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Echeverri D, Calucho E, Marrugo-Ramírez J, Álvarez-Diduk R, Orozco J, Merkoçi A. Capacitive immunosensing at gold nanoparticle-decorated reduced graphene oxide electrodes fabricated by one-step laser nanostructuration. Biosens Bioelectron 2024; 252:116142. [PMID: 38401281 DOI: 10.1016/j.bios.2024.116142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 02/01/2024] [Accepted: 02/18/2024] [Indexed: 02/26/2024]
Abstract
Nanostructured electrochemical biosensors have ushered in a new era of diagnostic precision, offering enhanced sensitivity and specificity for clinical biomarker detection. Among them, capacitive biosensing enables ultrasensitive label-free detection of multiple molecular targets. However, the complexity and cost associated with conventional fabrication methods of nanostructured platforms hinder the widespread adoption of these devices. This study introduces a capacitive biosensor that leverages laser-engraved reduced graphene oxide (rGO) electrodes decorated with gold nanoparticles (AuNPs). The fabrication involves laser-scribed GO-Au3+ films, yielding rGO-AuNP electrodes, seamlessly transferred onto a PET substrate via a press-stamping methodology. These electrodes have a remarkable affinity for biomolecular recognition after being functionalized with specific bioreceptors. For example, initial studies with human IgG antibodies confirm the detection capabilities of the biosensor using electrochemical capacitance spectroscopy. Furthermore, the biosensor can quantify CA-19-9 glycoprotein, a clinical cancer biomarker. The biosensor exhibits a dynamic range from 0 to 300 U mL-1, with a limit of detection of 8.9 U mL-1. Rigorous testing with known concentrations of a pretreated CA-19-9 antigen from human fluids confirmed their accuracy and reliability in detecting the glycoprotein. This study signifies notable progress in capacitive biosensing for clinical biomarkers, potentially leading to more accessible and cost-effective point-of-care solutions.
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Affiliation(s)
- Danilo Echeverri
- Nanobioelectronics & Biosensors Group, Institut Català de Nanociència i Nanotecnologia (ICN2), CSIC and the Barcelona Institute of Science and Technology (BIST), Campus UAB, Bellaterra, 08193, Barcelona, Spain; Max Planck Tandem Group in Nanobioengineering, Institute of Chemistry, Faculty of Natural and Exact Sciences, University of Antioquia, Complejo Ruta N, Calle 67 N° 52-20, 050010, Medellín, Colombia
| | - Enric Calucho
- Nanobioelectronics & Biosensors Group, Institut Català de Nanociència i Nanotecnologia (ICN2), CSIC and the Barcelona Institute of Science and Technology (BIST), Campus UAB, Bellaterra, 08193, Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Bellaterra, 08193, Barcelona, Spain
| | - Jose Marrugo-Ramírez
- Nanobioelectronics & Biosensors Group, Institut Català de Nanociència i Nanotecnologia (ICN2), CSIC and the Barcelona Institute of Science and Technology (BIST), Campus UAB, Bellaterra, 08193, Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Bellaterra, 08193, Barcelona, Spain
| | - Ruslán Álvarez-Diduk
- Nanobioelectronics & Biosensors Group, Institut Català de Nanociència i Nanotecnologia (ICN2), CSIC and the Barcelona Institute of Science and Technology (BIST), Campus UAB, Bellaterra, 08193, Barcelona, Spain.
| | - Jahir Orozco
- Max Planck Tandem Group in Nanobioengineering, Institute of Chemistry, Faculty of Natural and Exact Sciences, University of Antioquia, Complejo Ruta N, Calle 67 N° 52-20, 050010, Medellín, Colombia.
| | - Arben Merkoçi
- Nanobioelectronics & Biosensors Group, Institut Català de Nanociència i Nanotecnologia (ICN2), CSIC and the Barcelona Institute of Science and Technology (BIST), Campus UAB, Bellaterra, 08193, Barcelona, Spain; ICREA Institució Catalana de Recerca i Estudis Avançats, Passeig de Lluís Companys, 23, 08010, Barcelona, Spain.
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2
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Herrag SEE, Moulessehoul S, Mehadji DE, Yekrou D, Khaled MB. Epidemiological insights into colorectal cancer in northwestern Algeria. Ecancermedicalscience 2024; 18:1684. [PMID: 38566765 PMCID: PMC10984843 DOI: 10.3332/ecancer.2024.1684] [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: 12/22/2023] [Indexed: 04/04/2024] Open
Abstract
Objectives The incidence of colorectal cancer (CRC) has exhibited regional variability in North Africa and the Middle East, with a steady increase in Algeria. Despite this trend, limited data exist on the epidemiology of CRC in northwestern Algeria. Our study aimed to investigate the epidemiological characteristics of CRC in this region. Methods We conducted a retrospective study examining 255 confirmed CRC cases through medical records from patients at the Sidi Bel Abbes anti-cancer centre. Results The mean age of the study participants was 59 ± 13 years. The results showed a higher incidence in males (57%) than in females, and colon (62%) than rectal cancer. Within this cohort, 47% had a pre-existing medical condition, while 39% had a family history of cancer. Adenocarcinomas were the prevailing histological subtype in 94% of CRC cases. Compared with colon cancer, rectal cancer was less often diagnosed at stage IV of the disease (OR = 0.75; 95% CI = 0.09, 4.86; p = 0.8) and more likely in early-onset patients (OR = 2.27; 95% CI = 1.25, 4.17; p = 0.007). Men were at a higher risk of being diagnosed with metastatic CRC primarily hepatic metastases (OR = 2.03; 95% CI = 1.07, 3.99; p = 0.033) and pulmonary metastases (OR = 2.50; 95% CI = 1.07, 6.59; p = 0.045). Conclusion This study may provide a comprehensive glimpse into CRC epidemiology in northwest Algeria. Understanding regional differences is the key to implementing specific preventive and interventional strategies.
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Affiliation(s)
- Salah Eddine El Herrag
- Laboratoire de Nutrition, Pathologie, Agro-Biotechnologie et Santé (Lab-NuPABS), Faculty of Natural and Life Sciences, Djillali Liabes University, Sidi Bel Abbes 22000, Algeria
- Department of Biology Rectorat Ex ITMA, Faculty of Natural and Life Sciences, Djillali Liabes University, BP 89, Sidi Bel Abbes 22000, Algeria
- https://orcid.org/0000-0002-6483-4771
| | - Soraya Moulessehoul
- Department of Biology Rectorat Ex ITMA, Faculty of Natural and Life Sciences, Djillali Liabes University, BP 89, Sidi Bel Abbes 22000, Algeria
| | - Douniazad El Mehadji
- Department of Biology Rectorat Ex ITMA, Faculty of Natural and Life Sciences, Djillali Liabes University, BP 89, Sidi Bel Abbes 22000, Algeria
- https://orcid.org/0000-0002-0214-6383
| | - Djamila Yekrou
- Department of Medical Oncology, Anti-Cancer Centre of Sidi Bel Abbes, Sidi Bel Abbes 22000, Algeria
| | - Méghit Boumediène Khaled
- Laboratoire de Nutrition, Pathologie, Agro-Biotechnologie et Santé (Lab-NuPABS), Faculty of Natural and Life Sciences, Djillali Liabes University, Sidi Bel Abbes 22000, Algeria
- Department of Biology Rectorat Ex ITMA, Faculty of Natural and Life Sciences, Djillali Liabes University, BP 89, Sidi Bel Abbes 22000, Algeria
- https://orcid.org/0000-0001-5281-2498
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Xu Y, Wang G, Zheng X, Chang W, Fu J, Zhang T, Lin Q, Lv Y, Zhu Z, Tang W, Xu J. Treatment of metastatic colorectal cancer with BRAF V600E mutation: A multicenter real-world study in China. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:106981. [PMID: 37455182 DOI: 10.1016/j.ejso.2023.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 06/30/2023] [Accepted: 07/08/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND BRAF V600E mutant-metastatic colorectal cancer (mCRC) is characterized by its short survival time. Treatment approaches vary depending on whether or not the metastases are initially resectable. The benefit of metastasectomy remains unclear, and the optimal first-line treatment is controversial. This study aimed to describe the prognosis of BRAF V600E mutant-mCRC, analyze the recurrence pattern in resectable patients, and explore the optimal first-line treatment for unresectable patients. METHODS Patients diagnosed with BRAF V600E mutant-mCRC between February 2014 and January 2022 in five hospitals were enrolled. Date on clinical and pathological characteristics, treatment features, and survival outcomes were collected. RESULTS Of the 220 included patients, 64 initially resectable patients had a significantly longer overall survival (OS) (37.07 vs. 20.20 months, P < 0.001) than initially unresectable patients. Of 156 unresectable patients, 54 received doublet (FOLFOX, XELOX or FOLFIRI) or triplet (FOLFOXIRI) chemotherapies (Chemo), 55 received Chemo plus Bevacizumab (Chemo+Bev), and 33 received vemurafenib plus cetuximab and irinotecan (VIC). The VIC regimen had a better progression-free survival (PFS) (12.70 months) than the Chemo (6.70 months, P < 0.001) and Chemo+Bev (8.8 months, P = 0.044) regimens. Patients treated with VIC had the best overall response rate (60.16%, P < 0.001), disease control rate (93.94%, P < 0.001) and conversional resection rate (24.24%, P = 0.003). CONCLUSIONS Metastasectomy is beneficial to the survival of patients with BRAF V600E mutant-mCRC. For initially unresectable patients, VIC as first-line therapy is associated with a better prognosis and efficacy than doublet and triplet chemotherapy with or without bevacizumab.
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Affiliation(s)
- Yuqiu Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Guiying Wang
- Department of General Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China; The Second Department of General Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Xuzhi Zheng
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Wenju Chang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jihong Fu
- Department of Colorectal Surgery, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Tao Zhang
- Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Qi Lin
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yang Lv
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhehui Zhu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wentao Tang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Jianmin Xu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
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Li X, Qi Q, Li Y, Miao Q, Yin W, Pan J, Zhao Z, Chen X, Yang F, Zhou X, Huang M, Wang C, Deng L, Huang D, Qi M, Fan S, Zhang Y, Qiu S, Deng W, Liu T, Chen M, Ye W, Zhang D. TCAF2 in Pericytes Promotes Colorectal Cancer Liver Metastasis via Inhibiting Cold-Sensing TRPM8 Channel. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2302717. [PMID: 37635201 PMCID: PMC10602580 DOI: 10.1002/advs.202302717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/04/2023] [Indexed: 08/29/2023]
Abstract
Hematogenous metastasis is the main approach for colorectal cancer liver metastasis (CRCLM). However, as the gatekeepers in the tumor vessels, the role of TPCs in hematogenous metastasis remains largely unknown, which may be attributed to the lack of specific biomarkers for TPC isolation. Here, microdissection combined with a pericyte medium-based approach is developed to obtain TPCs from CRC patients. Proteomic analysis reveals that TRP channel-associated factor 2 (TCAF2), a partner protein of the transient receptor potential cation channel subfamily M member 8 (TRPM8), is overexpressed in TPCs from patients with CRCLM. TCAF2 in TPCs is correlated with liver metastasis, short overall survival, and disease-free survival in CRC patients. Gain- and loss-of-function experiments validate that TCAF2 in TPCs promotes tumor cell motility, epithelial-mesenchymal transition (EMT), and CRCLM, which is attenuated in pericyte-conditional Tcaf2-knockout mice. Mechanistically, TCAF2 inhibits the expression and activity of TRPM8, leading to Wnt5a secretion in TPCs, which facilitates EMT via the activation of the STAT3 signaling pathway in tumor cells. Menthol, a TRPM8 agonist, significantly suppresses Wnt5a secretion in TPCs and CRCLM. This study reveals the previously unidentified pro-metastatic effects of TPCs from the perspective of cold-sensory receptors, providing a promising diagnostic biomarker and therapeutic target for CRCLM.
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Affiliation(s)
- Xiaobo Li
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Qi Qi
- MOE Key Laboratory of Tumor Molecular BiologyClinical Translational Center for Targeted DrugDepartment of PharmacologySchool of MedicineJinan UniversityGuangzhou510632China
| | - Yong Li
- College of PharmacyJinan UniversityGuangzhou510632China
- School of PharmacyNorth Sichuan Medical CollegeNanchong637100China
| | - Qun Miao
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Wenqian Yin
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Jinghua Pan
- Department of General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhou510632China
| | - Zhan Zhao
- Department of General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhou510632China
| | - Xiaoying Chen
- Department of BiophysicsKidney Disease Center of First Affiliated HospitalZhejiang University School of MedicineHangzhou310058China
| | - Fan Yang
- Department of BiophysicsKidney Disease Center of First Affiliated HospitalZhejiang University School of MedicineHangzhou310058China
| | - Xiaofeng Zhou
- MOE Key Laboratory of Tumor Molecular BiologyClinical Translational Center for Targeted DrugDepartment of PharmacologySchool of MedicineJinan UniversityGuangzhou510632China
| | - Maohua Huang
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Chenran Wang
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Lijuan Deng
- Formula‐Pattern Research CenterSchool of Traditional Chinese MedicineJinan UniversityGuangzhou510632China
| | - Dandan Huang
- The Sixth Affiliated Hospital of Sun Yet‐Sen UniversityGuangzhou510655China
| | - Ming Qi
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Shuran Fan
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Yiran Zhang
- Department of General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhou510632China
| | - Shenghui Qiu
- Department of General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhou510632China
| | - Weiqing Deng
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Tongzheng Liu
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Minfeng Chen
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Wencai Ye
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Dongmei Zhang
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- College of PharmacyJinan UniversityGuangzhou510632China
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Shang P, Lu J, Song F, Zhao Y, Hong W, He Y, Shen W, Geng L. RNF43 is associated with genomic features and clinical outcome in BRAF mutant colorectal cancer. Front Oncol 2023; 13:1119587. [PMID: 37409251 PMCID: PMC10319416 DOI: 10.3389/fonc.2023.1119587] [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: 12/09/2022] [Accepted: 03/27/2023] [Indexed: 07/07/2023] Open
Abstract
Background Colorectal cancer (CRC) patients with BRAF mutation have very poor prognosis. It is urgent to search for prognostic factors of BRAF mutant CRC. RNF43 is a ENF ubiquitin ligase of Wnt signaling. Mutation of RNF43 has been observed frequently in various types of human cancers. However, few studies have evaluated the role of RNF43 in CRC. The present study aimed to explore the impact of RNF43 mutations on molecular characteristics and prognosis in BRAF mutant CRC. Methods Samples of 261 CRC patients with BRAF mutation were retrospectively analyzed. Tumor tissue and matched peripheral blood samples were collected and subjected to targeted sequencing with a panel of 1021 cancer-related genes. The association of molecular characteristics and survival in patients were then analyzed. 358 CRC patients with BRAF mutation from the cBioPortal dataset were used for further confirmation. Results This study was inspired by a CRC patient with BRAF V600E and RNF43 co-mutation, who achieved a best remission of 70% and a progression free survival (PFS) of 13 months. Genomic analysis indicated that RNF43 mutation affected the genomic characteristics of patients with BRAF mutation, including microsatellite instability (MSI), tumor mutation burden (TMB) and the proportion of common gene mutations. Survival analysis showed that RNF43 mutation was a predictive biomarker for better PFS and OS in BRAF mutant CRC. Conclusion Collectively, we identified that RNF43 mutations were correlated with favorable genomic features, resulting in a better clinical outcome for BRAF mutant CRC patients.
