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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 7 Issue 1, January-February 2023 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 414
Mutations of KRAS that Have a Profound Impact on
Cancer Genomic Medicine Currently Being Pursued
Takuma Hayashi1,2
, Nobuo Yaegashi2,3
, Ikuo Konishi1,2
1
National Hospital Organization Kyoto Medical Centre, Kyoto, Japan
2
The Japan Agency for Medical Research and Development (AMED), Tokyo, Japan
3
Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Miyagi, Japan
ABSTRACT
The rat sarcoma viral oncogene homolog (RAS) family of closely
related oncogenes (KRAS, HRAS, and NRAS) are the most frequently
mutated drivers of malignant transformation. Although the RAS
family genes were discovered as human significant tumor genes 40
years ago, the RAS proteins have proved to be challenging targets in
anti-tumor drug discovery: sotorasib was only approved as the first
direct inhibitor of a RAS protein for clinical use in 2021. The
downstream signaling pathway of the epidermal growth factor
receptor (EGFR) mainly. EGF selectively binds to EGFR and triggers
the receptor to form a dimer that activates RAS. RAS transmits
signals from activated trans membrane receptor EGFR to effectors in
the B-raf proto oncogene (BRAF)/mitogen-activated protein kinase
(MEK)/extracellular signal-regulated kinase (ERK) signaling
pathway in the cytoplasm. The status of RAS proteins is a negative
predictive biomarker for anti-epidermal growth factor receptor
(EGFR) therapy in metastatic colon cancer. Our studies revealed that
splicing caused by the RAS mutations, which were considered
oncogenic, generates unfunctional RAS family. Especially, Kirsten
Rat Sarcoma (KRAS) silent variants are of concern to be a serious
problem in genomic cancer medicine.
How to cite this paper: Takuma Hayashi
| Nobuo Yaegashi | Ikuo Konishi
"Mutations of KRAS that Have a
Profound Impact on Cancer Genomic
Medicine Currently Being Pursued"
Published in
International
Journal of Trend in
Scientific Research
and Development
(ijtsrd), ISSN:
2456-6470,
Volume-7 | Issue-1,
February 2023, pp.414-417, URL:
www.ijtsrd.com/papers/ijtsrd52703.pdf
Copyright © 2023 by author (s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
The RAS superfamily (Ras protein, RAS subfamily)
is a small guanosine triphosphate (GTP)-binding
protein that regulates transcription, cell proliferation,
and cell motility. Moreover, RAS is a molecule
involved in many biological phenomena, such as the
suppression of cell death. The RAS gene is a type of
protooncogene because RAS mutants are significantly
associated with the cancerization and carcinogenesis
of cells. Mutations in the KRAS gene are the most
frequent drivers of tumor development across the
spectrum of human cancers. 1,2
Normally, RAS is
inactivated by binding to guanosine diphosphate
(GDP). However, when GDP is exchanged for GTP
by a guanine nucleotide exchange factor (GEF), RAS
is markedly activated in cancer cells.
Moreover, when all tyrosine kinase receptors (TKRs),
including platelet-derived growth factor (PDGF),
nerve growth factor (NGF), EGF, etc., are stimulated,
RAS is constantly activated (Figure 1A). Suppose a
missense mutation occurs in the RAS amino acid
sequence in which G13 and Q61 in the depression to
which GTP binds are replaced with another amino
acid. In that case, such mutant RAS can bind to GTP,
but mutant RAS cannot hydrolyze GTP and are
constantly activated. Therefore, mutations that are
constitutively activated and result in oncogeneization
are called oncogenic or pathogenic mutations.
