Take Your Medicine 2 By Brink Harrison Adapted from Section 9.1 in Hughes-Hawlett, Deborah, et.al; Single Variable Calculus; John Wiley & Sons, Inc.; New York; 2002 Time: 1 or 2 days Preparation none Time: Materials: Number of people infected How Many People Activity Sheet Abstract One of the objectives of the lesson is to write the expanded form of a finite geometric series to represent the amount of the antibiotic ampicillin in the body as the patient continues to take the prescribed doses. The students will then use the closed form for the sum of a finite geometric series to calculate how much of a specific antibiotic remains in the body over time. Teacher Background The formula for the sum of the first n terms of a finite geometric series is: Sn a 1 rn 1 r where a is the first term of the series, r is the common ratio between consecutive terms, and n is the number of terms in the series. But this time each term of the series, S n a ar ar 2 ... ar n 2 ar n 1 represents a dose of the drug and the sum of the series represents the drug level in the body in the long run. In this situation the value of a is the first dose of the drug, n represents the nth dose of the drug, and r is equal to the percentage of the original given amount of the antibiotic that is present at the end of a given time period. **** Optional: You can make the process more complicated if you wish by having the students calculate the value of r instead of giving it to them. To calculate what percentage of the original given amount of the antibiotic is present at the end of a given time period, the students must use the half-life of the antibiotic along with exponential decay function Qt Q0 e kt For example, the antibiotic doxycycline has a half-life of 16.3 hours. We want to find what percent of the original given amount of the antibiotic is present at the end of a 24-hour period. First you need to find the value of k in the above equation. It is easier to assume that you have 100mg in the beginning. Since 50mg is what is left of the original 100mg after 16.3 hours, the equation then becomes: http://pulse.pharmacy.arizona.edu/math/take_medicine2.html 50 100e16.3k Solving for k, the equation becomes 50 1 1 1 e16.3k , k ln 0.043 100 2 16.3 2 After 24 hours, Qt 100e 0.04324 35.6 Thus, the percentage of the original amount of doxycycline that remains after 24 hours is approximately 35.6%. To calculate the sum of a finite number of doses, 35.6% is the number used as the value of r, the common ratio between the terms, in the closed form of the finite geometric series. For most of the problems in the homework section, the value of r will be provided. By calculating the amount of the drug in the body over time, the students should see that as the number of doses increases, the amount of the drug in the body right after each dose is taken approaches a constant value. This “steady state” amount is high enough to kill the bacteria causing the infection. However, if this level of medication is not maintained for long enough, it can lead to the development of bacterial resistance. Antibiotic Resistant Bacteria Many infectious diseases, including bacterial pneumonia, tuberculosis, and gonorrhea, are caused by bacteria. Antibiotics work by a variety of mechanisms to kill bacteria and have proven vital in curing infectious diseases. However, bacteria have the capacity to evolve defense mechanisms against antibiotics and can become resistant to their effects. When such resistance develops, bacteria are no longer killed by the antibiotic and, thus, the antibiotic is no longer capable of treating or curing the disease. The more an antibiotic is used, the more likely that bacteria will "learn" to evade it. Natural selection plays a key role in the development of antibiotic resistance. Most bacteria die when exposed to antibiotics to which they are sensitive. That leaves more space and available nutrients for surviving bacteria (i.e., for antibiotic-resistant bacteria). As a result, the resistant bacteria can reproduce and multiply freely and pass on the antibiotic-resistant genes to the next generation. Not only can resistant bacteria proliferate after other bacteria are killed off by an antibiotic, but they also can transfer that