Literature DB >> 35664766

Genomics of Tumor Origin and Characteristics for Adenocarcinoma and Malignant Pleural Mesothelioma: A Case Report.

Katsuo Usuda1,2, Yo Niida3,4, Masahito Ishikawa1, Shun Iwai1, Aika Yamagata1, Yoshihito Iijima1, Nozomu Motono1, Sohsuke Yamada5, Hidetaka Uramoto1.   

Abstract

A female underwent a right middle lobectomy for a pulmonary adenocarcinoma (AD). She eventually died of a right malignant pleural mesothelioma (MPM; sarcomatoid type) 4 years and 7 months after the removal of the AD even though she did not have any history of asbestos exposure, smoking, or radiation exposure. Her chest CT revealed multiple pulmonary nodules and bilateral pleural effusion with a right pleural tumor directly invading into the abdominal cavity. The genomics of tumor origin and characteristics were examined for the AD and the MPM. As a result, 50 somatic variants were detected in the AD, and 29 somatic variants were detected in the MPM. The variants which were common in both the AD and the MPM were not present, which suggested that the AD and the MPM had occurred independently in different origins. The MPM had two driver oncogenes of TP53 and EP300, but the AD did not. Two driver oncogenes of TP53 and EP300 were hypothesized to make the MPM aggressive. The speed at which the MPM progressed without the patient having a history of asbestos exposure, smoking, or radiation exposure was alarming.
Copyright © 2022 Usuda, Niida, Ishikawa, Iwai, Yamagata, Iijima, Motono, Yamada and Uramoto.

Entities:  

Keywords:  adenocarcinoma; genomics; lung cancer; malignant pleural mesothelioma; oncogene

Year:  2022        PMID: 35664766      PMCID: PMC9160749          DOI: 10.3389/fonc.2022.858094

Source DB:  PubMed          Journal:  Front Oncol        ISSN: 2234-943X            Impact factor:   5.738


Introduction

Malignant mesothelioma (MM) is an aggressive malignancy of serosal membranes, including the pleura, peritoneum, pericardium, and the tunica vaginalis of the testes, predominantly caused by prior asbestos exposure (1). Malignant pleural mesothelioma (MPM) is the most common form of mesothelioma, accounting for approximately 80% of the disease, and is a lethal cancer with nearly 25,000 deaths worldwide in 2018 (2). Despite global efforts to reduce asbestos exposure through prohibition and mine closure in many countries, a decrease of mesothelioma incidences has not been achieved. It has been characterized by a long latency period between asbestos exposure and MPM presentation (13–70 years) and a lower survival rate (3). Some studies average the prognosis to be roughly 1 year after diagnosis (4). Genetic changes are required for the malignant transformation of mesothelial cells. Several oncogenes and tumor suppressors have been hypothesized to play a role in MPM carcinogenesis (5). MPM is histopathologically classified into three variants: epithelioid, sarcomatoid, and mixed/biphasic (6). We experienced an impressive case in whom an aggressive MPM was diagnosed 4 years and 7 months after a curative pulmonary resection for pulmonary adenocarcinoma (AD). The origin and characteristics for the two kinds of tumors were examined from the point of genomics.

Background

A 77-year-old female patient did not have a history of asbestos exposure, smoking, or radiation exposure. She used to live in the country and was a housewife. She did not work in a factory and had no known contact with asbestos. She underwent a right middle lobectomy and nodal dissection for pulmonary AD which showed a ground glass opacity of 32 mm in size ( ). The diagnosis of AD was determined to be a minimally invasive AD (predominantly lepidic pattern) of pT2aN0M0 (pStage IB). For this diagnosis, we used not only morphological methods but also immunohistochemistry methods ( ). The AD was positive for TTF-1 and Napsin A and negative for calretinin, D2-40, or p40, which meant a pulmonary origin. Its epidermal growth factor receptor in real-time PCR was negative, and its anaplastic lymphoma kinase was negative. After the pulmonary resection, the patient had follow-up chest X-ray or chest CT every 6 months. At 2 years and 3 months after the pulmonary resection, the follow-up chest CT revealed a right pleural effusion ( ). The cytology of the right pleural effusion was negative for malignancy, and a recurrence of lung cancer was judged to be negative. At 4 years and 5 months after the pulmonary resection, there was not any symptom and any evidence of another tumor. At 4 years and 7 months after the pulmonary resection, the chest CT revealed multiple pulmonary nodules and bilateral pleural effusion with a right pleural tumor directly invading into the abdominal cavity ( ). The brain CT revealed a brain metastasis. The cytology of the right pleural effusion gave two negative results. The patient died of respiratory failure due to the malignant tumors within a month after the chest CT. An autopsy of the patient revealed that a right MPM (sarcomatoid type) invaded into the right adrenal gland and the liver with multiple pulmonary metastasis, multiple pleural metastasis, multiple metastasis to hilar and mediastinal lymph nodes, and oligometastasis into the heart. The MPM consisted of fusiform-shaped sarcomatoid mesothelial cells. The MPM was negative for TTF-1, Napsin A, or p40 and weakly positive for calretinin and positive for D2-40 ( ), which meant a mesothelium origin. The pathology was quite different from the adenocarcinoma.
Figure 1