The two antitumor agents covered by insurance as
molecular-targeted therapies for colorectal cancer are
bevacizumab, an anti-vascular endothelial growth
factor (VEGF) agent, and cetuximab and
panitumumab, which are anti-EGFR antibody agents
(Figure 1A). 3
Approximately forty percent of patients
with colon cancer have the pathogenic KRAS gene
mutation(s), which leads to runaway cell proliferation
and the rapid growth of cancer cells even without the
EGF signal. In the case of colorectal cancer cells with
the mutant KRAS gene, the response of molecular-
targeted drugs to EGFR is not observed. 4
Therefore,
the RAS status is a negative predictive biomarker for
IJTSRD52703
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 415
anti-EGFR therapy in metastatic colon cancer,5
and
identification of the KRAS gene mutations by genetic
testing such as the oncoBEAM ™ RAS CRC kit is
essential before anti-EGFR treatment.
Kobayashi et al. elucidated that RAS Q61K mutation
caused a change in the generation (splicing) of RAS
mRNA, such that the mature mRNA–– and thus the
protein –– was truncated and nonfunctional (Figure
1B). 6
However, in the case of a RAS Q61K mutation
in which the codon of 60G has (GGA, GGC, GGG),
splicing does not occur, so the RAS Q61K is
oncogenic functional. 6
The recent report states that although oligonucleotide
drug technology is advancing rapidly, the therapeutic
use of oligonucleotides for suppressing oncogenic
KRAS signaling remains theoretical. 7
Recent report
also shows that the development of small-molecule–
specific inhibitors of splicing in exon 3 of RAS
oncogenes is a candidate strategy for the growing
portfolio of approaches that are being pursued to
target cancers with oncogenic RAS; unfortunately the
clinical applications of this work may be distant. 7
From December 2019 to April 2022, a total of 1689
cases (OncoGuideTM
NCC Oncopanel System* test:
299 cases, FoundationOne○
R
CDx** tissue test: 1245
cases, FoundationOne○
R
CDx liquid test: 145 cases)
were investigated in cancer genomic medicine at a
national university in Japan. Recently, our medical
team examined total 318 patients with recurrent colon
cancer in cancer genomic medicine, and then our
medical team obtained the reports indicating detection
result of KRAS Q61K, KRAS Q61L, and KRAS
Q61H as oncogenic variants (also called druggable
variant or pathogenic variant)*** in cancer genomic
medicine by FoundationOne○
R
CDx for total 5 patients
with recurrent colon cancer (Table 1). By retesting
with ClinVar and OncoKB, KRAS Q61K, KRAS
Q61L and KRAS Q61H were pathogenic variants.
Therefore, our medical staff has abandoned the
prescription of anti-EGFR inhibitors for recurrent
colon cancer. However, after confirming the contents
of the research by Kobayashi et al.6
, our medical team
revealed by using whole DNA/RNA gene sequence
analysis and Entrez Gene program that KRAS Q61K,
KRAS Q61L and KRAS Q61H were KRAS GGT
(G60), AAA (K61), CTA (L61) and CAT (H61), in
short, these KRAS variants were nonfunctional
KRAS caused by altered splicing from the cryptic
splice donor site (Table 1). The response of
panitumumab, an anti-EGFR inhibitor, has been
confirmed for patients with colon cancer. Notably, the
findings obtained from the research conducted by
Kobayashi et al.6
have already brought great benefits
to the lives of cancer patients with recurrent colon
cancer in clinical practice.
Currently, personalized medical care for patients with
malignant tumors is being performed based on the
results of cancer genome tests. The results obtained
from Foundation One○
R
CDx and other molecular tests
to detect the variants (i.e., mutations, high copy
number of gene, loss of gene, etc.) are considered
oncogenic or benign or variants of unknown
significance (VUS) using updated databases including
ClinVar, ConcoKB, cosmic, VarSome, and MGeND.
However, the database used for cancer genomic
testing, as in the case of KRAS this time, is not
constantly updated. In the future, the contents of the
genome-wide databases must be updated based on the
results obtained from basic medical and clinical
research.
