Mathematics in Biology??!! Mark Pernarowski Montana State University, Bozeman What Kind of Biology? Population of organisms - i.e., animals Spread of Disease - i.e., Flu, vaccines, How muscles work - even the heart Diabetes - insulin and glucose Patterns in natures - zebra stripes, leopard spots Brain electrical behavior - sight, sound Organism growth - embryos Genetics …..and much more Population Problems Predator-Prey X=hare population Y=lynx population Spread of Disease Hong Kong Flu (1968-69 NYC). Pre-vacinne flu related pneumonia SIR Model Susceptibles S Infected I Recovered R How do leeches swim? Physics of Fluids F(x,t)=leech force u=fluid velocity p=pressure QuickTime™ and a Animation decompressor are needed to see this picture. Patterns in Nature Chemicals that react and diffuse in animal coats make visible patterns c(x,t) concentration at time t location x. Embryo Development -genes Young embryos form a body axis early on Why? How? Chemicals cause cells to move. Models Reproduce Experiments n=cell density u=chemical Some Biology is “Stimulus/Response” A stimulus I causes an output u Sometimes get an output even if there is no stimulus (I=0) (i.e., people who talk to you even when you don’t talk to them) Lot’s of different kinds of math models: Visual System The electrical firing rate of your visual system neurons changes with stimulus angle! Each neuron can be modeled. Ions move across membrane Voltage V changes in time Models of Visual System Orientation Patterns Activity a(r,t) at time t, position r in your brain. On - neurons fire immediately Off- neurons fire after light turned off Math models explain both and more. Diabetes An increase in glucose (sugar) causes pancreas cells to make insulin. Calcium plays a key role. Bursting Electrical Activity Calcium makes cells voltage “burst” Same kind of math models as neurons. World’s smallest engine! Molecules which make “ATP” (your energy) QuickTime™ and a Video decompressor are needed to see this picture. A simpler math model of animal populations is population at year n=1,2,3,…. Less animals next year if population is too high. Why? Maybe population levels out http://www.math.montana.edu/frankw/ccp/modeling/discrete/logistic/appwindow.htm Maybe population alternates (period 2) Maybe population alternates (period 4) Maybe population chaotic Conclusion There will be more math in biology and medicine in your lifetime. Unlike other science the math models are being discovered right now!