SlideShare a Scribd company logo
1 of 69
Perinatal mortality
after atmospheric nuclear weapon tests,
after Chernobyl and Fukushima
Alfred Körblein
Nürnberg
alfred.koerblein@gmx.de
Chernobyl consequences
2
Definitions
term meaning
Infant mortality mortality within 1st year
Neonatal mortality mortality within 28 days
Early neonatal mortality mortality within 1st week
Stillbirth rate after 22 weeks of pregnancy
Perinatal mortality stillbirth plus 1st week
3
4
First article about my Chernobyl study
in the German newspaper die tageszeitung (taz) on 25 April 1992
Perinatal mortality in Germany and
regression line
Lower panel: deviation of observed
from expected rates
(standardized residuals)
Significant 4.9% increase in 1987
(P=0.017)
excess rate = 0.36 per 1000
315 excess cases in 1987
5
Perinatal mortality in Germany
Perinatal mortality in Poland and
regression line
Lower panel:
Standardized residuals
Significant 3.8% increase in 1987
(P=0.015)
excess rate = 0.57 per 1000
348 excess cases in 1987
6
Perinatal mortality in Poland
Perinatal mortality in Russia
and regression line
Lower panel:
Standardized residuals
Significant 4.1% increase in 1987
(P=0.002)
excess rate = 0.72 per 1000
1853 (817-3010) excess cases in 1987
data obtained from A. Yablokov, Moscow
7
Perinatal mortality in Russia
ICRP 90 (2003)
Biological effects after prenatal irradiation (embryo and fetus)
Summary:
• The data confirm embryonic sensitivity to the lethal effects of radiation in the pre-
implantation period but provide no good reason to believe that in general there
are significant risks to health after birth.
• Experimental data on age-dependent patterns of sensitivity to malformation
induction reinforce the view of maximum sensitivity during major organogenesis.
but with a true dose threshold. For practical purposes, risks of induction of
malformation at low doses may therefore be discounted.
• (44) Induction of malformations […] most pronounced during organogenesis
(weeks 3-11 p.c.)
• (60) Most experimental data basically fit sigmoid or shoulder-type dose-response
curves [… ]
8
ICRP 90. Fig.1.1: Occurence of lethality and abnormalities in mice
after prenatal radiation exposure of about 2 Gy
9
ICRP 90. Fig.3.1: Induction periods in mice for short- and long-term
effects of ionizing radiation
10
Shape of the dose-response relationship for stochastic and teratogenic effects
From: http://gd1.med.uni-giessen.de/ugm_2/deu/ugi_nuk/PDF/Rad_V2_Strahlentherapie.pdf
11
Calculated shape of dose-response relationship based on the assumption
of randomly distributed doses and radiosensitivities (black dots)
Solid line: regression with a cumulative lognormal distribution
0,0028
0,0081
0,0181
0,0337
0,0556
0,00
0,01
0,02
0,03
0,04
0,05
0,06
0,07
0,08
0 0,2 0,4 0,6 0,8 1 1,2 1,4 1,6 1,8 2
effect[arbitraryunits]
dose [arbitrary units]
12
13
Measured cesium-137 concentration in cow milk (crosses) and
cesium burden in pregnant women, calculated with an assumed
biological half-life of 70 days (solid line)
0
5
10
15
20
25
30
35
40
45
0
50
100
150
200
250
300
350
400
450
1986 1987 1988 1989
caesiuminhumans[Bqperkg]
caesiumincowmilk[Bq/l]
calendar years
14
Perinatal mortality rates, 1980-93, and regression line
The vertical line indicates the time of the Chernobyl accident
15
Perinatal mortality in West Germany
Secular trend with seasonal variations
Lower panel: Deviations from expected
trend (standardized residuals) and
3-month moving average
After Chernobyl (vertical broken line),
significant mortality peaks are found
in February and November 1987.
The association with cesium burden is
signficant (P=0.003, F test).
16
Perinatal mortality in West Germany
Perinatal mortality in West Germany (former FRG)
Standardized residuals and 3-month moving average (red line)
Lower graph: cesium burden during pregnany, delayed by 7 months
-8
-6
-4
-2
0
2
4
6
8
1985 1986 1987 1988 1989 1990
standardisedresiduals
calendar years
17
Sums of squares, obtained from regressions of West German monthly
perinatal mortality data as a function of time-lag between cesium burden
and perinatal mortality.
The horizontal broken line indicates the width of the 95% CI.
182
184
186
188
190
192
194
196
198
200
202
0 1 2 3 4 5 6 7 8 9
sumofsquares
time-lag [months]
18
Excess perinatal mortality risk in West Germany as a function of cesium
burden and regression line (linear-quadratic model).
The cesium dependency is significant (P=0.003, F-test). The dose-response is
curvilinear: linear term <0, quadratic term >0 (P=0.014).
19
20
Poland
Infant mortality rates and
trend line with seasonal
variations
Lower panel:
standardized residuals
and 3-month moving average
In 1987, peaks are found in
January , April, and
October/November
21
Excess infant mortality risk in Poland as a function of cesium burden and regression line.
The cesium dependency is significant (p=0.014, F-test).
The dose-response is curvilinear: linear term <0, quadratic term >0 (P=0.016)
22
Zhytomyr (Ukraine)
Perinatal mortality and trend line
(analysis without data from 1987)
Lower panel:
Standardized residuals and 3-month
moving average
Highly significant increase in April 1987
23
Croatia
perinatal mortality and trend line
(analysis without data from April 1986 to
June 1987)
Lower panel:
Standardized residuals and 3-month
moving average
Peak of 3-month moving average in
December 1986 / January 1987
24
Studies in most contaminated regions
of Belarus and Ukraine
25
26
27
28
From UMSCEAR 2000 Annex J
Perinatal mortality in the oblasts of Belarus and in Germany
In 1994, the definiton of stillbirth was changed (birthweight 1000 g --> 500 g).
0
2
4
6
8
10
12
14
16
18
20
1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997
