Karyotype
the number and visual appearance of the chromosomes in the cell nuclei of an organism or species.
What is the difference between sexual and asexual reproduction?
That is the main difference between sexual and asexual reproduction. Sexual reproduction just means combining genetic material from two parents. Asexual reproduction produces offspring genetically identical to the one parent
What is heredity?
Heredity: the passing (inheritance) of characteristics (traits or phenotypes) from one generation to the next
What organelles have their own chromosomes?
Mitochondria and chloroplasts are organelles that have their own chromosomes
Recombination
The rearrangement of genetic material, especially by crossing over in chromosomes or by the artificial joining of segments of DNA from different organisms.
What happens in G1,G2, and S in mitosis?
G1:
1.Protein & organelle synthesis
S: 1. DNA replication
2. sister chromatids & cohesin
G2: 1.Condensation & condensin
2. Tubulin, microtubule and centriole formation
3. Centromere & kinetochore
What does meiosis do to the number of chromosomes?
•Meiosis reduces the normal number of chromosomes by half = reductive division, from diploid (2n) to haploid (n)
Please draw a dihybrid cross? What are the results?
9:3:3:1
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
How can relative location on chromosomes be located?
The relative location of genes within chromosomes can be determined by measuring the frequency of crossing over (recombination) that occurs during prophase of meiosis I
Josef Kolreuter
He performed experiments, particularly with the tobacco plant (Nicotiana), that included artificial fertilization and the production of fertile hybrids between plants of different species. The experimental results he obtained foreshadowed the work of the Austrian biologist Gregor Johann Mendel.
Why would apoptosis take place?
To control the cell cycle
what is a Somatic cell?
Any cell of a living organism other than the reproductive cells.
What is polygenetic inheritance and give an example.
Polygenic inheritance: a trait is controlled by more than one allele of more than one gene (e.g. skin color)
What is Down Syndrome caused by?
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
Gregor Mendel
Gregor Mendel was an Austrian monk who discovered the basic principles of heredity through experiments in his garden
what is cytokinesis?
Cytokinesis
•Constriction of actin filaments forms a cleavage furrow
•Mitochondria & other cell components distributed randomly
•Cell body, cytoplasm and plasma membrane cleave to form two daughter cells
called tetrads or bivalents
What is Multiple alleles and give an example?
Multiple alleles: a gene may have more than two alleles (e.g. ABO blood groups, MHC)
What are the important factors to look at for X linked disorders?
X-linked recessive traits are always expressed in males because they are hemizygous, having only one X.
X-linked recessive traits are only expressed in homozygous females, heterozygous females are asymptomatic carriers
Thomas Hunt Morgan
Morgan and his students did ground-breaking genetic research using Drosophila melanogaster, fruit flies. He developed the ideas and provided the proof for the chromosomal theory of heredity, genetic linkage, chromosomal crossing over and non-disjunction.
What happens in each step of mitosis?
Prophase:Chromosome condensation, Spindle assembly, Centriole & aster formation and positioning, Nuclear envelope break down
Prometaphase: bipolar attachment of sister chromatids via kinetochores located at centromeres to spindle, Spindle is attached to the two centrioles, Movement to center of cell, Mechanisms of chromosome movement
Metaphase: Metaphase plate, Circular array of chromosomes in an “imaginary plane through the equator of cell and perpendicular to the spindle axis”
Anaphase:Cohesin removal, Anaphase A: kinetochores pulled to poles, Kinetochore shortening = microtubule disassembly via tubulin removal, Anaphase B: poles move apart
Telophase:Spindle apparatus disassembles, Microtubules recycled -> cytoskeleton, Nuclear enveloped reforms around each set of sister chromatids (now individual chromosomes), Chromosomes uncoil / extend / de-condense
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
What was mendel's experiment?
1.Establish true-breeding round + yellow and true-breeding wrinkled + green strains
2.Cross-fertilize -> F1
3.Self-fertilize F1 -> F2
4.Observe offspring
Who observed that chromosomes come in pairs?
Walter Sutton (1902) observed that chromosomes come in pairs
The pairs join up during meiosis
Females have 2 X chromosomes whereas males have 1 X and 1 Y chromosome
Hemophilia
A disorder in which blood doesn't clot normally.The clotting process is encouraged by certain blood particles. Hemophilia occurs when you have a deficiency in one of these clotting factors.