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Affiliation(s)
- Peipei Shang
- Oncology Department, Eastern Hepatobiliary Surgical Hospital, Shanghai, China
| | - Jiongjiong Lu
- Department of Special Treatment, Eastern Hepatobiliary Surgical Hospital, Shanghai, China
| | - Feihong Song
- Department of Special Treatment, Eastern Hepatobiliary Surgical Hospital, Shanghai, China
| | - Yijun Zhao
- Department of Special Treatment, Eastern Hepatobiliary Surgical Hospital, Shanghai, China
| | - Weipeng Hong
- Department of Medical Center, Geneplus-Beijing Ltd., Beijing, China
| | - Yuange He
- Department of Medical Center, Geneplus-Beijing Ltd., Beijing, China
| | - Weidong Shen
- Department of Medical Center, Geneplus-Beijing Ltd., Beijing, China
| | - Li Geng
- Department of Special Treatment, Eastern Hepatobiliary Surgical Hospital, Shanghai, China
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Bangarh R, Khatana C, Kaur S, Sharma A, Kaushal A, Siwal SS, Tuli HS, Dhama K, Thakur VK, Saini RV, Saini AK. Aberrant protein glycosylation: Implications on diagnosis and Immunotherapy. Biotechnol Adv 2023; 66:108149. [PMID: 37030554 DOI: 10.1016/j.biotechadv.2023.108149] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 03/10/2023] [Accepted: 04/04/2023] [Indexed: 04/10/2023]
Abstract
Glycosylation-mediated post-translational modification is critical for regulating many fundamental processes like cell division, differentiation, immune response, and cell-to-cell interaction. Alterations in the N-linked or O-linked glycosylation pattern of regulatory proteins like transcription factors or cellular receptors lead to many diseases, including cancer. These alterations give rise to micro- and macro-heterogeneity in tumor cells. Here, we review the role of O- and N-linked glycosylation and its regulatory function in autoimmunity and aberrant glycosylation in cancer. The change in cellular glycome could result from a change in the expression of glycosidases or glycosyltransferases like N-acetyl-glucosaminyl transferase V, FUT8, ST6Gal-I, DPAGT1, etc., impact the glycosylation of target proteins leading to transformation. Moreover, the mutations in glycogenes affect glycosylation patterns on immune cells leading to other related manifestations like pro- or anti-inflammatory effects. In recent years, understanding the glycome to cancer indicates that it can be utilized for both diagnosis/prognosis as well as immunotherapy. Studies involving mass spectrometry of proteome, site- and structure-specific glycoproteomics, or transcriptomics/genomics of patient samples and cancer models revealed the importance of glycosylation homeostasis in cancer biology. The development of emerging technologies, such as the lectin microarray, has facilitated research on the structure and function of glycans and glycosylation. Newly developed devices allow for high-throughput, high-speed, and precise research on aberrant glycosylation. This paper also discusses emerging technologies and clinical applications of glycosylation.
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Affiliation(s)
- Rashmi Bangarh
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Chainika Khatana
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Simranjeet Kaur
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Anchita Sharma
- Division of Biology, Indian Institute of Science Education and Research, Tirupati, Andhra Pradesh 517641, India
| | - Ankur Kaushal
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Samarjeet Singh Siwal
- Department of Chemistry, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Hardeep Singh Tuli
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Bareilly 243122, Uttar Pradesh, India
| | - Vijay Kumar Thakur
- Biorefining and Advanced Materials Research Center, Scotland's Rural College (SRUC), Kings Buildings, West Mains Road, Edinburgh EH9 3JG, United Kingdom; School of Engineering, University of Petroleum & Energy Studies (UPES), Dehradun 248007, Uttarakhand, India.
| | - Reena V Saini
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
| | - Adesh K Saini
- Department of Biotechnology, MMEC, Maharishi Markandeshwar (Deemed to Be University), Mullana-Ambala, Haryana 133207, India
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Paku M, Uemura M, Kitakaze M, Miyoshi N, Takahashi H, Mizushima T, Doki Y, Eguchi H. Clinical Significance of Preoperative and Postoperative Serum CEA and Carbohydrate Antigen 19-9 Levels in Patients Undergoing Curative Resection of Locally Recurrent Rectal Cancer. Dis Colon Rectum 2023; 66:392-400. [PMID: 36649161 DOI: 10.1097/dcr.0000000000002655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Local recurrence is common after curative resection for rectal cancer. Although one expects radical resection of locally recurrent rectal cancer to be curative, the postoperative re-recurrence rate is relatively high. Therefore, identifying risk factors for recurrence may improve the prognosis of locally recurrent rectal cancer with early therapeutic intervention. OBJECTIVE This study aimed to evaluate the relationship between perioperative serum CEA/carbohydrate antigen 19-9 levels and prognosis in locally recurrent rectal cancer to validate their usefulness for postoperative surveillance in locally recurrent rectal cancer. DESIGN This was a single-center retrospective cohort study. SETTING The study is based on data obtained from procedures at the Osaka University Hospital. PATIENTS Ninety patients underwent radical resection for locally recurrent rectal cancer between January 2000 and January 2015. MAIN OUTCOME MEASURES We evaluated the correlation between perioperative serum CEA/carbohydrate antigen 19-9 levels and prognosis after complete resection of locally recurrent rectal cancer and the serum CEA and carbohydrate antigen 19-9 levels at the diagnosis of postoperative re-recurrence. RESULTS The median preoperative serum CEA level was 4 ng/mL and carbohydrate antigen 19-9 level was 12 U/mL. Of the 90 patients, 43.3% had serum CEA ≥5 ng/mL, and 15.6% had serum carbohydrate antigen 19-9 ≥37 U/mL. Preoperatively, this serum carbohydrate antigen 19-9 level strongly correlated with poorer prognoses regarding cancer-specific survival. Postoperatively, serum CEA ≥5 ng/mL significantly correlated with a worse prognosis. At the time of diagnosis of re-recurrence after resection of locally recurrent rectal cancer, 53.2% of patients had serum CEA ≥5 ng/mL, and 23.4% of patients had serum carbohydrate antigen 19-9 ≥37 U/mL. LIMITATIONS The study was limited by its single-center retrospective design, an insufficient sample size, and a relatively long study period. CONCLUSIONS High serum levels of carbohydrate antigen 19-9 preoperatively and CEA postoperatively are associated with poor prognosis after locally recurrent rectal cancer. Furthermore, we found a high rate of serum CEA elevation in the diagnosis of postoperative re-recurrence. See Video Abstract at http://links.lww.com/DCR/C106 . IMPORTANCIA CLNICA DE LOS NIVELES SRICOS PREOPERATORIOS Y POSOPERATORIOS DE CEA Y CA EN PACIENTES SOMETIDOS A RESECCIN CURATIVA DE CNCER DE RECTO LOCALMENTE RECURRENTE ANTECEDENTES:La recurrencia local es común después de la resección curativa del cáncer de recto. Aunque se espera que la resección radical del cáncer rectal localmente recurrente sea curativa, la tasa de recurrencia posoperatoria es relativamente alta. Por lo tanto, la identificación de los factores de riesgo de recurrencia puede mejorar el pronóstico del cáncer de recto localmente recurrente con una intervención terapéutica temprana.OBJETIVO:Evaluamos la relación entre los niveles séricos perioperatorios de CEA/CA19-9 y el pronóstico en el cáncer de recto localmente recurrente para validar su utilidad para la vigilancia posoperatoria en el cáncer de recto localmente recurrente.DISEÑO:Este fue un estudio de cohorte retrospectivo de un solo centro.AJUSTE:El estudio se basa en datos obtenidos de procedimientos en el Hospital Universitario de Osaka.PACIENTES:Noventa pacientes fueron sometidos a resección radical por cáncer de recto localmente recurrente entre Enero de 2000 y Enero de 2015.PRINCIPALES MEDIDAS DE RESULTADOS:Evaluamos la correlación entre los niveles séricos perioperatorios de CEA/CA19-9 y el pronóstico después de la resección completa del cáncer de recto localmente recurrente y los niveles séricos de CEA y CA19-9 en el diagnóstico de recurrencia posoperatoria.RESULTADOS:La mediana de los niveles séricos preoperatorios de CEA y CA19-9 fueron de 4 ng/mL y 12 U/mL, respectivamente. De los 90 pacientes, el 43,3 % tenía CEA sérico ≥5 ng/mL y el 15,6 % tenía CA19-9 sérico ≥37 U/mL. Antes de la operación, este nivel sérico de CA19-9 se correlacionó fuertemente con peores pronósticos con respecto a la supervivencia específica del cáncer. Después de la operación, el CEA sérico ≥5 ng/mL se correlacionó significativamente con un peor pronóstico. En el momento del diagnóstico de recurrencia después de la resección del cáncer de recto localmente recurrente, el 53,2 % de los pacientes tenían CEA sérico ≥5 ng/mL y el 23,4 % de los pacientes tenían CA19-9 sérico ≥37 U/mL.LIMITACIONES:El estudio estuvo limitado por su diseño retrospectivo de un solo centro, un tamaño de muestra insuficiente y un período de estudio relativamente largo.CONCLUSIONES:Los niveles séricos altos de CA19-9 antes de la operación y de CEA después de la operación están asociados con un mal pronóstico después del cáncer de recto localmente recurrente. Además, encontramos una alta tasa de elevación del CEA sérico en el diagnóstico de recurrencia posoperatoria. Consulte el Video Resumen en http://links.lww.com/DCR/C106 . (Traducción-Dr. Yesenia Rojas-Khalil ).
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Affiliation(s)
- Masakatsu Paku
- Department of Gastroenterological Surgery, Graduated School of Medicine, Osaka University, Osaka, Japan
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8
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Zhao C, Li J, Zhang Y, Han R, Wang Y, Li L, Zhang Y, Zhu M, Zheng J, Du H, Hu C, Zhou C, Yang N, Cai S, He Y. The rational application of liquid biopsy based on next-generation sequencing in advanced non-small cell lung cancer. Cancer Med 2023; 12:5603-5614. [PMID: 36341686 PMCID: PMC10028052 DOI: 10.1002/cam4.5410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/09/2022] [Accepted: 10/23/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Plasma and tissue biopsy have both used for targeting actionable driver gene mutations in lung cancer, whose concordance is imperfect. A reliable method to predict the concordance is urgently needed to ease clinical application. METHODS A total of 1012 plasma samples, including 519 with paired-tissue biopsy samples, derived from lung adenocarcinoma patients were retrospectively enrolled. We assessed the associations of several clinicopathological characteristics and serum tumor markers with the concordance between plasma and tissue biopsies. RESULTS When carcinoembryonic antigen (CEA) levels were higher than thresholds of 15.01 ng/ml and 51.15 ng/ml, the positive predictive value of concordance reached 90% and 95%, respectively. When CEA levels were lower than thresholds of 5.19 ng/ml and 3.26 ng/mL, the negative predictive value of concordance reached 45% and 50%. The performance of CYFRA21-1 in predicting concordance was similar but inferior to CEA (AUC: 0.727 vs. 0.741, p = 0.633). The performance of CEA combined with CYFRA21-1 in predicting the concordance was similar to that of the combination of independent factors derived from the LASSO regression model (AUC: 0.796 vs. 0.818, p = 0.067). CEA (r = 0.47, p < 0.01) and CYFRA21-1 levels (r = 0.45, p < 0.05) were significantly correlated with the maximum variant allele frequency, respectively. CONCLUSIONS CEA combined with CYFRA21-1 could effectively predict the concordance between plasma and tissue biopsies, which could be used for evaluating the priority of plasma and tissue biopsies for gene testing to timely guide clinical applications in advanced lung adenocarcinoma patients.
