Program Official

Principal Investigator

Bruce Marc
Bissonnette
Awardee Organization

University Of Chicago
United States

Fiscal Year
2021
Activity Code
U01
Early Stage Investigator Grants (ESI)
Not Applicable
Project End Date

Development of 5hmC and 5mC biomarkers in cell-free circulating DNA for sensitive colon cancer detection and prognosis

Colorectal cancer (CRC) is a major cause of cancer-related deaths. Screening colonoscopy is the standard of care for CRC detection, but compliance remains below 50% because of challenging preps, procedural costs and potential complications. Specific mutations are rare in CRC, precluding their utility as screening biomarkers. Epigenetic changes, including DNA 5-methylcytosine (5mC), contribute to CRC and are interrogated in several FDA-approved tests, but have limited sensitivity and no prognostic information. Sensitive blood tests for biomarkers in circulating cell-free DNA (cfDNA) could offer greater convenience and higher compliance. In addition to 5mC, changes in 5-hydroxymethylcytosine (5hmC) are important in normal and disease states. 5hmC is an abundant, stable modified cytosine that is generated by DNA demethylation and frequently marks active gene transcription. 5hmC and 5mC could serve as superior biomarkers, given their widespread genomic prevalence, distinct roles in gene regulation, and robust chemical stability. We developed a highly sensitive and selective chemical labeling technology (nano-hmC-Seal) to capture 5hmC bases, and using next generation sequencing (NGS), map their genomic positions. In preliminary studies, we captured and profiled 5hmC and 5mC in cfDNA and paired tumor tissues from 47 controls and 136 patients with recently diagnosed cancers, including 46 with CRC. We developed a classifier to identify genes with differential 5hmC changes in CRC patients and identified consistent cancer-specific epigenetic signatures in tumors and cfDNA. Because of the high sensitivity (~1ng DNA), robustness, clinical convenience and cost-efficiency, we hypothesize that unique cell-free 5hmC and 5mC profiles might be useful as plasma biomarkers to detect CRC and ultimately predict tumor prognosis. We propose to use PLCO biorepository samples and our own archived CRC with annotated clinical outcomes, and newly recruited prospective CRC patients to refine and validate the sensitivity of differentially expressed 5hmC and 5mC gene signatures for CRC diagnosis and prognosis. We propose: Aim 1 to profile 5hmC and 5mC in cfDNA from PLCO samples (CRC and control), using nano-hmCSeal and NGS and refine algorithms for sensitive CRC blood test, using 200 CRC cases and 400 controls for training set, and an additional 200 cases and 400 controls from our prospective cohort for validation set. We will develop discriminators of 5hmC and 5mC modifications to diagnose CRC and control analyses by tumor location, stage, patient age and gender that likely modulate 5hmC and 5mC distributions; Aim 2a to profile 100 PLCO tumors for 5hmC and 5mC distributions and compare distributions to cfDNA (aim 1 samples); In aim 2b, we will study 150 tumors from archived samples with recurrence data (60 relapsed patients vs. 90 clinical feature-matched non-relapsed patients), to detect a predictive index for tumor prognosis. In aim 2c, we will compare markers determined in tumors to markers detected in cfDNA to assess whether we can develop a minimally-invasive, cost-efficient, clinically convenient cfDNA-based marker for tumor prognosis.

