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Scientific Reasoning, Experimental Design, and Statistics
Core Scientific Reasoning Skills
Four Primary Science Competencies:
Knowledge of scientific concepts
Scientific reasoning and problem-solving
Research design and execution
Data-based and statistical reasoning
Integration of Passage Evidence: Quantitative and conceptual retrieval must be paired with timed contextual application, experimental evaluation, and graph interpretation. Passage-defined models or special conditions override general outside rules when explicitly requested.
Error Analysis Taxonomy: Errors should be categorized into content gaps, passage misreads, faulty reasoning, calculation or unit mistakes, or pacing errors to establish targeted correction rules.
Research Design and Methodology
Variable Definitions:
Independent Variable: The factor deliberately manipulated or varied as the antecedent/predictor.
Dependent Variable: The measured outcome expected to alter in response to changes in the independent variable.
Confounding Variable: An unmeasured extraneous factor linked to both exposure and outcome that can falsely generate or mask a causal relationship.
Experimental Controls:
Positive Control: A experimental condition known to produce a baseline effect, confirming the system's sensitivity and functionality.
Negative Control: A condition expected to produce no response, establishing baseline noise, background signal, or contamination levels.
Validity Mechanisms:
Random Assignment: Equalizes measured and unmeasured confounding variables across intervention groups, maximizing internal validity and causal inference.
Random Sampling: Ensures every individual in a target population has an equal chance of selection, maximizing sample representativeness and external validity.
Blinding: Prevents participant, investigator, or assessor expectation bias by concealing group assignments.
Placebo Effect: Psychogenic or non-specific changes resulting from expectations surrounding treatment administration rather than the treatment's specific active physiological mechanism.
Crossover Design: Participants receive multiple sequential interventions, serving as their own control; requires washout periods to eliminate carryover effects.
Study Designs:
Longitudinal Study: Tracks the same cohort over time to evaluate temporal sequences and long-term outcomes; susceptible to attrition bias.
Cross-Sectional Study: Evaluates exposures and outcomes simultaneously at a single time point; efficient for estimating prevalence but limited in demonstrating temporality.
Cohort Study: Categorizes groups by exposure status and monitors subsequent incidence of outcomes over time; directly estimates relative risk (RR).
Case-Control Study: Identifies subjects based on outcome status (cases vs. controls) and retrospectively evaluates prior exposure history; highly efficient for rare outcomes and quantified via odds ratio (OR).
Experimental Study: Active manipulation of independent variables under controlled conditions with random assignment to evaluate direct causality.
Observational Study: Passive measurement of variables without investigator intervention; yields associations but remains susceptible to confounding.
Statistical Metrics and Biases
Statistical Terminology and Formulas:
Arithmetic Mean: xˉ=n∑xi
Weighted Average: xˉ=∑wi∑wixi
Sample Variance: s2=n−1∑(xi−xˉ)2
Standard Deviation: s=s2
Standard Error of the Mean: SEM=ns; quantifies precision of the estimated population mean, shrinking as sample size (n) increases.
Z Score: z=σx−μ; specifies the distance of a data point from the mean in standard deviation units.
Approximate 95% Confidence Interval: Estimate±1.96×SE, frequently rounded to Estimate±2×SE.
Probability Calculations:
Independent Events: P(A and B)=P(A)×P(B)
Mutually Exclusive Events: P(A or B)=P(A)+P(B)
General Addition Rule: P(A or B)=P(A)+P(B)−P(A and B)
Conditional Probability: P(A∣B)=P(B)P(A and B)
Epidemiological and Diagnostic Metrics:
Sensitivity: Sensitivity=TP+FNTP; proportion of individuals with disease who test positive.
Specificity: Specificity=TN+FPTN; proportion of individuals without disease who test negative.
Positive Predictive Value (PPV): PPV=TP+FPTP; probability that a positive test reflects true disease; dependent on population prevalence.
Negative Predictive Value (NPV): NPV=TN+FNTN; probability that a negative test reflects true health; dependent on population prevalence.
Null Hypothesis (H0): Baseline assertion that no genuine difference or association exists in the target population.
Type I Error (α): Incorrect rejection of a true null hypothesis (false positive).
Type II Error (β): Failure to reject a false null hypothesis (false negative).
Statistical Power (1−β): Probability of correctly detecting a true effect; increases with larger sample size, larger effect size, and lower measurement noise.
p-value: Probability of obtaining sample results at least as extreme as those observed, assuming the null hypothesis is true. A value of p<0.05 indicates statistical significance relative to standard alpha thresholds.
Confidence Interval Significance Criteria: For relative risks or odds ratios, statistical significance at the 0.05 level corresponds to a 95% confidence interval excluding 1.0. For mean differences, the 95% confidence interval must exclude 0.0
Common Methodological Biases:
Selection Bias: Non-random inclusion leading to systematically non-representative study samples.
Recall Bias: Differential accuracy of historical memory between cases and controls.
Social-Desirability Bias: Tendency of subjects to respond in ways aligned with societal approval.
Observer-Expectancy Bias: Investigator expectations subconsciously altering data recording or subject treatment.
Attrition Bias: Systematic dropouts causing non-equivalent comparison groups over time.
Measurement Properties:
Reliability: Precision and reproducibility of a measurement across repeated trials.
Validity: Accuracy of a tool in capturing the true construct it is designed to measure.
Internal Validity: Integrity of experimental control in demonstrating that the independent variable directly caused observed changes in the dependent variable.
External Validity: Generalizability of experimental findings to real-world populations and settings.
Construct Validity: Degree to which an operationalized measure reflects the underlying theoretical concept.
Amino Acids, Proteins, and Enzyme Kinetics
The 20 Standard Amino Acids
Structural Shared Features: Standard α-amino acids share an α-carbon bonded to an amino group (−NH2 or protonated −NH3+), a carboxyl group (−COOH or deprotonated −COO−), a hydrogen atom (−H), and a distinctive side-chain (−R) group. All standard amino acids exist in the L-configuration (S-stereocenter at the α-carbon, except cysteine which is R, and glycine which is achiral).
Detailed Characterization of Standard Amino Acids
Glycine (Gly, G):
Class: Nonpolar, aliphatic
Side Chain: −H
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Non-essential
Functional Roles: Smallest amino acid; achiral; provides conformational flexibility in peptide backbones; enriched in β-turns and collagen triple helices.
Alanine (Ala, A):
Class: Nonpolar, aliphatic
Side Chain: −CH3
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Non-essential
Functional Roles: Small hydrophobic residue; commonly buried in globular protein cores.
Valine (Val, V):
Class: Nonpolar, branched-chain
Side Chain: −CH(CH3)2
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: Hydrophobic branched-chain amino acid (BCAA); β-branched structure creates steric hindrance near the backbone.
Leucine (Leu, L):
Class: Nonpolar, branched-chain
Side Chain: −CH2−CH(CH3)2
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: Strongly hydrophobic BCAA; frequently participates in hydrophobic cores and leucine zipper dimerization motifs.
Isoleucine (Ile, I):
Class: Nonpolar, branched-chain
Side Chain: −CH(CH3)−CH2−CH3
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: β-branched hydrophobic BCAA; contains a second chiral center at its β-carbon.
Methionine (Met, M):
Class: Nonpolar, sulfur-containing
Side Chain: −CH2−CH2−S−CH3
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: Encoded by the AUG start codon; thioether sulfur is non-ionizable; precursor to S-adenosylmethionine (SAM).
Proline (Pro, P):
Class: Nonpolar, cyclic
Side Chain: Pyrrolidine ring covalently linked back to the backbone nitrogen atom
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Non-essential
Functional Roles: Rigid secondary amine structure introduces structural kinks; acts as an α-helix breaker; abundant in β-turns and collagen.
Phenylalanine (Phe, F):
Class: Aromatic, nonpolar
Side Chain: Benzyl group (−CH2−C6H5)
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: Bulky hydrophobic aromatic residue; metabolic precursor to tyrosine.
Tyrosine (Tyr, Y):
Class: Aromatic, polar
Side Chain: p
Hydroxybenzyl group (−CH2−C6H4−OH)
Physiologic Charge: Generally 0
Side-chain pKa: ≈10.1
Essential Status: Conditionally essential
Functional Roles: Amphipathic aromatic residue; absorbs UV light at 280nm; hydroxyl group target for kinase phosphorylation; precursor to catecholamines, thyroid hormones, and melanin.
Tryptophan (Trp, W):
Class: Aromatic, mostly nonpolar
Side Chain: Indole group
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Essential
Functional Roles: Largest standard amino acid; strongest absorber of UV light at 280nm; precursor to serotonin, melatonin, and niacin.
Serine (Ser, S):
Class: Polar, uncharged
Side Chain: −CH2OH
Physiologic Charge: 0
Side-chain pKa: ≈13
Essential Status: Non-essential
Functional Roles: Participates in hydrogen bonding; key target for O-linked glycosylation and phosphorylation; serves as a nucleophile in serine protease catalytic triads.
Threonine (Thr, T):
Class: Polar, uncharged
Side Chain: −CH(OH)CH3
Physiologic Charge: 0
Side-chain pKa: ≈13
Essential Status: Essential
Functional Roles: β-branched polar amino acid; contains a second stereocenter; substrate for phosphorylation and O-linked glycosylation.