(A) Chest CT showing a ground glass opacity of 32 mm in size in her middle lobe of the right lung. (B) At 2 years and 3 months after pulmonary resection, the follow-up chest CT revealed right pleural effusion. (C–F) At 4 year and 7 months after pulmonary resection, the chest CT revealed multiple pulmonary nodules and bilateral pleural effusion with a right pleural tumor directly invading into the abdominal cavity. A right malignant pleural mesothelioma (sarcomatoid type) invaded to the right adrenal gland and the liver.

Figure 2

(A) Pathology of primary lung cancer (×100). (B) TTF-1 of lung cancer (positive; ×400). (C) Calretinin of lung cancer (negative; ×400). (D) Pathology of malignant pleural mesothelioma (×200). (E) Calretinin of malignant pleural mesothelioma (MPM; weakly positive; ×400). (F) D2-40 of MPM (positive; ×400).

(A) Chest CT showing a ground glass opacity of 32 mm in size in her middle lobe of the right lung. (B) At 2 years and 3 months after pulmonary resection, the follow-up chest CT revealed right pleural effusion. (C–F) At 4 year and 7 months after pulmonary resection, the chest CT revealed multiple pulmonary nodules and bilateral pleural effusion with a right pleural tumor directly invading into the abdominal cavity. A right malignant pleural mesothelioma (sarcomatoid type) invaded to the right adrenal gland and the liver. (A) Pathology of primary lung cancer (×100). (B) TTF-1 of lung cancer (positive; ×400). (C) Calretinin of lung cancer (negative; ×400). (D) Pathology of malignant pleural mesothelioma (×200). (E) Calretinin of malignant pleural mesothelioma (MPM; weakly positive; ×400). (F) D2-40 of MPM (positive; ×400). A dual deep sequence was performed to accurately compare the genomes of the two tumors by SureSelect NCC oncopanel (Agilent) (7). Two kinds of DNA polymerase (KAPA, Roche CustomBiotech; NEB, New England Biolabs) were employed for the first (pre-capture) library amplification, then two libraries were created for each of the AD and the MPM. Variant calls common to the KAPA and NEB libraries were selected in each tumor, and variant calls with variant allele frequency (VAF) less than 5% (<0.05) were eliminated as noise (7). As a result, 50 somatic variants were detected in the AD, and 29 somatic variants were detected in the MPM. The variants which were common both in the AD and the MPM were not present, which suggested that the origins of these tumors were different. The tumor content ratio was low (25 to 30%) in the adenocarcinoma, and all the detected mutations seemed to be heterozygous mutations ( ). Mutations of TP53 and EP300 were detected in MPM, not in AD. Although a specific driver mutation was not detected in AD, the mutations of PIK3R1 c.1915C>T p.(Arg639Ter) and FLT3 c.931C>T p.(Arg311Trp) were there, which were registered in the Catalogue of Somatic Mutations in Cancer (COSIMC). The tumor mutation burden (TMB) was 53.0 mut/Mbp in the AD and 30.7 mut/Mbp in the MPM, whose TMBs showed a higher hypermutation rate. There was no translocation of chromosome and no detection of fused genes in the AD and the MPM. As for the mutation of TP53 and EP300, VAF was high in MPM, the tumor content ratio was about 90%, and the mutations were interpreted as with accompanying homozygosity and loss of heterozygosity (LOH). The two tumors had different molecular pathologies and different origins. In the structural chromosomal aberration analysis by DNA microarray with OncoScan CNV (Affymetrix) ( ), all chromosomes of the MPM showed abnormality, whereas the chromosomal aberration of AD showed relatively local abnormality. The commonality was not found in the pattern of the chromosomal aberration between the AD and the MPM. The entire chromosome 17 and EP300 locus of chromosome 22 of MPM exhibited a single copy, and LOH of TP53 and EP300 was confirmed to be due to chromosome deletion.
Table 1

Suspicious pathogenic variants detected by cancer gene panel.

