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Check Against Delivery. Embargoed until 09:15 AM, 6 November 2010 How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University of Chicago, USA Session 10, Keynote Lecture Our Common Future, Essen, November 6th, 2010 Our Common Future, Hannover/Essen, 2-6 November 2010 (www.ourcommonfuture.de )

How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

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Page 1: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Check Against Delivery. Embargoed until 09:15 AM, 6 November 2010

How do Changes in Human Longevity Impact on our Demography?

by Leonid Gavrilov and Natalia GavrilovaUniversity of Chicago, USA

Session 10, Keynote LectureOur Common Future, Essen, November 6th, 2010

Our Common Future, Hannover/Essen, 2-6 November 2010 (www.ourcommonfuture.de)

Page 2: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

How do Changes in Human Longevity Impact on our Longevity Impact on our

Demography?

Dr. Leonid A. Gavrilov, Ph.D.Dr. Natalia S. Gavrilova, Ph.D.

Center on Aging NORC and The University of Chicago

Chicago, USA

Page 3: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

How mortality and longevity changed in the 20th century?

Page 4: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in Mortality, 1900-1960

Lo

g (

Haz

ard

Rat

e)

10-2

10-1190019251960

Swedish females. Data source: Human Mortality Database

Age

0 20 40 60 80 100

Lo

g (

Haz

ard

Rat

e)

10-4

10-3

Page 5: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

The Gompertz-Makeham Mortality Law

Death rate is a sum of age-independent component (Makeham term) and age-dependent component (Gompertz function), which increases exponentially with age.

µ(x) = A + R e αx

A – Makeham term or background mortality

R e αx – age-dependent mortality; x - age

risk of death

Page 6: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

How can the Gompertz-Makeham law be used?

By studying the historical dynamics of the mortality dynamics of the mortality components in this law:

µ(x) = A + R e αx

Makeham component Gompertz component

Page 7: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Historical Stability of the Gompertz Mortality Component

Historical Changes in Mortality for 40-year-old Swedish Males

1. Total mortality, µ40

2. Background mortality (A)mortality (A)

3. Age-dependent mortality (Reα40)

� Source: Gavrilov, Gavrilova, “The Biology of Life Span” 1991

Page 8: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

In the end of the 1970s it looked like there is a limit to further increase of longevity

Page 9: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Increase of Longevity After the 1970s

Page 10: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in Mortality, 1925-2007

Lo

g (

Haz

ard

Rat

e)

10-2

10-11925196019852007

Swedish Females. Data source: Human Mortality Database

Age

0 20 40 60 80 100

Lo

g (

Haz

ard

Rat

e)

10-4

10-3

Page 11: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Preliminary Conclusions

� There was some evidence for ‘ biological’ mortality limits in the past, but these ‘limits’ proved to be responsive to the recent technological and medical progress.

� Thus, there is no convincing evidence for absolute ‘biological’ mortality limits now.

� Analogy for illustration and clarification: There was

a limit to the speed of airplane flight in the past (‘sound’ barrier), but it was overcome by further technological progress. Similar observations seems to be applicable to current human mortality decline.

Page 12: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Now We Face a Longevity Revolution Through Biotechnology

and Genetic Engineering

� "... it may soon be possible to delay both possible to delay both aging and age-related disease in humans." (p. 162)

The Longevity Revolution: The Benefits and Challenges of Living a Long Life. By Robert N. Butler. 553 pp. New York, PublicAffairs, 2008

Page 13: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Longevity Revolution (2)

� "The present level of development of aging and longevity research justifies an Apollo-type justifies an Apollo-type effort to control aging ...” (p. 187)

Page 14: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

What May Happenin the Case of Radical

Life Extension?Life Extension?

Page 15: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Rationale of our study� A common objection against starting a large-scale

biomedical war on aging is the fear of catastrophic population consequences (overpopulation)

Page 16: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Rationale (continued)

� This fear is only exacerbated by the fact that no detailed demographic projections for radical life extension scenario were conducted so far.

