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Afolabi HA, Salleh SM, Zakaria Z, Seng CE, Nafi SNM, Aziz AABA, Zainon WMNW, Irekola AA, Wada Y, Al-Mhanna SB, Elesho RF. Molecular characterization of colorectal cancer (CRC) using next generation sequencing (NGS) in bridging the gap between research and clinical practice: from biomarker discovery to clinical implementation. Discov Oncol 2025; 16:268. [PMID: 40048017 PMCID: PMC11885200 DOI: 10.1007/s12672-025-01960-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 02/10/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is the second most common cancer in men and third in females, a heterogeneous disease involving multistep mechanisms that represents 10% of all cancers globally. This study investigates gene mutation profiling in CRC using Next-Generation sequencing machine. METHOD Formalin-fixed paraffin-embedded tissues of 30 CRC patients were retrieved and reviewed. DNA was isolated from selected tissues. Desirable quality check using Qubit and Nanoquant machine was done, and desirable libraries prepared were loaded into the sequencer for sequencing. Using Illumina BaseSpace and Illumina Variant interpreter, generated FastQ data were treated for annotation, alignment, and mapping with reference genome. Sequencing-runs with Phred-score ≥ 30 were selected as desirable runs. Finally, the variants were validated on NCBI-dsSNP and Ensembl databases for clinical consequence interpretations. RESULTS Overall, patient distribution consists of 12(40%) females and 18 (60%) males with mean age (53.2 + 5.3). most patients were in TNM stage-3: 53.3% (15/30) and the least was Stage-4: 20%(6/30) respectively. Overall, 73.3%: (22/30) completed the sequencing, and 552 mutations involving 29 genes and 12 chromosomes were detected. The most upregulated variants are KIT:68(12.3%), FGFR4:61(11.1%), EGFR:60(10.9%), ALK:53(9.6%), DCUN1D1:41(7.4%), PDGFR:40(7.2%), KRAS:33(6.0%), CDK4:27(4.9%), FGFR3:26(4.7%), MTOR:14(2.6), while NRAS, CDK6, PIK3CA, and RET each has 13(2.4%) apiece. Chromosomes 4:134/55(24.2%), chr7:84/552(15.2%), chr12:71/552(12.9%), chr5:64/552(11.6%), chr2:61/552(11.1%), chr3:54/552(9.8%), and chr1:43/552(7.8%) are the most involved chromosomes. Nine genes (APC, NRAS, ALK, PIK3CA, KRAS, IDH1, FGFR1, ERBB2, and ESR1) are identified as pathogenic-causing variants in CRC. CONCLUSION This is the first NGS-based molecular study on FFPE-CRC tissues in hospital-USM that showed the most upregulated variants in CRC and identified nine genes as crucial pathogenic variants.
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Affiliation(s)
- Hafeez Abiola Afolabi
- Department of General Surgery, School of Medical Sciences, Hospital Universiti Sains Malaysia, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Salzihan Md Salleh
- Department of Pathology, School of Medical Sciences, Hospital Universiti Sains Malaysia, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia.
- Department of Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia.
| | - Zaidi Zakaria
- Department of General Surgery, School of Medical Sciences, Hospital Universiti Sains Malaysia, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
- Department of General Surgery, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Ch'ng Ewe Seng
- Advanced Medical and Dental Institute, Universiti Sains Malaysia, 13200, Kepala Batas, Penang, Malaysia
| | - Siti Norasikin Mohd Nafi
- Department of Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Ahmad Aizat Bin Abdul Aziz
- Department of Human Genome Centre, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Wan Mohd Nazri Wan Zainon
- Department of Nuclear Medicine, Radiotherapy, and Oncology, Hospital Universiti Sains Malaysia, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Ahmad Adebayo Irekola
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
- Microbiology Unit, Department of Biological Sciences, College of Natural and Applied Sciences, Summit University Offa, PMB 4412, Offa, Kwara, Nigeria
| | - Yusuf Wada
- Department of Zoology, Ahmadu Bello University, Zaria, 810211, Kaduna, Nigeria
| | - Sameer Badri Al-Mhanna
- Department of Exercise Physiology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Rashidat Folashade Elesho
- Department of Clinical and Administrative Pharmacy Sciences, Howard University, 2400 Sixth Street NW, Washington, DC, 20059, USA
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2
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Deboever N, Bayley EM, Eisenberg MA, Hofstetter WL, Mehran RJ, Rice DC, Rajaram R, Roth JA, Sepesi B, Swisher SG, Vaporciyan AA, Walsh GL, Bednarski BK, Morris VK, Antonoff MB. Lung surveillance following colorectal cancer pulmonary metastasectomy: Utilization of clinicopathologic risk factors to guide strategy. J Thorac Cardiovasc Surg 2024; 167:814-819.e2. [PMID: 37495170 DOI: 10.1016/j.jtcvs.2023.07.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 07/03/2023] [Accepted: 07/08/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND Appropriately selected patients clearly benefit from resection of colorectal cancer (CRC) pulmonary metastases (PMs). However, there remains equipoise surrounding optimal chest surveillance strategies following pulmonary metastasectomy. We aimed to identify risk factors that may inform chest surveillance in this population. METHODS Patients who underwent CRC pulmonary metastasectomy were identified from a single institution's prospectively maintained surgical database. Clinicopathologic and genomic characteristics were collected. Patients were stratified by diagnosis of subsequent PM within 6 months of the index lung resection. Multivariate modeling was used to evaluate risk factors. RESULTS A total of 197 patients met the study's inclusion criteria, of whom 52.3% (n = 103) developed subsequent PM, at a median of 9.51 months following the index metastasectomy. Patients with KRAS alterations (odds ratio [OR], 3.073; 95% confidence interval [CI], 1.363-6.926; P = .007), TP53 alterations (OR, 3.109; 95% CI, 1.318-7.341; P = .010) were found to be at risk of PM diagnosis within 6 months of the index metastasectomy, while those with an APC alteration (OR, .218; 95% CI, 0.080-0.598; P = .003) were protected. Moreover, patients who received systemic therapy within 3 months of the initial PM diagnosis also were more likely to develop early lung recurrence (OR, 2.105; 95% CI, 0.971-4.563; P = .059). CONCLUSIONS Patients with KRAS alterations, TP53 alterations, and no APC alterations developed early recurrence in the lung following pulmonary metastasectomy, as did those who received chemotherapy after their initial PM diagnosis. As such, these groups benefit from early lung imaging after metastasectomy, as chest surveillance protocols should be based on patient-centered clinicopathologic and genomic risk factors.
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Affiliation(s)
- Nathaniel Deboever
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Erin M Bayley
- Department of General Surgery, Baylor University, Houston, Tex
| | - Michael A Eisenberg
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Wayne L Hofstetter
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Reza J Mehran
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - David C Rice
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Stephen G Swisher
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Garrett L Walsh
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Brian K Bednarski
- Department of Colon and Rectal Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Tex
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Tex.
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3
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Cai YX, Liu JS, Xu J, He YZ, Zhang HN, Tian SF, Li ZQ. Primary intracranial sarcomas: a clinicopathological investigation. Front Oncol 2023; 13:1195467. [PMID: 37361584 PMCID: PMC10288519 DOI: 10.3389/fonc.2023.1195467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/18/2023] [Indexed: 06/28/2023] Open
Abstract
Background The purpose of this study is to present a series of primary intracranial sarcomas (PIS), a rare type of tumor of the central nervous system, in order to improve our understanding of the disease. These tumors are heterogeneous and prone to recurrence after resection, exhibiting a high mortality rate. As PIS has yet to be understood and studied on a large scale, it is vital for further evaluation and research. Methods Our study included 14 cases of PIS. The patients' clinical, pathological, and imaging features were retrospectively analyzed. Additionally, targeted DNA next-generation sequencing (NGS) was applied for the 481-gene panel to detect gene mutations. Results The average age for PIS patients was 31.4 years. Headache (7, 50.0%) was the most common symptom leading to the hospital visit. Twelve cases had PIS located in the supratentorial area and two in the cerebellopontine angle region. The maximum tumor diameter ranged from 19.0 mm to 130.0 mm, with an average diameter of 50.3 mm. Pathological types of tumors were heterogeneous, with chondrosarcoma being the most common, followed by fibrosarcoma. Eight of the 10 PIS cases that underwent MRI scanning showed gadolinium enhancement; 7 of these cases were heterogeneous, and 1 of them was garland-like. Targeted sequencing was performed in two cases and identified mutations in genes such as NRAS, PIK3CA, BAP1, KDR, BLM, PBRM1, TOP2A, DUSP2, and CNV deletions of SMARCB1. Additionally, the SH3BP5::RAF1 fusion gene was also detected. Of the 14 patients, 9 underwent a gross total resection (GTR), and 5 chose subtotal resection. Patients who underwent GTR displayed a trend toward superior survival. Among the 11 patients with available follow-up information, one had developed lung metastases, three had died, and eight were alive. Conclusion PIS is extremely rare compared to extracranial soft sarcomas. The most common histological type of intracranial sarcoma (IS) is chondrosarcoma. Patients who underwent GTR of these lesions showed improved survival rates. Recent advancements in NGS aided in the identification of diagnostic and therapeutic PIS-relevant targets.
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Affiliation(s)
- Yu-Xiang Cai
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jin-Sheng Liu
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jian Xu
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yong-Ze He
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Huai-Nian Zhang
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Su-Fang Tian
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zhi-Qiang Li
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China
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Carconi C, Cerreti M, Roberto M, Arrivi G, D'Ambrosio G, De Felice F, Di Civita MA, Iafrate F, Lucatelli P, Magliocca FM, Picchetto A, Picone V, Catalano C, Cortesi E, Tombolini V, Mazzuca F, Tomao S. The Management of Oligometastatic Disease in Colorectal Cancer: Present Strategies and Future Perspectives. Crit Rev Oncol Hematol 2023; 186:103990. [PMID: 37061075 DOI: 10.1016/j.critrevonc.2023.103990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 03/29/2023] [Accepted: 04/11/2023] [Indexed: 04/17/2023] Open
Abstract
Oligometastatic disease has been described as an intermediate clinical state between localized cancer and systemically metastasized disease. Recent clinical studies have shown prolonged survival when aggressive locoregional approaches are added to systemic therapies in patients with oligometastases. The aim of this review is to outline the newest options to treat oligometastatic colorectal cancer (CRC), also considering its molecular patterns. We present an overview of the available local treatment strategies, including surgical procedures, stereotactic body radiation therapy (SBRT), thermal ablation, as well as trans-arterial chemoembolization (TACE) and selective internal radiotherapy (SIRT). Moreover, since imaging methods provide crucial information for the early diagnosis and management of oligometastatic CRC, we discuss the role of modern radiologic techniques in selecting patients that are amenable to potentially curative locoregional treatments.
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Affiliation(s)
- Catia Carconi
- Sant'Andrea University Hospital, Faculty of Medicine and Psychology, "Sapienza" University of Rome, Rome, Italy
| | - Micaela Cerreti
- Sant'Andrea University Hospital, Faculty of Medicine and Psychology, "Sapienza" University of Rome, Rome, Italy
| | - Michela Roberto
- UOC Oncologia A, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, 00161 Rome, Italy.
| | - Giulia Arrivi
- Oncology Unit, Sant' Andrea University Hospital, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Giancarlo D'Ambrosio
- Department of General Surgery, Surgical Specialties and Organ Transplantation, Policlinico Umberto I, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Francesca De Felice
- Department of Radiotherapy, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Mattia Alberto Di Civita
- UOC Oncologia A, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, 00161 Rome, Italy
| | - Franco Iafrate
- Department of Radiological Sciences, Oncology and Pathology, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Pierleone Lucatelli
- Vascular and Interventional radiology Unit, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Fabio Massimo Magliocca
- Vascular and Interventional radiology Unit, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Andrea Picchetto
- Emergency Department, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Vincenzo Picone
- UOC Oncologia B, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Carlo Catalano
- Vascular and Interventional radiology Unit, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Enrico Cortesi
- UOC Oncologia B, Department of radiological, Oncological and Anathomo-patological Science, Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Vincenzo Tombolini
- Department of Radiotherapy, Policlinico Umberto I "Sapienza" University of Rome, Rome, Italy
| | - Federica Mazzuca
- Oncology Unit, Sant' Andrea University Hospital, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Silverio Tomao
- Oncology Unit, Sant' Andrea University Hospital, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
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5
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Priya B, Dubey G, Kirubakaran S. Exploring SPK98 for the Selective Sensitization of ATM- or P53-Deficient Cancer Cells. ACS OMEGA 2023; 8:4954-4962. [PMID: 36777575 PMCID: PMC9909806 DOI: 10.1021/acsomega.2c07356] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 01/16/2023] [Indexed: 06/18/2023]
Abstract
Frequent mutation in the ATM/P53 signaling pathway has been documented in many human cancers. Reportedly, cancer cells with deficient P53/ATM pathways depend on functional Ataxia-telangiectasia and Rad3-related (ATR) protein for survival. This has prompted research in developing ATR inhibitors for the selective sensitization of cancer cells that are P53/ATM-deficient, but no clinical success has been attained thus far. This study explores the therapeutic potential of SPK98, an analogue of Torin2 in P53- and ATM-deficient cancer cells. Furthermore, the prospect of improving the therapeutic outcome of the genotoxic agent was also explored. SPK98 was shown to inhibit full-length human ATR protein purified from HEK293T cells. Cellular investigation using SPK98 demonstrated that it selectively sensitizes P53- and ATM-deficient cells at low concentrations compared to P53-/ATM-proficient cells. Furthermore, SPK98 drives the cancer cells toward cell death by promoting the formation of DNA double-strand breaks. Taken together, our findings suggest that SPK98 is a promising therapeutic molecule for P53- or ATM-deficient malignancy that merits additional preclinical investigation.
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Affiliation(s)
- Bhanu Priya
- Discipline
of Biological Engineering, Indian Institute
of Technology Gandhinagar, Gandhinagar 382355, Gujarat, India
| | - Gurudutt Dubey
- Discipline
of Chemistry, Indian Institute of Technology
Gandhinagar, Gandhinagar 382355, Gujarat, India
| | - Sivapriya Kirubakaran
- Discipline
of Chemistry, Indian Institute of Technology
Gandhinagar, Gandhinagar 382355, Gujarat, India
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6
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Afolabi HA, Salleh SM, Zakaria Z, Ch’ng ES, Mohd Nafi SN, Abdul Aziz AAB, Irekeola AA, Wada Y, Al-Mhanna SB. A GNAS Gene Mutation's Independent Expression in the Growth of Colorectal Cancer: A Systematic Review and Meta-Analysis. Cancers (Basel) 2022; 14:cancers14225480. [PMID: 36428574 PMCID: PMC9688108 DOI: 10.3390/cancers14225480] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/11/2022] [Accepted: 10/12/2022] [Indexed: 11/10/2022] Open
Abstract
Globally, colorectal carcinoma CRC is the third most common cancer and the third most common reason for cancer-associated mortality in both genders. The GNAS mutations are significantly linked with poor prognosis and failed treatment outcomes in CRC. A systematic review and meta-analysis of multiple studies executed following Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) criteria and registered with PROSPERO (registration number: CRD42021256452). The initial search includes a total of 271 publications; however, only 30 studies that merit the eligibility criteria were eventually chosen. Data analysis via OpenMeta Analyst and comprehensive meta-analysis 3.0 (CMA 3.0) software were used to investigate the prevalence of GNAS gene mutation among CRC patients. The meta-analysis consisted of 10,689 participants with most being males 6068/10,689 (56.8%). Overall, prevalence of GNAS mutations was 4.8% (95% CI: 3.1−7.3) with I2 = 94.39% and (p < 0.001). In 11/30 studies, the frequency of GNAS gene mutations was majorly in codons R201C [40.7% (95% CI: 29.2−53.2%)] and in codon R201H [39.7% (95% CI = 27.1−53.8)]. Overall prevalence of GNAS mutations was highest among the male gender: 53.9% (95% CI: 48.2−59.5%: I2 = 94.00%, (p < 0.001), tumour location (colon): 50.5% (95% CI: 33.2−67.6%: I2 = 97.93%, (p < 0.001), tumour grade (Well): 57.5% (95% CI: 32.4−79.2%: I2 = 98.10%, (p < 0.001) and tumour late stage: 67.9% (95% CI: 49.7−84.3%: I2 = 98.%, (p < 0.001). When stratified according to study location, a higher prevalence was observed in Japan (26.8%) while Italy has the lowest (0.4%). Overall prevalence of GNAS gene mutations was 4.8% with codons R201C and R201H being the most mutated, and the results conformed with numerous published studies on GNAS mutation.
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Affiliation(s)
- Hafeez Abiola Afolabi
- Department of General Surgery, School of Medical Sciences, Hospital Universiti Sains Malaysia, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Salzihan Md Salleh
- Department of Pathology, School of Medical Sciences, Hospital Universiti Sains Malaysia (HUSM), Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
- Department of Pathology, School of Medical Sciences, Universiti Sains Malaysia (USM), Health Campus, Kubang Kerian 16150, Malaysia
- Correspondence: or
| | - Zaidi Zakaria
- Department of General Surgery, School of Medical Sciences, Hospital Universiti Sains Malaysia, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Ewe Seng Ch’ng
- Advanced Medical and Dental Institute, Universiti Sains Malaysia USM, Kepala Batas 13200, Malaysia
| | - Siti Norasikin Mohd Nafi
- Department of Pathology, School of Medical Sciences, Universiti Sains Malaysia (USM), Health Campus, Kubang Kerian 16150, Malaysia
| | - Ahmad Aizat Bin Abdul Aziz
- Department of Human Genome Centre, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Ahmad Adebayo Irekeola
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Yusuf Wada
- Department of Medical Microbiology and Parasitology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
| | - Sameer Badri Al-Mhanna
- Department of Physiology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian 16150, Malaysia
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Siesing C, Petersson A, Ulfarsdottir T, Chattopadhyay S, Nodin B, Eberhard J, Brändstedt J, Syk I, Gisselsson D, Jirström K. Delineating the intra-patient heterogeneity of molecular alterations in treatment-naïve colorectal cancer with peritoneal carcinomatosis. Mod Pathol 2022; 35:979-988. [PMID: 35169225 PMCID: PMC9249627 DOI: 10.1038/s41379-022-01012-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 12/27/2021] [Accepted: 01/03/2022] [Indexed: 12/12/2022]
Abstract
In a non-negligible number of patients with metastatic colorectal cancer (mCRC), the peritoneum is the predominant site of dissemination. Cure can be achieved by cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC), but this procedure is associated with long-term morbidity and high relapse rates. Thus, there is a pressing need for improved therapeutic strategies and complementary biomarkers. The present study explored the molecular heterogeneity in mCRC with peritoneal carcinomatosis (PC), and the potential clinical implications thereof. Multi-region immunohistochemical profiling and deep targeted DNA-sequencing was performed on chemotherapy-naïve tumours from seven patients with synchronous colorectal PC who underwent CRS and HIPEC. In total, 88 samples (5-19 per patient) were analysed, representing primary tumour, lymph node metastases, tumour deposits, PC and liver metastases. Expression of special AT-rich sequence-binding protein 2 (SATB2), a marker of colorectal lineage, was lacking in the majority of cases, and a conspicuous intra-patient heterogeneity was denoted for expression of the proposed prognostic and predictive biomarker RNA-binding motif protein 3 (RBM3). Loss of mismatch repair proteins MLH1 and PSM2, observed in one case, was concordant with microsatellite instability and the highest tumour mutational burden. When present in a patient, mutations in key CRC driver genes, i.e., KRAS, APC and TP53, were homogenously distributed across all samples, while less common mutations were more heterogenous. On the same note, copy number variations showed intra-patient as well inter-patient heterogeneity. In two out of seven cases, hierarchical clustering revealed that samples from the PC and lymph node metastases were more similar to each other than to the primary tumour. In summary, these findings should encourage additional studies addressing the potential distinctiveness of mCRC with PC, which might pave the way for improved personalized treatment of these patients.
