Christine Nyiraneza's research while affiliated with University of Ottawa and other places

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Publications (7)


Figure 1 Diagram of the study design. ARCTIC, Assessment of Risk for Colorectal Tumors In Canada; BFDP, Bayesian False-Discovery Probability; CFR, Colorectal Cancer Family Registry; CORECT, Colorectal Transdisciplinary Study; CRC, colorectal cancer; EPICOLON, Gastrointestinal Oncology Group of the Spanish Gastroenterological Association; GECCO, Genetics and Epidemiology of Colorectal Cancer Consortium; GWASs, genome-wide association studies; SOCCS, Study of CRC in Scotland.
Systematic meta-analyses, field synopsis and global assessment of the evidence of genetic association studies in colorectal cancer
  • Literature Review
  • Full-text available

December 2019

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140 Reads

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27 Citations

Gut

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Christine Nyiraneza

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Objective To provide an understanding of the role of common genetic variations in colorectal cancer (CRC) risk, we report an updated field synopsis and comprehensive assessment of evidence to catalogue all genetic markers for CRC (CRCgene2). Design We included 869 publications after parallel literature review and extracted data for 1063 polymorphisms in 303 different genes. Meta-analyses were performed for 308 single nucleotide polymorphisms (SNPs) in 158 different genes with at least three independent studies available for analysis. Scottish, Canadian and Spanish data from genome-wide association studies (GWASs) were incorporated for the meta-analyses of 132 SNPs. To assess and classify the credibility of the associations, we applied the Venice criteria and Bayesian False-Discovery Probability (BFDP). Genetic associations classified as ‘positive’ and ‘less-credible positive’ were further validated in three large GWAS consortia conducted in populations of European origin. Results We initially identified 18 independent variants at 16 loci that were classified as ‘positive’ polymorphisms for their highly credible associations with CRC risk and 59 variants at 49 loci that were classified as ‘less-credible positive’ SNPs; 72.2% of the ‘positive’ SNPs were successfully replicated in three large GWASs and the ones that were not replicated were downgraded to ‘less-credible’ positive (reducing the ‘positive’ variants to 14 at 11 loci). For the remaining 231 variants, which were previously reported, our meta-analyses found no evidence to support their associations with CRC risk. Conclusion The CRCgene2 database provides an updated list of genetic variants related to CRC risk by using harmonised methods to assess their credibility.

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FIG. 1. Presence points (n = 63) used to train the Ixodes scapularis model in Ottawa, Canada. Rivers and lakes are shown in blue; population centers are outlined in black; the city of Ottawa and the suburban center of Kanata are labelled. 
Table 1 . Three Measures of Model Contribution for Covariates in the Ixodes scapularis Model Full model regularized training gain: 0.7371
FIG. 2. Predicted habitat suitability for I. scapularis in Ottawa, Canada with tick presence or absence at active surveillance sites (n = 17). Positive sites (n = 6) are denoted with diamonds, and negative (n = 11) sites are denoted with circles. 
High-Resolution Ecological Niche Modeling of Ixodes scapularis Ticks Based on Passive Surveillance Data at the Northern Frontier of Lyme Disease Emergence in North America

March 2018

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333 Reads

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59 Citations

Vector borne and zoonotic diseases (Larchmont, N.Y.)

Background: Lyme disease (LD) is a bacterial infection transmitted by the black-legged tick (Ixodes scapularis) in eastern North America. It is an emerging disease in Canada due to the expanding range of its tick vector. Environmental risk maps for LD, based on the distribution of the black-legged tick, have focused on coarse determinants such as climate. However, climatic factors vary little within individual health units, the level at which local public health decision-making takes place. We hypothesize that high-resolution environmental data and routinely collected passive surveillance data can be used to develop valid models for tick occurrence and provide insight into ecological processes affecting tick presence at fine scales. Methods: We used a maximum entropy algorithm (MaxEnt) to build a habitat suitability model for I. scapularis in Ottawa, Ontario, Canada using georeferenced occurrence points from passive surveillance data collected between 2013 and 2016 and high-resolution land cover and elevation data. We evaluated our model using an independent tick presence/absence dataset collected through active surveillance at 17 field sites during the summer of 2017. Results: Our model showed a good ability to discriminate positive sites from negative sites for tick presence (AUC = 0.878 ± 0.019, classification accuracy = 0.835 ± 0.020). Heavily forested suburban and rural areas in the west and southwest of Ottawa had higher predicted suitability than the more agricultural eastern areas. Conclusions: This study demonstrates the value of passive surveillance data to model local-scale environmental risk for the tick vector of LD at sites of interest to public health. Given the rising incidence of LD and other emerging vector-borne diseases in Canada, our findings support the ongoing collection of these data and collaboration with researchers to provide a timely and accurate portrait of evolving public health risk.



