Data dictionary
The corpus is a graph of typed records validated on every build. This page is generated from the schema itself: the base fields every record shares, then each of the eighteen kinds with its own fields and a real example. Relationship fields hold ids of other records; backlinks are derived, so a link is declared once.
Source of truth: src/lib/schema.ts (Zod). Machine-readable JSON Schema: /api/v1/schema.json, published with the open API. Ids match ^[a-z0-9]+(-[a-z0-9]+)*$; dates are YYYY-MM-DD.
Base fields (every kind)
Identity, the two-register text (TL;DR for anyone, summary for specialists), the date the facts were checked, sources, and the relationship arrays that make the graph.
| Field | Type | Required | Description |
|---|---|---|---|
id | entity id | yes | Stable kebab-case identifier; also the URL slug. |
name | string | yes | Display name. |
aka | string[]default [] | no | Other names, brands and abbreviations; used by search and hover-linking. |
tldr | string | yes | Plain-language explanation for someone with no background. |
summary | string | yes | Technical summary. Markdown-light: paragraphs separated by blank lines. |
status | "approved" | "phase-3" | "phase-2" | "phase-1" | "preclinical" | "concept" | "standard-of-care" | "established" | "emerging" | "historic" | "withdrawn" | "active" | "completed" | "recruiting" | "positive" | "negative" | "mixed" | "planned" | no | Stage or state, from the shared status list. |
asOf | date (YYYY-MM-DD) | yes | Date the facts were last checked. |
wikipedia | URL | no | Wikipedia article for the concept. |
links | { label, url }[]default [] | no | External sources: label and URL.
|
tags | string[]default [] | no | Free-form tags (for example "spike", "failure"). |
related | entity id[]default [] | no | Free-form related entity ids (any kind). |
cancers | entity id[]default [] | no | Typed relationship arrays. Each holds ids of the named kind. |
sections | entity id[]default [] | no | |
technologies | entity id[]default [] | no | |
targets | entity id[]default [] | no | |
drugs | entity id[]default [] | no | |
companies | entity id[]default [] | no | |
institutions | entity id[]default [] | no | |
pathways | entity id[]default [] | no | |
terms | entity id[]default [] | no | |
trials | entity id[]default [] | no | |
people | entity id[]default [] | no | |
bottlenecks | entity id[]default [] | no | Bottlenecks of the war on cancer this object bears on (ideas attack them; technologies, trials, collections relieve them). |
keyPapers | entity id[]default [] | no | Key papers (kind "paper") this object rests on or is discussed in. |
journals | entity id[]default [] | no | Journals (kind "journal") this object was published in or is tied to. |
dependsOn | entity id[]default [] | no | |
notes | string[]default [] | no | Why this matters / what is hard about it. Optional editorial notes. |
simple | string | no | Even simpler explanation (about a 12-year-old reading age). Optional. |
provenance | { editedBy, editedOn, note } | no | Who last substantively edited this record (name or handle) and when.
|
confidence | { probability, by, on, note } | no | Named probability estimate for speculative content.
|
One page per dementia type or related condition: what it is, how it is assessed, and what is known.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "cancer" | yes | Discriminator; fixed per kind. |
group | string | yes | ICD-O / organ system grouping, e.g. "breast", "lung", "blood". |
burden | string | no | Roughly how common, in words. |
subtypes | string[]default [] | no | Named subtypes a clinician distinguishes. |
biomarkers | string[]default [] | no | Key biomarkers a clinician tests for. |
standardOfCare | { setting, approach, refs, guideline }[]default [] | no | One row per clinical setting: the approach, the products it references, and the guideline mapping.
|
stateOfArt | string[]default [] | no | What is state of the art today, in one paragraph per point. |
history | { year, title, note, refs }[]default [] | no | Dated milestones for the timeline, each pointing at the records it concerns.
|
pipeline | entity id[]default [] | no | What is coming: ids of drugs/technologies/trials/ideas. |
openProblems | string[]default [] | no | What is still unsolved, one paragraph each. |
basics | { symptoms, diagnosis, staging, sources } | no |
|
prognosis | { text, sources } | no | Plain-English outlook: what moves survival and the headline population figures, with sources. Shown behind the survival disclosure.
|
parent | entity id | no | The broader cancer this record is a subtype of (pleural mesothelioma -> mesothelioma); the parent page lists its subtypes at the top. |
Example: alzheimers-disease (arrays trimmed to three items, long strings shortened)
{
"id": "alzheimers-disease",
"kind": "cancer",
"name": "Alzheimer’s disease",
"tldr": "Alzheimer’s disease is a brain disease that commonly causes dementia. Early-stage anti-amyloid medicines exist for a carefully selected group, and several ol...",
"summary": "Alzheimer’s disease is defined pathologically by amyloid plaques and tau tangles. Clinically it often begins with memory of recent events, then spreads to la...",
"asOf": "2026-09-21",
"wikipedia": "https://en.wikipedia.org/wiki/Alzheimer%27s_disease",
"links": [
{
"label": "FDA: Leqembi traditional approval",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
},
{
"label": "FDA: Kisunla approval",
"url": "https://www.fda.gov/drugs/news-events-human-drugs/fda-approves-treatment-adults-alzheimers-disease"
},
{
"label": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
],
"tags": [
"dementia-atlas"
],
"related": [
"mild-cognitive-impairment",
"mixed-dementia",
"da-roadmap-anti-amyloid"
],
"sections": [
"da-front-anti-amyloid",
"da-front-anti-tau",
"da-front-imaging"
],
"technologies": [
"da-tech-anti-amyloid-mab",
"da-tech-amyloid-pet",
"da-tech-csf-biomarkers"
],
"targets": [
"da-target-amyloid-beta",
"da-target-tau",
"da-target-ache"
],
"drugs": [
"da-lecanemab",
"da-donanemab",
"da-donepezil"
],
"companies": [
"da-eisai",
"da-biogen",
"da-lilly"
],
"institutions": [
"da-nia",
"da-ucl-dementia"
],
"pathways": [
"da-pathway-amyloid-tau"
],
"terms": [
"da-term-aria",
"da-term-amyloid-pet"
],
"trials": [
"da-trial-clarity-ad",
"da-trial-trailblazer-alz2",
"da-trial-engage"
],
"people": [
"alois-alzheimer"
],
"bottlenecks": [
"da-bn-late-diagnosis",
"da-bn-trial-exclusion",
"da-bn-subtype-misclassification"
],
"group": "dementia",
"burden": "Alzheimer’s disease is the dementia type this atlas covers in the most depth, including early-stage anti-amyloid medicines and several symptom treatments.",
"subtypes": [
"Mild cognitive impairment due to Alzheimer’s disease",
"Mild dementia due to Alzheimer’s disease",
"Moderate to severe dementia of the Alzheimer’s type"
],
"biomarkers": [
"Amyloid PET",
"CSF amyloid and tau",
"Plasma amyloid and p-tau research assays"
],
"standardOfCare": [
{
"setting": "Assessment",
"approach": "Clinical diagnosis first. Confirm amyloid pathology before starting an anti-amyloid antibody. Discuss bleeding risk, MRI access, infusion logistics, and ApoE...",
"refs": [
"da-tech-amyloid-pet",
"da-tech-csf-biomarkers",
"da-lecanemab"
],
"guideline": {
"version": "NICE NG97; FDA labels",
"url": "https://www.nice.org.uk/guidance/ng97"
}
},
{
"setting": "Early symptomatic Alzheimer’s disease with confirmed amyloid",
"approach": "Where licensed and accessible, lecanemab or donanemab may be considered with MRI monitoring. These are not cures and do not restore lost function.",
"refs": [
"da-lecanemab",
"da-donanemab",
"da-trial-clarity-ad"
],
"guideline": {
"version": "NICE NG97; see FDA labels on the product pages",
"url": "https://www.nice.org.uk/guidance/ng97"
}
},
{
"setting": "Cognitive symptoms across stages",
"approach": "Donepezil, rivastigmine, or galantamine, and memantine in moderate to severe disease, as individually indicated. These are symptom treatments.",
"refs": [
"da-donepezil",
"da-rivastigmine",
"da-galantamine"
],
"guideline": {
"version": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
}
],
"stateOfArt": [
"Two amyloid-lowering antibodies have traditional or full US approval for early symptomatic Alzheimer’s disease after amyloid confirmation.",
"ARIA (imaging swelling or bleeding) is a boxed risk and needs a monitoring plan before the first infusion.",
"Most people living with Alzheimer’s disease are not candidates for these antibodies because of stage, comorbidities, imaging, or access."
],
"history": [
{
"year": 1984,
"title": "Amyloid described as a core plaque protein",
"note": "The amyloid cascade became a dominant research frame.",
"refs": [
"da-target-amyloid-beta",
"da-pathway-amyloid-tau"
]
},
{
"year": 1993,
"title": "Tacrine, then safer cholinesterase inhibitors",
"note": "Symptom treatments entered routine use.",
"refs": [
"da-donepezil"
]
},
{
"year": 2021,
"title": "Aducanumab accelerated approval",
"note": "Later withdrawn. Included here so a past approval is not mistaken for a current option.",
"refs": [
"da-aducanumab",
"da-trial-engage"
]
}
],
"pipeline": [
"da-remternetug",
"da-tech-tau-therapeutics",
"da-idea-blood-first-triage"
],
"openProblems": [
"Who benefits enough to justify ARIA risk, infusion burden, and cost remains an individual clinical judgement.",
"People with mixed or atypical presentations are under-represented in antibody trials.",
"There is still no approved disease-modifying treatment once dementia is moderate or severe."
],
"basics": {
"symptoms": [
"Recent-memory difficulty is common early. Language, wayfinding, and judgement may follow.",
"Sudden new weakness, speech loss, or fluctuating alertness is not typical Alzheimer’s disease and needs urgent care."
],
"diagnosis": [
"A specialist may combine history, cognitive tests, MRI, and amyloid confirmation when an antibody is being considered.",
"ApoE ε4 status changes the ARIA-risk conversation. It is not a diagnosis on its own."
],
"staging": [
"Antibody labels speak to mild cognitive impairment or mild dementia. Symptom medicines cover a wider range."