mortalityper1000
calendar years
Gomel Mogiliov Vitebsk Grodno
Minsk-City Brest Minsk Germany
29
Perinatal mortality in oblasts Gomel (Belarus) and Zhytomyr (Ukraine) and in
control region (Belarus minus Gomel and Minsk-City)
30
6
8
10
12
14
16
18
1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997
mortalityper1000
calendar years
Zhitomir
Gomel
Belarus minus Gomel and Minsk
Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus
Gomel and Minsk-City
31
0,8
1,0
1,2
1,4
1,6
1,8
1985 1986 1987 1988 1989 1990 1991 1992 1993
oddsratio
calendar year
Zhitomir oblast
Gomel oblast
Strontium burden in pregnant women
• Main strontium uptake during period of maximum bone growth
(at age ~14)
• Maximum strontium uptake in 1986
• Strontium burden proportional to percentage of mothers aged
calendar year minus 1972 (--> from maternal age distribution)
• Strontium excretion has to be taken into account
32
33
Main strontium uptake during period
of maximum bone growth (age 14)
Average values of Sr-90 whole-body content
for different age cohorts of Muslyumovo
residents in 1980
(a women, b men)
Women age 43 in 1980 were 14 years old
in 1951
During 1950-52, highest radioactive releases
from Mayak reprocessing facility to Techa
river
From:
Tolstykh et al. in Rad Environ Biophys (1997) 36: 25-29
Strontium excretion is determined by a double exponential decrease with
half-lives of 2.42 and 13.65 years. Age at intake: 15 years.
From: ICRP. 1992. Age-dependent Doses to Members of the Public from Intake of Radionuclides
Part 2 Ingestion Dose Coefficients. ICRP Publication 67. Ann. ICRP 22 (3-4).
34
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012
strontiumconcentration
Maternal age distribution in Belarus (mean values in 1992-1996)
and interpolation line (two superimposed lognormal distributions)
0%
10%
20%
30%
40%
50%
60%
15 20 25 30 35 40 45
proportion
maternal age [years]
35
Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus Gomel and
Minsk-City
36
0,8
1,0
1,2
1,4
1,6
1,8
1985 1986 1987 1988 1989 1990 1991 1992 1993
oddsratio
calendar year
Zhitomir oblast
Gomel oblast
Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus Gomel and
Minsk-City, and results of regressions with average strontium burden during pregnancy
376 excess perinatal deaths in Gomel and 681 in Zhytomyr in 1987-97
37
0,8
1,0
1,2
1,4
1,6
1,8
1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997
oddsratio
calendar year
Zhitomir oblast
Gomel oblast
Odds ratio of perinatal mortality in Gomel plus Zhytomyr to Belarus minus Gomel and Minsk-
City (control region) and result of a regressions with average strontium burden
38
0,8
1,0
1,2
1,4
1,6
1,8
1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997
oddsratio
calendar year
39
Perinatal mortality in Ukraine
Study region:
oblasts Rivne, Zhytomyr,
Kiev, Kiev City
Control region:
Rest of Ukraine
~900 excess perinatal deaths
40
Summary: Chernobyl consequences
• Cesium effect:
Significant peaks of perinatal mortality in 1987
associated with the cesium burden of pregnant women
Curvilinear dose-response
• Strontium effect:
Increased perinatal mortality in the most contaminated regions Zhytomyr and
Gomel in the 1990s relative to the trend in the control region (Belarus minus
Gomel and Minsk-City). This increase is associated with the calculated average
strontium burden during pregnancy.
More than 1000 excess perinatal deaths during 1987-97 in Zhytomyr plus Gomel
41
UNSCEAR 2000 on pregnancy outcome after Chernobyl
• 382. According to a recent paper [K4], perinatal mortality in Germany
showed a statistically significant increase in1987, and it was concluded
that this was an effect of the Chernobyl accident fallout. The findings were
later questioned, since whole-body doses from incorporated caesium
were found to be 0.05 mSv [R19].
K4 Körblein, A. and H. Küchenhoff. Perinatal mortality in Germany following the Chernobyl
accident. Radiat. Environ. Biophys. 36(1): 3-7 (1997)
• 383. Several studies on adverse pregnancy outcomes related to the
Chernobyl accident have been performed in the areas closest to the
accident and in more distant regions. So far, no increase in birth defects,
congenital malformations, stillbirths, or premature births could be linked
to radiation exposures caused by the accident.
42
43
Atmospheric nuclear weapon tests
• Atmospheric nuclear weapon tests in the 1950s and 1960s caused the
greatest radioactive pollution globally in the history of nuclear
technology.
• The cumulative explosive power of the tests corresponded to 550
megatons 2.4.6-trinitrotoluene (TNT) which is equivalent to
40 000 Hiroshima bombs.
• The collective dose to the world population is estimated by UNSCEAR
at 30 million PersonSievert (PersSv) which compares with 600 000
PersSv from the Chernobyl accident in 1986.
44
Cesium concentration in grass samples from Rothamsted (GB)
45
From: Warneke et al. in Earth and Planetary Science Letters 203 (2002) 1047-1057
Radiation exposure from atmospheric testing (BfS)
46
Ernest J. Sternglass
Already in the late 1960s, the
American physicist Ernest
Sternglass predicted possible
detrimental health effects from
atmospheric nuclear weapon tests
with a focus on infant mortality in
the USA.
Here:
Infant mortality in Wyoming, USA
Ernest J. Sternglass. The implications of
Chernobyl for human health. Int.
J. Biosoc. Res. 8 (1986). p. 7-36
47
Trend of first day neonatal mortality in the United States and England and Wales
from: Whyte RK. First day neonatal mortality since 1935: re-examination of the Cross hypothesis. BMJ.
1992 Feb 8;304(6823):343-6.
48
Whyte RK
In 1992, Whyte investigated first day
neonatal mortality data from USA
and England and Wales.
