Literature DB >> 30034993

Mendelian randomization studies of cancer risk: a literature review.

Brandon L Pierce1, Peter Kraft2, Chenan Zhang3.   

Abstract

PURPOSE OF REVIEW: In this paper, we summarize prior studies that have used Mendelian Randomization (MR) methods to study the effects of exposures, lifestyle factors, physical traits, and/or biomarkers on cancer risk in humans. Many such risk factors have been associated with cancer risk in observational studies, and the MR approach can be used to provide evidence as to whether these associations represent causal relationships. MR methods require a risk factor of interest to have known genetic determinants that can be used as proxies for the risk factor (i.e., "instrumental variables" or IVs), and these can be used to obtain an effect estimate that, under certain assumptions, is not prone to bias caused by unobserved confounding or reverse causality. This review seeks to describe how MR studies have contributed to our understanding of cancer causation. RECENT
FINDINGS: We searched the published literature and identified 76 MR studies of cancer risk published prior to October 31, 2017. Risk factors commonly studied included alcohol consumption, Vitamin D, anthropometric traits, telomere length, lipid traits, glycemic traits, and markers of inflammation. Risk factors showing compelling evidence of a causal association with risk for at least one cancer type include alcohol consumption (for head/neck and colorectal), adult body mass index (increases risk for multiple cancers, but decreases risk for breast), height (increases risk for breast, colorectal, and lung; decreases risk for esophageal), telomere length (increases risk for lung adenocarcinoma, melanoma, renal cell carcinoma, glioma, B-cell lymphoma subtypes, chronic lymphocytic leukemia, and neuroblastoma), and hormonal factors (affects risk for sex-steroid sensitive cancers).
SUMMARY: This review highlights alcohol consumption, body mass index, height, telomere length, and the hormonal exposures as factors likely to contribute to cancer causation. This review also highlights the need to study specific cancer types, ideally subtypes, as the effects of risk factors can be heterogeneous across cancer types. As consortia-based genome-wide association studies increase in sample size and analytical methods for MR continue to become more sophisticated, MR will become an increasingly powerful tool for understanding cancer causation.

Entities:  

Keywords:  Mendelian randomization; cancer risk; causal inference; instrumental variable

Year:  2018        PMID: 30034993      PMCID: PMC6053056          DOI: 10.1007/s40471-018-0144-1

Source DB:  PubMed          Journal:  Curr Epidemiol Rep


  98 in total

1.  Low-density lipoprotein cholesterol and the risk of cancer: a mendelian randomization study.

Authors:  Marianne Benn; Anne Tybjærg-Hansen; Stefan Stender; Ruth Frikke-Schmidt; Børge G Nordestgaard
Journal:  J Natl Cancer Inst       Date:  2011-02-01       Impact factor: 13.506

2.  Integrative approaches for large-scale transcriptome-wide association studies.

Authors:  Alexander Gusev; Arthur Ko; Huwenbo Shi; Gaurav Bhatia; Wonil Chung; Brenda W J H Penninx; Rick Jansen; Eco J C de Geus; Dorret I Boomsma; Fred A Wright; Patrick F Sullivan; Elina Nikkola; Marcus Alvarez; Mete Civelek; Aldons J Lusis; Terho Lehtimäki; Emma Raitoharju; Mika Kähönen; Ilkka Seppälä; Olli T Raitakari; Johanna Kuusisto; Markku Laakso; Alkes L Price; Päivi Pajukanta; Bogdan Pasaniuc
Journal:  Nat Genet       Date:  2016-02-08       Impact factor: 38.330

3.  Observational and genetic plasma YKL-40 and cancer in 96,099 individuals from the general population.

Authors:  Alisa D Kjaergaard; Børge G Nordestgaard; Julia S Johansen; Stig E Bojesen
Journal:  Int J Cancer       Date:  2015-06-30       Impact factor: 7.396

4.  Genetic variation in the vitamin D related pathway and breast cancer risk in women of African ancestry in the root consortium.

