1
|
He C, Yu T, Yang L, He L, Zhu J, Chen J. Clinical prediction of pathological complete response in breast cancer: a machine learning study. BMC Cancer 2025; 25:933. [PMID: 40410776 PMCID: PMC12102924 DOI: 10.1186/s12885-025-14335-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 05/14/2025] [Indexed: 05/25/2025] Open
Abstract
BACKGROUND This study aimed to develop and validate machine learning models to predict pathological complete response (pCR) after neoadjuvant therapy in patients with breast cancer patients. METHODS Clinical and pathological data from 1143 patients were analyzed, encompassing variables such as age, gender, marital status, histologic grade, T stage, N stage, months from diagnosis to treatment, molecular subtype, and response to neoadjuvant therapy. Seven machine learning models were trained and validated using both internal and external datasets. Model performance was evaluated using multiple metrics, and interpretability analysis was conducted to assess feature importance. RESULTS Key variables influencing pCR included grade, N stage, months from diagnosis to treatment, and molecular subtype. The Naive Bayes model emerged as the most effective, with accuracy (0.746), sensitivity (0.699), specificity (0.808), and F1 score (0.759) surpassing other models. Both internal and external validation confirmed the model's robust predictive power. A web tool was developed for clinical use, aiding in personalized treatment planning. Interpretability analysis further elucidated the contribution of features to pCR prediction, enhancing clinical applicability. CONCLUSION The Naive Bayes model provides a robust tool for personalized treatment decisions in patients with breast cancer undergoing neoadjuvant therapy. By accurately predicting pCR rates, it enables clinicians to tailor treatment strategies, potentially improving outcomes.
Collapse
Affiliation(s)
- Chongwu He
- Department of Breast Surgery, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Cancer Hospital, Nanchang, Jiangxi Province, China
| | - Tenghua Yu
- Department of Breast Surgery, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Cancer Hospital, Nanchang, Jiangxi Province, China
| | - Liu Yang
- Department of Pathology, Nanchang People's Hospital, Nanchang, Jiangxi Province, China
| | - Longbo He
- Department of Breast Surgery, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Cancer Hospital, Nanchang, Jiangxi Province, China
| | - Jin Zhu
- Department of Breast Surgery, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Cancer Hospital, Nanchang, Jiangxi Province, China
| | - Jing Chen
- Department of Nursing, Nanchang Medical College, No. 689, Huiren Avenue, Xiaolan Economic Development Zone, Nanchang, Jiangxi Province, China.
| |
Collapse
|
2
|
Englisz A, Smycz-Kubańska M, Królewska-Daszczyńska P, Błaut M, Duszyc A, Mielczarek-Palacz A. The Application of Circulating Tumour DNA (ctDNA) in the Diagnosis, Prognosis, and Treatment Monitoring of Gynaecological and Breast Cancers (Review). Diagnostics (Basel) 2025; 15:1289. [PMID: 40428282 PMCID: PMC12109643 DOI: 10.3390/diagnostics15101289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2025] [Revised: 05/16/2025] [Accepted: 05/19/2025] [Indexed: 05/29/2025] Open
Abstract
Gynaecological cancers, including endometrial, ovarian, and cervical cancers as well as breast cancer, despite numerous studies, still constitute a challenge for modern oncology. For this reason, research aimed at the application of modern diagnostic methods that are useful in early detection, prognosis, and treatment monitoring deserves special attention, Great hopes are currently being placed on the use of liquid biopsy (LB), which examines various tumour components, including cell-free RNA (cfRNA), circulating tumour cells (CTCs), circulating tumour DNA (ctDNA), exosomes, and tumour-educated platelets (TEPs). LB has shown promise as a minimally invasive means of early diagnosis of cancers, detection of recurrence, prediction of therapy response, treatment monitoring, and drug selection. The integration of this test into clinical practice in modern oncology is challenging, but offers many benefits, including reducing the risks associated with invasive procedures, improving diagnostic and therapeutic efficacy, and improving the quality of life of oncology patients. The aim of this review is to present recent reports on the use of ctDNA in diagnosing, predicting the outcome of, and monitoring the treatment of gynaecological and breast cancers.
Collapse
Affiliation(s)
- Aleksandra Englisz
- The Doctoral School, Medical University of Silesia, 40-055 Katowice, Poland;
| | - Marta Smycz-Kubańska
- Department of Immunology and Serology, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland; (M.S.-K.); (P.K.-D.); (M.B.); (A.D.)
| | - Patrycja Królewska-Daszczyńska
- Department of Immunology and Serology, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland; (M.S.-K.); (P.K.-D.); (M.B.); (A.D.)
| | - Magdalena Błaut
- Department of Immunology and Serology, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland; (M.S.-K.); (P.K.-D.); (M.B.); (A.D.)
| | - Agnieszka Duszyc
- Department of Immunology and Serology, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland; (M.S.-K.); (P.K.-D.); (M.B.); (A.D.)
| | - Aleksandra Mielczarek-Palacz
- Department of Immunology and Serology, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland; (M.S.-K.); (P.K.-D.); (M.B.); (A.D.)
| |
Collapse
|
3
|
Gostomczyk K, Drozd M, Marsool Marsool MD, Pandey A, Tugas K, Chacon J, Tayyab H, Ullah A, Borowczak J, Szylberg Ł. Biomarkers for the detection of circulating tumor cells. Exp Cell Res 2025; 448:114555. [PMID: 40228709 DOI: 10.1016/j.yexcr.2025.114555] [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: 10/22/2024] [Revised: 04/05/2025] [Accepted: 04/09/2025] [Indexed: 04/16/2025]
Abstract
Circulating tumor cells (CTCs) have emerged as a key biomarker in cancer detection and prognosis, and their molecular profiling is gaining importance in precision oncology. Liquid biopsies, which allow the extraction of CTCs, circulating tumor DNA (ctDNA) or cell-free DNA (cfDNA), have measurable advantages over traditional tissue biopsies, especially when molecular material is difficult to obtain. However, this method is not without limitations. Difficulties in differentiating between primary and metastatic lesions, uncertain predictive values and the complexity of the biomarkers used can prove challenging. Recently, high cell heterogeneity has been identified as the main obstacle to achieving high diagnostic accuracy. Because not all cells undergo epithelial-mesenchymal transition (EMT) at the same time, there is a large population of hybrid CTCs that express both epithelial and mesenchymal markers. Since traditional diagnostic tools primarily detect epithelial markers, they are often unable to detect cells with a hybrid phenotype; therefore, additional markers may be required to avoid false negatives. In this review, we summarize recent reports on emerging CTCs markers, with particular emphasis on their use in cancer diagnosis. Most of them, including vimentin, TWIST1, SNAI1, ZEB1, cadherins, CD44, TGM2, PD-L1 and GATA, hold promise for the detection of CTCs, but are also implicated in cancer progression, metastasis, and therapeutic resistance. Therefore, understanding the nature and drivers of epithelial-mesenchymal plasticity (EMP) is critical to advancing our knowledge in this field.
Collapse
Affiliation(s)
- Karol Gostomczyk
- Department of Obstetrics, Gynaecology and Oncology, Collegium Medicum Nicolaus Copernicus University, Bydgoszcz, Poland; Department of Tumor Pathology and Pathomorphology, Oncology Center - Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland; Department of Pathology, Dr Jan Biziel Memorial University Hospital, Bydgoszcz, Poland.
| | - Magdalena Drozd
- Department of Obstetrics, Gynaecology and Oncology, Collegium Medicum Nicolaus Copernicus University, Bydgoszcz, Poland; Department of Pathology, Dr Jan Biziel Memorial University Hospital, Bydgoszcz, Poland
| | | | - Anju Pandey
- Memorial Sloan Kettering Cancer Center, New York, USA
| | | | - Jose Chacon
- American University of Integrative Sciences, Saint Martin, Cole Bay, Barbados
| | | | - Ashraf Ullah
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jędrzej Borowczak
- Department of Clinical Oncology, Oncology Center - Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland
| | - Łukasz Szylberg
- Department of Obstetrics, Gynaecology and Oncology, Collegium Medicum Nicolaus Copernicus University, Bydgoszcz, Poland; Department of Tumor Pathology and Pathomorphology, Oncology Center - Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland; Department of Pathology, Dr Jan Biziel Memorial University Hospital, Bydgoszcz, Poland
| |
Collapse
|
4
|
Zhang M, Chen X, Zhou Q, Guo N, Cao B, Zeng H, Chen W, Sun F. The global progress and quality assessment of research on the association between circulating tumor DNA and clinical prognosis: a systematic review. JOURNAL OF THE NATIONAL CANCER CENTER 2025; 5:156-166. [PMID: 40265099 PMCID: PMC12010383 DOI: 10.1016/j.jncc.2024.10.002] [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: 07/28/2024] [Revised: 09/24/2024] [Accepted: 10/30/2024] [Indexed: 04/24/2025] Open
Abstract
Objective Circulating tumor DNA (ctDNA) has shown potential as a prognostic biomarker in patients with solid tumors. This study aimed to systematically summarize the global application of ctDNA in the prognostic management of solid tumor patients and to evaluate the quality of the current studies. Methods PubMed, Web of Science, Embase, Cochrane Library, Scopus, and clinical trials.gov databases were searched to collect cohort studies on ctDNA in the prognosis of solid tumor patients from January 2016 to May 2022. The language was limited to English. Information including general information, participants and cancer characteristics, ctDNA and outcome information were extracted. The quality of the studies was assessed using the Newcastle-Ottawa Scale checklist. Results A total of 214 studies were included in the final analysis, encompassing 21,076 patients. The number of studies has increased annually from 2016 to 2022. The most common types of solid tumors studied were colorectal cancer (27.10 %), lung cancer (20.09 %), pancreatic cancer (16.82 %), and breast cancer (14.02 %). The top three journals by number of publications had an impact factor in 2023 greater than 10. Of the studies, the median sample size was 69 (interquartile range: 41-111), 69.81 % had a sample size <100, 68.92 % had a median/mean age ≥60 years, and 74.05 % were from developed countries. Multi-center studies accounted for 40.36 %. Additionally, 29.82 % of the studies had a bias risk score ≤6. Only 16.67 % of studies on liver cancer had a bias risk score >6. The primary criteria not met by the studies included "Adequacy of follow-up of cohorts" (33.33 %), "Assessment of outcome" (32.16 %) and "Representativeness of the exposed cohort" (27.49 %). Conclusions The prognostic value of ctDNA in patients with solid tumors is gaining increasing attention, leading to a steady rise in the number of studies. However, many studies still suffer from small sample sizes and a lack of representativeness. Furthermore, details regarding ctDNA detection methods and results reporting are often insufficiently described. There is an urgent need to improve the quality of such research.
Collapse
Affiliation(s)
- Meng Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Xiaowei Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Qingxin Zhou
- Tianjin Centers for Disease Control and Prevention, Tianjin, China
| | - Nana Guo
- Hebei Centers for Disease Control and Prevention, Shijiazhuang, China
| | - Baoshan Cao
- Department of Medical Oncology and Radiation Sickness, Peking University Third Hospital, Beijing, China
| | - Hongmei Zeng
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wanqing Chen
- Office of Cancer Screening, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Xinjiang Medical University, Urumqi, China
| |
Collapse
|
5
|
Kuerer HM, Valero V, Smith BD, Krishnamurthy S, Diego EJ, Johnson HM, Lin H, Shen Y, Lucci A, Shaitelman SF, Mitchell MP, Boughey JC, White RL, Hunt KK, Yang WT, Rauch GM. Selective Elimination of Breast Surgery for Invasive Breast Cancer: A Nonrandomized Clinical Trial. JAMA Oncol 2025:2832067. [PMID: 40152443 PMCID: PMC11953967 DOI: 10.1001/jamaoncol.2025.0207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Accepted: 01/21/2025] [Indexed: 03/29/2025]
Abstract
Importance Neoadjuvant systemic therapy (NST) has been associated with pathologic complete response (pCR) in up to 60% of breast cancers (BCs). The findings of this trial question the necessity of surgery. Objective To report preplanned 5-year efficacy outcomes evaluating radiotherapy alone without breast surgery in patients selected with image-guided vacuum assisted biopsy (VAB). Design, Setting, and Participants This single-arm, prospective, phase 2 nonrandomized clinical trial was conducted at 7 US medical centers and included women 40 years or older with cT1-2N0-1M0 ERBB2-positive (formerly HER2-positive) or triple-negative invasive BC who showed residual breast lesions after NST of less than 2 cm on imaging. Enrollment was from March 6, 2017, to November 9, 2021. Data analysis was from October to December 2024. Intervention Image-guided VAB of the tumor bed (9G with a minimum of 12 cores) was performed after standard NST. Patients with clinically node-negative disease at diagnosis and no residual cancer in the breast on post-NST VAB underwent whole-breast radiotherapy with a boost without breast or axillary surgery. Patients with initial documented nodal disease and a breast pCR on VAB underwent targeted axillary dissection, while those with residual cancer when undergoing VAB had standard breast and axillary surgery. Patients were monitored with physical examinations and mammography every 6 months. Main Outcome Measures The primary outcome was ipsilateral breast tumor recurrence. Results Fifty patients (median [IQR] age, 62 [55-77] years) were enrolled and underwent post-NST VAB. Twenty-nine (58%) and 21 (42%) patients had ERBB2-positive and triple-negative invasive BC, respectively. Breast pCR on VAB was identified in 31 patients (62%; 95% CI, 47.2%-75.34%), and axillary pCR was identified among all 8 patients with initial nodal metastases and breast pCR on VAB who underwent targeted axillary dissection. At a median follow-up of 55.4 (IQR, 44.0-63.5) months, the ipsilateral breast tumor recurrence rate was 0%, and disease-free and overall survival rates were 100% for patients without breast surgery. Conclusions and Relevance The results of this nonrandomized clinical trial that reported preplanned 5-year outcomes suggest that omission of breast surgery in select patients after NST may be feasible, with no recurrences seen. More confirmatory studies are necessary before this new approach alters surgical practice. Trial Registration ClinicalTrials.gov Identifier: NCT02945579.