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Affiliation(s)
- Chenglong Zhao
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Jianghua Li
- Department of Intensive care unit, Daping Hospital, Army Medical University, Chongqing, China
| | - Yongchang Zhang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Rui Han
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Yubo Wang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Li Li
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Yimin Zhang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Mengxiao Zhu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Jie Zheng
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Haiwei Du
- Burning Rock Biotech, Guangzhou, China
| | - Chen Hu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Chengzhi Zhou
- Respiratory Medicine Department, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Nong Yang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | | | - Yong He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
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9
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The Impact of Molecular Biology in the Seeding, Treatment Choices and Follow-Up of Colorectal Cancer Liver Metastases-A Narrative Review. Int J Mol Sci 2023; 24:ijms24021127. [PMID: 36674640 PMCID: PMC9863977 DOI: 10.3390/ijms24021127] [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: 12/03/2022] [Revised: 12/27/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
There is a clear association between the molecular profile of colorectal cancer liver metastases (CRCLM) and the degree to which aggressive progression of the disease impacts patient survival. However, much of our knowledge of the molecular behaviour of colorectal cancer cells comes from experimental studies with, as yet, limited application in clinical practice. In this article, we review the current advances in the understanding of the molecular behaviour of CRCLM and present possible future therapeutic applications. This review focuses on three important steps in CRCLM development, progression and treatment: (1) the dissemination of malignant cells from primary tumours and the seeding to metastatic sites; (2) the response to modern regimens of chemotherapy; and (3) the possibility of predicting early progression and recurrence patterns by molecular analysis in liquid biopsy.
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10
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Echeverri D, Orozco J. Glycan-Based Electrochemical Biosensors: Promising Tools for the Detection of Infectious Diseases and Cancer Biomarkers. Molecules 2022; 27:8533. [PMID: 36500624 PMCID: PMC9736010 DOI: 10.3390/molecules27238533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/20/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022] Open
Abstract
Glycan-based electrochemical biosensors are emerging as analytical tools for determining multiple molecular targets relevant to diagnosing infectious diseases and detecting cancer biomarkers. These biosensors allow for the detection of target analytes at ultra-low concentrations, which is mandatory for early disease diagnosis. Nanostructure-decorated platforms have been demonstrated to enhance the analytical performance of electrochemical biosensors. In addition, glycans anchored to electrode platforms as bioreceptors exhibit high specificity toward biomarker detection. Both attributes offer a synergy that allows ultrasensitive detection of molecular targets of clinical interest. In this context, we review recent advances in electrochemical glycobiosensors for detecting infectious diseases and cancer biomarkers focused on colorectal cancer. We also describe general aspects of structural glycobiology, definitions, and classification of electrochemical biosensors and discuss relevant works on electrochemical glycobiosensors in the last ten years. Finally, we summarize the advances in electrochemical glycobiosensors and comment on some challenges and limitations needed to advance toward real clinical applications of these devices.
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Affiliation(s)
| | - Jahir Orozco
- Max Planck Tandem Group in Nanobioengineering, Institute of Chemistry, Faculty of Natural and Exact Sciences, University of Antioquia, Complejo Ruta N, Calle 67 N°52–20, Medellin 050010, Colombia
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11
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Kagawa H, Hatakeyama K, Shiomi A, Hino H, Manabe S, Yamaoka Y, Nagashima T, Ohshima K, Urakami K, Yamaguchi K. Consensus molecular subtyping improves the clinical usefulness of canonical tumor markers for colorectal cancer. Biomed Res 2022; 43:201-209. [PMID: 36517022 DOI: 10.2220/biomedres.43.201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Transcriptome-based classification, such as consensus molecular subtyping, is expected to be applied to colorectal cancer (CRC). However, the relationship between molecular profiles and classical tumor markers, which are already used in clinical practice, has not been analyzed in a large cohort and remains unclear. We classified more than 1,500 Japanese patients with CRC based on consensus molecular subtyping and investigated the clinically available blood carcinoembryonic antigen (CEA) concentrations of each subgroup. To precisely distinguish CRCs, we allocated them to five subgroups, including tumors that were difficult to classify using the consensus molecular subtypes (CMSs), and extracted a heterogeneous population with somatic mutations and expression profiles that differed from those of the CMSs 1-4. For patients allocated to the CMS4 subgroup of stage III CRCs, elevated blood CEA concentrations may identify a subgroup with highly aggressive disease and contribute to improving therapeutic decisions. Furthermore, gene expression and pathway analyses of tumor and non-tumor tissues revealed that tumor immunity was "cold" in this subgroup with high CEA concentrations. The combination of emerging molecular profiling and classical tumor markers may have greater clinical utility than either used alone.
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Affiliation(s)
- Hiroyasu Kagawa
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital.,Department of Surgery, Keio University School of Medicine
| | | | - Akio Shiomi
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital
| | - Hitoshi Hino
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital
| | - Shoichi Manabe
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital
| | - Yusuke Yamaoka
- Division of Colon and Rectal Surgery, Shizuoka Cancer Center Hospital
| | - Takeshi Nagashima
- SRL Inc.,Medical Genetics Division, Shizuoka Cancer Center Research Institute
| | - Keiichi Ohshima
- Medical Genetics Division, Shizuoka Cancer Center Research Institute
| | - Kenichi Urakami
- Cancer Diagnostics Research Division, Shizuoka Cancer Center Research Institute
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12
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Makler A, Narayanan R, Asghar W. An Exosomal miRNA Biomarker for the Detection of Pancreatic Ductal Adenocarcinoma. BIOSENSORS 2022; 12:831. [PMID: 36290970 PMCID: PMC9599289 DOI: 10.3390/bios12100831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/25/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains a difficult tumor to diagnose and treat. To date, PDAC lacks routine screening with no markers available for early detection. Exosomes are 40-150 nm-sized extracellular vesicles that contain DNA, RNA, and proteins. These exosomes are released by all cell types into circulation and thus can be harvested from patient body fluids, thereby facilitating a non-invasive method for PDAC detection. A bioinformatics analysis was conducted utilizing publicly available miRNA pancreatic cancer expression and genome databases. Through this analysis, we identified 18 miRNA with strong potential for PDAC detection. From this analysis, 10 (MIR31, MIR93, MIR133A1, MIR210, MIR330, MIR339, MIR425, MIR429, MIR1208, and MIR3620) were chosen due to high copy number variation as well as their potential to differentiate patients with chronic pancreatitis, neoplasms, and PDAC. These 10 were examined for their mature miRNA expression patterns, giving rise to 18 mature miRs for further analysis. Exosomal RNA from cell culture media was analyzed via RTqPCR and seven mature miRs exhibited statistical significance (miR-31-5p, miR-31-3p, miR-210-3p, miR-339-5p, miR-425-5p, miR-425-3p, and miR-429). These identified biomarkers can potentially be used for early detection of PDAC.
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Affiliation(s)
- Amy Makler
- Micro and Nanotechnology in Medicine, College of Engineering and Computer Science, Boca Raton, FL 33431, USA
- Department of Biomedical Science, Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA
- Department of Biological Sciences, Florida Atlantic University, Boca Raton, FL 33431, USA
| | - Ramaswamy Narayanan
- Department of Biological Sciences, Florida Atlantic University, Boca Raton, FL 33431, USA
- Department of Biology, University of North Florida, Jacksonville, FL 32224, USA
| | - Waseem Asghar
- Micro and Nanotechnology in Medicine, College of Engineering and Computer Science, Boca Raton, FL 33431, USA
- Department of Computer & Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA
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13
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You W, Cai Z, Sheng N, Yan L, Wan H, Wang Y, Ouyang J, Xie L, Wu X, Wang Z. Construction and Validation of Convenient Clinicopathologic Signatures for Predicting the Prognosis of Stage I-III Gastric Cancer. Front Oncol 2022; 12:848783. [PMID: 35402221 PMCID: PMC8987912 DOI: 10.3389/fonc.2022.848783] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
Background Patients with stage I-III gastric cancer (GC) undergoing R0 radical resection display extremely different prognoses. How to discriminate high-risk patients with poor survival conveniently is a clinical conundrum to be solved urgently. Methods Patients with stage I-III GC from 2010 to 2016 were included in our study. The associations of clinicopathological features with disease-free survival (DFS) and overall survival (OS) were examined via Cox proportional hazard model. Nomograms were developed which systematically integrated prognosis-related features. Kaplan–Meier survival analysis was performed to compare DFS and OS among groups. The results were then externally validated by The Sixth Affiliated Hospital, Sun Yat-sen University. Results A total of 585 and 410 patients were included in the discovery cohort and the validation cohort, respectively. T stage, N stage, lymphatic/vascular/nerve infiltration, preoperative CEA, and CA19-9 were independent prognostic factors (P < 0.05). Two prognostic signatures with a concordance index (C-index) of 0.7502 for DFS and 0.7341 for OS were developed based on the nomograms. The 3-year and 5-year calibration curves showed a perfect correlation between predicted and observed outcomes. Patients were divided into three risk groups (low, intermediate, high), and distinct differences were noticed (p < 0.001). Similar results were achieved in the validation cohort. Notably, a free website was constructed based on our signatures to predict the recurrence risk and survival time of patients with stage I-III GC. Conclusions The signatures demonstrate the powerful ability to conveniently identify distinct subpopulations, which may provide significant suggestions for individual follow-up and adjuvant therapy.
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Affiliation(s)
- Weiqiang You
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Zerong Cai
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Nengquan Sheng
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Li Yan
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Huihui Wan
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Institute for Genome and Bioinformatics, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
| | - Yongkun Wang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Institute for Genome and Bioinformatics, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
| | - Jian Ouyang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Institute for Genome and Bioinformatics, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
| | - Lu Xie
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Institute for Genome and Bioinformatics, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
- *Correspondence: Zhigang Wang, ; Xiaojian Wu, ; Lu Xie,
| | - Xiaojian Wu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
- *Correspondence: Zhigang Wang, ; Xiaojian Wu, ; Lu Xie,
| | - Zhigang Wang
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- *Correspondence: Zhigang Wang, ; Xiaojian Wu, ; Lu Xie,
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14
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Martínez-Bosch N, Cristóbal H, Iglesias M, Gironella M, Barranco L, Visa L, Calafato D, Jiménez-Parrado S, Earl J, Carrato A, Manero-Rupérez N, Moreno M, Morales A, Guerra C, Navarro P, García de Frutos P. Soluble AXL is a novel blood marker for early detection of pancreatic ductal adenocarcinoma and differential diagnosis from chronic pancreatitis. EBioMedicine 2022; 75:103797. [PMID: 34973624 PMCID: PMC8724936 DOI: 10.1016/j.ebiom.2021.103797] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/10/2021] [Accepted: 12/16/2021] [Indexed: 02/07/2023] Open
Abstract
Background Early diagnosis is crucial for patients with pancreatic ductal adenocarcinoma (PDAC). The AXL receptor tyrosine kinase is proteolytically processed releasing a soluble form (sAXL) into the blood stream. Here we explore the use of sAXL as a biomarker for PDAC. Methods AXL was analysed by immunohistochemistry in human pancreatic tissue samples. RNA expression analysis was performed using TCGA/GTEx databases. The plasma concentrations of sAXL, its ligand GAS6, and CA19-9 were studied in two independent cohorts, the HMar cohort (n = 59) and the HClinic cohort (n = 142), including healthy controls, chronic pancreatitis (CP) or PDAC patients, and in a familial PDAC cohort (n = 68). AXL expression and sAXL release were studied in PDAC cell lines and murine models. Findings AXL is increased in PDAC and precursor lesions as compared to CP or controls. sAXL determined in plasma from two independent cohorts was significantly increased in the PDAC group as compared to healthy controls or CP patients. Patients with high levels of AXL have a lower overall survival. ROC analysis of the plasma levels of sAXL, GAS6, or CA19-9 in our cohorts revealed that sAXL outperformed CA19-9 for discriminating between CP and PDAC. Using both sAXL and CA19-9 increased the diagnostic value. These results were validated in murine models, showing increased sAXL specifically in animals developing PDAC but not those with precursor lesions or acinar tumours. Interpretation sAXL appears as a biomarker for early detection of PDAC and PDAC–CP discrimination that could accelerate treatment and improve its dismal prognosis. Funding This work was supported by grants PI20/00625 (PN), RTI2018-095672-B-I00 (AM and PGF), PI20/01696 (MG) and PI18/01034 (AC) from MICINN-FEDER and grant 2017/SGR/225 (PN) from Generalitat de Catalunya.
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Affiliation(s)
- Neus Martínez-Bosch
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Unidad Asociada IIBB-CSIC, Barcelona, Spain
| | - Helena Cristóbal
- Department of Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB)-CSIC and Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Mar Iglesias
- Department of Pathology, Autonomous University of Barcelona, Hospital del Mar, Centro de Investigación Biomédica en Red de Oncología (CIBERONC), Barcelona, Spain
| | - Meritxell Gironella
- Gastrointestinal & Pancreatic Oncology Group, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD); Hospital Clínic of Barcelona and IDIBAPS; Barcelona, Spain
| | - Luis Barranco
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Unidad Asociada IIBB-CSIC, Barcelona, Spain; Department of Gastroenterology, Hospital del Mar, Barcelona, Spain
| | - Laura Visa
- Department of Medical Oncology, Hospital del Mar, Barcelona, Spain
| | - Domenico Calafato
- Department of Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB)-CSIC and Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Silvia Jiménez-Parrado
- Molecular Oncology Program, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | - Julie Earl
- Molecular Epidemiology and Predictive Tumour Markers Group, Medical Oncology Research Laboratory, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain. CIBERONC
| | - Alfredo Carrato
- Molecular Epidemiology and Predictive Tumour Markers Group, Medical Oncology Research Laboratory, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain. CIBERONC
| | - Noemí Manero-Rupérez
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Unidad Asociada IIBB-CSIC, Barcelona, Spain
| | - Mireia Moreno
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Unidad Asociada IIBB-CSIC, Barcelona, Spain
| | - Albert Morales
- Department of Cell Death and Proliferation, IIBB-CSIC, Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Hospital Clínic, CIBEREHD and IDIBAPS, Barcelona, Spain
| | - Carmen Guerra
- Molecular Oncology Program, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | - Pilar Navarro
- Cancer Research Program, Hospital del Mar Medical Research Institute (IMIM), Unidad Asociada IIBB-CSIC, Barcelona, Spain; Department of Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB)-CSIC and Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain.
| | - Pablo García de Frutos
- Department of Cell Death and Proliferation, IIBB-CSIC, Unidad Asociada IMIM/IIBB-CSIC; Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), and IDIBAPS, Barcelona, Spain.
