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Proteomics Exploration of Chronic Lymphocytic
Leukemia
Tiara L Griffen1
* and Steven M Kornblau2
1
Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine,
Atlanta, GA 30310, USA
2
Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX,
USA 77030
Introduction
Chronic Lymphocytic Leukemia (CLL) is an adult hematological malignancy characterized
by the presence of mature-appearing CD5+ B cells in the blood, bone marrow, and secondary
lymphoid organs [1]. In the United States, there will be an estimate of 20,720 new cases and
3,930 deaths according to the American Cancer Society statistics. Symptoms include swollen
lymph nodes, frequent infections, and fatigue which negatively impacts the quality of life of
people affected [1]. CLL is heterogeneous in its progression and clinical outcomes. Factors
that contribute to the heterogeneity include the immunoglobulin heavy chain (IGHV) status
and chromosomal aberrations [2,3]. The IGHV mutation status, stratified as > or < 2% of cell
with the mutation[4], can be used to define two subtypes of CLL: Unmutated(U-CLL) and
Mutated CLL(M-CLL) with 40% and 60% of patients respectively. U-CLL is characterized by
the presence of CLL cells that have less than two percent of their IGHV mutated, whereas
M-CLL cells have more than two percent mutated [4]. U-CLL is the more aggressive phenotype
[2] having increased responsiveness to antigens that bind the B cell receptor (BCR) versus
M-CLL cells [5]. M-CLL is the more indolent phenotype. Increased BCR signaling results in
increased cell survival and proliferation [5].
Mutations that influence CLL’s progression include the 17p deletion(p53), trisomy
12(NOTCH1), 13q deletion(mir15), deletion 11q(ATM), and SF3B1[6]. These mutations
result in the loss of p53, increased NOTCH1 expression, increased BCL-2 expression, and loss
of ATM. NOTCH1 is mutated in 10-15% of patients diagnosed with CLL. NOTCH1 has a role
in the development of different types of blood cells. NOTCH1 amplification results in faster
progression, a less favorable outcome, and have increased risk of Richter’s transformation,
the process of CLL cells transforming into diffuse large B cell lymphoma [7]. SF3B1 is a
splicing factor subunit and has a role in alternative mRNA splicing and formation of certain
proteins in CLL and other hematological malignancies [8]. The SF3B1 mutation is commonly
found in patients with U-CLL and high expression of CD38 and ZAP-70 and is associated with
shorter treatment free survival [9]. 10-15% of patients have a mutation in this gene resulting
in dysfunctional protein processing [8]. This mutation is associated with fludarabine therapy
resistance. p53 is an important part in the cell cycle checkpoint. It is part of the DNA damage
response. This mutation is associated with increased growth and resistance to chemotherapy
[10].
Factorsthatareassociatedwithhigh-riskCLLprogressionarethehighexpressionofCD38,
Beta2-microglobulin, and ZAP-70. CD38 is a cell surface protein on immune and CLL cells that
Crimson Publishers
Wings to the Research
Mini Review
*Corresponding author: Tiara Griffen, De-
partment of Microbiology, Biochemistry,
and Immunology, Morehouse School of
Medicine, Atlanta, GA 30310, USA
Submission: July 11, 2019
Published: July 16, 2019
Volume 3 - Issue1
How to cite this article: Tiara G, Steven
K. Proteomics Exploration of Chronic
Lymphocytic Leukemia. Nov Appro in Can
Study. 3(1). NACS.000553.2019.
DOI: 10.31031/NACS.2019.03.000553
Copyright@ Tiara Griffen, This article is
distributed under the terms of the Creative
Commons Attribution 4.0 International
License, which permits unrestricted use
and redistribution provided that the
original author and source are credited.
ISSN: 2637-773X
243Novel Approaches in Cancer Study
Abstract
Chronic Lymphocytic Leukemia (CLL) is an adult heme malignancy characterized by the presence of ma-
ture-appearing CD5+ B cells in the blood, bone marrow, and secondary lymphoid organs. CLL is hetero-
geneous in its progression and clinical outcomes. Factors that contribute to the heterogeneity include the
immunoglobulin heavy chain (IGHV) status and chromosomal aberrations. CLL’s heterogeneous behavior
has made it difficult to understand its biology and find a cure. Systems biology approaches are commonly
used to establish biomarkers for cancer. Because proteins are targets of FDA approved therapies, pro-
teomics approaches have been used to decipher the c mplex behavior of CLL pathogenesis and identify
actionable targets. In this minireview, we highlight factors that contribute to CLL, new insights discovered
from proteomics studies, and future directions.