Cysteine (Cys, C):
Class: Polar, sulfur-containing
Side Chain: −CH2SH
Physiologic Charge: Generally 0
Side-chain pKa: ≈8.3
Essential Status: Conditionally essential
Functional Roles: Thiol group oxidizes to form covalent disulfide bonds (forming cystine dimer pairs); strong nucleophile; coordinates transition metals.
Asparagine (Asn, N):
Class: Polar, uncharged amide
Side Chain: −CH2−CONH2
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Non-essential
Functional Roles: Amide side chain does not ionize within physiologic pH ranges; primary site for N-linked glycosylation (Asn-X-Ser/Thr consensus sequence).
Glutamine (Gln, Q):
Class: Polar, uncharged amide
Side Chain: −CH2−CH2−CONH2
Physiologic Charge: 0
Side-chain pKa: None
Essential Status: Conditionally essential
Functional Roles: Major non-toxic systemic carrier of nitrogen; primary fuel for rapidly dividing cells.
Aspartate (Asp, D):
Class: Acidic
Side Chain: −CH2−COO−
Physiologic Charge: −1
Side-chain pKa: ≈3.9
Essential Status: Non-essential
Functional Roles: Fully deprotonated and negatively charged at physiologic pH; forms salt bridges with basic residues.
Glutamate (Glu, E):
Class: Acidic
Side Chain: −CH2−CH2−COO−
Physiologic Charge: −1
Side-chain pKa: ≈4.1
Essential Status: Non-essential
Functional Roles: Negatively charged at physiologic pH; primary excitatory neurotransmitter in the central nervous system; metabolic precursor to GABA.
Lysine (Lys, K):
Class: Basic
Side Chain: −(CH2)4−NH3+
Physiologic Charge: +1
Side-chain pKa: ≈10.5
Essential Status: Essential
Functional Roles: Positively charged primary amine at physiologic pH; forms ionic salt bridges; frequent site for histone acetylation, methylation, and ubiquitination.
Arginine (Arg, R):
Class: Basic
Side Chain: Guanidinium group
Physiologic Charge: +1
Side-chain pKa: ≈12.5
Essential Status: Conditionally essential
Functional Roles: Most basic side chain; remains fully protonated across all physiologic conditions; precursor for nitric oxide (NO) synthesis.
Histidine (His, H):
Class: Basic, aromatic
Side Chain: Imidazole ring
Physiologic Charge: 0 or +1
Side-chain pKa: ≈6.0
Essential Status: Essential
Functional Roles: Because its pKa is near physiologic pH (7.4), it readily accepts or donates protons, functioning as an active acid-base catalyst in enzyme active sites; coordinates metal ions in hemoglobin and cytochromes.
Summary Categorizations and Mnemonics
Essential Amino Acids Mnemonic: PVT TIM HALL (Phenylalanine, Valine, Threonine, Tryptophan, Isoleucine, Methionine, Histidine, Arginine [conditional], Leucine, Lysine).
Negatively Charged (Acidic) at pH 7.4: Aspartate (D), Glutamate (E).
Positively Charged (Basic) at pH 7.4: Lysine (K), Arginine (R).
Acid-Base Behavior and Isoelectric Points
Protonation Rules:
When pH<pKa, the protonated form predominates.
When pH>pKa, the deprotonated form decision holds.
When pH=pKa, the concentration of protonated and deprotonated species is equal (1:1 ratio).
Zwitterion State: A dipolar molecule containing equal numbers of positively and negatively charged functional groups, yielding a net formal charge of zero.
Isoelectric Point (pI) Calculations:
For Neutral Side Chains: Average the pKa values of the α-amino and α-carboxyl groups:
pI=2pKa1+pKa2
For Acidic Amino Acids (Asp, Glu): Average the two lowest pKa values (carboxyl groups):
pI=2pKaα-COOH+pKaR-COOH
For Basic Amino Acids (Lys, Arg, His): Average the two highest pKa values (amino groups):
pI=2pKaα-NH3++pKaR-group
Electrophoretic Migration Principles:
When pH<pI, the protein carries a net positive charge and migrates toward the cathode (negative electrode).
When pH>pI, the protein carries a net negative charge and migrates toward the anode (positive electrode).
Peptides and Protein Structure
Peptide Bond Characteristics: Amide linkages formed via condensation/dehydration reactions with the release of H2O. Resonance delocalization of the nitrogen lone pair into the carbonyl gives the C-N bond partial double-bond character, rendering it planar and restricting rotation. Backbone dihedral angles ϕ (N-Cα) and ψ (Cα-C) allow rotational flexibility.
Structural Hierarchy:
Primary Structure: Linear sequence of amino acids joined by covalent peptide bonds and intra/interchain disulfide bonds.