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Affiliation(s)
- Christina Siesing
- Division of Oncology and Therapeutic Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden.
| | - Alexandra Petersson
- Division of Oncology and Therapeutic Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | | | - Subhayan Chattopadhyay
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Björn Nodin
- Division of Oncology and Therapeutic Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Jakob Eberhard
- Division of Oncology and Therapeutic Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Jenny Brändstedt
- Division of Surgery, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Ingvar Syk
- Division of Surgery, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - David Gisselsson
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Karin Jirström
- Division of Oncology and Therapeutic Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
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8
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Hálková T, Ptáčková R, Semyakina A, Suchánek Š, Traboulsi E, Ngo O, Hejcmanová K, Májek O, Bureš J, Zavoral M, Minárik M, Benešová L. Somatic Mutations in Exon 7 of the TP53 Gene in Index Colorectal Lesions Are Associated with the Early Occurrence of Metachronous Adenoma. Cancers (Basel) 2022; 14:cancers14122823. [PMID: 35740488 PMCID: PMC9221022 DOI: 10.3390/cancers14122823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/02/2022] [Accepted: 06/05/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Identifying patients with an increased risk of early recurrence of colorectal lesions is still a problem. In our study, we focused on improving this identification by determining the mutation profile of index lesions. We found a statistically significant association between the mutation in exon 7 of the TP53 gene in the index lesion and the risk of early metachronous adenoma. Abstract (1) Background: this prospective study was focused on detailed analysis of the mutation heterogeneity in colorectal lesions removed during baseline (index) colonoscopy to identify patients at high risk of early occurrence of metachronous adenomas. (2) Methods: a total of 120 patients after endoscopic therapy of advanced colorectal neoplasia size ≥10 mm (index lesion) with subsequent surveillance colonoscopy after 10–18 months were included. In total, 143 index lesions and 84 synchronous lesions in paraffin blocks were divided into up to 30 samples. In each of them, the detection of somatic mutations in 11 hot spot gene loci was performed. Statistical analysis to correlate the mutation profiles and the degree of heterogeneity of the lesions with the risk of metachronous adenoma occurrence was undertaken. (3) Results: mutation in exon 7 of the TP53 gene found in the index lesion significantly correlated with the early occurrence of metachronous adenoma (log-rank test p = 0.003, hazard ratio 2.73, 95% confidence interval 1.14–6.56). We did not find an association between the risk of metachronous adenomas and other markers monitored. (4) Conclusions: the findings of this study could lead to an adjustment of existing recommendations for surveillance colonoscopies in a specific group of patients with mutations in exon 7 of the TP53 gene in an index lesion, where a shortening of surveillance interval may be warranted.
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Affiliation(s)
- Tereza Hálková
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Renata Ptáčková
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Anastasiya Semyakina
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Štěpán Suchánek
- Department of Medicine, 1st Faculty of Medicine, Charles University and Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Correspondence:
| | - Eva Traboulsi
- Department of Pathology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Ondřej Ngo
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Kateřina Hejcmanová
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Ondřej Májek
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Jan Bureš
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Miroslav Zavoral
- Department of Medicine, 1st Faculty of Medicine, Charles University and Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Marek Minárik
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
- Elphogene, Drnovská 1112/60, 161 00 Prague, Czech Republic
- Department of Analytical Chemistry, Faculty of Science, Charles University, Hlavova 2030/8, 128 00 Prague, Czech Republic
| | - Lucie Benešová
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
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9
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Roberto M, Arrivi G, Pilozzi E, Montori A, Balducci G, Mercantini P, Laghi A, Ierinò D, Panebianco M, Marinelli D, Tomao S, Marchetti P, Mazzuca F. The Potential Role of Genomic Signature in Stage II Relapsed Colorectal Cancer (CRC) Patients: A Mono-Institutional Study. Cancer Manag Res 2022; 14:1353-1369. [PMID: 35418781 PMCID: PMC9000544 DOI: 10.2147/cmar.s342612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 02/21/2022] [Indexed: 12/12/2022] Open
Abstract
Purpose The absolute benefit of adjuvant chemotherapy in stage II CRC is only 3–4%. The identification of biomarkers through molecular profiling could identify patients who will more benefit from adjuvant chemotherapy. Patients and Methods This retrospective analysis examined tissue blocks from 17 patients affected by relapsed stage II CRC, whose comprehensive genomic profiling of tumors was conducted through next-generation sequencing (NGS) via Roche-FoundationOne®. Results Mutations were found in APC (76.5%), TP53 (58.8%) and KRAS (52.9%). Only KRAS wild-type samples showed FBXW7. APC frameshift mutations and MLH1 splice variant were conversely significant correlated (7% v 93%, P = 0.014). The median number of gene mutations reported was 6 (range 2–14). The TP53 mutation was associated most frequently with lung metastasis (P = 0.07) and high tumor budding (P = 0.03). Despite no statistical significance, lung recurrence, LVI/Pni, MSI and more than 6 genetic mutations were correlated to worse DFS and OS. Patients carried co-mutations of TP53-FBXW7 reported the worse DFS (4 v 14 months) and OS (4 v 65 months) compared to the other patients. Conclusion According to the present analysis, the setting of relapsed CRC emerges as one of the fields of greatest utility for NGS, looking at personalized cancer care.
