Evidence map›Paper›PMID 40801214›Full record

ArticleAmerican journal of biological anthropology2025

Sex Differences in Frailty in Milan Over the Last 2000 Years: A Hazards-Based and Cumulative Phenotype Approach.

Lucie Biehler-Gomez, Kathryn E Marklein, Samantha L Yaussy, Douglas E Crews, Sharon N DeWitte, Cristina Cattaneo

Abstract readHistorical Article
In one paragraph

Article in American journal of biological anthropology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. From Optimism to Opportunity: New Perspectives on the Osteological Paradox.American journal of biological anthropology · 2026
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Lucie Biehler-GomezLaboratory of Forensic Anthropology and Odontology (LABANOF), Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.ORCID 0000-0001-6674-7850
Kathryn E MarkleinDepartment of Anthropology, University of Louisville, Louisville, Kentucky, USA.ORCID 0000-0002-1959-035X
Samantha L YaussyDepartment of Sociology and Anthropology, James Madison University, Harrisonburg, Virginia, USA.ORCID 0000-0001-7069-2637
Douglas E CrewsDepartment of Anthropology, The Ohio State University, Columbus, Ohio, USA.
Sharon N DeWitteInstitute of Behavioral Science, Department of Anthropology, University of Colorado Boulder, Boulder, Colorado, USA.ORCID 0000-0003-0754-8485
Cristina CattaneoLaboratory of Forensic Anthropology and Odontology (LABANOF), Department of Biomedical Sciences for Health, University of Milan, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesFrailty in bioarchaeology has garnered increasing interest in recent decades, particularly for analyzing and comparing past health across different groups and populations. A hazards-based cumulative phenotype approach was applied to 492 adult males and females from five consecutive historical periods in the city of Milan: Roman (2nd-5th century CE), Early Middle Ages (6th-10th century CE), Late Middle Ages (11th-15th century CE), Modern (16th-18th century CE), and Contemporary (20th century CE). MATERIALS AND

methodsAfter estimating mortality and survivorship risks (hazards and survival analyses) individually associated with 10 biomarkers, population-specific frailty indices were constructed to explore differences in frailty between sexes and periods.

resultsWhen all periods were considered, a 4-biomarker frailty index was constructed: the presence of cribra orbitalia, cribra femoralis/humeralis, porotic hyperostosis, and osteoarthritis (absence) is associated with higher mortality. Lower survivorship (Kaplan-Meier) and higher risk of mortality (Cox proportional hazards) were associated with higher frailty index values. Significantly higher frailty values were observed in the Late Middle Ages, correlating with a general worsening of living conditions in the Middle Ages, and the lowest frailty was observed in Contemporary individuals. Comparisons of 4-biomarker frailty indices between sexes revealed no significant differences overall or by period. DISCUSSION: As females are biologically buffered, their cumulative frailty should be lower than males; comparable cumulative frailty suggests cultural factors may be impacting female frailty. This study contributes to methodological advancements in bioarchaeological frailty analysis and provides insights into the trends of health in Milan over the past 2000 years.

Indexed as

FrailtyAdultAgedAged, 80 and overBiomarkersFemaleHistory, 15th CenturyHistory, 16th CenturyHistory, 17th CenturyHistory, 18th CenturyHistory, 20th CenturyHistory, MedievalHumansItalyMaleMiddle AgedBiomarkersbioarchaeologycumulative stressfrailtyhazards analysisstress markers

Identifiers

PMID40801214
PMCPMC12344755

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.