Using trend analysis, 195 000 excess
first day neonatal deaths in the USA
and 37 000 in England and Wales
were estimated.
Trend of perinatal mortality in West Germany (former FRG), 1955-93.
The grey columns represent the strontium concentration in rain water from
Munich.
49
Perinatal mortality in West Germany
0
5
10
15
20
25
30
35
40
45
50
55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93
mortalityrateper1000
50
Regression with a long-term exponential trend plus a constant
and two lognormally shaped excess terms
Model:
rate~c0+c1*exp(c2*t+c3/t/exp((log(t)-log(c4))^2/c5)+c6/t/exp((log(t)-log(c7))^2/c8))
with t = calendar year minus 1950
Results:
Estimate Std.error t value P value
c0 0.0022 0.0006 3.526 0.0014
c1 0.0568 0.0007 77.847 0.0000
c2 -0.0675 0.0044 -15.213 0.0000
c3 2.3486 0.3016 7.788 0.0000
c4 13.4081 0.6928 19.353 0.0000
c5 0.1451 0.0351 4.136 0.0003
c6 11.9882 1.5133 7.922 0.0000
c7 23.5216 0.3424 68.694 0.0000
c8 0.0906 0.0129 7.038 0.0000
Perinatal mortality in West Germany, 1955-93, and result of a regression
with two superimposed lognormal distributions (solid line).
The broken line shows the hypothetical undisturbed trend. The grey
columns represent the strontium concentration in rain water from
Munich (arbitrary units).
51
Excess perinatal mortality in West Germany with peak in 1970-71
The mortality peak does not coincide with the fallout peak in 1963, the
year of the Partial Test Ban Treaty between the Soviet Union, the USA,
and Great Britain.
52
0
2
4
6
8
10
12
55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93
excessmortalityper1000
Infant mortality rates in USA
and regression line
Broken line:
expected undisturbed trend
Lower panel:
Deviations of observed from expected
rates (excess mortality)
Peak in 1965
406 000 excess infant deaths
53
Infant mortality in the USA
Germany plus Great Britain
Excess Infant mortality rates
and regression line
Peak in 1973
287 500 excess infant deaths
France + Spain + Italy
Excess Infant mortality rates
and regression line
Peak in 1968
239 000 excess infant deaths
54
Infant mortality in Europe
Hypothesis:
Late effect of incorporated strontium?
55
Calculation of strontium burden in pregnant women
• Main strontium uptake during period of maximum bone growth
(at about age 14)
• Strontium uptake in fallout years
(data of strontium concentration in rain water provided by BfS)
• Strontium burden determined from maternal age distributions
• Strontium excretion (effective half life) is taken into account
Suggested mechanism:
Strontium accumulates in bones, irradiates red bone marrow and compromises
immune system which in turn leads to increased infant mortality
56
Maternal age distributions in West Germany for selected years, 1955 to 1985
57
0
0,01
0,02
0,03
0,04
0,05
0,06
0,07
0,08
0,09
0,1
15 20 25 30 35 40 45 50
proportion
maternal age (years)
1955
1960
1965
1970
1975
1980
1985
Regression model: exponential + constant + strontium term
58
P(t) ~ c0 + c1*exp(c2*t) + c3*Sr(t)
Sr(t,k) ~ ∑k<t q(t,k)^c5
q(t,k) =(A(k)*age(t-k+14)*(0.135+exp(-0.2864*(t-k))+0.099*exp(-0.0508*(t-k))))
with
p: perinatal mortality rate
c0 .. c5 Parameters; c4 is strontium concentration in 1954
t: time (calendar year)
Sr: average strontium burden
A(k): strontium concentration in fallout in calendar year k
age(t-k+14): maternal age distribution for age (t-k+14)
0.135+exp(-0.2864*(t-k)) + 0.099*exp(-0.0508*(t-k)): strontium excretion
BfS data of strontium concentration in rain water only available for 1958-81
1954: test „Alpha Bravo“ on Bikini Atoll (15 Mto TNT)
1961: test „Tsar“ Novaja Semlja (50 Mto TNT)
Therefore: additional parameter c4 is used to estimate Sr-concentration in 1954.
Regression model:
59
Formula:
p ~ c0 + c1*exp(c2*t) + c3*((c4*q54)^c5 + q58^c5 + q59^c5 +
q60^c5 + q61^c5 + q62^c5 + q63^c5 + q64^c5 + q65^c5 + q66^c5 +
q67^c5 + q68^c5 + q69^c5 + q70^c5 + q71^c5 + q72^c5 + q73^c5 +
q74^c5 + q75^c5 + q76^c5 + q77^c5 + q78^c5 + q79^c5 + q80^c5 +
q81^c5)
Regression results
Estimate SE t value P value
c0 0.0021 0.0010 2.162 0.0380
c1 0.0577 0.0010 55.201 0.0000
c2 -0.0672 0.0066 -10.163 0.0000
c3 9.0687 8.6363 1.050 0.3010
c4 2.7891 0.2830 9.854 0.0000
c5 1.7999 0.2107 8.543 0.0000
Perinatal mortality rates in West Germany,1955-93, and regression line
The grey columns represent the strontium concentration in rain water from
Munich (arbitrary units).
60
Excess perinatal mortality rates in West Germany and regression line
61
Trend of stillbirth rates (black circles) and early neonatal mortality (+)
in West Germany, 1955-93
From: Körblein A. Perinatal mortality in West Germany following atmospheric nuclear weapons tests.
Arch Environ Health. 2004 Nov;59(11):604-9.
62
Excess stillbirth rates and early neonatal mortality in West Germany
Result: 106 000 excess perinatal deaths in 1955-93
63
64
65
Effective dose (mSv) in Japanese prefectures near Fukushima Daiichi NPP
First year, adults. Source: UNSCEAR 2013, Figure VII
Study region:
Prefectures Fukushima, Iwate, Miyagi,
Gunma, Tochigi, Ibarki, and Chiba
Control region:
Rest of Japan
66
Perinatal mortality in the study- and control region, 2002-2015
Results of a combined regression of the data from the study region (2002-2011)
and from the control region (2002-2015) with individual intercepts and trend parameters,
but with a common lower limit of mortality.
183 (95% CI: 68-276) excess perinatal deaths in 2012-15 (P<0.01)
67
Perinatal mortality in the study- and control region: monthly data
The lines are the results of a combined regression of the data from the study region
(2002-Feb 2011) and the control region (2002-2015).
Peaks of perinatal mortality in spring, 2012-15
68
Thank you for your attention