TumorChromosome numberPOS(hg38)dbSNP_IDREFALTGeneHGVS_FormatTV_GTVAFSIFTPP2HVARPP2HDIVMUTTASTERMUTASSESSORLRT
ADchr9136502399CT NOTCH1 NM_017617.5:c.5257G>A p.(Gly1753Arg)Hetero0.16D(0.034)P(0.9)D(0.999)D(1)M(2.74)D(0.000001)
chr556881876CA MAP3K1 NM_005921:c.2676C>A p.(Asn892Lys)Hetero0.14D(0.008)B(0.006)B(0.006)N(0.894783)L(1.7)N(0.052341)
chr1328049489GA FLT3 NM_004119.3:c.931C>T p.(Arg311Trp)Hetero0.13D(0.002)D(0.999)D(1.0)D(0.999705)L(0.805)D(0.000004)
chr568296271CT PIK3R1 NM_001242466.2:c.1915C>T p.(Arg639Ter)Hetero0.12
chr347037710CA SETD2 NM_001349370.3:c.7306G>T p.(Glu2436Ter)Hetero0.1
chr1917840301GT JAK3 NM_000215.4:c.1183C>A p.(Arg395Ser)Hetero0.07T(0.063)B(0.042)B(0.046)N(1)N(0)N(0.846991)
chr1910499591CA KEAP1 NM_012289.4:c.443G>T p.(Gly148Val)Hetero0.06D(0.039)D(0.974)D(0.999)D,D(1,1)L(1.67)D(0.000000)
chr9132910576rs118203506TGTGG TSC1 NM_000368.5:c.1256dupC p.(Arg420fs)Hetero0.06
chr16346821CA AXIN1 NM_003502.4:c.205G>T p.(Gly69Trp)Hetero0.05D(0.001)D(1.0)D(1.0)D,D(1,1)M(2.54)D(0.000000)
MPMchr177675124rs148924904TC TP53 NM_000546.6:c.371A>G p.(Tyr124Cys)Homo 0.89 D(0.0,0.0)D(0.999)D(1.0)D(0.999992)M(2.14)D(0.000003)
chr2241117297GC EP300 NM_001362843.2:c.205G>C p.(Gly69Arg)Homo 0.87 D(0.002)D(0.971)D(0.999)D(0.991824)L(1.65)D(0.000141)
chr9136505577rs778742968AG NOTCH1 NM_017617.5:c.4319T>C p.(Ile1440Thr)Hetero0.1T(0.264)D(0.996)D(0.999)D(0.99977)N(-0.14)U(0.000000)
chr164855540CA JAK1 NM_001320923.2:c.1617G>T p.(Met539Ile)Hetero0.09T(0.136)B(0.0)B(0.0)N(0.999428)N(0)
chr1915191656GCCTGTGGCACACAGATGCAGCAGTCCAGCCACCTGGCGCATGTCCACCCGAGGCCTGCCTCCCCGCTCCCTCTGGCCGCAGTGCCCAG NOTCH3 NM_000435.3:c.802+2_803del p.(Gly268fs)Hetero0.09
chr995508310rs756897237TGCCT PTCH1 NM_000264.5:c.49_51del p.(Gly17del)Hetero0.08
chr7129206365CGCAGGTATAGTGACTGGTAGGAACGGGAGACCTGGATGGGGTGAGTTTGAGGGAGGGGGCCAGTAACCCACCTTCTGTCCCACCCCTTCCTGCTC SMO NM_005631.5:c.1140+3_1142del p.(Val381fs)Hetero0.06
chr111139434GCCTTAAAAATAAGAGAAACTGGGTTATAGACAGAACTGGACAGCCCAGGGACACCATGGGGCCCTACCTGCCCATGTGGGTGGGTGGTTGTCACTCAG MTOR NM_001386500.1:c.4998+2_4999del p.(Ala1667fs)Hetero0.06
chr9136504956rs761020817GCACG NOTCH1 NM_017617.5:c.4732_4734del p.(Val1578del)Hetero0.06
chr9136515399TCCTGAAGGGGTGGCACGTGTCGGTCAGTCCTCAGGCCCGCCCTGCCCACTGGCCCCCCGCCGGCCACCCGCCTGGCCGGCCAT NOTCH1 NM_017617.5:c.1903+2_1904del p.Gly635fsHetero0.06
chr454274562AGTCCTGGTGCTGTTGGTGATTGTGATCATCTCACTTATTA PDGFRA NM_001347827.2:c.1599_1637del p.(Leu534_Val546del)Hetero0.06