244
Nov Appro in Can Study Copyright © : Tiara Griffen
NACS.000553. 3(1).2019
express CD38 are more responsive to BCR stimulation and exhibit
enhanced migration and increased proliferation and chemotaxis via
ZAP-70 and ERK 1/2 signaling [11]. Beta 2-microglobulin(b2-m)
is a protein that is a component of the MHC class I complex. High
b2-m is associated with advanced stage and high lymphocyte
counts in CLL [12]. ZAP-70 is a protein expressed near the surface
of T cells and has an important role in T cell signaling. Abnormal
ZAP-70 expression is associated with increased BCR signaling and
migration towards tumor microenvironment in CLL and shorter
survival [13,14]. Patients with high expression of ZAP-70, CD38,
and beta 2-microglobulin have a poorer prognosis.
BecauseCLLhasavarietyoffactorsthatinfluenceitsprogression
and heterogeneity, it is important to identify how these factors
alter B cell behavior on a systems level. Systems level approaches
include genomics, transcriptomic, epigenetics, metabolomics,
and proteomics. Although there is much insight provided by the
various omics methods, proteins are the final product and the
targets of many FDA approved therapiesand therefore may be more
relevant to study. Furthermore, previous studies have reported
low correlations between protein and gene expression. Hence,
we should focus on exploring the post-translationally modified
proteins to define and understand cancer biology. High throughput
proteomics methods consist of multiplex immunoassays,
phospho-specific flow cytometry, reverse phase protein arrays,
quantitative immunohistochemistry, and mass spectrometry [15].
Phosphorylation specific flow cytometry is a high throughput
method that quantifies phosphorylation levels of many cellular
proteins [15]. Quantitative immunohistochemistry is a method that
uses fluorescent labels to determine tumor and stroma localization,
of proteins of interest [15]. Mass Spectrometry quantifies low and
large abundance phospho-proteins. Multiplex immunoassays and
Reverse Phase protein arrays allow the detection of proteins, with
antibodies, from hundreds of analytes simultaneously and uses
a small amount of sample [15]. The purpose of this review is to
discuss proteomics methodologies used in CLL research and the
insights that they have brought.
Outcomes of CLL Proteomics Research: Deciphering CLL
Metabolism and Tumor Microenvironment Signaling
Deregulated cellular metabolism is an established hallmark
of cancer [16]. Cancer cells derived from different tissues, have
heterogeneous metabolic signaling. Proteomics methods have
been ideal for quantifying metabolic signaling molecules to define
cancer specific signatures. Mayer et al. Performed a study using
mass spectrometry on 16 CLL and healthy donor samples from
younger and older patients [17]. This study provided insight
in the differences in the expression of proteins involved in the
hallmarks of cancer. They observed that proteins involved in the
inflammatory response, mitochondrial metabolism, DNA damage
response, and mitochondrial stress and aging were deregulated
in elderly patients versus the young patients. When assessing
expression of proteins involved in the hallmarks of cancer, CLL
cells had increased expression of proteins involved in “genome
instability and mutation”, “avoiding immune destruction”, “resisting
cell death”, and “deregulation of cellular energies”. [17]
Thurgood et al. performed a study using a mass spectrometry
analysis of PBMC(n=3) and healthy(n=6) or CLL(n=12) lymph node
samples(n=12) and compared the results to healthy controls. [18]
12 and 3 CLL and healthy PBMC samples were included. 14 CLL and
6 healthy lymph nodes were examined. They observed that CLL
cells had upregulation of proteins involved in ROS formation, the
anti-oxidant response, and an auto-immune response that initiates
hemolytic anemia compared to healthy controls. Differential
expression analysis between the U-CLL and M-CLL samples
revealed in 60 downregulated and 133 upregulated proteins. The
upregulated proteins were involved in BCR stimulation and ROS
production, consistent with previous report of increased BCR
signaling in U-CLL. Pathways associated with the 189 differentially
expressed proteins include migration, stress, PI3K, and glycolytic/
fatty acid signaling. Differential expression analysis of CLL and
healthy lymph nodes revealed increased expression of CD99,
STAT3, and anti-oxidant proteins. The authors also observed that
there was a shift towards increased fatty acid and cholesterol
synthesis in CLL cells.