Collapse
Affiliation(s)
- Henry M. Kuerer
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Vicente Valero
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Benjamin D. Smith
- Department of Breast Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Savitri Krishnamurthy
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | - Emilia J. Diego
- Division of Breast Surgery, University of Pittsburgh Medical Center Magee-Womens Hospital, Pittsburgh, Pennsylvania
| | - Helen M. Johnson
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Heather Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Yu Shen
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Anthony Lucci
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Simona F. Shaitelman
- Department of Breast Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Melissa P. Mitchell
- Department of Breast Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Judy C. Boughey
- Division of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, Rochester, Minnesota
| | - Richard L. White
- Division of Surgical Oncology, Department of Surgery, Carolinas Medical Center, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina
| | - Kelly K. Hunt
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Wei T. Yang
- Department of Breast Imaging, The University of Texas MD Anderson Cancer Center, Houston
| | - Gaiane M. Rauch
- Department of Breast Imaging, The University of Texas MD Anderson Cancer Center, Houston
- Department of Abdominal Imaging, The University of Texas MD Anderson Cancer Center, Houston
| |
Collapse
|
6
|
Janke F, Stritzke F, Dvornikovich K, Franke H, Angeles AK, Riediger AL, Ogrodnik S, Gerhardt S, Regnery S, Schröter P, Bauer L, Weusthof K, Görtz M, Harrabi S, Herfarth K, Neelsen C, Paech D, Schlemmer H, Abdollahi A, Adeberg S, Debus J, Sültmann H, Held T. Early circulating tumor DNA changes predict outcomes in head and neck cancer patients under re-radiotherapy. Int J Cancer 2025; 156:853-864. [PMID: 39212345 PMCID: PMC11661516 DOI: 10.1002/ijc.35152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/17/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024]
Abstract
Local recurrence after radiotherapy is common in locally advanced head and neck cancer (HNC) patients. Re-irradiation can improve local disease control, but disease progression remains frequent. Hence, predictive biomarkers are needed to adapt treatment intensity to the patient's individual risk. We quantified circulating tumor DNA (ctDNA) in sequential plasma samples and correlated ctDNA levels with disease outcome. Ninety four longitudinal plasma samples from 16 locally advanced HNC patients and 57 healthy donors were collected at re-radiotherapy baseline, after 5 and 10 radiation fractions, at irradiation end, and at routine follow-up visits. Plasma DNA was subjected to low coverage whole genome sequencing for copy number variation (CNV) profiling to quantify ctDNA burden. CNV-based ctDNA burden was detected in 8/16 patients and 25/94 plasma samples. Ten additional ctDNA-positive samples were identified by tracking patient-specific CNVs found in earlier sequential plasma samples. ctDNA-positivity after 5 and 10 radiation fractions (both: log-rank, p = .050) as well as at the end of irradiation correlated with short progression-free survival (log-rank, p = .006). Moreover, a pronounced decrease of ctDNA toward re-radiotherapy termination was associated with worse treatment outcome (log-rank, p = .005). Dynamic ctDNA tracking in serial plasma beyond re-radiotherapy reflected treatment response and imminent disease progression. In five patients, molecular progression was detected prior to tumor progression based on clinical imaging. Our findings emphasize that quantifying ctDNA during re-radiotherapy may contribute to disease monitoring and personalization of adjuvant treatment, follow-up intervals, and dose prescription.
Collapse
Affiliation(s)
- Florian Janke
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- German Center for Lung Research (DZL), TLRC HeidelbergHeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
| | - Florian Stritzke
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
| | | | - Henrik Franke
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
| | - Arlou Kristina Angeles
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- German Center for Lung Research (DZL), TLRC HeidelbergHeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
| | - Anja Lisa Riediger
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Junior Clinical Cooperation Unit, Multiparametric Methods for Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ)HeidelbergGermany
- Department of UrologyUniversity Hospital HeidelbergHeidelbergGermany
- Faculty of BiosciencesHeidelberg UniversityHeidelbergGermany
| | - Simon Ogrodnik
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
| | - Sabrina Gerhardt
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
| | - Sebastian Regnery
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
| | - Philipp Schröter
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
| | - Lukas Bauer
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
| | - Katharina Weusthof
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
| | - Magdalena Görtz
- Junior Clinical Cooperation Unit, Multiparametric Methods for Early Detection of Prostate Cancer, German Cancer Research Center (DKFZ)HeidelbergGermany
- Department of UrologyUniversity Hospital HeidelbergHeidelbergGermany
| | - Semi Harrabi
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| | - Klaus Herfarth
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| | - Christian Neelsen
- Division of Radiology, German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Daniel Paech
- Division of Radiology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Department of NeuroradiologyBonn University HospitalBonnGermany
| | | | - Amir Abdollahi
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| | - Sebastian Adeberg
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
- Department of Radiotherapy and Radiation OncologyMarburg University HospitalMarburgGermany
- Marburg Ion‐Beam Therapy Center (MIT), Department of Radiotherapy and Radiation OncologyMarburg University HospitalMarburgGermany
- Universitäres Centrum für Tumorerkrankungen (UCT) FrankfurtMarburgGermany
| | - Jürgen Debus
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ)HeidelbergGermany
- German Center for Lung Research (DZL), TLRC HeidelbergHeidelbergGermany
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| | - Thomas Held
- National Center for Tumor Diseases (NCT)HeidelbergGermany
- Department of Radiation OncologyHeidelberg University HospitalHeidelbergGermany
- Heidelberg Institute of Radiation Oncology (HIRO)HeidelbergGermany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ)HeidelbergGermany
- Heidelberg Ion Beam Therapy Center (HIT)HeidelbergGermany
- German Cancer Consortium (DKTK)HeidelbergGermany
| |
Collapse
|
7
|
Zhong X, Ming Z, He H, Xiong Y, Wang S, Xia Q. A Highly Sensitive Methylation Assay for Prostate Cancer Diagnosis. World J Mens Health 2025; 43:43.e12. [PMID: 40034024 DOI: 10.5534/wjmh.240182] [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: 07/23/2024] [Revised: 10/08/2024] [Accepted: 11/17/2024] [Indexed: 03/05/2025] Open
Abstract
PURPOSE Prostate cancer is a prevalent malignancy among males, necessitating precise diagnosis for effective treatment and prognosis. However, there is a lack of accurate, reliable, and cost-effective methods for precise diagnosis of prostate cancer. MATERIALS AND METHODS The bisulfite-treated DNA was amplified by a blocker strand-assisted methylation-specific PCR method, and the signal was amplified by a guiding strand-assisted enzyme/probe detection system. On this basis, an Optimized DNA Methylation Detection Assay was developed. Fifty-five prostate cancer patients and 24 healthy patients were selected for blood/urine sample testing to evaluate the clinical value of the assay. RESULTS The experimental results showed that the detection limit of the Tri-Component Liquid Biopsy Assay reached 0.002%. Assays for six prostate cancer methylation variants were constructed and finally three sites, GSTP1, ADCY4, and HOXA7, were selected for the design of prostate cancer diagnostic panel. The differences in methylation were statistically significant. Additionally, evaluating this approach on liquid biopsies from prostate cancer patients, we obtained a sensitivity and specificity of 89% and 76% respectively. Meanwhile, the cost of a single test on this platform is about $7.5, and the testing time is only about 5 hours. CONCLUSIONS Here we have successfully developed a highly sensitive methylation assay for prostate cancer diagnosis that features both accuracy, efficiency, and low cost. Combined with the established detection panel, this method can realize accurate and non-invasive early diagnosis of prostate cancer, which substantially augments the pragmatic utility of liquid biopsy.
Collapse
Affiliation(s)
- Xingyu Zhong
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhihao Ming
- Department of Urology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Hunan Cancer Hospital, Changsha, China
| | - Haodong He
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yifan Xiong
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shaogang Wang
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Qidong Xia
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| |
Collapse
|
8
|
Niu S, Sun T, Wang M, Yao L, He T, Wang Y, Zhang H, Li X, Xu Y. Multiple time points for detecting circulating tumor DNA to monitor the response to neoadjuvant therapy in breast cancer: a meta-analysis. BMC Cancer 2025; 25:115. [PMID: 39844103 PMCID: PMC11752932 DOI: 10.1186/s12885-025-13526-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 01/15/2025] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND Not all breast cancer (BC) patients can benefit from neoadjuvant therapy (NAT). A poor response may result in patients missing the best opportunity for treatment, ultimately leading to a poor prognosis. Thus, to identify an effective predictor that can assess and predict patient response at early time points, we focused on circulating tumor DNA (ctDNA), which is a vital noninvasive liquid biopsy biomarker. We performed a meta-analysis to explore the predictive value of response by monitoring ctDNA at four time points of NAT using pathologic complete response (pCR) and residual cancer burden (RCB). METHODS By searching Embase, PubMed, the Cochrane Library, and the Web of Science until December 24, 2023, we selected studies concerning the relationship between ctDNA and response or prognosis. We analysed the results at the following various time points: baseline (T0), first cycle of NAT (T1), mid-treatment (MT), and end of NAT (EOT). pCR and RCB were used to evaluate the response as the primary endpoint. The secondary endpoint was to investigate the relationship between ctDNA and prognosis. Odds ratios (ORs) and hazard ratios (HRs) were used as effect indicators. RESULTS Thirteen reports from twelve studies were eligible for inclusion in this meta-analysis. The results demonstrated that ctDNA negativity was associated with pCR at T1 (OR = 0.34; 95% CI: 0.21-0.57), MT (OR = 0.35; 95% CI: 0.20-0.60), and EOT (OR = 0.38; 95% CI: 0.22-0.66). When RCB was used to evaluate responses, ctDNA negativity was associated with RCB-0/I at the MT (OR = 0.34; 95% CI: 0.21-0.55) and EOT (OR = 0.26; 95% CI: 0.15-0.46). Furthermore, ctDNA positivity at T1 predicted a worse prognosis for patients (HR = 2.73; 95% CI: 1.29-5.75). We also performed a subgroup analysis to more accurately assess the predictive value of ctDNA for triple-negative breast cancer. CONCLUSIONS Our meta-analysis suggested that the ctDNA status at the early stage of NAT can predict patient response, which provides evidence for adjusting personalized treatment strategies and improving patient survival. PROSPERO REGISTRATION NUMBER CRD42024496465.
Collapse
Affiliation(s)
- Shuyi Niu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Tie Sun
- The Third Department of General Surgery, People's Hospital of China Medical University (Liaoning Provincial People's Hospital), Shenyang, Liaoning, 110001, China
| | - Mozhi Wang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Litong Yao
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Tianyi He
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Yusong Wang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Hengjun Zhang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Xiang Li
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China.
| | - Yingying Xu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, 110001, China.
| |
Collapse
|
9
|
Liu L, Hou S, Zhu A, Yan B, Li L, Song D. The prognostic value of circulating tumor DNA in malignant melanoma patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Front Immunol 2025; 15:1520441. [PMID: 39896816 PMCID: PMC11782251 DOI: 10.3389/fimmu.2024.1520441] [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: 11/06/2024] [Accepted: 12/30/2024] [Indexed: 02/04/2025] Open
Abstract
Background Circulating tumor DNA (ctDNA) is an emerging biomarker in malignant melanoma(MM), and high levels of ctDNA may reflect a higher tumor load. However, its prognostic value for MM receiving immune checkpoint inhibitors(ICI) remains controversial. This meta-analysis aimed to elucidate the prognostic significance of ctDNA in this patient population. Methods We conducted a comprehensive search of the PubMed, Cochrane Library, CNKI, and EMBASE databases, including studies published up to August 15, 2024, to investigate the prognostic impact of ctDNA in MM patients treated with ICI. Using a fixed-effects model, we systematically evaluated the association between ctDNA levels and key survival outcomes, including overall survival (OS) and progression-free survival (PFS). Additionally, funnel plots, Begg's test, and Egger's test were employed to assess potential publication bias. Results Twelve studies from eleven articles, involving a total of 1063 eligible MM patients receiving ICI therapy, were included. The results indicated that patients with detectable ctDNA before initiating ICI therapy had significantly poorer OS (HR = 3.19, 95% CI = 2.22-4.58, P < 0.001) and PFS (HR = 2.08, 95% CI = 1.61-2.69, P < 0.001). Furthermore, the detectability of ctDNA during treatment was also significantly associated with worse OS (HR = 4.57, 95% CI = 3.03-6.91, P < 0.001) and PFS (HR = 3.79, 95% CI = 2.13-6.75, P < 0.001). Conclusions This meta-analysis indicates that in MM patients receiving ICI therapy, detectable and high levels of ctDNA are significantly associated with poorer OS and PFS. Therefore, ctDNA can serve as a diagnostic and stratification tool prior to treatment, as well as an effective indicator for monitoring treatment response and disease progression. Systematic Review Registration www.inplasy.com, identifier INPLASY2024110018.
Collapse
Affiliation(s)
- Lei Liu
- Department of Neurology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Shufu Hou
- Department of Gastrointestinal Surgery, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Aiping Zhu
- Department of Neurology, Shandong Second Provincial General Hospital, Jinan, China
| | - Bing Yan
- Department of Gastrointestinal Surgery, Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Linchuan Li
- Department of General Surgery, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
| | - Dandan Song
- Department of Neurology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| |
Collapse
|
10
|
Hitchen N, Shahnam A, Tie J. Circulating Tumor DNA: A Pan-Cancer Biomarker in Solid Tumors with Prognostic and Predictive Value. Annu Rev Med 2025; 76:207-223. [PMID: 39570664 DOI: 10.1146/annurev-med-100223-090016] [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] [Indexed: 11/22/2024]
Abstract
Circulating tumor DNA (ctDNA), often referred to as a liquid biopsy, represents a promising biomarker in the management of both localized and advanced solid tumors. It has garnered significant attention due to its potential to inform prognosis and guide therapeutic decisions. The clinical utility of ctDNA spans early cancer detection, minimal residual disease identification, recurrence surveillance, treatment monitoring, and precision oncology treatment decision-making in the advanced setting. Unlike conventional radiological assessments, the short half-life of ctDNA allows for more timely insights into disease dynamics. Several technological approaches are available to measure ctDNA, including next-generation sequencing and droplet digital polymerase chain reaction, although their clinical accuracy depends on multiple biological and technical factors. This review evaluates current evidence surrounding ctDNA's utility in early and advanced solid tumors.
Collapse
Affiliation(s)
- Nadia Hitchen
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia;
| | - Adel Shahnam
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia;
| | - Jeanne Tie
- Division of Personalised Oncology, The Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia;
| |
Collapse
|
11
|
Hu J, Ke J, Xu S, Pei L, Cao L, Zhou H, Zhu X. The combination of focal breast edema and adjacent vessel sign to assess the behavior of mass-type invasive ductal carcinoma. BMC Med Imaging 2024; 24:332. [PMID: 39639228 PMCID: PMC11622627 DOI: 10.1186/s12880-024-01518-8] [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: 08/05/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND The objective of this study was to investigate the association between focal breast edema (FBE) and adjacent vessel sign (AVS) with tumor size, histologic grade, lymphovascular invasion, axillary lymph node status, Ki-67 index, and molecular subtype in breast cancer. These findings have provided valuable insights into the biological characteristics and prognosis of mass-type invasive ductal carcinoma (M-IDC). METHODS We retrospectively included patients with M-IDC between January 2016 and December 2021. FBE was evaluated using T2-weighted sequence. AVS was assessed using maximum-intensity projection images obtained using early dynamic contrast-enhanced magnetic resonance imaging. The breast peritumor score (BPS) was defined as follows: BPS 1, absence of both edema and AVS; BPS 2, AVS without edema; BPS 3, AVS with peritumoral edema; BPS 4, AVS with prepectoral edema; and BPS 5, AVS with subcutaneous edema. The correlation between different BPS scores and clinicopathological variables was examined using Kendall's tau-b correlation coefficient. The DeLong test was used to compare the performances of three clinicopathological models combined with peritumoral features (FBE, AVS, and BPS) in predicting luminal A-like M-IDC. RESULTS In 228 patients with M-IDC, BPS was positively correlated with tumor size, histologic grade, lymphovascular invasion, axillary lymph node status, Ki-67 index, and negatively correlated with estrogen receptor expression (all P < 0.05). Furthermore, BPS 1 was more likely to be present in patients with luminal A-like breast cancer (P < 0.001). Among the three prediction models, the clinicopathological model combined with the BPS model demonstrated superior diagnostic performance for luminal A-like breast cancer. CONCLUSIONS The BPS is a valuable, non-invasive biomarker for assessing the aggressiveness of M-IDC and can facilitate treatment planning.