AD, adenocarcinoma; MPM, malignant pleural mesothelioma; TV_GT, zygosity of the mutations in tumors estimated from tumor cell content and VAF; VAF, variant allele frequency; in silico analysis was performed by Variant Annotation Integrator (https://genome.ucsc.edu/cgi-bin/hgVai); SIFT, sorting intolerant from tolerant (D, damaging; T, tolerated); PP2HVAR, PolyPhen-2 with HumVar training set (D, probably damaging; P, possibly damaging; B, benign); PP2HVAR, PolyPhen-2 with HumDiv training set (D, probably damaging; P, possibly damaging; B, benign); MUTTASTER, MutationTaster (D, disease causing; N, polymorphism); MUTASSESSOR, Mutationassessor (M, medium; L, low; N, neutral); LRT, likelihood ratio test (D, deleterious; N, Neutral; U, unknown).

Figure 3

Structural chromosomal aberration analysis by DNA microarray (OncoScan CNV). All chromosomes showed abnormality in malignant pleural mesothelioma, whereas the chromosomal aberration of lung adenocarcinoma was relatively local. A commonality was not found in the patterns of the chromosomal aberration between the adenocarcinoma and the malignant pleural mesothelioma.

Suspicious pathogenic variants detected by cancer gene panel. AD, adenocarcinoma; MPM, malignant pleural mesothelioma; TV_GT, zygosity of the mutations in tumors estimated from tumor cell content and VAF; VAF, variant allele frequency; in silico analysis was performed by Variant Annotation Integrator (https://genome.ucsc.edu/cgi-bin/hgVai); SIFT, sorting intolerant from tolerant (D, damaging; T, tolerated); PP2HVAR, PolyPhen-2 with HumVar training set (D, probably damaging; P, possibly damaging; B, benign); PP2HVAR, PolyPhen-2 with HumDiv training set (D, probably damaging; P, possibly damaging; B, benign); MUTTASTER, MutationTaster (D, disease causing; N, polymorphism); MUTASSESSOR, Mutationassessor (M, medium; L, low; N, neutral); LRT, likelihood ratio test (D, deleterious; N, Neutral; U, unknown). Structural chromosomal aberration analysis by DNA microarray (OncoScan CNV). All chromosomes showed abnormality in malignant pleural mesothelioma, whereas the chromosomal aberration of lung adenocarcinoma was relatively local. A commonality was not found in the patterns of the chromosomal aberration between the adenocarcinoma and the malignant pleural mesothelioma.

