> in sibling 3C suggests that the alterations in other genes involved in the spliceosome may be relevant for the IGLV3-21<sup>R110</sup> subset as well, although this awaits further confirmation in larger cohorts.</p>
<p>We identified several germline variants of unknown significance (VUS) in each of the families by KEGG pathway analysis. Family 1 presented with germline variants in <italic>CHEK2</italic> and <italic>PI3KR3</italic>, while family 2 carried a germline variant in <italic>NFKBIA</italic> and two siblings of family 3 carried a germline variant in <italic>ERCC6</italic>. <italic>CHEK2</italic> is a gene associated with DNA damage and repair as well as cell cycle regulation and apoptosis in response to DNA damage (<xref ref-type="bibr" rid="B51">51</xref>). Somatic <italic>CHEK2</italic> mutations have been identified as putative CLL drivers, while <italic>CHEK2</italic> germline variants have recently been indicated as a novel predisposition gene in CLL, implying that CLL may belong to the spectrum of malignancies associated with germline variant in CHEK2 (<xref ref-type="bibr" rid="B54">54</xref>). In addition, three out of four siblings with CLL carried a rare germline variant in <italic>PIK3R3</italic>, an essential component of the PI3K/AKT signaling pathway. Recently, altered activation of the PI3K/AKT signaling-pathway was identified as a critical component of sustained proliferation and survival in CLL (<xref ref-type="bibr" rid="B64">64</xref>). During this process, autonomous autoreactive BcR signaling typically converges with activation of the PI3K/AKT signaling-pathway (<xref ref-type="bibr" rid="B64">64</xref>). While germline variants in components of the PI3K/AKT pathway could theoretically contribute to this aspect of CLL development, no convincing supporting evidence for a role of any germline variant has this far been reported. NFKBIA is part of the NF-&#x3ba;B and BcR signaling pathways and its expression has been suggested as a biomarker for risk stratification in DLBCL (<xref ref-type="bibr" rid="B55">55</xref>). <italic>ERCC6</italic> has a role in base excision repair, particularly during transcription.</p>
<p>Our study was limited by its sample size as well as by the amount of material available for each patient. Additionally, clinical follow up data was not available for family 2 and 3 and no material was available from healthy family members. Lastly, the absence of conventional chromosomal analysis may have affected the identification of complex rearrangements (&gt;3 abnormalities), a prognostic factor in CLL, although we feel that based on SNP array data we could exclude the occurrence of complex karyotype cases. Nevertheless, we feel that the three families are paradigmatic for the main CLL subgroups and as such provide a platform for further studies into the link between immunogenetics and genetic predisposition. That said, environmental factors like pesticides, herbicides and pathogens could be relevant risk factors in familial CLL as well. This would especially apply to the siblings of family 1, who all grew up on the same farm (<xref ref-type="bibr" rid="B65">65</xref>). Unfortunately, as no toxicological or biological measurements were done, the contribution of these factors to CLL development in family 1 remains unclear.</p>
<p>In summary, we evaluated immunogenetic, cytogenetic, germline and somatic lesions in familial CLL. In each family, a consistency of IGHV mutational status was observed, with the particularly intriguing finding that all individuals in one of the families belonged to the IGLV3-21<sup>R110</sup> CLL subset. Furthermore, we highlight the co-occurrence of specific genetic aberrations and germline variants within each family, pointing towards shared underlying mechanisms in CLL development. Our data warrants a more comprehensive evaluation of this potential association between germline predisposition and immunogenetic features in the development of CLL.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <uri xlink:href="https://figshare.com/s/f8576aca6650fab99393">https://figshare.com/s/f8576aca6650fab99393</uri>, 10.17044/scilifelab.14932062.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Erasmus MC Medical Ethics Review Committee. The patients/participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>AM and IW-T performed the experiments. PK, AM, VL, KP, and ND analyzed the data. AA validated CLL subsets. PK, AM, VL, RR, and AL interpreted results. PK and AL wrote the manuscript. AM, VL, AA, PH, KP, ND, HB, RH, JD, and RR critically reviewed and edited the manuscript. AL designed and supervised the study. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The SNP&amp;SEQ Platform is also supported by the Swedish Research Council and the Knut and Alice Wallenberg Foundation. RR is supported by SciLifeLab, the Swedish Cancer Society, the Swedish Research Council, the Knut and Alice Wallenberg Foundation, Karolinska Institutet, Karolinska University Hospital, and Radiumhemmets Forskningsfonder, Stockholm. PK and AL are supported by a EU TRANSCAN-2/Dutch Cancer Society grant (179;NOVEL consortium).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors gratefully acknowledge Birna Thorvaldsdottir for academic discussion. Sequencing was performed by the SNP&amp;SEQ Technology Platform in Uppsala. The facility is part of the National Genomics Infrastructure (NGI) Sweden and Science for Life Laboratory.</p>
</ack>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2021.740083/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2021.740083/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.jpeg" id="SF1" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Validation of the IGLV3-21*04<sup>R110</sup> mutation in family 3. Identification of the IGL rearrangement in WGS data of sibling 3C by the ARResT/Interrogate immunoprofiler (upper segment) and a complimentary view in Integrated Genome Viewer (IGV, lower segment) highlighting the g&gt;c missense mutation at the last base in IGLJ3 resulting in the G110R substitution.</p>
</caption>
</supplementary-material>
  <supplementary-material xlink:href="Table_1.xlsx" id="SF2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Overview of CLL driver genes and KEGG pathways used to analyze the WGS data.</p>
</caption>
</supplementary-material>
  <supplementary-material xlink:href="Table_2.xlsx" id="SF3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Genomic profile for CLL loci for each family</p>
</caption>
</supplementary-material>
  <supplementary-material xlink:href="Table_3.xlsx" id="SF4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;3</label>
