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![Page 1: BME 301 Lecture Eleven. Four Questions What are the major health problems worldwide? Who pays to solve problems in health care? How can technology solve.](https://reader036.fdocuments.in/reader036/viewer/2022070410/56649eac5503460f94bb1f38/html5/thumbnails/1.jpg)
BME 301
Lecture Eleven
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Four Questions
What are the major health problems worldwide?
Who pays to solve problems in health care?
How can technology solve health care problems?
How are health care technologies managed?
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Three Case Studies Prevention of infectious disease
HIV/AIDS Early detection of cancer
Cervical Cancer Ovarian Cancer Prostate Cancer
Treatment of heart disease Atherosclerosis and heart attack Heart failure
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Outline
The burden of cancer How does cancer develop? Why is early detection so important? Strategies for early detection Example cancers/technologies
Cervical cancer Ovarian cancer Prostate cancer
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The Burden of Cancer: U.S.
Cancer: 2nd leading cause of death in US 1 of every 4 deaths is from cancer
5-year survival rate for all cancers: 62%
Annual costs for cancer: $172 billion
$61 billion - direct medical costs $16 billion - lost productivity to illness $95 billion - lost productivity to premature
death
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U.S. Cancer Incidence & Mortality 2004
New cases of cancer: United States: 1,368,030 Texas: 84,530
Deaths due to cancer: United States: 563,700
www.cancer.org, Cancer Facts & Figures
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2004 Estimated US Cancer Cases*
*Excludes basal and squamous cell skin cancers and in situ carcinomas except urinary bladder.Source: American Cancer Society, 2004.
Men699,560
Women668,470
32% Breast
12% Lung & bronchus
11% Colon & rectum
6% Uterine corpus
4% Ovary
4% Non-Hodgkin lymphoma
4% Melanomaof skin
3% Thyroid
2% Pancreas
2% Urinary bladder
20% All Other Sites
Prostate 33%
Lung & bronchus 13%
Colon & rectum 11%
Urinary bladder 6%
Melanoma of skin 4%
Non-Hodgkin lymphoma4%
Kidney 3%
Oral Cavity 3%
Leukemia 3%
Pancreas 2%
All Other Sites 18%
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2004 Estimated US Cancer Deaths*
ONS=Other nervous system.Source: American Cancer Society, 2004.
Men290,890
Women272,810
25% Lung & bronchus
15% Breast
10% Colon & rectum
6% Ovary
6% Pancreas
4% Leukemia
3% Non-Hodgkin lymphoma
3% Uterine corpus
2% Multiple myeloma
2% Brain/ONS
24% All other sites
Lung & bronchus 32%
Prostate 10%
Colon & rectum 10%
Pancreas 5%
Leukemia 5%
Non-Hodgkin 4%lymphoma
Esophagus 4%
Liver & intrahepatic 3%bile duct
Urinary bladder 3%
Kidney 3%
All other sites 21%
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Worldwide Burden of Cancer Today:
11 million new cases every year 6.2 million deaths every year (12% of deaths)
Can prevent 1/3 of these cases: Reduce tobacco use Implement existing screening techniques Healthy lifestyle and diet
In 2020: 15 million new cases predicted in 2020 10 million deaths predicted in 2020 Increase due to ageing population Increase in smoking
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Lingwood, et al;The challenge of cancer control in Africa; Nat Rev CA, 8:398, 2008.
Global Cancer Trends
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Worldwide Burden of Cancer
23% of cancers in developing countries caused by infectious agents Hepatitis (liver) HPV (cervix) H. pylori (stomach)
Vaccination could be key to preventing these cancers
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1996 Estimated Worldwide Cancer Cases*
Men Women 910 Breast
524 Cervix
431 Colon & rectum
379 Stomach
333 Lung & bronchus
192 Mouth
191 Ovary
172 Uterine corpus
Lung & bronchus 988
Stomach 634
Colon & rectum 445
Prostate 400
Mouth 384
Liver 374
Esophagus 320
Urinary bladder 236
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What is Cancer?
