One of the most well-known yet least understood aspects of the 1918 influenza pandemic is the disproportionately high mortality among young adults. Contemporary accounts further describe the victims as healthy young adults, which is contrary to the understanding of selective mortality, which posits that individuals with the highest frailty within a group are at the greatest risk of death. We use a bioarchaeological approach, combining individual-level information on health and stress gleaned from the skeletal remains of individuals who died in 1918 to determine whether healthy individuals were dying during the 1918 pandemic or whether underlying frailty contributed to an increased risk of mortality. Skeletal data on tibial periosteal new bone formation were obtained from 369 individuals from the Hamann-Todd documented osteological collection in Cleveland, Ohio. Skeletal data were analyzed alongside known age at death using Kaplan-Meier survival and Cox proportional hazards analysis. The results suggest that frail or unhealthy individuals were more likely to die during the pandemic than those who were not frail. During the flu, the estimated hazards for individuals with periosteal lesions that were active at the time of death were over two times higher compared to the control group. The results contradict prior assumptions about selective mortality during the 1918 influenza pandemic. Even among young adults, not everyone was equally likely to die-those with evidence of systemic stress suffered greater mortality. These findings provide time depth to our understanding of how variation in life experiences can impact morbidity and mortality even during a pandemic caused by a novel pathogen.
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Dept Biostat, Houston, TX 77030 USAHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
Yu, Duo
Lin, Qianying
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
Lin, Qianying
Chiu, Alice P. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
Chiu, Alice P. Y.
He, Daihai
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
机构:
Univ Northern British Columbia, Dept Anthropol, 3333 Univ Way, Prince George, BC V2N 4Z9, CanadaUniv Northern British Columbia, Dept Anthropol, 3333 Univ Way, Prince George, BC V2N 4Z9, Canada
Tripp, Lianne
Sawchuk, Larry Alexander
论文数: 0引用数: 0
h-index: 0
机构:Univ Northern British Columbia, Dept Anthropol, 3333 Univ Way, Prince George, BC V2N 4Z9, Canada
Sawchuk, Larry Alexander
Saliba, Mario
论文数: 0引用数: 0
h-index: 0
机构:Univ Northern British Columbia, Dept Anthropol, 3333 Univ Way, Prince George, BC V2N 4Z9, Canada
机构:
Ctr Dis Control & Prevent Kenya, Influenza Program, Nairobi 00621, KenyaCtr Dis Control & Prevent Kenya, Influenza Program, Nairobi 00621, Kenya
Andayi, Fred
Chaves, Sandra S.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent Kenya, Influenza Program, Nairobi 00621, Kenya
US Ctr Dis Control & Prevent, Influenza Div, Natl Ctr Immunizat & Resp Dis, Atlanta, GA 30333 USACtr Dis Control & Prevent Kenya, Influenza Program, Nairobi 00621, Kenya
Chaves, Sandra S.
Widdowson, Marc-Alain
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent Kenya, Div Global Hlth Protect, Nairobi 00621, Kenya
Ctr Dis Control & Prevent, Div Global Hlth Protect, Atlanta, GA 30333 USACtr Dis Control & Prevent Kenya, Influenza Program, Nairobi 00621, Kenya
机构:
Arizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Chowell, G.
Viboud, C.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Viboud, C.
Simonsen, L.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USA
George Washington Univ, Sch Publ Hlth & Hlth Serv, Dept Global Hlth, Washington, DC USAArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Simonsen, L.
Miller, M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USAArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Miller, M. A.
Hurtado, J.
论文数: 0引用数: 0
h-index: 0
机构:
Peru Minist Salud, Direcc Gen Epidemiol, Lima, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Hurtado, J.
Soto, G.
论文数: 0引用数: 0
h-index: 0
机构:
Peru Minist Salud, Direcc Gen Epidemiol, Lima, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Soto, G.
Vargas, R.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Belen, Direcc Reg Salud, La Libertad, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Vargas, R.
Guzman, M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Amazonia Peruana, Iquitos, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Guzman, M. A.
Ulloa, M.
论文数: 0引用数: 0
h-index: 0
机构:
Peru Minist Salud, Direcc Gen Epidemiol, Lima, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Ulloa, M.
Munayco, C. V.
论文数: 0引用数: 0
h-index: 0
机构:
Peru Minist Salud, Direcc Gen Epidemiol, Lima, PeruArizona State Univ, Math Computat & Modeling Sci Ctr, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA