Grant Details
Grant Number: |
1R21CA222940-01 Interpret this number |
Primary Investigator: |
Wu, Kana |
Organization: |
Harvard School Of Public Health |
Project Title: |
Integrating Diet and Tissue Whole Exome Sequencing Data to Study Processed Meat and Colorectal Cancer |
Fiscal Year: |
2018 |
Abstract
Project Summary/Abstract
Processed meat is an established risk factor for colorectal cancer (CRC), but underlying mechanisms are still
unknown and intake in the US remains high. Further, the burden of cancer and other adverse health outcomes
attributable to high processed meat intake has been estimated to contribute to over 644,000 deaths in 2013
worldwide. Hypothesized key mechanisms involve additives in processed meats such as nitrate or nitrite,
precursors to carcinogenic N-nitroso compounds (NOCs), which are alkylating agents and can induce G > A
transitions. Due to the lack of a long-term biomarker for NOC exposure, previous studies relating dietary intake
of nitrate or NOCs to CRC have been inconsistent. Despite the dearth of scientific evidence directly linking N-
nitroso compounds (NOC) per se to human cancers, processed meat items labeled “no nitrates/nitrites added”
are increasingly being sold as a “healthy” alternative to traditional processed meats leading many consumers
to believe that it is perfectly “safe” to consume “healthy” processed meat items. However, there is evidence
from a limited number of studies that higher processed meat intake may be associated with CRC driver genes
with higher frequency of G>A transitions, indicating a mechanistic link with NOCs. Recent advances in next
generation high output sequencing have facilitated the assessment “mutational signatures” which are defined
by the type of DNA damage resulting from certain DNA damaging agents, e.g., alkylating damage due to NOC
exposure. We propose a very cost-effective study by using existing data from the Nurses' Health Study I (NHS)
established in 1976 with 121,701 female nurses aged 30- 55 years at enrollment and the Health Professionals
Follow-Up Study (HPFS) established in 1986 with 51,529 male health professionals aged 40-75 years. Self-
administered questionnaires collected detailed data on lifestyle (updated every two years) and diet (updated
every four years). Tumor tissues are also available in these cohorts. We will integrate repeated measures of
diet and tumor tissue whole exome sequencing data (WES) to study underlying pathways. Aim 1a will assess
whether cases with high processed meat intake have a higher frequency of G>A transitions in known and
novel driver genes. Aim 1b will examine whether high processed meat consumers are more likely to exhibit a
mutational signature indicative of alkylating DNA damage in their exome than those with low processed meat
intake. Examining WES data in the context of our prospectively collected diet data provides an unprecedented
opportunity to gain more insight into hypothesized or novel pathways and strengthen biologic plausibility. This
knowledge is crucial to inform dietary guidelines for cancer prevention and guide food reformulation efforts.
While avoiding processed meat is undoubtedly preferable, changing consumer choices is extremely time
consuming. In the meantime, identifying interventions that can inhibit processed meat toxicity may be more
effective to lessen the burden of cancers attributable to high processed meat consumption.
Publications
Simple Prediction Model for Colorectal Serrated Polyps: Development and External Validation Study in U.S. Prospective Cohorts.
Authors: Lyu Z.
, Hang D.
, He X.
, Wu K.
, Cao Y.
, Rosner B.
, Chan A.T.
, Ogino S.
, Li N.
, Dai M.
, et al.
.
Source: Cancer Prevention Research (philadelphia, Pa.), 2023-05-01 00:00:00.0; 16(5), p. 293-302.
PMID: 36857746
Related Citations
Fructose consumption from different food sources and cardiometabolic biomarkers: cross-sectional associations in US men and women.
Authors: Li X.
, Joh H.K.
, Hur J.
, Song M.
, Zhang X.
, Cao Y.
, Wu K.
, Giovannucci E.L.
.
Source: The American Journal Of Clinical Nutrition, 2023 Mar; 117(3), p. 490-498.
EPub date: 2023-01-13 00:00:00.0.
PMID: 36811469
Related Citations
Fructose consumption from different food sources and cardiometabolic biomarkers: cross-sectional associations in US men and women.
Authors: Li X.
, Joh H.K.
, Hur J.
, Song M.
, Zhang X.
, Cao Y.
, Wu K.
, Giovannucci E.L.
.
Source: The American Journal Of Clinical Nutrition, 2023 Mar; 117(3), p. 490-498.
EPub date: 2023-01-13 00:00:00.0.