Characterized by uncontrolled growth & spread of abnormal cells
Can be caused by: External factors:
Tobacco, chemicals, radiation, infectious organisms
Internal factors: Mutations, hormones, immune conditions
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Squamous Epithelial Tissue
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Precancer Cancer Sequence
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Histologic Images
NormalNormal Cervical Pre-CancerCervical Pre-Cancer
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http://www.gcarlson.com/images/metastasis.jpg
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Fig 7.33 – The Metastatic cascade Neoplasia
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http://www.mdanderson.org/images/metastasesmodeljosh
1.gif
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The War on Cancer 1971 State of Union address:
President Nixon requested $100 million for cancer research
December 23, 1971 Nixon signed National Cancer
Act into law "I hope in years ahead we will
look back on this action today as the most significant action taken during my Administration."
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Change in the US Death Rates* by Cause, 1950 & 2001
* Age-adjusted to 2000 US standard population.Sources: 1950 Mortality Data - CDC/NCHS, NVSS, Mortality Revised.2001 Mortality Data–NVSR-Death Final Data 2001–Volume 52, No. 3. http://www.cdc.gov/nchs/data/nvsr/nvsr52/nvsr52_03.pdf
21.8
180.7
48.1
586.8
193.9
57.5
194.4
245.8
0
100
200
300
400
500
600
HeartDiseases
CerebrovascularDiseases
Pneumonia/Influenza
Cancer
1950
2001
Rate Per 100,000
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Change in the US Death Rates* by Cause, 1950 & 2001
* Age-adjusted to 2000 US standard population.Sources: 1950 Mortality Data - CDC/NCHS, NVSS, Mortality Revised.2001 Mortality Data–NVSR-Death Final Data 2001–Volume 52, No. 3. http://www.cdc.gov/nchs/data/nvsr/nvsr52/nvsr52_03.pdf
21.8
180.7
48.1
586.8
193.9
57.5
194.4
245.8
0
100
200
300
400
500
600
HeartDiseases
CerebrovascularDiseases
Pneumonia/Influenza
Cancer
1950
2001
Rate Per 100,000
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Change in the US Death Rates* by Cause, 1950 & 2001
* Age-adjusted to 2000 US standard population.Sources: 1950 Mortality Data - CDC/NCHS, NVSS, Mortality Revised.2001 Mortality Data–NVSR-Death Final Data 2001–Volume 52, No. 3. http://www.cdc.gov/nchs/data/nvsr/nvsr52/nvsr52_03.pdf
21.8
180.7
48.1
586.8
193.9
57.5
194.4
245.8
0
100
200
300
400
500
600
HeartDiseases
CerebrovascularDiseases
Pneumonia/Influenza
Cancer
1950
2001
Rate Per 100,000
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Change in the US Death Rates* by Cause, 1950 & 2001
* Age-adjusted to 2000 US standard population.Sources: 1950 Mortality Data - CDC/NCHS, NVSS, Mortality Revised.2001 Mortality Data–NVSR-Death Final Data 2001–Volume 52, No. 3. http://www.cdc.gov/nchs/data/nvsr/nvsr52/nvsr52_03.pdf
21.8
180.7
48.1
586.8
193.9
57.5
194.4
245.8
0
100
200
300
400
500
600
HeartDiseases
CerebrovascularDiseases
Pneumonia/Influenza
Cancer
1950
2001
Rate Per 100,000
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Change in the US Death Rates* by Cause, 1950 & 2001
* Age-adjusted to 2000 US standard population.Sources: 1950 Mortality Data - CDC/NCHS, NVSS, Mortality Revised.2001 Mortality Data–NVSR-Death Final Data 2001–Volume 52, No. 3. http://www.cdc.gov/nchs/data/nvsr/nvsr52/nvsr52_03.pdf
21.8
180.7
48.1
586.8
193.9
57.5
194.4
245.8
0
100
200
300
400
500
600
HeartDiseases
CerebrovascularDiseases
Pneumonia/Influenza
Cancer
1950
2001
Rate Per 100,000
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Cancer Death Rates*, for Men, US, 1930-2000
*Age-adjusted to the 2000 US standard population.Source: US Mortality Public Use Data Tapes 1960-2000, US Mortality Volumes 1930-1959, National Center for Health Statistics, Centers for Disease Control and Prevention, 2003.