Footnote
OncoGuideTM
NCC oncopanel System*; Gene
mutation analysis set for cancer genome profiling test
(Sysmex Corporation Kobe, Hyogo, Japan)
FoundationOne CDx**; cancer genome test
(Foundation Medicine, Inc., Cambridge MA, USA)
Oncogenic variants (also called as druggable variants
or pathogenic variant)***; These variants include
oncogenic/pathogenic mutations, high-
expression/high copy number, and gene loss.
Author Contributions: T.H. performed most of the
clinical work and coordinated the project. T.H.
conducted the diagnostic pathological studies. T.H.
conceptualized the study and wrote the manuscript.
T.H., N.Y. and I.K. carefully reviewed this
manuscript and commented on the aspects of medical
science. I.K. shared information on clinical medicine
and oversaw the entirety of the study. All authors
have read and agreed to the published version of the
manuscript.
Funding: This clinical research was performed with
research funding from the following: Japan Society
for Promoting Science for TH (Grant No. 19K09840),
START-program Japan Science and Technology
Agency for TH (Grant No. STSC20001), and the
National Hospital Organization Multicenter clinical
study for TH (Grant No. 2019-Cancer in general-02).
Institutional Review Board Statement: This study
was reviewed and approved by the Central Ethics
Review Board of the National Hospital Organization
Headquarters in Japan (Tokyo, Japan) and Shinshu
University (Nagano, Japan) on August 17, 2019, with
approval codes NHO H31-02 and M192. The
completion numbers for the authors are
AP0000151756, AP0000151757, AP0000151769,
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 416
and AP000351128. As this research was considered
clinical research, consent to participate was required.
After briefing regarding the clinical study and
approval of the research contents, the participants
signed an informed consent form.
Informed Consent Statement: Not applicable for
studies not involving humans.
Data Availability Statement: The study did not
report any data.
Acknowledgments: We thank all medical staff for
providing animal care at Shinshu University School
of Medicine and the National Hospital Organization
Kyoto Medical Center. We appreciate Crimson
Interactive Japan Co., Ltd., for revising and polishing
our manuscript. This clinical research was performed
with research funding from the following: Japan
Society for Promoting Science for TH (Grant No.
19K09840), START-program Japan Science and
Technology Agency for TH (Grant No. STSC20001),
and the National Hospital Organization Multicenter
clinical study for TH (Grant No. 2019-Cancer in
general-02).
Conflicts of Interest: The authors declare no conflict
of interest.
Reference
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WK, Luna A, La KC, Dimitriadoy S, Liu DL,
Kantheti HS, Saghafinia S, Chakravarty D,
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SM, Shmulevich I, Ding L, Heins Z, Ochoa A,
Gross B, Gao J, Zhang H, Kundra R, Kandoth
C, Bahceci I, Dervishi L, Dogrusoz U, Zhou W,
Shen H, Laird PW, Way GP, Greene CS, Liang
H, Xiao Y, Wang C, Iavarone A, Berger AH,
Bivona TG, Lazar AJ, Hammer GD, Giordano
T, Kwong LN, McArthur G, Huang C, Tward
AD, Frederick MJ, McCormick F, Meyerson
M; Cancer Genome Atlas Research Network,
Van Allen EM, Cherniack AD, Ciriello G,
Sander C, Schultz N. Oncogenic Signaling
Pathways in The Cancer Genome Atlas. Cell.
2018 Apr 5; 173(2):321-337.e10.
doi:10.1016/j.cell.2018.03.035.
[2] Herbst RS, Schlessinger J. Small molecule
combats cancer-causing KRAS protein at last.
Nature. 2019 Nov; 575(7782):294-295.
doi:10.1038/d41586-019-03242-8.
[3] Ottaiano A, De Stefano A, Capozzi M, Nappi
A, De Divitiis C, Romano C, Silvestro L,
Cassata A, Casaretti R, Tafuto S, Caraglia M,
Berretta M, Nasti G, Avallone A. First Biologic
Drug in the Treatment of RAS Wild-Type
Metastatic Colorectal Cancer: Anti-EGFR or
Bevacizumab? Results from a Meta-
Analysis.Front Pharmacol. 2018 May3; 9: 441.
doi: 10.3389/fphar.2018.00441.