CLL progression and survival is highly dependent on
interactions within the tumor immune microenvironment [19].
The microenvironment consists of T, stromal, endothelial, and
nurse-like cells. These cells provide essential signaling molecules
such as chemokines, WNT, and interleukins for cells survival and
proliferation. CLL cell dependency on the microenvironment
has made it difficult to culture cells once they are removed
from patients. The roles that each of these cell types play in CLL
progression have not been defined. To identify the role of stromal
cells in CLL progression, Vangapandu et al. [20] used RPPA on
peripheral blood CLL cells that were co-cultured with stromal cells.
CLL cells that were cultured with stromal cells have significant
[20] increase in calveolin-1, STAT3, NFkB, PDGFR, and cyclin B1
versus CLL cells alone. Increased expression of NFkB and STAT3 are
associated with aggressive CLL progression. The secretion of PDGF
was previously shown to mediate the expansion of mesenchymal
stem cells in the tumor microenvironment. This study established
that the stromal cells aid in the malignant growth of CLL cells and
increases interactions with cells in the tumor microenvironment.
A deregulated immune response is a key symptom of CLL. The
origin of this deregulated immune response is currently unknown.
Some hypothesize that CLL B cell expansion originated in response
to a bacterial or viral infection or an auto-antigen. Griggio et al.
identified cancer associated antigens in CLL that are recognized
by patient antibodies.[21] They obtained these results from a
serological proteome analysis (SERPA) of sera obtained from 35
patients who were untreated.
SERPA is a combination method that consists of gel
electrophoresis, western blotting, and mass spectrometry. Proteins
recognized by antibodies, in patient sera, include ENO1, G3P
245
Nov Appro in Can Study Copyright © : Tiara Griffen
NACS.000553. 3(1).2019
dehydrogenase, pyruvate dehydrogenase E1 subunit, and an actin
binding protein. Out of all the proteins recognized, ENO1 was the
only protein that was significantly recognized. ENO1 was also found
tobeoverexpressedinlymphnodetissues,expressedintracellularly
in peripheral blood derived CLL cells, and present on the surface of
apoptotic B cells. The authors also noted that there was increased
immunoreactivity in samples that had the high expression of ZAP70
and CD38. CLL cell recognition of these antigen promotes increased
BCR signaling, hence increasing proliferation and survival, and
establishing a chronic disease state.
Conclusion
Proteomic studies provide information on what proteins are
actually being synthesized and post-translationally modified in
normal and disease states. Examination of mutations in DNA are
resourceful, but not if they do not have a consequence on the final
protein product. Transcriptome information is also really good, but
not all genes are translated into proteins. Proteins are the primary
targets for cancer therapy. Proteomics studies have revealed new
findings on the protein expression of CLL cells in the blood and
lymph nodes along with young and old patients. These analyses
have also brought new knowledge on the interactions between CLL
cells and its tumor microenvironment and possible antigens that
drive the chronic disease state. Although there have been many
insights from past CLL proteomics studies, there is much left to do
to define its pathogenic biology to find a cure. The aforementioned
CLL protein studies were performed with mass spectrometry and
small sample sizes, which is inefficient for proving a hypothesis.
Also, the attributes examined in these studies did not reflect
differences in patient protein expression reported based on their
mutation, progression, and therapy status. Mutation, therapy, and
progression status are prognostic factors that should be examined
toestablishsignaturesthatcanbeusedinaclinicalsetting.Including
these factors will create a study that is truly representative of the
heterogeneous patient population.