0
20
40
60
80
10019
30
1935
1940
1945
1950
1955
1960
1965
1970
1975
1980
1985
1990
1995
2000
Lung
Colon & rectum
Prostate
Pancreas
Stomach
Liver
Rate Per 100,000
Leukemia
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Cancer Death Rates*, for Women, US, 1930-2000
*Age-adjusted to the 2000 US standard population.Source: US Mortality Public Use Data Tapes 1960-2000, US Mortality Volumes 1930-1959,National Center for Health Statistics, Centers for Disease Control and Prevention, 2003.
0
20
40
60
80
10019
30
1935
1940
1945
1950
1955
1960
1965
1970
1975
1980
1985
1990
1995
2000
Lung
Colon & rectum
Uterus
Stomach
Breast
Ovary
Pancreas
Rate Per 100,000
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Cancer Incidence Rates* for Men, US, 1975-2000
*Age-adjusted to the 2000 US standard population.Source: Surveillance, Epidemiology, and End Results Program, 1975-2000, Division of Cancer Control and Population Sciences, National Cancer Institute, 2003.
0
50
100
150
200
25019
75
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
Prostate
Lung
Colon and rectum
Urinary bladder
Non-Hodgkin lymphoma
Rate Per 100,000
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Relative Survival* (%) during Three Time Periods by Cancer Site
*5-year relative survival rates based on follow up of patients through 2000. Source: Surveillance, Epidemiology, and End Results Program, 1975-2000, Division of Cancer Control andPopulation Sciences, National Cancer Institute, 2003.
Site 1974-1976 1983-1985 1992-1999
All sites 50 52 63
Breast (female) 75 78 87
Colon & rectum 50 57 62
Leukemia 34 41 46
Lung & bronchus 12 14 15
Melanoma 80 85 90
Non-Hodgkin lymphoma 47 54 56
Ovary 37 41 53
Pancreas 3 3 4
Prostate 67 75 98
Urinary bladder 73 78 82
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Importance of Early Detection
Five Year Relative Survival Rates
0102030405060708090100
Local Regional Distant
BreastOvaryCervix
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Screening Use of simple tests in a healthy
population Goal:
Identify individuals who have disease, but do not yet have symptoms
Should be undertaken only when: Effectiveness has been demonstrated Resources are sufficient to cover target
group Facilities exist for confirming diagnoses Facilities exist for treatment and follow-up When disease prevalence is high enough to
justify effort and costs of screening
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Cancer Screening
We routinely screen for 4 cancers: Female breast cancer
Mammography Cervical cancer
Pap smear Prostate cancer
Serum PSA Digital rectal examination
Colon and rectal cancer Fecal occult blood Flexible sigmoidoscopy, Colonoscopy
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Screening Guidelines for the Early Detection of Breast Cancer, American Cancer Society 2003
Yearly mammograms are recommended starting at age 40 and continuing for as long as a woman is in good health.
A clinical breast exam should be part of a periodic health exam, about every three years for women in their 20s and 30s, and every year for women 40 and older.
Women should know how their breast normally feel and report any breast changes promptly to their health care providers. Breast self-exam is an option for women starting in their 20s.
Women at increased risk (e.g., family history, genetic tendency, past breast cancer) should talk with their doctors about the benefits and limitations of starting mammography screening earlier, having additional tests (i.e., breast ultrasound and MRI), or having more frequent exams.
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Mammogram Prevalence (%), by Educational Attainment and Health Insurance Status, Women 40 and Older, US, 1991-2002
* A mammogram within the past year. Note: Data from participating states and the District of Columbia were aggregated to represent the United States.Source: Behavior Risk Factor Surveillance System CD-ROM (1984-1995, 1996-1997, 1998, 1999) and Public Use Data Tape (2000, 2002), National Centers for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention 1997, 1999, 2000, 2000, 2001,2003.