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Affiliation(s)
- Michela Roberto
- Department of Radiological, Oncological and Anatomo-Pathological Sciences, Medical Oncology Unit A, Policlinico Umberto I, “Sapienza” University of Rome, Rome, Italy
| | - Giulia Arrivi
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Rome, Italy
- Correspondence: Giulia Arrivi, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Via di Grottarossa 1035-1039, Rome, 00189, Italy, Tel +39 3387231524, Fax +39 0633776629, Email
| | - Emanuela Pilozzi
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Anatomia Patologica Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Andrea Montori
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Anatomia Patologica Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Genoveffa Balducci
- Department of Medical-Surgical Sciences and Translation Medicine, Sapienza University of Rome, Gastro-intestinal Surgery Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Paolo Mercantini
- Department of Medical-Surgical Sciences and Translation Medicine, Sapienza University of Rome, Gastro-intestinal Surgery Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Andrea Laghi
- Department of Medical-Surgical Sciences and Translation Medicine, Sapienza University of Rome, Radiology Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Debora Ierinò
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Martina Panebianco
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Daniele Marinelli
- Medical Oncology Unit B, Policlinico Umberto I, Sapienza University, Rome, Italy
| | - Silverio Tomao
- Department of Radiological, Oncological and Anatomo-Pathological Sciences, Medical Oncology Unit A, Policlinico Umberto I, “Sapienza” University of Rome, Rome, Italy
| | - Paolo Marchetti
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Rome, Italy
| | - Federica Mazzuca
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Oncology Unit, Sant’ Andrea University Hospital, Rome, Italy
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10
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Larsen SG, Goscinski MA, Dueland S, Steigen SE, Hofsli E, Torgunrud A, Lund-Iversen M, Dagenborg VJ, Flatmark K, Sorbye H. Impact of KRAS, BRAF and microsatellite instability status after cytoreductive surgery and HIPEC in a national cohort of colorectal peritoneal metastasis patients. Br J Cancer 2022; 126:726-735. [PMID: 34887523 PMCID: PMC8888568 DOI: 10.1038/s41416-021-01620-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 10/18/2021] [Accepted: 10/29/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Patients with metastatic colorectal cancer (mCRC) carrying BRAF (mutBRAF) or KRAS mutation (mutKRAS) have an inferior prognosis after liver or lung surgery, whereas the prognostic role in the context of peritoneal metastasis (PM) after cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) has been less investigated. METHODS In total, 257 patients with non-appendiceal PM-CRC were included from the Norwegian National Unit for CRS-HIPEC. RESULTS In total, 180 patients received CRS-HIPEC with Mitomycin C, 77 patients received palliative surgery only. In the CRS-HIPEC group, mutBRAF was found in 24.7%, mutKRAS 33.9% and double wild-type 41.4% without differences in survival. MSI was found in 29.3% of mutBRAF cases. Patients with mutBRAF/MSI had superior 5-year survival compared to mutBRAF with MSS (58.3% vs 25.2%, P = 0.022), and better 3-year disease-free survival (DFS) compared to mutKRAS (48.6% vs 17.2%, P = 0.049). Peritoneal Cancer Index and the number of lymph node metastasis were prognostic for OS, and the same two, location and gender prognostic for DFS in multivariate analysis. CONCLUSIONS PM-CRC with CRS-HIPEC patients has a surprisingly high proportion of mutBRAF (24.7%). Survival was similar comparing mutBRAF, mutKRAS and double wild-type cases, whereas a small subgroup with mutBRAF and MSI had better survival. Patients with mutBRAF tumours and limited PM should be considered for CRS-HIPEC.
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Affiliation(s)
- S. G. Larsen
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - M. A. Goscinski
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - S. Dueland
- grid.55325.340000 0004 0389 8485Department of Oncology, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - S. E. Steigen
- grid.412244.50000 0004 4689 5540Department of Clinical Pathology, University Hospital of North Norway, Tromsø, Norway
| | - E. Hofsli
- grid.52522.320000 0004 0627 3560The Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway ,grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - A. Torgunrud
- grid.5947.f0000 0001 1516 2393Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - M. Lund-Iversen
- grid.5510.10000 0004 1936 8921Department of Clinical Pathology, University of Oslo, Oslo, Norway
| | - V. J. Dagenborg
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - K. Flatmark
- grid.55325.340000 0004 0389 8485Section for Surgical Oncology, Norwegian Radium Hospital, Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - H. Sorbye
- grid.7914.b0000 0004 1936 7443Department of Oncology, Haukeland University Hospital and Department of Clinical Science, University of Bergen, Bergen, Norway
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11
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Yan Y, Yang Z, Semenkovich TR, Kozower BD, Meyers BF, Nava RG, Kreisel D, Puri V. Comparison of standard and penalized logistic regression in risk model development. JTCVS OPEN 2022; 9:303-316. [PMID: 36003440 PMCID: PMC9390725 DOI: 10.1016/j.xjon.2022.01.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 01/13/2022] [Indexed: 11/26/2022]
Abstract
Objective Regression models are ubiquitous in thoracic surgical research. We aimed to compare the value of standard logistic regression with the more complex but increasingly used penalized regression models using a recently published risk model as an example. Methods Using a standardized data set of clinical T1-3N0 esophageal cancer patients, we created models to predict the likelihood of unexpected pathologic nodal disease after surgical resection. Models were fitted using standard logistic regression or penalized regression (ridge, lasso, elastic net, and adaptive lasso). We compared the model performance (Brier score, calibration slope, C statistic, and overfitting) of standard regression with penalized regression models. Results Among 3206 patients with clinical T1-3N0 esophageal cancer, 668 (22%) had unexpected pathologic nodal disease. Of the 15 candidate variables considered in the models, the key predictors of nodal disease included clinical tumor stage, tumor size, grade, and presence of lymphovascular invasion. The standard regression model and all 4 penalized logistic regression models had virtually identical performance with Brier score ranging from 0.138 to 0.141, concordance index ranging from 0.775 to 0.788, and calibration slope from 0.965 to 1.05. Conclusions For predictive modeling in surgical outcomes research, when the data set is large and the outcome of interest is relatively frequent, standard regression models and the more complicated penalized models are very likely to have similar predictive performance. The choice of statistical methods for risk model development should be on the basis of the nature of the data at hand and good statistical practice, rather than the novelty or complexity of statistical models.
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Affiliation(s)
- Yan Yan
- Division of Public Health Sciences, Washington University School of Medicine, St Louis, Mo
| | - Zhizhou Yang
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Tara R. Semenkovich
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Benjamin D. Kozower
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Bryan F. Meyers
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Ruben G. Nava
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Daniel Kreisel
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
| | - Varun Puri
- Division of Cardiothoracic Surgery, Washington University School of Medicine, St Louis, Mo
- Address for reprints: Varun Puri, MD, MSCI, 660 S Euclid Ave, Campus Box 8234, St Louis, MO 63110.
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12
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Stahler A, Heinemann V, Holch JW, von Einem JC, Westphalen CB, Heinrich K, Schlieker L, Jelas I, Alig AHS, Fischer LE, Weiss L, Modest DP, von Weikersthal LF, Decker T, Kiani A, Moehler M, Kaiser F, Kirchner T, Jung A, Stintzing S. Mutational profiles of metastatic colorectal cancer treated with FOLFIRI plus cetuximab or bevacizumab before and after secondary resection (AIO KRK 0306; FIRE-3). Int J Cancer 2021; 149:1935-1943. [PMID: 34310714 DOI: 10.1002/ijc.33747] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 06/12/2021] [Accepted: 06/28/2021] [Indexed: 12/15/2022]
Abstract
Secondary resection of metastases is recommended in metastatic colorectal cancer (mCRC). Data describing changes in mutational profiles of corresponding primary tumor and metastatic tissue after conversion treatment are limited. Next generation sequencing was performed in formalin-fixed mCRC samples from patients of the FIRE-3 trial (FOLFIRI plus cetuximab or bevacizumab) before treatment start (baseline) and after secondary resection of metastases (post baseline). Changes of mutational profiles and tumor mutational burden (TMB) were assessed within a post-hoc analysis. Median overall survival (OS), progression-free survival (PFS) and objective response rate (ORR) were compared between treatment arms. Paired tumor samples were obtained from 25 patients (19 RAS wild-type, 6 RAS mutant by pyrosequencing). ORR (92.0% vs 58.0%) and OS (60.8 vs 35.4 months, hazard ratio = 0.39 [95% CI 0.14-1.12], P = .08) were higher for patients receiving cetuximab. After conversion therapy, 56 alterations (42 in the cetuximab and 14 in the bevacizumab arm) were newly observed in 18 patients (9 each treated with cetuximab or bevacizumab). Gains (n = 21) and losses (n = 21) of alterations occurred during cetuximab-based treatment, while mainly gains of alterations occurred during bevacizumab (n = 10). Three of nine patients treated with cetuximab that presented a change of mutational profiles, developed resistance to cetuximab. Mutational profiles were largely comparable before and after treatment with anti-VEGF or anti-EGFR directed monoclonal antibodies after secondary resection. Mutations associated with resistance to anti-EGFR antibodies were observed in only one-third of patients.