Recurrent mutation, metabolic, and gene signatures that
have been identified that affect response,resistance, and survival
status, but not protein signatures. It is important to identify
protein signatures, since proteins are the actionable targets for
FDA approved drugs. Resistance in CLL is typically attributed
tomutations in BTK, PLCg, and BCL-2 proteins. Proteomics has
the advantage identifying protein expression patterns associated
with patients who have resistance status. For instance, Walliser et
al. used proteomics to identify proteins associated with ibrutinib-
resistant patients with mutations in PLCg. They discovered that
PLCg is sensitive to RAC2 expression. Targeting RAC2 could be a
novel therapy target for patients with the mutated PLCg, making
their CLL cells more sensitive to ibrutinib therapy[22]. Information
from proteomics studies has the potential to be used to identify
novel therapy targets to improve treatment options. To validate
previous findings and to gather more insight, a large patient
cohort, that is truly representative of CLL heterogeneity, should
be analyzed. Future CLL proteomics studies should also include
more analyses of post translational modifications, extensive clinical
phenotype associations, analysis of cells from the tumor immune
microenvironment, and observe changes in protein expression over
time.
References
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246
Nov Appro in Can Study Copyright © : Tiara Griffen
NACS.000553. 3(1).2019
For possible submissions Click below:
Submit Article
18.	Thurgood LA, Dwyer ES, Lower KM, Chataway TK, Kuss BJ (2019) Al-
tered expression of metabolic pathways in CLL detected by unlabeled
quantitative mass spectrometry analysis. Br J Haematol 185(1): 65- 78.
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leukemia. Blood 117(2): 563-574.
20.	Vangapandu HV, Chen H, Wierda WG, Keating MJ, Korkut A, et al. (2018)
Proteomics profiling identifies induction of caveolin-1 in chronic lym-
phocytic leukemia cells by bone marrow stromal cells. Leuk Lymphoma
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21.	Griggio V, Mandili G, Vitale C, Capello M, Macor P, et al. (2017) Humoral
immune responses toward tumor-derived antigens in previously un-
treated patients with chronic lymphocytic leukemia. Oncotarget 8(2):
3274-3288.

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Proteomics Exploration of Chronic Lymphocytic Leukemia_Crimson Publishers

  • 1. Proteomics Exploration of Chronic Lymphocytic Leukemia Tiara L Griffen1 * and Steven M Kornblau2 1 Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA 2 Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA 77030 Introduction Chronic Lymphocytic Leukemia (CLL) is an adult hematological malignancy characterized by the presence of mature-appearing CD5+ B cells in the blood, bone marrow, and secondary lymphoid organs [1]. In the United States, there will be an estimate of 20,720 new cases and 3,930 deaths according to the American Cancer Society statistics. Symptoms include swollen lymph nodes, frequent infections, and fatigue which negatively impacts the quality of life of people affected [1]. CLL is heterogeneous in its progression and clinical outcomes. Factors that contribute to the heterogeneity include the immunoglobulin heavy chain (IGHV) status and chromosomal aberrations [2,3]. The IGHV mutation status, stratified as > or < 2% of cell with the mutation[4], can be used to define two subtypes of CLL: Unmutated(U-CLL) and Mutated CLL(M-CLL) with 40% and 60% of patients respectively. U-CLL is characterized by the presence of CLL cells that have less than two percent of their IGHV mutated, whereas M-CLL cells have more than two percent mutated [4]. U-CLL is the more aggressive phenotype [2] having increased responsiveness to antigens that bind the B cell receptor (BCR) versus M-CLL cells [5]. M-CLL is the more indolent phenotype. Increased BCR signaling results in increased cell survival and proliferation [5]. Mutations that influence CLL’s progression include the 17p deletion(p53), trisomy 12(NOTCH1), 13q deletion(mir15), deletion 11q(ATM), and SF3B1[6]. These mutations result in the loss of p53, increased NOTCH1 expression, increased BCL-2 expression, and loss of ATM. NOTCH1 is mutated in 10-15% of patients diagnosed with CLL. NOTCH1 has a role in the development of different types of blood cells. NOTCH1 amplification results in faster progression, a less favorable outcome, and have increased risk of Richter’s transformation, the process of CLL cells transforming into diffuse large B cell lymphoma [7]. SF3B1 is a splicing factor subunit and has a role in alternative mRNA splicing and formation of certain proteins in CLL and other hematological malignancies [8]. The SF3B1 mutation is commonly found in patients with U-CLL and high expression of CD38 and ZAP-70 and is associated with shorter treatment free survival [9]. 