Principal Investigator

Youping
Deng
Awardee Organization

University Of Hawaii At Manoa
United States

Fiscal Year
2022
Activity Code
R01
Early Stage Investigator Grants (ESI)
Not Applicable
Project End Date

Profiling genome-wide circulating ncRNAs for the early detection of lung cancer

The 5-year survival for patients with lung cancer remains dismal at approximately 15%. It has been estimated that early diagnosis of lung cancer can provide a 60-80% survival benefit. The National Lung Screening Trial (NLST) demonstrated a 20% relative reduction in lung cancer mortality with the use of annual low-dose computed tomography (LDCT) screening compared to annual chest x-ray. The difference in lung cancers identified was due to the identification of more early-stage lung cancers, as there was no difference in the number of stage IIB-IV cancers between groups. The authors concluded that LDCT screening reduced lung cancer mortality in appropriately selected high-risk patients. Unfortunately, nearly 40% of patients in the NLST had a positive screen at one point, with 96.4% of these being false positives. Accordingly, the International Association for the Study of Lung Cancer (IASLC) and the Strategic CT Screening Advisory Committee (SSAC) published a position statement calling for the increased use of blood-based biomarkers to augment the diagnostic accuracy of LDCT screening, so it is urgently necessary to develop new non-invasive methods, such as identifying blood molecular biomarkers, for early detection of lung cancer. Our immediate objective for this proposal is to identify circulating non-coding RNA (ncRNA) markers for the early detection of lung cancer using prospectively collected human blood samples. Very few studies have compared the expression profiles of circulating miRNA between benign lesions and lung cancer. Therefore, it is important to validate existing miRNA studies and identify potential novel circulating miRNA markers for early detection of lung cancer. In addition, recent studies have shown that other types of small ncRNAs such as small nucleolar RNAs (snoRNAs) and transfer RNAs (tRNAs) play important roles in cancer development and progression. However, there are no reports which use other types of circulating small ncRNAs as markers for lung cancer early detection. We hypothesize that circulating ncRNA could be used as biomarkers for early detection of lung cancer. Based on next generation small RNA sequencing, we have identified circulating plasma ncRNAs that are significantly differentiated in expression between non-malignant and lung cancer biospecimens. Moreover, although a series of publications have reported the potential circulating miRNA markers for early detection of lung cancer, they are quite inconsistent. In order to increase our sequencing power, evaluate our previous finding and other published biomarkers for early detection of lung cancer. Using prospectively collected plasma samples, in the proposed study, we would like to reach the following aims: 1. Measure the types and levels of ncRNA expression in human plasma from non-malignant and lung cancer biospecimens. 2. Evaluate ncRNA markers that vary reproducibly between non-malignant samples and lung cancer samples based on the realtime PCR platform. 3. Validate and test the predictive value of the ncRNA markers using independent samples.