0
10
20
30
40
50
60
70
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2002
Year
Pre
vale
nce
(%)
Women with less than a high school education
Women with no health insurance
All women 40 and older
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How do we judge efficacy of a screening
test?Sensitivity/Specificity
Positive/Negative Predictive Value
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Sensitivity & Specificity
Sensitivity Probability that given DISEASE, patient
tests POSITIVE Ability to correctly detect disease 100% - False Negative Rate
Specificity Probability that given NO DISEASE,
patient tests NEGATIVE Ability to avoid calling normal things
disease 100% - False Positive Rate
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Possible Test Results
Test Positive
Test Negative
Disease Present
TP FN # with Disease = TP+FN
Disease Absent
FP TN #without Disease =
FP+TN
# Test Pos = TP+FP
# Test Neg = FN+TN
Total Tested = TP+FN+FP+TN
Se = TP/(# with disease) = TP/(TP+FN)
Sp = TN/(# without disease) = TN/(TN+FP)
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Amniocentesis Example
Amniocentesis: Procedure to detect abnormal fetal
chromosomes Efficacy:
1,000 40-year-old women given the test 28 children born with chromosomal
abnormalities 32 amniocentesis test were positive, and of
those 25 were truly positive Calculate:
Sensitivity & Specificity
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Possible Test Results
Test Positive
Test Negative
Disease Present
25 3 # with Disease = 28
Disease Absent
7 965 #without Disease = 972
# Test Pos = 32
# Test Neg = 968
Total Tested = 1,000
Se = 25/28 = 89% Sp =965/972 = 99.3%
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As a patient:
What Information Do You Want?
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Predictive Value
Positive Predictive Value Probability that given a POSITIVE test
result, you have DISEASE Ranges from 0-100%
Negative Predictive Value Probability that given a NEGATIVE test
result, you do NOT HAVE DISEASE Ranges from 0-100%
Depends on the prevalence of the disease
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Possible Test Results
Test Positive
Test Negative
Disease Present
TP FN # with Disease = TP+FN
Disease Absent
FP TN #without Disease =
FP+TN
# Test Pos = TP+FP
# Test Neg = FN+TN
Total Tested = TP+FN+FP+TN
PPV = TP/(# Test Pos) = TP/(TP+FP)
NPV = TN/(# Test Neg) = TN/(FN+TN)
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Amniocentesis Example
Amniocentesis: Procedure to detect abnormal fetal
chromosomes Efficacy:
1,000 40-year-old women given the test 28 children born with chromosomal
abnormalities 32 amniocentesis test were positive, and of
those 25 were truly positive Calculate:
Positive & Negative Predictive Value
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Possible Test Results
Test Positive
Test Negative
Disease Present
25 3 # with Disease = 28
Disease Absent
7 965 #without Disease = 972
# Test Pos = 32
# Test Neg = 968
Total Tested = 1,000
Se = 25/28 = 89% Sp =965/972 = 99.3%
PPV = 25/32 = 78% NPV =965/968 = 99.7%
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Dependence on Prevalence
Prevalence – is a disease common or rare? p = (# with disease)/total # p = (TP+FN)/(TP+FP+TN+FN)
Does our test accuracy depend on p? Se/Sp do not depend on prevalence PPV/NPV are highly dependent on
prevalence PPV = pSe/[pSe + (1-p)(1-Sp)] NPV = (1-p)Sp/[(1-p)Sp + p(1-Se)]
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Is it Hard to Screen for Rare Disease?
Amniocentesis: Procedure to detect abnormal fetal
chromosomes Efficacy:
1,000 40-year-old women given the test 28 children born with chromosomal
abnormalities 32 amniocentesis test were positive,
and of those 25 were truly positive Calculate:
Prevalence of chromosomal abnormalities
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Is it Hard to Screen for Rare Disease?
Amniocentesis: Usually offered to women > 35 yo
Efficacy: 1,000 20-year-old women given the test Prevalence of chromosomal abnormalities is
expected to be 2.8/1000 Calculate:
Sensitivity & Specificity Positive & Negative Predictive Value Suppose a 20 yo woman has a positive test.
What is the likelihood that the fetus has a chromosomal abnormality?
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Possible Test Results
Test Positive
Test Negative
Disease Present
2.5 .3 # with Disease = 2.8
Disease Absent
6.98 990.2 #without Disease =
997.2
# Test Pos = 9.48
# Test Neg = 990.5
Total Tested = 1,000
Se = 2.5/2.8 = 89.3% Sp 990.2/997.2= 99.3%
PPV = 2.5/9.48 = 26.3% NPV =990.2/990.5 = 99.97%
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Cervical Cancer
Early Detection
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Cervical Cancer: 2004
10,520 new cases in US 3,900 deaths in US Signs and symptoms:
Abnormal vaginal bleeding Risk Factors:
Failure to obtain regular Pap smears HPV infection
Sex at an early age Multiple sexual partners
Cigarette smoking
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Cervical Cancer: World Incidence:
510,000 new cases per year worldwide 80% of cases occur in the developing
world Highest incidence in:
Central and South America Southern Africa Asia
Mortality: 288,000 deaths per year worldwide 2nd leading cause of female cancer
mortality worldwide
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Global Burden of Cervical Cancer
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Cervical Cancer
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What Initiates Transformation?