[4] Goel S, Huang J, Klampfer L. K-Ras, intestinal
homeostasis and colon cancer. Curr Clin
Pharmacol. 2015; 10(1): 73-81.
doi:10.2174/1574884708666131111204440.
[5] Kim TW, Elme A, Park JO, Udrea AA, Kim
SY, Ahn JB, Valencia RV, Krishnan S,
Manojlovic N, Guan X, Lofton-Day C, Jung
AS, Vrdoljak E. Final Analysis of Outcomes
and RAS/BRAF Status in a Randomized Phase
3 Study of Panitumumab and Best Supportive
Care in Chemorefractory Wild Type KRAS
Metastatic Colorectal Cancer. Clin Colorectal
Cancer. 2018 Sep; 17(3):206-214.
doi:10.1016/j.clcc.2018.03.008.
[6] Kobayashi Y, Chhoeu C, Li J, et al. Silent
mutations reveal therapeutic vulnerability in
RAS Q61 cancers. Nature 2022; 603:335-342.
[7] Molina-Arcas M, Downward J. The Potency of
a KRAS Silent Variant N Engl J Med 2022;
386:2523-2525.
Figure 1. Identification of nonfunctional KRAS Q61K variant of patient with recurrent colon cancer by
using whole gene sequence analysis. A. An overview of the EGFR pathway and its main downstream effectors,
KRAS/BRAF/MEK/ERK. Notes: Activated MEK/ERK can induce cancer cell proliferation and invasion. Anti-
EGFR mAbs, such as cetuximab or panitumumab, can bind EGFR and block its function. B. Recent research
demonstrated that the oncogenic effect of an activating variant (the KRAS Q61K mutation) was dependent on a
second, silent variant, G60, in KRAS. The mutation resulting in KRAS Q61K produces aberrant RNA splicing
in exon 3, which results in a frameshift (in exon 4) and the introduction of an early stop codon. Abbreviations:
BRAF; B-raf protooncogene, EGFR; epidermal growth factor receptor, ERK; extracellular signal-regulated
kinase, KRAS; Kirsten murine sarcoma, MEK; mitogen-activated protein kinase
Table 1. KRAS Q61K was determined to be an oncogenic variant in genomic cancer medicine by
FoundationOne○
R
CDx for a patient with recurrent colon cancer. By retesting with ClinVar, KRAS Q61K was a
pathogenic variant. The studies by using whole gene sequence analysis and Entrez Gene program revealed that
KRAS Q61K, KRAS Q61L, and KRAS Q61H were KRAS GGT (G60) and AAA (K61), CTA (L61), and CAT
(H61), and was nonfunctional KRAS caused by altered splicing from the cryptic splice donor site.