Collapse
Affiliation(s)
- Juanjuan Hu
- Department of Radiology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, 100 Minjiang Avenue, Kecheng District, Quzhou, 324000, P.R. China
| | - Junli Ke
- Department of Radiology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, 100 Minjiang Avenue, Kecheng District, Quzhou, 324000, P.R. China
| | - Shufeng Xu
- Department of Radiology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, 100 Minjiang Avenue, Kecheng District, Quzhou, 324000, P.R. China
| | - Lei Pei
- Department of Radiology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, 100 Minjiang Avenue, Kecheng District, Quzhou, 324000, P.R. China
| | - Lulu Cao
- Department of Pathology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, P.R. China
| | - Huanhao Zhou
- Department of Breast Surgery, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, P.R. China
| | - Xisong Zhu
- Department of Radiology, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, 100 Minjiang Avenue, Kecheng District, Quzhou, 324000, P.R. China.
| |
Collapse
|
12
|
Tegeler CM, Hartkopf AD, Banys-Paluchowski M, Krawczyk N, Fehm T, Jaeger BAS. Circulating Tumor DNA in Early and Metastatic Breast Cance-Current Role and What Is Coming Next. Cancers (Basel) 2024; 16:3919. [PMID: 39682108 DOI: 10.3390/cancers16233919] [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: 09/15/2024] [Revised: 10/29/2024] [Accepted: 11/06/2024] [Indexed: 12/18/2024] Open
Abstract
The progress that has been made in recent years in relation to liquid biopsies in general and circulating tumor DNA (ctDNA) in particular can be seen as groundbreaking for the future of breast cancer treatment, monitoring and early detection. Cell-free DNA (cfDNA) consists of circulating DNA fragments released by various cell types into the bloodstream. A portion of this cfDNA, known as ctDNA, originates from malignant cells and carries specific genetic mutations. Analysis of ctDNA provides a minimally invasive method for diagnosis, monitoring response to therapy, and detecting the emergence of resistance. Several methods are available for the analysis of ctDNA, each with distinct advantages and limitations. Quantitative polymerase chain reaction is a well-established technique widely used due to its high sensitivity and specificity, particularly for detecting known mutations. In addition to the detection of individual mutations, multigene analyses were developed that could detect several mutations at once, including rarer mutations. These methods are complementary and can be used strategically depending on the clinical question. In the context of metastatic breast cancer, ctDNA holds particular promise as it allows for the dynamic monitoring of tumor evolution. Through ctDNA analysis, mutations in the ESR1 or PIK3CA genes, which are associated with therapy resistance, can be identified. This enables the early adjustment of treatment and has the potential to significantly enhance clinical outcome. The application of ctDNA in early breast cancer is an ongoing investigation. In (neo)adjuvant settings, there is preliminary data indicating that ctDNA can be used for therapy monitoring and risk stratification to decide on post-neoadjuvant strategies. In the monitoring of aftercare, the detection of ctDNA appears to be several months ahead of routine imaging. However, the feasibility of implementing this approach in a clinical setting remains to be seen. While the use of ctDNA as a screening method for the asymptomatic population would be highly advantageous due to its minimally invasive nature, the available data on its clinical benefit are still insufficient. Nevertheless, ctDNA represents the most promising avenue for fulfilling this potential future need.
Collapse
Affiliation(s)
- Christian Martin Tegeler
- Department of Obstetrics and Gynecology, University Hospital Tübingen, 72076 Tübingen, Germany
- Department of Peptide-Based Immunotherapy, Institute of Immunology, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Andreas Daniel Hartkopf
- Department of Obstetrics and Gynecology, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Maggie Banys-Paluchowski
- Department of Gynecology and Obstetrics, University Hospital Schleswig-Holstein, Campus Luebeck, 23538 Luebeck, Germany
| | - Natalia Krawczyk
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, 40225 Duesseldorf, Germany
- Center for Integrated Oncology (CIO) ABCD, 40225 Duesseldorf, Germany
| | - Tanja Fehm
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, 40225 Duesseldorf, Germany
- Center for Integrated Oncology (CIO) ABCD, 40225 Duesseldorf, Germany
| | - Bernadette Anna Sophia Jaeger
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, 40225 Duesseldorf, Germany
- Center for Integrated Oncology (CIO) ABCD, 40225 Duesseldorf, Germany
| |
Collapse
|
13
|
Tarantino P, Hortobagyi G, Tolaney SM, Mittendorf EA. Heterogeneity of Residual Disease After Neoadjuvant Systemic Therapy in Breast Cancer: A Review. JAMA Oncol 2024; 10:1578-1584. [PMID: 39264638 DOI: 10.1001/jamaoncol.2024.3679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
Importance Over the past 2 decades, systemic therapy for early-stage breast cancer has gradually moved from the adjuvant to the neoadjuvant setting. Administration of systemic therapy before surgery leads to potential improvements in surgical outcomes and allows for the assessment of the pathologic response to treatment. For patients with residual disease (RD), 3 adjuvant strategies have been shown to improve outcomes: (1) adjuvant trastuzumab emtansine for ERBB2-positive disease, (2) adjuvant capecitabine for triple-negative disease, and (3) adjuvant olaparib for patients with germline BRCA variants. Furthermore, studies are testing novel drugs in the postneoadjuvant setting. Given the potential to tailor adjuvant therapy based on the response to preoperative systemic therapy, recognizing the complexities of response to neoadjuvant therapy and moving beyond the binary paradigm of RD vs experiencing a pathologic complete response is becoming increasingly necessary. Observations Novel antibody-drug conjugates, anti-ERBB2 tyrosine kinase inhibitors, and immune checkpoint inhibitors are being evaluated as additional rescue options in phase 3 trials for patients with RD after neoadjuvant treatment. Concomitantly, the prognostic role of RD has been refined by the introduction of the residual cancer burden. In addition, the genomic landscape of RD has been found to be associated with long-term prognosis, as has the immune background of the disease evaluated via the presence of tumor-infiltrating lymphocytes. Lastly, the dynamics of circulating tumor DNA may allow for further improvement in prognostication by understanding which patients harbor detectable minimal RD. Conclusions and Relevance Escalating adjuvant treatment has led to meaningful survival improvements among patients with breast cancer and RD after neoadjuvant therapy. Uncovering the anatomic and biological intricacies of RD will allow for increased precision in postneoadjuvant treatments, moving beyond the binary paradigm of RD vs pathologic complete response, toward more tailored rescue strategies in the adjuvant setting.
Collapse
Affiliation(s)
- Paolo Tarantino
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Gabriel Hortobagyi
- Department of Breast Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - Sara M Tolaney
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Elizabeth A Mittendorf
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts
| |
Collapse
|
14
|
Ge Q, Zhang ZY, Li SN, Ma JQ, Zhao Z. Liquid biopsy: Comprehensive overview of circulating tumor DNA (Review). Oncol Lett 2024; 28:548. [PMID: 39319213 PMCID: PMC11420644 DOI: 10.3892/ol.2024.14681] [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: 06/21/2024] [Accepted: 08/29/2024] [Indexed: 09/26/2024] Open
Abstract
Traditional tumor diagnosis methods rely on tissue biopsy, which can be invasive and unsuitable for long-term monitoring of tumor dynamics. The advent of liquid biopsy has notably improved the overall management of patients with cancer. Liquid biopsy techniques primarily involve detection of circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA). The present review focuses on ctDNA because of its significance in tumor diagnosis, monitoring and treatment. The use of ctDNA-based liquid biopsy offers several advantages, including non-invasive or minimally invasive collection methods, the ability to conduct repeated assessment and comprehensive insights into tumor biology. It serves crucial roles in disease management by facilitating screening of high-risk patients, dynamically monitoring therapeutic responses and diagnosis. Furthermore, ctDNA can be used to demonstrate pseudo-progression, monitor postoperative tumor status and guide adaptive treatment plans. The present study provides a comprehensive review of ctDNA, exploring its origins, metabolism, detection methods, clinical role and the current challenges associated with its application.
Collapse
Affiliation(s)
- Qian Ge
- Graduate School, Xi'an Medical University, Xi'an, Shaanxi 710000, P.R. China
| | - Zhi-Yun Zhang
- Graduate School, Shaanxi University of Chinese Medicine, Xianyang, Shaanxi 712046, P.R. China
| | - Suo-Ni Li
- Department of Internal Medicine, Shaanxi Provincial Cancer Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Jie-Qun Ma
- Department of Internal Medicine, Shaanxi Provincial Cancer Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Zheng Zhao
- Department of Internal Medicine, Shaanxi Provincial Cancer Hospital, Xi'an, Shaanxi 710000, P.R. China
| |
Collapse
|
15
|
Hirmas N, Holtschmidt J, Loibl S. Shifting the Paradigm: The Transformative Role of Neoadjuvant Therapy in Early Breast Cancer. Cancers (Basel) 2024; 16:3236. [PMID: 39335206 PMCID: PMC11430607 DOI: 10.3390/cancers16183236] [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: 09/05/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
The use of neoadjuvant systemic therapy (NST) has become increasingly important in the treatment of breast cancer because of its various advantages. These include the ability to downstage tumors without compromising locoregional control and the potential to obtain valuable information about clinical and biological response to therapy with implications for individual prognoses. Surgical response assessment paves the way for response-adapted therapy, and pathological complete response (pCR; defined as ypT0/is ypN0) serves as an additional endpoint for drug development trials. Recommended NST regimens commonly consist of anthracyclines and taxane, with dose-dense anthracyclines and weekly paclitaxel often preferred, whenever feasible. For patients with human epidermal growth factor receptor-2 (HER2)-positive tumors, dual anti-HER2 therapy (trastuzumab and pertuzumab) is indicated together with NST in case of elevated risk of recurrence. For patients with triple-negative breast cancer (TNBC), adding carboplatin to NST correlates with improved pCR and survival rates, as does the addition of immune checkpoint inhibitors. For hormone receptor (HR)-positive/HER2-negative cancers, emerging data on NST including immune checkpoint inhibitors may elevate the significance of NST in high-risk luminal breast cancer. Here, we present a synthesis of the results from neoadjuvant clinical trials that aim at optimizing treatment options for patients with high-risk breast cancer.
Collapse
Affiliation(s)
- Nader Hirmas
- German Breast Group, 63263 Neu-Isenburg, Germany
| | | | - Sibylle Loibl
- German Breast Group, 63263 Neu-Isenburg, Germany
- Faculty of Medicine, Goethe University Frankfurt, 60590 Frankfurt, Germany
| |
Collapse
|
16
|
Ghiyasimoghaddam N, Shayan N, Mirkatuli HA, Baghbani M, Ameli N, Ashari Z, Mohtasham N. Does circulating tumor DNA apply as a reliable biomarker for the diagnosis and prognosis of head and neck squamous cell carcinoma? Discov Oncol 2024; 15:427. [PMID: 39259454 PMCID: PMC11390992 DOI: 10.1007/s12672-024-01308-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 09/03/2024] [Indexed: 09/13/2024] Open
Abstract
Oral cavity cancer is the most common type of head and neck cancer. There is no definitive standard diagnosis, prognosis, or treatment response biomarker panel based on simple, specific, non-invasive, and reliable methods for head and neck squamous cell carcinoma (HNSCC) patients. On the other hand, the frequent post-treatment biopsies make it challenging to discriminate residual disease or recurrent tumors following postoperative reparative and post-radiation changes. Saliva, blood plasma, and serum samples were commonly used to monitor HNSCC through liquid biopsies. Based on the evidence, the most prominent molecular-based fluid biomarker, such as circulating tumor DNA (ctDNA), has potential applications for early cancer diagnosis, screening, patient management, and surveillance. ctDNA showed genomic and epigenomic changes and the status of human papillomavirus (HPV) with the real-time monitoring of tumor status through cancer therapy. Due to the intra and inter-tumor heterogeneity of tumor cells like cancer stem cells (CSCs) and tumor microenvironment (TME) in HNSCC, the tiny tissue biopsy cannot reflect all genomic and transcriptomic abnormality. Most liquid biopsies are applied to detect circulating molecular biomarkers consisting of cell-free DNA (cfDNA), ctDNA, microRNA, mRNA, and exosome for monitoring tumor progression. Based on the results of previous studies, liquid biopsy can be applied for comprehensive multi-omic discovery by assessing the predictive value of ctDNA in both early and advanced cancers. Liquid biopsy can be used to evaluate molecular signature profiles in HNSCC patients, with great potential to help in early diagnosis, prognosis, surveillance, and treatment monitoring of tumors. These happen by designing longitudinal extensive cohort studies and the utility of organoid technology that promotes the context of personalized and precision cancer medicine.
Collapse
Affiliation(s)
- Negin Ghiyasimoghaddam
- Department of Emergency Medicine, Bohlool Hospital, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Navidreza Shayan
- Department of Medical Sciences, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | | | | | - Nima Ameli
- Sinus and Surgical Endoscopic Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zeynab Ashari
- Department of Cellular and Molecular (Genetic), Faculty of Biology, Qom Branch, Islamic Azad University, Qom, Iran
| | - Nooshin Mohtasham
- Oral and Maxillofacial Diseases Research Center, Mashhad University of Medical Sciences, P.O. Box: 9177948959, Mashhad, Iran.
| |
Collapse
|
17
|
Alsaab HO, Alzahrani MS, Bahauddin AA, Almutairy B. Circulating tumor DNA (ctDNA) application in investigation of cancer: Bench to bedside. Arch Biochem Biophys 2024; 758:110066. [PMID: 38906310 DOI: 10.1016/j.abb.2024.110066] [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: 04/10/2024] [Revised: 06/02/2024] [Accepted: 06/18/2024] [Indexed: 06/23/2024]
Abstract
Now, genomics forms the core of the precision medicine concept. Comprehensive investigations of tumor genomes have made it possible to characterize tumors at the molecular level and, specifically, to identify the fundamental processes that cause condition. A variety of kinds of tumors have seen better outcomes for patients as a result of the development of novel medicines to tackle these genetic-driving processes. Since therapy may exert selective pressure on cancers, non-invasive methods such as liquid biopsies can provide the opportunity for rich reservoirs of crucial and real-time genetic data. Liquid biopsies depend on the identification of circulating cells from tumors, circulating tumor DNA (ctDNA), RNA, proteins, lipids, and metabolites found in patient biofluids, as well as cell-free DNA (cfDNA), which exists in those with cancer. Although it is theoretically possible to examine biological fluids other than plasma, such as pleural fluid, urine, saliva, stool, cerebrospinal fluid, and ascites, we will limit our discussion to blood and solely cfDNA here for the sake of conciseness. Yet, the pace of wider clinical acceptance has been gradual, partly due to the increased difficulty of choosing the best analysis for the given clinical issue, interpreting the findings, and delaying proof of value from clinical trials. Our goal in this review is to discuss the current clinical value of ctDNA in cancers and how clinical oncology systems might incorporate procedures for ctDNA testing.
