SlideShare a Scribd company logo
1 of 92
Assessing Risks for families with
inherited cancers: an introduction
to a new system
Kevin Hughes, MD
OMIM: Online Mendelian Inheritance in Man
188 adult hereditary syndromes
• Syndromes with at least 1 adult chronic disease:
- Benign 153
- Cancer 32
- Cancer plus benign 3
Scheuner (Am J Med Gen, 2004)
Adult hereditary syndromes: 188
Scheuner (Am J Med Gen, 2004)
13 years of genetic testing
• BRCA1/2 mutation carriers in the US
- ~1,000,000
• Number identified to date
- ~50,000 (~5%)
This is likely the best of any adult hereditary syndrome
Problems to solve
• Most high risk women are not being
identified or referred for counseling
• Our Risk Clinics could not manage the
volume if all high risk women were
referred
Introduction and Concept
• In the age of the human genome project:
– Our health care system must identify women at
high risk of breast and ovarian cancer and
manage them appropriately
– This will decrease the morbidity and mortality of
these diseases
Our solution
• We have developed a system that will
– allow the patient to enter her own data into a
database
– decrease the labor intensive effort required of
clinicians
• Automatic analysis
• Pedigree creation
• Thus
– Decrease labor for staff
– Decrease cost
– Increase volume of patients cared for
– Increase quality of care
HughesRiskApps modules follow a simple workflow
Patient data entry
Clinical Decision Support (CDS)
Printout with suggested actions
Clinician editing/enhancing
Clinical Decision Support (CDS)
Generate orders and documents
Large scale methods
• More high risk women identified
– Integration of effective FH into workflow
• More women cared for by the Risk Clinic
– Increased efficiency of risk counselor
Large scale methods
• More high risk women identified
– Integration of effective FH into workflow
• More women cared for by the Risk Clinic
– Increased efficiency of risk counselor
HughesRiskApps allows input to a central
database from multiple sources
Desktop
Website
iPad
iPad/Tablet PC Data Entry
Patient can enter her own data using a
simple iPad/Tablet PC interface
• Requiring little or no help from the staff,
patients enter their own data.
• ~5th
Grade Reading Level
• Available in English, Spanish and
Portuguese
Sample screenshots follow
Tablet questions available in Spanish
Tablet questions available in Portuguese
Data Entry via Website
Surgeon General Data Entry
Surgeon General Data Entry
• My Family Health Portrait allows
patients to enter family history data
– Data saved as an HL7 message
– Data saved to HealthVault via HL7
Data Entry via Website
Web interface available
Staff Data Entry Through Desktop
Interface
The staff can enter or edit patient data
using a simple Desktop interface
Clinical Decision Support
•Immediate actions
–BRCAPRO, Tyrer Cuzick
•Radiologist shown who is high risk
–Patient receives written guidance
•Letter suggesting they make an appt
•Information sheet
•Weekly
–Letter sent to patient and PCP
Large scale methods
• More high risk women identified
– Integration of FH into normal clinic workflow
• More women cared for by the Risk Clinic
– Increased efficiency of risk counselor
Next challenge:
• Minimize clinician work
• Minimize redundant data entry
• Minimize dictation and editing
Improve efficiency in the RiskImprove efficiency in the Risk
Clinic to manage the influx ofClinic to manage the influx of
patientspatients
Newton Wellesley Hospital Breast Center
4/1/2007 to 12/01/2010
49,758
unique
family
histories
Breast Center
Breast Imaging
2,255
referred
for counseling
≥10% risk
of mutation
Current Approach
Patient provides family history
Data into CAGENE
Data into Progeny
Assess risk level
Face to Face counseling
Letters/Notes generated
Current Approach
Patient provides family history 0 to 10 minutes
Data into CAGENE 5 to 10 minutes
Data into Progeny 10 to 20 minutes
Assess risk level 5 to 10 minutes
Face to Face counseling 30 to 60 minutes
Letters/Notes generated 20 to 40 minutes
70 to 150 minutes
RiskApps
Patient provides family history 0 minutes
Data into CAGENE 0 minutes
Data into Progeny 0 minutes
Assess risk level 5 minutes
Face to Face counseling 30 to 60 minutes
Letters/Notes generated 10 minutes
45 to 75 minutes
Patient enters more detailed family history
via a second level Tablet PC interface
Details about each family member are collected
Desktop Application for the
Risk Counselor
Data from Tablet available for review, editing and
enhancement by the risk counselor: table interface
Pedigree Interface
Additional risk factors are edited/enhanced
BRCA and other genetic test results can be easily recorded
Choose type of panel (Breast, colon,
cardiac, etc.) and the available test can be
selected
Choose panel
Choose mutation or type in
Counselor can link families seen before
to the current patient
Risk algorithms run
• Pedigree shows risk of mutation by
BRCAPRO run for each family member
BRCAPRO has been run for each relevant family
member, with the risk of mutation shown for each
Suggests what to do next (Test a relative)
Genetic Testing recommendations can be changed by the user
Suggests which relative to test in order of
likelihood of mutation
Myriad, Tyrer-Cuzick and BRCAPRO results are shown with the ability to use
the slider to set the clinician’s decision as to the risk of mutation
60
Risk of breast cancer over time shown for each model
Lifetime risk of breast cancer shown if tested positive, or tests negative by BRCAPRO
Lifetime risk of ovarian cancer
Lifetime risk of ovarian cancer shown if tested positive, or tests negative by BRCAPRO
Switch perspective to consider the BRCA2 case
Gail model results are displayed
Claus model results are displayed
Myriad model results are displayed
Colorectal tab
PREMM Model
Clinical Decision support suggests
alternative syndromes in order of likelihood
Clinical Decision support shows
manifestations of selected syndrome
Buttons open specific OMIM Website and
Genetests Website
Find all mutation carriers
Selective
Testing
Cascade Testing of
family members
Mutation
Found
Cascade testing of relatives of
mutation positive patients
• Help document the testing of family
members
• Shows number tested vs number of
living relatives age 18 or older with a
mutation risk of 10% or greater
Generates multiple documents, saving
time on dictation and cost of transcription
• Letter to referring doctor
• Letter to the patient
• Progress note for chart
• Letter to relatives who need testing
• Letter of Medical Necessity for
insurance company
– Justify genetic testing
– Justify MRI
Letter to the patient
Letter for patient to give to her
relative who needs testing
Letter to relative includes list of
testing centers in her area
Letter to the referring doctor
Reports generated at the click of a button
HughesRiskApps complies with
the HL7 standard
• Data can be shared with any HL7
compliant software
• Data can be uploaded or downloaded
to any EHR that has a complete family
history section and that is HL7
compliant
– None currently exist but EHR vendors are
likely to improve their product to this level
soon
HughesRiskApps can help move us
into the Genomic Age on a population
level
• More high risk women identified
– Integration of FH into normal clinic workflow
• More women cared for by the Risk Clinic
– Increased efficiency of risk counselor
References
• Scheuner 2004 AmJMedGenSeminars Contribution Of Mendelian Disorders To Common
Chronic Disease
•  
• Hughes KS, Roche CA, Campbell CT, Siegel N, Salisbury L, Chekos A, Katz MS, Edell E.
Prevalence of Family History of Breast and Ovarian Cancer in a Single Primary Care Practice
Using a Self-Administered Questionnaire. The Breast Journal 9: 19-25.
•  
• Jones JL, Hughes KS, Howard-McNatt M, Kopans DB, Moore RH, Hughes SS, Lee NY, Roche
CA, Siegel N, Gadd MA, Smith BL, Michaelson JS.  Evaluation of Hereditary Risk in a Screening
Mammography Population.  Clinical Breast Cancer 6(1): 38-44.
•  
• Shabo A and Hughes, KS. Family History Information Exchange Services Using HL7 Clinical
Genomics Standard Specifications. Int'l Journal on Semantic Web & Information Systems 1(4):
42-65
•  
• Dominguez FJ, Jones JL, Zabicki K, Smith BL, Gadd MA, Specht MC, Kopans DB, Moore RH,
Michaelson JS, Hughes KS.  Prevalence of Hereditary Breast/Ovarian Cancer Risk in Patients
with a Personal History of Breast or Ovarian Cancer in a Mammography Population  Cancer
2005; 104: 1849-53.
 