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15
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Ren J, Xu L, Zhou S, Ouyang J, You W, Sheng N, Yan L, Peng D, Xie L, Wang Z. Clinicopathological Features Combined With Immune Infiltration Could Well Distinguish Outcomes in Stage II and Stage III Colorectal Cancer: A Retrospective Study. Front Oncol 2021; 11:776997. [PMID: 34926285 PMCID: PMC8678133 DOI: 10.3389/fonc.2021.776997] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/15/2021] [Indexed: 01/01/2023] Open
Abstract
Background The Immunoscore predicts prognosis in patients with colorectal cancer (CRC). However, a few studies have incorporated the Immunoscore into the construction of comprehensive prognostic models in CRC, especially stage II CRC. We aimed to construct and validate multidimensional models integrating clinicopathological characteristics and the Immunoscore to predict the prognosis of patients with stage II–III CRC. Methods Patients (n = 254) diagnosed with stage II–III CRC from 2009 to 2016 were used to generate Cox models for predicting disease-free survival (DFS) and overall survival (OS). The variables included basic clinical indicators, blood inflammatory markers, preoperative tumor biomarkers, mismatch repair status, and the Immunoscore (CD3+ and CD8+ T-cell densities). Univariate and multivariate Cox proportional regressions were used to construct the prognostic models for DFS and OS. We validated the predictive accuracy and ability of the prognostic models in our cohort of 254 patients. Results We constructed two predictive prognostic models with C-index values of 0.6941 for DFS and 0.7138 for OS in patients with stage II–III CRC. The Immunoscore was the most informative predictor of DFS (11.92%), followed by pN stage, carcinoembryonic antigen (CEA), and vascular infiltration. For OS, the Immunoscore was the most informative predictor (8.59%), followed by pN stage, age, CA125, and CEA. Based on the prognostic models, nomograms were developed to predict the 3- and 5-year DFS and OS rates. Patients were divided into three risk groups (low, intermediate, and high) according to the risk scores obtained from the nomogram, and significant differences were observed in the recurrence and survival of the different risk groups (p < 0.0001). Calibration curve and time-dependent receiver operating characteristic (ROC) analysis showed good accuracy of our models. Furthermore, the decision curve analysis indicated that our nomograms had better net benefit than pathological TNM (pTNM) stage within a wide threshold probability. Especially, we developed a website based on our prognostic models to predict the risks of recurrence and death of patients with stage II–III CRC. Conclusions Multidimensional models including the clinicopathological characteristics and the Immunoscore were constructed and validated, with good accuracy and convenience, to evaluate the risks of recurrence and death of stage II–III CRC patients.
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Affiliation(s)
- Jiazi Ren
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Linfeng Xu
- Shanghai Center for Bioinformation Technology, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China.,School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Siyu Zhou
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Jian Ouyang
- Shanghai Center for Bioinformation Technology, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
| | - Weiqiang You
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Nengquan Sheng
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Li Yan
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Du Peng
- Department of Colorectal Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lu Xie
- Shanghai Center for Bioinformation Technology, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Shanghai, China
| | - Zhigang Wang
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
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16
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Lin YD, Lee YC, Chiang CP, Moi SH, Kan JY. MOAI: a multi-outcome interaction identification approach reveals an interaction between vaspin and carcinoembryonic antigen on colorectal cancer prognosis. Brief Bioinform 2021; 23:6398687. [PMID: 34661627 DOI: 10.1093/bib/bbab427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/14/2021] [Accepted: 09/18/2021] [Indexed: 11/12/2022] Open
Abstract
Identifying and characterizing the interaction between risk factors for multiple outcomes (multi-outcome interaction) has been one of the greatest challenges faced by complex multifactorial diseases. However, the existing approaches have several limitations in identifying the multi-outcome interaction. To address this issue, we proposed a multi-outcome interaction identification approach called MOAI. MOAI was motivated by the limitations of estimating the interaction simultaneously occurring in multi-outcomes and by the success of Pareto set filter operator for identifying multi-outcome interaction. MOAI permits the identification for the interaction of multiple outcomes and is applicable in population-based study designs. Our experimental results exhibited that the existing approaches are not effectively used to identify the multi-outcome interaction, whereas MOAI obviously exhibited superior performance in identifying multi-outcome interaction. We applied MOAI to identify the interaction between risk factors for colorectal cancer (CRC) in both metastases and mortality prognostic outcomes. An interaction between vaspin and carcinoembryonic antigen (CEA) was found, and the interaction indicated that patients with CRC characterized by higher vaspin (≥30%) and CEA (≥5) levels could simultaneously increase both metastases and mortality risk. The immunostaining evidence revealed that determined multi-outcome interaction could effectively identify the difference between non-metastases/survived and metastases/deceased patients, which offers multi-prognostic outcome risk estimation for CRC. To our knowledge, this is the first report of a multi-outcome interaction associated with a complex multifactorial disease. MOAI is freely available at https://sites.google.com/view/moaitool/home.
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Affiliation(s)
- Yu-Da Lin
- Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Magong, Penghu, 880011, Taiwan
| | - Yi-Chen Lee
- Department of Anatomy at Kaohsiung Medical University, Taiwan
| | - Chih-Po Chiang
- Division of Breast Oncology and Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
| | - Sin-Hua Moi
- Center of Cancer Program Development, E-Da Cancer Hospital, I-Shou University, Kaohsiung 824, Taiwan
| | - Jung-Yu Kan
- Division of Breast Oncology and Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
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17
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Vinod R, Mahran R, Routila E, Leivo J, Pettersson K, Gidwani K. Nanoparticle-Aided Detection of Colorectal Cancer-Associated Glycoconjugates of Extracellular Vesicles in Human Serum. Int J Mol Sci 2021; 22:ijms221910329. [PMID: 34638669 PMCID: PMC8508761 DOI: 10.3390/ijms221910329] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 09/18/2021] [Accepted: 09/20/2021] [Indexed: 11/16/2022] Open
Abstract
Extracellular vesicles (EVs) are found in all biological fluids, providing potential for the identification of disease biomarkers such as colorectal cancer (CRC). EVs are heavily glycosylated with specific glycoconjugates such as tetraspanins, integrins, and mucins, reflecting the characteristics of the original cell offering valuable targets for detection of CRC. We report here on europium-nanoparticle (EuNP)-based assay to detect and characterize different surface glycoconjugates of EVs without extensive purification steps from five different CRC and the HEK 293 cell lines. The promising EVs candidates from cell culture were clinically evaluated on small panel of serum samples including early-stage (n = 11) and late-stage (n = 11) CRC patients, benign condition (n = 11), and healthy control (n = 10). The majority of CRC cell lines expressed tetraspanin sub-population and glycovariants of integrins and conventional tumor markers. The subpopulation of CD151 having CD63 expression (CD151CD63) was significantly (p = 0.001) elevated in early-stage CRC (8 out of 11) without detecting any benign and late-stage samples, while conventional CEA detected mostly late-stage CRC (p = 0.045) and with only four early-stage cases. The other glycovariant assays such as CEACon-A, CA125WGA, CA 19.9Ma696, and CA 19.9Con-A further provided some complementation to the CD151CD63 assay. These results indicate the potential application of CD151CD63 assay for early detection of CRC patients in human serum.
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Affiliation(s)
- Rufus Vinod
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
| | - Randa Mahran
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
- Tropical Health and Parasitology Department, High Institute of Public Health, Alexandria University, Alexandria 21617, Egypt
| | - Erica Routila
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
| | - Janne Leivo
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
| | - Kim Pettersson
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
| | - Kamlesh Gidwani
- Department of Life Technologies, University of Turku, 20520 Turku, Finland; (R.V.); (R.M.); (E.R.); (J.L.); (K.P.)
- Correspondence:
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18
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Kassid AA, Abdul-Rasheed OF, AlKhalidy NM. The Evaluation of Methylated Septin 9 in Blood Plasma and Tissue Biopsies for the Early Detection for Asymptomatic Colon Cancer. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.7156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
The purpose of this study was to assess the utility of the SEPT9 genetic marker in the early detection of colon cancer patients. A case-control study was conducted on forty newly diagnosed colon cancer patients. The study was done between March 2019 and January 2020, patients from the Gastroenterology and Liver Education Hospital, Al-imamain Al-Kadhimain Medical City, and Baghdad Teaching Hospital were recruited. Colon cancer patients' mean age ± standard deviation was 54.4 ± 10.79 years while the age ± standard deviation of the mean of the control group was 55.1±8.54 years. For septin9 tissue methylation of the controls was done on the non-malignant tissues of the same patients.
This study concluded that the percentage of Septin 9 (SEPT9) in the tissue of patients with colon cancer (CC) was the highest value, which is more significant than that of the serum of CC patients. Both of these groups were significantly higher than the percentage of SEPT9 methylation of control tissue and serum.
Non-significant differences were obtained in the levels of CEA and CA19-9 between CC patients and controls.
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19
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Kobayashi S, Takahashi S, Nomura S, Kojima M, Kudo M, Sugimoto M, Konishi M, Gotohda N, Taniguchi H, Yoshino T. BRAF V600E potentially determines "Oncological Resectability" for "Technically Resectable" colorectal liver metastases. Cancer Med 2021; 10:6998-7011. [PMID: 34535965 PMCID: PMC8525127 DOI: 10.1002/cam4.4227] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 01/01/2023] Open
Abstract
Despite reports on poor survival outcomes after hepatectomy for colorectal liver metastases (CRLM) with BRAF V600E mutation (mBRAF) exist, the role of mBRAF testing for technically resectable cases remains unclear. A single-center retrospective study was performed to investigate the survival outcomes of patients who underwent upfront hepatectomy for solitary resectable CRLM with mBRAF between January 2005 and December 2017 and to compare them with those of unresectable cases with mBRAF. Of 172 patients who underwent initial hepatectomy for solitary resectable CRLM, mBRAF, RAS mutations (mRAS), and wild-type RAS/BRAF (wtRAS/BRAF) were observed in 5 (2.9%), 73 (42.4%), and 93 (54.7%) patients, respectively. With a median follow-up period of 72.8 months, mBRAF was associated with a significantly shorter OS (median, 14.4 months) than wtRAS/BRAF (median, not reached [NR]) (hazard ratio [HR], 27.6; p < 0.001) and mRAS (median, NR) (HR, 9.9; p < 0.001), and mBRAF had the highest HR among all the indicators in the multivariable analysis (HR, 17.0; p < 0.001). The median OS after upfront hepatectomy for CRLM with mBRAF was identical to that of 28 unresectable CRLM with mBRAF that were treated with systemic chemotherapy (median, 17.2 months) (HR, 0.78; p = 0.65). When technically resectable CRLM are complicated with mBRAF, its survival outcome becomes as poor as unresectable cases; therefore, those with mBRAF should be considered as oncologically unresectable. Patients with CRLM should undergo pre-treatment mBRAF testing regardless of technical resectability. Clinical trial registration number: UMIN000034557.
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Affiliation(s)
- Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shinichiro Takahashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shogo Nomura
- Clinical Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motohiro Kojima
- Division of Pathology, Research Center for Innovative Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Masashi Kudo
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motokazu Sugimoto
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Masaru Konishi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Naoto Gotohda
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroya Taniguchi
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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20
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Zhang S, Zhang R, Li RZ, Wang QX, Chang H, Ding PR, Li LR, Wu XJ, Chen G, Zeng ZF, Xiao WW, Gao YH. Beneficiaries of radical surgery among clinical complete responders to neoadjuvant chemoradiotherapy in rectal cancer. Cancer Sci 2021; 112:3607-3615. [PMID: 34146368 PMCID: PMC8409289 DOI: 10.1111/cas.15039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 06/05/2021] [Accepted: 06/15/2021] [Indexed: 12/24/2022] Open
Abstract
This study aimed to identify patients who benefit from radical surgery among those with rectal cancer who achieved clinical complete response (cCR). Patients with locally advanced rectal cancer (LARC; stage II/III) who achieved cCR after neoadjuvant chemoradiotherapy (nCRT) were included (n = 212). Univariate/multivariate Cox analysis was performed to validate predictors for distant metastasis‐free survival (DMFS). A decision tree was generated using recursive partitioning analysis (RPA) to categorize patients into different risk stratifications. Total mesorectal excision (TME) was compared with the watch‐and‐wait (W&W) strategy in each risk group. Two molecular predicators of CEA and CA19‐9 were selected to establish the RPA‐based risk stratification, categorizing LARC patients into low‐risk (n = 139; CA19‐9 < 35 U/mL and CEA < 5 ng/mL) and high‐risk (n = 73; CA19‐9 ≥ 35 U/mL or CEA ≥5 ng/mL) groups. Superior 5‐y DMFS was observed in the low‐risk group vs. the high‐risk group (92.9% vs. 76.2%, P = .002). Low‐risk LARC patients who underwent TME had significantly improved 5‐y DMFS compared with their counterparts receiving the W&W strategy (95.9% vs. 84.3%; P = .028). No significant survival difference was observed in high‐risk patients receiving the 2 treatment modalities (77.9% vs. 94.1%; P = .143). LARC patients with cCR who had both baseline CA19‐9 < 35 U/mL and CEA < 5 ng/mL may benefit from radical surgery.