],
"sources": [
{
"label": "FDA Leqembi",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
},
{
"label": "NIA",
"url": "https://www.nia.nih.gov/health/alzheimers-and-dementia"
}
]
},
"parent": "dementia"
}The fronts of dementia research and care: imaging, biomarkers, treatments, and how care is delivered.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "section" | yes | Discriminator; fixed per kind. |
order | integer | yes | Position of the front in the navigation. |
icon | string | no | Icon id for the front. |
Example: da-front-symptomatic-care (arrays trimmed to three items, long strings shortened)
{
"id": "da-front-symptomatic-care",
"kind": "section",
"name": "Symptomatic care",
"tldr": "Medicines and non-drug support aimed at symptoms, not at reversing the disease.",
"summary": "Cholinesterase inhibitors and memantine can help some people. Communication, routine, pain, sleep, and carer support often move quality of life more than a p...",
"asOf": "2026-09-21",
"links": [
{
"label": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
],
"tags": [
"dementia-atlas"
],
"related": [
"da-tech-cholinesterase-inhibitors"
],
"order": 4
}Every way we see, measure, or support the brain, explained.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "technology" | yes | Discriminator; fixed per kind. |
principle | string | yes | How it works, for a technical reader. |
generation | string | no | Which generation of the idea this is, if the field talks in generations. |
strengths | string[]default [] | no | What it does well. |
limitations | string[]default [] | no | Where it falls short. |
since | integer | string | no | Year first used in humans or first approved, if meaningful. |
Example: da-tech-cholinesterase-inhibitors (arrays trimmed to three items, long strings shortened)
{
"id": "da-tech-cholinesterase-inhibitors",
"kind": "technology",
"name": "Cholinesterase inhibitors",
"tldr": "These older medicines can support cognitive symptoms for some people. They are not disease-modifying.",
"summary": "Donepezil, rivastigmine, and galantamine are the core examples. Gastrointestinal effects and slow heart rate need review.",
"asOf": "2026-09-21",
"links": [
{
"label": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
],
"tags": [
"dementia-atlas"
],
"sections": [
"da-front-symptomatic-care"
],
"drugs": [
"da-donepezil",
"da-rivastigmine",
"da-galantamine"
],
"principle": "Increase acetylcholine signalling at synapses."
}The molecules drugs and tracers aim at.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "target" | yes | Discriminator; fixed per kind. |
symbol | string | no | Gene symbol / protein name. |
hgnc | string | no | |
ensembl | string | no | |
uniprot | string | no | |
entrez | string | no | |
biology | string | yes | What the target does in normal and cancer cells. |
whereFound | string[]default [] | no | Expression or alteration by cancer, free text. |
targetClass | "surface-antigen" | "kinase" | "checkpoint" | "nuclear-receptor" | "enzyme" | "transcription" | "oncogene" | "tumor-suppressor" | "stroma" | "other"default "other" | no | Broad class used for filtering. |
prevalence | { cancerId, pct, measure, source, note }[]default [] | no | Fraction of each cancer that expresses or carries the alteration, sourced. `pct` is 0-100 or a range string like "15-20".
|
Example: da-target-ache (arrays trimmed to three items, long strings shortened)
{
"id": "da-target-ache",
"kind": "target",
"name": "Acetylcholinesterase",
"tldr": "Blocking this enzyme is how donepezil, rivastigmine, and galantamine try to support signalling.",
"summary": "The approach is symptomatic. It does not clear plaques or tangles.",
"asOf": "2026-09-21",
"links": [
{
"label": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
],
"tags": [
"dementia-atlas"
],
"drugs": [
"da-donepezil",
"da-rivastigmine",
"da-galantamine"
],
"symbol": "ACHE",
"biology": "Enzyme that breaks down acetylcholine in the synaptic cleft.",
"targetClass": "enzyme"
}Approved and pipeline products, with what they hit and who makes them.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "drug" | yes | Discriminator; fixed per kind. |
brand | string | no | Brand name where marketed. |
code | string | no | Development code(s), comma separated. |
modality | string | yes | Modality, e.g. "ADC", "small molecule", "mAb", "radioligand", "cell therapy", "vaccine", "device". |
payload | string | no | Cytotoxic payload, for ADCs. |
linker | string | no | Linker chemistry, for ADCs. |
mechanism | string | yes | One or two sentences on how it works. |
approvals | { region, year, indication, note }[]default [] | no | Regulatory approvals: region, year, indication.
|
mechanismSteps | string[]default [] | no | Step-by-step mechanism for the animated mechanism card. |
dosing | { route, schedule, modifications, monitoring, source } | no | Route, schedule, modifications and monitoring, from the label.
|
toxicity | { event, anyGradePct, grade3PlusPct, source, note }[]default [] | no | Adverse events with rates in percent, from the label or pivotal trial.
|
access | { country, listPrice, reimbursement, assistance, generic, source, asOf }[]default [] | no | Cost and access by country.
|
regulatoryEvents | { date, type, region, note, source }[]default [] | no | Dated designations, filings, decisions and label changes.