International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 417
Figure 1
Cases of patients with recurrent colon cancer
Results of Foundation One CDx for KRAS mutations
KRAS Amino Acid F1CDx ClinVar KRAS Activation
Wild Type G60 Q61 - - normal
Patient #1 G60 K61 oncogenic pathogenic functional
Patient #2 G60 L61 oncogenic pathogenic functional
Patient #3 G60 H61 oncogenic pathogenic functional
Patient #4 G60 H61 oncogenic pathogenic functional
Patient #5 G61 L61 oncogenic pathogenic functional
Results of genome DNA/RNA sequence analysis and Entrez Gene program
codon of aa60 codon of aa61 RNA function KRAS Activation
Wild Type GGT (G60) CAA (Q61) normal function Normal activation
Patient #1 GGT (G60) AAA (K61) altered splicing nonfunctional
Patient #2 GGT (G60) CTA (L61) altered splicing nonfunctional
Patient #3 GGT (G60) CAT (H61) altered splicing nonfunctional
Patient #4 GGT (G60) CAT (H61) altered splicing nonfunctional
Patient #5 GGT (G60) CTA (L61) altered splicing nonfunctional
Table 1

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Mutations of KRAS that Have a Profound Impact on Cancer Genomic Medicine Currently Being Pursued

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 7 Issue 1, January-February 2023 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 414 Mutations of KRAS that Have a Profound Impact on Cancer Genomic Medicine Currently Being Pursued Takuma Hayashi1,2 , Nobuo Yaegashi2,3 , Ikuo Konishi1,2 1 National Hospital Organization Kyoto Medical Centre, Kyoto, Japan 2 The Japan Agency for Medical Research and Development (AMED), Tokyo, Japan 3 Department of Obstetrics and Gynecology, Tohoku University Graduate School of Medicine, Miyagi, Japan ABSTRACT The rat sarcoma viral oncogene homolog (RAS) family of closely related oncogenes (KRAS, HRAS, and NRAS) are the most frequently mutated drivers of malignant transformation. Although the RAS family genes were discovered as human significant tumor genes 40 years ago, the RAS proteins have proved to be challenging targets in anti-tumor drug discovery: sotorasib was only approved as the first direct inhibitor of a RAS protein for clinical use in 2021. The downstream signaling pathway of the epidermal growth factor receptor (EGFR) mainly. EGF selectively binds to EGFR and triggers the receptor to form a dimer that activates RAS. RAS transmits signals from activated trans membrane receptor EGFR to effectors in the B-raf proto oncogene (BRAF)/mitogen-activated protein kinase (MEK)/extracellular signal-regulated kinase (ERK) signaling pathway in the cytoplasm. The status of RAS proteins is a negative predictive biomarker for anti-epidermal growth factor receptor (EGFR) therapy in metastatic colon cancer. Our studies revealed that splicing caused by the RAS mutations, which were considered oncogenic, generates unfunctional RAS family. Especially, Kirsten Rat Sarcoma (KRAS) silent variants are of concern to be a serious problem in genomic cancer medicine. How to cite this paper: Takuma Hayashi | Nobuo Yaegashi | Ikuo Konishi "Mutations of KRAS that Have a Profound Impact on Cancer Genomic Medicine Currently Being Pursued" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-7 | Issue-1, February 2023, pp.414-417, URL: www.ijtsrd.com/papers/ijtsrd52703.pdf Copyright © 2023 by author (s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) The RAS superfamily (Ras protein, RAS subfamily) is a small guanosine triphosphate (GTP)-binding protein that regulates transcription, cell proliferation, and cell motility. Moreover, RAS is a molecule involved in many biological phenomena, such as the suppression of cell death. The RAS gene is a type of protooncogene because RAS mutants are significantly associated with the cancerization and carcinogenesis of cells. Mutations in the KRAS gene are the most frequent drivers of tumor development across the spectrum of human cancers. 