What would happen with population numbers if � What would happen with population numbers if aging-related deaths are significantly postponed or even eliminated?

� Is it possible to have a sustainable population dynamics in a future hypothetical non-aging society?

Page 17: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

The Purpose of this Study

� This study explores different demographic scenarios and population projections, in order to clarify what projections, in order to clarify what could be the demographic consequences of a successful biomedical war on aging.

Page 18: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

"Worst" Case Scenario: Immortality

� Consider the "worst" case scenario (for overpopulation) -- physical immortality (no deaths at all)

� What would happen with population numbers, then?then?

� A common sense and intuition says that there should be a demographic catastrophe, if immortal people continue to reproduce.

� But what would the science (mathematics) say ?

Page 19: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

The case of immortal population

Suppose that parents produce less than two children on average, so that each next generation is smaller:

Generation (n+1)Generation n

Then even if everybody is immortal, the final size of

= r < 1

Then even if everybody is immortal, the final size of the population will not be infinite, but just

larger than the initial population.

1/(1 - r)

Page 20: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

The case of immortal population

For example one-child practice (r = 0.5) will only double the total immortal population:

1/(1 - r) = 1/0.5 = 2

Proof:

Infinite geometric series converge if the absolute value of the common ratio ( r ) is less than one:

1 + r + r2 + r3 + … + rn + … = 1/(1-r)

Page 21: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Lesson to be Learned

� Fears of overpopulation based on lay common sense and uneducated intuition could be exaggerated.

� Immortality, the joy of parenting, and sustainable population size, are not mutually exclusive.population size, are not mutually exclusive.

� This is because a population of immortal reproducing organisms will grow indefinitely in time, but not necessarily indefinitely in size (asymptotic growth is possible).

Page 22: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Method of population projection

� Cohort-component method of population projection (standard demographic approach)

� Age-specific fertility is assumed to remain unchanged over time, to study mortality effects onlyeffects only

� No migration assumed, because of the focus on natural increase or decline of the population

� New population projection software is developed using Microsoft Excel macros

Page 23: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Study population: Sweden 2005

Page 24: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Mortality in the study population

Page 25: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection without life extension interventions

8,000,000

9,000,000

10,000,000P

op

ula

tion

siz

e.

Beginning of population decline after 2025

4,000,000

5,000,000

6,000,000

7,000,000

2005 2015 2025 2035 2045 2055 2065 2075 2085 2095 2105

year

Po

pu

latio

n s

ize.

after 2025

Page 26: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Projected changes in population pyramid 100 years later

Page 27: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Accelerated Population Aging is the Major Impact of Longevity on our Demography

� It is also an opportunity if society is ready to accept it and properly adapt to population aging.

Page 28: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Why Life-Extension is a Part of the Solution, rather than a Problem

� Many developed countries (like the studied Sweden) face dramatic decline in native-born population in the future (see earlier graphs) , and also risk to lose their cultural graphs) , and also risk to lose their cultural identity due to massive immigration.

� Therefore, extension of healthy lifespan in these countries may in fact prevent, rather than create a demographic catastrophe.

Page 29: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Scenarios of life extension

1. Continuation of current trend in mortality decline

2. Negligible senescence

3. Negligible senescence for a part of 3. Negligible senescence for a part of population (10%)

4. Rejuvenation (Gompertz alpha = -0.0005)

All anti-aging interventions start at age 60 years with 30-

year time lag

Page 30: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Scenario 1Modest scenario:

Continuous mortality decline

Mortality continues to decline with the same pace as before (2 percent per year)

Page 31: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Modest scenario:Continuous mortality decline

0.01

0.1

1

log

(mo

rtal

ity r

ate) An example

for Swedish females.

0.000001

0.00001

0.0001

0.001

0 20 40 60 80 100

Age

log

(mo

rtal

ity r

ate)

2005

2105

females.

Source: Human mortality database

Page 32: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection with continuous mortality decline scenario

8,000,000

9,000,000

10,000,000

Po

pu

latio

n s

ize.

no intervention intervention

4,000,000

5,000,000

6,000,000

7,000,000

2005 2015 2025 2035 2045 2055 2065 2075 2085 2095 2105

year

Po

pu

latio

n s

ize.