|
Example: da-lecanemab (arrays trimmed to three items, long strings shortened)
{
"id": "da-lecanemab",
"kind": "drug",
"name": "Lecanemab",
"tldr": "Lecanemab is an infused antibody for early Alzheimer’s disease after amyloid is confirmed. It can cause brain swelling or bleeding on MRI and is not a cure.",
"summary": "US labeling supports starting in mild cognitive impairment or mild dementia of the Alzheimer’s type after amyloid confirmation. Infusions are typically every...",
"status": "approved",
"asOf": "2026-09-21",
"links": [
{
"label": "FDA traditional approval",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease",
"mild-cognitive-impairment"
],
"targets": [
"da-target-amyloid-beta"
],
"companies": [
"da-eisai",
"da-biogen"
],
"terms": [
"da-term-aria"
],
"trials": [
"da-trial-clarity-ad"
],
"brand": "Leqembi",
"code": "BAN2401",
"modality": "mAb",
"mechanism": "Amyloid-beta–directed antibody that reduces plaques.",
"approvals": [
{
"region": "US",
"year": 2023,
"indication": "Early Alzheimer’s disease with confirmed amyloid"
},
{
"region": "JP",
"year": 2023,
"indication": "Early Alzheimer’s disease"
},
{
"region": "CN",
"year": 2024,
"indication": "Early Alzheimer’s disease"
}
],
"access": [
{
"country": "US",
"reimbursement": "Coverage depends on plan, registry, and site capability",
"source": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval",
"asOf": "2026-09-21"
},
{
"country": "UK",
"reimbursement": "A licence is not the same as NHS commissioning",
"source": "https://www.nice.org.uk/guidance/ng97",
"asOf": "2026-09-21"
}
]
}Who is building what.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "company" | yes | Discriminator; fixed per kind. |
hq | string | yes | Headquarters city. |
country | ISO 3166 country code | yes | ISO 3166-1 alpha-2 country code. |
companyType | "pharma" | "biotech" | "diagnostics" | "imaging" | "devices" | "ai-software" | "radiopharma" | "cell-therapy" | "cro-services" | "nonprofit" | "investor" | yes | Broad type used for filtering and the landscape grid; `investor` marks a fund or corporate venture arm whose portfolio is derived from backlinks. |
website | URL | no | Official website. |
ticker | string | no | Stock ticker with exchange suffix where needed. |
founded | integer | no | Year founded. |
stage | "startup" | "growth" | "public" | "private-large" | "acquired" | "defunct" | no | Bottlenecks: where in the pipeline it bites. Companies: where the company is in its life (startup, growth, public, private-large, acquired, defunct); listed companies default to public. |
ycBatch | string | no | Y Combinator batch, e.g. "W21", "S24", "X26" (Spring), "F25" (Fall). |
investors | entity id[]default [] | no | Ids of investor records (companies with `companyType: "investor"`) that have backed this company. Backlinks give each investor its portfolio. |
funding | { round, year, amountUsd, source, note }[]default [] | no | Sourced financing rounds; omit rather than guess.
|
acquiredBy | entity id | no | Company id of the acquirer, when `stage` is "acquired" and the acquirer is in OnCo. |
Example: da-lilly (arrays trimmed to three items, long strings shortened)
{
"id": "da-lilly",
"kind": "company",
"name": "Eli Lilly",
"tldr": "Lilly developed donanemab and is running further amyloid-antibody studies.",
"summary": "Donanemab and remternetug sit on this company’s node so pipeline and approved products stay distinct.",
"asOf": "2026-09-21",
"links": [
{
"label": "Lilly",
"url": "https://www.lilly.com/"
}
],
"tags": [
"dementia-atlas"
],
"drugs": [
"da-donanemab",
"da-remternetug"
],
"trials": [
"da-trial-trailblazer-alz2",
"da-trial-expedition3"
],
"hq": "Indianapolis",
"country": "US",
"companyType": "pharma",
"website": "https://www.lilly.com/"
}The centres and universities that matter, mapped and ranked.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "institution" | yes | Discriminator; fixed per kind. |
city | string | yes | City. |
country | ISO 3166 country code | yes | ISO 3166-1 alpha-2 country code. |
lat | number | yes | Latitude, for the map. |
lng | number | yes | Longitude, for the map. |
institutionType | "cancer-center" | "university" | "hospital" | "research-institute" | "government" | "consortium" | yes | Broad type used for filtering. |
website | URL | no | Official website. |
nci | "comprehensive" | "clinical" | "basic" | no | NCI designation, US only. |
newsweekOncology2026 | integer | no | Newsweek / Statista World's Best Specialized Hospitals 2026, Oncology rank. |
university | string | no | Parent university, when the institution is a cancer centre inside one. |
programs | string[]default [] | no | Named programmes or centres of excellence. |
Example: da-nia (arrays trimmed to three items, long strings shortened)
{
"id": "da-nia",
"kind": "institution",
"name": "National Institute on Aging",
"tldr": "The US National Institute on Aging publishes public pages on Alzheimer’s disease, MCI, and caregiving.",
"summary": "Used throughout this atlas as a public education source. It is not a clinic appointment service.",
"asOf": "2026-09-21",
"links": [
{
"label": "NIA",
"url": "https://www.nia.nih.gov/"
}
],
"tags": [
"dementia-atlas"
],
"city": "Bethesda",
"country": "US",
"lat": 39.002,
"lng": -77.104,
"institutionType": "government",
"website": "https://www.nia.nih.gov/"
}The classic signalling circuits, drawn and explained.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "pathway" | yes | Discriminator; fixed per kind. |
analogy | string | yes | Layman explanation using an analogy. |
nodes | { id, label, x, y, targetId }[] | yes | Diagram nodes with positions; a node may point at a target record.