Authors:  Shengfeng Wang; Dezheng Huo; Sonia Kupfer; Dereck Alleyne; Temidayo O Ogundiran; Oladosu Ojengbede; Wei Zheng; Katherine L Nathanson; Barbara Nemesure; Stefan Ambs; Olufunmilayo I Olopade; Yonglan Zheng
Journal:  Int J Cancer       Date:  2017-09-23       Impact factor: 7.396

5.  Aldehyde dehydrogenase 2 and head and neck cancer: a meta-analysis implementing a Mendelian randomization approach.

Authors:  Stefania Boccia; Mia Hashibe; Paola Gallì; Emma De Feo; Takahiro Asakage; Tomoko Hashimoto; Akio Hiraki; Takahiko Katoh; Takeshi Nomura; Akira Yokoyama; Cornelia M van Duijn; Gualtiero Ricciardi; Paolo Boffetta
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2009-01       Impact factor: 4.254

6.  Mendelian randomization study of adiposity-related traits and risk of breast, ovarian, prostate, lung and colorectal cancer.

Authors:  Chi Gao; Chirag J Patel; Kyriaki Michailidou; Ulrike Peters; Jian Gong; Joellen Schildkraut; Fredrick R Schumacher; Wei Zheng; Paolo Boffetta; Isabelle Stucker; Walter Willett; Stephen Gruber; Douglas F Easton; David J Hunter; Thomas A Sellers; Christopher Haiman; Brian E Henderson; Rayjean J Hung; Christopher Amos; Brandon L Pierce; Sara Lindström; Peter Kraft
Journal:  Int J Epidemiol       Date:  2016-07-17       Impact factor: 7.196