<caption>
<p>Samples utilized for WGS.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_4.pdf" id="SF5" mimetype="application/pdf">
<label>Supplementary Table&#xa0;4</label>
<caption>
<p>SNP array analysis results with relevant aberrations for complex karyotypes indicated.</p>
</caption>
</supplementary-material>
  <supplementary-material xlink:href="Table_5.xlsx" id="SF6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;5</label>
<caption>
<p>Overview of somatic mutations and germline variants that likely contribute to CLL pathogenesis.</p>
</caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hallek</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Chronic Lymphocytic Leukemia: 2020 Update on Diagnosis, Risk Stratification and Treatment</article-title>. <source>Am J Hematol</source> (<year>2019</year>) <volume>94</volume>(<issue>11</issue>):<page-range>1266&#x2013;87</page-range>. doi: <pub-id pub-id-type="doi">10.1002/ajh.25595</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kipps</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Stevenson</surname> <given-names>FK</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Croce</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Packham</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wierda</surname> <given-names>WG</given-names>
</name>
<etal/>
</person-group>. <article-title>Chronic Lymphocytic Leukaemia</article-title>. <source>Nat Rev Dis Primers</source> (<year>2017</year>) <volume>3</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrdp.2016.96</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baliakas</surname> <given-names>P</given-names>
</name>
<name>
<surname>Jeromin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Iskas</surname> <given-names>M</given-names>
</name>
<name>
<surname>Puiggros</surname> <given-names>A</given-names>
</name>
<name>
<surname>Plevova</surname> <given-names>K</given-names>
</name>
<name>
<surname>Nguyen-Khac</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Cytogenetic Complexity in Chronic Lymphocytic Leukemia: Definitions, Associations, and Clinical Impact</article-title>. <source>Blood</source> (<year>2019</year>) <volume>133</volume>(<issue>11</issue>):<page-range>1205&#x2013;16</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2018-09-873083</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Landau</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Tausch</surname> <given-names>E</given-names>
</name>
<name>
<surname>Taylor-Weiner</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>C</given-names>
</name>
<name>
<surname>Reiter</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Bahlo</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Mutations Driving CLL and Their Evolution in Progression and Relapse</article-title>. <source>Nature</source> (<year>2015</year>) <volume>526</volume>(<issue>7574</issue>):<page-range>525&#x2013;30</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature15395</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dohner</surname> <given-names>H</given-names>
</name>
<name>
<surname>Stilgenbauer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Benner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Leupolt</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kr&#xf6;ber</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bullinger</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Genomic Aberrations and Survival in Chronic Lymphocytic Leukemia</article-title>. <source>New Engl J Med</source> (<year>2000</year>) <volume>343</volume>(<issue>26</issue>):<page-range>1910&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1056/NEJM200012283432602</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname> <given-names>U</given-names>
</name>
<name>
<surname>Lia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Crespo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>R</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Mo</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>The DLEU2/miR-15a/16-1 Cluster Controls B Cell Proliferation and Its Deletion Leads to Chronic Lymphocytic Leukemia</article-title>. <source>Cancer Cell</source> (<year>2010</year>) <volume>17</volume>(<issue>1</issue>):<fpage>28</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ccr.2009.11.019</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dohner</surname> <given-names>H</given-names>
</name>
<name>
<surname>Stilgenbauer</surname> <given-names>S</given-names>
</name>
<name>
<surname>James</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Benner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Weilguni</surname> <given-names>T</given-names>
</name>
<name>
<surname>Bentz</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>11q Deletions Identify a New Subset of B-Cell Chronic Lymphocytic Leukemia Characterized by Extensive Nodal Involvement and Inferior Prognosis</article-title>. <source>Blood</source> (<year>1997</year>) <volume>89</volume>(<issue>7</issue>):<page-range>2516&#x2013;22</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood.V89.7.2516</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guarini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Marinelli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tavolaro</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bellacchio</surname> <given-names>E</given-names>
</name>
<name>
<surname>Magliozzi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chiaretti</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>ATM Gene Alterations in Chronic Lymphocytic Leukemia Patients Induce a Distinct Gene Expression Profile and Predict Disease Progression</article-title>. <source>Haematologica</source> (<year>2012</year>) <volume>97</volume>(<issue>1</issue>):<fpage>47</fpage>&#x2013;<lpage>55</lpage>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2011.049270</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marinelli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Peragine</surname> <given-names>N</given-names>
</name>
<name>
<surname>Di Maio</surname> <given-names>V</given-names>
</name>
<name>
<surname>Chiaretti</surname> <given-names>S</given-names>
</name>
<name>
<surname>Stefania De Propris</surname> <given-names>M</given-names>
</name>
<name>
<surname>Raponi</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of Molecular and Functional Patterns of P53 Alterations in Chronic Lymphocytic Leukemia Patients in Different Phases of the Disease</article-title>. <source>Haematologica</source> (<year>2013</year>) <volume>98</volume>(<issue>3</issue>):<page-range>371&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2012.069906</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abruzzo</surname> <given-names>LV</given-names>
