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The map of aging research

The record organized around the biological hallmarks of aging. Each cluster is grounded in vector embeddings — its highlighted works sit nearest the cluster's semantic centre. Click a cluster to explore its evidence. 19,708 works mapped.

H11 4,538 works

Chronic inflammation

“Inflammaging” — sustained low-grade inflammation.

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H07 3,488 works

Mitochondrial dysfunction

Failing cellular energy production.

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H08 3,393 works

Cellular senescence

Accumulation of growth-arrested “zombie” cells.

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H10 3,144 works

Altered intercellular communication

Chronic inflammation and signaling shifts.

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H03 3,039 works

Epigenetic alterations

Drift in methylation and chromatin state.

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H06 2,947 works

Deregulated nutrient-sensing

Dysregulated mTOR, AMPK, IGF-1 signaling.

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H09 2,573 works

Stem-cell exhaustion

Decline in regenerative cell pools.

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H12 2,514 works

Dysbiosis

Disruption of the microbiome.

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H05 1,913 works

Disabled macroautophagy

Impaired cellular self-clearance.

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H02 1,681 works

Telomere attrition

Progressive shortening of chromosome end-caps.

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H01 1,551 works

Genomic instability

Accumulation of DNA damage across the genome.

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H04 1,519 works

Loss of proteostasis

Decline in protein quality control.

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