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Affiliation(s)
- Arndt Stahler
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany
| | - Volker Heinemann
- Department of Medicine III, University Hospital, University of Munich, Munich, Germany.,LMU Munich, German Cancer Consortium (DKTK), partner site Munich, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Julian Walter Holch
- Department of Medicine III, University Hospital, University of Munich, Munich, Germany.,LMU Munich, German Cancer Consortium (DKTK), partner site Munich, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Jobst Christian von Einem
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany
| | | | - Kathrin Heinrich
- Department of Medicine III, University Hospital, University of Munich, Munich, Germany
| | | | - Ivan Jelas
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany
| | - Annabel Helga Sophie Alig
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany
| | | | - Lena Weiss
- Department of Medicine III, University Hospital, University of Munich, Munich, Germany
| | - Dominik Paul Modest
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany.,German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Charité-Universitätsmedizin Berlin, Heidelberg, Germany
| | | | | | - Alexander Kiani
- Department of Medicine IV, Klinikum Bayreuth GmbH, Bayreuth, Germany
| | - Markus Moehler
- Department of Internal Medicine I, University Medical Center Mainz, Mainz, Germany
| | | | - Thomas Kirchner
- LMU Munich, German Cancer Consortium (DKTK), partner site Munich, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Institute of Pathology, University of Munich, Munich, Germany
| | - Andreas Jung
- LMU Munich, German Cancer Consortium (DKTK), partner site Munich, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Institute of Pathology, University of Munich, Munich, Germany
| | - Sebastian Stintzing
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Medical Department, Division of Hematology, Oncology and Tumor Immunology, Berlin, Germany.,German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Charité-Universitätsmedizin Berlin, Heidelberg, Germany
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13
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Lan YT, Chang SC, Lin PC, Lin CC, Lin HH, Huang SC, Lin CH, Liang WY, Chen WS, Jiang JK, Yang SH, Lin JK. Clinicopathological and molecular features between synchronous and metachronous metastases in colorectal cancer. Am J Cancer Res 2021; 11:1646-1658. [PMID: 33948379 PMCID: PMC8085873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 02/13/2021] [Indexed: 06/12/2023] Open
Abstract
The molecular difference between synchronous and metachronous metastases in colorectal cancer (CRC) remains unclear. Between 2000 and 2010, a total of 492 CRC patients were enrolled, including 280 with synchronous metastasis and 212 with metachronous metastasis. Clinicopathological and molecular features were compared between the two groups. Patients with synchronous metastasis were more likely to have right-sided CRC, poorly differentiated tumors, lymphovascular invasion, advanced pathological tumor (T) and node (N) categories, and liver metastases than those with metachronous metastasis. For right-sided CRC, patients with synchronous metastasis had more lymphovascular invasion and liver metastases than those with metachronous metastasis. For left-sided CRC, patients with synchronous metastasis were more likely to have poorly differentiated tumors, lymphovascular invasion, advanced pathological T and N categories, and liver metastases than those with metachronous metastasis. Regarding the genetic mutations, patients with metachronous metastasis had more mutations in TP53, NRAS, and HRAS and fewer mutations in APC than those with synchronous metastasis; for right-sided CRC, synchronous metastasis was associated with more APC mutations than metachronous metastasis, while for left-sided CRC, metachronous metastasis was associated with more TP53 and NRAS mutations than synchronous metastasis. The 5-year overall survival (OS) rates were significantly higher in metachronous metastasis patients than in synchronous metastasis patients, especially those with left-sided CRC. Multivariate analysis showed that age, sex, lymphovascular invasion, pathological N category, metachronous metastasis, and BRAF and NRAS mutations were independent prognostic factors affecting OS. CRC patients with synchronous metastasis had a worse OS than those with metachronous metastasis and exhibited distinct genetic mutations.
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Affiliation(s)
- Yuan-Tzu Lan
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Shih-Ching Chang
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Pei-Ching Lin
- Department of Clinical Pathology, Yang-Ming Branch, Taipei City HospitalTaipei, Taiwan
- Department of Health and Welfare, University of TaipeiTaipei Taiwan
| | - Chun-Chi Lin
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Hung-Hsin Lin
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Shen-Chieh Huang
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Chien-Hsing Lin
- Division of Genomic Medicine, National Health Research InstitutesZhunan, Taiwan
| | - Wen-Yi Liang
- Department of Pathology, Taipei Veterans General HospitalTaipei, Taiwan
| | - Wei-Shone Chen
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Jeng-Kai Jiang
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - Shung-Haur Yang
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
- Department of Surgery, National Yang Ming Chiao Tung University HospitalYilan, Taiwan
| | - Jen-Kou Lin
- Division of Colon & Rectal Surgery, Department of Surgery, Taipei Veterans General HospitalTaipei, Taiwan
- Department of Surgery, Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
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14
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Clinicopathological and Molecular Features of Patients with Early and Late Recurrence after Curative Surgery for Colorectal Cancer. Cancers (Basel) 2021; 13:cancers13081883. [PMID: 33919924 PMCID: PMC8070938 DOI: 10.3390/cancers13081883] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/10/2021] [Accepted: 04/12/2021] [Indexed: 12/18/2022] Open
Abstract
Simple Summary Colorectal cancer patients with early recurrence had advanced pathological node categories, pathological tumor, node, metastasis stages, adjuvant chemotherapy treatment, a worse overall survival rate, more liver metastases and more APC mutations than those with late recurrence. Patients with right-sided colon cancer tended to have early recurrence than those with left-sided colon cancer or rectal cancer. The postrecurrence survival rates were not significantly different between patients with early and late recurrence, which was observed in right-sided colon, left-sided colon and rectum. Multivariate analysis showed that old age, early recurrence, multiple-site recurrence and BRAF and NRAS mutations were independent prognostic factors. Abstract Background: Few reports have investigated genetic alterations between patients with early and late recurrence following curative surgery for colorectal cancer (CRC). Methods: A total of 1227 stage I–III CRC patients who underwent curative resection were included retrospectively. Among them, 236 patients had tumor recurrence: 139 had early (<2 years after surgery) and 97 had late (≥2 years after surgery) recurrence. Clinicopathological features and genetic alterations were compared between the two groups. Results: Compared to those with late recurrence, patients with early recurrence were more likely to have advanced pathological node (N) categories; tumor, node, metastasis (TNM) stages; adjuvant chemotherapy treatment; liver metastases; APC mutations; and worse five-year overall survival rates. Patients with right-sided colon cancer were more likely to develop early recurrence than were those with left-sided colon cancer or rectal cancer. Regarding rectal cancer, patients with early recurrence were more likely to be at advanced pathological N categories and TNM stages than those with late recurrence. Multivariate analysis revealed old age, early recurrence, multiple-site recurrence, and BRAF and NRAS mutations to be independent prognostic factors. Conclusion: CRC patients with early recurrence have a worse OS rate and more APC mutations than those with late recurrence.