</name>
<name>
<surname>Herling</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Calin</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Oakes</surname> <given-names>C</given-names>
</name>
<name>
<surname>Barron</surname> <given-names>LL</given-names>
</name>
<name>
<surname>Banks</surname> <given-names>HE</given-names>
</name>
<etal/>
</person-group>. <article-title>Trisomy 12 Chronic Lymphocytic Leukemia Expresses a Unique Set of Activated and Targetable Pathways</article-title>. <source>Haematologica</source> (<year>2018</year>) <volume>103</volume>(<issue>12</issue>):<page-range>2069&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2018.190132</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roos-Weil</surname> <given-names>D</given-names>
</name>
<name>
<surname>Nguyen-Khac</surname> <given-names>F</given-names>
</name>
<name>
<surname>Chevret</surname> <given-names>S</given-names>
</name>
<name>
<surname>Touzeau</surname> <given-names>C</given-names>
</name>
<name>
<surname>Roux</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lejeune</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Mutational and Cytogenetic Analyses of 188 CLL Patients With Trisomy 12: A Retrospective Study From the French Innovative Leukemia Organization (FILO) Working Group</article-title>. <source>Genes Chromosomes Cancer</source> (<year>2018</year>) <volume>57</volume>(<issue>11</issue>):<page-range>533&#x2013;40</page-range>. doi: <pub-id pub-id-type="doi">10.1002/gcc.22650</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Puente</surname> <given-names>XS</given-names>
</name>
<name>
<surname>Bea</surname> <given-names>S</given-names>
</name>
<name>
<surname>Valdes-Mas</surname> <given-names>R</given-names>
</name>
<name>
<surname>Villamor</surname> <given-names>N</given-names>
</name>
<name>
<surname>Guti&#xe9;rrez-Abril</surname> <given-names>J</given-names>
</name>
<name>
<surname>Mart&#xed;n-Subero</surname> <given-names>JI</given-names>
</name>
<etal/>
</person-group>. <article-title>Non-Coding Recurrent Mutations in Chronic Lymphocytic Leukaemia</article-title>. <source>Nature</source> (<year>2015</year>) <volume>526</volume>(<issue>7574</issue>):<page-range>519&#x2013;24</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature14666</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ljungstrom</surname> <given-names>V</given-names>
</name>
<name>
<surname>Cortese</surname> <given-names>D</given-names>
</name>
<name>
<surname>Young</surname> <given-names>E</given-names>
</name>
<name>
<surname>Pandzic</surname> <given-names>R</given-names>
</name>
<name>
<surname>Mansouri</surname> <given-names>L</given-names>
</name>
<name>
<surname>Plevova</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Whole-Exome Sequencing in Relapsing Chronic Lymphocytic Leukemia: Clinical Impact of Recurrent RPS15 Mutations</article-title>. <source>Blood</source> (<year>2016</year>) <volume>127</volume>(<issue>8</issue>):<page-range>1007&#x2013;16</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2015-10-674572</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Lawrence</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Wan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Stojanov</surname> <given-names>P</given-names>
</name>
<name>
<surname>Sougnez</surname> <given-names>C</given-names>
</name>
<name>
<surname>Stevenson</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>SF3B1 and Other Novel Cancer Genes in Chronic Lymphocytic Leukemia</article-title>. <source>N Engl J Med</source> (<year>2011</year>) <volume>365</volume>(<issue>26</issue>):<page-range>2497&#x2013;506</page-range>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa1109016</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Quesada</surname> <given-names>V</given-names>
</name>
<name>
<surname>Conde</surname> <given-names>L</given-names>
</name>
<name>
<surname>Villamor</surname> <given-names>N</given-names>
</name>
<name>
<surname>Ord&#xf3;&#xf1;ez</surname> <given-names>GR</given-names>
</name>
<name>
<surname>Jares</surname> <given-names>P</given-names>
</name>
<name>
<surname>Bassaganyas</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Exome Sequencing Identifies Recurrent Mutations of the Splicing Factor SF3B1 Gene in Chronic Lymphocytic Leukemia</article-title>. <source>Nat Genet</source> (<year>2011</year>) <volume>44</volume>(<issue>1</issue>):<fpage>47</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.1032</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosenquist</surname> <given-names>R</given-names>
</name>
<name>
<surname>Ghia</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hadzidimitriou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sutton</surname> <given-names>L-A</given-names>
</name>
<name>
<surname>Agathangelidis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Baliakas</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunoglobulin Gene Sequence Analysis in Chronic Lymphocytic Leukemia: Updated ERIC Recommendations</article-title>. <source>Leukemia</source> (<year>2017</year>) <volume>31</volume>(<issue>7</issue>):<page-range>1477&#x2013;81</page-range>. doi: <pub-id pub-id-type="doi">10.1038/leu.2017.125</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agathangelidis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Chatzidimitriou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gemenetzi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Giudicelli</surname> <given-names>V</given-names>
</name>
<name>
<surname>Karypidou</surname> <given-names>M</given-names>
</name>
<name>
<surname>Plevova</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Higher-Order Connections Between Stereotyped Subsets: Implications for Improved Patient Classification in CLL</article-title>. <source>Blood</source> (<year>2021</year>) <volume>137</volume>(<issue>10</issue>):<page-range>1365&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood.2020007039</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jaramillo</surname> <given-names>S</given-names>
</name>
<name>