Publications

  • Zhang W. Advances in Cancer Early Diagnosis with Liquid Biopsy-based Approaches. Journal of cancer metastasis and treatment. 2021;7. Epub 2021 Apr 23. PMID: 33898756
  • Cai Q, Zhang Z, Cui X, Zeng C, Cai J, Cai J, Wu K, Zhang X, Shi Y, Arvanitakis Z, Bissonnette MA, Chiu BC, Cheng SY, He C, Zhang W. PETCH-DB: a Portal for Exploring Tissue-specific and Complex disease-associated 5-Hydroxymethylcytosines. Database : the journal of biological databases and curation. 2023 Jun 10;2023. PMID: 37387525
  • Li W, Zhang X, Lu X, You L, Song Y, Luo Z, Zhang J, Nie J, Zheng W, Xu D, Wang Y, Dong Y, Yu S, Hong J, Shi J, Hao H, Luo F, Hua L, Wang P, Qian X, Yuan F, Wei L, Cui M, Zhang T, Liao Q, Dai M, Liu Z, Chen G, Meckel K, Adhikari S, Jia G, Bissonnette MB, Zhang X, Zhao Y, Zhang W, He C, Liu J. 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers. Cell research. 2017 Oct;27(10):1243-1257. Epub 2017 Sep 19. PMID: 28925386
  • Dougherty U, Mustafi R, Zhu H, Zhu X, Deb D, Meredith SC, Ayaloglu-Butun F, Fletcher M, Sanchez A, Pekow J, Deng Z, Amini N, Konda VJ, Rao VL, Sakuraba A, Kwesi A, Kupfer SS, Fichera A, Joseph L, Hart J, He F, He TC, West-Szymanski D, Li YC, Bissonnette M. Upregulation of polycistronic microRNA-143 and microRNA-145 in colonocytes suppresses colitis and inflammation-associated colon cancer. Epigenetics. 2021 Dec;16(12):1317-1334. Epub 2020 Dec 28. PMID: 33356812
  • Du J, Liao W, Liu W, Deb DK, He L, Hsu PJ, Nguyen T, Zhang L, Bissonnette M, He C, Li YC. N6-Adenosine Methylation of Socs1 mRNA Is Required to Sustain the Negative Feedback Control of Macrophage Activation. Developmental cell. 2020 Dec 21;55(6):737-753.e7. Epub 2020 Nov 20. PMID: 33220174
  • Zhang Z, Zeng C, Zhang W. Considerations before the application of 5-hydroxymethylation levels of long non-coding RNAs for non-invasive cancer diagnosis. Extracellular vesicles and circulating nucleic acids. 2022;3(1):10-13. Epub 2022 Jan 21. PMID: 35098258
  • Liu M, Zhang Z, Zhang W, Liu SM. Advances in biomarker discovery using circulating cell-free DNA for early detection of hepatocellular carcinoma. WIREs mechanisms of disease. 2023 May-Jun;15(3):e1598. Epub 2023 Jan 25. PMID: 36697374
  • Dougherty U, Mustafi R, Haider HI, Khalil A, Souris JS, Joseph L, Hart J, Konda VJ, Zhang W, Pekow J, Li YC, Bissonnette M. Losartan and Vitamin D Inhibit Colonic Tumor Development in a Conditional Apc-Deleted Mouse Model of Sporadic Colon Cancer. Cancer prevention research (Philadelphia, Pa.). 2019 Jul;12(7):433-448. Epub 2019 May 14. PMID: 31088824
  • Sun HL, Zhu AC, Gao Y, Terajima H, Fei Q, Liu S, Zhang L, Zhang Z, Harada BT, He YY, Bissonnette MB, Hung MC, He C. Stabilization of ERK-Phosphorylated METTL3 by USP5 Increases m6A Methylation. Molecular cell. 2020 Nov 19;80(4):633-647.e7. PMID: 33217317
  • Pekow J, Hernandez K, Meckel K, Deng Z, Haider HI, Khalil A, Zhang C, Talisila N, Siva S, Jasmine F, Li YC, Rubin DT, Hyman N, Bissonnette M, Weber C, Kibriya MG. IBD-associated Colon Cancers Differ in DNA Methylation and Gene Expression Profiles Compared With Sporadic Colon Cancers. Journal of Crohn's & colitis. 2019 Jul 25;13(7):884-893. PMID: 30753380
  • Stuckel AJ, Zhang W, Zhang X, Zeng S, Dougherty U, Mustafi R, Zhang Q, Perreand E, Khare T, Joshi T, West-Szymanski DC, Bissonnette M, Khare S. Enhanced CXCR4 Expression Associates with Increased Gene Body 5-Hydroxymethylcytosine Modification but not Decreased Promoter Methylation in Colorectal Cancer. Cancers. 2020 Feb 26;12. (3). PMID: 32110952
