Modern Biology and Applied Mathematics - dimacs
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Transcript Modern Biology and Applied Mathematics - dimacs
Modern Biology and
Applied Mathematics
A Productive Conjunction of Science and Mathematics
Bio-Math Teachers Workshop
Rutgers University
July 9. 2009
Luther S. Williams
Context
In
an idea or knowledge driven national
and global context--- science and math for
all students becomes mandatory
The long path toward achievement of this
goal– “National Education Goals, National
Standards –curriculum, instruction and
assessment-Movement, NCLB
TIMSS, TIMSS-R and NAEP findings
Science Teaching and Learning
Science-
distinctive character as an inquiry
transaction-i. e., the demand of evidence,
validation by observation, iterative
knowledge construction, understanding in
context, explorations of questions
One that still is a rarely practice
instructional undertaking
One dependent upon reasonable
mathematical skills and knowledge.
Conversion of Computational,
Mathematical and Natural Sciences
The
explosive rate of biological knowledge
generation- owing to genome sequencing,
molecular analyses, site- directed
mutagenesis, simulation of a single
microsecond of protein folding, the
quantum representation of biochemical
reactions involving only three to four
atoms, the complexity of natural systems
and system science has lead to---
a substantial infusion of applied
mathematics for
modeling and simulation of complex processes enabling high end computing; it has become the
third arm of performing science- along with
theory and experimentation
molecular analyses of complex systems
handling massive data sets in genomics and
proteomics- bioinformatics ;and the support by
the intersectorial science, engineering and
technology as in DNA nanotechnologies.
Nanoscale Science and Technology
Can design and customize materials, products
and tools- bioreactive- atom by atom
Conduct studies at the scale at which living and
non-living matter meet, e.g., the study of
nanoscale processes at the surfaces –between
microorganisms and the physical world
Discover new links between biological, chemical
and geological cycles that support life on Earth
Learning
“Bright
and Shiny ones and set of Dull
Ones’- Peter Sacks
Learning Research
How
humans learn
Interdisciplinary
nexus of neurological,
cognitive and behavioral sciences
Social
and physical contexts
Science of Learning
Intersection of biological, cognitive,
computational, mathematical, physical and
social science, engineering and education
(issues- memory structure, machine learning,
language, casual analysis, structure of
disciplinary knowledge)
Neural basis of learning, symbol systems,
learning technologies, computational modeling
(noninvasive tools to study the brain-MRI, PET,
CAT)
Genomics Analyses
Protoemics-
protein chips on slides of
1000s of proteins – detection, diagnosis
and analyses’
Sequencing –identify and order
nucleotides in DNA samples
DNA libraries- unordered collection of
cloned DNAs
Functional genomics, comparative
genomics, structural genomics
Powerful Utility of Genomics and
Proteomics
The lost of microRNA genes that normally suppress
chronic lymphocytic leukemia
The discovery that silent mutations are not silent; they
interfere with normal splicing of mRNA transcripts, e.g.,
phenylketonuria
The rapid identification of Swine Influenza virus (A/HINI)
as being composed of a hybrid genome – 3 sources
Genetic modifications of the organism that produces an
important drug, e.g., tetracycline
Full structural analyses of the HIV-1 viral infectivity
factor
TYPICAL GENE
MicroRNA GENE
Messenger RNA
MicoRNA
Directs protein
assembly
Protein
Binds to
messenger
RNA
Protein assembly
is blocked
New Age -System Biology
Genetics, genomics and proteomics – analysis
of genes and proteins that interact
Physical and biological chemistry-measure the
interactions
Imaging tools- to record where and when the
interactions occur
Structural biology- to understand why and how
the molecules interact
Computational expertise- to integrate all the
above elements; build models
Thus, against the incomplete variable
resident in learning outcome intent and
application, the standards- anchored
science and mathematics curriculuminstruction- assessment continuum ,
enabled with one overarching variable
best correlates with student learning, the
science and/o mathematics teacher, must
break rank with the status quo and engage
the present and future conjunction of
biology and mathematics!