More Related Content

Similar to Chernobyl consequences on perinatal mortality rates

A review of pediatric regional anesthesia practice
A review of pediatric regional anesthesia practiceA review of pediatric regional anesthesia practice
A review of pediatric regional anesthesia practiceAlvarez Gilmer
 
Role of radiotherapy and chemotherapy in ca gall bladder
Role of radiotherapy and chemotherapy in ca gall bladderRole of radiotherapy and chemotherapy in ca gall bladder
Role of radiotherapy and chemotherapy in ca gall bladderKritikaMehrotra2
 
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...Yoav Shavit
 
Austrian Project On Health Effects Of Particles First Results On Lung Functi...
Austrian Project On Health Effects Of Particles  First Results On Lung Functi...Austrian Project On Health Effects Of Particles  First Results On Lung Functi...
Austrian Project On Health Effects Of Particles First Results On Lung Functi...Andrew Parish
 
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...Dr. Rituparna Biswas
 
Consequences from the Chernobyl Accident
Consequences from the Chernobyl AccidentConsequences from the Chernobyl Accident
Consequences from the Chernobyl AccidentZdenko Šimić
 
jpmph-52-1-14-suppl (1).docx
jpmph-52-1-14-suppl (1).docxjpmph-52-1-14-suppl (1).docx
jpmph-52-1-14-suppl (1).docxPrachinegi11
 
Healthrisks co cs
Healthrisks co csHealthrisks co cs
Healthrisks co csNaz Kasim
 
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily Life
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily LifeRisk factors in Multiple Sclerosis: Detection and Treatment in Daily Life
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily LifeSwiss Multiple Sclerosis Society
 
Air pollution and noise as large public health problems by Francesco Forastiere
Air pollution and noise as large public health problems by Francesco ForastiereAir pollution and noise as large public health problems by Francesco Forastiere
Air pollution and noise as large public health problems by Francesco ForastiereMedi Ambient. Generalitat de Catalunya
 
Room 11B_ Session name_1715_Ogbudu.pptx
Room 11B_ Session name_1715_Ogbudu.pptxRoom 11B_ Session name_1715_Ogbudu.pptx
Room 11B_ Session name_1715_Ogbudu.pptxhenrypat2
 
Roel Vermeulen: Exposome: Studying Life-long Exposures
Roel Vermeulen: Exposome: Studying Life-long ExposuresRoel Vermeulen: Exposome: Studying Life-long Exposures
Roel Vermeulen: Exposome: Studying Life-long ExposuresTHL
 
Cancer burden for BOHS Nov '11
Cancer burden for BOHS Nov '11Cancer burden for BOHS Nov '11
Cancer burden for BOHS Nov '11Retired
 
The enhancement of prostate cancer treatment using gold nanoparticles and hig...
The enhancement of prostate cancer treatment using gold nanoparticles and hig...The enhancement of prostate cancer treatment using gold nanoparticles and hig...
The enhancement of prostate cancer treatment using gold nanoparticles and hig...Alexander Decker
 
Eliminating occupational cancer
Eliminating occupational cancerEliminating occupational cancer
Eliminating occupational cancerRetired
 

Similar to Chernobyl consequences on perinatal mortality rates (18)

A review of pediatric regional anesthesia practice
A review of pediatric regional anesthesia practiceA review of pediatric regional anesthesia practice
A review of pediatric regional anesthesia practice
 
Role of radiotherapy and chemotherapy in ca gall bladder
Role of radiotherapy and chemotherapy in ca gall bladderRole of radiotherapy and chemotherapy in ca gall bladder
Role of radiotherapy and chemotherapy in ca gall bladder
 
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...
Twenty-five years after Chernobyl: outcome of radioiodine treatment in childr...
 
Austrian Project On Health Effects Of Particles First Results On Lung Functi...
Austrian Project On Health Effects Of Particles  First Results On Lung Functi...Austrian Project On Health Effects Of Particles  First Results On Lung Functi...
Austrian Project On Health Effects Of Particles First Results On Lung Functi...
 
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...
NTCP MODELLING OF ACUTE TOXICITY IN CARCINOMA CERVIX TREATED WITH CONCURRENT ...
 
Consequences from the Chernobyl Accident
Consequences from the Chernobyl AccidentConsequences from the Chernobyl Accident
Consequences from the Chernobyl Accident
 
CT Imaging in Pregnancy
CT Imaging in PregnancyCT Imaging in Pregnancy
CT Imaging in Pregnancy
 
jpmph-52-1-14-suppl (1).docx
jpmph-52-1-14-suppl (1).docxjpmph-52-1-14-suppl (1).docx
jpmph-52-1-14-suppl (1).docx
 
Healthrisks co cs
Healthrisks co csHealthrisks co cs
Healthrisks co cs
 
Aung citt nyein
Aung citt nyeinAung citt nyein
Aung citt nyein
 
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily Life
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily LifeRisk factors in Multiple Sclerosis: Detection and Treatment in Daily Life
Risk factors in Multiple Sclerosis: Detection and Treatment in Daily Life
 
Occupational Cancer in the 21st century
Occupational Cancer in the 21st centuryOccupational Cancer in the 21st century
Occupational Cancer in the 21st century
 
Air pollution and noise as large public health problems by Francesco Forastiere
Air pollution and noise as large public health problems by Francesco ForastiereAir pollution and noise as large public health problems by Francesco Forastiere
Air pollution and noise as large public health problems by Francesco Forastiere
 
Room 11B_ Session name_1715_Ogbudu.pptx
Room 11B_ Session name_1715_Ogbudu.pptxRoom 11B_ Session name_1715_Ogbudu.pptx
Room 11B_ Session name_1715_Ogbudu.pptx
 
Roel Vermeulen: Exposome: Studying Life-long Exposures
Roel Vermeulen: Exposome: Studying Life-long ExposuresRoel Vermeulen: Exposome: Studying Life-long Exposures
Roel Vermeulen: Exposome: Studying Life-long Exposures
 
Cancer burden for BOHS Nov '11
Cancer burden for BOHS Nov '11Cancer burden for BOHS Nov '11
Cancer burden for BOHS Nov '11
 
The enhancement of prostate cancer treatment using gold nanoparticles and hig...
The enhancement of prostate cancer treatment using gold nanoparticles and hig...The enhancement of prostate cancer treatment using gold nanoparticles and hig...
The enhancement of prostate cancer treatment using gold nanoparticles and hig...
 
Eliminating occupational cancer
Eliminating occupational cancerEliminating occupational cancer
Eliminating occupational cancer
 

More from Milorad Mandic

Nan ochip tehnologija pxd bioterapeut ploča slovenija terme 3000
Nan ochip tehnologija  pxd bioterapeut ploča slovenija terme 3000Nan ochip tehnologija  pxd bioterapeut ploča slovenija terme 3000
Nan ochip tehnologija pxd bioterapeut ploča slovenija terme 3000Milorad Mandic
 
Prezentacija moravske toplice dr planinka
Prezentacija moravske toplice dr planinkaPrezentacija moravske toplice dr planinka
Prezentacija moravske toplice dr planinkaMilorad Mandic
 
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...Milorad Mandic
 
Mesto i uloga nvo u intezivnijem procesu informisanja
Mesto i uloga nvo u intezivnijem procesu informisanjaMesto i uloga nvo u intezivnijem procesu informisanja
Mesto i uloga nvo u intezivnijem procesu informisanjaMilorad Mandic
 