<surname>Agathangelidis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schneider</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bahlo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Robrecht</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tausch</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Prognostic Impact of Prevalent Chronic Lymphocytic Leukemia Stereotyped Subsets: Analysis Within Prospective Clinical Trials of the German CLL Study Group (GCLLSG)</article-title>. <source>Haematologica</source> (<year>2020</year>) <volume>105</volume>(<issue>11</issue>):<page-range>2598&#x2013;607</page-range>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2019.231027</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baliakas</surname> <given-names>P</given-names>
</name>
<name>
<surname>Agathangelidis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hadzidimitriou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sutton</surname> <given-names>L-A</given-names>
</name>
<name>
<surname>Minga</surname> <given-names>E</given-names>
</name>
<name>
<surname>Tsanousa</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Not All IGHV3-21 Chronic Lymphocytic Leukemias Are Equal: Prognostic Considerations</article-title>. <source>Blood</source> (<year>2015</year>) <volume>125</volume>(<issue>5</issue>):<page-range>856&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2014-09-600874</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maity</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Bilal</surname> <given-names>M</given-names>
</name>
<name>
<surname>Koning</surname> <given-names>MT</given-names>
</name>
<name>
<surname>Young</surname> <given-names>M</given-names>
</name>
<name>
<surname>van Bergen</surname> <given-names>CAM</given-names>
</name>
<name>
<surname>Renna</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>IGLV3-21*01 is an Inherited Risk Factor for CLL Through the Acquisition of a Single-Point Mutation Enabling Autonomous BCR Signaling</article-title>. <source>Proc Natl Acad Sci U S A</source> (<year>2020</year>) <volume>117</volume>(<issue>8</issue>):<page-range>4320&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1913810117</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nadeu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>R</given-names>
</name>
<name>
<surname>Clot</surname> <given-names>G</given-names>
</name>
<name>
<surname>Duran-Ferrer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Navarro</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mart&#xed;n</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>IGLV3-21R110 Identifies an Aggressive Biological Subtype of Chronic Lymphocytic Leukemia With Intermediate Epigenetics</article-title>. <source>Blood</source> (<year>2021</year>) <volume>137</volume>(<issue>21</issue>):<page-range>2935&#x2013;46</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood.2020008311</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cerhan</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Familial Predisposition and Genetic Risk Factors for Lymphoma</article-title>. <source>Blood</source> (<year>2015</year>) <volume>126</volume>(<issue>20</issue>):<page-range>2265&#x2013;73</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2015-04-537498</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Landgren</surname> <given-names>O</given-names>
</name>
<name>
<surname>Marti</surname> <given-names>GE</given-names>
</name>
<name>
<surname>Caporaso</surname> <given-names>NE</given-names>
</name>
</person-group>. <article-title>Familial Aspects of Chronic Lymphocytic Leukemia, Monoclonal B-Cell Lymphocytosis (MBL), and Related Lymphomas</article-title>. <source>Eur J Clin Med Oncol</source> (<year>2010</year>) <volume>2</volume>(<issue>1</issue>):<page-range>119&#x2013;26</page-range>.</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Bjorkholm</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kristinsson</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Turesson</surname> <given-names>I</given-names>
</name>
<name>
<surname>Landgren</surname> <given-names>O</given-names>
</name>
</person-group>. <article-title>Elevated Risk of Chronic Lymphocytic Leukemia and Other Indolent non-Hodgkin&#x2019;s Lymphomas Among Relatives of Patients With Chronic Lymphocytic Leukemia</article-title>. <source>Haematologica</source> (<year>2009</year>) <volume>94</volume>(<issue>5</issue>):<page-range>647&#x2013;53</page-range>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2008.003632</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Lanasa</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Cerhan</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Vachon</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Strom</surname> <given-names>SS</given-names>
</name>
<etal/>
</person-group>. <article-title>Common Occurrence of Monoclonal B-Cell Lymphocytosis Among Members of High-Risk CLL Families</article-title>. <source>Br J Haematol</source> (<year>2010</year>) <volume>151</volume>(<issue>2</issue>):<page-range>152&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2141.2010.08339.x</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Bernardo</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Crowther-Swanepoel</surname> <given-names>D</given-names>
</name>
<name>
<surname>Broderick</surname> <given-names>P</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>E</given-names>
</name>
<name>
<surname>Sellick</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wild</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>A Genome-Wide Association Study Identifies Six Susceptibility Loci for Chronic Lymphocytic Leukemia</article-title>. <source>Nat Genet</source> (<year>2008</year>) <volume>40</volume>(<issue>10</issue>):<page-range>1204&#x2013;10</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ng.219</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sellick</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Wild</surname> <given-names>RW</given-names>
</name>
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Ressenti</surname> <given-names>L</given-names>
</name>
<name>
<surname>Strom</surname> <given-names>SS</given-names>
</name>
<etal/>
</person-group>. <article-title>A High-Density SNP Genome-Wide Linkage Search of 206 Families Identifies Susceptibility Loci for Chronic Lymphocytic Leukemia</article-title>. <source>Blood</source> (<year>2007</year>) <volume>110</volume>(<issue>9</issue>):<page-range>3326&#x2013;33</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2007-05-091561</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Strom</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Lanasa</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Spector</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Rassenti</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Genetic Susceptibility Variants for Chronic Lymphocytic Leukemia</article-title>. <source>Cancer Epidemiol Biomarkers Prev</source> (<year>2010</year>) <volume>19</volume>(<issue>4</issue>):<page-range>1098&#x2013;102</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1055-9965.EPI-09-1217</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berndt</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Skibola</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Joseph</surname> <given-names>V</given-names>