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Affiliation(s)
- Shu Zhang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China.,Department of Radiation Oncology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Rong Zhang
- Department of Endoscopy, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Rong-Zhen Li
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Qiao-Xuan Wang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Hui Chang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Pei-Rong Ding
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Li-Ren Li
- Department of Endoscopy, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Xiao-Jun Wu
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Gong Chen
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Zhi-Fan Zeng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Wei-Wei Xiao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
| | - Yuan-Hong Gao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, State Key Laboratory of Oncology in South China, Collaborative Innovation Centre for Cancer Medicine, Guangzhou, China
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21
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Zhao N, Cao Y, Yang J, Li H, Wu K, Wang J, Peng T, Cai K. Serum Tumor Markers Combined With Clinicopathological Characteristics for Predicting MMR and KRAS Status in 2279 Chinese Colorectal Cancer Patients: A Retrospective Analysis. Front Oncol 2021; 11:582244. [PMID: 34221952 PMCID: PMC8247475 DOI: 10.3389/fonc.2021.582244] [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: 07/11/2020] [Accepted: 05/03/2021] [Indexed: 12/09/2022] Open
Abstract
Although serum tumor markers (STMs), clinicopathological characteristics and the status of KRAS and MMR play an important role in optimizing the treatment and prognosis of colorectal cancer, their interrelationships remain largely unknown. A retrospective analysis of 2279 patients who tested for KRAS and MMR status, and STM measurements prior to treatment over the past four years was conducted. Of the 784 patients tested for KRAS and 2279 patients tested for MMR status, KRAS mutations and dMMR were identified in 276 patients (35.20%) and 177 patients (7.77%), respectively. Logistic regression analysis demonstrated that right colon, well and moderate differentiation and negative CA19-9 were independent predictors for KRAS mutations. The ROC curve yielded an AUC of 0.609 through the combination of these three factors. Age < 65 was an independent predictive factor for dMMR, along with tumor size > 4.6 cm, right colon, poor differentiation, harvested lymph nodes ≥ 22, no lymph node metastasis, no perineural invasion, negative CEA and positive CA72-4. When the nine criteria were used together, the AUC was 0.849. In summary, both STMs and clinicopathological characteristics were found to be significantly associated with the status of KRAS and MMR. The combination of these two factors possessed a strong predictive power for KRAS mutations and dMMR among CRC patients.
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Affiliation(s)
- Ning Zhao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yinghao Cao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jia Yang
- Department of Gastrointestinal Surgery, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hang Li
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ke Wu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiliang Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tao Peng
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kailin Cai
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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22
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Hamfjord J, Guren TK, Glimelius B, Sorbye H, Pfeiffer P, Dajani O, Lingjaerde OC, Tveit KM, Pallisgaard N, Spindler KLG, Kure EH. Clinicopathological factors associated with tumour-specific mutation detection in plasma of patients with RAS-mutated or BRAF-mutated metastatic colorectal cancer. Int J Cancer 2021; 149:1385-1397. [PMID: 33961700 DOI: 10.1002/ijc.33672] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 04/09/2021] [Accepted: 04/20/2021] [Indexed: 12/09/2022]
Abstract
Detection of tumour-specific circulating cell-free DNA in plasma (ctDNA) fails in a significant number of cases depending on the clinical context. The primary aim was to investigate clinicopathological factors associated with detection of ctDNA in patients with RAS-/BRAF-mutated metastatic colorectal cancer (mCRC) prior to first-line therapy. A secondary aim was to evaluate the prognostic impact of ctDNA compared to other biomarkers. Patients were included from the NORDIC-VII study (N = 253). ctDNA was sampled prior to treatment and analysed for hotspot tissue mutations (KRAS, NRAS, and BRAF) using droplet digital PCR. Multivariable regression models were constructed to predict the probability of mutation detection and survival. Increasing radiological size of target lesions by increments of 1 cm (odds ratio [OR] = 1.18; 95% confidence interval [CI] 1.09-1.27; P < .001), intact primary tumour (OR = 3.17; 95% CI 1.22-8.22; P = .018) and more than one metastatic site (OR = 3.08; 95% CI 1.32-7.19; P = .009) were associated with mutation detection in plasma. Metastatic involvement of the lung was associated with non-detection (OR = 0.26; 95% CI 0.12-0.58; P = .001). Preanalytical and analytical factors modulated detection. High allele frequencies of ctDNA indicated poor prognosis independently of CEA and CA19-9 (hazard ratio [HR] = 2.38; 95% CI 1.74-3.26; P < .001; N = 206). Clinicopathological characteristics should be carefully considered when evaluating ctDNA results from mCRC patients, especially when confronted with a plasma negative result. ctDNA may prove to be a clinically useful marker in the evaluation of mCRC treatment.
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Affiliation(s)
- Julian Hamfjord
- Department of Oncology, Oslo University Hospital, Oslo, Norway.,Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Tormod Kyrre Guren
- Department of Oncology, Oslo University Hospital, Oslo, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway
| | - Bengt Glimelius
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Halfdan Sorbye
- Department of Oncology, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Per Pfeiffer
- Department of Oncology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Olav Dajani
- Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Ole Christian Lingjaerde
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Computer Science, University of Oslo, Oslo, Norway
| | - Kjell Magne Tveit
- Department of Oncology, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway
| | - Niels Pallisgaard
- Department of Pathology, Zealand University Hospital, Roskilde, Denmark
| | - Karen-Lise Garm Spindler
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark.,Institute of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Elin H Kure
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Faculty of Technology, Natural Sciences and Maritime Sciences, University of South-Eastern Norway, Campus Bø, Norway
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23
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Diagnostic and Prognostic Value of CEA and CA19-9 in Colorectal Cancer. Diseases 2021; 9:diseases9010021. [PMID: 33802962 PMCID: PMC8006010 DOI: 10.3390/diseases9010021] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/07/2021] [Accepted: 03/10/2021] [Indexed: 12/20/2022] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer worldwide. A diagnosis at early stages with enhanced screening methods is vital as metastases and recurrences increase mortality. The aim of this study was to analyze the tumor markers CEA and CA19-9 combined in correlation with diagnostics and prognosis. Therefore, 1487 patients with CRC who were diagnosed and treated between 2000 and 2015 at the University Hospital Ulm, Germany, were retrospectively evaluated. Overall and recurrence-free survival was analyzed in association with preoperative CEA and CA19-9 separately and combined and a multivariate analysis was performed. The 5-year overall survival was significantly shorter in patients with a CEA or CA19-9 level ≥200 compared to patients with an increased, but <200, or normal level (CEA: 69%/44%/7%; CA19-9: 66%/38%/8%). Patients with both tumor markers increased also showed a remarkably shorter 5-year survival rate (CEA+/CA19-9+: 23%). The multivariate analysis emphasizes these results (p-value < 0.0001). Patients with both tumor markers elevated had the shortest 5-year recurrence-free survival rate, followed by patients with either CEA or CA19-9 elevated (CEA-/CA19-9-: 79%; CEA+/CA19-9; CEA-/CA19-9+: 65%; CEA+/CA19-9+: 44%). In conclusion, measuring CEA and CA19-9 preoperatively in CRC patients is reasonable and could be useful as a prognostic factor.
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24
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Nissen NI, Kehlet S, Boisen MK, Liljefors M, Jensen C, Johansen AZ, Johansen JS, Erler JT, Karsdal M, Mortensen JH, Høye A, Willumsen N. Prognostic value of blood-based fibrosis biomarkers in patients with metastatic colorectal cancer receiving chemotherapy and bevacizumab. Sci Rep 2021; 11:865. [PMID: 33441622 PMCID: PMC7806753 DOI: 10.1038/s41598-020-79608-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 12/10/2020] [Indexed: 01/29/2023] Open
Abstract
A desmoplastic colorectal cancer stroma, characterized by excess turnover of the cancer-associated fibroblast derived collagens type III and VI, can lead to reduced drug-uptake and poor treatment response. We investigated the association between biomarkers of collagen type III and VI and overall survival (OS) in patients with metastatic colorectal cancer (mCRC). Serum samples were collected from 252 patients with mCRC prior to treatment with bevacizumab and chemotherapy. Serum concentrations of biomarkers reflecting formation of collagen type III (PRO-C3) and VI (PRO-C6) and degradation of collagen type VI (C6M and C6Mα3) were determined by ELISA. The biomarkers were evaluated for associations with OS, individually, combined, and after adjusting for carcinoembryonic antigen (CEA), lactate dehydrogenase (LDH) and performance status (PS). High baseline levels (> median) of each collagen biomarker were significantly associated with shorter OS (PRO-C3: HR = 2.0, 95%CI = 1.54-2.63; PRO-C6: HR = 1.6, 95%CI = 1.24-2.11; C6M: HR = 1.4, 95%CI = 1.05-1.78; C6Mα3: HR = 1.6, 95%CI = 1.16-2.07). PRO-C3 and PRO-C6 remained significant after adjustment for CEA, LDH and PS. Weak correlations were seen between the collagen biomarkers (r = 0.03-0.59) and combining all improved prognostic capacity (HR = 3.6, 95%CI = 2.30-5.76). Collagen biomarkers were predictive of shorter OS in patients with mCRC. This supports that collagen- and CAF biology is important in CRC.
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Affiliation(s)
- Neel I. Nissen
- grid.5254.60000 0001 0674 042XBiotech Research and Innovation Centre (BRIC), University of Copenhagen (UCPH), Copenhagen, Denmark ,grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Stephanie Kehlet
- grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Mogens K. Boisen
- grid.4973.90000 0004 0646 7373Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Maria Liljefors
- grid.24381.3c0000 0000 9241 5705Department of Clinical Science, Intervention and Technology, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Christina Jensen
- grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Astrid Z. Johansen
- grid.4973.90000 0004 0646 7373Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Julia S. Johansen
- grid.4973.90000 0004 0646 7373Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark ,grid.4973.90000 0004 0646 7373Department of Medicine, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark ,grid.5254.60000 0001 0674 042XDepartment of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Janine T. Erler
- grid.5254.60000 0001 0674 042XBiotech Research and Innovation Centre (BRIC), University of Copenhagen (UCPH), Copenhagen, Denmark
| | - Morten Karsdal
- grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Joachim H. Mortensen
- grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
| | - Anette Høye
- grid.5254.60000 0001 0674 042XBiotech Research and Innovation Centre (BRIC), University of Copenhagen (UCPH), Copenhagen, Denmark
| | - Nicholas Willumsen
- grid.436559.80000 0004 0410 881XBiomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730 Herlev, Denmark
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25
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Dai B, Yin C, Wu J, Li W, Zheng L, Lin F, Han X, Fu Y, Zhang D, Zhuang S. A flux-adaptable pump-free microfluidics-based self-contained platform for multiplex cancer biomarker detection. LAB ON A CHIP 2021; 21:143-153. [PMID: 33185235 DOI: 10.1039/d0lc00944j] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Microfluidics drives technological advancement in point-of-care (POC) bioanalytical diagnostics towards portability, fast response and low cost. In most microfluidic bioanalytical applications, flowing antigen/antibody reacts with immobilized antibody/antigen at a constant flux; it is difficult to reach a compromise to simultaneously realize sufficient time for the antigen-antibody interaction and short time for the entire assay. Here, we present a pump-free microfluidic chip, in which flow is self-initialized by capillary pumping and continued by imbibition of a filter paper. Microfluidic units in teardrop shape ensure that flow passes through the reaction areas at a reduced flux to facilitate the association between antigen and antibody and speeds up after the reaction areas. By spotting different antibodies into the reaction area, four types of biomarkers can be measured simultaneously in one microfluidic chip. Moreover, a small-sized instrument was developed for chemiluminescence detection and signal analysis. The system was validated by testing four biomarkers of colorectal cancer using plasma samples from patients. The assay took about 20 minutes. The limit of detection is 0.89 ng mL-1, 1.72 ng mL-1, 3.62 U mL-1 and 1.05 U mL-1 for the assays of carcinoembryonic antigen, alpha-fetoprotein, carbohydrate antigen 125 and carbohydrate antigen 19-9, respectively. This flux-adaptable and self-contained microfluidic platform is expected to be useful in various POC disease-monitoring applications.
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Affiliation(s)
- Bo Dai
- Engineering Research Center of Optical Instrument and System, The Ministry of Education, Shanghai Key Laboratory of Modern Optical System, University of Shanghai for Science and Technology, Shanghai, 200093, China.
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26
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Lee T, Teng TZJ, Shelat VG. Carbohydrate antigen 19-9 - tumor marker: Past, present, and future. World J Gastrointest Surg 2020; 12:468-490. [PMID: 33437400 PMCID: PMC7769746 DOI: 10.4240/wjgs.v12.i12.468] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 12/06/2020] [Accepted: 12/11/2020] [Indexed: 02/06/2023] Open
Abstract
Carbohydrate antigen 19-9 (CA 19-9) is a cell surface glycoprotein complex most commonly associated with pancreatic ductal adenocarcinoma (PDAC). Koprowski first described it in 1979 using a mouse monoclonal antibody in a colorectal carcinoma cell line. Historically, it is one of the most commonly used tumor markers for diagnosing, managing, and prognosticating PDAC. Additionally, elevated CA 19-9 levels are used as an indication for surgery in suspected benign pancreatic conditions. Another common application of CA 19-9 in the biliary tract includes its use as an adjunct in diagnosing cholangiocarcinoma. However, its clinical value is not limited to the hepatopancreatobiliary system. The reality is that the advancing literature has broadened the clinical value of CA 19-9. The potential value of CA 19-9 in patients' workup extends its reach to gastrointestinal cancers - such as colorectal and oesophageal cancer - and further beyond the gastrointestinal tract - including urological, gynecological, pulmonary, and thyroid pathologies. Apart from its role in investigations, CA 19-9 presents a potential therapeutic target in PDAC and acute pancreatitis. In a bid to consolidate its broad utility, we appraised and reviewed the biomarker's current utility and limitations in investigations and management, while discussing the potential applications for CA 19-9 in the works for the future.