10-15% of patients have a mutation in this gene resulting in dysfunctional protein processing [8]. This mutation is associated with fludarabine therapy resistance. p53 is an important part in the cell cycle checkpoint. It is part of the DNA damage response. This mutation is associated with increased growth and resistance to chemotherapy [10]. Factorsthatareassociatedwithhigh-riskCLLprogressionarethehighexpressionofCD38, Beta2-microglobulin, and ZAP-70. CD38 is a cell surface protein on immune and CLL cells that Crimson Publishers Wings to the Research Mini Review *Corresponding author: Tiara Griffen, De- partment of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA 30310, USA Submission: July 11, 2019 Published: July 16, 2019 Volume 3 - Issue1 How to cite this article: Tiara G, Steven K. Proteomics Exploration of Chronic Lymphocytic Leukemia. Nov Appro in Can Study. 3(1). NACS.000553.2019. DOI: 10.31031/NACS.2019.03.000553 Copyright@ Tiara Griffen, This article is distributed under the terms of the Creative Commons Attribution 4.0 International License, which permits unrestricted use and redistribution provided that the original author and source are credited. ISSN: 2637-773X 243Novel Approaches in Cancer Study Abstract Chronic Lymphocytic Leukemia (CLL) is an adult heme malignancy characterized by the presence of ma- ture-appearing CD5+ B cells in the blood, bone marrow, and secondary lymphoid organs. CLL is hetero- geneous in its progression and clinical outcomes. Factors that contribute to the heterogeneity include the immunoglobulin heavy chain (IGHV) status and chromosomal aberrations. CLL’s heterogeneous behavior has made it difficult to understand its biology and find a cure. Systems biology approaches are commonly used to establish biomarkers for cancer. Because proteins are targets of FDA approved therapies, pro- teomics approaches have been used to decipher the c mplex behavior of CLL pathogenesis and identify actionable targets. In this minireview, we highlight factors that contribute to CLL, new insights discovered from proteomics studies, and future directions.
  • 2. 244 Nov Appro in Can Study Copyright © : Tiara Griffen NACS.000553. 3(1).2019 express CD38 are more responsive to BCR stimulation and exhibit enhanced migration and increased proliferation and chemotaxis via ZAP-70 and ERK 1/2 signaling [11]. Beta 2-microglobulin(b2-m) is a protein that is a component of the MHC class I complex. High b2-m is associated with advanced stage and high lymphocyte counts in CLL [12]. ZAP-70 is a protein expressed near the surface of T cells and has an important role in T cell signaling. Abnormal ZAP-70 expression is associated with increased BCR signaling and migration towards tumor microenvironment in CLL and shorter survival [13,14]. Patients with high expression of ZAP-70, CD38, and beta 2-microglobulin have a poorer prognosis. BecauseCLLhasavarietyoffactorsthatinfluenceitsprogression and heterogeneity, it is important to identify how these factors alter B cell behavior on a systems level. Systems level approaches include genomics, transcriptomic, epigenetics, metabolomics, and proteomics. Although there is much insight provided by the various omics methods, proteins are the final product and the targets of many FDA approved therapiesand therefore may be more relevant to study. Furthermore, previous studies have reported low correlations between protein and gene expression. Hence, we should focus on exploring the post-translationally modified proteins to define and understand cancer biology. High throughput proteomics methods consist of multiplex immunoassays, phospho-specific flow cytometry, reverse phase protein arrays, quantitative immunohistochemistry, and mass spectrometry [15]. Phosphorylation specific flow cytometry is a high throughput method that quantifies phosphorylation levels of many cellular proteins [15]. Quantitative immunohistochemistry is a method that uses fluorescent labels to determine tumor and stroma localization, of proteins of interest [15]. Mass Spectrometry quantifies low and large abundance phospho-proteins. Multiplex immunoassays and Reverse Phase protein arrays allow the detection of proteins, with antibodies, from hundreds of analytes simultaneously and uses a small amount of