Zeg prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.doc
Zeg    prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.docZeg    prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.doc
Zeg prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.docMilorad Mandic
 
Violeta ristić arhuska konvencija i kulme
Violeta ristić arhuska konvencija i kulmeVioleta ristić arhuska konvencija i kulme
Violeta ristić arhuska konvencija i kulmeMilorad Mandic
 
Mobilni telefon kao produžena ruka
Mobilni telefon kao produžena rukaMobilni telefon kao produžena ruka
Mobilni telefon kao produžena rukaMilorad Mandic
 
Endogena električna polja, tgc
Endogena električna polja, tgcEndogena električna polja, tgc
Endogena električna polja, tgcMilorad Mandic
 
432 hz, alex galonja coghill
432 hz, alex galonja coghill432 hz, alex galonja coghill
432 hz, alex galonja coghillMilorad Mandic
 
Voncina ems - zeg - 31.3.2017
Voncina   ems - zeg - 31.3.2017Voncina   ems - zeg - 31.3.2017
Voncina ems - zeg - 31.3.2017Milorad Mandic
 
Odvetnik predstavitev-2
Odvetnik   predstavitev-2Odvetnik   predstavitev-2
Odvetnik predstavitev-2Milorad Mandic
 

More from Milorad Mandic (17)

Nan ochip tehnologija pxd bioterapeut ploča slovenija terme 3000
Nan ochip tehnologija  pxd bioterapeut ploča slovenija terme 3000Nan ochip tehnologija  pxd bioterapeut ploča slovenija terme 3000
Nan ochip tehnologija pxd bioterapeut ploča slovenija terme 3000
 
Prezentacija moravske toplice dr planinka
Prezentacija moravske toplice dr planinkaPrezentacija moravske toplice dr planinka
Prezentacija moravske toplice dr planinka
 
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...
Izazovi upotreba novog pristupa javnih politika u oblasti razvoja principa pr...
 
Mesto i uloga nvo u intezivnijem procesu informisanja
Mesto i uloga nvo u intezivnijem procesu informisanjaMesto i uloga nvo u intezivnijem procesu informisanja
Mesto i uloga nvo u intezivnijem procesu informisanja
 
Zeg prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.doc
Zeg    prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.docZeg    prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.doc
Zeg prezentacija , lipič karel, strokovni posvet, moravske toplice,2017.doc
 
Violeta ristić arhuska konvencija i kulme
Violeta ristić arhuska konvencija i kulmeVioleta ristić arhuska konvencija i kulme
Violeta ristić arhuska konvencija i kulme
 
Paunović aleksandar
Paunović aleksandarPaunović aleksandar
Paunović aleksandar
 
Mobilni telefon kao produžena ruka
Mobilni telefon kao produžena rukaMobilni telefon kao produžena ruka
Mobilni telefon kao produžena ruka
 
Maličević
MaličevićMaličević
Maličević
 
Karaičić miloš
Karaičić milošKaraičić miloš
Karaičić miloš
 
Endogena električna polja, tgc
Endogena električna polja, tgcEndogena električna polja, tgc
Endogena električna polja, tgc
 
Emf 2017
Emf 2017Emf 2017
Emf 2017
 
Branka rakonjac 2
Branka rakonjac 2Branka rakonjac 2
Branka rakonjac 2
 
Branka rak 1
Branka rak 1Branka rak 1
Branka rak 1
 
432 hz, alex galonja coghill
432 hz, alex galonja coghill432 hz, alex galonja coghill
432 hz, alex galonja coghill
 
Voncina ems - zeg - 31.3.2017
Voncina   ems - zeg - 31.3.2017Voncina   ems - zeg - 31.3.2017
Voncina ems - zeg - 31.3.2017
 
Odvetnik predstavitev-2
Odvetnik   predstavitev-2Odvetnik   predstavitev-2
Odvetnik predstavitev-2
 

Recently uploaded

call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdf
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdfDisciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdf
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdfDeLeon9
 
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...saminamagar
 
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
(多少钱)Dal毕业证国外本科学位证
(多少钱)Dal毕业证国外本科学位证(多少钱)Dal毕业证国外本科学位证
(多少钱)Dal毕业证国外本科学位证mbetknu
 
IFA system in MES and diffucultiess.pptx
IFA system in MES and diffucultiess.pptxIFA system in MES and diffucultiess.pptx
IFA system in MES and diffucultiess.pptxSauravAnand68
 
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual UrgesCall Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urgesnarwatsonia7
 
Yellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfYellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfAmir Saranga
 
call girls in Mehrauli DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mehrauli  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Mehrauli  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mehrauli DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
Start Donating your Old Clothes to Poor People
Start Donating your Old Clothes to Poor PeopleStart Donating your Old Clothes to Poor People
Start Donating your Old Clothes to Poor PeopleSERUDS INDIA
 
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
call girls in Model Town DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Model Town  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Model Town  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Model Town DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...saminamagar
 
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
productionpost-productiondiary-240320114322-5004daf6.pptx
productionpost-productiondiary-240320114322-5004daf6.pptxproductionpost-productiondiary-240320114322-5004daf6.pptx
productionpost-productiondiary-240320114322-5004daf6.pptxHenryBriggs2
 
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best ServicesMadurai Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best Servicesnajka9823
 
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书zdzoqco
 
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...Christina Parmionova
 

Recently uploaded (20)

call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mayapuri DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdf
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdfDisciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdf
Disciplines-and-Ideas-in-the-Applied-Social-Sciences-DLP-.pdf
 
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...
call girls in Mukherjee Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝...
 
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Tilak Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
(多少钱)Dal毕业证国外本科学位证
(多少钱)Dal毕业证国外本科学位证(多少钱)Dal毕业证国外本科学位证
(多少钱)Dal毕业证国外本科学位证
 
IFA system in MES and diffucultiess.pptx
IFA system in MES and diffucultiess.pptxIFA system in MES and diffucultiess.pptx
IFA system in MES and diffucultiess.pptx
 
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual UrgesCall Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
Call Girl Benson Town - Phone No 7001305949 For Ultimate Sexual Urges
 
Yellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfYellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdf
 
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort ServiceHot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Palam Vihar🔝 9953056974 🔝 escort Service
 
call girls in Mehrauli DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mehrauli  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Mehrauli  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Mehrauli DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
Start Donating your Old Clothes to Poor People
Start Donating your Old Clothes to Poor PeopleStart Donating your Old Clothes to Poor People
Start Donating your Old Clothes to Poor People
 
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Punjabi Bagh DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
call girls in Model Town DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Model Town  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Model Town  DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Model Town DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...
call girls in West Patel Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service ...
 