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Affiliation(s)
- Tsinrong Lee
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Thomas Zheng Jie Teng
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Vishal G Shelat
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
- Department of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore
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Lueong SS, Herbst A, Liffers ST, Bielefeld N, Horn PA, Tannapfel A, Reinacher-Schick A, Hinke A, Hegewisch-Becker S, Kolligs FT, Siveke JT. Serial Circulating Tumor DNA Mutational Status in Patients with KRAS-Mutant Metastatic Colorectal Cancer from the Phase 3 AIO KRK0207 Trial. Clin Chem 2020; 66:1510-1520. [PMID: 33257977 DOI: 10.1093/clinchem/hvaa223] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 08/28/2020] [Indexed: 12/31/2022]
Abstract
BACKGROUND We assessed the usefulness of circulating tumor DNA (ctDNA) pre- or post-treatment initiation for outcome prediction and treatment monitoring in metastatic colorectal cancer (mCRC). METHODS Droplet digital PCR was used to measure absolute mutant V-Ki-ras2 Kirsten rat sarcoma viral oncogene ((mut)KRAS) ctDNA concentrations in 214 healthy controls (plasma and sera) and in 151 tissue-based mutKRAS positive patients with mCRC from the prospective multicenter phase 3 trial AIO KRK0207. Serial mutKRAS ctDNA was analyzed prior to and 2-3 weeks after first-line chemotherapy initiation with fluoropyrimidine, oxaliplatin, and bevacizumab in patients with mCRC and correlated with clinical parameters. RESULTS mut KRAS ctDNA was detected in 74.8% (113/151) of patients at baseline and in 59.6% (90/151) at follow-up. mutKRAS ctDNA at baseline and follow-up was associated with poor overall survival (OS) (hazard ratio [HR] =1.88, 95% confidence interval [CI] 1.20-2.95; HR = 2.15, 95% CI 1.47-3.15) and progression-free survival (PFS) (HR = 2.53, 95% CI 1.44-4.46; HR = 1.90, 95% CI 1.23-2.95), respectively. mutKRAS ctDNA clearance at follow-up conferred better disease control (P = 0.0075), better OS (log-rank P = 0.0018), and PFS (log-rank P = 0.0018). Measurable positive mutKRAS ctDNA at follow-up was the strongest and most significant independent prognostic factor on OS in multivariable analysis (HR = 2.31, 95% CI 1.40-3.25). CONCLUSIONS Serial analysis of circulating mutKRAS concentrations in mCRC has prognostic value. Post treatment mutKRAS concentrations 2 weeks after treatment initiation were associated with therapeutic response in multivariable analysis and may be an early response predictor in patients receiving first-line combination chemotherapy. CLINICALTRIALSGOV IDENTIFIER NCT00973609.
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Affiliation(s)
- Smiths S Lueong
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Medicine Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Andreas Herbst
- Institute of Laboratory Medicine, University of Munich, Munich, Germany.,German Cancer Consortium (DKTK, Partner Site Munich) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Sven-Thorsten Liffers
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Medicine Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Nicola Bielefeld
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Medicine Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Peter A Horn
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany.,Institute for Transfusion Medicine, University Hospital Essen, Essen, Germany
| | | | - Anke Reinacher-Schick
- Department of Hematology, Oncology and Palliative Care, St. Josef-Hospital, Ruhr-University Bochum
| | - Axel Hinke
- CCRC: Cancer Clinical Research Consulting, Düsseldorf, Germany
| | | | - Frank T Kolligs
- German Cancer Consortium (DKTK, Partner Site Munich) and German Cancer Research Center, DKFZ, Heidelberg, Germany.,Department of Medicine, Division of- Gastroenterology, Hepatology & Infectiology, Helios Clinic Berlin-Buch, Berlin, Germany.,Department of Medicine II, University of Munich, Munich, Germany
| | - Jens T Siveke
- Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Medicine Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, Partner Site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
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28
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Li S, Wei X, Li S, Zhu C, Wu C. Up-Conversion Luminescent Nanoparticles for Molecular Imaging, Cancer Diagnosis and Treatment. Int J Nanomedicine 2020; 15:9431-9445. [PMID: 33268986 PMCID: PMC7701150 DOI: 10.2147/ijn.s266006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 10/06/2020] [Indexed: 12/21/2022] Open
Abstract
In the past few years, we have witnessed great development and application potential of various up-conversion luminescent nanoparticles (UCNPs) in the nanomedicine field. Based on the unique luminescent mechanism of UCNPs and the distinguishable features of cancer biomarkers and the microenvironment, an increasing number of smart UCNPs nanoprobes have been designed and widely applied to molecular imaging, cancer diagnosis, and treatment. Considerable technological success has been achieved, but the main obstacles to oncology nanomedicine is becoming an incomplete understanding of nano-bio interactions, the challenges regarding chemistry manufacturing and controls required for clinical translation and so on. This review highlights the progress of the design principles, synthesis and surface functionalization preparation, underlying applications and challenges of UCNPs-based probes for cancer bioimaging, diagnosis and treatment that capitalize on our growing understanding of tumor biology and smart nano-devices for accelerating the commercialization of UCNPs.
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Affiliation(s)
- Shuihong Li
- Institution of Pathogenic Biology, Hengyang Medical College, University of South China, Hengyang421001, Hunan, People’s Republic of China
| | - Xiaodan Wei
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu610054, Sichuan, People’s Republic of China
| | - Sisi Li
- Institution of Pathogenic Biology, Hengyang Medical College, University of South China, Hengyang421001, Hunan, People’s Republic of China
| | - Cuiming Zhu
- Institution of Pathogenic Biology, Hengyang Medical College, University of South China, Hengyang421001, Hunan, People’s Republic of China
| | - Chunhui Wu
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu610054, Sichuan, People’s Republic of China
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Cao Y, Peng T, Li H, Yang M, Wu L, Zhou Z, Zhang X, Han S, Bao H, Cai K, Zhao N. Development and validation of MMR prediction model based on simplified clinicopathological features and serum tumour markers. EBioMedicine 2020; 61:103060. [PMID: 33096478 PMCID: PMC7578682 DOI: 10.1016/j.ebiom.2020.103060] [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: 06/01/2020] [Revised: 09/09/2020] [Accepted: 09/24/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Although simplified clinicopathological features and serum tumour markers (STMs) were reported to be associated with the status of mismatch repair (MMR) in colorectal cancer (CRC) patients, their predictive value alone or in combination for MMR status remains unknown. METHODS A retrospective analysis of 3274 participants with MMR testing and STMs measurements from two institutions was conducted. The prediction model was developed in the primary cohort that consisted of 1964 participants. Best subset regression was applied to select the most useful predictors from the primary dataset. The performance of the nomogram was evaluated with respect to its calibration, discrimination, and clinical usefulness. External validation was performed in an independent validation cohort of 1310 consecutive CRC patients. FINDINGS Among the ten simplified clinicopathological features, seven variables were selected as the best subset of risk factors to develop pathology-based model, including age, tumour diameters, histology, tumour location, perineural invasion, the number of sampled lymph nodes (LNs) and positive LNs. The model showed good calibration and discrimination, with an AUC of 0.756 (95% CI, 0.722 to 0.789) in the primary cohort and 0.754 (95% CI, 0.715 to 0.793) in the validation cohort. After the addition of CEA and CA 72-4, the performance of pathology-based model was significantly improved in in both the primary cohort (AUC: 0.805 (0.774-0.835) vs. 0.756 (0.722-0.789), P < 0.001) and validation cohort (AUC: 0.796 (0.758-0.835) vs. 0.754 (0.715-0.793), P < 0.001). The results of decision curve analysis revealed that using our models to predict the status of MMR would add more benefit than either the detect-all-patients scheme or the detect-none scheme. INTERPRETATION The models based on simplified clinicopathological features alone or in combination with STMs can be conveniently used to facilitate the postoperative individualized prediction of MMR status in CRC patients.
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Affiliation(s)
- Yinghao Cao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Tao Peng
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Han Li
- Department of Gastrointestinal Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun 130000, China
| | - Ming Yang
- Department of Pathology, Union Hospital, Tongji Medical, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Liang Wu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Zili Zhou
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Xudan Zhang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Shengbo Han
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Haijun Bao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China
| | - Kailin Cai
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China.
| | - Ning Zhao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei 430022, China.
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Tumour markers and their utility in imaging of abdominal and pelvic malignancies. Clin Radiol 2020; 76:99-107. [PMID: 32861463 DOI: 10.1016/j.crad.2020.07.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 07/31/2020] [Indexed: 01/15/2023]
Abstract
The utility of tumour biomarkers has increased considerably in the era of personalised medicine and individualised therapy in oncology. Biomarkers may be prognostic or predictive, and only a handful of markers are currently US Food and Drug Administration (FDA)-approved for clinical use. Tumour markers have a wide array of uses such as screening, establishing a differential diagnosis, assessing risk, prognosis, and treatment response, as well as monitoring disease status. Major overlap exists between biomarkers and their associated pathologies; therefore, despite suggestive imaging features, establishing a differential diagnosis may be challenging for the radiologist. We review common biomarkers that are of interest to radiologists such as carcinoembryonic antigen (CEA), lactate dehydrogenase (LDH), prostate-specific antigen (PSA), beta human chorionic gonadotropin (β-hCG), carbohydrate antigen 19-9 (CA 19-9), alpha fetoprotein (AFP), and carbohydrate or cancer antigen 125 (CA 125), as well as their associated malignant and non-malignant pathologies. We also present relevant case examples from our practice.
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Peltonen R, Gramkow MH, Dehlendorff C, Osterlund PJ, Johansen JS, Isoniemi H. Elevated serum YKL-40, IL-6, CRP, CEA, and CA19-9 combined as a prognostic biomarker panel after resection of colorectal liver metastases. PLoS One 2020; 15:e0236569. [PMID: 32756596 PMCID: PMC7406016 DOI: 10.1371/journal.pone.0236569] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 07/08/2020] [Indexed: 12/17/2022] Open
Abstract
Background The inflammatory biomarkers, YKL-40 and interleukin-6 (IL-6), are elevated in patients with metastatic colorectal cancer. We examined their associations with relapse-free survival and overall survival in combination with serum C-reactive protein (CRP), carcinoembryonic antigen (CEA), and carbohydrate antigen 19–9 (CA19-9) in patients with colorectal liver metastases. Methods Altogether 441 consecutive patients undergoing liver resection at Helsinki University Hospital between 1998 and 2013 were included in the study. Pre- and postoperative YKL-40 and IL-6 were determined from serum samples with commercially available enzyme-linked immunosorbent assay (ELISA) kits, and CRP, CEA, and CA19-9 by routine methods. Associations between these biomarkers and relapse-free and overall survival were examined using Cox regression analysis. Results Patients with 2–5 elevated biomarkers were at an increased risk of relapse compared to those with 0–1 elevated biomarkers, preoperatively (HR 1.37, 95% CI 1.1–1.72) or postoperatively (HR 1.54, 95% CI 1.23–1.92). Patients with 2–5 elevated biomarkers were also at an increased risk of death compared to those with 0–1 elevated biomarkers, preoperatively (HR 1.76, 95% CI 1.39–2.24) or postoperatively (HR 1.83, 95% CI 1.44–2.33). Conclusion The results suggest that a protein panel of the inflammatory biomarkers YKL-40, IL-6, and CRP, and the cancer biomarkers CEA and CA19-9 might identify patients that benefit from more aggressive treatment and surveillance, although the additional value of IL-6 and CRP in this aspect is limited.
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Affiliation(s)
- Reetta Peltonen
- Transplantation and Liver Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- * E-mail:
| | - Mathias H. Gramkow
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Christian Dehlendorff
- Statistics and Pharmacoepidemiology, Danish Cancer Society Research Center, Danish Cancer Society, Copenhagen O, Denmark
| | - Pia J. Osterlund
- Department of Oncology, Tampere University Hospital, and University of Tampere, Tampere, Finland
- Helsinki University Hospital, Department of Oncology, and University of Helsinki, Helsinki, Finland
| | - Julia S. Johansen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Medicine, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen K, Denmark
| | - Helena Isoniemi
- Transplantation and Liver Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Kobayashi S, Takahashi S, Takahashi N, Masuishi T, Shoji H, Shinozaki E, Yamaguchi T, Kojima M, Gotohda N, Nomura S, Yoshino T, Taniguchi H. Survival Outcomes of Resected BRAF V600E Mutant Colorectal Liver Metastases: A Multicenter Retrospective Cohort Study in Japan. Ann Surg Oncol 2020; 27:3307-3315. [PMID: 32661852 DOI: 10.1245/s10434-020-08817-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 04/19/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Although the prognosis for patients with resected BRAF mutant colorectal liver metastases (CRLM) is poor, the survival impact of the BRAF V600E mutation in such cases remains unclear. METHODS A multicenter retrospective cohort study was performed to investigate the survival outcomes of patients who underwent initial hepatectomy for histologically confirmed BRAF V600E mutant CRLM between January 2005 and December 2017. RESULTS Thirty-three patients from 6 institutions were included in this study. During the median duration of the post-hepatectomy follow-up period of 49.2 months, 31 patients (93.9%) developed recurrence after a median period of 5.3 months and the 1-year recurrence-free survival (RFS) rate was 24.2%. Only two patients underwent repeated surgery for recurrence. The other 29 patients had unresectable recurrent lesions, and 27 of them received systemic chemotherapy. The median overall survival (OS) period was 31.1 months and the 5-year OS rate was 18.2%. The factors for a poor RFS prognosis were an elevated serum CA19-9 level (≥ 37 IU/ml) at hepatectomy (HR: 2.139, 95% CI: 1.009-4.534, P = 0.047) and R1 resection (HR: 5.827, 95% CI: 1.585-21.42, P = 0.008), and that for OS was R1 resection only (HR: 4.129, 95% CI: 1.104-15.45, P = 0.035). CONCLUSIONS Since the early onset unresectable recurrence rate was very high, systemic chemotherapy should be considered for resectable BRAF V600E mutant CRLM. A novel perioperative treatment strategy is needed to improve the survival of such patients.