resistance to other bacteria that have never been exposed to the antibiotic. Bacterial cells can join briefly and exchange loops of DNA (called plasmids) that contain genes that confer antibiotic resistance. For example, if one bacterial species becomes resistant to a broad-spectrum antibiotic, it could transfer its resistance genes to other bacteria that have never encountered those antibiotics. The genes that cause antibiotic resistance function in a number of ways. Some do not permit the antibiotic to get into the bacteria; others actively pump it out of the bacteria; some produce enzymes that inactivate the antibiotic; and others modify the antibiotic’s target site in the bacteria. To make matters worse, many bacteria have become resistant to multiple antibiotics. That http://pulse.pharmacy.arizona.edu/math/take_medicine2.html property can result from the cumulative effect of treating stubborn infections with multiple types of antibiotics (or acquiring a plasmid with numerous resistance genes). Antibiotic resistance has increased rapidly in the U.S. and abroad in recent decades. Streptococcus pneumoniae, a bacterium that can cause ear infections, pneumonia, blood infections, and meningitis, is becoming increasingly resistant to antibiotic treatment. In 1987, antibiotic-resistant pneumococci were unknown. By 1997, as many as 40 percent of pneumococcus isolates were resistant to penicillin and other commonly used antibiotics. (Source: http://www.cspinet.org/reports/abiotic.htm ) Related and Resource Websites http://www.cspinet.org/reports/abiotic.htm Activity 1) Go over the first three problems in yesterday’s homework. Ask the students if they needed to know the last term of the finite series to be able to calculate the sum. (They did not need it.) Ask if anybody came up with a real-life application where they need to be able to find the sum of a finite geometric series. Discuss any answers you might get. 2) Tell the students that one application is in taking antibiotics when they have an infection. Let’s suppose that they have strep throat and the doctor tells them to take the antibiotic ampicillin regularly for two weeks. Ampicillin is usually taken in 250 mg doses four times a day, that is exactly every six hours. It is known that at the end of six hours, due to excretion, about 4% of the drug is still in the body. How much ampicillin is in the body right after taking the eighth tablet? What about right after the 48th tablet? 3) Ask the students how they can set up a finite geometric series to represent the situation. Tell them to let the symbol Qn represent the quantity in milligrams of ampicillin in the blood right after having taken the nth tablet. This means that right after taking the first tablet, Q1 250 Six hours later, a second tablet is taken, and the amount of the drug in the body becomes Q2 250 2500.04 because you took a new tablet (250 mg), plus you have 4% of the first tablet as well. Six hours later, after the third tablet is taken, the amount becomes Q3 250 2500.04 2500.04 2 http://pulse.pharmacy.arizona.edu/math/take_medicine2.html because you took a new tablet (250 mg), plus you have 4% of the second tablet, and (4%)(4%) of the first tablet as well. 4) The students will hopefully see the pattern. Ask them to give you the next three quantities. Teacher Cheat sheet: Q4 250 2500.04 2500.04 2500.04 2 3 Q5 250 2500.04 2500.04 2500.04 2500.04 2 3 4 Q6 250 2500.04 2500.04 2500.04 2500.04 2500.04 2 3 4 5 Point out that the equations are the expanded form of a finite geometric series with a = 250, r = 0.04, and the highest exponent used is (n –1). There are n terms in the series, one for each tablet. 5) Ask the students to write the expanded form of the finite geometric series that represents the amount of ampicillin in the blood right after having taken the eighth tablet and the 48 th tablet, using “+…+”, instead of writing out all of the terms. Q8 250 250(0.04) ... 250(0.04) 7 Q48 250 250(0.04) ... 