Publications

  • Menor M, Zhu Y, Wang Y, Zhang J, Jiang B, Deng Y. Development of somatic mutation signatures for risk stratification and prognosis in lung and colorectal adenocarcinomas. BMC medical genomics. 2019 Jan 31;12(Suppl 1):24. PMID: 30704450
  • Rodriguez RM, Khadka VS, Menor M, Hernandez BY, Deng Y. Tissue-associated microbial detection in cancer using human sequencing data. BMC bioinformatics. 2020 Dec 3;21(Suppl 9):523. PMID: 33272199
  • Nakatsu K, Jijiwa M, Khadka V, Nasu M, Huo M, Deng Y. sRNAfrag: A pipeline and suite of tools to analyze fragmentation in small RNA sequencing data. bioRxiv : the preprint server for biology. 2023 Aug 21. PMID: 37662282
  • Chen Y, Zitello E, Guo R, Deng Y. The function of LncRNAs and their role in the prediction, diagnosis, and prognosis of lung cancer. Clinical and translational medicine. 2021 Apr;11(4):e367. PMID: 33931980
  • Fang R, Zhu Y, Khadka VS, Zhang F, Jiang B, Deng Y. The Evaluation of Serum Biomarkers for Non-small Cell Lung Cancer (NSCLC) Diagnosis. Frontiers in physiology. 2018 Nov 29;9:1710. doi: 10.3389/fphys.2018.01710. eCollection 2018. PMID: 30555348
  • Rodriguez RM, Hernandez BY, Menor M, Deng Y, Khadka VS. The landscape of bacterial presence in tumor and adjacent normal tissue across 9 major cancer types using TCGA exome sequencing. Computational and structural biotechnology journal. 2020 Mar 13;18:631-641. doi: 10.1016/j.csbj.2020.03.003. eCollection 2020. PMID: 32257046
  • Fu Y, Ling Z, Arabnia H, Deng Y. Current trend and development in bioinformatics research. BMC bioinformatics. 2020 Dec 3;21(Suppl 9):538. PMID: 33272214
  • Kumar R, Deng Y, Fan JB, Wei L. Editorial: Early Detection and Diagnosis of Cancer. Frontiers in genetics. 2022 Mar 14;13:875421. doi: 10.3389/fgene.2022.875421. eCollection 2022. PMID: 35360854
  • Foox J, Nordlund J, Lalancette C, Gong T, Lacey M, Lent S, Langhorst BW, Ponnaluri VKC, Williams L, Padmanabhan KR, Cavalcante R, Lundmark A, Butler D, Mozsary C, Gurvitch J, Greally JM, Suzuki M, Menor M, Nasu M, Alonso A, Sheridan C, Scherer A, Bruinsma S, Golda G, Muszynska A, Łabaj PP, Campbell MA, Wos F, Raine A, Liljedahl U, Axelsson T, Wang C, Chen Z, Yang Z, Li J, Yang X, Wang H, Melnick A, Guo S, Blume A, Franke V, Ibanez de Caceres I, Rodriguez-Antolin C, Rosas R, Davis JW, Ishii J, Megherbi DB, Xiao W, Liao W, Xu J, Hong H, Ning B, Tong W, Akalin A, Wang Y, Deng Y, Mason CE. The SEQC2 epigenomics quality control (EpiQC) study. Genome biology. 2021 Dec 6;22(1):332. PMID: 34872606
  • Marikawa Y, Chen HR, Menor M, Deng Y, Alarcon VB. Exposure-based assessment of chemical teratogenicity using morphogenetic aggregates of human embryonic stem cells. Reproductive toxicology (Elmsford, N.Y.). 2020 Jan;91:74-91. Epub 2019 Nov 8. PMID: 31711903
  • Zhang F, Wu X, Chen W, Deng Y. Editorial: Cancer Informatics Toward Precision Medicine. Frontiers in medicine. 2020 Nov 25;7:576611. doi: 10.3389/fmed.2020.576611. eCollection 2020. PMID: 33330533
  • Deng Y, Zhu Y, Wang H, Khadka VS, Hu L, Ai J, Dou Y, Li Y, Dai S, Mason CE, Wang Y, Jia W, Zhang J, Huang G, Jiang B. Ratio-Based Method To Identify True Biomarkers by Normalizing Circulating ncRNA Sequencing and Quantitative PCR Data. Analytical chemistry. 2019 May 21;91(10):6746-6753. Epub 2019 Apr 30. PMID: 31002238
  • Siriwardhana C, Khadka VS, Chen JJ, Deng Y. Development of a miRNA-seq based prognostic signature in lung adenocarcinoma. BMC cancer. 2019 Jan 8;19(1):34. PMID: 30621620
  • Zhao T, Khadka VS, Deng Y. Identification of lncRNA biomarkers for lung cancer through integrative cross-platform data analyses. Aging. 2020 Jul 16;12(14):14506-14527. Epub 2020 Jul 16. PMID: 32675385
  • Gong T, Borgard H, Zhang Z, Chen S, Gao Z, Deng Y. Analysis and Performance Assessment of the Whole Genome Bisulfite Sequencing Data Workflow: Currently Available Tools and a Practical Guide to Advance DNA Methylation Studies. Small methods. 2022 Mar;6(3):e2101251. Epub 2022 Jan 22. PMID: 35064762
  • Genomic Data Science Community Network, Alcazar R, Alvarez M, Arnold R, Ayalew M, Best LG, Campbell MC, Chowdhury K, Cox KEL, Daulton C, Deng Y, Easter C, Fuller K, Hakim ST, Hoffman AM, Kucher N, Lee A, Lee J, Leek JT, Meller R, Méndez LB, Méndez-González MP, Mosher S, Nishiguchi M, Pratap S, Rolle T, Roy S, Saidi R, Schatz MC, Sen SK, Sniezek J, Martinez ES, Tan FJ, Vessio J, Watson K, Westbroek W, Wilcox J, Wright C, Xie X. Diversifying the genomic data science research community. Genome research. 2022 Jul 20;32(7):1231-41. Epub 2022 Jul 20. PMID: 35858750
  • Awad CS, Deng Y, Kwagyan J, Roche-Lima A, Tchounwou PB, Wang Q, Idris MY. Summary of Year-One Effort of the RCMI Consortium to Enhance Research Capacity and Diversity with Data Science. International journal of environmental research and public health. 2022 Dec 24;20. (1). PMID: 36612607
  • Huo M, Rai SK, Nakatsu K, Deng Y, Jijiwa M. Subverting the Canon: Novel Cancer-Promoting Functions and Mechanisms for snoRNAs. International journal of molecular sciences. 2024 Mar 2;25. (5). PMID: 38474168
  • Nasu M, Khadka VS, Jijiwa M, Kobayashi K, Deng Y. Exploring Optimal Biomarker Sources: A Comparative Analysis of Exosomes and Whole Plasma in Fasting and Non-Fasting Conditions for Liquid Biopsy Applications. International journal of molecular sciences. 2023 Dec 27;25. (1). PMID: 38203541
  • Nakatsu K, Jijiwa M, Khadka V, Nasu M, Deng Y. sRNAfrag: a pipeline and suite of tools to analyze fragmentation in small RNA sequencing data. Briefings in bioinformatics. 2023 Nov 22;25. (1). PMID: 38243693
  • Chen Y, Gao Z, Mohd-Ibrahim I, Yang H, Wu L, Fu Y, Deng Y. Pan-cancer analyses of bromodomain containing 9 as a novel therapeutic target reveals its diagnostic, prognostic potential and biological mechanism in human tumours. Clinical and translational medicine. 2024 Feb;14(2):e1543. PMID: 38303608