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Affiliation(s)
- Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Chiba, Kashiwa, Japan.
| | - Shinichiro Takahashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Chiba, Kashiwa, Japan
| | - Naoki Takahashi
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
| | - Toshiki Masuishi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hirokazu Shoji
- Department of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Eiji Shinozaki
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tatsuro Yamaguchi
- Department of Surgery, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Motohiro Kojima
- Division of Pathology, Research Center for Innovative Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Naoto Gotohda
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Chiba, Kashiwa, Japan
| | - Shogo Nomura
- Clinical Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroya Taniguchi
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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You W, Yan L, Cai Z, Xie L, Sheng N, Wang G, Wu X, Wang Z. Clinical Significances of Positive Postoperative Serum CEA and Post-preoperative CEA Increment in Stage II and III Colorectal Cancer: A Multicenter Retrospective Study. Front Oncol 2020; 10:671. [PMID: 32509572 PMCID: PMC7251078 DOI: 10.3389/fonc.2020.00671] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 04/09/2020] [Indexed: 12/15/2022] Open
Abstract
Background: Carcinoembryonic antigen (CEA) is the most common serum tumor marker in colorectal cancer (CRC). Nevertheless, few previous studies demonstrated the impacts of postoperative CEA and post-preoperative CEA increment on prognosis of CRC. Methods: Patients with stage II and III CRC were included from January 2009 to December 2015. All clinical and follow-up data were collected. Patients were divided into four different groups according to the levels of postoperative serum CEA and post-preoperative CEA trends. Chi-square test was used to analyze the relationship between clinical variables and categorized postoperative CEA and CEA increment. Cox proportional hazard regression was used for univariate and multivariable analyses. The log-rank test was performed to compare PFS and OS among groups. Results: Patients, 1,008, who underwent radical surgery, were enrolled. Our results showed that positive postoperative CEA and CEA increment were related to clinical stage, T stage, N stage, tumor differentiation, and lymphatic invasion (p < 0.05). Univariate and multivariable analysis results suggested that positive postoperative CEA and CEA increment were independent prognostic factors for PFS (HR = 3.149, 95% CI, 2.426–4.088, p = 0.000 for postoperative CEA; HR = 2.708, 95% CI, 2.106–3.482, p = 0.000 for CEA increment) and OS (HR = 3.414, 95% CI, 2.549–4.574, p = 0.000 for postoperative CEA; HR = 2.373, 95% CI, 1.783–3.157, p = 0.000 for CEA increment). The survival analyses revealed positive postoperative CEA, and CEA increment predicted worse prognosis. Furthermore, our results indicated that the 3- and 5-year PFS rates were 86.6 and 78.4% in group A, but decreased to 25.3 and 7.2% in group D (p < 0.001). Similarly, the 3- and 5-year OS rates for group A were 92.5 and 83.9%, much higher than group D (p < 0.001). In other words, patients with both postoperative CEA elevation and CEA increment had the worst prognosis. Conclusions: Positive postoperative CEA and CEA increment were independent prognostic factors for stage II and III CRC. Additionally, postoperative CEA and CEA increment had significant impacts on PFS and OS of CRC.
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Affiliation(s)
- Weiqiang You
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Li Yan
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Zerong Cai
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Department of Colorectal Surgery, Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lei Xie
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Nengquan Sheng
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Guiyu Wang
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiaojian Wu
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Department of Colorectal Surgery, Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhigang Wang
- Department of General Surgery, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
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Tsutsumi S, Izumi H, Nonaka S, Okura H, Suzuki T, Ito M, Yasumoto Y, Ishii H. Spinal endodermal cyst undergoing malignant transformation and marked elevation of serum carbohydrate 19-9 level. Br J Neurosurg 2020:1-3. [PMID: 32347122 DOI: 10.1080/02688697.2020.1759780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Endodermal cyst (EC) is a benign tumor that can arise along the craniospinal axis. Infrequently, ECs undergo malignant transformation. A 43-year-old man presented with numbness in the right arm, leg and occipitalgia. MRI revealed a multicystic, intradural extramedullary tumor at C2 with enhancement along the ventral surface of the spinal cord. Blood test showed an abnormal increase in serum carbohydrate antigen 19-9 (CA 19-9) level. Systemic positron emission tomography-computed tomography was normal. He underwent total tumor resection and was diagnosed with EC. He developed double vision, hearing loss, and swallowing difficulty on postoperative day 70. Cerebral MRI revealed marked extensions of leptomeningeal dissemination. The serum CA 19-9 level increased continuously and finally reached 1515.0 U/ml. He died of respiratory failure on day 108. An autopsy did not reveal abnormalities in the abdominal and chest organs. On microscopic examination, the post-mortem specimen revealed adenocarcinoma. Immunohistochemically, both the surgical and autopsy specimens were positive for CA 19-9. Spinal ECs may lead to malignant transformation with leptomeningeal dissemination that causes abnormal elevation of serum CA 19-9 levels.
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Affiliation(s)
- Satoshi Tsutsumi
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Hiroshi Izumi
- Department of Pathology, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Senshu Nonaka
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Hidehiro Okura
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Takamoto Suzuki
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Masanori Ito
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Yukimasa Yasumoto
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
| | - Hisato Ishii
- Department of Neurological Surgery, Juntendo University Urayasu Hospital, Urayasu, Chiba, Japan
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Smedman TM, Line PD, Hagness M, Syversveen T, Grut H, Dueland S. Liver transplantation for unresectable colorectal liver metastases in patients and donors with extended criteria (SECA-II arm D study). BJS Open 2020; 4:467-477. [PMID: 32333527 PMCID: PMC7260412 DOI: 10.1002/bjs5.50278] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 02/06/2020] [Accepted: 02/07/2020] [Indexed: 12/14/2022] Open
Abstract
Background Patients with metastatic colorectal cancer receiving palliative chemotherapy have a 5‐year survival rate of approximately 10 per cent. Liver transplantation using strict selection criteria in patients with colorectal cancer and unresectable liver‐only disease will result in a 5‐year survival rate of 56–83 per cent. The aim of this study was to evaluate survival of patients with colorectal liver metastases (CRLM) after liver transplantation using extended criteria for both patients and donors. Methods This was a prospective single‐arm study. Patients with synchronous unresectable CRLM who were not suitable for arms A, B or C of the SEcondary CAncer (SECA) II study who had undergone radical resection of the primary tumour and received chemotherapy were included; they underwent liver transplantation with extended criteria donor grafts. Patients who had resectable pulmonary metastases were eligible for inclusion. The main exclusion criteria were BMI above 30 kg/m2 and liver metastases larger than 10 cm. Survival was estimated using Kaplan–Meier analysis. Results Ten patients (median age 54 years; 3 women) were included. They had an extensive liver tumour load with a median of 20 (range 1–45) lesions; the median size of the largest lesion was 59 (range 15–94) mm. Eight patients had (y)pN2 disease, six had poorly differentiated or signet ring cell‐differentiated primary tumours, and five had primary tumour in the ascending colon. The median Fong clinical risk score was 3 (range 2–5) and the median Oslo score was 1 (range 1–4). The median plasma carcinoembryonic antigen level was 4·3 (range 2–4346) μg/l. Median disease‐free and overall survival was 4 and 18 months respectively. Conclusion Patients with unresectable liver‐only CRLM undergoing liver transplantation with extended patient and donor criteria have relatively short overall survival.
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Affiliation(s)
- T M Smedman
- Department of Oncology, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - P-D Line
- Department of Transplantation Medicine, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - M Hagness
- Department of Transplantation Medicine, Oslo, Norway
| | | | - H Grut
- Radiology and Nuclear Medicine, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - S Dueland
- Department of Oncology, Oslo, Norway.,Experimental Transplantation and Malignancy Research Group, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
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36
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Engle DD, Tiriac H, Rivera KD, Pommier A, Whalen S, Oni TE, Alagesan B, Lee EJ, Yao MA, Lucito MS, Spielman B, Da Silva B, Schoepfer C, Wright K, Creighton B, Afinowicz L, Yu KH, Grützmann R, Aust D, Gimotty PA, Pollard KS, Hruban RH, Goggins MG, Pilarsky C, Park Y, Pappin DJ, Hollingsworth MA, Tuveson DA. The glycan CA19-9 promotes pancreatitis and pancreatic cancer in mice. Science 2020; 364:1156-1162. [PMID: 31221853 DOI: 10.1126/science.aaw3145] [Citation(s) in RCA: 143] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2018] [Revised: 03/25/2019] [Accepted: 05/14/2019] [Indexed: 12/12/2022]
Abstract
Glycosylation alterations are indicative of tissue inflammation and neoplasia, but whether these alterations contribute to disease pathogenesis is largely unknown. To study the role of glycan changes in pancreatic disease, we inducibly expressed human fucosyltransferase 3 and β1,3-galactosyltransferase 5 in mice, reconstituting the glycan sialyl-Lewisa, also known as carbohydrate antigen 19-9 (CA19-9). Notably, CA19-9 expression in mice resulted in rapid and severe pancreatitis with hyperactivation of epidermal growth factor receptor (EGFR) signaling. Mechanistically, CA19-9 modification of the matricellular protein fibulin-3 increased its interaction with EGFR, and blockade of fibulin-3, EGFR ligands, or CA19-9 prevented EGFR hyperactivation in organoids. CA19-9-mediated pancreatitis was reversible and could be suppressed with CA19-9 antibodies. CA19-9 also cooperated with the KrasG12D oncogene to produce aggressive pancreatic cancer. These findings implicate CA19-9 in the etiology of pancreatitis and pancreatic cancer and nominate CA19-9 as a therapeutic target.
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Affiliation(s)
- Dannielle D Engle
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Hervé Tiriac
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Keith D Rivera
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Arnaud Pommier
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Sean Whalen
- Gladstone Institutes, San Francisco, CA 94158, USA
| | - Tobiloba E Oni
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Brinda Alagesan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Eun Jung Lee
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Melissa A Yao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Matthew S Lucito
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Benjamin Spielman
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Brandon Da Silva
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Christina Schoepfer
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Kevin Wright
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Brianna Creighton
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Lauren Afinowicz
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Kenneth H Yu
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.,Joan and Sanford I. Weill Medical College, Cornell University, New York, NY 10065, USA
| | - Robert Grützmann
- Department of Surgery, Universitätsklinikum Erlangen, 91054 Erlangen, Germany
| | - Daniela Aust
- Institute for Pathology, Universitätsklinikum Dresden, 01307 Dresden, Germany
| | - Phyllis A Gimotty
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Katherine S Pollard
- Gladstone Institutes, San Francisco, CA 94158, USA.,Department of Epidemiology and Biostatistics, Institute for Human Genetics, Quantitative Biology Institute, Institute for Computational Health Sciences, and Chan Zuckerberg Biohub, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Ralph H Hruban
- Sidney Kimmel Cancer Center, The Sol Goldman Pancreatic Cancer Research Center, and Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Michael G Goggins
- Sidney Kimmel Cancer Center, The Sol Goldman Pancreatic Cancer Research Center, and Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, MD 21231, USA.,Departments of Medicine and Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Christian Pilarsky
- Department of Surgery, Universitätsklinikum Erlangen, 91054 Erlangen, Germany
| | - Youngkyu Park
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA.,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Darryl J Pappin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA. .,Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY 11724, USA
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Using the polymeric circulating tumor cell chip to capture circulating tumor cells in blood samples of patients with colorectal cancer. Oncol Lett 2020; 19:2286-2294. [PMID: 32194728 PMCID: PMC7041365 DOI: 10.3892/ol.2020.11335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 08/29/2019] [Indexed: 12/24/2022] Open
Abstract
The current study clarified the accuracy of a circulating tumor cell (CTC) detection system to diagnose colorectal cancer using blood samples. The system uses the 'polymeric CTC-chip,' (CTC-chip), which is a microfluidic device that is used for CTC isolation. CTCs are considered sensitive diagnostic biomarkers. However, their concentration in the peripheral blood is low and requires highly sensitive and specific capturing techniques. The capture efficiency of the polymeric CTC-chip was first assessed using cell suspensions of the colorectal cancer cell line HCT-116, which was reported as 90.9% in a phosphate-buffered saline suspension and 65.0% in the blood. The CTC-chip was then used to detect CTCs in blood samples obtained from 13 patients with stage II-IV colorectal cancer. On average, the CTCs/ml was lower in patients with stages II and III colorectal cancer (3.3±2.3) than in those with stage IV (7.0±6.2). In patients with stages II-IV, 92% had ≥1 CTC per ml, which was significantly higher than the positive rate (15%) detected using the carbohydrate antigen 19-9 test (CA19-9). Furthermore, CTCs were detected in all patients with stage II and III colorectal cancer, including a number of patients with negative results for the carcinoembryonic antigen (CEA) and CA19-9 tests. With the polymeric CTC-chip detection system, CTCs can be effective cancer markers, particularly for patients with stage II and III colorectal cancer who often exhibit negative conventional serum marker test results. The CTC-chip system may also facilitate the detection of cancer progression based on CTC concentration.
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38
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Rasmussen L, Nielsen HJ, Christensen IJ. Early Detection and Recurrence of Colorectal Adenomas by Combination of Eight Cancer-Associated Biomarkers in Plasma. Clin Exp Gastroenterol 2020; 13:273-284. [PMID: 32884322 PMCID: PMC7434628 DOI: 10.2147/ceg.s251633] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 07/27/2020] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Plasma levels of eight combined proteins have shown value as biomarkers for detection of colorectal cancer (CRC). However, their value in identifying colorectal adenoma needs further evaluation. The aim was to evaluate the eight proteins (AFP, CA19-9, CEA, CyFra21-1, Ferritin, Galectin-3, hs-CRP and TIMP-1) in detection of high-risk adenoma (HRA) and in prediction of recurrence of adenoma. Furthermore, the discrimination between HRA and low-risk adenoma (LRA) or CRC lesions was evaluated. METHODS The study included 4698 individuals undergoing diagnostic colonoscopy. Automated ELISA platforms were used in the determination of protein levels in samples collected just before colonoscopy. RESULTS Univariably, five proteins (AFP, CEA, CyFra21-1, hs-CRP and TIMP-1), respectively, significantly discriminated individuals with HRA from individuals with non-malignant findings. Multivariably, the combination of CEA and hs-CRP improved performance; AUC= 0.63 (sensitivity=0.19 at specificity=0.90). CyFra21-1, Ferritin and TIMP-1 demonstrated significant discrimination between individuals with HRA and LRA in univariable analyses, respectively. Performance was improved in multivariable analysis; AUC=0.61 (sensitivity=0.13 at specificity=0.90). Discrimination between individuals with colorectal adenomas and healthy individuals was significant for CA19-9, CEA, hs-CRP and TIMP-1, respectively, in univariable analyses. Multivariable analysis improved performance; AUC=0.63 (sensitivity=0.17 at specificity=0.90). All proteins except AFP demonstrated significant discrimination between individuals with HRA and CRC. Combination of CEA, CyFra21-1, Ferritin, hs-CRP and TIMP-1 in multivariable analysis improved discrimination; AUC=0.78 (sensitivity=0.34 at specificity=0.90). Association between plasma levels of any of the eight proteins and recurrence of colorectal adenomas after endoscopic removal could not be demonstrated. DISCUSSION The protein panel shows a promising potential in detection of colorectal adenomas in general, but specifically of HRA. However, improvements are needed for the panel to be valuable as a screening test. Finally, plasma levels of the eight proteins were not predictive of recurrence of colorectal adenomas.