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Laxmi Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
productionpost-productiondiary-240320114322-5004daf6.pptx
productionpost-productiondiary-240320114322-5004daf6.pptxproductionpost-productiondiary-240320114322-5004daf6.pptx
productionpost-productiondiary-240320114322-5004daf6.pptx
 
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best ServicesMadurai Call Girls 7001305949 WhatsApp Number 24x7 Best Services
Madurai Call Girls 7001305949 WhatsApp Number 24x7 Best Services
 
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书
 
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...
High-Level Thematic Event on Tourism - SUSTAINABILITY WEEK 2024- United Natio...
 

Chernobyl consequences on perinatal mortality rates

  • 1. Perinatal mortality after atmospheric nuclear weapon tests, after Chernobyl and Fukushima Alfred Körblein Nürnberg alfred.koerblein@gmx.de
  • 3. Definitions term meaning Infant mortality mortality within 1st year Neonatal mortality mortality within 28 days Early neonatal mortality mortality within 1st week Stillbirth rate after 22 weeks of pregnancy Perinatal mortality stillbirth plus 1st week 3
  • 4. 4 First article about my Chernobyl study in the German newspaper die tageszeitung (taz) on 25 April 1992
  • 5. Perinatal mortality in Germany and regression line Lower panel: deviation of observed from expected rates (standardized residuals) Significant 4.9% increase in 1987 (P=0.017) excess rate = 0.36 per 1000 315 excess cases in 1987 5 Perinatal mortality in Germany
  • 6. Perinatal mortality in Poland and regression line Lower panel: Standardized residuals Significant 3.8% increase in 1987 (P=0.015) excess rate = 0.57 per 1000 348 excess cases in 1987 6 Perinatal mortality in Poland
  • 7. Perinatal mortality in Russia and regression line Lower panel: Standardized residuals Significant 4.1% increase in 1987 (P=0.002) excess rate = 0.72 per 1000 1853 (817-3010) excess cases in 1987 data obtained from A. Yablokov, Moscow 7 Perinatal mortality in Russia
  • 8. ICRP 90 (2003) Biological effects after prenatal irradiation (embryo and fetus) Summary: • The data confirm embryonic sensitivity to the lethal effects of radiation in the pre- implantation period but provide no good reason to believe that in general there are significant risks to health after birth. • Experimental data on age-dependent patterns of sensitivity to malformation induction reinforce the view of maximum sensitivity during major organogenesis. but with a true dose threshold. For practical purposes, risks of induction of malformation at low doses may therefore be discounted. • (44) Induction of malformations […] most pronounced during organogenesis (weeks 3-11 p.c.) • (60) Most experimental data basically fit sigmoid or shoulder-type dose-response curves [… ] 8
  • 9. ICRP 90. Fig.1.1: Occurence of lethality and abnormalities in mice after prenatal radiation exposure of about 2 Gy 9
  • 10. ICRP 90. Fig.3.1: Induction periods in mice for short- and long-term effects of ionizing radiation 10
  • 11. Shape of the dose-response relationship for stochastic and teratogenic effects From: http://gd1.med.uni-giessen.de/ugm_2/deu/ugi_nuk/PDF/Rad_V2_Strahlentherapie.pdf 11
  • 12. Calculated shape of dose-response relationship based on the assumption of randomly distributed doses and radiosensitivities (black dots) Solid line: regression with a cumulative lognormal distribution 0,0028 0,0081 0,0181 0,0337 0,0556 0,00 0,01 0,02 0,03 0,04 0,05 0,06 0,07 0,08 0 0,2 0,4 0,6 0,8 1 1,2 1,4 1,6 1,8 2 effect[arbitraryunits] dose [arbitrary units] 12
  • 13. 13
  • 14. Measured cesium-137 concentration in cow milk (crosses) and cesium burden in pregnant women, calculated with an assumed biological half-life of 70 days (solid line) 0 5 10 15 20 25 30 35 40 45 0 50 100 150 200 250 300 350 400 450 1986 1987 1988 1989 caesiuminhumans[Bqperkg] caesiumincowmilk[Bq/l] calendar years 14
  • 15. Perinatal mortality rates, 1980-93, and regression line The vertical line indicates the time of the Chernobyl accident 15 Perinatal mortality in West Germany
  • 16. Secular trend with seasonal variations Lower panel: Deviations from expected trend (standardized residuals) and 3-month moving average After Chernobyl (vertical broken line), significant mortality peaks are found in February and November 1987. The association with cesium burden is signficant (P=0.003, F test). 16 Perinatal mortality in West Germany
  • 17. Perinatal mortality in West Germany (former FRG) Standardized residuals and 3-month moving average (red line) Lower graph: cesium burden during pregnany, delayed by 7 months -8 -6 -4 -2 0 2 4 6 8 1985 1986 1987 1988 1989 1990 standardisedresiduals calendar years 17
  • 18. Sums of squares, obtained from regressions of West German monthly perinatal mortality data as a function of time-lag between cesium burden and perinatal mortality. The horizontal broken line indicates the width of the 95% CI. 182 184 186 188 190 192 194 196 198 200 202 0 1 2 3 4 5 6 7 8 9 sumofsquares time-lag [months] 18
  • 19. Excess perinatal mortality risk in West Germany as a function of cesium burden and regression line (linear-quadratic model). The cesium dependency is significant (P=0.003, F-test). The dose-response is curvilinear: linear term <0, quadratic term >0 (P=0.014). 19
  • 20. 20
  • 21. Poland Infant mortality rates and trend line with seasonal variations Lower panel: standardized residuals and 3-month moving average In 1987, peaks are found in January , April, and October/November 21
  • 22. Excess infant mortality risk in Poland as a function of cesium burden and regression line. The cesium dependency is significant (p=0.014, F-test). The dose-response is curvilinear: linear term <0, quadratic term >0 (P=0.016) 22
  • 23. Zhytomyr (Ukraine) Perinatal mortality and trend line (analysis without data from 1987) Lower panel: Standardized residuals and 3-month moving average Highly significant increase in April 1987 23
