Immortal.life Signals

Which longevity topics appeared together most often?

A source-linked view of the strongest recent topic co-occurrence in the research index, without turning overlap into a causal claim.

Signal Connection watch

Which pair of longevity topics co-appeared most often in research published during the last six weeks?

Cancer and ageing and Frailty co-appear on 16 recent source-matched research records.

Data snapshotOctober 4, 2026Figures update with the connected index
16shared research recordsPublished in the six-week window2connected topic dossiersOpen either field42days in the cohortSource publication dates0causal claimsCo-occurrence only
Unexpected overlap

Two fields appeared together.

A source-linked view of the strongest recent topic co-occurrence in the research index, without turning overlap into a causal claim.

Cancer and ageing16shared recordsFrailty
Cancer and ageing16Frailty16
Why it was publishedVerified

The edition passed its minimum source-volume and reuse-rights rules. Missing or ambiguous cohorts remain unpublished.

What it means

One observable movement, clearly bounded.

Topic co-occurrence does not establish causality, biological interaction, consensus, effectiveness or research quality. Broad records can match more than one field.

Open the evidence

Records behind this Signal

  1. 2026-09-28The relationship between activities of daily living, frailty, and care dependency in older adults with lung cancer.Source-linked research record
  2. 2026-09-19Racial and socioeconomic disparities in frailty burden among older women with metastatic breast cancer: A SEER-Medicare analysis.Source-linked research record
  3. 2026-09-18Risk factors for frailty in older adults with cancer: a systematic review.Source-linked research record
  4. 2026-09-12Frailty and mortality in patients with cancer: A systematic review and meta-analysis of 191 observational studies.Source-linked research record
  5. 2026-09-08Frailty scoring in the management of people with skin cancer: a critically appraised topic.Source-linked research record
  6. 2026-09-02Comprehensive geriatric assessment in older women with breast cancer: frailty, nutritional vulnerability and impact on treatment decision-making.Source-linked research record
  7. 2026-09-02Turkish Cross-Cultural Adaptation of the BRIEF-MPI in Older Adults with Cancer: Convergent and Discriminative Validity Compared with the G8 and Clinical Frailty Scale.Source-linked research record
  8. 2026-09-01Metastatic spinal tumor frailty index and New England spinal metastasis score show the most consistent performance for short-term postoperative outcomes: Single-center validation in 114 patientsSource-linked research record
  9. 2026-09-01Symptom Clusters and Frailty Among Older Adults With and Without Cancer: Insights From Two Cross-Sectional Studies.Source-linked research record
  10. 2026-09-01Pre-frailty and frailty as independent predictors of mortality in U.S. breast cancer survivors: Evidence from the national health interview survey, 1997 to 2018: Frailty and all-cause mortality.Source-linked research record
  11. 2026-09-01Comment on "Symptom Clusters and Frailty Among Older Adults With and Without Cancer: Insights From Two Cross-Sectional Studies".Source-linked research record
  12. 2026-09-01The FINE Index: A Frailty- and Immunonutrition-Based Nomogram for Survival in Geriatric Breast Cancer: A Retrospective Study.Source-linked research record
For journalists and researchers

Use the figure. Check the records.

Suggested citation: immortal.life Signals, “Which longevity topics appeared together most often?,” data accessed October 4, 2026.

Explore all topics →Read the methodology →See corrections →Ask about the data →