sample [15]. The purpose of this review is to discuss proteomics methodologies used in CLL research and the insights that they have brought. Outcomes of CLL Proteomics Research: Deciphering CLL Metabolism and Tumor Microenvironment Signaling Deregulated cellular metabolism is an established hallmark of cancer [16]. Cancer cells derived from different tissues, have heterogeneous metabolic signaling. Proteomics methods have been ideal for quantifying metabolic signaling molecules to define cancer specific signatures. Mayer et al. Performed a study using mass spectrometry on 16 CLL and healthy donor samples from younger and older patients [17]. This study provided insight in the differences in the expression of proteins involved in the hallmarks of cancer. They observed that proteins involved in the inflammatory response, mitochondrial metabolism, DNA damage response, and mitochondrial stress and aging were deregulated in elderly patients versus the young patients. When assessing expression of proteins involved in the hallmarks of cancer, CLL cells had increased expression of proteins involved in “genome instability and mutation”, “avoiding immune destruction”, “resisting cell death”, and “deregulation of cellular energies”. [17] Thurgood et al. performed a study using a mass spectrometry analysis of PBMC(n=3) and healthy(n=6) or CLL(n=12) lymph node samples(n=12) and compared the results to healthy controls. [18] 12 and 3 CLL and healthy PBMC samples were included. 14 CLL and 6 healthy lymph nodes were examined. They observed that CLL cells had upregulation of proteins involved in ROS formation, the anti-oxidant response, and an auto-immune response that initiates hemolytic anemia compared to healthy controls. Differential expression analysis between the U-CLL and M-CLL samples revealed in 60 downregulated and 133 upregulated proteins. The upregulated proteins were involved in BCR stimulation and ROS production, consistent with previous report of increased BCR signaling in U-CLL. Pathways associated with the 189 differentially expressed proteins include migration, stress, PI3K, and glycolytic/ fatty acid signaling. Differential expression analysis of CLL and healthy lymph nodes revealed increased expression of CD99, STAT3, and anti-oxidant proteins. The authors also observed that there was a shift towards increased fatty acid and cholesterol synthesis in CLL cells. CLL progression and survival is highly dependent on interactions within the tumor immune microenvironment [19]. The microenvironment consists of T, stromal, endothelial, and nurse-like cells. These cells provide essential signaling molecules such as chemokines, WNT, and interleukins for cells survival and proliferation. CLL cell dependency on the microenvironment has made it difficult to culture cells once they are removed from patients. The roles that each of these cell types play in CLL progression have not been defined. To identify the role of stromal cells in CLL progression, Vangapandu et al. [20] used RPPA on peripheral blood CLL cells that were co-cultured with stromal cells. CLL cells that were cultured with stromal cells have significant [20] increase in calveolin-1, STAT3, NFkB, PDGFR, and cyclin B1 versus CLL cells alone. Increased expression of NFkB and STAT3 are associated with aggressive CLL progression. The secretion of PDGF was previously shown to mediate the expansion of mesenchymal stem cells in the tumor microenvironment. This study established that the stromal cells aid in the malignant growth of CLL cells and increases interactions with cells in the tumor microenvironment. A deregulated immune response is a key symptom of CLL. The origin of this deregulated immune response is currently unknown. Some hypothesize that CLL B cell expansion originated in response to a bacterial or viral infection or an auto-antigen. Griggio et al. identified cancer associated antigens in CLL that are recognized by patient antibodies.[21] They obtained these results from a serological proteome analysis (SERPA) of sera obtained from 35 patients who were untreated. SERPA is a combination method that consists of gel electrophoresis, western blotting, and mass spectrometry. Proteins recognized by antibodies, in patient sera, include ENO1, G3P