|
edges | { from, to, type }[] | yes | Diagram edges: activates or inhibits.
|
interventions | string[]default [] | no | How drugs attack it. |
Example: da-pathway-amyloid-tau (arrays trimmed to three items, long strings shortened)
{
"id": "da-pathway-amyloid-tau",
"kind": "pathway",
"name": "Amyloid and tau cascade (simplified)",
"tldr": "A simplified drawing of how amyloid and tau are often described in Alzheimer’s disease. Real brains are messier, and mixed pathology is common.",
"summary": "The cascade is a research frame: amyloid accumulation, then tau spread, then synaptic failure. Antibodies act on amyloid. Tau drugs are mostly still in trial...",
"asOf": "2026-09-21",
"links": [
{
"label": "NIA",
"url": "https://www.nia.nih.gov/health/alzheimers-and-dementia"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"analogy": "Think of amyloid as clutter that builds up first, and tau as the wiring that fails later. The drawing is a teaching sketch, not a complete biology textbook.",
"nodes": [
{
"id": "ab",
"label": "Amyloid-beta",
"x": 20,
"y": 40,
"targetId": "da-target-amyloid-beta"
},
{
"id": "plaque",
"label": "Plaques",
"x": 50,
"y": 40
},
{
"id": "tau",
"label": "Tau",
"x": 50,
"y": 70,
"targetId": "da-target-tau"
}
],
"edges": [
{
"from": "ab",
"to": "plaque",
"type": "activates"
},
{
"from": "plaque",
"to": "tau",
"type": "activates"
},
{
"from": "tau",
"to": "sym",
"type": "activates"
}
],
"interventions": [
"Anti-amyloid antibodies act at plaques.",
"Cholinesterase inhibitors act later, on signalling, not on this cascade."
]
}Glossary with plain-English TL;DRs and Wikipedia links.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "term" | yes | Discriminator; fixed per kind. |
category | string | yes | Glossary category (Endpoints, Biomarkers, Trials, ...). |
Example: da-term-aria (arrays trimmed to three items, long strings shortened)
{
"id": "da-term-aria",
"kind": "term",
"name": "ARIA",
"aka": [
"amyloid-related imaging abnormalities"
],
"tldr": "ARIA is swelling or bleeding seen on MRI in people receiving amyloid antibodies. It can be silent or, less often, symptomatic.",
"summary": "ARIA-E is oedema. ARIA-H is haemorrhage. Risk is higher in ApoE ε4 carriers. Monitoring schedules live on the product label, not on this glossary card.",
"asOf": "2026-09-21",
"links": [
{
"label": "FDA Leqembi",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
}
],
"tags": [
"dementia-atlas"
],
"drugs": [
"da-lecanemab",
"da-donanemab"
],
"category": "Side effects"
}Landmark and current trials that define the standard of care.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "trial" | yes | Discriminator; fixed per kind. |
nct | string | no | Primary registry id: ClinicalTrials.gov NCT number, or ISRCTN, ACTRN or NTR. |
phase | "1" | "2" | "3" | "4" | "1/2" | "2/3" | "observational" | "platform" | yes | Trial phase. |
setting | string | yes | Disease setting and line of therapy. |
sponsor | string | no | Lead sponsor. |
result | string | no | Headline result in one or two sentences, with numbers only if sourced. |
yearReported | integer | no | Year the primary result was reported. |
enrolled | integer | no | Participants enrolled. |
outcomes | { endpoint, primary, unit, arms, hr, ci, p, source }[]default [] | no | Structured outcomes; values in the arm's unit (months, percent). Enables pictograms and comparisons.