Infection with Human Papilloma Virus (HPV) Most common sexually transmitted disease Asymptomatic HPV infections can be detected in
5-40% of women of reproductive age HPV infection is the central causative factor
in squamous cell carcinoma of the cervix HPV infections are transient; most young women
clear them with no ill effects If HPV infection persists past age 30, there is
greater risk of developing cervical cancer Many viral subtypes (70) 13 most commonly linked to cervical cancer
HPV 16, 18
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In a wart or benign infection, the HPV chromosomes are stably maintained in the basal epithelium as plasmids (left). Integration of viral DNA into a host chromosome alters the environment of the viral genes and disrupts control of their expression. Unregulated reproduction of viral proteins tends to drive the host
cell into S phase helping to generate a cancer (right).
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How Do We Detect Early Cervical
Cancer?Pap Smear
(The most successful cancer-screening test in medical history)
Colposcopy +Biopsy
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Screening Pap Smear
Each slide:
50,000-300,000 cells
Cytotechnologists review < 100 slides per day
10% of "normal" slides re-screened
Se = 62% Sp = 78% False negative
smears account for 3% of U.S. Cervical Cancer cases/year
http://www.gayfamilyoptions.org/images/hpv3.jpg
http://www.geocities.com/HotSprings/Sauna/2329/image3.jpg
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Screening Guidelines for the Early Detection of Cervical Cancer, American Cancer Society 2006
All women should begin cervical cancer screening about 3 years after they begin having vaginal intercourse, but no later than when they are 21 years old. Screening should be done every year with the regular Pap test or every 2 years using the newer liquid-based Pap test.
Beginning at age 30, women who have had 3 normal Pap test results in a row may get screened every 2 to 3 years with either the conventional (regular) or liquid-based Pap test. Women who have certain risk factors such as diethylstilbestrol (DES) exposure before birth, HIV infection,or a weakened immune system due to organ transplant, chemotherapy, or chronic steroid use should continue to be screened annually.
Another reasonable option for women over 30 is to get screened every 3 years (but not more frequently) with either the conventional or liquid-based Pap test, plus the HPV DNA test.
Women 70 years of age or older who have had 3 or more normal Pap tests in a row and no abnormal Pap test results in the last 10 years may choose to stop having cervical cancer screening. Women with a history of cervical cancer, DES exposure before birth, HIV infection or a weakened immune system should continue to have screening as long as they are in good health.
Women who have had a total hysterectomy (removal of the uterus and cervix) may also choose to stop having cervical cancer screening, unless the surgery was done as a treatment for cervical cancer or precancer. Women who have had a hysterectomy without removal of the cervix should continue to follow the guidelines above.
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Trends in Recent* Pap Test Prevalence (%), by Educational Attainment and Health Insurance Status, Women 18 and Older, US, 1992-2002
* A Pap test within the past three years. Note: Data from participating states and the District of Columbia were aggregated to represent the United States. Educational attainment is for women 25 and older.Source: Behavior Risk Factor Surveillance System CD-ROM (1984-1995, 1996-1997, 1998, 1999) and Public Use Data Tape (2000, 2002), National Center for Chronic Disease Prevention and Health Promotion, Center for Disease Control and Prevention,1997, 1999, 2000, 2000, 2001, 2003.