1,2 Normally, RAS is inactivated by binding to guanosine diphosphate (GDP). However, when GDP is exchanged for GTP by a guanine nucleotide exchange factor (GEF), RAS is markedly activated in cancer cells. Moreover, when all tyrosine kinase receptors (TKRs), including platelet-derived growth factor (PDGF), nerve growth factor (NGF), EGF, etc., are stimulated, RAS is constantly activated (Figure 1A). Suppose a missense mutation occurs in the RAS amino acid sequence in which G13 and Q61 in the depression to which GTP binds are replaced with another amino acid. In that case, such mutant RAS can bind to GTP, but mutant RAS cannot hydrolyze GTP and are constantly activated. Therefore, mutations that are constitutively activated and result in oncogeneization are called oncogenic or pathogenic mutations. The two antitumor agents covered by insurance as molecular-targeted therapies for colorectal cancer are bevacizumab, an anti-vascular endothelial growth factor (VEGF) agent, and cetuximab and panitumumab, which are anti-EGFR antibody agents (Figure 1A). 3 Approximately forty percent of patients with colon cancer have the pathogenic KRAS gene mutation(s), which leads to runaway cell proliferation and the rapid growth of cancer cells even without the EGF signal. In the case of colorectal cancer cells with the mutant KRAS gene, the response of molecular- targeted drugs to EGFR is not observed. 4 Therefore, the RAS status is a negative predictive biomarker for IJTSRD52703
  • 2. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 415 anti-EGFR therapy in metastatic colon cancer,5 and identification of the KRAS gene mutations by genetic testing such as the oncoBEAM ™ RAS CRC kit is essential before anti-EGFR treatment. Kobayashi et al. elucidated that RAS Q61K mutation caused a change in the generation (splicing) of RAS mRNA, such that the mature mRNA–– and thus the protein –– was truncated and nonfunctional (Figure 1B). 6 However, in the case of a RAS Q61K mutation in which the codon of 60G has (GGA, GGC, GGG), splicing does not occur, so the RAS Q61K is oncogenic functional. 6 The recent report states that although oligonucleotide drug technology is advancing rapidly, the therapeutic use of oligonucleotides for suppressing oncogenic KRAS signaling remains theoretical. 7 Recent report also shows that the development of small-molecule– specific inhibitors of splicing in exon 3 of RAS oncogenes is a candidate strategy for the growing portfolio of approaches that are being pursued to target cancers with oncogenic RAS; unfortunately the clinical applications of this work may be distant. 7 From December 2019 to April 2022, a total of 1689 cases (OncoGuideTM NCC Oncopanel System* test: 299 cases, FoundationOne○ R CDx** tissue test: 1245 cases, FoundationOne○ R CDx liquid test: 145 cases) were investigated in cancer genomic medicine at a national university in Japan. Recently, our medical team examined total 318 patients with recurrent colon cancer in cancer genomic medicine, and then our medical team obtained the reports indicating detection result of KRAS Q61K, KRAS Q61L, and KRAS Q61H as oncogenic variants (also called druggable variant or pathogenic variant)*** in cancer genomic medicine by FoundationOne○ R CDx for total 5 patients with recurrent colon cancer (Table 1). By retesting with ClinVar and OncoKB, KRAS Q61K, KRAS Q61L and KRAS Q61H were pathogenic variants. Therefore, our medical staff has abandoned the prescription of anti-EGFR inhibitors for recurrent colon cancer. However, after confirming the contents of the research by Kobayashi et al.6 , our medical team revealed by using whole DNA/RNA gene sequence analysis and Entrez Gene program that KRAS Q61K, KRAS Q61L and KRAS Q61H were KRAS GGT (G60), AAA (K61), CTA (L61) and CAT (H61), in short, these KRAS variants were nonfunctional KRAS caused by altered splicing from the cryptic splice donor site (Table 1). The response of panitumumab, an anti-EGFR inhibitor, has been confirmed for patients with colon cancer. Notably, the findings obtained from the research conducted by Kobayashi et al.6 have already brought great benefits to the