|
replication | string | no | Has an independent trial or real-world study confirmed the effect? |
Example: da-trial-clarity-ad (arrays trimmed to three items, long strings shortened)
{
"id": "da-trial-clarity-ad",
"kind": "trial",
"name": "CLARITY AD",
"tldr": "CLARITY AD tested lecanemab in early Alzheimer’s disease. It is the main efficacy trial behind the US traditional approval.",
"summary": "A randomised, placebo-controlled phase 3 study in early symptomatic Alzheimer’s disease with confirmed amyloid. Primary clinical scale results favoured lecan...",
"status": "completed",
"asOf": "2026-09-21",
"links": [
{
"label": "ClinicalTrials.gov NCT03887455",
"url": "https://clinicaltrials.gov/study/NCT03887455"
},
{
"label": "FDA traditional approval",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"drugs": [
"da-lecanemab"
],
"companies": [
"da-eisai",
"da-biogen"
],
"nct": "NCT03887455",
"phase": "3",
"setting": "Early Alzheimer’s disease",
"sponsor": "Eisai",
"result": "The trial met its primary clinical endpoint versus placebo. ARIA was the principal safety theme. See the FDA approval communication for the regulator’s reading.",
"yearReported": 2023,
"enrolled": 1795,
"outcomes": [
{
"endpoint": "Clinical scale change (primary)",
"primary": true,
"unit": "points",
"arms": [
{
"name": "Lecanemab",
"note": "Favoured versus placebo on the primary scale"
},
{
"name": "Placebo"
}
],
"source": "https://clinicaltrials.gov/study/NCT03887455"
}
]
}Things that work better together, and things that do not.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "pairing" | yes | Discriminator; fixed per kind. |
a | entity id | yes | First member of the pair (entity id). |
b | entity id | yes | Second member of the pair (entity id). |
rationale | string | yes | Why the pair works better than either alone. |
evidence | string | yes | The evidence for the pairing, with trial names. |
pairingType | "combination" | "sequence" | "diagnostic-therapeutic" | "platform" | "caution" | yes | Combination, sequence, diagnostic-therapeutic, platform or caution. |
Example: da-pair-lecanemab-mri (arrays trimmed to three items, long strings shortened)
{
"id": "da-pair-lecanemab-mri",
"kind": "pairing",
"name": "Lecanemab with MRI monitoring",
"tldr": "Amyloid antibodies are used with scheduled MRI checks for ARIA, not as a standalone infusion without imaging follow-up.",
"summary": "This pairing is a teaching node: the medicine and the scan belong together. It is not a local protocol.",
"asOf": "2026-09-21",
"links": [
{
"label": "FDA Leqembi",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"technologies": [
"da-tech-mri"
],
"drugs": [
"da-lecanemab"
],
"terms": [
"da-term-aria"
],
"a": "da-lecanemab",
"b": "da-tech-mri",
"rationale": "ARIA monitoring on MRI is part of using an amyloid antibody, not an optional extra.",
"evidence": "The US lecanemab label requires MRI monitoring for ARIA. See the FDA approval communication.",
"pairingType": "diagnostic-therapeutic"
}Where a technology has been and where it is heading.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "roadmap" | yes | Discriminator; fixed per kind. |
steps | { era, title, description, refs, status }[] | yes | Ordered eras from history to horizon, each with a status.
|
Example: da-roadmap-anti-amyloid (arrays trimmed to three items, long strings shortened)
{
"id": "da-roadmap-anti-amyloid",
"kind": "roadmap",
"name": "Anti-amyloid medicines",
"tldr": "From failed or withdrawn antibodies to two US-approved early-stage products, with access and ARIA still open.",
"summary": "This roadmap is a teaching timeline for the Alzheimer’s antibody story on this atlas. It is not a prediction that more antibodies will help more stages.",
"asOf": "2026-09-21",
"links": [
{
"label": "FDA Leqembi",
"url": "https://www.fda.gov/news-events/press-announcements/fda-converts-novel-alzheimers-disease-treatment-traditional-approval"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"steps": [
{
"era": "2016-2019",
"title": "Large antibody failures",
"description": "EXPEDITION 3 and ENGAGE show that amyloid lowering is not automatically clinical benefit.",
"refs": [
"da-trial-expedition3",
"da-trial-engage"
],
"status": "historic"
},
{
"era": "2021-2024",
"title": "Approvals and a withdrawal",
"description": "Aducanumab is authorised then withdrawn. Lecanemab and donanemab reach US labels for early disease.",
"refs": [
"da-aducanumab",
"da-lecanemab",
"da-donanemab"
],
"status": "current"
},
{
"era": "2025-",
"title": "Access, mixed disease, next targets",
"description": "Who is treated, who is monitored, and whether tau or blood-first triage changes the funnel.",
"refs": [
"da-remternetug",
"da-idea-blood-first-triage"
],
"status": "emerging"
}
]
}Hypotheses and new directions, linked to the evidence.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "idea" | yes | Discriminator; fixed per kind. |
hypothesis | string | yes | The claim, in one sentence. |
rationale | string | yes | Why the pair works better than either alone, or why it is a caution. |
test | string | yes | What experiment or trial would confirm or kill it. |
maturity | "speculative" | "preclinical-evidence" | "early-clinical" | "being-tested-at-scale" | yes | How far the idea has been tested. |
actor | "research" | "clinic" | "industry" | "regulator" | "payer" | "policy" | "patients" | "data" | "philanthropy" | "engineering" | no | Who would have to act: research, clinic, industry, regulator, payer, policy, patients, data, philanthropy. |
cost | "small" | "medium" | "large" | no | Rough cost to try: small (<$1M), medium ($1-50M), large (>$50M). |
horizonYears | integer | no | Time to first evidence of impact in years. |
Example: da-idea-inclusive-anti-amyloid-trials (arrays trimmed to three items, long strings shortened)
