Cell-Free DNA Fragmentomes in the Diagnostic Evaluation of Patients With Symptoms Suggestive of Lung Cancer

被引:7
|
作者
Leal, Alessandro I. C. [1 ]
Mathios, Dimitrios [2 ]
Jakubowski, Debbie [1 ]
Johansen, Jakob S. [4 ]
Lau, Anna [1 ]
Wu, Tony [1 ]
Cristiano, Stephen [2 ]
Medina, Jamie E. [2 ]
Phallen, Jillian [2 ]
Bruhm, Daniel C. [2 ]
Carey, Jacob [1 ]
Dracopoli, Nicholas C. [1 ]
Bojesen, Stig E. [5 ]
Scharpf, Robert B. [2 ]
Velculescu, Victor E. [2 ]
Vachani, Anil [3 ]
Bach, Peter B. [1 ]
机构
[1] Delfi Diagnost Inc, Palo Alto, CA 94303 USA
[2] Johns Hopkins Univ, Sidney Kimmel Comprehens Canc Ctr, Sch Med, Baltimore, MD USA
[3] Univ Penn, Sch Med, Philadelphia, PA USA
[4] Copenhagen Univ Hosp, Herlev & Gentofte Hosp, Dept Oncol, Herlev, Denmark
[5] Copenhagen Univ Hosp, Herlev & Gentofte Hosp, Dept Clin Biochem, Herlev, Denmark
关键词
cell-free DNA; DELFI; lung cancer; symptoms; CONTRAST-ENHANCED CT; ED AMERICAN-COLLEGE; CHEST-X-RAY; TIMELINESS; PHYSICIANS; TIME; MANAGEMENT; PROGRAM; ACCESS; CARE;
D O I
10.1016/j.chest.2023.04.033
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
BACKGROUND: The diagnostic workup of individuals suspected of having lung cancer can be complex and protracted because conventional symptoms of lung cancer have low specificity and sensitivity.RESEARCH QUESTION: Among individuals with symptoms of lung cancer, can a blood-based approach to analyze cell-free DNA (cfDNA) fragmentation (the DNA evaluation of fragments for early interception [DELFI] score) enhance evaluation for the possible presence of lung cancer?STUDY DESIGN AND METHODS: Adults were referred to Bispebjerg Hospital (Copenhagen, Denmark) for diagnostic evaluation of initial imaging anomalies and symptoms consistent with lung cancer. Numbers and types of symptoms were extracted from medical records. cfDNA from plasma samples obtained at the prediagnostic visit was isolated, sequenced, and analyzed for genome-wide cfDNA fragmentation patterns. The relationships among clinical presentation, cancer status, and DELFI score were examined.RESULTS: A total of 296 individuals were analyzed. Median DELFI scores were higher for those with lung cancer (n = 98) than those without cancer (n = 198; 0.94 vs 0.19; P < .001). In a multivariate model adjusted for age, smoking history, and presenting symptoms, the addition of the DELFI score improved the prediction of lung cancer for those who demonstrated symptoms (area under the receiver operating characteristic curve, 0.74-0.94).INTERPRETATION: The DELFI score distinguishes individuals with lung cancer from those without cancer better than suspicious symptoms do. These results represent proof-of-concept support that fragmentation-based biomarker approaches may facilitate diagnostic resolution for patients with concerning symptoms of lung cancer.
引用
收藏
页码:1019 / 1027
页数:9
相关论文
共 50 条
  • [1] Prospective evaluation of cell-free DNA fragmentomes for lung cancer detection
    Mazzone, Peter J.
    Wong, Kwok-Kin
    Tsay, Jun-Chieh J.
    Pass, Harvey I.
    Vachani, Anil
    Ryan, Allison
    Carey, Jacob
    Jakubowski, Debbie
    Wu, Tony
    Zong, Yuhua
    Portwood, Carter
    Lumbard, Keith
    Catallini, Joseph
    Dracopoli, Nicholas C.
    Maddala, Tara
    Bach, Peter B.
    Scharpf, Robert B.
    Velculescu, Victor E.
    CANCER RESEARCH, 2023, 83 (07)
  • [2] Detection and characterization of lung cancer using cell-free DNA fragmentomes
    Mathios, Dimitrios
    Johansen, Jakob Sidenius
    Cristiano, Stephen
    Medina, Jamie E.
    Phallen, Jillian
    Larsen, Klaus R.
    Bruhm, Daniel C.
    Niknafs, Noushin
    Ferreira, Leonardo
    Adleff, Vilmos
    Chiao, Jia Yuee
    Leal, Alessandro
    Noe, Michael
    White, James R.
    Arun, Adith S.
    Hruban, Carolyn
    Annapragada, Akshaya, V
    Jensen, Sarah Ostrup
    Orntoft, Mai-Britt Worm
    Madsen, Anders Husted
    Carvalho, Beatriz
    de Wit, Meike
    Carey, Jacob
    Dracopoli, Nicholas C.
    Maddala, Tara
    Fang, Kenneth C.
    Hartman, Anne-Renee
    Forde, Patrick M.
    Anagnostou, Valsamo
    Brahmer, Julie R.
    Fijneman, Remond J. A.
    Nielsen, Hans Jorgen
    Meijer, Gerrit A.
    Andersen, Claus Lindbjerg
    Mellemgaard, Anders
    Bojesen, Stig E.
    Scharpf, Robert B.
    Velculescu, Victor E.
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [3] Detection and characterization of lung cancer using cell-free DNA fragmentomes
    Dimitrios Mathios
    Jakob Sidenius Johansen
    Stephen Cristiano
    Jamie E. Medina
    Jillian Phallen
    Klaus R. Larsen
    Daniel C. Bruhm
    Noushin Niknafs
    Leonardo Ferreira
    Vilmos Adleff
    Jia Yuee Chiao
    Alessandro Leal
    Michael Noe
    James R. White
    Adith S. Arun
    Carolyn Hruban
    Akshaya V. Annapragada
    Sarah Østrup Jensen
    Mai-Britt Worm Ørntoft
    Anders Husted Madsen
    Beatriz Carvalho
    Meike de Wit
    Jacob Carey
    Nicholas C. Dracopoli
    Tara Maddala
    Kenneth C. Fang
    Anne-Renee Hartman
    Patrick M. Forde
    Valsamo Anagnostou
    Julie R. Brahmer
    Remond J. A. Fijneman
    Hans Jørgen Nielsen
    Gerrit A. Meijer
    Claus Lindbjerg Andersen
    Anders Mellemgaard
    Stig E. Bojesen
    Robert B. Scharpf
    Victor E. Velculescu
    Nature Communications, 12
  • [4] Dissecting small cell lung cancer subtypes with cell-free DNA fragmentomes
    Rinaldi, Lorenzo
    Skidmore, Zachary L.
    Alipanahi, Bahar
    Graham, Garrett
    Chesnick, Bryan
    Takahashi, Nobuyuki
    Kumar, Rajesh
    Goyal, Shubhank
    Abel, Melissa Lauren
    Malin, Justin
    Desai, Parth Anil
    Dracopoli, Nicholas C.
    Velculescu, Victor E.
    Thomas, Anish
    Leal, Alessandro
    JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
  • [5] CELL-FREE DNA FRAGMENTOMES FOR DETECTION OF LIVER CANCER
    Foda, Zachariah
    Annapragada, Akshaya V.
    Boyapati, Kavya
    Bruhm, Daniel C.
    Vulpescu, Nicholas
    Medina, Jamie E.
    Mathios, Dimitriois
    Cristiano, Stephen
    Nikfas, Noushin
    Luu, Harry
    Goggins, Micheal G.
    Adleff, Vilmos
    Anders, Robert A.
    Phallen, Jillian
    Scharpf, Robert B.
    Velculescu, Victor E.
    Kim, Amy K.
    HEPATOLOGY, 2022, 76 : S177 - S178
  • [6] Monitoring response to immunotherapy in lung cancer using cell-free DNA fragmentomes
    Sivapalan, Lavanya
    Alipanahi, Bahar
    Medina, Jamie E.
    Tripp, Bridget
    Skidmore, Zachary L.
    Ghanem, Paola
    Pereira, Gavin
    Rao, Nisha
    Velliangiri, Kavya
    Schonewolf, Caitlin
    Niknafs, Noushin
    Chesnick, Bryan
    Tom, Jennifer
    Cristiano, Stephen
    Bach, Peter
    Dracopoli, Nicholas C.
    Scharpf, Robert B.
    Velculescu, Victor
    Rinaldi, Lorenzo
    Anagnostou, Valsamo
    CLINICAL CANCER RESEARCH, 2024, 30 (21)
  • [7] Enhancing Diagnostic Evaluation of Patients with Symptoms of Lung Cancer Using the DELFI Circulating Cell-Free DNA Approach for Cancer Detection
    Leal, A.
    Mathios, D.
    Johansen, J. S.
    Lau, A.
    Jakubowski, D.
    Cristiano, S.
    Medina, J. E.
    Phallen, J.
    Larsen, K. R.
    Bruhm, D. C.
    Carey, J.
    Dracopoli, N. C.
    Maddala, T.
    Bojesen, S. E.
    Scharpf, R. B.
    Velculescu, V. E.
    Bach, P. B.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2022, 205
  • [8] Detecting Liver Cancer Using Cell-Free DNA Fragmentomes
    Foda, Zachariah H.
    Annapragada, Akshaya, V
    Boyapati, Kavya
    Bruhm, Daniel C.
    Vulpescu, Nicholas A.
    Medina, Jamie E.
    Mathios, Dimitrios
    Cristiano, Stephen
    Niknafs, Noushin
    Luu, Harry T.
    Goggins, Michael G.
    Anders, Robert A.
    Sun, Jing
    Meta, Shruti H.
    Thomas, David L.
    Kirk, Gregory D.
    Adleff, Vilmos
    Phallen, Jillian
    Scharpf, Robert B.
    Kim, Amy K.
    Velculescu, Victor E.
    CANCER DISCOVERY, 2023, 13 (03) : 616 - 631
  • [9] Cancer treatment monitoring using cell-free DNA fragmentomes
    Fijneman, R.
    Rinaldi, L.
    Skidmore, Z.
    Alipanahi, B.
    Keefer, L.
    Erve, I. van 't
    Lumbard, K.
    Carey, J.
    Chesnick, B.
    Cristiano, S.
    Dracopoli, N.
    Scharpf, R.
    Meijer, G.
    Leal, A. I. C.
    Velculescu, V.
    ANNALS OF ONCOLOGY, 2024, 35 : S239 - S239
  • [10] Cancer treatment monitoring using cell-free DNA fragmentomes
    van't Erve, Iris
    Alipanahi, Bahar
    Lumbard, Keith
    Skidmore, Zachary L.
    Rinaldi, Lorenzo
    Millberg, Laurel K.
    Carey, Jacob
    Chesnick, Bryan
    Cristiano, Stephen
    Portwood, Carter
    Wu, Tony
    Peters, Erica
    Bolhuis, Karen
    Punt, Cornelis J. A.
    Tom, Jennifer
    Bach, Peter B.
    Dracopoli, Nicholas C.
    Meijer, Gerrit A.
    Scharpf, Robert B.
    Velculescu, Victor E.
    Fijneman, Remond J. A.
    Leal, Alessandro
    NATURE COMMUNICATIONS, 2024, 15 (01)