Discussion

The patient did not have any history of asbestos exposure, smoking, occupational radiation exposure, or medical radiation therapy. Besides these, there was no evidence of mesothelioma in the right pleural cavity when she underwent a right middle lobectomy and nodal dissection for pulmonary AD. Although we should have had performed more detailed examinations to detect the new tumor at 4 years and 5 months after the pulmonary resection, we did not do so because we did not suspect the recurrence of the adenocarcinoma nor a newly developed tumor. The MPM was an extremely aggressive malignant tumor that progressed quickly, causing the patient to die within 2 months. We evaluated the patient and analyzed the causes and the genomics of the AD and the MPM. The pulmonary AD was a minimally invasive AD (predominantly lepidic pattern) of pT2aN0M0 (pStage IB) and was removed by resection. In the literature, there were several case reports in which malignant pleural mesotheliomas invaded into the lung parenchyma with intrapulmonary lepidic spread (8, 9). In our case, the immunohistochemistry indicated that the adenocarcinoma originated from the right lung and was a typical minimally invasive AD with a predominantly lepidic pattern. Besides this, the immunohistochemistry indicated that the MPM originated from the mesothelium. Our case is quite different from such cases of a malignant pleural mesothelioma with intrapulmonary lepidic spread. An autopsy of the patient was performed to assess the cause of death. The patient died from the aggressive mesothelioma. The patient’s case was discussed by surgeons and pathologists. This research began postmortem, so we were not able to get her perspective. Although asbestos was certainly the largest and most well-known cause of MM, roughly 20% of the patients did not have any known exposure to asbestos (4). A statistically significant increase of MM develops following radiation therapy for breast cancer, testicular cancer, Hodgkin’s lymphoma, and non-Hodgkin’s lymphoma (10–13). A couple of causal factors for MPM include occupational radiation exposure and medical radiation therapy (14). Our patient had no history of exposure to either of these causal factors. The rate of sarcomatoid and biphasic disease is higher in the pleura compared to the peritoneum. A pleural MM occurs much more commonly in men, while a peritoneal MM occurs in younger patients. Pleural MM has a relatively lower 5-year survival, even for the more favorable epithelioid histology. In contrast, it has been observed that a subset of epithelioid peritoneal MM patients had prolonged survival following an aggressive therapy. Collectively, these observations raise the possibility that pleural MM and peritoneal MM have a similar morphological representation but are biologically distinct from each other. We found the main driver mutations of TP53 (p53) and EP300 in the MPM and hypothesized that these driver mutations made the MPM aggressive. TP53 was reported in Li-Fraumeni syndrome, which was an autosomal dominant inheritance disease of pathologic mutation of the TP53 gene in the germline on ClinVar. TP53 is the most frequently mutated gene (>50%) in human cancer, indicating that the TP53 gene plays a crucial role in preventing cancer formation. The TP53 gene is located on the short arm of chromosome 17 (17p13.1). MPMs with TP53 mutations were reported to have a more aggressive phenotype (15). The mutation of the TP53 gene predicted shorter survival (16). A univariate regression analysis revealed that the overexpression of TP53 and B-cell lymphoma-2-associated X protein (BAX) in colorectal cancer tissues was associated with poor patient outcome (17). TP53 is associated with important cell functions, such as the termination on the border, apoptosis instruction, DNA repair promotion, and neovascularization suppression. EP300, also known as histone acetyltransferase p300, E1A-associated protein p300, or p300, is an enzyme that is encoded by the EP300 gene. EP300 mutations contribute to an unfavorable phenotype in a number of solid tumors and hematological malignancies, and therefore EP300 is often considered as a tumor suppressor (18). This enzyme plays an essential role in regulating cell growth and division, prompting cells to mature and preventing the growth of cancerous tumors. The downregulation of EP300 gene expression was associated with higher anti-tumor immunity in most solid malignancies (19). The EP300 gene is located on the long arm of chromosome 22 (22p13.2). EP300 and BAX contribute to the regulation of the cell cycle and apoptosis, cellular processes that are often impaired in cancer cells. Dysregulations of the expression of EP300, TP53, and BAX genes were found to contribute to colorectal cancer pathogenesis (17). MPM is characterized by a low mutation load (20). MPM does not appear to be involved in the aberrant expression of many well-studied growth control genes, such as HRAS, KRAS, TP53 (p53), and RB1 (21–23), although the SV40 T antigen has been proposed to inactivate p53 function in some MPM tumors (24). MPM was reported to be characterized by the frequent inactivation of tumor suppressor genes, e.g., the homozygous deletion of the cyclin-dependent kinase inhibitor 2A/2B, various genetic alterations that inactivate BRCA1-associated protein-1 (BAP1), neurofibromin 2, large tumor-suppressor kinase 2, and tumor protein p53 (TP53) (4, 25–27). In our case study, the mesothelioma did not have either the BAP1 or CDKN2A mutation. The impact that the BAP1 and CDKN2A mutations have on MPM is unclear. TP53 and RB1 tumor suppressor genes were important in maintaining genetic homeostasis in MPM (28). Although a specific driver mutation was not detected in the adenocarcinoma, there were mutations with registration in COSIMC. PIK3R1 c.1915C>T p.(Arg639Ter) is a mutation with registration in COSIMC, and pathologic significance is confirmed (COSV57126125). The mutation was observed in colorectal cancers and prostate cancers (https://cancer.sanger.ac.uk/cosmic/search?q=PIK3R1+c.1915C). FLT3 c.931C>T p.(Arg311Trp) is also a mutation with registration in COSIMC, and pathologic significance is confirmed (COSV54057282). The mutation was observed in colorectal cancers and prostate cancers (https://cancer.sanger.ac.uk/cosmic/search?q=FLT3+c.931C). As a result, PIK3R1 and FLT3 were recognized to be mutations that were not correlated to metastasis and the recurrence of a malignant tumor. The patterns of chromosomal aberration of the AD and the MPM were quite different. The AD and the MPM showed different patterns in the chromosome structure analysis by OncoScan; specifically, the MPM had structural abnormalities in all chromosomes. The NCC Oncopanel showed no pathologic fusion gene in the AD and the MPM. The two kinds of tumor had different molecular pathologies and occurred in different origins. The TMB was 53.0 mut/Mbp in the AD and 30.7 mut/Mbp in the MPM. The TMBs showed higher hypermutation rates, and immune checkpoint inhibitors could be effective for patient therapy.