Collapse
Affiliation(s)
- Hashem O Alsaab
- Department of Pharmaceutics and Pharmaceutical Technology, Taif University, Taif, 21944, Saudi Arabia.
| | - Mohammad S Alzahrani
- Department of Clinical Pharmacy, College of Pharmacy, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia.
| | - Ammar A Bahauddin
- Department of Pharmacology and Toxicology, College of Pharmacy, Taibah University, Medina Al-Munawarah, Saudi Arabia.
| | - Bandar Almutairy
- Department of Pharmacology, College of Pharmacy, Shaqra University, Shaqra 11961, Saudi Arabia.
| |
Collapse
|
18
|
Testing new anticancer drugs before curative locoregional therapies: MDICT 2024 recommendations. ESMO Open 2024; 9:103649. [PMID: 39059061 PMCID: PMC11338105 DOI: 10.1016/j.esmoop.2024.103649] [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: 05/29/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 07/28/2024] Open
Abstract
Advances in the treatment of cancer have resulted in improved outcomes for patients, but improving the cure rate is a major unmet need. While testing new anticancer drugs in the earliest settings may be attractive as the chance of benefit may be greatest, it is also a setting where researchers must ensure patients are not harmed, by either over or undertreatment, or denial of timely standard curative treatments. The Methodology for the Development of Innovative Cancer Therapies Taskforce (MDICT) meets immediately before the ESMO-Targeted Anticancer Therapies (ESMO-TAT) meeting, usually held annually in Paris, France, to address questions that are considered important for early academic clinical trials. The focus of the MDICT 2024 was on early, signal-seeking phase clinical trials of new drugs conducted in the neoadjuvant (NEO) setting (NEO-ECTs) rather than pivotal confirmatory NEO trials (NEO-CONFs), which are typically phase III in design. Recommendations encompass four key concepts: patient engagement, reviewing risk-benefit ratio and clinical/ethical equipoise, the requirement for a randomization to reduce bias and allow robust conclusions to be drawn, and the selection of appropriate endpoints. The careful design of NEO-ECTs will allow the testing of new anticancer treatments in earlier disease settings where activity is hoped to result in higher cure rates, while also ensuring that patients are not harmed by delays to curative/definitive treatments nor by long-term or late-onset toxicity and morbidity. Additional research and investigation are required to further define and refine robust endpoints for use in this setting, including imaging, tissue and blood based endpoints.
Collapse
|
19
|
Valenza C, Trapani D, Loibl S, Chia SKL, Burstein HJ, Curigliano G. Optimizing Postneoadjuvant Treatment in Patients With Early Breast Cancer Achieving Pathologic Complete Response. J Clin Oncol 2024; 42:2372-2376. [PMID: 38569132 DOI: 10.1200/jco.23.01935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 12/03/2023] [Accepted: 01/22/2024] [Indexed: 04/05/2024] Open
Abstract
pCR should be integrated with other prognostic factors to optimize postneoadjuvant treatments in BC.
Collapse
Affiliation(s)
- Carmine Valenza
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Dario Trapani
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Sibylle Loibl
- Center for Hematology and Oncology Bethanien, Frankfurt, Germany
| | | | - Harold J Burstein
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA
- Harvard Medical School, Boston, MA
| | - Giuseppe Curigliano
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| |
Collapse
|
20
|
Theparee T, Akroush M, Sabatini LM, Wang V, Mangold KA, Joseph N, Stocker SJ, Freedman A, Helseth DL, Talamonti MS, Kaul KL. Cell free DNA in patients with pancreatic adenocarcinoma: clinicopathologic correlations. Sci Rep 2024; 14:15744. [PMID: 38977725 PMCID: PMC11231234 DOI: 10.1038/s41598-024-65562-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 06/20/2024] [Indexed: 07/10/2024] Open
Abstract
Detection of circulating tumor DNA (ctDNA) from plasma cell free DNA (cfDNA) has shown promise for diagnosis, therapeutic targeting, and prognosis. This study explores ctDNA detection by next generation sequencing (NGS) and associated clinicopathologic factors in patients with pancreatic adenocarcinoma (PDAC). Patients undergoing surgical exploration or resection of pancreatic lesions were enrolled with informed consent. Plasma samples (4-6 ml) were collected prior to surgery and cfDNA was recovered from 95 plasma samples. Adequate cfDNA for NGS (20 ng) was obtained from 81 patients. NGS was performed using the Oncomine Lung cfDNA assay on the Ion Torrent S5 sequencing platform. Twenty-five patients (30.9%) had detectable mutations in KRAS and/or TP53 with allele frequencies ranging from 0.05 to 8.5%, while mutations in other genes were detected less frequently and always along with KRAS or TP53. Detectable ctDNA mutations were more frequent in patients with poorly differentiated tumors, and patients without detectable ctDNA mutations showed longer survival (medians of 10.5 months vs. 18 months, p = 0.019). The detection of circulating tumor DNA in pancreatic adenocarcinomas is correlated with worse survival outcomes.
Collapse
Affiliation(s)
- Talent Theparee
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
- Department of Pathology, Chulalongkorn University Faculty of Medicine, Bangkok, Thailand
| | - Michael Akroush
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Linda M Sabatini
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Vivien Wang
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Kathy A Mangold
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Nora Joseph
- Department of Pathology, University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Susan Jane Stocker
- Department of Surgery, NorthShore University Health System, Evanston, IL, USA
| | - Alexa Freedman
- Northwestern University School of Medicine, Chicago, IL, USA
| | - Donald L Helseth
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Mark S Talamonti
- Department of Surgery, NorthShore University Health System, Evanston, IL, USA
| | - Karen L Kaul
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA.
| |
Collapse
|
21
|
Zhang H, Jin T, Peng Y, Luan S, Li X, Xiao X, Yuan Y. Association between plasma circulating tumor DNA and the prognosis of esophageal cancer patients: a meta-analysis. Int J Surg 2024; 110:4370-4381. [PMID: 38526514 PMCID: PMC11254190 DOI: 10.1097/js9.0000000000001373] [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: 12/27/2023] [Accepted: 03/11/2024] [Indexed: 03/26/2024]
Abstract
BACKGROUND The application of liquid biopsy analysis utilizing circulating tumor DNA (ctDNA) has gained prominence as a biomarker in specific cancer types. Nevertheless, the correlation between ctDNA and the prognostic outcomes of patients with esophageal cancer (EC) remains a subject of controversy. This meta-analysis aims to assess the correlation between ctDNA and the prognosis of EC patients. METHODS The authors systematically explored Embase, PubMed, and the Cochrane Database to identify studies reporting on the prognostic value of ctDNA in EC patients before November 2023. The primary outcome involved the determine of associations between ctDNA with overall survival (OS), disease-free survival (DFS)/recurrence-free survival (RFS), as well asprogression-free survival (PFS) among EC patients. Secondary outcomes encompassed a detailed subgroup analysis in the setting of EC, including parameters such as detection time, histological subtypes, treatment modalities, regions, anatomic locations, and detection methods. Publication bias was assessed utilizing Begg's test, Egger's test, and funnel plots. A sensitivity analysis was conducted by systematically excluding individual studies to evaluate the stability of the results. RESULTS A total of 1203 studies were initially screened, from which 13 studies underwent further analysis, encompassing 604 patients diagnosed with EC. The comprehensive pooled analysis indicated a significant association between the detection of ctDNA and poor OS (HR: 3.65; 95% CI: 1.97-6.75, P <0.001), DFS/RFS (HR: 6.08; 95% CI: 1.21-30.50, P <0.001), and PFS (HR: 2.84; 95% CI: 1.94-4.16, P <0.001). Subgroup analysis showed that ctDNA remained a consistent negative predictor of OS when stratified by different detection time, histological subtypes, regions, anatomic locations, and detection methods. Furthermore, subgroup analysis stratified by regions and study types demonstrated an association between ctDNA detection and poor PFS in EC patients. CONCLUSION Our results indicate plasma ctDNA may serve as robust prognostic markers for OS, DFS/RFS, and PFS among EC patients. This finding suggests that plasma ctDNA could offer a highly effective approach for risk stratification and personalized medicine.
Collapse
Affiliation(s)
- Haowen Zhang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| | - Tao Jin
- Gastric Cancer Center, West China Hospital, Sichuan University, People’s Republic of China; Laboratory of Gastric Cancer, State Key Laboratory of Biotherapy/Collaborative Innovation Center of Biotherapy and Cancer Center, West China Hospital, Sichuan University, People’s Republic of China
| | - Yuhao Peng
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| | - Siyuan Luan
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| | - Xiaokun Li
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| | - Xin Xiao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| | - Yong Yuan
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University
| |
Collapse
|
22
|
Panet F, Papakonstantinou A, Borrell M, Vivancos J, Vivancos A, Oliveira M. Use of ctDNA in early breast cancer: analytical validity and clinical potential. NPJ Breast Cancer 2024; 10:50. [PMID: 38898045 PMCID: PMC11187121 DOI: 10.1038/s41523-024-00653-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 06/01/2024] [Indexed: 06/21/2024] Open
Abstract
Circulating free tumor DNA (ctDNA) analysis is gaining popularity in precision oncology, particularly in metastatic breast cancer, as it provides non-invasive, real-time tumor information to complement tissue biopsies, allowing for tailored treatment strategies and improved patient selection in clinical trials. Its use in early breast cancer has been limited so far, due to the relatively low sensitivity of available techniques in a setting characterized by lower levels of ctDNA shedding. However, advances in sequencing and bioinformatics, as well as the use of methylome profiles, have led to an increasing interest in the application of ctDNA analysis in early breast cancer, from screening to curative treatment evaluation and minimal residual disease (MRD) detection. With multiple prospective clinical trials in this setting, ctDNA evaluation may become useful in clinical practice. This article reviews the data regarding the analytical validity of the currently available tests for ctDNA detection and the clinical potential of ctDNA analysis in early breast cancer.
Collapse
Affiliation(s)
- François Panet
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Lady Davis Institute, Jewish General Hospital, Montréal, QC, Canada
| | - Andri Papakonstantinou
- Department of Oncology-Pathology, Karolinska Institute, Stockholm, Sweden
- Department of Breast, Endocrine Tumors and Sarcomas, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden
| | - Maria Borrell
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Hospital, Barcelona, Spain
| | - Joan Vivancos
- Cancer Genomics Group, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Group, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Mafalda Oliveira
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.
- Medical Oncology Department, Vall d'Hebron Hospital, Barcelona, Spain.
| |
Collapse
|
23
|
Magbanua MJM, Ahmed Z, Sayaman RW, Swigart LB, Hirst GL, Yau C, Wolf DM, Li W, Delson AL, Perlmutter J, Pohlmann P, Symmans WF, Yee D, Hylton NM, Esserman LJ, DeMichele AM, Rugo HS, van ‘t Veer LJ. Cell-free DNA Concentration as a Biomarker of Response and Recurrence in HER2-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy. Clin Cancer Res 2024; 30:2444-2451. [PMID: 38470545 PMCID: PMC11147708 DOI: 10.1158/1078-0432.ccr-23-2928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 12/08/2023] [Accepted: 03/08/2024] [Indexed: 03/14/2024]
Abstract
PURPOSE We previously demonstrated the clinical significance of circulating tumor DNA (ctDNA) in patients with HER2-negative breast cancer receiving neoadjuvant chemotherapy (NAC). Here, we compared its predictive and prognostic value with cell-free DNA (cfDNA) concentration measured in the same samples from the same patients. EXPERIMENTAL DESIGN 145 patients with hormone receptor (HR)-positive/HER2-negative and 138 triple-negative breast cancer (TNBC) with ctDNA data from a previous study were included in the analysis. Associations of serial cfDNA concentration with residual cancer burden (RCB) and distant recurrence-free survival (DRFS) were examined. RESULTS In TNBC, we observed a modest negative correlation between cfDNA concentration 3 weeks after treatment initiation and RCB, but none of the other timepoints showed significant correlation. In contrast, ctDNA was significantly positively correlated with RCB at all timepoints (all R > 0.3 and P < 0.05). In the HR-positive/HER2-negative group, cfDNA concentration did not associate with response to NAC, but survival analysis showed that high cfDNA shedders at pretreatment had a significantly worse DRFS than low shedders (hazard ratio, 2.12; P = 0.037). In TNBC, the difference in survival between high versus low cfDNA shedders at all timepoints was not statistically significant. In contrast, as previously reported, ctDNA at all timepoints was significantly correlated with DRFS in both subtypes. CONCLUSIONS In TNBC, cfDNA concentrations during therapy were not strongly correlated with response or prognosis. In the HR-positive/HER2-negative group, pretreatment cfDNA concentration was prognostic for DRFS. Overall, the predictive and prognostic value of cfDNA concentration was more limited than that of ctDNA.