7.  Association Between Telomere Length and Risk of Cancer and Non-Neoplastic Diseases: A Mendelian Randomization Study.

Authors:  Philip C Haycock; Stephen Burgess; Aayah Nounu; Jie Zheng; George N Okoli; Jack Bowden; Kaitlin Hazel Wade; Nicholas J Timpson; David M Evans; Peter Willeit; Abraham Aviv; Tom R Gaunt; Gibran Hemani; Massimo Mangino; Hayley Patricia Ellis; Kathreena M Kurian; Karen A Pooley; Rosalind A Eeles; Jeffrey E Lee; Shenying Fang; Wei V Chen; Matthew H Law; Lisa M Bowdler; Mark M Iles; Qiong Yang; Bradford B Worrall; Hugh Stephen Markus; Rayjean J Hung; Chris I Amos; Amanda B Spurdle; Deborah J Thompson; Tracy A O'Mara; Brian Wolpin; Laufey Amundadottir; Rachael Stolzenberg-Solomon; Antonia Trichopoulou; N Charlotte Onland-Moret; Eiliv Lund; Eric J Duell; Federico Canzian; Gianluca Severi; Kim Overvad; Marc J Gunter; Rosario Tumino; Ulrika Svenson; Andre van Rij; Annette F Baas; Matthew J Bown; Nilesh J Samani; Femke N G van t'Hof; Gerard Tromp; Gregory T Jones; Helena Kuivaniemi; James R Elmore; Mattias Johansson; James Mckay; Ghislaine Scelo; Robert Carreras-Torres; Valerie Gaborieau; Paul Brennan; Paige M Bracci; Rachel E Neale; Sara H Olson; Steven Gallinger; Donghui Li; Gloria M Petersen; Harvey A Risch; Alison P Klein; Jiali Han; Christian C Abnet; Neal D Freedman; Philip R Taylor; John M Maris; Katja K Aben; Lambertus A Kiemeney; Sita H Vermeulen; John K Wiencke; Kyle M Walsh; Margaret Wrensch; Terri Rice; Clare Turnbull; Kevin Litchfield; Lavinia Paternoster; Marie Standl; Gonçalo R Abecasis; John Paul SanGiovanni; Yong Li; Vladan Mijatovic; Yadav Sapkota; Siew-Kee Low; Krina T Zondervan; Grant W Montgomery; Dale R Nyholt; David A van Heel; Karen Hunt; Dan E Arking; Foram N Ashar; Nona Sotoodehnia; Daniel Woo; Jonathan Rosand; Mary E Comeau; W Mark Brown; Edwin K Silverman; John E Hokanson; Michael H Cho; Jennie Hui; Manuel A Ferreira; Philip J Thompson; Alanna C Morrison; Janine F Felix; Nicholas L Smith; Angela M Christiano; Lynn Petukhova; Regina C Betz; Xing Fan; Xuejun Zhang; Caihong Zhu; Carl D Langefeld; Susan D Thompson; Feijie Wang; Xu Lin; David A Schwartz; Tasha Fingerlin; Jerome I Rotter; Mary Frances Cotch; Richard A Jensen; Matthias Munz; Henrik Dommisch; Arne S Schaefer; Fang Han; Hanna M Ollila; Ryan P Hillary; Omar Albagha; Stuart H Ralston; Chenjie Zeng; Wei Zheng; Xiao-Ou Shu; Andre Reis; Steffen Uebe; Ulrike Hüffmeier; Yoshiya Kawamura; Takeshi Otowa; Tsukasa Sasaki; Martin Lloyd Hibberd; Sonia Davila; Gang Xie; Katherine Siminovitch; Jin-Xin Bei; Yi-Xin Zeng; Asta Försti; Bowang Chen; Stefano Landi; Andre Franke; Annegret Fischer; David Ellinghaus; Carlos Flores; Imre Noth; Shwu-Fan Ma; Jia Nee Foo; Jianjun Liu; Jong-Won Kim; David G Cox; Olivier Delattre; Olivier Mirabeau; Christine F Skibola; Clara S Tang; Merce Garcia-Barcelo; Kai-Ping Chang; Wen-Hui Su; Yu-Sun Chang; Nicholas G Martin; Scott Gordon; Tracey D Wade; Chaeyoung Lee; Michiaki Kubo; Pei-Chieng Cha; Yusuke Nakamura; Daniel Levy; Masayuki Kimura; Shih-Jen Hwang; Steven Hunt; Tim Spector; Nicole Soranzo; Ani W Manichaikul; R Graham Barr; Bratati Kahali; Elizabeth Speliotes; Laura M Yerges-Armstrong; Ching-Yu Cheng; Jost B Jonas; Tien Yin Wong; Isabella Fogh; Kuang Lin; John F Powell; Kenneth Rice; Caroline L Relton; Richard M Martin; George Davey Smith
Journal:  JAMA Oncol       Date:  2017-05-01       Impact factor: 31.777

8.  Circulating interleukin-10 levels and human papilloma virus and Epstein-Barr virus-associated cancers: evidence from a Mendelian randomization meta-analysis based on 11,170 subjects.

Authors:  Kai Qu; Qing Pang; Ting Lin; Li Zhang; Mingliang Gu; Wenquan Niu; Chang Liu; Ming Zhang
Journal:  Onco Targets Ther       Date:  2016-03-07       Impact factor: 4.147

9.  Polyunsaturated fatty acids and prostate cancer risk: a Mendelian randomisation analysis from the PRACTICAL consortium.

Authors:  Nikhil K Khankari; Harvey J Murff; Chenjie Zeng; Wanqing Wen; Rosalind A Eeles; Douglas F Easton; Zsofia Kote-Jarai; Ali Amin Al Olama; Sara Benlloch; Kenneth Muir; Graham G Giles; Fredrik Wiklund; Henrik Gronberg; Christopher A Haiman; Johanna Schleutker; Børge G Nordestgaard; Ruth C Travis; Jenny L Donovan; Nora Pashayan; Kay-Tee Khaw; Janet L Stanford; William J Blot; Stephen N Thibodeau; Christiane Maier; Adam S Kibel; Cezary Cybulski; Lisa Cannon-Albright; Hermann Brenner; Jong Park; Radka Kaneva; Jyotsna Batra; Manuel R Teixeira; Hardev Pandha; Wei Zheng
Journal:  Br J Cancer       Date:  2016-08-04       Impact factor: 7.640