Secondary Structure: Localized spatial arrangements stabilized by backbone hydrogen bonds between carbonyl oxygens (C=O) and amide nitrogens (N-H).
α-Helix: Right-handed coil stabilized by hydrogen bonds between residue i and residue i+4. Proline introduces disruptive kinks; glycine's high flexibility destabilizes the helix.
β-Pleated Sheets: Extended strands aligned adjacent in parallel or antiparallel orientation, stabilized by inter-strand backbone hydrogen bonds.
Tertiary Structure: Overall three-dimensional folding of a single polypeptide chain. Driven primarily by the hydrophobic effect (packing nonpolar residues into the interior to maximize water entropy ΔS>0), stabilized by salt bridges, hydrogen bonding, van der Waals interactions, and covalent disulfide bonds (Cys-S-S-Cys).
Quaternary Structure: Assembly of multiple polypeptide subunits into a functional oligomeric complex (e.g., hemoglobin tetramer).
Protein Folding Dynamics and Stability:
Denaturation: Disruption of secondary, tertiary, and quaternary structures without cleaving primary peptide bonds. Caused by heat, extreme pH, detergents (SDS), organic solvents, and chaotropic agents (urea).
Molecular Chaperones: Helper proteins that assist correct folding pathways and prevent non-specific hydrophobic aggregation during protein synthesis.
Fibrous vs. Globular Proteins: Fibrous proteins (e.g., collagen, keratin) are elongated, water-insoluble structural materials; globular proteins (e.g., myoglobin, enzymes) are compact, soluble functional agents.
Specialized Proteins: Collagen and Hemoglobin
Collagen Structure: Triple-helical fiber composed of repeating Gly-X-Y sequences (where X is frequently proline and Y is hydroxyproline). Glycine recurs every third position because only its small hydrogen side chain fits inside the tight center of the triple helix. Hydroxylation of proline and lysine requires Vitamin C (ascorbate); deficiency leads to scurvy.
Hemoglobin vs. Myoglobin Oxygen Binding:
Myoglobin: Monomeric oxygen storage protein in muscle. Displays a hyperbolic oxygen saturation curve with high affinity (P50≈2.8mmHg).
Hemoglobin: Heterotetrameric (α2β2) transport protein displaying positive cooperativity and a sigmoidal oxygen binding curve. Transitions between low-affinity T (Tense) state and high-affinity R (Relaxed) state.
Enzyme Kinetics, Inhibition, and Regulation
Fundamental Catalytic Properties: Enzymes increase reaction rates by lowering activation energy (Ea) for both forward and reverse pathways. They do not alter total free energy change (ΔG), enthalpy (ΔH), equilibrium constant (Keq), or final equilibrium concentrations.
Michaelis-Menten Kinetics:
Governing Equation:
v=Km+[S]Vmax[S]
Vmax: Maximum achievable reaction velocity when enzyme active sites are completely saturated with substrate. Dependent on total enzyme concentration: Vmax=kcat[E]total.
Km (Michaelis Constant): Substrate concentration at which reaction velocity is half Vmax (v=0.5Vmax). An intrinsic kinetic parameter reflecting apparent substrate affinity; a lower Km indicates higher affinity.
Turnover Number (kcat):
kcat=[E]totalVmax
Quantifies catalytic events per second per active site.
Competitive Inhibition: Inhibitor binds exclusively to the free enzyme active site, competing directly with substrate.
Apparent Km: Increases
Vmax: Unchanged (can be overcome by high [S])
Lineweaver-Burk: Lines intersect at the y-axis (Vmax1), slope increases.
Pure Noncompetitive Inhibition: Inhibitor binds with equal affinity to free enzyme (E) and enzyme-substrate complex (ES) at an allosteric site.
Apparent Km: Unchanged
Vmax: Decreases
Lineweaver-Burk: Lines intersect on the negative x-axis (−Km1), y-intercept increases.
Uncompetitive Inhibition: Inhibitor binds exclusively to the enzyme-substrate complex (ES) at an allosteric site formed after substrate binding.
Apparent Km: Decreases by the same factor as Vmax
Vmax: Decreases
Lineweaver-Burk: Parallel lines shifting upward and leftward.
Mixed Inhibition: Inhibitor binds to allosteric sites on both free E and ES complex with unequal affinities.
Vmax: Decreases
Apparent Km: Increases if inhibitor prefers free E; decreases if inhibitor prefers ES complex.
Irreversible Inhibition: Inhibitor covalently modifies active site residues, permanently removing active enzyme and reducing Vmax.
Enzyme Classification (LiL HOT):
Ligase: Joins two large molecules coupled to ATP cleavage (e.g., DNA ligase).
