Question
Questions 1-8: An investigator is interested in understanding the association between relative abundance of bacteria of the genus Fusobacterium in the gut and colon cancer.
Questions 1-8: An investigator is interested in understanding the association between relative abundance of bacteria of the genus Fusobacterium in the gut and colon cancer. Over a 20-year period she follows-up 7,175 individuals, and follows them up for the development of colon cancer. Her results are shown below in Table A.
Table A: Crude Association | |||
Colon Cancer (+) | Colon Cancer (-) | ||
High abundance of Fusobacterium | 545 | 961 | 1506 |
Low abundance of Fusobacterium | 1668 | 4001 | 5669 |
2213 | 4962 | 7175 |
Question 1. Calculate the crude OR and crude RR for the association between abundance of Fusobacterium in the gut and colon cancer.
Question 2. Interpret the crude RR association.
Concerned that her association may be confounded by total dietary fiber intake, a factor known to be associated with both the relative abundance of Fusobacterium in the gut and colon cancer, she stratifies her results by high and low fiber intake and decides to calculate a Mantel-Haenszel adjusted estimate.
Table B: Association in those with Low Fiber Intake | |||
Colon Cancer (+) | Colon Cancer (-) | ||
High abundance of Fusobacterium | 245 | 850 | 1095 |
Low abundance of Fusobacterium | 532 | 2,894 | 3426 |
777 | 3744 | 4,521 |
Table C: Association in those with High Fiber Intake | |||
Colon Cancer (+) | Colon Cancer (-) | ||
High abundance of Fusobacterium | 300 | 111 | 411 |
Low abundance of Fusobacterium | 1,136 | 1,107 | 2243 |
1436 | 1218 | 2,654 |
Question 3. Calculate the stratum-specific associations (both RR and OR).
Question 4. Calculate the Mantel-Haenszel adjusted OR.
Question 5. Interpret your Mantel-Haenszel adjusted estimate.
Question 6. Calculate the magnitude or percent of confounding using the equation we discussed in lecture (based on the OR).
Question 7. What would you expect the Mantel-Haenszel adjusted Risk Ratio to be? How different is it going to be from the crude?
You can use the following formula to calculate the Mantel-Haenszel adjusted Risk Ratio, but it is not required for this question:
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