10.  Genetic Variation Associated with Longer Telomere Length Increases Risk of Chronic Lymphocytic Leukemia.

Authors:  Juhi Ojha; Veryan Codd; Christopher P Nelson; Nilesh J Samani; Ivan V Smirnov; Nils R Madsen; Helen M Hansen; Adam J de Smith; Paige M Bracci; John K Wiencke; Margaret R Wrensch; Joseph L Wiemels; Kyle M Walsh
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2016-05-13       Impact factor: 4.254

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  17 in total

1.  Leukocyte telomere length is associated with aggressive prostate cancer in localized prostate cancer patients.

Authors:  Junfeng Xu; Wen-Shin Chang; Chia-Wen Tsai; Da-Tian Bau; Yifan Xu; John W Davis; Timothy C Thompson; Christopher J Logothetis; Jian Gu
Journal:  EBioMedicine       Date:  2020-01-22       Impact factor: 8.143

2.  Commentary: What can Mendelian randomization tell us about causes of cancer?

Authors:  Daniela Mariosa; Robert Carreras-Torres; Richard M Martin; Mattias Johansson; Paul Brennan
Journal:  Int J Epidemiol       Date:  2019-06-01       Impact factor: 7.196

3.  Long-term effects of air pollution: an exposome meet-in-the-middle approach.

Authors:  Paolo Vineis; Christiana A Demetriou; Nicole Probst-Hensch
Journal:  Int J Public Health       Date:  2020-01-11       Impact factor: 3.380

4.  Prognostic significance of circulating insulin growth-like factor 1 and insulin growth-like factor binding protein 3 in renal cell carcinoma patients.

Authors:  Chia-Wen Tsai; Wen-Shin Chang; Yifan Xu; Maosheng Huang; Pheroze Tamboli; Christopher G Wood; Da-Tian Bau; Jian Gu
Journal:  Am J Cancer Res       Date:  2022-02-15       Impact factor: 6.166

5.  Predicted leukocyte telomere length and risk of germ cell tumours.

Authors:  Shannon S Cigan; John J Meredith; Ava C Kelley; Tianzhong Yang; Erica K Langer; Anthony J Hooten; John A Lane; Benjamin R Cole; Mark Krailo; A Lindsay Frazier; Nathan Pankratz; Jenny N Poynter
Journal:  Br J Cancer       Date:  2022-04-02       Impact factor: 9.075

6.  Common genetic variation and risk of osteosarcoma in a multi-ethnic pediatric and adolescent population.

Authors:  Chenan Zhang; Helen M Hansen; Eleanor C Semmes; Julio Gonzalez-Maya; Libby Morimoto; Qingyi Wei; William C Eward; Suzanne B DeWitt; Jillian H Hurst; Catherine Metayer; Adam J de Smith; Joseph L Wiemels; Kyle M Walsh
Journal:  Bone       Date:  2019-09-13       Impact factor: 4.398

Review 7.  Does Alcohol Use Affect Cancer Risk?

Authors:  Jürgen Rehm; Isabelle Soerjomataram; Carina Ferreira-Borges; Kevin D Shield
Journal:  Curr Nutr Rep       Date:  2019-09

Review 8.  A Narrative Review of the Role of Diet and Lifestyle Factors in the Development and Prevention of Endometrial Cancer.

Authors:  Hajar Ku Yasin; Anthony H Taylor; Thangesweran Ayakannu
Journal:  Cancers (Basel)       Date:  2021-04-29       Impact factor: 6.639

Review 9.  Cancer Risk in Normal Weight Individuals with Metabolic Obesity: A Narrative Review.

Authors:  Bethina Liu; Hugh E Giffney; Rhonda S Arthur; Thomas E Rohan; Andrew J Dannenberg
Journal:  Cancer Prev Res (Phila)       Date:  2021-02-09

10.  Repeated measurements of serum urate and mortality: a prospective cohort study of 152,358 individuals over 8 years of follow-up.

Authors:  Shanshan Li; Liufu Cui; Jin Cheng; Rong Shu; Shuohua Chen; Uyen-Sa Nguyen; Devyani Misra; Shouling Wu; Xiang Gao
Journal:  Arthritis Res Ther       Date:  2020-04-15       Impact factor: 5.156

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