Collapse
Affiliation(s)
- Mark Jesus M. Magbanua
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| | - Ziad Ahmed
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| | - Rosalyn W. Sayaman
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| | - Lamorna Brown Swigart
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| | - Gill L. Hirst
- Department of Surgery, University of California San Francisco, San Francisco, USA
| | - Christina Yau
- Department of Surgery, University of California San Francisco, San Francisco, USA
| | - Denise M. Wolf
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| | - Wen Li
- Department of Radiology, University of California San Francisco, San Francisco, USA
| | - Amy L. Delson
- Breast Science Advocacy Core, University of California San Francisco, San Francisco, USA
| | - Jane Perlmutter
- Breast Science Advocacy Core, University of California San Francisco, San Francisco, USA
| | - Paula Pohlmann
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - W. Fraser Symmans
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, USA
| | - Douglas Yee
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis, USA
| | - Nola M. Hylton
- Department of Radiology, University of California San Francisco, San Francisco, USA
| | - Laura J. Esserman
- Department of Surgery, University of California San Francisco, San Francisco, USA
| | - Angela M. DeMichele
- Division of Hematology/Oncology, University of Pennsylvania, Philadelphia, USA
| | - Hope S. Rugo
- Division of Hematology/Oncology, University of California San Francisco, San Francisco, USA
| | - Laura J. van ‘t Veer
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, USA
| |
Collapse
|
24
|
Liu H, Chen J, Huang Y, Zhang Y, Ni Y, Xu N, Zhao F, Tang Y, Liu H, Sun G, Shen P, Liu Z, Huang J, Liao B, Zeng H. Prognostic significance of circulating tumor DNA in urothelial carcinoma: a systematic review and meta-analysis. Int J Surg 2024; 110:3923-3936. [PMID: 38573063 PMCID: PMC11175790 DOI: 10.1097/js9.0000000000001372] [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: 10/27/2023] [Accepted: 03/11/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) has emerged as a noninvasive technique that provides valuable insights into molecular profiles and tumor disease management. This study aimed to evaluate the prognostic significance of circulating tumor DNA (ctDNA) in urothelial carcinoma (UC) through a systematic review and meta-analysis. METHODS A comprehensive search was conducted in MEDLINE, EMBASE, and the Cochrane Library from the inception to December 2023. Studies investigating the prognostic value of ctDNA in UC were included. Hazard ratios (HRs) of disease-free survival (DFS) and overall survival (OS) were extracted. Overall meta-analysis and subgroup exploration stratified by metastatic status, ctDNA sampling time, treatment type, and detection method was performed using the R software (version 4.2.2). RESULTS A total of 16 studies with 1725 patients were included. Fourteen studies assessed the association between baseline ctDNA status and patient outcomes. Patients with elevated ctDNA levels exhibited significantly worse DFS (HR=6.26; 95% CI: 3.71-10.58, P <0.001) and OS (HR=4.23; 95% CI: 2.72-6.57, P <0.001) regardless of metastatic status, ctDNA sampling time, treatment type, and detection methods. Six studies evaluated the prognostic value of ctDNA dynamics in UC. Patients who showed a decrease or clearance in ctDNA levels during treatment or observation demonstrated more favorable DFS (HR=0.26, 95% CI: 0.17-0.41, P <0.001) and OS (HR=0.21, 95% CI: 0.11-0.38, P <0.001) compared to those who did not. The association remained consistent across the subgroup analysis based on metastatic status and detection methods. In the immune checkpoint inhibitor-treated setting, both lower baseline ctDNA level and ctDNA decrease during the treatment were significantly associated with more favorable oncologic outcomes. Furthermore, specific gene mutations such as FGFR3 identified in ctDNA also demonstrated predictive value in UC patients. CONCLUSION This meta-analysis demonstrates a strong association of ctDNA status and its dynamic change with survival outcomes in UC, suggesting substantial clinical utility of ctDNA testing in prognosis prediction and decision making in this setting.
Collapse
Affiliation(s)
- Haoyang Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Junru Chen
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Yuchen Huang
- Department of Cardiothoracic Surgery, West China Hospital, Sichuan University
| | - Yaowen Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Yuchao Ni
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Nanwei Xu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Fengnian Zhao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Yanfeng Tang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Haolin Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Guangxi Sun
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Pengfei Shen
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Zhenhua Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Jin Huang
- Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Banghua Liao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| | - Hao Zeng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University
| |
Collapse
|
25
|
Gao L, Medford A, Spring L, Bar Y, Hu B, Jimenez R, Isakoff SJ, Bardia A, Peppercorn J. Searching for the "Holy Grail" of breast cancer recurrence risk: a narrative review of the hunt for a better biomarker and the promise of circulating tumor DNA (ctDNA). Breast Cancer Res Treat 2024; 205:211-226. [PMID: 38355821 DOI: 10.1007/s10549-024-07253-6] [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: 08/14/2023] [Accepted: 01/08/2024] [Indexed: 02/16/2024]
Abstract
BACKGROUND This paper is a narrative review of a major clinical challenge at the heart of breast cancer care: determining which patients are at risk of recurrence, which require systemic therapy, and which remain at risk in the survivorship phase of care despite initial therapy. METHODS We review the literature on prognostic and predictive biomarkers in breast cancer with a focus on detection of minimal residual disease. RESULTS While we have many tools to estimate and refine risk that are used to individualize local and systemic therapy, we know that we continue to over treat many patients and undertreat others. Many patients also experience what is, at least in hindsight, needless fear of recurrence. In this review, we frame this dilemma for the practicing breast oncologist and discuss the search for what we term the "holy grail" of breast cancer evaluation: the ideal biomarker of residual distant disease. We review the history of attempts to address this problem and the up-to-date science on biomarkers, circulating tumor cells and circulating tumor DNA (ctDNA). CONCLUSION This review suggests that the emerging promise of ctDNA may help resolve a crticical dilemma at the heart of breast cancer care, and improve prognostication, treatment selection, and outcomes for patients with breast cancer.
Collapse
Affiliation(s)
- Lucy Gao
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Arielle Medford
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Laura Spring
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Yael Bar
- Massachusetts General Hospital, Boston, MA, USA
| | - Bonnie Hu
- Massachusetts General Hospital, Boston, MA, USA
| | - Rachel Jimenez
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Steven J Isakoff
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Aditya Bardia
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jeffrey Peppercorn
- Massachusetts General Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
26
|
Kambayashi S, Ono N, Tone T, Baba K, Okuda M. Plasma cell-free DNA in canine lymphoma patients as a novel material for genotyping. Vet Comp Oncol 2024; 22:303-309. [PMID: 38287199 DOI: 10.1111/vco.12961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 12/25/2023] [Accepted: 12/27/2023] [Indexed: 01/31/2024]
Abstract
Canine lymphoma is a disease with high morbidity and poor long-term prognosis, despite a high response rate to chemotherapy. In this study, we focused on liquid biopsy, in which small amounts of substances from body fluids were analysed, to determine whether cell-free DNA (cfDNA) in the plasma can be used as a biomarker for lymphoma in dogs. We found that 23 patients with lymphoma had significantly higher cfDNA concentrations than the 12 healthy dogs (median 2360 ng/mL versus 299 ng/mL, p < .0001). Polymerase chain reaction for antigen receptor rearrangement (PARR) was also employed using cfDNA from the lymphoma group to investigate whether cfDNA could be used for the detection of genetic clonality of lymphomas, as well as the genomic DNA (gDNA) extracted from an original lesion in each case. The correlation of the PARR results between cfDNA and gDNA was observed in 100% of B-cell lymphomas (10/10), 77.8% of T-cell lymphomas (7/9), and 100% of other types of lymphomas (4/4), respectively. These results indicate that plasma cfDNA levels are increasing in canine lymphoma patients, that cfDNA concentration can be a novel diagnostic tool, and that it can be used as a diagnostic tool for PARR.
Collapse
Affiliation(s)
- Satoshi Kambayashi
- Department of Veterinary Internal Medicine, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
- Laboratory of Veterinary Internal Medicine, Joint Graduate School of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Nanae Ono
- Department of Veterinary Internal Medicine, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Tomofumi Tone
- Department of Veterinary Internal Medicine, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Kenji Baba
- Department of Veterinary Internal Medicine, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
- Laboratory of Veterinary Internal Medicine, Joint Graduate School of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| | - Masaru Okuda
- Department of Veterinary Internal Medicine, Joint Faculty of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
- Laboratory of Veterinary Internal Medicine, Joint Graduate School of Veterinary Medicine, Yamaguchi University, Yamaguchi, Japan
| |
Collapse
|
27
|
Guo N, Zhou Q, Zhang M, Chen X, Zeng B, Wu S, Zeng H, Wang M, Ma F, Sun F. The prognostic role of circulating tumor DNA across breast cancer molecular subtypes: A systematic review and meta-analysis. JOURNAL OF THE NATIONAL CANCER CENTER 2024; 4:153-161. [PMID: 39282586 PMCID: PMC11390625 DOI: 10.1016/j.jncc.2024.04.005] [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: 11/12/2023] [Revised: 04/07/2024] [Accepted: 04/21/2024] [Indexed: 09/19/2024] Open
Abstract
OBJECTIVE Circulating tumor DNA (ctDNA) is increasingly being used as a potential prognostic biomarker in cancer patients. We aimed to assess the prognostic value of ctDNA in different subtypes of breast cancer patients throughout the whole treatment cycle. MATERIALS AND METHODS PubMed, Web of Science, Embase, Cochrane Library, Scopus, and clinical trials.gov databases were searched from January 2016 to May 2022. The following search terms were used: ctDNA OR circulating tumor DNA AND breast cancer OR breast carcinoma. Only studies written in English were included. The following pre-specified criteria should be met for inclusion: (i) original articles, conference abstracts, etc.; (ii) patients with breast cancer; (iii) ctDNA measurement; and (iv) clinical outcome data such as recurrence-free survival (RFS) and overall survival (OS). The random-effects model was preferred considering the potential heterogeneity across studies. The main outcomes are ctDNA detection rate and postoperative long-term outcomes (RFS and OS). RESULTS A total of 24 studies were screened. At every measurement time, the ctDNA detection rate of the HR+ subgroup was similar to that of the HR- subgroup (P = 0.075; P = 0.458; P = 0.744; and P = 0.578), and the ctDNA detection rate of the HER2+ subgroup was similar to that of the HER2- subgroup (P = 0.805; P = 0.271; P = 0.807; and P = 0.703). In the HR+ subgroup, RFS and OS of ctDNA positive patients were similar to those of ctDNA negative patients (P = 0.589 and P = 0.110), while RFS and OS of the ctDNA positive group was significantly shorter than those of the ctDNA negative patients in the HR- subgroup (HR = 4.03, P < 0.001; HR = 3.21, P < 0.001). According to HER grouping, the results were the same as above. In the triple negative breast cancer (TNBC) subgroup, the RFS and OS of ctDNA-positive patients was significantly shorter than of the ctDNA negative patients before and after surgery. CONCLUSIONS ctDNA was more predictive of recurrence-free survival and overall survival in the HR- subgroup than in the HR+ subgroup, and the same result was showed in the HER2- subgroup vs. HER2+ subgroup. The prognosis of the TNBC subtype is closely related to ctDNA before and after surgery.
Collapse
Affiliation(s)
- Nana Guo
- Hebei Centers for Disease Control and Prevention, Shijiazhuang, China
| | - Qingxin Zhou
- Tianjin Centers for Disease Control and Prevention, Tianjin, China
| | - Meng Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Xiaowei Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Baoqi Zeng
- Department of Science and Education, Peking University Binhai Hospital, Tianjin, China
| | - Shanshan Wu
- Clinical Epidemiology and EBM Unit, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hongmei Zeng
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mopei Wang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Fei Ma
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
- Key Laboratory of Major Disease Epidemiology, Ministry of Education (Peking University), Beijing, China
| |
Collapse
|
28
|
Pang H, Yan M, Zhao Z, Chen L, Chen X, Chen Z, Sun H, Zhang Y. Laparoscopic versus open gastrectomy for nonmetastatic T4a gastric cancer: a meta-analysis of reconstructed individual participant data from propensity score-matched studies. World J Surg Oncol 2024; 22:143. [PMID: 38812025 PMCID: PMC11134691 DOI: 10.1186/s12957-024-03422-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 05/21/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND The applicability of laparoscopy to nonmetastatic T4a patients with gastric cancer remains unclear due to the lack of high-quality evidence. The purpose of this study was to compare the survival rates of laparoscopic gastrectomy (LG) versus open gastrectomy (OG) for these patients through a meta-analysis of reconstructed individual participant data from propensity score-matched studies. METHODS PubMed, Embase, Web of Science, Cochrane library and CNKI were examined for relevant studies without language restrictions through July 25, 2023. Individual participant data on overall survival (OS) and disease-free survival (DFS) were extracted from the published Kaplan-Meier survival curves. One-stage and two-stage meta-analyses were performed. In addition, data regarding surgical outcomes and recurrence patterns were also collected, which were meta-analyzed using traditional aggregated data. RESULTS Six studies comprising 1860 patients were included for analysis. In the one-stage meta-analyses, the results demonstrated that LG was associated with a significantly better DFS (Random-effects model: P = 0.027; Restricted mean survival time [RMST] up to 5 years: P = 0.033) and a comparable OS (Random-effects model: P = 0.135; RMST up to 5 years: P = 0.053) than OG for T4a gastric cancer patients. Two-stage meta-analyses resulted in similar results, with a 13% reduced hazard of cancer-related death (P = 0.04) and 10% reduced hazard of overall mortality (P = 0.11) in the LG group. For secondary outcomes, the pooled results showed an association of LG with less estimated blood loss, faster postoperative recovery and more retrieved lymph nodes. CONCLUSION Laparoscopic surgery for patients with nonmetastatic T4a disease is associated with a potential survival benefit and improved surgical outcomes.
Collapse
Affiliation(s)
- Huayang Pang
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Menghua Yan
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Zhou Zhao
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Lihui Chen
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Xiufeng Chen
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Zhixiong Chen
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Hao Sun
- Department of Gastrointestinal Cancer Center, Chongqing University Cancer Hospital, Chongqing, 400030, China.
| | - Yunyun Zhang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400030, China.
| |
Collapse
|
29
|
Xu J, Gao H, Guan X, Meng J, Ding S, Long Q, Yi W. Circulating tumor DNA: from discovery to clinical application in breast cancer. Front Immunol 2024; 15:1355887. [PMID: 38745646 PMCID: PMC11091288 DOI: 10.3389/fimmu.2024.1355887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 04/16/2024] [Indexed: 05/16/2024] Open
Abstract
Breast cancer (BC) stands out as the cancer with the highest incidence of morbidity and mortality among women worldwide, and its incidence rate is currently trending upwards. Improving the efficiency of breast cancer diagnosis and treatment is crucial, as it can effectively reduce the disease burden. Circulating tumor DNA (ctDNA) originates from the release of tumor cells and plays a pivotal role in the occurrence, development, and metastasis of breast cancer. In recent years, the widespread application of high-throughput analytical technology has made ctDNA a promising biomarker for early cancer detection, monitoring minimal residual disease, early recurrence monitoring, and predicting treatment outcomes. ctDNA-based approaches can effectively compensate for the shortcomings of traditional screening and monitoring methods, which fail to provide real-time information and prospective guidance for breast cancer diagnosis and treatment. This review summarizes the applications of ctDNA in various aspects of breast cancer, including screening, diagnosis, prognosis, treatment, and follow-up. It highlights the current research status in this field and emphasizes the potential for future large-scale clinical applications of ctDNA-based approaches.
