Open course · Neuroproteomics

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An illustrated guide, from amino acids to the clinic: what proteins are, how proteomics works and what it reveals about schizophrenia and depression.

6 chapters ~32 min read 6 interactive figures

Chapter 1 · 5 min

Proteins: the machines of life

Almost everything that happens inside a cell is done by proteins. Understanding how they are built is the first step to understanding the brain.

From gene to protein

Each protein is a chain of amino acids linked in sequence, like beads on a necklace. There are 20 standard amino acids, and their order is set by the corresponding gene in DNA. First the gene is copied into messenger RNA; then ribosomes read that RNA and join the amino acids one by one.

A typical protein has hundreds of amino acids. Since each position can hold one of 20 types, the number of possible sequences is astronomical — and that variety is what lets proteins carry out such different jobs.

Shape defines function

Right after it is made, the chain folds into a specific three-dimensional shape. Folding is guided by the chemistry of the amino acids: hydrophobic ones (which “avoid” water) tend to end up inside, while polar and charged ones face the watery environment of the cell.

Figure 1InteractiveThe four levels of structure
MAEGKLVNSRPFDQ

The linear sequence of amino acids, set by the gene.

Figure 1. Tap each level. Primary structure is the sequence; secondary, local patterns such as helices and sheets; tertiary, the full fold of one chain; quaternary, several chains together — like the four subunits of hemoglobin.
Figure 2InteractiveFolding of a protein chain

Drag to rotate · pinch or scroll to zoom

HydrophobicPolarCharged
Figure 2. Teaching model. Drag the control to fold the chain and watch hydrophobic residues (yellow) move to the core while polar (green) and charged (blue-gray) residues stay on the surface. Rotate the model with your finger or mouse.

Proteins in the brain

Receptors

Receive chemical signals, such as dopamine and glutamate receptors.

Ion channels

Control ion flow and generate the electrical impulses of neurons.

Enzymes

Speed up reactions — e.g., tyrosine hydroxylase, a key step in making dopamine.

Structural

Provide shape and stability, like myelin basic protein, which compacts myelin.

A protein can also receive chemical “tags” after it is made — post-translational modifications such as phosphorylation. They switch the protein on, off or redirect it, acting as fine switches of cell function.

In summary

  • Proteins are chains of 20 kinds of amino acids, encoded by genes.
  • The 3D shape, produced by folding, determines function.
  • In the brain, proteins form receptors, channels, enzymes and structures like myelin.
  • Post-translational modifications tune protein activity.

Test your knowledge

Why do hydrophobic amino acids usually end up inside the protein?

Chapter 2 · 6 min

Proteomics: a portrait of every protein

Instead of studying one protein at a time, proteomics measures thousands at once — revealing how the whole set changes in health and disease.

Genome × proteome

The genome — the full set of genes — is virtually the same in every cell of the body. The proteome, the set of proteins present, changes with cell type, brain region, age, medication and health. That makes the proteome a much closer portrait of what the cell is actually doing.

There is an extra layer of complexity: the roughly 20,000 human protein-coding genes give rise to many more distinct protein forms (proteoforms), thanks to alternative RNA processing and post-translational modifications.

How an experiment works

  1. 1

    Sample

    Brain tissue donated for research, cultured cells, organoids or fluids such as blood.

  2. 2

    Extraction and digestion

    Proteins are extracted and cut into peptides by an enzyme, usually trypsin.

  3. 3

    Chromatography

    Peptides are separated over time so they don't all reach the instrument at once.

  4. 4

    Mass spectrometry

    Peptides are ionized and “weighed” by mass-to-charge ratio (m/z); then fragmented to reveal their sequence.

  5. 5

    Bioinformatics

    Software matches spectra to databases, identifies and quantifies proteins and highlights altered biological pathways.

Figure 3InteractiveA mass spectrum
m/zIntensity642.32785.841023.51

Tap a highlighted peak · illustrative values

  1. 1. Peak detectedm/z 785.84
  2. 2. Sequence (fragmentation)MYELINR
  3. 3. Protein identifiedMyelin protein
Figure 3. Illustrative spectrum. Each peak is a detected ion: its horizontal position is the mass-to-charge ratio (m/z) and its height, the intensity. Tap the highlighted peaks to see how they are matched to peptides and then to proteins.

Quantifying to compare

Identifying proteins is only half the job. The scientific question is usually comparative: which proteins are more or less abundant in tissue from people with schizophrenia compared with controls? What changes in cells treated with an antidepressant? For that, quantification strategies — with or without chemical labeling of samples — and rigorous statistics are used.