Isomerase: Rearranges intramolecular bonds to form isomers (e.g., phosphoglucose isomerase).
Lyase: Cleaves bonds without hydrolysis or oxidation, often forming double bonds or rings (e.g., pyruvate decarboxylase).
Hydrolase: Cleaves bonds by adding water (e.g., proteases, phosphatases, peptidases).
Oxidoreductase: Catalyzes oxidation-reduction reactions utilizing electron carriers (e.g., dehydrogenases).
Transferase: Transfers functional groups from one donor molecule to an acceptor (e.g., kinases transferring phosphate from ATP).
Biochemistry and Metabolism
Bioenergetics and Thermodynamics
Thermodynamic Criteria:
ΔG<0: Spontaneous, exergonic reaction capable of doing work.
ΔG>0: Non-spontaneous, endergonic reaction requiring energy input.
ΔG=0: Reaction at thermodynamic equilibrium.
Energy Coupling: Driving thermodynamically unfavorable endergonic reactions (ΔG1>0) by coupling them directly to highly favorable exergonic reactions (ΔG2<0), such that the net change ΔGnet=ΔG1+ΔG2<0
Structural Basis of ATP Favorable Hydrolysis:
Relief of electrostatic repulsion among negatively charged phosphate groups.
Resonance stabilization of inorganic phosphate (Pi) products.
Greater hydration energy of free hydrolysis products.
Monosaccharides and Carbohydrate Structure
Structural Nomenclature: Monosaccharides are aldoses (terminal aldehyde) or ketoses (internal ketone), categorized by carbon count (triose, pentose, hexose).
Stereochemical Relationships:
D/L Configuration: Assigned based on the chiral center furthest from the carbonyl carbon. In Fischer projections, D-sugars have the hydroxyl group on the right; L-sugars on the left.
Epimers: Diastereomers that differ in stereochemical configuration at exactly one chiral center (e.g., D-glucose and D-galactose are C-4 epimers).
Anomers: Cyclic stereoisomers formed via intramolecular nucleophilic addition yielding a new chiral center at the former carbonyl carbon (anomeric carbon).
α-anomer: Anomeric hydroxyl group is trans to the terminal −CH2OH group (pointing down in Haworth projections for D-sugars).
β-anomer: Anomeric hydroxyl group is cis to the terminal −CH2OH group (pointing up in Haworth projections for D-sugars).
Mutarotation: Spontaneous interconversion between α and β anomers in aqueous solution via the open-chain intermediate.
Glycosidic Bond Formation: Condensation reaction between an anomeric carbon hydroxyl group and an alcohol/amine, forming acetals or ketals. Sugars with free hemiacetal/hemiketal anomeric carbons function as reducing sugars capable of mutarotation and reducing Benedict's or Tollen's reagents.
Glycogen: Highly branched animal storage polymer containing linear α(1→4) glycosidic bonds with α(1→6) branch points every 8–12 residues. Highly branched structure increases solubility and generates abundant non-reducing ends for rapid enzymatic cleavage.
Starch: Plant storage polymer consisting of amylose (linear α(1→4)) and amylopectin (branched α(1→6) branches every 24–30 residues).
Cellulose: Structural plant cell wall polymer composed of linear β(1→4) linked glucose chains; indigestible to humans lacking β-glucosidase.
Lipid Structure, Membranes, and Transport
Fatty Acid Structure and Physical Properties:
Saturated Fatty Acids: Hydrocarbon chains without double bonds; pack tightly via van der Waals forces, exhibiting high melting points (solid at room temperature).
Unsaturated Fatty Acids: Contain one or more double bonds. Cis-double bonds introduce rigid kinks that disrupt hydrophobic packing, lowering melting points and enhancing membrane fluidity.
Complex Lipid Classes:
Triacylglycerols: Three fatty acids esterified to a single glycerol backbone; primary hydrophobic energy storage depot.
Glycerophospholipids: Glycerol backbone linked to two fatty acids and a polar head group via a phosphodiester linkage; primary amphipathic lipid of membrane bilayers.
Sphingolipids: Built on a sphingosine backbone rather than glycerol; includes sphingomyelin (myelin sheath insulator) and glycosphingolipids.
Cholesterol: Steroid structure consisting of four fused rings (three six-membered, one five-membered). Functions as a membrane fluidity buffer: impedes phospholipid packing at low temperatures to maintain fluidity, and restricts phospholipid movement at high temperatures to reduce permeability.
Membrane Transport Mechanisms:
Simple Diffusion: Passive movement of small, nonpolar hydrophobic molecules (O2, CO2, steroid hormones) down concentration gradients directly through the lipid bilayer.