Collapse
Affiliation(s)
- Jiachi Xu
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Hongyu Gao
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Xinyu Guan
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Jiahao Meng
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Shirong Ding
- Department of Oncology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Qian Long
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| | - Wenjun Yi
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center For Breast Disease In Hunan Province, Changsha, China
| |
Collapse
|
30
|
Guo N, Zhou Q, Chen X, Zeng B, Wu S, Zeng H, Sun F. Circulating tumor DNA as prognostic markers of relapsed breast cancer: a systematic review and meta-analysis. JOURNAL OF THE NATIONAL CANCER CENTER 2024; 4:63-73. [PMID: 39036387 PMCID: PMC11256521 DOI: 10.1016/j.jncc.2024.01.003] [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: 09/26/2023] [Revised: 01/02/2024] [Accepted: 01/16/2024] [Indexed: 07/23/2024] Open
Abstract
OBJECTIVE Circulating tumor DNA (ctDNA) is increasingly being used as a potential prognosis biomarker in patients of breast cancer. This review aims to assess the clinical value of ctDNA in outcome prediction in breast cancer patients throughout the whole treatment cycle. METHODS PubMed, Web of Science, Embase, Cochrane Library, Scopus, and clinical trials.gov were searched from January 2016 to May 2022. Conference abstracts published in last three years were also included. The following search terms were used: ctDNA OR circulating tumor DNA AND breast cancer OR breast carcinoma. Only studies written in English languages were included. The following pre-specified criteria should be met for inclusion: (1) observational studies (prospective or retrospective), randomized control trials, case-control studies and case series studies; (2) patients with breast cancer; (3) ctDNA measurement; (4) clinical outcome data such as objective response rate (ORR), pathological complete response (pCR), relapse-free survival (RFS), overall survival (OS), and so on. The random-effect model was preferred considering the potential heterogeneity across studies. The primary outcomes included postoperative short-term outcomes (ORR and pCR) and postoperative long-term outcomes (RFS, OS, and relapse). Secondary outcomes focused on ctDNA detection rate. RESULTS A total of 30 studies, comprising of 19 cohort studies, 2 case-control studies and 9 case series studies were included. The baseline ctDNA was significantly negatively associated with ORR outcome (Relative Risk [RR] = 0.65, 95% confidence interval [CI]: 0.50-0.83), with lower ORR in the ctDNA-positive group than ctDNA-negative group. ctDNA during neoadjuvant therapy (NAT) treatment was significantly associated with pCR outcomes (Odds Ratio [OR] = 0.15, 95% CI: 0.04-0.54). The strong association between ctDNA and RFS or relapse outcome was significant across the whole treatment period, especially after the surgery (RFS: Hazard Ratio [HR] = 6.74, 95% CI: 3.73-12.17; relapse outcome: RR = 7.11, 95% CI: 3.05-16.53), although there was heterogeneity in these results. Pre-operative and post-operative ctDNA measurements were significantly associated with OS outcomes (pre-operative: HR = 2.03, 95% CI: 1.12-3.70; post-operative: HR = 6.03, 95% CI: 1.31-27.78). CONCLUSIONS In this review, ctDNA measurements at different timepoints are correlated with evaluation indexes at different periods after treatment. The ctDNA can be used as an early potential postoperative prognosis biomarker in breast cancer, and also as a reference index to evaluate the therapeutic effect at different stages.
Collapse
Affiliation(s)
- Na'na Guo
- Hebei Province Centers for Disease Control and Prevention, Shijiazhuang, China
| | - Qingxin Zhou
- Tianjin Centers for Disease Control and Prevention, Tianjin, China
| | - Xiaowei Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Baoqi Zeng
- Department of Science and Education, Peking University Binhai Hospital, Tianjin, China
| | - Shanshan Wu
- Clinical Epidemiology and EBM Unit, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hongmei Zeng
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Major Disease Epidemiology, Ministry of Education (Peking University), Beijing, China
| |
Collapse
|
31
|
Nader-Marta G, Monteforte M, Agostinetto E, Cinquini M, Martins-Branco D, Langouo M, Llombart-Cusac A, Cortés J, Ignatiadis M, Torri V, Apolone G, Cappelletti V, Pruneri G, de Azambuja E, Di Cosimo S. Circulating tumor DNA for predicting recurrence in patients with operable breast cancer: a systematic review and meta-analysis. ESMO Open 2024; 9:102390. [PMID: 38460249 PMCID: PMC10940943 DOI: 10.1016/j.esmoop.2024.102390] [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: 11/29/2023] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 03/11/2024] Open
Abstract
BACKGROUND The incorporation of circulating tumor DNA (ctDNA) into the management of operable breast cancer (BC) has been hampered by the heterogeneous results from different studies. We aimed to assess the prognostic value of ctDNA in patients with operable (non metastatic) BC. MATERIALS AND METHODS A systematic search of databases (PubMed/Medline, Embase, and CENTRAL) and conference proceedings was conducted to identify studies reporting the association of ctDNA detection with disease-free survival (DFS) and overall survival (OS) in patients with stage I-III BC. Log-hazard ratios (HRs) were pooled at each timepoint of ctDNA assessment (baseline, after neoadjuvant therapy, and follow-up). ctDNA assays were classified as primary tumor-informed and non tumor-informed. RESULTS Of the 3174 records identified, 57 studies including 5779 patients were eligible. In univariate analyses, ctDNA detection was associated with worse DFS at baseline [HR 2.98, 95% confidence interval (CI) 1.92-4.63], after neoadjuvant therapy (HR 7.69, 95% CI 4.83-12.24), and during follow-up (HR 14.04, 95% CI 7.55-26.11). Similarly, ctDNA detection at all timepoints was associated with worse OS (at baseline: HR 2.76, 95% CI 1.60-4.77; after neoadjuvant therapy: HR 2.72, 95% CI 1.44-5.14; and during follow-up: HR 9.19, 95% CI 3.26-25.90). Similar DFS and OS results were observed in multivariate analyses. Pooled HRs were numerically higher when ctDNA was detected at the end of neoadjuvant therapy or during follow-up and for primary tumor-informed assays. ctDNA detection sensitivity and specificity for BC recurrence ranged from 0.31 to 1.0 and 0.7 to 1.0, respectively. The mean lead time from ctDNA detection to overt recurrence was 10.81 months (range 0-58.9 months). CONCLUSIONS ctDNA detection was associated with worse DFS and OS in patients with operable BC, particularly when detected after treatment and using primary tumor-informed assays. ctDNA detection has a high specificity for anticipating BC relapse.
Collapse
Affiliation(s)
- G Nader-Marta
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium.
| | - M Monteforte
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - E Agostinetto
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium. https://twitter.com/ElisaAgostinett
| | - M Cinquini
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - D Martins-Branco
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium. https://twitter.com/DMBranco
| | - M Langouo
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - A Llombart-Cusac
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain; Medica Scientia Innovation Research (MEDSIR), Ridgewood, New Jersey, USA; Arnau de Vilanova Hospital; Universidad Católica de Valencia, Valencia, Spain
| | - J Cortés
- Medica Scientia Innovation Research (MEDSIR), Barcelona, Spain; Medica Scientia Innovation Research (MEDSIR), Ridgewood, New Jersey, USA; International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Group, Barcelona, Spain; Department of Medicine, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain. https://twitter.com/JavierCortesMD
| | - M Ignatiadis
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium; Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium. https://twitter.com/MIgnatiadis
| | - V Torri
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy. https://twitter.com/ValterTorri
| | - G Apolone
- Scientific Directorate, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - V Cappelletti
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - G Pruneri
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; University of Milan, School of Medicine, Milan, Italy. https://twitter.com/PruneriG
| | - E de Azambuja
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium; Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (U.L.B), Brussels, Belgium. https://twitter.com/E_de_Azambuja
| | - S Di Cosimo
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy. https://twitter.com/serenadicosimo
| |
Collapse
|
32
|
Li JH, Zhang DY, Zhu JM, Dong L. Clinical applications and perspectives of circulating tumor DNA in gastric cancer. Cancer Cell Int 2024; 24:13. [PMID: 38184573 PMCID: PMC10770949 DOI: 10.1186/s12935-024-03209-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/02/2024] [Indexed: 01/08/2024] Open
Abstract
Gastric cancer remains a leading cause of cancer-related death worldwide, largely due to inadequate screening methods, late diagnosis, and limited treatment options. Liquid biopsy has emerged as a promising non-invasive approach for cancer screening and prognosis by detecting circulating tumor components like circulating tumor DNA (ctDNA) in the blood. Numerous gastric cancer-specific ctDNA biomarkers have now been identified. CtDNA analysis provides insight into genetic and epigenetic alterations in tumors, holding promise for predicting treatment response and prognosis in gastric cancer patients. This review summarizes current research on ctDNA biology and detection technologies, while highlighting clinical applications of ctDNA for gastric cancer diagnosis, prognosis, and guiding treatment decisions. Current challenges and future perspectives for ctDNA analysis are also discussed.
Collapse
Affiliation(s)
- Jing-Han Li
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Dan-Ying Zhang
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Ji-Min Zhu
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| | - Ling Dong
- Department of Gastroenterology and Hepatology and Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| |
Collapse
|
33
|
Keup C, Kimmig R, Kasimir-Bauer S. The Diversity of Liquid Biopsies and Their Potential in Breast Cancer Management. Cancers (Basel) 2023; 15:5463. [PMID: 38001722 PMCID: PMC10670968 DOI: 10.3390/cancers15225463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/10/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023] Open
Abstract
Analyzing blood as a so-called liquid biopsy in breast cancer (BC) patients has the potential to adapt therapy management. Circulating tumor cells (CTCs), extracellular vesicles (EVs), cell-free DNA (cfDNA) and other blood components mirror the tumoral heterogeneity and could support a range of clinical decisions. Multi-cancer early detection tests utilizing blood are advancing but are not part of any clinical routine yet. Liquid biopsy analysis in the course of neoadjuvant therapy has potential for therapy (de)escalation.Minimal residual disease detection via serial cfDNA analysis is currently on its way. The prognostic value of blood analytes in early and metastatic BC is undisputable, but the value of these prognostic biomarkers for clinical management is controversial. An interventional trial confirmed a significant outcome benefit when therapy was changed in case of newly emerging cfDNA mutations under treatment and thus showed the clinical utility of cfDNA analysis for therapy monitoring. The analysis of PIK3CA or ESR1 variants in plasma of metastatic BC patients to prescribe targeted therapy with alpesilib or elacestrant has already arrived in clinical practice with FDA-approved tests available and is recommended by ASCO. The translation of more liquid biopsy applications into clinical practice is still pending due to a lack of knowledge of the analytes' biology, lack of standards and difficulties in proving clinical utility.
Collapse
Affiliation(s)
- Corinna Keup
- Department of Gynecology and Obstetrics, University Hospital of Essen, 45147 Essen, Germany
| | | | | |
Collapse
|
34
|
Moar K, Pant A, Saini V, Pandey M, Maurya PK. Potential diagnostic and prognostic biomarkers for breast cancer: A compiled review. Pathol Res Pract 2023; 251:154893. [PMID: 37918101 DOI: 10.1016/j.prp.2023.154893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/10/2023] [Accepted: 10/12/2023] [Indexed: 11/04/2023]
Abstract
Breast cancer is one of the major reason for death of women worldwide. As per the International Agency for Research on Cancer (IARC) statistics, the number of cases of breast cancer is increasing year by year in many parts of the world. As per the recent global cancer burden figures, in 2020, there were 2.26 million incidences of breast cancer cases and it is one of the main causes of mortality due to cancer in women in the world. Biomarkers of breast cancer would prove to be very beneficial to screen women who are at higher risk and for detection of disease recurrence. Here, studies carried out on biomarkers of breast cancer and susceptibility to the disease have been reviewed. Various databases like Google Scholar, ScienceDirect and PubMed have been used for searching and majorly literature from the last 10 years have been considered. Potential biomarkers of breast cancer including blood based angiogenic factors, glycoprotein-based biomarkers, hormone receptor biomarkers and other biomarkers that were identified from various studies have been summarized.
Collapse
Affiliation(s)
- Kareena Moar
- Department of Biochemistry, Central University of Haryana, Mahendergarh 123031, India
| | - Anuja Pant
- Department of Biochemistry, Central University of Haryana, Mahendergarh 123031, India
| | - Vikas Saini
- Department of Vocational Studies & Skill Development, Central University of Haryana, Mahendergarh 123031, India
| | - Manisha Pandey
- Department of Pharmaceutical Sciences, Central University of Haryana, Mahendergarh 123031, India
| | - Pawan Kumar Maurya
- Department of Biochemistry, Central University of Haryana, Mahendergarh 123031, India.
| |
Collapse
|
35
|
Hai-Jing Y, Shan R, Jie-Qiong X. Prognostic significance of the pretreatment pan-immune-inflammation value in cancer patients: an updated meta-analysis of 30 studies. Front Nutr 2023; 10:1259929. [PMID: 37850085 PMCID: PMC10577316 DOI: 10.3389/fnut.2023.1259929] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/15/2023] [Indexed: 10/19/2023] Open
Abstract
Background The pan-immune-inflammation value (PIV) has been reported as a promising prognostic biomarker in multiple cancers but still remains inconclusive. The objective of this study is to systematically investigate the association of the pretreatment PIV with survival outcomes in cancer patients, based on available literature. Methods Online databases including PubMed, Embase and the Web of Science were thoroughly searched for studies evaluating the prognostic role of the pretreatment PIV in cancers from the inception to June 2023. Hazard ratios (HRs) with 95% confidence intervals (CIs) were always assessed using a random-effects model. Statistical analyses were performed using Stata 12.0. Results Thirty studies were finally included after comprehensively study searching. In total, 8,799 cancer patients were enrolled in this meta-analysis. The pooled results demonstrated that patients in the high PIV group had a significantly poorer overall survival (HR = 2.07; 95%CI: 1.77-2.41; I2 = 73.0%) and progression-free survival (HR = 1.83; 95%CI: 1.37-2.45; I2 = 98.2%) than patients in the low PIV group. The prognostic significance of the PIV score on overall survival and progression-free survival was observed across various geographical regions, tumor stages and treatment strategies. Sensitivity analyses supported the stability of the above combined results. Conclusion This meta-analysis demonstrated that the pretreatment PIV could be a non-invasive and efficacious prognostic biomarker for cancer patients.
Collapse
Affiliation(s)
| | | | - Xia Jie-Qiong
- Department of International Nursing School, Hainan Medical University, Haikou, Hainan, China
| |
Collapse
|
36
|
Zhou J, Mo H, Hu D, Zhao X, Zhou H, Pan J. Association of ctDNA detection and recurrence assessment in patients with neoadjuvant treatment. Cancer Med 2023; 12:19794-19806. [PMID: 37746916 PMCID: PMC10587978 DOI: 10.1002/cam4.6544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND The utilization of neoadjuvant therapy is progressively expanding in various clinical settings. However, the absence of a clinically validated biomarker to evaluate the treatment response remains a significant challenge in the field. Circulating tumor DNA (ctDNA) detection, a novel and emerging monitoring approach in the field of oncology, holds promise as a potential prognostic biomarker for patients with cancer. This meta-analysis investigated the clinical significance of ctDNA detection as a predictive tool for cancer recurrence in patients receiving neoadjuvant treatment. METHODS A comprehensive systematic literature search was conducted using public databases to identify relevant studies that investigated the association between ctDNA detection and cancer recurrence in patients receiving neoadjuvant treatment. Hazard ratios (HRs) and their corresponding 95% confidence intervals (95% CI) were calculated to assess the relationship between cancer recurrence and relevant factors. Cancer recurrence was considered the primary outcome. RESULTS A total of 23 studies encompassing 1590 patients across eight different cancer types were included in the final analysis. Positive ctDNA detection was significantly associated with higher cancer recurrence, especially at post-neoadjuvant treatment and post-surgery time points. The risk values for the different cancer categories and geographic areas also differed significantly. CONCLUSION Our comprehensive meta-analysis revealed a significant positive correlation between ctDNA detection and a higher risk of cancer recurrence in patients receiving neoadjuvant treatment. In addition, the risk of recurrence was influenced by variations in cancer type, timing of detection, and geographic region. These findings highlight the promising clinical applicability of ctDNA as a prognostic marker and monitoring approach for patients with cancer. However, the precise mechanism is unknown and more evidence is needed for further research.