In summary

  • The proteome changes with cell, timing and health; the genome barely does.
  • Mass spectrometry identifies peptides by mass-to-charge ratio.
  • Bioinformatics turns spectra into lists of proteins and altered pathways.
  • The key question is comparative: what changes between conditions?

Test your knowledge

Which enzyme is most often used to cut proteins into peptides?

Chapter 3 · 5 min

The brain and its conversations

Neurons and glial cells form a communication network in which every message depends on proteins.

Neurons and glia

The human brain has, on average, about 86 billion neurons — a figure estimated by Brazilian researchers — and a similar number of glial cells. Neurons receive signals through dendrites, integrate them in the cell body and send electrical impulses along the axon to the terminals, where they communicate with other cells.

Astrocytes

Support neurons, regulate the chemical environment and take part in synapses.

Oligodendrocytes

Make myelin in the central nervous system, speeding up impulses.

Microglia

The brain's immune cells; they also “prune” synapses during development.

The chemical synapse

When the impulse reaches the axon terminal, vesicles release neurotransmitters into a tiny gap, the synaptic cleft. These molecules bind to receptors — proteins — on the next cell's membrane, opening channels or triggering signaling cascades. Then transporters take the neurotransmitter back up (reuptake) or enzymes break it down, ending the signal.

Figure 4InteractiveSynaptic transmission

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Balanced release and reuptake.

Figure 4. Teaching model. Vesicles in the presynaptic terminal (top) release neurotransmitters (green) that cross the cleft and activate receptors (yellow) on the postsynaptic cell (bottom). Some molecules are taken back up. Compare scenarios to see, in simplified form, how signaling can change.

Glutamate

  • Main excitatory neurotransmitter
  • Learning and memory

GABA

  • Main inhibitory neurotransmitter
  • Balances neural activity

Dopamine

  • Motivation, reward and movement
  • Central to schizophrenia

Serotonin

  • Mood, sleep and appetite
  • Target of many antidepressants

Myelin: the neurons' insulating tape

Myelin wraps axons in layers, like insulating tape. Impulses “jump” between small unmyelinated gaps, the nodes of Ranvier, exceeding 100 meters per second in the fastest fibers. When myelin or oligodendrocytes change, communication between distant brain regions can become slower and less synchronized.

In summary

  • Neurons and glia exist in similar numbers in the human brain.
  • Chemical synapses rely on proteins: receptors, channels, transporters and enzymes.
  • Oligodendrocytes make myelin, which speeds up neural communication.

Test your knowledge

Which cell makes myelin in the central nervous system?

Chapter 4 · 6 min

Schizophrenia

A severe, treatable mental disorder surrounded by myths. The biology behind it involves neurons, glia and thousands of proteins.

According to the World Health Organization, schizophrenia affects about 24 million people worldwide — roughly 1 in 300. Symptoms usually emerge in late adolescence or early adulthood, generally somewhat earlier in men.

Three groups of symptoms

Positive

  • Hallucinations (e.g., hearing voices)
  • Delusions
  • Disorganized thinking

Negative

  • Reduced motivation
  • Reduced emotional expression
  • Social withdrawal

Cognitive

  • Attention difficulties
  • Working memory
  • Planning

What science already knows

Schizophrenia is multifactorial: there is an important genetic component, made of many small-effect variants, that interacts with environmental factors such as pregnancy and birth complications, stress and cannabis use in adolescence.

Dopamine hypothesis

Excess dopamine signaling in certain pathways would be linked to positive symptoms. Antipsychotics block dopamine D2 receptors.

Glutamate hypothesis

Low function of glutamate NMDA receptors would help explain negative and cognitive symptoms.

Glia and myelin

Imaging and post-mortem tissue studies point to changes in white matter, oligodendrocytes and myelin proteins.

Figure 5InteractiveConnectivity and myelin

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Figure 5. Teaching model of a neural network. Lower myelin integrity to see signals slow down, and reduce connectivity to see the network fragment — two kinds of change studied in schizophrenia.

The proteomics perspective

By comparing the proteome of brain tissue donated by people with and without schizophrenia, proteomic studies have found recurring changes in proteins linked to oligodendrocytes and myelin, to cellular energy metabolism and to synapse structure. Cell models make it possible to test whether these changes are cause or consequence — and how medications modify them.