250(0.04) 47 6) Ask the students if they can think of a short cut for calculating the amount of ampicillin in the blood right after having taken the 48th tablet instead of writing out all 48 terms and adding them together. Hopefully somebody will remember how to calculate the sum using the closed form: Q48 250 1 0.04 1 0.04 48 260.42mg 7) Have the students use the closed form to calculate the following amounts of the drug Q3 , Q4 , Q5 , Q6, and Q8 8) Ask them to describe, as the number of doses increases, what is happening to the amount of the drug in the body right after a tablet is taken. Have them discuss why this might be happening. Teacher cheat sheet: Below are answers to the respective amounts. http://pulse.pharmacy.arizona.edu/math/take_medicine2.html 250 1 (0.04) 3 Q3 260.4 1 (0.04) 250 1 (0.04) 4 Q4 260.416 1 (0.04) 250 1 (0.04) 5 Q5 260.41664 1 (0.04) 250 1 (0.04) 6 Q6 260.4166656 1 (0.04) Q8 250 1 (0.04) 8 260.4166667 1 (0.04) Notice that all of these values would round to 260.42mg, the same amount (to two decimal places) as the amount of the drug in the body right after the 48th tablet. This means that by the end of the first day (after taking four tablets), the amount of the drug appears to have stabilized at approximately 260.42mg. 9) Ask the students write the closed form if n tablets are taken. What does this closed form predict about the long-run level of ampicillin in the body? In other words, what happens to the level of the drug right after a tablet is taken if a very large number of tablets are taken? Teacher cheat sheet: The closed form of the series for n tablets is: Qn 250 1 (0.04) n 1 (0.04) If you allow the value of n to get very large, as n , 0.04 n 250 1 0.04 0 and Qn 1 0.04 n 250 260.42mg 0.96 Thus, assuming that 250mg continue to be taken every six hours, in the long run the level of the drug in the body, right after a tablet is taken, appears to be approaching a constant level of 260.42mg. 10) Ask the students how they can set up a finite geometric series to represent the amount of the drug in the body six hours after having taken a tablet. Remind them that about 4% of the original amount is left in the body six hours after the tablet is taken. Let the symbol represent the quantity in milligrams of ampicillin in the blood six hours after having taken the nth Pn tablet. This means that six hours after taking the first tablet, or just before taking the 2 nd tablet, P1 250(0.04) Six hours after the second tablet is taken, and the amount of the drug in the body becomes P2 2500.04 2500.04 2 as 4% of the second tablet and (4%)(4%) of the first tablet remain in the body. http://pulse.pharmacy.arizona.edu/math/take_medicine2.html Six hours after the third tablet is taken, the amount becomes P3 2500.04 2500.04 2500.04 2 3 as there is 4% of the third tablet, (4%)(4%) of the second tablet, and (4%)(4%)(4%) of the first tablet remain in the body. 11) The students will hopefully see the pattern. Ask them to give you the next three quantities. Teacher Cheat sheet: P4 2500.04 2500.04 2500.04 2500.04 2 3 4 P5 2500.04 2500.04 2500.04 2500.04 2500.04 2 3 4 5 P6 2500.04 2500.04 2500.04 2500.04 2500.04 2500.04 2 3 4 5 6 Point out that the equations are the expanded form of a finite geometric series with a = 250(0.04), r = 0.04, and the highest exponent used is n. There are n terms in the series, one for what remains of each tablet six hours after it was taken. 12) Ask the students to write the expanded form of the finite geometric series that represents the amount of ampicillin in the blood six hours after having taken the eighth tablet or the 48 th tablet, using “+…+”, instead of writing out all of the terms. P8 2500.04 250(0.04) 2 ... 250(0.04) 8 P48 2500.04 250(0.04) 2 ... 250(0.04) 48 13) Ask the students if they can think of a short cut for calculating the amount of ampicillin in the blood six hours after having taken the 48th tablet instead of writing out all 48 terms and adding them together. Hopefully somebody will remember how to calculate the sum using the closed form: 2500.04 1 0.04 P48 1 0.04 48 10.42mg 14) Have the students use the closed form to calculate the following amounts of the drug P3 , P4 , P5 , P6, and P8 15) Ask them to describe, as the number of doses increases, what is happening to the amount of the drug in the body right after a tablet is taken. Have them discuss why this might be happening. http://pulse.pharmacy.arizona.edu/math/take_medicine2.html Teacher cheat sheet: Below are answers to the respective amounts. P3 2500.04 1 (0.04) 3 10.4 1 (0.04) P4 2500.04 1 (0.04) 4 1o.416 1 (0.04) P5 2500.04 1 (0.04) 5 10.41664 1 (0.04) P6 2500.04 1 (0.04) 6 10.4166656 1 (0.04) P8 2500.04 1 (0.04) 8 10.4166667 1 (0.04) Notice that all of these values would round to 10.42mg, the same amount (to two decimal places) as the amount of the drug in the body six hours after the 48th tablet. 