  • 24. Croatia perinatal mortality and trend line (analysis without data from April 1986 to June 1987) Lower panel: Standardized residuals and 3-month moving average Peak of 3-month moving average in December 1986 / January 1987 24
  • 25. Studies in most contaminated regions of Belarus and Ukraine 25
  • 26. 26
  • 27. 27
  • 29. Perinatal mortality in the oblasts of Belarus and in Germany In 1994, the definiton of stillbirth was changed (birthweight 1000 g --> 500 g). 0 2 4 6 8 10 12 14 16 18 20 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 mortalityper1000 calendar years Gomel Mogiliov Vitebsk Grodno Minsk-City Brest Minsk Germany 29
  • 30. Perinatal mortality in oblasts Gomel (Belarus) and Zhytomyr (Ukraine) and in control region (Belarus minus Gomel and Minsk-City) 30 6 8 10 12 14 16 18 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 mortalityper1000 calendar years Zhitomir Gomel Belarus minus Gomel and Minsk
  • 31. Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus Gomel and Minsk-City 31 0,8 1,0 1,2 1,4 1,6 1,8 1985 1986 1987 1988 1989 1990 1991 1992 1993 oddsratio calendar year Zhitomir oblast Gomel oblast
  • 32. Strontium burden in pregnant women • Main strontium uptake during period of maximum bone growth (at age ~14) • Maximum strontium uptake in 1986 • Strontium burden proportional to percentage of mothers aged calendar year minus 1972 (--> from maternal age distribution) • Strontium excretion has to be taken into account 32
  • 33. 33 Main strontium uptake during period of maximum bone growth (age 14) Average values of Sr-90 whole-body content for different age cohorts of Muslyumovo residents in 1980 (a women, b men) Women age 43 in 1980 were 14 years old in 1951 During 1950-52, highest radioactive releases from Mayak reprocessing facility to Techa river From: Tolstykh et al. in Rad Environ Biophys (1997) 36: 25-29
  • 34. Strontium excretion is determined by a double exponential decrease with half-lives of 2.42 and 13.65 years. Age at intake: 15 years. From: ICRP. 1992. Age-dependent Doses to Members of the Public from Intake of Radionuclides Part 2 Ingestion Dose Coefficients. ICRP Publication 67. Ann. ICRP 22 (3-4). 34 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 strontiumconcentration
  • 35. Maternal age distribution in Belarus (mean values in 1992-1996) and interpolation line (two superimposed lognormal distributions) 0% 10% 20% 30% 40% 50% 60% 15 20 25 30 35 40 45 proportion maternal age [years] 35
  • 36. Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus Gomel and Minsk-City 36 0,8 1,0 1,2 1,4 1,6 1,8 1985 1986 1987 1988 1989 1990 1991 1992 1993 oddsratio calendar year Zhitomir oblast Gomel oblast
  • 37. Odds ratio of perinatal mortality in Gomel and Zhytomyr to Belarus minus Gomel and Minsk-City, and results of regressions with average strontium burden during pregnancy 376 excess perinatal deaths in Gomel and 681 in Zhytomyr in 1987-97 37 0,8 1,0 1,2 1,4 1,6 1,8 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 oddsratio calendar year Zhitomir oblast Gomel oblast
  • 38. Odds ratio of perinatal mortality in Gomel plus Zhytomyr to Belarus minus Gomel and Minsk- City (control region) and result of a regressions with average strontium burden 38 0,8 1,0 1,2 1,4 1,6 1,8 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 oddsratio calendar year
  • 39. 39
  • 40. Perinatal mortality in Ukraine Study region: oblasts Rivne, Zhytomyr, Kiev, Kiev City Control region: Rest of Ukraine ~900 excess perinatal deaths 40
  • 41. Summary: Chernobyl consequences • Cesium effect: Significant peaks of perinatal mortality in 1987 associated with the cesium burden of pregnant women Curvilinear dose-response • Strontium effect: Increased perinatal mortality in the most contaminated regions Zhytomyr and Gomel in the 1990s relative to the trend in the control region (Belarus minus Gomel and Minsk-City). This increase is associated with the calculated average strontium burden during pregnancy. More than 1000 excess perinatal deaths during 1987-97 in Zhytomyr plus Gomel 41
  • 42. UNSCEAR 2000 on pregnancy outcome after Chernobyl • 382. According to a recent paper [K4], perinatal mortality in Germany showed a statistically significant increase in1987, and it was concluded that this was an effect of the Chernobyl accident fallout. The findings were later questioned, since whole-body doses from incorporated caesium were found to be 0.05 mSv [R19]. K4 Körblein, A. and H. Küchenhoff. Perinatal mortality in Germany following the Chernobyl accident. Radiat. Environ. Biophys. 36(1): 3-7 (1997) • 383. Several studies on adverse pregnancy outcomes related to the Chernobyl accident have been performed in the areas closest to the accident and in more distant regions. So far, no increase in birth defects, congenital malformations, stillbirths, or premature births could be linked to radiation exposures caused by the accident. 42
  • 43. 43
  • 44. Atmospheric nuclear weapon tests • Atmospheric nuclear weapon tests in the 1950s and 1960s caused the greatest radioactive pollution globally in the history of nuclear technology. • The cumulative explosive power of the tests corresponded to 550 megatons 2.4.6-trinitrotoluene (TNT) which is equivalent to 40 000 Hiroshima bombs. • The collective dose to the world population is estimated by UNSCEAR at 30 million PersonSievert (PersSv) which compares with 600 000 PersSv from the Chernobyl accident in 1986. 44
  • 45. Cesium concentration in grass samples from Rothamsted (GB) 45 From: Warneke et al. in Earth and Planetary Science Letters 203 (2002) 1047-1057
  • 46. Radiation exposure from atmospheric testing (BfS) 46
  • 47. Ernest J. Sternglass Already in the late 1960s, the American physicist Ernest Sternglass predicted possible detrimental health effects from atmospheric nuclear weapon tests with a focus on infant mortality in the USA. Here: Infant mortality in Wyoming, USA Ernest J. Sternglass. The implications of Chernobyl for human health. Int. J. Biosoc. Res. 8 (1986). p. 7-36 47