{
"id": "da-idea-inclusive-anti-amyloid-trials",
"kind": "idea",
"name": "Antibody trials that enrol mixed and comorbid disease",
"tldr": "Test amyloid antibodies in the mixed, comorbid people clinics actually see, instead of only in tidy trial cohorts.",
"summary": "Until that trial exists, labels and MRI rules should stay conservative. This idea is a proposed test, not a reason to ignore exclusions.",
"asOf": "2026-09-21",
"links": [
{
"label": "ClinicalTrials.gov",
"url": "https://clinicaltrials.gov"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease",
"mixed-dementia"
],
"drugs": [
"da-lecanemab",
"da-donanemab"
],
"bottlenecks": [
"da-bn-trial-exclusion"
],
"hypothesis": "A pragmatic trial in people with mixed pathology or common comorbidities can show whether antibody benefit and ARIA risk still justify treatment outside the ...",
"rationale": "Current phase 3 cohorts are cleaner than clinic. Access decisions still hit mixed disease.",
"test": "Registry-based randomised or well-controlled observational comparison with ARIA and function as co-primary, stratified by vascular burden and anticoagulation.",
"maturity": "speculative",
"actor": "research",
"cost": "large",
"horizonYears": 8
}The open databases and registries the field runs on.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "collection" | yes | Discriminator; fixed per kind. |
url | URL | yes | Official URL. |
holds | string | yes | What the collection or database holds. |
license | string | no | Licence the data are released under. |
maintainer | string | no | Who maintains it. |
Example: da-collection-clinicaltrials (arrays trimmed to three items, long strings shortened)
{
"id": "da-collection-clinicaltrials",
"kind": "collection",
"name": "ClinicalTrials.gov",
"tldr": "ClinicalTrials.gov is the public US trial registry. A listing is not a recommendation to join a study.",
"summary": "This atlas links NCT numbers here so readers can check status, sites, and eligibility at the source.",
"asOf": "2026-09-21",
"links": [
{
"label": "ClinicalTrials.gov",
"url": "https://clinicaltrials.gov"
}
],
"tags": [
"dementia-atlas"
],
"url": "https://clinicaltrials.gov",
"holds": "Public registrations of interventional and observational studies, including dementia trials.",
"license": "Public domain (US government)"
}The clinicians and scientists doing the work: specialisms, bios, papers, and where to find them.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "person" | yes | Discriminator; fixed per kind. |
role | string | yes | Current role and affiliation in one line, e.g. "Chief, Breast Medicine Service". |
institutionId | entity id | no | Primary institution id (also list in `institutions`). |
specialisms | string[]default [] | no | Specialisms, for filtering. |
profiles | { label, url }[]default [] | no | Professional links: profile, lab, Google Scholar, ORCID, PubMed, X/LinkedIn.
|
papers | { title, journal, year, url, doi, note }[]default [] | no | Selected publications, most recent or most cited first.
|
orcid | string | no | ORCID id. |
hIndex | integer | no | h-index, if known and sourced. |
Example: alois-alzheimer (arrays trimmed to three items, long strings shortened)
{
"id": "alois-alzheimer",
"kind": "person",
"name": "Alois Alzheimer",
"tldr": "Alois Alzheimer was a physician whose 1906 case description is why Alzheimer’s disease has that name. This is a historical biography, not a doctor to contact.",
"summary": "Public encyclopedic biography only. Dementia Atlas does not list living clinicians as a referral directory.",
"asOf": "2026-09-21",
"wikipedia": "https://en.wikipedia.org/wiki/Alois_Alzheimer",
"links": [
{
"label": "Wikipedia",
"url": "https://en.wikipedia.org/wiki/Alois_Alzheimer"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"role": "Physician who described the disease later named after him (historical figure, 1864-1915)",
"specialisms": [
"history of medicine"
]
}The constraints slowing diagnosis, trials, and care, with the ideas that could break each one.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "bottleneck" | yes | Discriminator; fixed per kind. |
stage | "biology" | "prevention-detection" | "trials" | "regulation-manufacturing" | "access-delivery" | "data-knowledge" | "funding-incentives" | "people-culture" | yes | Where in the pipeline it bites. |
severity | "critical" | "major" | "moderate" | yes | How much it slows the whole effort. |
metrics | { label, value, source, url }[]default [] | no | Numbers that show the size of the problem, each with a source.
|
causes | string[]default [] | no | Root causes, plain English, one per item. |
currentEfforts | string[]default [] | no | What is already being tried and by whom. |
successLooksLike | string | no | What would count as the bottleneck being broken. |
Example: da-bn-subtype-misclassification (arrays trimmed to three items, long strings shortened)
{
"id": "da-bn-subtype-misclassification",
"kind": "bottleneck",
"name": "Wrong-subtype treatment",
"tldr": "Lewy body, vascular, and frontotemporal dementia are still treated as if they were typical Alzheimer’s disease, which can add harm.",
"summary": "Antipsychotics in Lewy body disease, antibodies without amyloid confirmation, and cholinesterase inhibitors pushed in FTD are examples of map failures, not j...",
"asOf": "2026-09-21",
"links": [
{
"label": "NICE NG97",
"url": "https://www.nice.org.uk/guidance/ng97"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"dementia-with-lewy-bodies",
"frontotemporal-dementia",
"vascular-dementia"
],
"stage": "biology",
"severity": "major",
"causes": [
"Overlapping symptoms.",
"Limited access to specialist assessment.",
"Trial evidence dominated by Alzheimer’s disease."