16) Ask the students write the closed form six hours after the nth tablet is taken. What does this closed form predict about the long-run level of ampicillin in the body six hours after each tablet is taken? Teacher cheat sheet: The closed form of the series for six hours after the nth tablet is: 2500.04 1 (0.04) n Pn 1 (0.04) If you allow the value of n to get very large, as n , 0.04 n 2500.04 1 0.04 0 and Pn 1 0.04 n 2500.04 10.42mg 0.96 Thus, assuming that 250mg continue to be taken every six hours, in the long run the level of the drug in the body, six hours after a tablet is taken, appears to be approaching a constant level of 10.42mg. 17) Have the students make a graph of amount of drug in the body versus time (in six hours intervals). Assume that the first dose is taken at time t = 0. Teacher Cheat Sheet: the first seven points would be as follows: http://pulse.pharmacy.arizona.edu/math/take_medicine2.html Q1 250mg (0, 250) 5.9,10 6, 260 P1 (250)(0.04) 10mg (11.9,10.4) P2 (250)(0.04) (250)(0.04) 2 10.4mg (12, 260.4) Q3 250 10.4 260.4mg Q2 250 10 260 (17.9,10.416) P3 (250)(0.04) (250)(0.04) 2 (250)(0.04) 3 10.416 10.42mg (18, 260.42) Q4 250 10.42 260.42mg All the rest of the y-values for Q will be 260.42mg and all the rest of the y-values for P will be 10.42mg. 18) Have the students make a graph of amount of drug in the body versus number of doses. Assume that no drug is in the body at time t = 0. Teacher Cheat Sheet: the first seven points would be as follows: no drug is in the body at t 0 (0, 0) Q1 250mg (1, 250) 2, 260 Q2 250 10 260 (3, 260.4) Q3 250 10.4 260.4mg (4, 260.42) Q4 250 10.42 260.42mg (5, 260.42) Q5 250 10.42 260.42mg (6, 260.42) Q6 250 10.42 260.42mg (7, 260.42) Q7 250 10.42 260.42mg 19) Looking at the graph of amount of drug versus dose number, ask the students what would happen if they forgot to take a tablet and went 12 hours in between doses? What would happen if they stopped taking the antibiotic before completing the full regimen they were given? Teacher Cheat Sheet: See teacher background. Homework The drug erythromycin may also be taken for streptococcal infections. Erythromycin is given in 400mg doses every six hours. At the end of six hours, there is 6.25% of the amount taken left in the body. 1. Write the expanded finite geometric series for the amount of the drug in the body right after having taken the nth tablet. Answer :Qn 400 4000.0625 4000.0625 ... 4000.0625 2 http://pulse.pharmacy.arizona.edu/math/take_medicine2.html n 1 2. Write the closed finite geometric series for the amount of the drug in the body right after having taken the nth tablet. 400 1 0.0625 Answer : Qn 1 0.0625 n 3. Write the expanded finite geometric series for the amount of the drug in the body six hours after having taken the nth tablet. Answer : Pn 4000.0625 4000.0625 ... 4000.0625 2 n 4. Write the closed finite geometric series for the amount of the drug in the body right after having taken the nth tablet. Answer : Pn 4000.0625 1 0.0625 1 0.0625 n 5. Calculate the amount of erythromycin in the body right after taking a tablet over the long-run. Answer : as n , Qn 400 1 (0.0625) n 400 426.67mg 1 (0.0625) 1 (0.0625) 6. Calculate the amount of erythromycin in the body six hours after taking a tablet over the longrun. 4000.0625 1 0.0625 4000.0625 Answer : as n , Pn 26.67mg 1 0.0625 1 0.0625 n 7. What is the difference between the numbers calculated in problems 5 and 6? Why does this occur? Answer: 426.67-26.67=400mg, which is the amount of each individual dose of erythromycin taken. This occurs because once the level of the drug in the body right after a dose is taken reaches 426.67mg, the steady state amount, the body excretes 400mg over six hours, (426.67)(.9375) = 400, because taking one more tablet raises the level back to the steady state amount. http://pulse.pharmacy.arizona.edu/math/take_medicine2.html