lives of cancer patients with recurrent colon cancer in clinical practice. Currently, personalized medical care for patients with malignant tumors is being performed based on the results of cancer genome tests. The results obtained from Foundation One○ R CDx and other molecular tests to detect the variants (i.e., mutations, high copy number of gene, loss of gene, etc.) are considered oncogenic or benign or variants of unknown significance (VUS) using updated databases including ClinVar, ConcoKB, cosmic, VarSome, and MGeND. However, the database used for cancer genomic testing, as in the case of KRAS this time, is not constantly updated. In the future, the contents of the genome-wide databases must be updated based on the results obtained from basic medical and clinical research. Footnote OncoGuideTM NCC oncopanel System*; Gene mutation analysis set for cancer genome profiling test (Sysmex Corporation Kobe, Hyogo, Japan) FoundationOne CDx**; cancer genome test (Foundation Medicine, Inc., Cambridge MA, USA) Oncogenic variants (also called as druggable variants or pathogenic variant)***; These variants include oncogenic/pathogenic mutations, high- expression/high copy number, and gene loss. Author Contributions: T.H. performed most of the clinical work and coordinated the project. T.H. conducted the diagnostic pathological studies. T.H. conceptualized the study and wrote the manuscript. T.H., N.Y. and I.K. carefully reviewed this manuscript and commented on the aspects of medical science. I.K. shared information on clinical medicine and oversaw the entirety of the study. All authors have read and agreed to the published version of the manuscript. Funding: This clinical research was performed with research funding from the following: Japan Society for Promoting Science for TH (Grant No. 19K09840), START-program Japan Science and Technology Agency for TH (Grant No. STSC20001), and the National Hospital Organization Multicenter clinical study for TH (Grant No. 2019-Cancer in general-02). Institutional Review Board Statement: This study was reviewed and approved by the Central Ethics Review Board of the National Hospital Organization Headquarters in Japan (Tokyo, Japan) and Shinshu University (Nagano, Japan) on August 17, 2019, with approval codes NHO H31-02 and M192. The completion numbers for the authors are AP0000151756, AP0000151757, AP0000151769,
  • 3. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 416 and AP000351128. As this research was considered clinical research, consent to participate was required. After briefing regarding the clinical study and approval of the research contents, the participants signed an informed consent form. Informed Consent Statement: Not applicable for studies not involving humans. Data Availability Statement: The study did not report any data. Acknowledgments: We thank all medical staff for providing animal care at Shinshu University School of Medicine and the National Hospital Organization Kyoto Medical Center. We appreciate Crimson Interactive Japan Co., Ltd., for revising and polishing our manuscript. This clinical research was performed with research funding from the following: Japan Society for Promoting Science for TH (Grant No. 19K09840), START-program Japan Science and Technology Agency for TH (Grant No. STSC20001), and the National Hospital Organization Multicenter clinical study for TH (Grant No. 2019-Cancer in general-02). Conflicts of Interest: The authors declare no conflict of interest. Reference [1] Sanchez-Vega F, Mina M, Armenia J, Chatila WK, Luna A, La KC, Dimitriadoy S, Liu DL, Kantheti HS, Saghafinia S, Chakravarty D, Daian F, Gao Q, Bailey MH, Liang WW, Foltz SM, Shmulevich I, Ding L, Heins Z, Ochoa A, Gross B, Gao J, Zhang H, Kundra R, Kandoth C, Bahceci I, Dervishi L, Dogrusoz U, Zhou W, Shen H, Laird PW, Way GP, Greene CS, Liang H, Xiao Y, Wang C, Iavarone A, Berger AH, Bivona TG, Lazar AJ, Hammer GD, Giordano T, Kwong LN, McArthur G, Huang C, Tward AD, Frederick MJ, McCormick F, Meyerson M; Cancer Genome Atlas Research Network, Van Allen EM, Cherniack AD, Ciriello G, Sander C, Schultz N. Oncogenic Signaling Pathways in The Cancer Genome Atlas. Cell. 2018 Apr 5; 173(2):321-337.e10. doi:10.1016/j.cell.2018.03.035. [2] Herbst RS, Schlessinger J. Small molecule combats cancer-causing KRAS protein at last. Nature. 