Waterpipe smoking and cancer: Systematic review and meta-analysis

May 2016

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172 Reads

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139 Citations

Tobacco Control

Objective Although accumulating evidence suggests harmful effects of waterpipe smoking, there is limited information about its direct association with chronic diseases, notably cancer. We provide an up-to-date systematic review and meta-analysis of the association between waterpipe smoking and cancer. Data sources Systematic search of articles indexed in main biomedical databases: Pubmed, EmBase, Google Scholar and Web of Science, published between 1962 and September 2014. Search keywords included a combination of waterpipe or hookah, sheesha, nargile, hubble-bubble, goza or gaylan, and cancer. Study selection Focus on observational studies (cohort, case–control, cross-sectional) that evaluated the association between waterpipe smoking and cancer. Studies with mixed exposures excluded. Data extraction Two investigators independently extracted data and reached consensus on all items. Data synthesis 13 case–control studies met the inclusion criteria and were considered for meta-analysis. The methodological quality of included studies was assessed using the Newcastle-Ottawa Scale (NOS). Meta-analysis revealed a positive association between waterpipe smoking and lung cancer (OR=4.58 (2.61 to 8.03); I2=44.67%), and oesophageal cancer (OR=3.63 (1.39 to 9.44); I2 =94.49%). The majority of studies had a NOS score of 5–6 or 7, indicating ‘fair’ or ‘good’ quality, respectively. Conclusions Our findings support a positive association between waterpipe smoking and cancer risk. However, high-quality studies with standardised exposure measurements are needed to clarify the contribution of waterpipe smoking to chronic diseases. More investments in initiatives for surveillance, intervention and regulatory policy for waterpipe smoking are urgently warranted.



Table 1 . List of genes and variants that were selected for meta-analysis 
Table 2 . Continued 
Table 2 . Summary crude odds ratios (ORs) and 95% confidence intervals (95% CIs) of genotypic model of association between CRA and genetic variants identified for meta- 
Table 3 . Continued 
Table 3 . Summary crude odds ratios (ORs) and 95% confidence intervals (95% CIs) for recessive and dominant models of association between CRA and variants identified for 
Systematic meta-analyses and field synopsis of genetic association studies in colorectal adenomas

October 2015

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196 Reads

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23 Citations

International Journal of Epidemiology

Background: Low penetrance genetic variants, primarily single nucleotide polymorphisms, have substantial influence on colorectal cancer (CRC) susceptibility. Most CRCs develop from colorectal adenomas (CRA). Here we report the first comprehensive field synopsis that catalogues all genetic association studies on CRA, with a parallel online database [http://www.chs.med.ed.ac.uk/CRAgene/]. Methods: We performed a systematic review, reviewing 9750 titles, and then extracted data from 130 publications reporting on 181 polymorphisms in 74 genes. We conducted meta-analyses to derive summary effect estimates for 37 polymorphisms in 26 genes. We applied the Venice criteria and Bayesian False Discovery Probability (BFDP) to assess the levels of the credibility of associations. Results: We considered the association with the rs6983267 variant at 8q24 as 'highly credible', reaching genome-wide statistical significance in at least one meta-analysis model. We identified 'less credible' associations (higher heterogeneity, lower statistical power, BFDP > 0.02) with a further four variants of four independent genes: MTHFR c.677C>T p.A222V (rs1801133), TP53 c.215C>G p.R72P (rs1042522), NQO1 c.559C>T p.P187S (rs1800566), and NAT1 alleles imputed as fast acetylator genotypes. For the remaining 32 variants of 22 genes for which positive associations with CRA risk have been previously reported, the meta-analyses revealed no credible evidence to support these as true associations. Conclusions: The limited number of credible associations between low penetrance genetic variants and CRA reflects the lower volume of evidence and associated lack of statistical power to detect associations of the magnitude typically observed for genetic variants and chronic diseases. The CRA gene database provides context for CRA genetic association data and will help inform future research directions.

Citations (4)


... Colorectal cancer (colorectal carcinoma, CRC) is a commonly occurring malignant intestinal tumor that poses a serious threat to public health owing to its high incidence (ranking third among reported cancers worldwide) and mortality (ranking fourth) [1]. Over recent decades, 10% of all annually diagnosed tumor cases were attributed to CRC [2]. ...

Reference:

The Chemokine CXCL7 is Correlated with LDH-A and Predicts the Prognosis of Patients with Colorectal Cancer
Systematic meta-analyses, field synopsis and global assessment of the evidence of genetic association studies in colorectal cancer

Gut

... Environmental conditions play an important role in the life history of ticks [10,11], and climate influences the species distribution range, physiological responses, and survival in different regions [12,13]. Studies have predicted tick distributions in many parts of the world to assess the impact of bioclimatic factors on ticks, tick-borne diseases, and changes in distribution ranges [14][15][16]. ...

High-Resolution Ecological Niche Modeling of Ixodes scapularis Ticks Based on Passive Surveillance Data at the Northern Frontier of Lyme Disease Emergence in North America

Vector borne and zoonotic diseases (Larchmont, N.Y.)

... Students are among the groups with higher drug risk abuse because they don't know the illegal drugs' outcomes yet have no right convictions about them 13 . Substance use, "alcohol, tobacco, hookah and illicit drugs," is a big issue today 14,15 . Substance use causes clinical, practical, and significant sicknesses such as health problems, inability and defeat to meet responsi-bilities at work, school, house, and university 16 . ...

Waterpipe smoking and cancer: Systematic review and meta-analysis
  • Citing Article
  • May 2016

Tobacco Control

... Therefore, understanding the genetic factors that influence CRC and colorectal adenoma (CRA) risk is crucial [4,5]. The mechanisms underlying this association must be clarified through large-scale studies that consider gene-environment interactions and diverse populations [6]. It is expected that, these findings could provide insights into how to assess risk, screen for polyps, and intervene therapeutically for those at increased risk of colorectal cancer and polyps. ...

Systematic meta-analyses and field synopsis of genetic association studies in colorectal adenomas

International Journal of Epidemiology