  • 3. 245 Nov Appro in Can Study Copyright © : Tiara Griffen NACS.000553. 3(1).2019 dehydrogenase, pyruvate dehydrogenase E1 subunit, and an actin binding protein. Out of all the proteins recognized, ENO1 was the only protein that was significantly recognized. ENO1 was also found tobeoverexpressedinlymphnodetissues,expressedintracellularly in peripheral blood derived CLL cells, and present on the surface of apoptotic B cells. The authors also noted that there was increased immunoreactivity in samples that had the high expression of ZAP70 and CD38. CLL cell recognition of these antigen promotes increased BCR signaling, hence increasing proliferation and survival, and establishing a chronic disease state. Conclusion Proteomic studies provide information on what proteins are actually being synthesized and post-translationally modified in normal and disease states. Examination of mutations in DNA are resourceful, but not if they do not have a consequence on the final protein product. Transcriptome information is also really good, but not all genes are translated into proteins. Proteins are the primary targets for cancer therapy. Proteomics studies have revealed new findings on the protein expression of CLL cells in the blood and lymph nodes along with young and old patients. These analyses have also brought new knowledge on the interactions between CLL cells and its tumor microenvironment and possible antigens that drive the chronic disease state. Although there have been many insights from past CLL proteomics studies, there is much left to do to define its pathogenic biology to find a cure. The aforementioned CLL protein studies were performed with mass spectrometry and small sample sizes, which is inefficient for proving a hypothesis. Also, the attributes examined in these studies did not reflect differences in patient protein expression reported based on their mutation, progression, and therapy status. Mutation, therapy, and progression status are prognostic factors that should be examined toestablishsignaturesthatcanbeusedinaclinicalsetting.Including these factors will create a study that is truly representative of the heterogeneous patient population. Recurrent mutation, metabolic, and gene signatures that have been identified that affect response,resistance, and survival status, but not protein signatures. It is important to identify protein signatures, since proteins are the actionable targets for FDA approved drugs. Resistance in CLL is typically attributed tomutations in BTK, PLCg, and BCL-2 proteins. Proteomics has the advantage identifying protein expression patterns associated with patients who have resistance status. For instance, Walliser et al. used proteomics to identify proteins associated with ibrutinib- resistant patients with mutations in PLCg. They discovered that PLCg is sensitive to RAC2 expression. Targeting RAC2 could be a novel therapy target for patients with the mutated PLCg, making their CLL cells more sensitive to ibrutinib therapy[22]. Information from proteomics studies has the potential to be used to identify novel therapy targets to improve treatment options. To validate previous findings and to gather more insight, a large patient cohort, that is truly representative of CLL heterogeneity, should be analyzed. Future CLL proteomics studies should also include more analyses of post translational modifications, extensive clinical phenotype associations, analysis of cells from the tumor immune microenvironment, and observe changes in protein expression over time. References 1. Kipps TJ, Stevenson FK, Wu CJ, Croce CM, Packham G, et al. (2017) Chron- ic lymphocytic leukaemia. Nat Rev Dis Primers 3: 16096. 2. Hamblin TJ, Davis Z, Gardiner A, Oscier DG, Stevenson FK (1999) Un- mutated Ig V(H) genes are associated with a more aggressive form of chronic lymphocytic leukemia. 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  • 4. 246 Nov Appro in Can Study Copyright © : Tiara Griffen NACS.000553. 3(1).2019 For possible submissions Click below: Submit Article 18. Thurgood LA, Dwyer ES, Lower KM, Chataway TK, Kuss BJ (2019) Al- tered expression of metabolic pathways in CLL detected by unlabeled quantitative mass spectrometry analysis. Br J Haematol 185(1): 65- 78. 19. Herishanu Y, Pérez-Galán P, Liu D, Biancotto A, Pittaluga S, et al. (2011) The lymph node microenvironment promotes B-cell receptor signaling, NF-kappaB activation, and tumor proliferation in chronic lymphocytic leukemia. Blood 117(2): 563-574. 20. Vangapandu HV, Chen H, Wierda WG, Keating MJ, Korkut A, et al. (2018) Proteomics profiling identifies induction of caveolin-1 in chronic lym- phocytic leukemia cells by bone marrow stromal cells. Leuk Lymphoma 59(6): 1427-1438. 21. Griggio V, Mandili G, Vitale C, Capello M, Macor P, et al. (2017) Humoral immune responses toward tumor-derived antigens in previously un- treated patients with chronic lymphocytic leukemia. Oncotarget 8(2): 3274-3288.