PMID: 36811469
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Ultra-processed food consumption and risk of colorectal cancer precursors: results from 3 prospective cohorts.
Authors: Hang D.
, Wang L.
, Fang Z.
, Du M.
, Wang K.
, He X.
, Khandpur N.
, Rossato S.L.
, Wu K.
, Hu Z.
, et al.
.
Source: Journal Of The National Cancer Institute, 2023-02-08 00:00:00.0; 115(2), p. 155-164.
PMID: 36477589
Related Citations
Total calcium, dairy foods and risk of colorectal cancer: a prospective cohort study of younger US women.
Authors: Kim H.
, Hur J.
, Wu K.
, Song M.
, Wang M.
, Smith-Warner S.A.
, Zhang X.
, Giovannucci E.L.
.
Source: International Journal Of Epidemiology, 2022-10-31 00:00:00.0; , .
EPub date: 2022-10-31 00:00:00.0.
PMID: 36315018
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Sugar-sweetened beverage and sugar consumption and colorectal cancer incidence and mortality according to anatomic subsite.
Authors: Yuan C.
, Joh H.K.
, Wang Q.L.
, Zhang Y.
, Smith-Warner S.A.
, Wang M.
, Song M.
, Cao Y.
, Zhang X.
, Zoltick E.S.
, et al.
.
Source: The American Journal Of Clinical Nutrition, 2022-04-25 00:00:00.0; , .
EPub date: 2022-04-25 00:00:00.0.
PMID: 35470384
Related Citations
Spatial Organization and Prognostic Significance of NK and NKT-like Cells via Multimarker Analysis of the Colorectal Cancer Microenvironment.
Authors: Väyrynen J.P.
, Haruki K.
, Lau M.C.
, Väyrynen S.A.
, Ugai T.
, Akimoto N.
, Zhong R.
, Zhao M.
, Dias Costa A.
, Borowsky J.
, et al.
.
Source: Cancer Immunology Research, 2021-12-22 00:00:00.0; , .
EPub date: 2021-12-22 00:00:00.0.
PMID: 34937729
Related Citations
Gallstone Disease and Risk of Conventional Adenomas and Serrated Polyps: A Prospective Study.
Authors: Polychronidis G.
, Wang K.
, Lo C.H.
, Wang L.
, He M.
, Knudsen M.D.
, Wu K.
, Joshi A.D.
, Ogino S.
, Giovannucci E.L.
, et al.
.
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2021-10-07 00:00:00.0; , .
EPub date: 2021-10-07 00:00:00.0.
PMID: 34620626
Related Citations
Sugar-sweetened beverage, artificially sweetened beverage and sugar intake and colorectal cancer survival.
Authors: Zoltick E.S.
, Smith-Warner S.A.
, Yuan C.
, Wang M.
, Fuchs C.S.
, Meyerhardt J.A.
, Chan A.T.
, Ng K.
, Ogino S.
, Stampfer M.J.
, et al.
.
Source: British Journal Of Cancer, 2021-07-15 00:00:00.0; , .
EPub date: 2021-07-15 00:00:00.0.
PMID: 34267328
Related Citations
The sulfur microbial diet is associated with increased risk of early-onset colorectal cancer precursors.
Authors: Nguyen L.H.
, Cao Y.
, Hur J.
, Mehta R.S.
, Sikavi D.R.
, Wang Y.
, Ma W.
, Wu K.
, Song M.
, Giovannucci E.L.
, et al.
.
Source: Gastroenterology, 2021-07-14 00:00:00.0; , .
EPub date: 2021-07-14 00:00:00.0.
PMID: 34273347
Related Citations
Changes in lifestyle factors after endoscopic screening: a prospective study in the US.
Authors: Knudsen M.D.
, Wang L.
, Wang K.
, Wu K.
, Ogino S.
, Chan A.T.
, Giovannucci E.
, Song M.
.
Source: Clinical Gastroenterology And Hepatology : The Official Clinical Practice Journal Of The American Gastroenterological Association, 2021-07-10 00:00:00.0; , .
EPub date: 2021-07-10 00:00:00.0.
PMID: 34256146
Related Citations
Total Vitamin D Intake and Risks of Early-Onset Colorectal Cancer and Precursors.
Authors: Kim H.
, Lipsyc-Sharf M.
, Zong X.
, Wang X.
, Hur J.
, Song M.
, Wang M.
, Smith-Warner S.A.
, Fuchs C.
, Ogino S.