],
"currentEfforts": [
"NICE NG97 pathway language.",
"Lewy body awareness materials."
],
"successLooksLike": "A medicine is offered only when the diagnosis and the label match, or the off-label use is explicit."
}The papers that changed practice or thinking, each explained: what it found, what it means, and what to be careful about.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "paper" | yes | Discriminator; fixed per kind. |
journal | string | yes | Journal name as printed. |
year | integer | yes | Publication year. |
doi | string | no | Digital object identifier. |
pmid | string | no | PubMed id. |
authors | string | yes | "Surname A, Surname B, et al." |
paperType | "rct" | "meta-analysis" | "observational" | "real-world" | "basic" | "translational" | "review" | "guideline" | "methods" | yes | Study design. |
findings | string[]default [] | no | The key results, one per item, with the numbers. |
whatItMeans | string | yes | Plain English: what this changes for patients, clinicians or the field. |
caveats | string[]default [] | no | Limitations, open questions, disputes. |
changedPractice | boolean | no | Did it change guidelines or approvals? |
participants | integer | no | Roughly how many participants, for trials and cohorts. |
Example: da-paper-clarity-ad (arrays trimmed to three items, long strings shortened)
{
"id": "da-paper-clarity-ad",
"kind": "paper",
"name": "Lecanemab in Early Alzheimer’s Disease (CLARITY AD)",
"tldr": "The published CLARITY AD paper reports the phase 3 lecanemab trial in early Alzheimer’s disease. Read the paper and the FDA communication together.",
"summary": "Randomised, placebo-controlled trial in early symptomatic Alzheimer’s disease with confirmed amyloid. ARIA was the principal safety theme. This atlas records...",
"asOf": "2026-09-21",
"links": [
{
"label": "DOI",
"url": "https://doi.org/10.1056/NEJMoa2212948"
},
{
"label": "ClinicalTrials.gov NCT03887455",
"url": "https://clinicaltrials.gov/study/NCT03887455"
}
],
"tags": [
"dementia-atlas"
],
"cancers": [
"alzheimers-disease"
],
"drugs": [
"da-lecanemab"
],
"trials": [
"da-trial-clarity-ad"
],
"journals": [
"da-journal-nejm"
],
"journal": "New England Journal of Medicine",
"year": 2023,
"doi": "10.1056/NEJMoa2212948",
"authors": "van Dyck CH, et al.",
"paperType": "rct",
"findings": [
"Primary clinical endpoint favoured lecanemab versus placebo in the enrolled population.",
"ARIA occurred, more often in ApoE ε4 carriers."
],
"whatItMeans": "This is the main published efficacy trial behind the US traditional approval of lecanemab. A mean scale change is not a promise for one person.",
"caveats": [
"Trial cohorts are not the same as mixed-pathology clinic populations.",
"Individual benefit cannot be read from a group mean."
]
}Where the evidence is published: the journals, their scope and access model, and the key papers each one carried.
| Field | Type | Required | Description |
|---|---|---|---|
kind | "journal" | yes | Discriminator; fixed per kind. |
publisher | string | yes | Publisher. |
url | URL | yes | Official URL. |
issn | string | no | ISSN. |
scope | string | yes | Broad scope: general medicine, oncology, haematology, basic science, radiology, etc. |
access | "subscription" | "hybrid" | "open-access" | "diamond" | no | Open access model: subscription, hybrid, open access, diamond. |
founded | integer | no | Year founded. |
impactFactor | { value, year, source } | no | Latest impact factor or citation metric, with the year it refers to. Optional and clearly labelled.
|
matchNames | string[]default [] | no | Names as they appear in paper records, so papers can be matched to this journal. |
society | string | no | Owning or affiliated society. |
Example: da-journal-nejm (arrays trimmed to three items, long strings shortened)
{
"id": "da-journal-nejm",
"kind": "journal",
"name": "New England Journal of Medicine",
"tldr": "A general medical journal. CLARITY AD was published here. Listing the journal is not an endorsement of every paper it carries.",
"summary": "Used so the graph can point from the CLARITY AD paper to its venue.",
"asOf": "2026-09-21",
"links": [
{
"label": "NEJM",
"url": "https://www.nejm.org/"
}
],
"tags": [
"dementia-atlas"
],
"publisher": "Massachusetts Medical Society",
"url": "https://www.nejm.org/",
"scope": "General medicine, including pivotal clinical trials",
"access": "hybrid",
"matchNames": [
"N Engl J Med",
"New England Journal of Medicine",
"NEJM"
]
}Statuses
One shared list across kinds. Products use the approval and phase values; trials use recruiting, active, completed and the outcome values; technologies use established, emerging and historic.
| Value | Shown as |
|---|---|
approved | Approved |
phase-3 | Phase 3 |
phase-2 | Phase 2 |
phase-1 | Phase 1 |
preclinical | Preclinical |
concept | Concept |
standard-of-care | Standard of care |
established | Established |
emerging | Emerging |
historic | Historic |
withdrawn | Withdrawn |
active | Active |
completed | Completed |
recruiting | Recruiting |
positive | Positive |
negative | Negative |
mixed | Mixed |
planned | Planned |
