Why Calories Don't Count — Interactive Mindmaps

Why Calories Don't Count by Giles Yeo Book Cover

by Giles Yeo

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Giles Yeo's Why Calories Don't Count dismantles the myth that a calorie is a calorie, explaining how food structure, processing, and digestion alter energy extraction. Written for anyone frustrated by failed diets or conflicting nutrition advice, it offers a practical framework—focusing on protein, fibre, and free sugars—over restrictive counting.

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Chapter mindmaps

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Chapter 1: Calories, Calories Everywhere

Key concepts: Chapter 1: Calories, Calories Everywhere

Chapter 1: Calories, Calories Everywhere

The Core Question

  • What makes a calorie count remains unresolved
  • Endless food options and advice create confusion
  • Uncertainty about real numbers shapes every meal

Baseball vs. Football

  • Football's violence makes its 16 games decisive
  • Baseball's 180-game season drains individual importance
  • Long baseball games turn spectating into eating occasions
  • Ballpark food becomes the natural centerpiece of fan experience

The Author's San Francisco Lens

  • San Francisco spans just seven miles each way
  • Author grew up in the city, attending St Ignatius and UC Berkeley
  • Oracle Park and the Giants anchor the narrative
  • Personal history frames the baseball/food dynamic

Chapter 2: Introduction

Key concepts: Introduction

Introduction

The Calorie Paradox

  • Calorie counts promise to rank foods from good to bad
  • A 1,400-calorie hot dog vs 900-calorie burger raises questions
  • Do lower numbers mean better, and are all calories equal?

Defining the Calorie

  • Small-c calorie heats 1 ml of water by 1°C
  • Food labels use kilocalories (kcal), 1,000 times larger
  • One calorie equals 4.184 joules
  • Book uses 'calorie' to mean kilocalorie

Nutrition Labels and Serving Sizes

  • Labelling compulsory in many regions, but not all foods
  • UK/EU list energy, fat, carbs, protein, salt; US adds trans fats
  • Serving sizes often smaller than typical portions
  • Menu labelling voluntary in UK; US requires chains with 20+ locations

Lavoisier and the Birth of Calorimetry

  • Conservation of mass: matter neither created nor destroyed
  • Respiration is slow combustion, proven with guinea pig calorimeter
  • First calorimeter measured heat via melted ice
  • Bomb calorimeter developed in 1878 for food energy

Three Different Calorie Numbers

  • A: energy actually in the food
  • B: number printed on the pack
  • C: energy the body can extract
  • Only C matters for weight; getting from A to B requires Atwater

Chapter 2: The Atwater Factor

Key concepts: Chapter 2: The Atwater Factor

Chapter 2: The Atwater Factor

The Calorie Myth

  • Labels measure machine burning, not body digestion
  • Food structure and processing change calorie availability
  • Sugar yields 95% energy, sweetcorn far less

Atwater's Method

  • Three stages: collate, burn, feed and subtract
  • Five components: water, ash, protein, fat, carbs
  • Named extracted value 'metabolisable energy'

The Atwater General Factors

  • Fat set at 9, carbs and protein at 4, alcohol 7
  • Beat Rubner's rival figures by including faecal losses
  • System stuck for over a century

Protein and Nitrogen Arithmetic

  • Protein inferred from nitrogen using 6.25 factor
  • Actual nitrogen ranges 13-19%, factors 5.26-7.69
  • Jones factors replaced universal 6.25 in 1931

Carbohydrate by Difference Flaw

  • Remainder lumps sugars, starch and fibre together
  • 1970: simple sugar factor set at 3.75
  • 1998: dietary fibre factor set at 2 calories

Human Body as Machine

  • Atwater-Rosa calorimeter tested four men 1898-1900
  • First law of thermodynamics held in humans
  • Alcohol fuelled work identically, angering Methodist backers

Lulu Hunt Peters and Diet Culture

  • Lost 70 pounds by strict calorie counting
  • 1918 book sold two million copies
  • Turned calorie counting into patriotic rationing

Chapter 3: How Do We Turn Food into Energy?

Key concepts: Chapter 3: How Do We Turn Food into Energy?

Chapter 3: How Do We Turn Food into Energy?

The Energy Puzzle

  • Food energy obeys first law of thermodynamics
  • Body converts energy safely at body temperature
  • Two steps: digestion and intermediary metabolism

Digestion: From Mouth to Bloodstream

  • Chewing and salivary amylase start starch breakdown
  • Stomach acid and pepsin fragment proteins
  • Small intestine absorbs nutrients via villi
  • Fat travels as chylomicrons, not dissolved in blood

ATP: The Energy Currency

  • ATP is a rechargeable molecular battery
  • Energy released by splitting third phosphate
  • People cycle 50-75 kg ATP daily

The Mitochondrial Pathway

  • All nutrients funnel into acetyl-CoA
  • Krebs cycle loads electrons onto NADH and FADH2
  • Electron transport chain builds proton gradient
  • ATP synthase turbine produces three ATP per turn

Carbohydrate Metabolism

  • Glycolysis yields net two ATP anaerobically
  • Without oxygen, pyruvate becomes lactate
  • Full glucose oxidation yields thirty ATP
  • Oxygen powers sustained energy past one minute

Gluconeogenesis and the Cori Cycle

  • Liver rebuilds glucose from pyruvate
  • Liver maintains blood glucose between 4-7 mM
  • Muscle lactate returns to liver as glucose
  • Acetyl-CoA cannot be converted back to glucose

Fat, Protein, and Starvation

  • Fat oxidation yields 106 ATP per palmitic acid
  • Glycogen stores last a day; fat lasts months
  • Surplus amino acids become fat
  • Starvation produces ketones to fuel brain
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