, et al.
.
Source: Gastroenterology, 2021-07-07 00:00:00.0; , .
EPub date: 2021-07-07 00:00:00.0.
PMID: 34245763
Related Citations
Discovery and features of an alkylating signature in colorectal cancer.
Authors: Gurjao C.
, Zhong R.
, Haruki K.
, Li Y.Y.
, Spurr L.F.
, Lee-Six H.
, Reardon B.
, Ugai T.
, Zhang X.
, Cherniack A.D.
, et al.
.
Source: Cancer Discovery, 2021-06-17 00:00:00.0; , .
EPub date: 2021-06-17 00:00:00.0.
PMID: 34140290
Related Citations
Sugar-sweetened beverage intake in adulthood and adolescence and risk of early-onset colorectal cancer among women.
Authors: Hur J.
, Otegbeye E.
, Joh H.K.
, Nimptsch K.
, Ng K.
, Ogino S.
, Meyerhardt J.A.
, Chan A.T.
, Willett W.C.
, Wu K.
, et al.
.
Source: Gut, 2021-05-06 00:00:00.0; , .
EPub date: 2021-05-06 00:00:00.0.
PMID: 33958435
Related Citations
Prognostic significance of myeloid immune cells and their spatial distribution in the colorectal cancer microenvironment.
Authors: Väyrynen J.P.
, Haruki K.
, Väyrynen S.A.
, Lau M.C.
, Dias Costa A.
, Borowsky J.
, Zhao M.
, Ugai T.
, Kishikawa J.
, Akimoto N.
, et al.
.
Source: Journal For Immunotherapy Of Cancer, 2021 Apr; 9(4), .
PMID: 33931472
Related Citations
Simple Sugar and Sugar-Sweetened Beverage Intake During Adolescence and Risk of Colorectal Cancer Precursors.
Authors: Joh H.K.
, Lee D.H.
, Hur J.
, Nimptsch K.
, Chang Y.
, Joung H.
, Zhang X.
, Rezende L.F.M.
, Lee J.E.
, Ng K.
, et al.
.
Source: Gastroenterology, 2021-03-19 00:00:00.0; , .
EPub date: 2021-03-19 00:00:00.0.
PMID: 33753105
Related Citations
Alcohol intake in early adulthood and risk of colorectal cancer: three large prospective cohort studies of men and women in the United States.
Authors: Hur J.
, Smith-Warner S.A.
, Rimm E.B.
, Willett W.C.
, Wu K.
, Cao Y.
, Giovannucci E.
.
Source: European Journal Of Epidemiology, 2021-02-15 00:00:00.0; , .
EPub date: 2021-02-15 00:00:00.0.
PMID: 33586078
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Dairy intake during adolescence and risk of colorectal adenoma later in life.
Authors: Nimptsch K.
, Lee D.H.
, Zhang X.
, Song M.
, Farvid M.S.
, Rezende L.F.M.
, Cao Y.
, Chan A.T.
, Fuchs C.
, Meyerhardt J.
, et al.
.
Source: British Journal Of Cancer, 2021-01-04 00:00:00.0; , .
EPub date: 2021-01-04 00:00:00.0.
PMID: 33398066
Related Citations
Comprehensive Assessment of Diet Quality and Risk of Precursors of Early-Onset Colorectal Cancer.
Authors: Zheng X.
, Hur J.
, Nguyen L.H.
, Liu J.
, Song M.
, Wu K.
, Smith-Warner S.A.
, Ogino S.
, Willett W.C.
, Chan A.T.
, et al.
.
Source: Journal Of The National Cancer Institute, 2020-11-02 00:00:00.0; , .
EPub date: 2020-11-02 00:00:00.0.
PMID: 33136160
Related Citations
Glucosamine and chondroitin supplements and risk of colorectal adenoma and serrated polyp.
Authors: Lee D.H.
, Cao C.
, Zong X.
, Zhang X.
, O'Connell K.
, Song M.
, Wu K.
, Du M.
, Cao Y.
, Giovannucci E.L.
, et al.
.
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2020-10-14 00:00:00.0; , .
EPub date: 2020-10-14 00:00:00.0.
PMID: 33055203
Related Citations
The prognostic role of macrophage polarization in the colorectal cancer microenvironment.
Authors: Väyrynen J.P.
, Haruki K.
, Lau M.C.
, Väyrynen S.A.
, Zhong R.
, Dias Costa A.
, Borowsky J.