In summary

  • Affects about 1 in 300 people; it is treatable.
  • Positive, negative and cognitive symptoms.
  • Dopamine, glutamate, glia and myelin are at the core of the hypotheses.
  • Proteomics reveals changes in myelin, energy and synapses.

Test your knowledge

Classic antipsychotics act mainly on which target?

Chapter 5 · 6 min

Depression

Far beyond sadness: a common disorder with complex biological roots and effective treatments.

The WHO estimates that around 280 million people live with depression — about 5% of adults — and it is more common in women. It is one of the leading causes of disability worldwide.

Diagnosis is clinical and considers symptoms lasting at least two weeks: depressed mood, loss of interest or pleasure (anhedonia), changes in sleep and appetite, fatigue, trouble concentrating, feelings of guilt and, in severe cases, thoughts of death.

From monoamines to plasticity

In the 1950s, some drugs were observed to change mood by altering levels of serotonin, noradrenaline and dopamine — the monoamines. That gave rise to the monoamine hypothesis. But there is a puzzle: antidepressants raise monoamines within hours, while improvement takes weeks. This suggests the effect depends on slower adaptations in the brain.

Figure 6InteractiveMonoamine signaling

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Less release and more reuptake (simplified model).

Figure 6. Simplified teaching model. In the “depression” scenario, less neurotransmitter is released and more is taken back up, activating fewer receptors. Antidepressants such as SSRIs block serotonin reuptake.

Neuroplasticity

Chronic stress can reduce connections; factors such as BDNF help rebuild them.

Stress axis

Changes in the hypothalamic-pituitary-adrenal axis and cortisol affect regions such as the hippocampus.

Inflammation

Some people with depression show elevated inflammatory markers.

Energy metabolism

Mitochondria and energy use by brain cells also appear to be altered.

Why doesn't everyone respond to treatment?

Psychotherapy and antidepressants work for many people, but a significant share — estimated at around 30% — does not respond well to initial treatments. Understanding, at the protein level, how each drug works and what distinguishes responders from non-responders is one path toward more personalized treatment. Newer approaches such as esketamine, which acts on the glutamate system, reinforce that more than one biological pathway is involved.

In summary

  • About 280 million people live with depression.
  • The monoamine hypothesis explains part, but not all.
  • Plasticity, stress, inflammation and energy are also involved.
  • Proteomics helps explain responses to treatment.

Test your knowledge

Why do antidepressants take weeks to work?

Chapter 6 · 4 min

From bench to bedside

How data on thousands of proteins can become better diagnoses and more targeted treatments.

The search for biomarkers

A biomarker is a measurable feature that signals a biological process — like blood glucose in diabetes. In psychiatry, diagnosis still relies almost entirely on clinical assessment. Proteins measured in blood or other fluids could help diagnose earlier, predict response to a drug or track treatment progress.

Models to study the brain

Post-mortem tissue

Donated by families to brain banks; shows the organ's final state.

Cultured cells

Neurons and oligodendrocytes in dishes allow controlled drug testing.

iPSCs

Skin or blood cells reprogrammed into stem cells that become brain cells.

Brain organoids

Mini 3D structures that mimic stages of human brain development.

By combining these models with proteomics, we can ask how an altered protein affects the cell, test drug candidates and, in the future, choose the most suitable treatment for each person — so-called precision medicine.

In summary

  • Biomarkers could bring more objective diagnosis to psychiatry.
  • Tissue, cells, iPSCs and organoids complement each other.
  • The ultimate goal is precision medicine.

Timeline

Science milestones

1838

The word “protein” is born

From the Greek “proteios”, primary, as it was seen as life's fundamental substance.

1906

Golgi and Cajal

Nobel Prize for work on the structure of the nervous system that revealed the neuron.

1952

First antipsychotic

Chlorpromazine transforms the treatment of schizophrenia.

1950s

First antidepressants

Iproniazid and imipramine pave the way for the monoamine hypothesis.

1958

The first protein in 3D

John Kendrew reveals the structure of myoglobin.

2002

Mass spectrometry Nobel

Fenn and Tanaka honored for ionizing large biomolecules.

2003

Human genome completed

The Human Genome Project is completed.

2006

iPS cells

Yamanaka reprograms adult cells into stem cells.

2013

Brain organoids

First lab-grown “mini-brains”.

2024

Protein design Nobel

Baker, Hassabis and Jumper honored for protein design and structure prediction.

Glossary

Key terms

Learn more

Educational content based on general scientific sources. Figures are simplified teaching models.