Facilitated Diffusion: Passive movement of polar or charged molecules (glucose, ions) down concentration gradients utilizing transmembrane channels or carriers; saturable.
Primary Active Transport: Direct consumption of ATP hydrolysis energy to pump solutes against electrochemical gradients (e.g., Na+/K+ ATPase pumping 3Na+ out and 2K+ in per ATP).
Secondary Active Transport: Coupling the thermodynamically favorable downhill movement of one solute (typically Na+) to the unfavorable uphill movement of another solute (e.g., SGLT1 sodium-glucose symporter).
Hexokinase / Glucokinase: Converts glucose to glucose-6-phosphate (trapping glucose). Hexokinase is widely expressed with low Km and inhibited by glucose-6-phosphate. Glucokinase is localized to liver and pancreatic β-cells, has high Km, and is non-inhibited by product.
Phosphofructokinase-1 (PFK-1): Rate-limiting enzyme. Converts fructose-6-phosphate to fructose-1,6-bisphosphate using ATP. Activated by AMP and fructose-2,6-bisphosphate (F-2,6-BP); inhibited by ATP and citrate.
Pyruvate Kinase: Converts phosphoenolpyruvate (PEP) to pyruvate, generating ATP by substrate-level phosphorylation. Activated by fructose-1,6-bisphosphate (feed-forward); inhibited by ATP, acetyl-CoA, and glucagon-mediated phosphorylation in liver.
Substrate-Level Phosphorylation Steps: Phosphoglycerate kinase and pyruvate kinase.
Anaerobic Fate (Lactate Fermentation): Lactate dehydrogenase converts pyruvate to lactate to oxidize NADH back to NAD+, maintaining flux through glycolysis when oxidative phosphorylation is impaired.
Regulation: Inhibited by ATP, NADH, acetyl-CoA, and PDH kinase (activated by high energy charge); activated by ADP, Pyruvate, Ca2+, and PDH phosphatase.
Citric Acid Cycle (TCA / Krebs Cycle)
Location: Mitochondrial matrix.
Net Yield per Acetyl-CoA: 3NADH, 1FADH2, 1GTP (≈1ATP), 2CO2
Key Regulated Enzymes:
Citrate Synthase: Condenses acetyl-CoA and oxaloacetate to citrate. Inhibited by ATP, NADH, citrate, succinyl-CoA.
Isocitrate Dehydrogenase: Rate-limiting step. Converts isocitrate to α-ketoglutarate, producing NADH and CO2. Activated by ADP and Ca2+; inhibited by ATP and NADH.
α-Ketoglutarate Dehydrogenase Complex: Converts α-ketoglutarate to succinyl-CoA, yielding NADH and CO2. Activated by Ca2+; inhibited by NADH, succinyl-CoA, ATP.
Electron Transport Chain (ETC) and Oxidative Phosphorylation
Location: Inner mitochondrial membrane.
Complexes and Proton Pumping:
Complex I (NADH Dehydrogenase): Accepts electrons from NADH; pumps 4H+ into intermembrane space.
Complex II (Succinate Dehydrogenase): Accepts electrons from FADH2 (succinate); pumps 0H+.
Coenzyme Q (Ubiquinone): Lipid-soluble mobile electron carrier transferring electrons from Complexes I and II to Complex III.
Complex III (Cytochrome c Reductase): Pumps 4H+.
Cytochrome c: Water-soluble mobile peripheral protein transferring electrons from Complex III to Complex IV.
Complex IV (Cytochrome c Oxidase): Transfers electrons to molecular oxygen (O2 final acceptor, forming H2O); pumps 2H+.
ATP Synthase (Complex V): Utilizes proton motive force (ΔpH and electrical gradient) to drive rotational catalysis, converting ADP+Pi→ATP.
Uncouplers vs. Inhibitors:
ETC Inhibitors (e.g., cyanide, CO blocking Complex IV): Stop electron transport, halt proton pumping, reduce oxygen consumption, stop ATP synthesis.
Uncouplers (e.g., 2,4-DNP, thermogenin in brown fat): Dissipate the inner membrane proton gradient without stopping electron flow. Oxygen consumption increases, ATP synthesis drops, energy is released as heat.
Gluconeogenesis
Location: Liver (and kidney cortex); cytosol and mitochondria.
Bypass Steps of Glycolytic Irreversible Reactions:
Bypass 1: Pyruvate carboxylase (mitochondria, requires biotin and ATP; activated by acetyl-CoA) converts pyruvate to oxaloacetate, followed by phosphoenolpyruvate carboxykinase (PEPCK, cytosol, requires GTP) converting oxaloacetate to PEP.
Bypass 2: Fructose-1,6-bisphosphatase (rate-limiting step) converts fructose-1,6-bisphosphate to fructose-6-phosphate. Activated by citrate; inhibited by AMP and F-2,6-BP.