, Zhao M.
, Fujiyoshi K.
, Arima K.
, et al.
.
Source: Cancer Immunology Research, 2020-10-06 00:00:00.0; , .
EPub date: 2020-10-06 00:00:00.0.
PMID: 33023967
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Post-diagnosis dietary insulinemic potential and survival outcomes among colorectal cancer patients.
Authors: Tabung F.K.
, Noonan A.
, Lee D.H.
, Song M.
, Clinton S.K.
, Spakowicz D.
, Wu K.
, Cheng E.
, Meyerhardt J.A.
, Fuchs C.S.
, et al.
.
Source: Bmc Cancer, 2020-08-27 00:00:00.0; 20(1), p. 817.
EPub date: 2020-08-27 00:00:00.0.
PMID: 32854644
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Periodontal Disease, Tooth Loss, and Risk of Serrated Polyps and Conventional Adenomas.
Authors: Lo C.H.
, Nguyen L.H.
, Wu K.
, Ogino S.
, Chan A.T.
, Giovannucci E.L.
, Song M.
.
Source: Cancer Prevention Research (philadelphia, Pa.), 2020-07-29 00:00:00.0; , .
EPub date: 2020-07-29 00:00:00.0.
PMID: 32727821
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Periodontal disease, tooth loss, and risk of oesophageal and gastric adenocarcinoma: a prospective study.
Authors: Lo C.H.
, Kwon S.
, Wang L.
, Polychronidis G.
, Knudsen M.D.
, Zhong R.
, Cao Y.
, Wu K.
, Ogino S.
, Giovannucci E.L.
, et al.
.
Source: Gut, 2020-07-20 00:00:00.0; , .
EPub date: 2020-07-20 00:00:00.0.
PMID: 32690603
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Prognostic significance of immune cell populations identified by machine learning in colorectal cancer using routine hematoxylin & eosin stained sections.
Authors: Väyrynen J.P.
, Lau M.C.
, Haruki K.
, Väyrynen S.A.
, Dias Costa A.
, Borowsky J.
, Zhao M.
, Fujiyoshi K.
, Arima K.
, Twombly T.S.
, et al.
.
Source: Clinical Cancer Research : An Official Journal Of The American Association For Cancer Research, 2020-05-21 00:00:00.0; , .
EPub date: 2020-05-21 00:00:00.0.
PMID: 32439699
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Yogurt consumption and risk of conventional and serrated precursors of colorectal cancer.
Authors: Zheng X.
, Wu K.
, Song M.
, Ogino S.
, Fuchs C.S.
, Chan A.T.
, Giovannucci E.L.
, Cao Y.
, Zhang X.
.
Source: Gut, 2020 May; 69(5), p. 970-972.
EPub date: 2019-06-17 00:00:00.0.
PMID: 31209182
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Body fatness over the life course and risk of serrated polyps and conventional adenomas.
Authors: Lo C.H.
, He X.
, Hang D.
, Wu K.
, Ogino S.
, Chan A.T.
, Giovannucci E.L.
, Song M.
.
Source: International Journal Of Cancer, 2020-03-09 00:00:00.0; , .
EPub date: 2020-03-09 00:00:00.0.
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Dietary intake of branched-chain amino acids and risk of colorectal cancer.
Authors: Katagiri R.
, Song M.
, Zhang X.
, Lee D.H.
, Tabung F.K.
, Fuchs C.S.
, Meyerhardt J.A.
, Nishihara R.
, Chan A.T.
, Joshi A.D.
, et al.
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Source: Cancer Prevention Research (philadelphia, Pa.), 2019-11-07 00:00:00.0; , .
EPub date: 2019-11-07 00:00:00.0.
PMID: 31699705
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Physical activity during adolescence and risk of colorectal adenoma later in life: results from the Nurses' Health Study II.
Authors: Rezende L.F.M.
, Lee D.H.
, Keum N.
, Nimptsch K.
, Song M.
, Lee I.M.
, Eluf-Neto J.
, Ogino S.
, Fuchs C.
, Meyerhardt J.
, et al.
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Source: British Journal Of Cancer, 2019-05-22 00:00:00.0; , .
EPub date: 2019-05-22 00:00:00.0.
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Dietary intake of fiber, whole grains and risk of colorectal cancer: An updated analysis according to food sources, tumor location and molecular subtypes in two large US cohorts.
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, Fuchs C.S.
, Giovannucci E.L.
, Ogino S.
, Chan A.T.
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