</name>
<name>
<surname>Camp</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Nieters</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Genome-Wide Association Study Identifies Multiple Risk Loci for Chronic Lymphocytic Leukemia</article-title>. <source>Nat Genet</source> (<year>2013</year>) <volume>45</volume>(<issue>8</issue>):<page-range>868&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ng.2652</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crowther-Swanepoel</surname> <given-names>D</given-names>
</name>
<name>
<surname>Broderick</surname> <given-names>P</given-names>
</name>
<name>
<surname>Di Bernardo</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Dobbins</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Torres</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mansouri</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Common Variants at 2q37.3, 8q24.21, 15q21.3 and 16q24.1 Influence Chronic Lymphocytic Leukemia Risk</article-title>. <source>Nat Genet</source> (<year>2010</year>) <volume>42</volume>(<issue>2</issue>):<fpage>132</fpage>&#x2013;<lpage>U159</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.510</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sava</surname> <given-names>GP</given-names>
</name>
<name>
<surname>Speedy</surname> <given-names>HE</given-names>
</name>
<name>
<surname>Di Bernardo</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Dyer</surname> <given-names>MJS</given-names>
</name>
<name>
<surname>Holroyd</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sunter</surname> <given-names>NJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Common Variation at 12q24.13 (OAS3) Influences Chronic Lymphocytic Leukemia Risk</article-title>. <source>Leukemia</source> (<year>2015</year>) <volume>29</volume>(<issue>3</issue>):<page-range>748&#x2013;51</page-range>. doi: <pub-id pub-id-type="doi">10.1038/leu.2014.311</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Rabe</surname> <given-names>KG</given-names>
</name>
<name>
<surname>Achenbach</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Vachon</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Strom</surname> <given-names>SS</given-names>
</name>
<etal/>
</person-group>. <article-title>Genome-Wide Association Study Identifies a Novel Susceptibility Locus at 6p21.3 Among Familial CLL</article-title>. <source>Blood</source> (<year>2011</year>) <volume>117</volume>(<issue>6</issue>):<page-range>1911&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2010-09-308205</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Speedy</surname> <given-names>HE</given-names>
</name>
<name>
<surname>Di Bernardo</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Sava</surname> <given-names>GP</given-names>
</name>
<name>
<surname>Dyer</surname> <given-names>MJS</given-names>
</name>
<name>
<surname>Holroyd</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>A Genome-Wide Association Study Identifies Multiple Susceptibility Loci for Chronic Lymphocytic Leukemia</article-title>. <source>Nat Genet</source> (<year>2014</year>) <volume>46</volume>(<issue>1</issue>):<page-range>56&#x2013;+</page-range>. doi: <pub-id pub-id-type="doi">10.1038/ng.2843</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langerak</surname> <given-names>AW</given-names>
</name>
<name>
<surname>Davi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ghia</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hadzidimitriou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Murray</surname> <given-names>F</given-names>
</name>
<name>
<surname>Potter</surname> <given-names>KN</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunoglobulin Sequence Analysis and Prognostication in CLL: Guidelines From the ERIC Review Board for Reliable Interpretation of Problematic Cases</article-title>. <source>Leukemia</source> (<year>2011</year>) <volume>25</volume>(<issue>6</issue>):<page-range>979&#x2013;84</page-range>. doi: <pub-id pub-id-type="doi">10.1038/leu.2011.49</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Dongen</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Langerak</surname> <given-names>AW</given-names>
</name>
<name>
<surname>Bruggemann</surname> <given-names>M</given-names>
</name>
<name>
<surname>Evans</surname> <given-names>PAS</given-names>
</name>
<name>
<surname>Hummel</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lavender</surname> <given-names>FL</given-names>
</name>
<etal/>
</person-group>. <article-title>Design and Standardization of PCR Primers and Protocols for Detection of Clonal Immunoglobulin and T-Cell Receptor Gene Recombinations in Suspect Lymphoproliferations: Report of the BIOMED-2 Concerted Action BMH4-CT98-3936</article-title>. <source>Leukemia</source> (<year>2003</year>) <volume>17</volume>(<issue>12</issue>):<page-range>2257&#x2013;317</page-range>. doi: <pub-id pub-id-type="doi">10.1038/sj.leu.2403202</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bystry</surname> <given-names>V</given-names>
</name>
<name>
<surname>Reigl</surname> <given-names>T</given-names>
</name>
<name>
<surname>Krejci</surname> <given-names>A</given-names>
</name>
<name>
<surname>Demko</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hanakova</surname> <given-names>B</given-names>
</name>
<name>
<surname>Grioni</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>ARResT/Interrogate: An Interactive Immunoprofiler for IG/TR NGS Data</article-title>. <source>Bioinformatics</source> (<year>2017</year>) <volume>33</volume>(<issue>3</issue>):<page-range>435&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btw634</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van der Velden</surname> <given-names>VHJ</given-names>
</name>
<name>
<surname>Bruggemann</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cazzaniga</surname> <given-names>G</given-names>
</name>
<name>
<surname>Scheijen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Tops</surname> <given-names>B</given-names>
</name>
<name>