  • Jacobs JD, Wagner T, Gulotta G, Liao C, Li YC, Bissonnette M, Pekow J. Impact of Angiotensin II Signaling Blockade on Clinical Outcomes in Patients with Inflammatory Bowel Disease. Digestive diseases and sciences. 2019 Jul;64(7):1938-1944. Epub 2019 Feb 6. PMID: 30725290
  • Souris JS, Zhang HJ, Dougherty U, Chen NT, Waller JV, Lo LW, Hart J, Chen CT, Bissonnette M. A novel mouse model of sporadic colon cancer induced by combination of conditional Apc genes and chemical carcinogen in the absence of Cre recombinase. Carcinogenesis. 2019 Nov 25;40(11):1376-1386. PMID: 30859181
  • Lu TX, Zheng Z, Zhang L, Sun HL, Bissonnette M, Huang H, He C. A New Model of Spontaneous Colitis in Mice Induced by Deletion of an RNA m6A Methyltransferase Component METTL14 in T Cells. Cellular and molecular gastroenterology and hepatology. 2020;10(4):747-761. Epub 2020 Jul 4. PMID: 32634481
  • Cui XL, Nie J, Ku J, Dougherty U, West-Szymanski DC, Collin F, Ellison CK, Sieh L, Ning Y, Deng Z, Zhao CWT, Bergamaschi A, Pekow J, Wei J, Beadell AV, Zhang Z, Sharma G, Talwar R, Arensdorf P, Karpus J, Goel A, Bissonnette M, Zhang W, Levy S, He C. A human tissue map of 5-hydroxymethylcytosines exhibits tissue specificity through gene and enhancer modulation. Nature communications. 2020 Dec 2;11(1):6161. PMID: 33268789
  • Gao L, Zhang Z, Cui XL, West-Szymanski D, Ye C, He C, Zhang W, Bissonnette M. Analysis of genome-wide 5-hydroxymethylation of blood samples stored in different anticoagulants: opportunities for the expansion of clinical resources for epigenetic research. Epigenetics. 2023 Dec;18(1):2271692. Epub 2023 Oct 29. PMID: 37898998
  • Gaines S, van Praagh JB, Williamson AJ, Jacobson RA, Hyoju S, Zaborin A, Mao J, Koo HY, Alpert L, Bissonnette M, Weichselbaum R, Gilbert J, Chang E, Hyman N, Zaborina O, Shogan BD, Alverdy JC. Western Diet Promotes Intestinal Colonization by Collagenolytic Microbes and Promotes Tumor Formation After Colorectal Surgery. Gastroenterology. 2020 Mar;158(4):958-970.e2. Epub 2019 Oct 23. PMID: 31655031
  • Zhang Z, Zhang W. Fragmentation patterns of circulating cell-free DNA demonstrate biomarker potential for human cancers. Biotarget. 2019 Aug;3. Epub 2019 Aug 29. PMID: 31468030
  • Han D, Liu J, Chen C, Dong L, Liu Y, Chang R, Huang X, Liu Y, Wang J, Dougherty U, Bissonnette MB, Shen B, Weichselbaum RR, Xu MM, He C. Anti-tumour immunity controlled through mRNA m6A methylation and YTHDF1 in dendritic cells. Nature. 2019 Feb;566(7743):270-274. Epub 2019 Feb 6. PMID: 30728504
  • Zhang W. Towards clinical implementation of circulating cell-free DNA in precision medicine. Journal of translational genetics and genomics. 2019 Sep;3. Epub 2019 Sep 17. PMID: 31579300
  • Cai J, Chen L, Zhang Z, Zhang X, Lu X, Liu W, Shi G, Ge Y, Gao P, Yang Y, Ke A, Xiao L, Dong R, Zhu Y, Yang X, Wang J, Zhu T, Yang D, Huang X, Sui C, Qiu S, Shen F, Sun H, Zhou W, Zhou J, Nie J, Zeng C, Stroup EK, Zhang X, Chiu BC, Lau WY, He C, Wang H, Zhang W, Fan J. Genome-wide mapping of 5-hydroxymethylcytosines in circulating cell-free DNA as a non-invasive approach for early detection of hepatocellular carcinoma. Gut. 2019 Dec;68(12):2195-2205. Epub 2019 Jul 29. PMID: 31358576