Bypass 3: Glucose-6-phosphatase (luminal surface of ER) converts glucose-6-phosphate to free glucose. Absent in skeletal muscle.
Glycogen Metabolism
Glycogenesis: Glycogen synthase (rate-limiting enzyme) adds glucose from UDP-glucose via α(1→4) linkages. Activated by insulin and glucose-6-phosphate (dephosphorylated state). Branching enzyme creates α(1→6) branches.
Glycogenolysis: Glycogen phosphorylase (rate-limiting enzyme) cleaves α(1→4) bonds via phosphorolysis, yielding glucose-1-phosphate. Activated by glucagon (liver), epinephrine (muscle/liver), and AMP (muscle); inhibited by ATP and glucose-6-phosphate. Debranching enzyme resolves branches.
Pentose Phosphate Pathway (PPP)
Location: Cytosol.
Primary Functions: Produces NADPH (for reductive biosyntheses like fatty acid synthesis and glutathione reduction against oxidative stress) and ribose-5-phosphate (nucleotide synthesis).
Rate-Limiting Enzyme: Glucose-6-phosphate dehydrogenase (G6PD); strongly activated by NADP+ and inhibited by NADPH.
Fatty Acid Oxidation (β-Oxidation) vs. Synthesis
β-Oxidation:
Location: Mitochondrial matrix.
Transport: Carnitine palmitoyltransferase I (CPT-1) imports acyl-CoA into mitochondria. Inhibited by malonyl-CoA.
Citrate Shuttle: Exports mitochondrial acetyl-CoA as citrate to the cytosol.
Rate-Limiting Step: Acetyl-CoA carboxylase (ACC) converts acetyl-CoA to malonyl-CoA using ATP and biotin. Activated by insulin and citrate; inhibited by glucagon and palmitoyl-CoA.
Synthesis Steps: Fatty acid synthase (FAS) uses NADPH through repeating cycles to generate palmitate (16-carbon saturated fatty acid).
Ketogenesis and Integration of Fasting States
Ketogenesis: Occurs in liver mitochondria during prolonged fasting or starvation when oxaloacetate is consumed by gluconeogenesis, causing acetyl-CoA accumulation. Produces acetoacetate and β-hydroxybutyrate. The liver cannot utilize ketone bodies due to lack of thiophorase (ketoacyl-CoA transferase).
Metabolic State Hormonal Control:
Fed State: High insulin/glucagon ratio. Stimulates glucose uptake (GLUT4 in muscle/fat), glycogenesis, glycolysis, fatty acid synthesis, and protein translation.
Fasting State: Low insulin, high glucagon and epinephrine. Stimulates liver glycogenolysis, gluconeogenesis, lipolysis, and β-oxidation.
Starvation: High glucagon/cortisol. Glycogen reserves depleted (<24hrs); reliance on hepatic gluconeogenesis and extensive lipolysis/ketogenesis. Brain adapts to burn ketone bodies, sparing muscle protein breakdown.
Cell Biology, Genetics, and Biotechnology
Cellular Organization and Organelle Function
Organelle Roles:
Nucleus: Site of genomic DNA storage, replication, and transcription. Enclosed by a double membrane with nuclear pores. Nucleolus is the site of rRNA transcription and ribosome assembly.
Rough Endoplasmic Reticulum (RER): Studded with ribosomes; translates proteins destined for membranes, lysosomes, or secretion.
Smooth Endoplasmic Reticulum (SER): Lipid synthesis, steroid hormone production, drug detoxification, calcium storage (Ca2+ in sarcoplasmic reticulum).
Golgi Apparatus: Cis face receives vesicles from RER; modifies proteins (e.g., glycosylation); trans face sorts and packages into secretory or lysosomal vesicles.
Lysosomes: Acidic organelles (pH≈4.5−5.0) containing acid hydrolases for macromolecular degradation.
Peroxisomes: Perform β-oxidation of very-long-chain fatty acids (>22 carbons) and neutralize reactive oxygen species using catalase (2H2O2→2H2O+O2).
Cytoskeletal Filaments:
Microfilaments: Composed of actin polymers. Double-helical rods involved in muscle contraction (with myosin), cell motility, cleavage furrow formation during cytokinesis, and microvilli structural support.
Intermediate Filaments: Fibrous proteins (keratin, vimentin, desmin, nuclear lamins) providing high tensile strength, cell-cell adhesion, and nuclear envelope structural integrity.
Microtubules: Hollow cylinders composed of α and β tubulin dimers. Form tracks for intracellular transport driven by motor proteins (Kinesin moves anterograde toward plus-end; Dynein moves retrograde toward minus-end), form mitotic spindle fibers, and construct cilia/flagella (9+2 arrangement).