Collapse
Affiliation(s)
- Jiaxin Zhou
- General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
- International SchoolJinan UniversityGuangzhouChina
| | - Haocong Mo
- Department of Physiology, School of MedicineJinan UniversityGuangzhouChina
| | - Dahai Hu
- General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
| | - Xiaoxu Zhao
- General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
- Department of Gastrointestinal SurgeryThe Fifth Affiliated Hospital of Jinan UniversityHeyuanChina
| | - Hong Zhou
- Department of Obstetrics and GynecologyThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
| | - Jinghua Pan
- General SurgeryThe First Affiliated Hospital of Jinan UniversityGuangzhouChina
| |
Collapse
|
37
|
Medford AJ, Denault EN, Moy B, Parsons HA, Bardia A. Circulating Tumor DNA in Breast Cancer: Current and Future Applications. Clin Breast Cancer 2023; 23:687-692. [PMID: 37438196 DOI: 10.1016/j.clbc.2023.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/14/2023] [Accepted: 06/17/2023] [Indexed: 07/14/2023]
Abstract
The assessment of plasma for circulating tumor DNA (ctDNA) via liquid biopsy has revolutionized our understanding of breast cancer pathogenesis and evolution. Historically, genotyping evaluation of breast cancer required invasive tissue biopsy, limiting potential for serial evaluation over the treatment course of advanced breast cancer, and not allowing for assessment for residual disease in early breast cancer after resection. However, technological advances over the years have led to an increase in the clinical use of ctDNA as a liquid biopsy for genotype-matched therapy selection and monitoring for patients undergoing treatment for advanced breast cancer. Furthermore, increasingly sensitive assays are being developed to facilitate detection of molecular evidence of residual or recurrent disease in localized breast cancer after definitive therapy. In this review, we discuss the current and future applications of ctDNA in breast cancer. Rational applications of ctDNA offer the potential to further refine patient-centered care and personalize treatment based on molecularly defined risk assessments for patients with breast cancer.
Collapse
Affiliation(s)
- Arielle J Medford
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA; Broad Institute of MIT & Harvard, Cambridge, MA.
| | - Elyssa N Denault
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Beverly Moy
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | | | - Aditya Bardia
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| |
Collapse
|
38
|
Chen JW, Jacot W, Cortés J, Krop IE, Dent S, Harbeck N, De Laurentiis M, Diéras V, Im Y, Stout TJ, Schimmoller F, Savage HM, Hutchinson KE, Wilson TR. ER+, HER2- advanced breast cancer treated with taselisib and fulvestrant: genomic landscape and associated clinical outcomes. Mol Oncol 2023; 17:2000-2016. [PMID: 36892268 PMCID: PMC10552898 DOI: 10.1002/1878-0261.13416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/10/2023] [Accepted: 03/07/2023] [Indexed: 03/10/2023] Open
Abstract
Taselisib is a potent β-sparing phosphatidylinositol 3-kinase (PI3K) inhibitor that, with endocrine therapy, improves outcomes in phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA)-mutated (PIK3CAmut) advanced breast cancer. To understand alterations associated with response to PI3K inhibition, we analysed circulating tumour DNA (ctDNA) from participants enrolled in the SANDPIPER trial. Participants were designated as either PIK3CAmut or PIK3CA no mutation was detected (NMD) per baseline ctDNA. The top mutated genes and tumour fraction estimates identified were analysed for their association with outcomes. In participants with PIK3CAmut ctDNA treated with taselisib + fulvestrant, tumour protein p53 (TP53; encoding p53) and fibroblast growth factor receptor 1 (FGFR1) alterations were associated with shorter progression-free survival (PFS) compared to participants with NMD in these genes. Conversely, participants with PIK3CAmut ctDNA harbouring a neurofibromin 1 (NF1) alteration or high baseline tumour fraction estimate experienced improved PFS upon treatment with taselisib + fulvestrant compared to placebo + fulvestrant. Broadly, alterations in oestrogen receptor (ER), PI3K and p53 pathway genes were associated with resistance to taselisib + fulvestrant in participants with PIK3CAmut ctDNA. Altogether, we demonstrated the impact of genomic (co-)alterations on outcomes with one of the largest clinico-genomic datasets of ER+, HER2-, PIK3CAmut breast cancer patients treated with a PI3K inhibitor.
Collapse
Affiliation(s)
- Jessica W. Chen
- Oncology Biomarker DevelopmentGenentech, Inc.South San FranciscoCAUSA
| | - William Jacot
- Institut du Cancer de Montpellier (ICM) Val d'AurelleMontpellier University, INSERM U1194France
| | - Javier Cortés
- International Breast Cancer Center (IBCC), Pangaea OncologyQuironsalud GroupMadridSpain
- International Breast Cancer Center (IBCC), Pangaea OncologyQuironsalud GroupBarcelonaSpain
- Faculty of Biomedical and Health Sciences, Department of MedicineUniversidad Europea de MadridMadridSpain
| | | | - Susan Dent
- Duke Cancer InstituteDuke UniversityDurhamNCUSA
| | - Nadia Harbeck
- Breast Center, Department Gynecology and Obstetrics and Comprehensive Cancer Center (CCC) MunichLudwig‐Maximilians‐University (LMU) HospitalMunichGermany
| | | | | | - Young‐Hyuck Im
- Division of Hematology‐Oncology, Department of Medicine, Samsung Medical CenterSungkyunkwan University School of MedicineSeoulKorea
| | - Thomas J. Stout
- Product Development OncologyGenentech, Inc.South San FranciscoCAUSA
| | | | - Heidi M. Savage
- Oncology Biomarker DevelopmentGenentech, Inc.South San FranciscoCAUSA
| | | | - Timothy R. Wilson
- Oncology Biomarker DevelopmentGenentech, Inc.South San FranciscoCAUSA
| |
Collapse
|
39
|
Venetis K, Cursano G, Pescia C, D'Ercole M, Porta FM, Blanco MC, Frascarelli C, Ivanova M, Guerini Rocco E, Fusco N. Liquid biopsy: Cell-free DNA based analysis in breast cancer. THE JOURNAL OF LIQUID BIOPSY 2023; 1:100002. [PMID: 40027284 PMCID: PMC11863823 DOI: 10.1016/j.jlb.2023.100002] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 07/25/2023] [Accepted: 07/25/2023] [Indexed: 03/05/2025]
Abstract
Breast cancer management has witnessed significant advancements, especially in the diagnosis and treatment response monitoring through the implementation of imaging techniques and tissue biopsy procedures. Nevertheless, there is potential for further improvement by integrating less invasive approaches that offer timely and precise information. Liquid biopsy, which involves isolating tumor-derived components such as circulating cell-free DNA (cfDNA) and its subset known as circulating tumor DNA (ctDNA), can greatly enhance the prognosis, identification of specific genomic alterations, and selection of targeted therapies for breast cancer patients. While the incorporation of ctDNA-based testing into clinical practice has been primarily focused on metastatic breast cancer (MBC), there is growing interest in its applicability in early-stage breast cancer given the ability to capture tumor heterogeneity. Additionally, the minimally invasive nature of ctDNA testing allows for multiple serial samplings, providing a dynamic assessment of tumor characteristics and monitoring treatment response over time. However, the analysis of ctDNA in breast cancer encounters a significant challenge related to its abundance and the temporal aspect of the disease. The quantity of ctDNA in relation to the disease stage poses an important obstacle that often hinders its accurate analysis. Therefore, it is crucial to ensure timely sample collection, employ sensitive detection methods, and carefully manage the pre-analytical phase to overcome these challenges and facilitate successful ctDNA analysis in breast cancer. This article aims to summarize the methodologies employed in the detection of ctDNA, provide a comprehensive review of the current applications of ctDNA analysis in breast cancer, and elucidate the underlying rationale for its potential extension into broader clinical contexts. Furthermore, models that could facilitate the widespread adoption of ctDNA testing in various healthcare institutions are discussed.
Collapse
Affiliation(s)
- Konstantinos Venetis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Giulia Cursano
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Carlo Pescia
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- School of Pathology, University of Milan, 20122, Milan, Italy
| | - Marianna D'Ercole
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- School of Pathology, University of Milan, 20122, Milan, Italy
| | - Francesca Maria Porta
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- School of Pathology, University of Milan, 20122, Milan, Italy
| | - Marta Cruz Blanco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Chiara Frascarelli
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
| | - Mariia Ivanova
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
| | - Elena Guerini Rocco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
| | - Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, 20141, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, 20122, Italy
| |
Collapse
|
40
|
Civil YA, Jonker LW, Oei AL, van der Velde S, van den Bongard HJGD. ASO Author Reflections: Personalized Breast Cancer Treatment Using Preoperative Partial Breast Irradiation. Ann Surg Oncol 2023; 30:5709-5710. [PMID: 36894803 PMCID: PMC10409828 DOI: 10.1245/s10434-023-13298-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 03/11/2023]
Affiliation(s)
- Yasmin A Civil
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands.
| | - Lysanne W Jonker
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Arlene L Oei
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Laboratory for Experimental Oncology and Radiobiology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Center for Experimental Molecular Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Susanne van der Velde
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - H J G Desirée van den Bongard
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| |
Collapse
|
41
|
Pang HY, Chen XF, Yan MH, Chen LH, Chen ZX, Zhang SR, Sun H. Clinical significance of the advanced lung cancer inflammation index in gastrointestinal cancer patients: a systematic review and meta-analysis. Front Oncol 2023; 13:1021672. [PMID: 37404758 PMCID: PMC10316012 DOI: 10.3389/fonc.2023.1021672] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 06/02/2023] [Indexed: 07/06/2023] Open
Abstract
Background The advanced lung cancer inflammation index (ALI) has been identified as a scientific and clinical priority in multiple malignancies. The aim of this study is to investigate the value of the ALI before treatment in evaluating postoperative complications (POCs) and survival outcomes in patients with gastrointestinal (GI) cancer. Methods Electronic databases including PubMed, Embase and Web of Science were comprehensively reviewed up to June 2022. The endpoints were POCs and survival outcomes. Subgroup analyses and sensitivity analyses were also performed. Results Eleven studies including 4417 participants were included. A significant heterogeneity in the ALI cut-off value among studies was observed. Patients in the low ALI group showed increased incidence of POCs (OR=2.02; 95%CI:1.60-2.57; P<0.001; I2 = 0%). In addition, a low ALI was also significantly associated with worse overall survival (HR=1.96; 95%CI: 1.58-2.43; P<0.001; I2 = 64%), which remained consistent in all subgroups based on country, sample size, tumor site, tumor stage, selection method and Newcastle Ottawa Scale score. Moreover, patients in the low ALI group had an obviously decreased disease-free survival compared to these in the high ALI group (HR=1.47; 95%CI: 1.28-1.68; P<0.001; I2 = 0%). Conclusion Based on existing evidence, the ALI could act as a valuable predictor of POCs and long-term outcomes in patients with GI cancer. However, the heterogeneity in the ALI cut-off value among studies should be considered when interpreting these findings.
Collapse
Affiliation(s)
- Hua-Yang Pang
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Xiu-Feng Chen
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| | - Meng-Hua Yan
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| | - Li-Hui Chen
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| | - Zhi-Xiong Chen
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| | - Shou-Ru Zhang
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| | - Hao Sun
- Gastrointestinal Department, Chongqing University Cancer Hospital, Chongqing, China
| |
Collapse
|
42
|
Vlataki K, Antonouli S, Kalyvioti C, Lampri E, Kamina S, Mauri D, Harissis HV, Magklara A. Circulating Tumor DNA in the Management of Early-Stage Breast Cancer. Cells 2023; 12:1573. [PMID: 37371043 DOI: 10.3390/cells12121573] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/24/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Liquid biopsies refer to the isolation and analysis of tumor-derived biological material from body fluids, most commonly blood, in order to provide clinically valuable information for the management of cancer patients. Their non-invasive nature allows to overcome the limitations of tissue biopsy and complement the latter in guiding therapeutic decision-making. In the past years, several studies have demonstrated that circulating tumor DNA (ctDNA) detection can be used in the clinical setting to improve patient prognosis and monitor therapy response, especially in metastatic cancers. With the advent of significant technological advances in assay development, ctDNA can now be accurately and reliably identified in early-stage cancers despite its low levels in the bloodstream. In this review, we discuss the most important studies that highlight the potential clinical utility of ctDNA in early-stage breast cancer focusing on early diagnosis, detection of minimal residual disease and prediction of metastatic relapse. We also offer a concise description of the most sensitive techniques that are deemed appropriate for ctDNA detection in early-stage cancer and we examine their advantages and disadvantages, as they have been employed in various studies. Finally, we discuss future perspectives on how ctDNA could be better integrated into the everyday oncology practice.
Collapse
Affiliation(s)
- Katerina Vlataki
- Department of Clinical Chemistry, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Sevastiani Antonouli
- Department of Clinical Chemistry, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
| | - Christina Kalyvioti
- Breast Unit, Department of Surgery, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Evangeli Lampri
- Department of Pathology, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Sevasti Kamina
- Department of Pathology, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Davide Mauri
- Department of Medical Oncology, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Haralampos V Harissis
- Breast Unit, Department of Surgery, University Hospital of Ioannina, 45500 Ioannina, Greece
| | - Angeliki Magklara
- Department of Clinical Chemistry, Faculty of Medicine, University of Ioannina, 45110 Ioannina, Greece
- Biomedical Research Institute, Foundation for Research and Technology, 45110 Ioannina, Greece
- Institute of Biosciences, University Research Center of Ioannina (URCI), 45110 Ioannina, Greece
| |
Collapse
|
43
|
Kjær IM, Kahns S, Timm S, Andersen RF, Madsen JS, Jakobsen EH, Tabor TP, Jakobsen A, Bechmann T. Phase II trial of delta-tocotrienol in neoadjuvant breast cancer with evaluation of treatment response using ctDNA. Sci Rep 2023; 13:8419. [PMID: 37225860 DOI: 10.1038/s41598-023-35362-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/17/2023] [Indexed: 05/26/2023] Open
Abstract
Neoadjuvant treatment of breast cancer is applied to an increasing extent, but treatment response varies and side effects pose a challenge. The vitamin E isoform delta-tocotrienol might enhance the efficacy of chemotherapy and reduce the risk of side effects. The aim of this study was to investigate the clinical effect of delta-tocotrienol combined with standard neoadjuvant treatment and the possible association between detectable circulating tumor DNA (ctDNA) during and after neoadjuvant treatment with pathological treatment response. This open-label, randomized phase II trial included 80 women with newly diagnosed, histologically verified breast cancer randomized to standard neoadjuvant treatment alone or in combination with delta-tocotrienol. There was no difference in the response rate or frequency of serious adverse events between the two arms. We developed a multiplex digital droplet polymerase chain reaction (ddPCR) assay for the detection of ctDNA in breast cancer patients that targets a combination of two methylations specific for breast tissue (LMX1B and ZNF296) and one cancer specific methylation (HOXA9). The sensitivity of the assay increased when the cancer specific marker was combined with the ones specific to breast tissue (p < 0.001). The results did not show any association between ctDNA status and pathological treatment response, neither at midterm nor before surgery.