0
20
40
60
80
100
1992
1993
1994
1995
1996
1997
1998
1999
2000
2002
Year
Pre
vale
nce
(%)
Women with no health insurance
Women with less than a high school education
All women 18 and older
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Detecting Cervical Pre-Cancer
Se = 95%Sp = 44%
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ColposcopyCIN 1/LGSILCIN 1/LGSIL CIN 2/HGSILCIN 2/HGSIL CIN 3/HGSILCIN 3/HGSIL
Microinvasive CAMicroinvasive CA Invasive CAInvasive CAInvasive CAInvasive CA
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Cervical Cancer
Screening: Annual Pap smear
Diagnosis Colposcopy + Biopsy
Treatment: Surgery, radiation therapy,
chemotherapy 5 year survival
Localized disease: 92% (56% diagnosed at this stage)
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Trends in Cervical Cancer Incidence
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Trends in Cervical Cancer Incidence
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Trends in Cervical Cancer Mortality
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New Technologies for Cervical Cancer
Liquid Based Pap testing Automated Pap smear screening HPV Testing VIA HPV Vaccine
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Liquid Based Pap Smear
Rinse collection device in preservative fluid
Process suspension of cells to deposit a monolayer of cells on a microscope slide
Conventional Pap Liquid Based Pap
http://www.prlnet.com/ThinPrep.htm
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Liquid Based Pap Smear Gentle dispersion breaks up blood, mucous,
non-diagnostic debris, and mixes sample Negative pressure pulse draws fluid through
filter to collect a thin, even layer of cells Monitor flow through filter during collection to
prevent cells from being too scant or too dense Cells then transferred to a glass slide
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Automated Pap Smear Screening
TriPath Care Technologies http://www.tripathimaging.
com/usproducts/index.htm
http://www.tripathimaging.com/images/cutaway.gif
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HPV Testing The DNAwithPap Test is FDA-
approved for routine adjunctive screening with a Pap test for women age 30 and older.
Digene http://www.digene.com
http://www.digene.com/PapXYLC-5301-30%20VER%20X.mpg
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1. Release Nucleic Acids
Clinical specimens are combined with a base solution which disrupts the virus or bacteria and releases target DNA. No special specimen preparation is necessary.
2. Hybridize RNA Probe with Target DNA
Target DNA combines with specific RNA probes creating RNA:DNA hybrids.
3. Capture Hybrids
Multiple RNA:DNA hybrids are captured onto a solid phase coated with universal capture anbtibodies specific for RNA:DNA hybrids.
4. Label for Detection
Captured RNA:DNA hybrids are detected with multiple antibodies conjugated to alkaline phosphatase. Resulting signal can be amplified to at least 3000-fold.
5. Detect, Read and Interpret Results
The bound alkaline phosphatase is detected with a chemiluminescent dioxetane substrate. Upon cleavage by alkaline phosphatase, the substrate produces light that is measured on a luminometer in Relative Light Units (RLUs).
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Sensitivity of HPV Testing
Study of 5,671 women age >30 years http://www.digene.com/
images/sens.gif
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Comparison of Various Techniques
Sensitivity Specificity
Pap smear 60-80% 45-70%
Colposcopy 90-100% 20-50%
Digene HPV Test
80-90% 57-89%
VIA 67-79% 49-86%
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Summary of Cancer The burden of cancer
Contrasts between developed/developing world
How does cancer develop? Cell transformation Angiogenesis
Motility Microinvasion Embolism Extravasation
Why is early detection so important? Treat before cancer develops Prevention
Accuracy of screening/detection tests Se, Sp, PPV, NPV
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Summary of Cervical Cancer Cervical cancer
2nd Leading cause of cancer death in women in world
Caused by infection with HPV Precancercancer sequence Precancer is very common
Screening & Detection Pap smear; colposcopy + biopsy Reduces incidence and mortality of cervical cancer Insufficient resources to screen in developing
countries New technologies
Automated reading of Pap smears reduce FN rate
HPV testing VIA
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0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
$0 $500 $1,000 $1,500 $2,000 $2,500 $3,000Lifetime Screening Cost
Red
uct
ion
in C
ervi
cal C
ance
r R
isk
South AfricaScreening 1X/LifeCost saving to <$50/YLS
South AfricaScreening 2X/Life$50-$250/YLS
South AfricaScreening 3X/Life$250-$500/YLS
United StatesPap + HPV Every 3 yrs.
$60,000/YLSUnited States
Pap + HPV Every 2 yrs.$174,000/YLS
United StatesPap + HPV Every Year
$795,000/YLS
15 Weeks
1,000 Years!
Global Inequities in Cancer Prevention
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Assignments Due Next Time
Project 5