Cell Cycle, Mitosis, and Meiosis
Cell Cycle Phases:
G1 Phase: Growth and organelle synthesis; contains the restriction point.
S Phase: Nuclear DNA replication generating identical sister chromatids bound at centromeres.
G2 Phase: Pre-mitotic growth and checkpoint check for DNA replication errors.
M Phase: Mitosis and cytokinesis.
G0 Phase: Non-dividing quiescent state.
Cell Cycle Regulation: Cyclin-dependent kinases (CDKs) activated by stage-specific cyclins. Retinoblastoma protein (Rb) inhibits G1/S transition until phosphorylated. Tumour suppressor p53 halts the cell cycle upon sensing DNA damage to allow repair or induce apoptosis via caspase activation cascades.
Mitosis vs. Meiosis Summary:
Mitosis: Somatic cells; one division yielding two genetically identical diploid (2n) daughter cells.
Meiosis: Germ cells; two divisions yielding four non-identical haploid (1n) gametes.
Prophase I: Homologous chromosomes undergo synapsis forming tetrads; crossing over (homologous recombination) occurs at chiasmata.
Anaphase I: Homologous chromosomes separate (law of independent assortment).
Anaphase II: Sister chromatids separate.
Genetics, Molecular Biology, and Gene Regulation
DNA Structure: Double helix consisting of antiparallel strands linked by 3′−5′ phosphodiester bonds. Adenine pairs with Thymine via 2 hydrogen bonds; Guanine pairs with Cytosine via 3 hydrogen bonds (G-C content increases melting temperature Tm). Purines (A, G; two rings) equal Pyrimidines (C, T, U; one ring) according to Chargaff's rules.
DNA Replication Enzymes:
Helicase: Unwinds double helix.
Topoisomerase (DNA Gyrase): Relieves supercoiling strain ahead of replication fork.
Primase: Synthesizes RNA primers.
DNA Polymerase: Synthesizes DNA in 5′→3′ direction reading template 3′→5′. Proofreads via 3′→5′ exonuclease activity.
DNA Ligase: Seals nicked phosphodiester backbones between Okazaki fragments on the lagging strand.
Central Dogma and RNA Processing: Transcription produces pre-mRNA from template (antisense) strand. Eukaryotic post-transcriptional processing adds a 5′ 7-methylguanosine cap, a 3′ poly-A tail, and performs intron removal/exon joining via the spliceosome (alternative splicing yields multiple protein isoforms from one gene).
Genetic Code and Translation: Degenerate (multiple codons per amino acid) and unambiguous. Start codon: AUG (Methionine). Stop codons: UAA, UAG, UGA. Translation occurs on ribosomes (80S eukaryotic, 70S prokaryotic) through A (acceptor), P (peptidyl), and E (exit) sites.
Prokaryotic Gene Regulation (Operons):
Lac Operon: Inducible system. Transcribed maximally when lactose is present (allolactose inactivates repressor) AND glucose is absent (high cAMP activates CAP binding).
Trp Operon: Repressible system. High tryptophan acts as a co-repressor to activate the repressor, shutting down transcription.
Eukaryotic Epigenetics: DNA methylation at CpG islands represses transcription. Histone acetylation neutralizes positive charges on lysine residues, relaxing chromatin (euchromatin) and activating transcription.
Population Genetics:
Hardy-Weinberg Equilibrium Equations:
p+q=1p2+2pq+q2=1
Assumptions: Infinite population, random mating, no mutations, no migration, no natural selection.
Ionization Energy, Electronegativity, Electron Affinity: Increase up and right.
Ionic Radius: Cations are smaller than neutral parent atoms; anions are larger. For an isoelectronic series, species with the highest atomic number (most protons) have the smallest ionic radius.
Functionalism (Macro): Society as a complex system whose parts work together to promote solidarity and stability. Manifest functions are intended; Latent functions are unintended.
Conflict Theory (Macro): Focuses on power struggles, resource inequality, and class dominance (Karl Marx).
Social Constructionism: Concepts and categories are produced and maintained through collective social agreement.
Stratification Concepts:
Cultural Capital: Non-financial assets (education, intellect, style of speech, dress) that promote social mobility.
Social Capital: Social networks and connections yielding mutual benefits.
Fundamental Cause Theory: High socioeconomic status provides flexible resources (money, knowledge, prestige, power) that can be deployed to avoid health risks regardless of changing disease mechanisms.
CARS Strategy and Execution
Argument Mapping and Reading Discipline
Objective: Read for argument structure rather than detailed topic memorization. Identify thesis, paragraph function, authorial tone, and shifts in perspective.