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Poturnajova M, Furielova T, Balintova S, Schmidtova S, Kucerova L, Matuskova M. Molecular features and gene expression signature of metastatic colorectal cancer (Review). Oncol Rep 2021; 45:10. [PMID: 33649827 PMCID: PMC7876998 DOI: 10.3892/or.2021.7961] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 12/04/2020] [Indexed: 12/13/2022] Open
Abstract
Uncontrollable metastatic outgrowth process is the leading cause of mortality worldwide, even in the case of colorectal cancer. Colorectal cancer (CRC) accounts for approximately 10% of all annually diagnosed cancers and 50% of CRC patients will develop metastases in the course of disease. Most patients with metastatic CRC have incurable disease. Even if patients undergo resection of liver metastases, the 5‑year survival rate ranges from 25 to 58%. Next‑generation sequencing of tumour specimens from large colorectal cancer patient cohorts has led to major advances in elucidating the genomic landscape of these tumours and paired metastases. The expression profiles of primary CRC and their metastatic lesions at both the gene and pathway levels were compared and led to the selection of early driver genes responsible for carcinogenesis and metastasis‑specific genes that increased the metastatic process. The genetic, transcriptional and epigenetic alteration encoded by these genes and their combination influence many pivotal signalling pathways, enabling the dissemination and outgrowth in distant organs. Therapeutic regimens affecting several different active pathways may have important implications for therapeutic efficacy.
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Affiliation(s)
- Martina Poturnajova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
| | - Tatiana Furielova
- Department of Genetics, Faculty of Natural Sciences, Comenius University, 84215 Bratislava, Slovakia
| | - Sona Balintova
- Department of Genetics, Faculty of Natural Sciences, Comenius University, 84215 Bratislava, Slovakia
| | - Silvia Schmidtova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
- Translational Research Unit, Faculty of Medicine, Comenius University, 81499 Bratislava, Slovakia
| | - Lucia Kucerova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
| | - Miroslava Matuskova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
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16
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Pilozzi E, Fedele D, Montori A, Lorenzon L, Peritore V, Mannocchi G, Bagheri N, Leone C, Palumbo A, Roberto M, Ranazzi G, Rendina E, Balducci G, Ibrahim M. Histological growth patterns and molecular analysis of resected colorectal lung metastases. Pathol Res Pract 2021; 222:153414. [PMID: 33823338 DOI: 10.1016/j.prp.2021.153414] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/17/2021] [Accepted: 03/20/2021] [Indexed: 02/07/2023]
Abstract
Lung is the site of metastasis in about 15-25 % of colorectal cancer (CRC) patients. Lung metastasectomy of CRC represents a standard therapy in patients with resectable metastases. In this study we investigated both histological patterns of metastases and mutations in MAPkinase pathway genes and their relationship to prognosis. The study included 74 patients that underwent metastasectomy of colorectal lung metastasis (CLM). In patients that underwent surgical resection of more than one metastasis in the same operation the largest was chosen. In patients that had undergone multiple lung metastasectomy only the sample from the first metastasectomy was included. Histologically metastases were scored according to amount and distribution of necrosis and fibrosis and three patterns were identified: "pattern A", metastasis with extensive, confluent central necrosis surrounded by a rim of neoplastic glands; "pattern B", metastasis characterized by a proliferation of neoplastic glands in a dense stroma with focal necrosis mainly intraglandular; "pattern C", metastasis with a mixed A and B morphology. In all samples direct sequencing of exon 2 of KRAS and NRAS genes and exon 15 of BRAF genes was carried out.Histological patterns weren't related to metastasis size or other clinical features however pattern C metastases showed a significant worst disease free survival (DFS). KRAS mutations were observed in 39 % of patients. Mutations in KRAS codon 13 resulted significantly associated with synchronous metastasis and poor prognosis. No mutations were identified in exon 2 NRAS gene whilst 1.4 % harboured a mutation in BRAF. To our knowledge this is the first study that investigates in a large series of CLM histological growth patterns, molecular alterations and their relationship to prognosis. Our data suggest a prognostic role in CLM of KRAS specific mutations and histopathological patterns.
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Affiliation(s)
- Emanuela Pilozzi
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy.
| | - Damiano Fedele
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Andrea Montori
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Laura Lorenzon
- Fondazione Policlinico Agostino Gemelli IRCCS, Catholic University of the Sacred Heart, Largo Francesco Vito 1, Rome, Italy
| | - Valentina Peritore
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Unit of Thoracic Surgery Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Giorgia Mannocchi
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Nikta Bagheri
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Chiara Leone
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Unit of Gastrointestinal Surgery Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Antonio Palumbo
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Michela Roberto
- Department of Medical-Surgical Sciences and Translational Medicine, PhD Program in Oncology, Department of Clinical and Molecular Medicine Sapienza University of Rome, Unit of Oncology Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Giulio Ranazzi
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Unit of Pathologic Anatomy Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Erino Rendina
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Unit of Thoracic Surgery Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Genoveffa Balducci
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Unit of Gastrointestinal Surgery Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
| | - Mohsen Ibrahim
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Unit of Thoracic Surgery Sant'Andrea Hospital, Via di Grottarossa 1035, 00189, Rome, Italy
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17
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Okamoto T, duVerle D, Yaginuma K, Natsume Y, Yamanaka H, Kusama D, Fukuda M, Yamamoto M, Perraudeau F, Srivastava U, Kashima Y, Suzuki A, Kuze Y, Takahashi Y, Ueno M, Sakai Y, Noda T, Tsuda K, Suzuki Y, Nagayama S, Yao R. Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer. Stem Cell Reports 2021; 16:954-967. [PMID: 33711267 PMCID: PMC8072036 DOI: 10.1016/j.stemcr.2021.02.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 12/12/2022] Open
Abstract
Metastasis is the major cause of cancer-related death, but whether metastatic lesions exhibit the same cellular composition as primary tumors has yet to be elucidated. To investigate the cellular heterogeneity of metastatic colorectal cancer (CRC), we established 72 patient-derived organoids (PDOs) from 21 patients. Combined bulk transcriptomic and single-cell RNA-sequencing analysis revealed decreased gene expression of markers for differentiated cells in PDOs derived from metastatic lesions. Paradoxically, expression of potential intestinal stem cell markers was also decreased. We identified OLFM4 as the gene most strongly correlating with a stem-like cell cluster, and found OLFM4+ cells to be capable of initiating organoid culture growth and differentiation capacity in primary PDOs. These cells were required for the efficient growth of primary PDOs but dispensable for metastatic PDOs. These observations demonstrate that metastatic lesions have a cellular composition distinct from that of primary tumors; patient-matched PDOs are a useful resource for analyzing metastatic CRC. Seventy-two PDOs were established from 21 stage IV CRC patients Forty-one DEGs were identified between primary and corresponding metastatic PODs scRNA-seq analysis identified OLFM4 as a potential cancer stem cell marker Different roles of OLFM4+ cells in primary and metastatic PDOs were demonstrated
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Affiliation(s)
- Takuya Okamoto
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan; Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - David duVerle
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Katsuyuki Yaginuma
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yasuko Natsume
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hitomi Yamanaka
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Daisuke Kusama
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Mayuko Fukuda
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Mayuko Yamamoto
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Fanny Perraudeau
- Graduate Group in Biostatistics, University of California, Berkeley, Berkeley, CA, USA
| | - Upasna Srivastava
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Yukie Kashima
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Ayako Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Yuuta Kuze
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Yu Takahashi
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Masashi Ueno
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yoshiharu Sakai
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tetsuo Noda
- Director's Room, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Koji Tsuda
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan
| | - Satoshi Nagayama
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Ryoji Yao
- Department of Cell Biology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan.