Collapse
Affiliation(s)
- Ina Mathilde Kjær
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.
- Department of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.
| | - Søren Kahns
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Signe Timm
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Rikke Fredslund Andersen
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Jonna Skov Madsen
- Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Erik Hugger Jakobsen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Medicine, Hospital Soenderjylland, University Hospital of Southern Denmark, Aabenraa, Denmark
| | - Tomasz Piotr Tabor
- Department of Pathology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Pathology, Viborg Hospital, Regional Hospital Central Jutland, Viborg, Denmark
| | - Anders Jakobsen
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Troels Bechmann
- Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
- Department of Oncology, Regional Hospital West Jutland, Herning, Denmark
| |
Collapse
|
44
|
Civil YA, Oei AL, Duvivier KM, Bijker N, Meijnen P, Donkers L, Verheijen S, van Kesteren Z, Palacios MA, Schijf LJ, Barbé E, Konings IRHM, -van der Houven van Oordt CWM, Westhoff PG, Meijer HJM, Diepenhorst GMP, Thijssen V, Mouliere F, Slotman BJ, van der Velde S, van den Bongard HJGD. Prediction of pathologic complete response after single-dose MR-guided partial breast irradiation in low-risk breast cancer patients: the ABLATIVE-2 trial-a study protocol. BMC Cancer 2023; 23:419. [PMID: 37161377 PMCID: PMC10169374 DOI: 10.1186/s12885-023-10910-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 05/03/2023] [Indexed: 05/11/2023] Open
Abstract
BACKGROUND Partial breast irradiation (PBI) is standard of care in low-risk breast cancer patients after breast-conserving surgery (BCS). Pre-operative PBI can result in tumor downstaging and more precise target definition possibly resulting in less treatment-related toxicity. This study aims to assess the pathologic complete response (pCR) rate one year after MR-guided single-dose pre-operative PBI in low-risk breast cancer patients. METHODS The ABLATIVE-2 trial is a multicenter prospective single-arm trial using single-dose ablative PBI in low-risk breast cancer patients. Patients ≥ 50 years with non-lobular invasive breast cancer ≤ 2 cm, grade 1 or 2, estrogen receptor-positive, HER2-negative, and tumor-negative sentinel node procedure are eligible. A total of 100 patients will be enrolled. PBI treatment planning will be performed using a radiotherapy planning CT and -MRI in treatment position. The treatment delivery will take place on a conventional or MR-guided linear accelerator. The prescribed radiotherapy dose is a single dose of 20 Gy to the tumor, and 15 Gy to the 2 cm of breast tissue surrounding the tumor. Follow-up MRIs, scheduled at baseline, 2 weeks, 3, 6, 9, and 12 months after PBI, are combined with liquid biopsies to identify biomarkers for pCR prediction. BCS will be performed 12 months after radiotherapy or after 6 months, if MRI does not show a radiologic complete response. The primary endpoint is the pCR rate after PBI. Secondary endpoints are radiologic response, toxicity, quality of life, cosmetic outcome, patient distress, oncological outcomes, and the evaluation of biomarkers in liquid biopsies and tumor tissue. Patients will be followed up to 10 years after radiation therapy. DISCUSSION This trial will investigate the pathological tumor response after pre-operative single-dose PBI after 12 months in patients with low-risk breast cancer. In comparison with previous trial outcomes, a longer interval between PBI and BCS of 12 months is expected to increase the pCR rate of 42% after 6-8 months. In addition, response monitoring using MRI and biomarkers will help to predict pCR. Accurate pCR prediction will allow omission of surgery in future patients. TRIAL REGISTRATION The trial was registered prospectively on April 28th 2022 at clinicaltrials.gov (NCT05350722).
Collapse
Affiliation(s)
- Yasmin A. Civil
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Arlene L. Oei
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Radiation Oncology, Amsterdam UMC Location Universiteit van Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Katya M. Duvivier
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Nina Bijker
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Philip Meijnen
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Lorraine Donkers
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Sonja Verheijen
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Zdenko van Kesteren
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Miguel A. Palacios
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Laura J. Schijf
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Ellis Barbé
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Inge R. H. M. Konings
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - C. Willemien Menke -van der Houven van Oordt
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Paulien G. Westhoff
- Department of Radiation Oncology, Radboud University Medical Center, Geert Grooteplein Zuid 10, Nijmegen, The Netherlands
| | - Hanneke J. M. Meijer
- Department of Radiation Oncology, Radboud University Medical Center, Geert Grooteplein Zuid 10, Nijmegen, The Netherlands
| | - Gwen M. P. Diepenhorst
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Victor Thijssen
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Florent Mouliere
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Berend J. Slotman
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Susanne van der Velde
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - H. J. G. Desirée van den Bongard
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| |
Collapse
|
45
|
Filis P, Kyrochristos I, Korakaki E, Baltagiannis EG, Thanos D, Roukos DH. Longitudinal ctDNA profiling in precision oncology and immunο-oncology. Drug Discov Today 2023; 28:103540. [PMID: 36822363 DOI: 10.1016/j.drudis.2023.103540] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/13/2022] [Accepted: 02/15/2023] [Indexed: 02/25/2023]
Abstract
Serial analysis of circulating tumor DNA (ctDNA) over the disease course is emerging as a prognostic, predictive and patient-monitoring biomarker. In the metastatic setting, several multigene ctDNA assays have been approved or recommended by regulatory organizations for personalized targeted therapy, especially for lung cancer. By contrast, in nonmetastatic disease, detection of ctDNA resulting from minimal residual disease (MRD) following multimodal treatment with curative intent presents major technical challenges. Several studies using tumor genotyping-informed serial ctDNA profiling have provided promising findings on the sensitivity and specificity of ctDNA in predicting the risk of recurrence. We discuss progress, limitations and future perspectives relating to the use of ctDNA as a biomarker to guide targeted therapy in metastatic disease, as well as the use of ctDNA MRD detection to guide adjuvant treatment in the nonmetastatic setting.
Collapse
Affiliation(s)
- Panagiotis Filis
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Medical Oncology, Medical School, University of Ioannina, 45110 Ioannina, Greece
| | - Ioannis Kyrochristos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, D-80539 Munich, Germany
| | - Efterpi Korakaki
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Physiology, Medical School, University of Ioannina, Ioannina 45110, Greece
| | - Evangelos G Baltagiannis
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Surgery, University Hospital of Ioannina, Ioannina 45500, Greece
| | - Dimitris Thanos
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Dimitrios H Roukos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Systems Biology, Biomedical Research Foundation of the Academy of Athens (BRFAA), 11527 Athens, Greece.
| |
Collapse
|
46
|
Valenza C, Rizzo G, Passalacqua MI, Boldrini L, Corti C, Trapani D, Curigliano G. Evolving treatment landscape of immunotherapy in breast cancer: current issues and future perspectives. Ther Adv Med Oncol 2023; 15:17588359221146129. [PMID: 36743524 PMCID: PMC9893403 DOI: 10.1177/17588359221146129] [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: 09/06/2022] [Accepted: 12/01/2022] [Indexed: 01/21/2023] Open
Abstract
Immune checkpoint inhibitors (ICIs) deeply changed the treatment landscape of breast cancer (BC). In particular, anti-programmed-death (ligand) 1 antibodies were approved for the treatment of triple-negative breast cancer (TNBC), both in first line for metastatic disease and in neoadjuvant setting, on the basis of a demonstrated improvement of the survival outcomes. In light of these results, current clinical trials aim at improving this benefit investigating novel combinations and strategies, at exploring the role of ICIs beyond TNBC, and at better selecting the patients in order to spare non-responders from avoidable toxicities. This narrative review aims at summarizing and discussing the evolving landscape of immunotherapeutic treatments for BC, highlighting the current challenges and the future perspectives.
Collapse
Affiliation(s)
- Carmine Valenza
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milano
| | - Graziella Rizzo
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Human Pathology “G. Barresi”, Medical Oncology Unit, University of Messina, Messina, Italy
| | - Maria Ilenia Passalacqua
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milan, Italy
- Department of Human Pathology “G. Barresi”, Medical Oncology Unit, University of Messina, Messina, Italy
| | - Laura Boldrini
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milano
| | - Chiara Corti
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milano
| | - Dario Trapani
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milano
| | - Giuseppe Curigliano
- Division of New Drugs and Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milano
| |
Collapse
|
47
|
Sirico M, Virga A, Conte B, Urbini M, Ulivi P, Gianni C, Merloni F, Palleschi M, Gasperoni M, Curcio A, Saha D, Buono G, Muñoz M, De Giorgi U, Schettini F. Neoadjuvant endocrine therapy for luminal breast tumors: State of the art, challenges and future perspectives. Crit Rev Oncol Hematol 2023; 181:103900. [PMID: 36565894 DOI: 10.1016/j.critrevonc.2022.103900] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022] Open
Abstract
Neoadjuvant endocrine treatment (NET) associates to satisfactory rates of breast conservative surgery and conversions from inoperable to operable hormone receptor-positive (HR+)/HER2-negative breast cancer (BC), with less toxicities than neoadjuvant chemotherapy (NACT) and similar outcomes. Hence, it has been proposed as a logical alternative to NACT in patients with HR+/HER2- BC candidate to a neoadjuvant approach. Nevertheless, potential barriers to the widespread use of NET include the heterogeneous nature of patient response coupled with the long duration needed to achieve a clinical response. However, interest in NET has significantly increased in the last decade, owing to more in-depth investigation of several biomarkers for a more adequate patient selection and on-treatment benefit monitoring, such as PEPI score, Ki67 and genomic assays. This review is intended to describe the state-of-the-art regarding NET, its future perspectives and potential integration with molecular biomarkers for the optimal selection of patients, regimen and duration of (neo)adjuvant treatments.
Collapse
Affiliation(s)
- Marianna Sirico
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Alessandra Virga
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Benedetta Conte
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Milena Urbini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Caterina Gianni
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Filippo Merloni
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Michela Palleschi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Marco Gasperoni
- Breast Surgery Unit, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì, Italy
| | - Annalisa Curcio
- Breast Surgery Unit, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì, Italy
| | - Debjani Saha
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Giuseppe Buono
- Department of Breast and Thoracic Oncology, National Cancer Institute, Fondazione G. Pascale, Naples, Italy
| | - Montserrat Muñoz
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
| |
Collapse
|
48
|
Di Cosimo S, Cappelletti V, Pruneri G. Advancing Circulating Tumor DNA for Recurrent Breast Cancer. JCO Precis Oncol 2023; 7:e2200596. [PMID: 36701652 DOI: 10.1200/po.22.00596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Affiliation(s)
- Serena Di Cosimo
- Serena Di Cosimo, MD, PhD, Vera Cappelletti, MSc, and Giancarlo Pruneri, MD, Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Vera Cappelletti
- Serena Di Cosimo, MD, PhD, Vera Cappelletti, MSc, and Giancarlo Pruneri, MD, Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Giancarlo Pruneri
- Serena Di Cosimo, MD, PhD, Vera Cappelletti, MSc, and Giancarlo Pruneri, MD, Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| |
Collapse
|
49
|
Gianni C, Palleschi M, Merloni F, Bleve S, Casadei C, Sirico M, Di Menna G, Sarti S, Cecconetto L, Mariotti M, De Giorgi U. Potential Impact of Preoperative Circulating Biomarkers on Individual Escalating/de-Escalating Strategies in Early Breast Cancer. Cancers (Basel) 2022; 15:96. [PMID: 36612091 PMCID: PMC9817806 DOI: 10.3390/cancers15010096] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/18/2022] [Accepted: 12/20/2022] [Indexed: 12/28/2022] Open
Abstract
The research on non-invasive circulating biomarkers to guide clinical decision is in wide expansion, including the earliest disease settings. Several new intensification/de-intensification strategies are approaching clinical practice, personalizing the treatment for each patient. Moreover, liquid biopsy is revealing its potential with multiple techniques and studies available on circulating biomarkers in the preoperative phase. Inflammatory circulating cells, circulating tumor cells (CTCs), cell-free DNA (cfDNA), circulating tumor DNA (ctDNA), and other biological biomarkers are improving the armamentarium for treatment selection. Defining the escalation and de-escalation of treatments is a mainstay of personalized medicine in early breast cancer. In this review, we delineate the studies investigating the possible application of these non-invasive tools to give a more enlightened approach to escalating/de-escalating strategies in early breast cancer.
Collapse
Affiliation(s)
- Caterina Gianni
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
50
|
Yang XC, Liu H, Liu DC, Tong C, Liang XW, Chen RH. Prognostic value of pan-immune-inflammation value in colorectal cancer patients: A systematic review and meta-analysis. Front Oncol 2022; 12:1036890. [PMID: 36620576 PMCID: PMC9813847 DOI: 10.3389/fonc.2022.1036890] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022] Open
Abstract
Background The pan-immune-inflammation value (PIV) has been reported as a novel prognostic biomarker in multiple malignancies. The aim of this study is to investigate the prognostic value of the PIV in patients with colorectal cancer. Methods We comprehensively searched electronic databases including PubMed, Embase and Web of Science up to August 2022. The endpoints were survival outcomes. Hazard ratios (HRs) with 95% confidence intervals (CIs) for survival data were collected for analysis. Results Six studies including 1879 participants were included. A significant heterogeneity in the PIV cut-off value among studies was observed. The combined results indicated that patients in the high baseline PIV group had a worse overall survival (HR=2.09; 95%CI: 1.67-2.61; P<0.0001; I2 = 7%) and progression-free survival (HR=1.82; 95%CI: 1.49-2.22; P<0.0001; I2 = 15%). In addition, early PIV increase after treatment initiation was significantly associated with decreased overall survival (HR=1.79; 95%CI: 1.13-2.93; P=0.01; I2 = 26%), and a trend toward poor progression-free survival (HR=2.00; 95%CI: 0.90-4.41; P=0.09; I2 = 70%). Conclusion Based on existing evidence, the PIV could act as a valuable prognostic index in patients with colorectal cancer. However, the heterogeneity in the PIV cut-off value among studies should be considered when interpreting these findings.
Collapse
Affiliation(s)
- Xiao-Chuan Yang
- Department of Interventional Radiology, Central South University, Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, Hainan, China
| | - Hui Liu
- Department of Interventional Radiology, Central South University, Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, Hainan, China
| | - Ding-Cheng Liu
- Department of Interventional Radiology, Central South University, Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, Hainan, China
| | - Chao Tong
- Department of Interventional Radiology, Central South University, Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, Hainan, China
| | - Xian-Wen Liang
- Department of Hepatobiliary Surgery, Hainan General Hospital, Haikou, Hainan, China
| | - Ri-Hui Chen
- Department of Interventional Radiology, Central South University, Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, Hainan, China
| |
Collapse
|