Concluding Remarks

AD and MPM occurred independently and had different origins. The MPM had the two oncogenes of TP53 and EP300, but the AD did not. The two driver oncogenes of TP53 and EP300 were hypothesized to make the MPM more aggressive. The MPM progressed quickly without a history of asbestos exposure, smoking, or radiation exposure.

Data Availability Statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Ethics Statement

Ethical review and approval were not required for the study on human participants in accordance with the local legislation and institutional requirements. 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.

Author Contributions

KU performed the research and wrote the paper. MI, SI, AY, YI, and NM performed therapy on a patient. YN contributed to the analysis of the genetic status of this patient. SY performed a pathological examination of lung cancers. HU contributed to the supervision of this study and revision of the manuscript. Dustin Keeling, whose native language is English, revised the paper. All authors contributed to the article and approved the submitted version.

Funding

This research was supported partly by a grant-in-aid for scientific research from the Ministry of Education, Culture, Sports, Science and Technology, Japan (grant number: 20K09172).

Conflict of Interest

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.

Publisher’s Note

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.
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Authors:  M Carbone; P Rizzo; P M Grimley; A Procopio; D J Mew; V Shridhar; A de Bartolomeis; V Esposito; M T Giuliano; S M Steinberg; A S Levine; A Giordano; H I Pass
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Authors:  Naoe Jimbo; Kunimitsu Kawahara; Ryuko Tsukamoto; Kazuhiro Minami; Yugo Tanaka; Yoshimasa Maniwa; Tomoo Itoh
Journal:  Pathol Int       Date:  2020-04-03       Impact factor: 2.534

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Authors:  Matthew Bott; Marie Brevet; Barry S Taylor; Shigeki Shimizu; Tatsuo Ito; Lu Wang; Jenette Creaney; Richard A Lake; Maureen F Zakowski; Boris Reva; Chris Sander; Robert Delsite; Simon Powell; Qin Zhou; Ronglai Shen; Adam Olshen; Valerie Rusch; Marc Ladanyi
Journal:  Nat Genet       Date:  2011-06-05       Impact factor: 38.330

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Journal:  Oncol Rep       Date:  2017-06-01       Impact factor: 3.906

6.  Expression and Prognostic Significance of EP300, TP53 and BAX in Clear Cell Renal Cell Carcinoma.

Authors:  Janusz Godlewski; Bartlomiej E Krazinski; Anna E Kowalczyk; Jolanta Kiewisz; Jacek Kiezun; Przemyslaw Kwiatkowski; Agnieszka Sliwińska-Jewsiewicka; Piotr W Wierzbicki; Zbigniew Kmieć
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Authors:  Benjamin M Robinson
Journal:  Ann Cardiothorac Surg       Date:  2012-11

Review 8.  Oncogenes and tumor-suppressor genes.

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9.  In silico analysis reveals EP300 as a panCancer inhibitor of anti-tumor immune response via metabolic modulation.

Authors:  Rosemarie Krupar; Christian Watermann; Christian Idel; Julika Ribbat-Idel; Anne Offermann; Helen Pasternack; Jutta Kirfel; Andrew G Sikora; Sven Perner
Journal:  Sci Rep       Date:  2020-06-10       Impact factor: 4.379

10.  Dual Deep Sequencing Improves the Accuracy of Low-Frequency Somatic Mutation Detection in Cancer Gene Panel Testing.

Authors:  Hiroki Ura; Sumihito Togi; Yo Niida
Journal:  Int J Mol Sci       Date:  2020-05-16       Impact factor: 5.923

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