<surname>Trka</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Potential and Pitfalls of Whole Transcriptome-Based Immunogenetic Marker Identification in Acute Lymphoblastic Leukemia; a EuroMRD and EuroClonality-NGS Working Group Study</article-title>. <source>Leukemia</source> (<year>2021</year>) <volume>35</volume>(<issue>3</issue>):<page-range>924&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41375-021-01154-z</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mayakonda</surname> <given-names>A</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>DC</given-names>
</name>
<name>
<surname>Assenov</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Plass</surname> <given-names>C</given-names>
</name>
<name>
<surname>Koeffler</surname> <given-names>HP</given-names>
</name>
</person-group>. <article-title>Maftools: Efficient and Comprehensive Analysis of Somatic Variants in Cancer</article-title>. <source>Genome Res</source> (<year>2018</year>) <volume>28</volume>(<issue>11</issue>):<page-range>1747&#x2013;56</page-range>. doi: <pub-id pub-id-type="doi">10.1101/gr.239244.118</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tate</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Bamford</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jubb</surname> <given-names>HC</given-names>
</name>
<name>
<surname>Sondka</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Beare</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Bindal</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>COSMIC: The Catalogue Of Somatic Mutations In Cancer</article-title>. <source>Nucleic Acids Res</source> (<year>2019</year>) <volume>47</volume>(<issue>D1</issue>):<page-range>D941&#x2013;7</page-range>. doi: <pub-id pub-id-type="doi">10.1093/nar/gky1015</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fernhout</surname> <given-names>F</given-names>
</name>
<name>
<surname>Dinkelaar</surname> <given-names>RB</given-names>
</name>
<name>
<surname>Hagemeijer</surname> <given-names>A</given-names>
</name>
<name>
<surname>Groeneveld</surname> <given-names>K</given-names>
</name>
<name>
<surname>van Kammen</surname> <given-names>E</given-names>
</name>
<name>
<surname>van Dongen</surname> <given-names>JJ</given-names>
</name>
</person-group>. <article-title>Four Aged Siblings With B Cell Chronic Lymphocytic Leukemia</article-title>. <source>Leukemia</source> (<year>1997</year>) <volume>11</volume>(<issue>12</issue>):<page-range>2060&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1038/sj.leu.2400874</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kriangkum</surname> <given-names>J</given-names>
</name>
<name>
<surname>Motz</surname> <given-names>SN</given-names>
</name>
<name>
<surname>Mack</surname> <given-names>T</given-names>
</name>
<name>
<surname>Beiggi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Baigorri</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kuppusamy</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Single-Cell Analysis and Next-Generation Immuno-Sequencing Show That Multiple Clones Persist in Patients With Chronic Lymphocytic Leukemia</article-title>. <source>PloS One</source> (<year>2015</year>) <volume>10</volume>(<issue>9</issue>):<fpage>e0137232</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0137232</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hengeveld</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Levin</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Kolijn</surname> <given-names>PM</given-names>
</name>
<name>
<surname>Langerak</surname> <given-names>AW</given-names>
</name>
</person-group>. <article-title>Reading the B-Cell Receptor Immunome in Chronic Lymphocytic Leukemia: Revelations and Applications</article-title>. <source>Exp Hematol</source> (<year>2021</year>) <volume>93</volume>:<fpage>14</fpage>&#x2013;<lpage>24</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.exphem.2020.09.194</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raponi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ilari</surname> <given-names>C</given-names>
</name>
<name>
<surname>Della Starza</surname> <given-names>I</given-names>
</name>
<name>
<surname>Cappelli</surname> <given-names>LV</given-names>
</name>
<name>
<surname>Cafforio</surname> <given-names>L</given-names>
</name>
<name>
<surname>Piciocchi</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Redefining the Prognostic Likelihood of Chronic Lymphocytic Leukaemia Patients With Borderline Percentage of Immunoglobulin Variable Heavy Chain Region Mutations</article-title>. <source>Br J Haematol</source> (<year>2020</year>) <volume>189</volume>(<issue>5</issue>):<page-range>853&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1111/bjh.16434</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gemenetzi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Psomopoulos</surname> <given-names>F</given-names>
</name>
<name>
<surname>Carriles</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Gounari</surname> <given-names>M</given-names>
</name>
<name>
<surname>Minici</surname> <given-names>C</given-names>
</name>
<name>
<surname>Plevova</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Higher-Order Immunoglobulin Repertoire Restrictions in CLL: The Illustrative Case of Stereotyped Subsets 2 and 169</article-title>. <source>Blood</source> (<year>2021</year>) <volume>137</volume>(<issue>14</issue>):<page-range>1895&#x2013;904</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood.2020005216</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marincevic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cahill</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gunnarsson</surname> <given-names>R</given-names>
</name>
<name>
<surname>Isaksson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mansouri</surname> <given-names>M</given-names>
</name>
<name>
<surname>G&#xf6;ransson</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>High-Density Screening Reveals a Different Spectrum of Genomic Aberrations in Chronic Lymphocytic Leukemia Patients With &#x2018;Stereotyped&#x2019; IGHV3-21 and IGHV4-34 B-Cell Receptors</article-title>. <source>Haematologica</source> (<year>2010</year>) <volume>95</volume>(<issue>9</issue>):<page-range>1519&#x2013;25</page-range>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2009.021014</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fraschilla</surname> <given-names>I</given-names>
</name>
<name>
<surname>Jeffrey</surname> <given-names>KL</given-names>
</name>
</person-group>. <article-title>The Speckled Protein (SP) Family: Immunity&#x2019;s Chromatin Readers</article-title>. <source>Trends Immunol</source> (<year>2020</year>) <volume>41</volume>(<issue>7</issue>):<page-range>572&#x2013;85</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.it.2020.04.007</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leeksma</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Baliakas</surname> <given-names>P</given-names>
