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Ultra-short cell-free DNA fragments enhance cancer early detection in a multi-analyte blood test combining mutation, protein and fragmentomics.
Wang, Fenfen; Li, Xinxing; Li, Mengxing; Liu, Wendi; Lu, Lingjia; Li, Yang; Chen, Xiaojing; Yang, Siqi; Liu, Tao; Cheng, Wen; Weng, Li; Wang, Hongyan; Lu, Dongsheng; Yao, Qianqian; Wang, Yingyu; Wu, Johnny; Wittkop, Tobias; Faham, Malek; Zhou, Huabang; Hu, Heping; Jin, Hai; Hu, Zhiqian; Ma, Ding; Cheng, Xiaodong.
  • Wang F; Gynecological Oncology Department, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, P.R. China.
  • Li X; Zhejiang Provincial Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P.R. China.
  • Li M; Zhejiang Provincial Clinical Research Center for Obstetrics and Gynecology, Hangzhou, P.R. China.
  • Liu W; Department of Gastrointestinal Surgery, Tongji Hospital Medical College of Tongji University, Shanghai, P.R. China.
  • Lu L; Department of Thoracic Surgery, Changhai Hospital, Second Military Medical University, Shanghai, P.R. China.
  • Li Y; Department of Hepatobiliary Medicine, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, P.R. China.
  • Chen X; Gynecological Oncology Department, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, P.R. China.
  • Yang S; Zhejiang Provincial Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P.R. China.
  • Liu T; Zhejiang Provincial Key Laboratory of Traditional Chinese Medicine for Reproductive Health Research, Hangzhou, P.R. China.
  • Cheng W; Women's Reproductive Health Key Laboratory of Zhejiang Province, Hangzhou, P.R. China.
  • Weng L; Zhejiang Provincial Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P.R. China.
  • Wang H; Zhejiang Provincial Key Laboratory of Traditional Chinese Medicine for Reproductive Health Research, Hangzhou, P.R. China.
  • Lu D; Women's Reproductive Health Key Laboratory of Zhejiang Province, Hangzhou, P.R. China.
  • Yao Q; Women's Reproductive Health Key Laboratory of Zhejiang Province, Hangzhou, P.R. China.
  • Wang Y; Department of Thoracic Surgery, Changhai Hospital, Second Military Medical University, Shanghai, P.R. China.
  • Wu J; Department of Thoracic Surgery, Changhai Hospital, Second Military Medical University, Shanghai, P.R. China.
  • Wittkop T; Department of Research and Development, AccuraGen Inc., San Jose, CA, USA.
  • Faham M; Department of Research and Development, Shanghai Yunsheng Medical Laboratory Co., Ltd., Shanghai, P.R. China.
  • Zhou H; Department of Bioinformatics, Shanghai Yunsheng Medical Laboratory Co., Ltd., Shanghai, P.R. China.
  • Hu H; Department of Medical Science, Shanghai Yunsheng Medical Laboratory Co., Ltd., Shanghai, P.R. China.
  • Jin H; Department of Bioinformatics, AccuraGen Inc., San Jose, CA, USA.
  • Hu Z; Department of Bioinformatics, AccuraGen Inc., San Jose, CA, USA.
  • Ma D; Department of Bioinformatics, AccuraGen Inc., San Jose, CA, USA.
  • Cheng X; AccuraGen Inc., San Jose, CA, USA.
Clin Chem Lab Med ; 62(1): 168-177, 2024 01 26.
Article en En | MEDLINE | ID: mdl-37678194
ABSTRACT

OBJECTIVES:

Cancer morbidity and mortality can be reduced if the cancer is detected early. Cell-free DNA (cfDNA) fragmentomics emerged as a novel epigenetic biomarker for early cancer detection, however, it is still at its infancy and requires technical improvement. We sought to apply a single-strand DNA sequencing technology, for measuring genetic and fragmentomic features of cfDNA and evaluate the performance in detecting multiple cancers.

METHODS:

Blood samples of 364 patients from six cancer types (colorectal, esophageal, gastric, liver, lung, and ovarian cancers) and 675 healthy individuals were included in this study. Circulating tumor DNA mutations, cfDNA fragmentomic features and a set of protein biomarkers were assayed. Sensitivity and specificity were reported by cancer types and stages.

RESULTS:

Circular Ligation Amplification and sequencing (CLAmp-seq), a single-strand DNA sequencing technology, yielded a population of ultra-short fragments (<100 bp) than double-strand DNA preparation protocols and reveals a more significant size difference between cancer and healthy cfDNA fragments (25.84 bp vs. 16.05 bp). Analysis of the subnucleosomal peaks in ultra-short cfDNA fragments indicates that these peaks are regulatory element "footprints" and correlates with gene expression and cancer stages. At 98 % specificity, a prediction model using ctDNA mutations alone showed an overall sensitivity of 46 %; sensitivity reaches 60 % when protein is added, sensitivity further increases to 66 % when fragmentomics is also integrated. More improvements observed for samples representing earlier cancer stages than later ones.

CONCLUSIONS:

These results suggest synergistic properties of protein, genetic and fragmentomics features in the identification of early-stage cancers.
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Ácidos Nucleicos Libres de Células / ADN Tumoral Circulante / Neoplasias Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Año: 2024 Tipo del documento: Article

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Ácidos Nucleicos Libres de Células / ADN Tumoral Circulante / Neoplasias Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Año: 2024 Tipo del documento: Article