2019 Nov; 575(7782):294-295. doi:10.1038/d41586-019-03242-8. [3] Ottaiano A, De Stefano A, Capozzi M, Nappi A, De Divitiis C, Romano C, Silvestro L, Cassata A, Casaretti R, Tafuto S, Caraglia M, Berretta M, Nasti G, Avallone A. First Biologic Drug in the Treatment of RAS Wild-Type Metastatic Colorectal Cancer: Anti-EGFR or Bevacizumab? Results from a Meta- Analysis.Front Pharmacol. 2018 May3; 9: 441. doi: 10.3389/fphar.2018.00441. [4] Goel S, Huang J, Klampfer L. K-Ras, intestinal homeostasis and colon cancer. Curr Clin Pharmacol. 2015; 10(1): 73-81. doi:10.2174/1574884708666131111204440. [5] Kim TW, Elme A, Park JO, Udrea AA, Kim SY, Ahn JB, Valencia RV, Krishnan S, Manojlovic N, Guan X, Lofton-Day C, Jung AS, Vrdoljak E. Final Analysis of Outcomes and RAS/BRAF Status in a Randomized Phase 3 Study of Panitumumab and Best Supportive Care in Chemorefractory Wild Type KRAS Metastatic Colorectal Cancer. Clin Colorectal Cancer. 2018 Sep; 17(3):206-214. doi:10.1016/j.clcc.2018.03.008. [6] Kobayashi Y, Chhoeu C, Li J, et al. Silent mutations reveal therapeutic vulnerability in RAS Q61 cancers. Nature 2022; 603:335-342. [7] Molina-Arcas M, Downward J. The Potency of a KRAS Silent Variant N Engl J Med 2022; 386:2523-2525. Figure 1. Identification of nonfunctional KRAS Q61K variant of patient with recurrent colon cancer by using whole gene sequence analysis. A. An overview of the EGFR pathway and its main downstream effectors, KRAS/BRAF/MEK/ERK. Notes: Activated MEK/ERK can induce cancer cell proliferation and invasion. Anti- EGFR mAbs, such as cetuximab or panitumumab, can bind EGFR and block its function. B. Recent research demonstrated that the oncogenic effect of an activating variant (the KRAS Q61K mutation) was dependent on a second, silent variant, G60, in KRAS. The mutation resulting in KRAS Q61K produces aberrant RNA splicing in exon 3, which results in a frameshift (in exon 4) and the introduction of an early stop codon. Abbreviations: BRAF; B-raf protooncogene, EGFR; epidermal growth factor receptor, ERK; extracellular signal-regulated kinase, KRAS; Kirsten murine sarcoma, MEK; mitogen-activated protein kinase Table 1. KRAS Q61K was determined to be an oncogenic variant in genomic cancer medicine by FoundationOne○ R CDx for a patient with recurrent colon cancer. By retesting with ClinVar, KRAS Q61K was a pathogenic variant. The studies by using whole gene sequence analysis and Entrez Gene program revealed that KRAS Q61K, KRAS Q61L, and KRAS Q61H were KRAS GGT (G60) and AAA (K61), CTA (L61), and CAT (H61), and was nonfunctional KRAS caused by altered splicing from the cryptic splice donor site.
  • 4. International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD52703 | Volume – 7 | Issue – 1 | January-February 2023 Page 417 Figure 1 Cases of patients with recurrent colon cancer Results of Foundation One CDx for KRAS mutations KRAS Amino Acid F1CDx ClinVar KRAS Activation Wild Type G60 Q61 - - normal Patient #1 G60 K61 oncogenic pathogenic functional Patient #2 G60 L61 oncogenic pathogenic functional Patient #3 G60 H61 oncogenic pathogenic functional Patient #4 G60 H61 oncogenic pathogenic functional Patient #5 G61 L61 oncogenic pathogenic functional Results of genome DNA/RNA sequence analysis and Entrez Gene program codon of aa60 codon of aa61 RNA function KRAS Activation Wild Type GGT (G60) CAA (Q61) normal function Normal activation Patient #1 GGT (G60) AAA (K61) altered splicing nonfunctional Patient #2 GGT (G60) CTA (L61) altered splicing nonfunctional Patient #3 GGT (G60) CAT (H61) altered splicing nonfunctional Patient #4 GGT (G60) CAT (H61) altered splicing nonfunctional Patient #5 GGT (G60) CTA (L61) altered splicing nonfunctional Table 1