  • 48. Trend of first day neonatal mortality in the United States and England and Wales from: Whyte RK. First day neonatal mortality since 1935: re-examination of the Cross hypothesis. BMJ. 1992 Feb 8;304(6823):343-6. 48 Whyte RK In 1992, Whyte investigated first day neonatal mortality data from USA and England and Wales. Using trend analysis, 195 000 excess first day neonatal deaths in the USA and 37 000 in England and Wales were estimated.
  • 49. Trend of perinatal mortality in West Germany (former FRG), 1955-93. The grey columns represent the strontium concentration in rain water from Munich. 49 Perinatal mortality in West Germany 0 5 10 15 20 25 30 35 40 45 50 55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93 mortalityrateper1000
  • 50. 50 Regression with a long-term exponential trend plus a constant and two lognormally shaped excess terms Model: rate~c0+c1*exp(c2*t+c3/t/exp((log(t)-log(c4))^2/c5)+c6/t/exp((log(t)-log(c7))^2/c8)) with t = calendar year minus 1950 Results: Estimate Std.error t value P value c0 0.0022 0.0006 3.526 0.0014 c1 0.0568 0.0007 77.847 0.0000 c2 -0.0675 0.0044 -15.213 0.0000 c3 2.3486 0.3016 7.788 0.0000 c4 13.4081 0.6928 19.353 0.0000 c5 0.1451 0.0351 4.136 0.0003 c6 11.9882 1.5133 7.922 0.0000 c7 23.5216 0.3424 68.694 0.0000 c8 0.0906 0.0129 7.038 0.0000
  • 51. Perinatal mortality in West Germany, 1955-93, and result of a regression with two superimposed lognormal distributions (solid line). The broken line shows the hypothetical undisturbed trend. The grey columns represent the strontium concentration in rain water from Munich (arbitrary units). 51
  • 52. Excess perinatal mortality in West Germany with peak in 1970-71 The mortality peak does not coincide with the fallout peak in 1963, the year of the Partial Test Ban Treaty between the Soviet Union, the USA, and Great Britain. 52 0 2 4 6 8 10 12 55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93 excessmortalityper1000
  • 53. Infant mortality rates in USA and regression line Broken line: expected undisturbed trend Lower panel: Deviations of observed from expected rates (excess mortality) Peak in 1965 406 000 excess infant deaths 53 Infant mortality in the USA
  • 54. Germany plus Great Britain Excess Infant mortality rates and regression line Peak in 1973 287 500 excess infant deaths France + Spain + Italy Excess Infant mortality rates and regression line Peak in 1968 239 000 excess infant deaths 54 Infant mortality in Europe
  • 55. Hypothesis: Late effect of incorporated strontium? 55
  • 56. Calculation of strontium burden in pregnant women • Main strontium uptake during period of maximum bone growth (at about age 14) • Strontium uptake in fallout years (data of strontium concentration in rain water provided by BfS) • Strontium burden determined from maternal age distributions • Strontium excretion (effective half life) is taken into account Suggested mechanism: Strontium accumulates in bones, irradiates red bone marrow and compromises immune system which in turn leads to increased infant mortality 56
  • 57. Maternal age distributions in West Germany for selected years, 1955 to 1985 57 0 0,01 0,02 0,03 0,04 0,05 0,06 0,07 0,08 0,09 0,1 15 20 25 30 35 40 45 50 proportion maternal age (years) 1955 1960 1965 1970 1975 1980 1985
  • 58. Regression model: exponential + constant + strontium term 58 P(t) ~ c0 + c1*exp(c2*t) + c3*Sr(t) Sr(t,k) ~ ∑k<t q(t,k)^c5 q(t,k) =(A(k)*age(t-k+14)*(0.135+exp(-0.2864*(t-k))+0.099*exp(-0.0508*(t-k)))) with p: perinatal mortality rate c0 .. c5 Parameters; c4 is strontium concentration in 1954 t: time (calendar year) Sr: average strontium burden A(k): strontium concentration in fallout in calendar year k age(t-k+14): maternal age distribution for age (t-k+14) 0.135+exp(-0.2864*(t-k)) + 0.099*exp(-0.0508*(t-k)): strontium excretion BfS data of strontium concentration in rain water only available for 1958-81 1954: test „Alpha Bravo“ on Bikini Atoll (15 Mto TNT) 1961: test „Tsar“ Novaja Semlja (50 Mto TNT) Therefore: additional parameter c4 is used to estimate Sr-concentration in 1954.
  • 59. Regression model: 59 Formula: p ~ c0 + c1*exp(c2*t) + c3*((c4*q54)^c5 + q58^c5 + q59^c5 + q60^c5 + q61^c5 + q62^c5 + q63^c5 + q64^c5 + q65^c5 + q66^c5 + q67^c5 + q68^c5 + q69^c5 + q70^c5 + q71^c5 + q72^c5 + q73^c5 + q74^c5 + q75^c5 + q76^c5 + q77^c5 + q78^c5 + q79^c5 + q80^c5 + q81^c5) Regression results Estimate SE t value P value c0 0.0021 0.0010 2.162 0.0380 c1 0.0577 0.0010 55.201 0.0000 c2 -0.0672 0.0066 -10.163 0.0000 c3 9.0687 8.6363 1.050 0.3010 c4 2.7891 0.2830 9.854 0.0000 c5 1.7999 0.2107 8.543 0.0000
  • 60. Perinatal mortality rates in West Germany,1955-93, and regression line The grey columns represent the strontium concentration in rain water from Munich (arbitrary units). 60
  • 61. Excess perinatal mortality rates in West Germany and regression line 61
  • 62. Trend of stillbirth rates (black circles) and early neonatal mortality (+) in West Germany, 1955-93 From: Körblein A. Perinatal mortality in West Germany following atmospheric nuclear weapons tests. Arch Environ Health. 2004 Nov;59(11):604-9. 62
  • 63. Excess stillbirth rates and early neonatal mortality in West Germany Result: 106 000 excess perinatal deaths in 1955-93 63
  • 64. 64
  • 65. 65
  • 66. Effective dose (mSv) in Japanese prefectures near Fukushima Daiichi NPP First year, adults. Source: UNSCEAR 2013, Figure VII Study region: Prefectures Fukushima, Iwate, Miyagi, Gunma, Tochigi, Ibarki, and Chiba Control region: Rest of Japan 66
  • 67. Perinatal mortality in the study- and control region, 2002-2015 Results of a combined regression of the data from the study region (2002-2011) and from the control region (2002-2015) with individual intercepts and trend parameters, but with a common lower limit of mortality. 183 (95% CI: 68-276) excess perinatal deaths in 2012-15 (P<0.01) 67
  • 68. Perinatal mortality in the study- and control region: monthly data The lines are the results of a combined regression of the data from the study region (2002-Feb 2011) and the control region (2002-2015). Peaks of perinatal mortality in spring, 2012-15 68
  • 69. Thank you for your attention