</name>
<name>
<surname>Moysiadis</surname> <given-names>T</given-names>
</name>
<name>
<surname>Puiggros</surname> <given-names>A</given-names>
</name>
<name>
<surname>Plevova</surname> <given-names>K</given-names>
</name>
<name>
<surname>Van der Kevie-Kersemaekers</surname> <given-names>A-M</given-names>
</name>
<etal/>
</person-group>. <article-title>Genomic Arrays Identify High-Risk Chronic Lymphocytic Leukemia With Genomic Complexity: A Multi-Center Study</article-title>. <source>Haematologica</source> (<year>2021</year>) <volume>106</volume>(<issue>1</issue>):<fpage>87</fpage>&#x2013;<lpage>97</lpage>. doi: <pub-id pub-id-type="doi">10.3324/haematol.2019.239947</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rack</surname> <given-names>KA</given-names>
</name>
<name>
<surname>van den Berg</surname> <given-names>E</given-names>
</name>
<name>
<surname>Haferlach</surname> <given-names>C</given-names>
</name>
<name>
<surname>Beverloo</surname> <given-names>HB</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>D</given-names>
</name>
<name>
<surname>Espinet</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>European Recommendations and Quality Assurance for Cytogenomic Analysis of Haematological Neoplasms: Reponse to the Comments From the Francophone Group of Hematological Cytogenetics (GFCH)</article-title>. <source>Leukemia</source> (<year>2020</year>) <volume>34</volume>(<issue>8</issue>):<page-range>2262&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41375-020-0736-x</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schoumans</surname> <given-names>J</given-names>
</name>
<name>
<surname>Suela</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hastings</surname> <given-names>R</given-names>
</name>
<name>
<surname>Muehlematter</surname> <given-names>D</given-names>
</name>
<name>
<surname>Rack</surname> <given-names>K</given-names>
</name>
<name>
<surname>van den Berg</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Guidelines for Genomic Array Analysis in Acquired Haematological Neoplastic Disorders</article-title>. <source>Genes Chromosomes Cancer</source> (<year>2016</year>) <volume>55</volume>(<issue>5</issue>):<page-range>480&#x2013;91</page-range>. doi: <pub-id pub-id-type="doi">10.1002/gcc.22350</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kleiblova</surname> <given-names>P</given-names>
</name>
<name>
<surname>Stolarova</surname> <given-names>L</given-names>
</name>
<name>
<surname>Krizova</surname> <given-names>K</given-names>
</name>
<name>
<surname>Lhota</surname> <given-names>F</given-names>
</name>
<name>
<surname>Hojny</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zemankova</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of Deleterious Germline CHEK2 Mutations and Their Association With Breast and Ovarian Cancer</article-title>. <source>Int J Cancer</source> (<year>2019</year>) <volume>145</volume>(<issue>7</issue>):<page-range>1782&#x2013;97</page-range>. doi: <pub-id pub-id-type="doi">10.1002/ijc.32385</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rudd</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Sellick</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>EL</given-names>
</name>
<name>
<surname>Catovsky</surname> <given-names>D</given-names>
</name>
<name>
<surname>Houlston</surname> <given-names>RS</given-names>
</name>
</person-group>. <article-title>Variants in the ATM-BRCA2-CHEK2 Axis Predispose to Chronic Lymphocytic Leukemia</article-title>. <source>Blood</source> (<year>2006</year>) <volume>108</volume>(<issue>2</issue>):<page-range>638&#x2013;44</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2005-12-5022</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Waddell</surname> <given-names>N</given-names>
</name>
<name>
<surname>Pajic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Patch</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>DK</given-names>
</name>
<name>
<surname>Kassahn</surname> <given-names>KS</given-names>
</name>
<name>
<surname>Bailey</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Whole Genomes Redefine the Mutational Landscape of Pancreatic Cancer</article-title>. <source>Nature</source> (<year>2015</year>) <volume>518</volume>(<issue>7540</issue>):<fpage>495</fpage>&#x2013;<lpage>501</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature14169</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>YJ</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>FQ</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>XL</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>GH</given-names>
</name>
</person-group>. <article-title>PIK3R3 Regulates PPAR Alpha Expression to Stimulate Fatty Acid Beta-Oxidation and Decrease Hepatosteatosis</article-title>. <source>Exp Mol Med</source> (<year>2018</year>) <volume>50</volume>:<page-range>e431&#x2013;e431</page-range>. doi: <pub-id pub-id-type="doi">10.1038/emm.2017.243</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moore</surname> <given-names>NS</given-names>
</name>
<name>
<surname>Aldubayan</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Taylor-Weiner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Stilgenbauer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Getz</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>CJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Inherited DNA Repair and Cell Cycle Gene Defects in Chronic Lymphocytic Leukemia</article-title>. <source>J Clin Oncol</source> (<year>2019</year>) <volume>37</volume>(<issue>15</issue>):<page-range>1508&#x2013;1508</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2019.37.15_suppl.1508</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Derenzini</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mazzara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Melle</surname> <given-names>F</given-names>
</name>
<name>
<surname>Motta</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fabbri</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bruna</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>A 3-Gene Signature Based on MYC, BCL-2 and NFKBIA Improves Risk Stratification in Diffuse Large B-Cell Lymphoma</article-title>. <source>Haematologica</source> (<year>2020</year>). doi: <pub-id pub-id-type="doi">10.3324/haematol.2019.236455</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Slabicki</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sellner</surname> <given-names>L</given-names>
</name>
<name>
<surname>Dietrich</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Jethwa</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>MED12 Mutations and NOTCH Signalling in Chronic Lymphocytic Leukaemia</article-title>. <source>Br J Haematol</source> (<year>2017</year>) <volume>179</volume>(<issue>3</issue>):<page-range>421&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1111/bjh.14869</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Improgo</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Tesar</surname> <given-names>B</given-names>
</name>
<name>
<surname>Klitgaard</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Magori-Cohen</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kasar</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>MYD88 L265P Mutations Identify a Prognostic Gene Expression Signature and a Pathway for Targeted Inhibition in CLL</article-title>. <source>Br J Haematol</source> (<year>2019</year>) <volume>184</volume>(<issue>6</issue>):<page-range>925&#x2013;36</page-range>. doi: <pub-id pub-id-type="doi">10.1111/bjh.15714</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herling</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Klaumunzer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rocha</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Altm&#xfc;ller</surname> <given-names>J</given-names>
</name>
<name>
<surname>Thiele</surname> <given-names>H</given-names>
</name>
<name>
<surname>Bahlo</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Complex Karyotypes and KRAS and POT1 Mutations Impact Outcome in CLL After Chlorambucil-Based Chemotherapy or Chemoimmunotherapy</article-title>. <source>Blood</source> (<year>2016</year>) <volume>128</volume>(<issue>3</issue>):<fpage>395</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.1182/blood-2016-01-691550</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vendramini</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bomben</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pozzo</surname> <given-names>F</given-names>
</name>
<name>
<surname>Benedetti</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bittolo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Rossi</surname> <given-names>FM</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS, NRAS, and BRAF Mutations Are Highly Enriched in Trisomy 12 Chronic Lymphocytic Leukemia and Are Associated With Shorter Treatment-Free Survival</article-title>. <source>Leukemia</source> (<year>2019</year>) <volume>33</volume>(<issue>8</issue>):<page-range>2111&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41375-019-0444-6</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hoofd</surname> <given-names>C</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Gusscott</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lam</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>R</given-names>
</name>
<name>
<surname>Johnston</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Ultrasensitive Detection of NOTCH1 C.7544_7545delct Mutations in Chronic Lymphocytic Leukemia by Droplet Digital PCR Reveals High Frequency of Subclonal Mutations and Predicts Clinical Outcome in Cases With Trisomy 12</article-title>. <source>J Mol Diagn</source> (<year>2020</year>) <volume>22</volume>(<issue>4</issue>):<page-range>571&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jmoldx.2020.01.008</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kasar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>J</given-names>
</name>
<name>
<surname>Improgo</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tiao</surname> <given-names>G</given-names>
</name>
<name>
<surname>Polak</surname> <given-names>P</given-names>
</name>
<name>
<surname>Haradhvala</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Whole-Genome Sequencing Reveals Activation-Induced Cytidine Deaminase Signatures During Indolent Chronic Lymphocytic Leukaemia Evolution</article-title>. <source>Nat Commun</source> (<year>2015</year>) <volume>6</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms9866</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname> <given-names>U</given-names>
</name>
<name>
<surname>Dalla-Favera</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>New Insights Into the Pathogenesis of Chronic Lymphocytic Leukemia</article-title>. <source>Semin Cancer Biol</source> (<year>2010</year>) <volume>20</volume>(<issue>6</issue>):<page-range>377&#x2013;83</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.semcancer.2010.10.012</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghia</surname> <given-names>EM</given-names>
</name>
<name>
<surname>Jain</surname> <given-names>S</given-names>
</name>
<name>
<surname>Widhopf</surname> <given-names>GF</given-names>
</name>
<name>
<surname>Rassenti</surname> <given-names>LZ</given-names>
</name>
<name>
<surname>Keating</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Wierda</surname> <given-names>WG</given-names>
</name>
<etal/>
</person-group>. <article-title>Use of IGHV3-21 in Chronic Lymphocytic Leukemia Is Associated With High-Risk Disease and Reflects Antigen-Driven, Post-Germinal Center Leukemogenic Selection</article-title>. <source>Blood</source> (<year>2008</year>) <volume>111</volume>(<issue>10</issue>):<page-range>5101&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2007-12-130229</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ecker</surname> <given-names>V</given-names>
</name>
<name>
<surname>Stumpf</surname> <given-names>M</given-names>
</name>
<name>
<surname>Brandmeier</surname> <given-names>L</given-names>
</name>
<name>
<surname>Neumayer</surname> <given-names>T</given-names>
</name>
<name>
<surname>Pfeuffer</surname> <given-names>L</given-names>
</name>
<name>
<surname>Engleitner</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeted PI3K/AKT-Hyperactivation Induces Cell Death in Chronic Lymphocytic Leukemia</article-title>. <source>Nat Commun</source> (<year>2021</year>) <volume>12</volume>(<issue>1</issue>):<fpage>3526</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-021-23752-2</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goldin</surname> <given-names>LR</given-names>
</name>
<name>
<surname>Slager</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Familial CLL: Genes and Environment</article-title>. <source>Hematol Am Soc Hematol Educ Program</source>  (<year>2007</year>) <volume>1</volume>:<page-range>339&#x2013;45</page-range>. doi: <pub-id pub-id-type="doi">10.1182/asheducation-2007.1.339</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>