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Affiliation(s)
- Louise Rasmussen
- Department of Surgical Gastroenterology 360, Hvidovre Hospital, University of Copenhagen, Hvidovre2650, Denmark
- Correspondence: Louise RasmussenDepartment of Surgical Gastroenterology 360, Hvidovre Hospital, University of Copenhagen, Hvidovre2650, Denmark Email
| | - Hans Jørgen Nielsen
- Department of Surgical Gastroenterology 360, Hvidovre Hospital, University of Copenhagen, Hvidovre2650, Denmark
| | - Ib Jarle Christensen
- Department of Surgical Gastroenterology 360, Hvidovre Hospital, University of Copenhagen, Hvidovre2650, Denmark
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39
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Li H, Zhao S, Jing Z, Li J, Shuanying Y, Zhang N. Combination of D-dimer and carcinoembryonic antigen levels as a predictive and prognostic biomarker in advanced colorectal cancer patients. J Cell Biochem 2019; 120:8086-8092. [PMID: 30592316 DOI: 10.1002/jcb.28087] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 10/29/2018] [Indexed: 01/24/2023]
Abstract
In view of the controversial findings on the utility of D-dimer and carcinoembryonic antigen (CEA) as biomarkers in advanced colorectal cancer (CRC), we evaluated the predictive and prognostic value of the D-dimer and CEA levels in unresectable advanced CRC patients treated with first-line chemotherapy. A total of 57 previously untreated patients with advanced CRC were enrolled. We assessed both plasma D-dimer and CEA levels at the start (D1 and CEA1) and after two cycles (D2 and CEA2) of chemotherapy. Based on the respective optimal cut-off values of 0.8 and 5.0 ng/mL for D1 and CEA1, respectively, patients were divided into low and high D-dimer or CEA groups. The results show that D1 and CEA1 levels were correlated (r = 0.392, P = 0.003). Mean CEA2 was reduced by 26.24 ng/mL in patients with partial response and stable disease and increased by 165.95 ng/mL in patients with progressive disease relative to the CEA1 level (P < 0.001). However, no correlation was evident between changes in the D-dimer levels and chemotherapy response (P = 0.441). The overall survival (OS) of patients with high D1 was shorter than that of patients with low D1 (median OS, 16 vs 29 months, P = 0.009). Multivariate analyses further demonstrated that D1 (P = 0.042) and chemotherapy response (P = 0.016), but not CEA, were independent prognostic factors for OS in advanced CRC. Taken together, our result found that changes in CEA levels may serve as a predictive biomarker of the chemotherapy response and baseline D-dimer levels as a prognostic biomarker of OS in patients with advanced CRC.
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Affiliation(s)
- Huiping Li
- Department of Respiratory Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Department of Pancreatitis Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Shuangshuang Zhao
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, Zhejiang, China
| | - Zhao Jing
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, Zhejiang, China
| | - Juan Li
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, Zhejiang, China
| | - Yang Shuanying
- Department of Respiratory Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ni Zhang
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, Zhejiang, China
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40
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Notarangelo M, Zucal C, Modelska A, Pesce I, Scarduelli G, Potrich C, Lunelli L, Pederzolli C, Pavan P, la Marca G, Pasini L, Ulivi P, Beltran H, Demichelis F, Provenzani A, Quattrone A, D'Agostino VG. Ultrasensitive detection of cancer biomarkers by nickel-based isolation of polydisperse extracellular vesicles from blood. EBioMedicine 2019; 43:114-126. [PMID: 31047861 PMCID: PMC6558028 DOI: 10.1016/j.ebiom.2019.04.039] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 04/06/2019] [Accepted: 04/18/2019] [Indexed: 12/17/2022] Open
Abstract
Background Extracellular vesicles (EVs) are secreted membranous particles intensively studied for their potential cargo of diagnostic markers. Efficient and cost-effective isolation methods need to be established for the reproducible and high-throughput study of EVs in the clinical practice. Methods We designed the nickel-based isolation (NBI) to rapidly isolate EVs and combined it with newly-designed amplified luminescent proximity homogeneous assay or digital PCR to detect biomarkers of clinical utility. Findings From plasma of 46 healthy donors, we systematically recovered small EV (~250 nm of mean diameter; ~3 × 1010/ml) and large EV (~560 nm of mean diameter; ~5 × 108/ml) lineages ranging from 50 to 700 nm, which displayed hematopoietic/endothelial cell markers that were also used in spike-in experiments using EVs from tumor cell lines. In retrospective studies, we detected picomolar concentrations of prostate-specific membrane antigen (PSMA) in fractions of EVs isolated from the plasma of prostate cancer patients, discriminating them from control subjects. Directly from oil-encapsulated EVs for digital PCR, we identified somatic BRAF and KRAS mutations circulating in the plasma of metastatic colorectal cancer (CRC) patients, matching 100% of concordance with tissue diagnostics. Importantly, with higher sensitivity and specificity compared with immuno-isolated EVs, we revealed additional somatic alterations in 7% of wild-type CRC cases that were subsequently validated by further inspections in the matched tissue biopsies. Interpretation We propose NBI-combined approaches as simple, fast, and robust strategies to probe the tumor heterogeneity and contribute to the development of EV-based liquid biopsy studies. Fund Associazione Italiana per la Ricerca sul Cancro (AIRC), Fondazione Cassa di Risparmio Trento e Rovereto (CARITRO), and the Italian Ministero Istruzione, Università e Ricerca (Miur).
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Affiliation(s)
- Michela Notarangelo
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Chiara Zucal
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Angelika Modelska
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Isabella Pesce
- Cell Analysis and Separation Core Facility (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Giorgina Scarduelli
- Advanced Imaging Core Facility (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Cristina Potrich
- Fondazione Bruno Kessler (FBK), Laboratory of Biomolecular Sequence and Structure Analysis for Health, Trento, Via Sommarive 14, Trento 38123, Italy
| | - Lorenzo Lunelli
- Fondazione Bruno Kessler (FBK), Laboratory of Biomolecular Sequence and Structure Analysis for Health, Trento, Via Sommarive 14, Trento 38123, Italy
| | - Cecilia Pederzolli
- Fondazione Bruno Kessler (FBK), Laboratory of Biomolecular Sequence and Structure Analysis for Health, Trento, Via Sommarive 14, Trento 38123, Italy
| | - Paola Pavan
- Immunohematology and Cell Factory Unit, Meyer Children's University Hospital, Viale Pieraccini 24, Florence 50139, Italy
| | - Giancarlo la Marca
- Department of Experimental and Clinical Biomedical Sciences, Centro di Eccellenza Denothe, Aou Meyer University of Florence, Viale Pieraccini 6, 50139, Italy
| | - Luigi Pasini
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via Piero Maroncelli 40, Meldola 47014, Italy
| | - Paola Ulivi
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Via Piero Maroncelli 40, Meldola 47014, Italy
| | - Himisha Beltran
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA.
| | - Francesca Demichelis
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Alessandro Provenzani
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Alessandro Quattrone
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy
| | - Vito G D'Agostino
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, Trento 38123, Italy.
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Long NP, Park S, Anh NH, Nghi TD, Yoon SJ, Park JH, Lim J, Kwon SW. High-Throughput Omics and Statistical Learning Integration for the Discovery and Validation of Novel Diagnostic Signatures in Colorectal Cancer. Int J Mol Sci 2019; 20:E296. [PMID: 30642095 PMCID: PMC6358915 DOI: 10.3390/ijms20020296] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 12/31/2018] [Accepted: 01/04/2019] [Indexed: 02/07/2023] Open
Abstract
The advancement of bioinformatics and machine learning has facilitated the discovery and validation of omics-based biomarkers. This study employed a novel approach combining multi-platform transcriptomics and cutting-edge algorithms to introduce novel signatures for accurate diagnosis of colorectal cancer (CRC). Different random forests (RF)-based feature selection methods including the area under the curve (AUC)-RF, Boruta, and Vita were used and the diagnostic performance of the proposed biosignatures was benchmarked using RF, logistic regression, naïve Bayes, and k-nearest neighbors models. All models showed satisfactory performance in which RF appeared to be the best. For instance, regarding the RF model, the following were observed: mean accuracy 0.998 (standard deviation (SD) < 0.003), mean specificity 0.999 (SD < 0.003), and mean sensitivity 0.998 (SD < 0.004). Moreover, proposed biomarker signatures were highly associated with multifaceted hallmarks in cancer. Some biomarkers were found to be enriched in epithelial cell signaling in Helicobacter pylori infection and inflammatory processes. The overexpression of TGFBI and S100A2 was associated with poor disease-free survival while the down-regulation of NR5A2, SLC4A4, and CD177 was linked to worse overall survival of the patients. In conclusion, novel transcriptome signatures to improve the diagnostic accuracy in CRC are introduced for further validations in various clinical settings.
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Affiliation(s)
- Nguyen Phuoc Long
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea.
| | - Seongoh Park
- Department of Statistics, Seoul National University, Seoul 08826, Korea.
| | - Nguyen Hoang Anh
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea.
| | - Tran Diem Nghi
- School of Medicine, Vietnam National University, Ho Chi Minh 70000, Vietnam.
| | - Sang Jun Yoon
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea.
| | - Jeong Hill Park
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea.
| | - Johan Lim
- Department of Statistics, Seoul National University, Seoul 08826, Korea.
| | - Sung Won Kwon
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea.
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42
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Qin QX, Cheng XM, Lu LZ, Wei YF, Wang DC, Li HH, Li GH, Liang HB, Li SY, Chen L, Liang ZJ. Biomarkers and potential pathogenesis of colorectal cancer-related ischemic stroke. World J Gastroenterol 2018; 24:4950-4958. [PMID: 30487704 PMCID: PMC6250925 DOI: 10.3748/wjg.v24.i43.4950] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 11/02/2018] [Accepted: 11/08/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the specific biomarkers and potential pathogenesis of colorectal cancer-related ischemic stroke (CRCIS).
METHODS A retrospective study was conducted on CRCIS patients (colorectal cancer patients with ischemic stroke without conventional stroke risk factors) registered at seven centers between January 2007 and December 2017. Clinical data and laboratory and imaging findings were compared with age- and sex- matched patients with colorectal cancer (CRC) without ischemic stroke that were admitted to the same hospital during the same period. Univariate and multivariate analyses were performed to analyze the independent risk factors for CRCIS. A receiver operator characteristic curve was configured to calculate the optimal cut-off value of the products of the independent risk factors for CRCIS.
RESULTS A total of 114 CRCIS patients and 114 CRC patients were included. Multiple lesions in multiple vascular territories were common in CRCIS patients (71, 62.28%). The levels of plasma D-dimer, carcinoembryonic antigen (CEA), cancer antigen 125, and neutrophil count were significantly higher in CRCIS patients than in CRC patients. Multiple logistic regression analysis revealed that plasma D-dimer levels [odds ratio (OR) = 1.002, 95% confidence interval (CI): 1.001-1.003, P < 0.001], CEA levels (OR = 1.011, 95%CI: 1.006-1.015, P < 0.001), and neutrophil count levels (OR = 1.626, 95%CI: 1.268-2.087, P < 0.001) were independent risk factors for CRCIS. In addition, receiver operator characteristic curve revealed that the area under curve for the products of plasma D-dimer, CEA, and neutrophil count was 0.889 ± 0.022 (95%CI: 0.847-0.932, P < 0.001), and the optimal cut-off value for the product was 252.06, which was called the CRCIS Index, with a sensitivity of 86.0% and specificity of 79.8%.
CONCLUSION Hypercoagulability induced by elevated CEA and neutrophils may be an important cause of CRCIS. The CRCIS index, which serves as a biomarker of CRCIS, needs further study.
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Affiliation(s)
- Qi-Xiong Qin
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Province, China
| | - Xue-Min Cheng
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Province, China
| | - Li-Zhi Lu
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Province, China
| | - Yun-Fei Wei
- Department of Neurology, The Second Affiliated Hospital of Guangxi Medical University, Nanning 530007, Guangxi Province, China
| | - Da-Cheng Wang
- Department of Neurology, The Ninth Affiliated Hospital of Guangxi Medical University, Beihai 536000, Guangxi Province, China
| | - Hai-Hua Li
- Department of Neurology, Fusui County People’s Hospital, Chongzuo 532100, Guangxi Province, China
| | - Guo-Hui Li
- Department of Neurology, Wuzhou Red Cross Hospital, Wuzhou 543002, Guangxi Province, China
| | - Hong-Bin Liang
- Department of Neurology, Cenxi People’s Hospital, Cenxi 543200, Guangxi Province, China
| | - Sheng-Yu Li
- Department of Neurology, Wuming County People’s Hospital, Nanning 530100, Guangxi Province, China
| | - Li Chen
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Province, China
| | - Zhi-Jian Liang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi Province, China
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