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18
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Commentary: Pulmonary metastasectomy efficacy: A game of clones? J Thorac Cardiovasc Surg 2020; 163:503-510. [PMID: 33349442 DOI: 10.1016/j.jtcvs.2020.11.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 10/13/2020] [Accepted: 11/15/2020] [Indexed: 11/23/2022]
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19
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Choi JY, Choi S, Lee M, Park YS, Sung JS, Chang WJ, Kim JW, Choi YJ, Kim J, Kim DS, Lee SH, Seok J, Park KH, Kim SH, Kim YH. Clinical Implication of Concordant or Discordant Genomic Profiling between Primary and Matched Metastatic Tissues in Patients with Colorectal Cancer. Cancer Res Treat 2020; 52:764-778. [PMID: 32065847 PMCID: PMC7373863 DOI: 10.4143/crt.2020.044] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 02/14/2020] [Indexed: 02/07/2023] Open
Abstract
Purpose The purpose of this study was to identify the concordant or discordant genomic profiling between primary and matched metastatic tumors in patients with colorectal cancer (CRC) and to explore the clinical implication. Materials and Methods Surgical samples of primary and matched metastatic tissues from 158 patients (335 samples) with CRC at Korea University Anam Hospital were evaluated using the Ion AmpliSeq Cancer Hotspot Panel. We compared genetic variants and classified them as concordant, primary-specific, and metastasis-specific variants. We used a combination of principal components analysis and clustering to find genomic groups. Kaplan-Meier curves were used to appraise survival between genomic groups. We used machine learning to confirm the correlation between genetic variants and metastatic sites. Results A total of 282 types of deleterious non-synonymous variants were selected for analysis. Of a total of 897 variants, an average of 40% was discordant. Three genomic groups were yielded based on the genomic discrepancy patterns. Overall survival differed significantly between the genomic groups. The poorest group had the highest proportion of concordant KRAS G12V and additional metastasis-specific SMAD4. Correlation analysis between genetic variants and metastatic sites suggested that concordant KRAS mutations would have more disseminated metastases. Conclusion Driver gene mutations were mostly concordant; however, discordant or metastasis-specific mutations were present. Clinically, the concordant driver genetic changes with additional metastasis-specific variants can predict poor prognosis for patients with CRC.
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Affiliation(s)
- Jung Yoon Choi
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea
| | - Sunho Choi
- School of Electrical Engineering, Korea University, Seoul, Korea
| | - Minhyeok Lee
- School of Electrical Engineering, Korea University, Seoul, Korea
| | - Young Soo Park
- Cancer Research Institute, Korea University, Seoul, Korea
| | - Jae Sook Sung
- Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea.,Cancer Research Institute, Korea University, Seoul, Korea
| | - Won Jin Chang
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea
| | - Ju Won Kim
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea
| | - Yoon Ji Choi
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea
| | - Jin Kim
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Dong-Sik Kim
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Sung-Ho Lee
- Department of Thoracic Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Junhee Seok
- School of Electrical Engineering, Korea University, Seoul, Korea
| | - Kyong Hwa Park
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea.,Cancer Research Institute, Korea University, Seoul, Korea
| | - Seon Hahn Kim
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Yeul Hong Kim
- Division of Oncology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea.,Cancer Precision Medicine Diagnosis and Treatment Enterprise, Korea University Anam Hospital, Seoul, Korea.,Cancer Research Institute, Korea University, Seoul, Korea
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20
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Corsini EM, Mitchell KG, Mehran RJ, Rice DC, Sepesi B, Walsh GL, Swisher SG, Roth JA, Hofstetter WL, Vaporciyan AA, Morris VK, Antonoff MB. Colorectal cancer mutations are associated with survival and recurrence after pulmonary metastasectomy. J Surg Oncol 2019; 120:729-735. [PMID: 31290159 DOI: 10.1002/jso.25630] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 06/24/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND OBJECTIVES While knowledge has grown extensively regarding the impact of mutations on colorectal cancer prognosis, their role in outcomes after pulmonary metastasectomy (PM) remains minimally understood. We sought to determine the prognostic role of mutant disease on survival and recurrence after metastasectomy. METHODS Patients with available tumor sequencing profiles who underwent PM for colorectal cancer at a single institution from 2011 to 2017 were reviewed. Various demographic and clinicopathologic factors, as well as mutational status, were tested in the Cox regression analyses to identify predictors of survival and disease-free survival (DFS). RESULTS A total of 130 patients met inclusion criteria, among whom 78 (60%) were male and the mean age was 57 years. The median survival time and 5-year survival rate were 58.2 months and 47%, respectively. A single pulmonary nodule was present in 54%. Disease recurrence occurred for 87 (67%) patients, including 75 (58%) who had at least one lung recurrence after metastasectomy at a median time to recurrence of 19.4 months. Upon multivariable analysis, RAS and TP53 mutations were associated with shorter survival DFS, while APC is associated with prolonged survival. CONCLUSIONS After metastasectomy for colorectal cancer, mutations in RAS, TP53, and APC play an important role in survival and recurrence.
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Affiliation(s)
- Erin M Corsini
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kyle G Mitchell
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Reza J Mehran
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - David C Rice
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Garrett L Walsh
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen G Swisher
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Wayne L Hofstetter
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Van K Morris
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas
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MUW researcher of the month. Wien Klin Wochenschr 2019. [DOI: 10.1007/s00508-019-1477-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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