Page 33: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in population pyramid 100 years later

Sweden 2105, Standard projection

121

131

141

151

161

171

181

Men Women

Sweden 2105Continuous mortality decline

121

131

141

151

161

171

181

Men Women

60000 40000 20000 0 20000 40000 60000

1

11

21

31

41

51

61

71

81

91

101

111

121

60000 40000 20000 0 20000 40000 60000

1

11

21

31

41

51

61

71

81

91

101

111

121

Page 34: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Scenario 2

Negligible senescence after age 60

Page 35: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Radical scenario: No aging after age 60

Page 36: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection with negligible senescence scenario

Page 37: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in population pyramid 100 years later

Page 38: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Conclusions on radical scenario

� Even in the case of defeating aging (no aging after 60 years) the natural population growth is relatively small (about 20% increase over 70 years)(about 20% increase over 70 years)

� Moreover, defeating aging helps to prevent natural population decline in developed countries

Page 39: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Scenario 3

� Negligible senescence for a part of population (10%)

� What if only a small fraction of population accepts anti-aging interventions?

Page 40: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection with 10 percent of population experiencing negligible senescence

Page 41: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in population pyramid 100 years later

Page 42: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Scenario 4:Rejuvenation Scenario

Mortality declines after age 60 years until the levels observed at age 10 are reached; mortality remains are reached; mortality remains constant thereafter

Negative Gompertz alpha

(alpha = -0.0005 per year)

Page 43: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Radical scenario:rejuvenation after 60

According to this scenario, mortality declines with age after age 60 years

Page 44: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection with rejuvenation scenario

9,000,000

10,000,000

11,000,000

12,000,000

Po

pu

latio

n s

ize.no intervention intervention

4,000,000

5,000,000

6,000,000

7,000,000

8,000,000

2005 2015 2025 2035 2045 2055 2065 2075 2085 2095 2105

year

Po

pu

latio

n s

ize.

Page 45: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Changes in population pyramid 100 years later

Sweden 2105, Standard projection

121

131

141

151

161

171

181

Men Women

Sweden 2105Rejuvenation technologies applied

121

131

141

151

161

171

181

Men Women

60000 40000 20000 0 20000 40000 60000

1

11

21

31

41

51

61

71

81

91

101

111

60000 40000 20000 0 20000 40000 60000

1

11

21

31

41

51

61

71

81

91

101

111

121

Page 46: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Conclusions on rejuvenation scenario

� Even in the case of rejuvenation (aging reversal after 60 years) the natural population growth is still small (about 20% increase over 70 small (about 20% increase over 70 years)

� Moreover, rejuvenation helps to prevent natural population decline in developed countries

Page 47: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

What happens when rejuvenation starts at age 40

instead of age 60?instead of age 60?

Page 48: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Population projection with rejuvenation at ages 60 and 40

Page 49: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Conclusions

� A general conclusion of this study is that population changes are surprisingly small and slow in their response to a dramatic life extension.

� Even in the case of the most radical life extension scenario, population growth could be relatively slow and may not necessarily lead to overpopulation.

� Therefore, the real concerns should be placed not on the threat of catastrophic population consequences (overpopulation), but rather on such potential obstacles to a success of biomedical war on aging, as scientific, organizational and financial limitations.

Page 50: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

Acknowledgments

This study was made possible thanks to:

� generous support from the � generous support from the

SENS/Methuselah Foundation

Page 51: How do Changes in Human Longevity Impact on our Demography?€¦ · How do Changes in Human Longevity Impact on our Demography? by Leonid Gavrilov and Natalia Gavrilova University

For More Information and Updates Please Visit Our

Scientific and Educational Website on Human Longevity:

�http://longevity-science.org�http://longevity-science.org

And Please Post Your Comments at our Scientific Discussion Blog:

� http://longevity-science.blogspot.com/