Multimodal epigenetic sequencing analysis (MESA) of cell-free DNA for non-invasive colorectal cancer detection DOI Creative Commons
Yumei Li, Jianfeng Xu,

Chaorong Chen

et al.

Genome Medicine, Journal Year: 2024, Volume and Issue: 16(1)

Published: Jan. 16, 2024

Abstract Background Detecting human cancers through cell-free DNA (cfDNA) in blood is a sensitive and non-invasive option. However, capturing multiple forms of epigenetic information remains technical financial challenge. Methods To address this, we developed multimodal sequencing analysis (MESA), flexible approach to integrating diverse range features cfDNA using single experimental assay, i.e., non-disruptive bisulfite-free methylation sequencing, such as Enzymatic Methyl-seq. MESA enables simultaneous inference four modalities: methylation, nucleosome occupancy, fuzziness, windowed protection score for regions surrounding gene promoters polyadenylation sites. Results When applied 690 samples from 3 colorectal cancer clinical cohorts, MESA’s novel modalities, which include genomic features, including sites, improve detection beyond the traditional markers promoter methylation. Conclusions Together, stands major advancement field by utilizing comprehensive complementary profiles effective detection.

Language: Английский

From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment DOI Creative Commons
Kyle Swanson, Eric Q. Wu, Angela Zhang

et al.

Cell, Journal Year: 2023, Volume and Issue: 186(8), P. 1772 - 1791

Published: March 10, 2023

Language: Английский

Citations

256

Blood-based tests for multicancer early detection (PATHFINDER): a prospective cohort study DOI
Deborah Schrag, Tomasz M. Beer, Charles H. McDonnell

et al.

The Lancet, Journal Year: 2023, Volume and Issue: 402(10409), P. 1251 - 1260

Published: Oct. 1, 2023

Language: Английский

Citations

159

Cancers make their own luck: theories of cancer origins DOI Open Access

Amir Jassim,

Eric P. Rahrmann, Benjamin D. Simons

et al.

Nature reviews. Cancer, Journal Year: 2023, Volume and Issue: 23(10), P. 710 - 724

Published: July 24, 2023

Language: Английский

Citations

118

Priming agents transiently reduce the clearance of cell-free DNA to improve liquid biopsies DOI
Carmen Martin-Alonso, Shervin Tabrizi,

Kan Xiong

et al.

Science, Journal Year: 2024, Volume and Issue: 383(6680)

Published: Jan. 18, 2024

Liquid biopsies enable early detection and monitoring of diseases such as cancer, but their sensitivity remains limited by the scarcity analytes cell-free DNA (cfDNA) in blood. Improvements to have primarily relied on enhancing sequencing technology ex vivo. We sought transiently augment level circulating tumor (ctDNA) a blood draw attenuating its clearance report two intravenous priming agents given 1 2 hours before recover more ctDNA. Our consist nanoparticles that act cells responsible for cfDNA DNA-binding antibodies protect cfDNA. In tumor-bearing mice, they greatly increase recovery ctDNA improve detecting small tumors.

Language: Английский

Citations

72

Distinct Hodgkin lymphoma subtypes defined by noninvasive genomic profiling DOI
Stefan Alig, Mohammad Shahrokh Esfahani,

Andrea Garofalo

et al.

Nature, Journal Year: 2023, Volume and Issue: 625(7996), P. 778 - 787

Published: Dec. 11, 2023

Language: Английский

Citations

50

Ultrafast bisulfite sequencing detection of 5-methylcytosine in DNA and RNA DOI Creative Commons
Qing Dai, Chang Ye, Iryna Irkliyenko

et al.

Nature Biotechnology, Journal Year: 2024, Volume and Issue: 42(10), P. 1559 - 1570

Published: Jan. 2, 2024

Bisulfite sequencing (BS-seq) to detect 5-methylcytosine (5mC) is limited by lengthy reaction times, severe DNA damage, overestimation of 5mC level and incomplete C-to-U conversion certain sequences. We present ultrafast BS-seq (UBS-seq), which uses highly concentrated bisulfite reagents high temperatures accelerate the ~13-fold, resulting in reduced damage lower background noise. UBS-seq allows library construction from small amounts purified genomic DNA, such as cell-free or directly 1 100 mouse embryonic stem cells, with less higher genome coverage than conventional BS-seq. Additionally, quantitatively maps RNA (m

Language: Английский

Citations

45

Accelerating the understanding of cancer biology through the lens of genomics DOI Creative Commons
Dongfang Wang, Baolin Liu, Zemin Zhang

et al.

Cell, Journal Year: 2023, Volume and Issue: 186(8), P. 1755 - 1771

Published: April 1, 2023

Language: Английский

Citations

44

Prediction of plasma ctDNA fraction and prognostic implications of liquid biopsy in advanced prostate cancer DOI Creative Commons
Nicolette M. Fonseca, Corinne Maurice‐Dror, Cameron Herberts

et al.

Nature Communications, Journal Year: 2024, Volume and Issue: 15(1)

Published: Feb. 28, 2024

No consensus strategies exist for prognosticating metastatic castration-resistant prostate cancer (mCRPC). Circulating tumor DNA fraction (ctDNA%) is increasingly reported by commercial and laboratory tests but its utility risk stratification unclear. Here, we intersect ctDNA%, treatment outcomes, clinical characteristics across 738 plasma samples from 491 male mCRPC patients two randomized multicentre phase II trials a prospective province-wide blood biobanking program. ctDNA% correlates with serum radiographic metrics of disease burden highest in liver metastases. strongly predicts overall survival, progression-free response independent therapeutic context outperformed established prognostic factors. Recognizing that ctDNA-based biomarker genotyping limited low some patients, leverage the relationship between factors to develop clinically-interpretable machine-learning tool whether patient has sufficient informative ctDNA (available online: https://www.ctDNA.org ). Our results affirm as an actionable provide practical framework optimized testing.

Language: Английский

Citations

35

Cancer screening with multicancer detection tests: A translational science review DOI Open Access
Wendy S. Rubinstein, Christos Patriotis, Anthony Dickherber

et al.

CA A Cancer Journal for Clinicians, Journal Year: 2024, Volume and Issue: 74(4), P. 368 - 382

Published: March 22, 2024

Abstract Multicancer detection (MCD) tests use a single, easily obtainable biospecimen, such as blood, to screen for more than one cancer concurrently. MCD can potentially be used improve early detection, including cancers that currently lack effective screening methods. However, these have unknown and unquantified benefits harms. differ from conventional in the organ responsible positive test is unknown, broad diagnostic workup may necessary confirm location type of underlying cancer. Among two prospective studies involving greater 16,000 individuals, identified those who had some without recommended tests, pancreas, ovary, liver, uterus, small intestine, oropharyngeal, bone, thyroid, hematologic malignancies, at stages. Reported sensitivities range 27% 95% but by are lower stage cancers, which treatment toxicity would lowest potential cure might highest. False reassurance negative result reduce adherence, risking loss proven public health standard‐of‐care screening. Prospective clinical trials needed address uncertainties about accuracy detect different asymptomatic whether sufficiently mortality reduction, degree contribute overdiagnosis overtreatment, work equally well across all populations, appropriate evaluation follow‐up patients with test.

Language: Английский

Citations

27

Design and development of graphene-based double split ring resonator metasurface biosensor using MgF2-gold materials for blood cancer detection DOI
Shobhit K. Patel, Osamah Alsalman

Optical and Quantum Electronics, Journal Year: 2024, Volume and Issue: 56(7)

Published: May 25, 2024

Language: Английский

Citations

26