• Dominguez  FJ, Lawrence C, Halpern EF, Drohan B, Grinstein G, Black DM, Smith BL, Gadd
MA, Specht MC, Kopans DB, Moore RH, Hughes SS, Roche CA, Hughes KS. Accuracy of Self-
Reported Personal History of Cancer in an Outpatient Breast Center.  J Gen Counseling, 2007

More Related Content

What's hot

Hiv and infertility
Hiv and infertilityHiv and infertility
Hiv and infertilityNeelam Ohri
 
Oct 2015 Webinar: Dr. Lieu, Precision Medicine
Oct 2015 Webinar: Dr. Lieu, Precision MedicineOct 2015 Webinar: Dr. Lieu, Precision Medicine
Oct 2015 Webinar: Dr. Lieu, Precision MedicineFight Colorectal Cancer
 
Clinical Trials - All you need to know #CRCWebinar
Clinical Trials - All you need to know #CRCWebinarClinical Trials - All you need to know #CRCWebinar
Clinical Trials - All you need to know #CRCWebinarFight Colorectal Cancer
 
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Ovarian Cancer Research Fund Alliance
 
3- ca cx ppt final
 3- ca cx ppt final 3- ca cx ppt final
3- ca cx ppt finalBasalama Ali
 
BRCA Bible
BRCA BibleBRCA Bible
BRCA BibleNHS
 
1-uqu-presentation
 1-uqu-presentation 1-uqu-presentation
1-uqu-presentationBasalama Ali
 
Nutrition Surveillance and Counselling for Cancer Survivors
Nutrition Surveillance and Counselling for Cancer Survivors Nutrition Surveillance and Counselling for Cancer Survivors
Nutrition Surveillance and Counselling for Cancer Survivors Canadian Cancer Survivor Network
 
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer care
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer careSituation Critical! New survey reveals COVID 19 continues to disrupt cancer care
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer careCanadian Cancer Survivor Network
 
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?bkling
 
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...Canadian Cancer Survivor Network
 
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAs
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAsCCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAs
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAsCanadian Cancer Survivor Network
 
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...Informed Medical Decisions Foundation
 
Cancer vaccine presentation2
Cancer vaccine presentation2Cancer vaccine presentation2
Cancer vaccine presentation2jjhh5
 
5th Annual Early Age Onset Colorectal Cancer Summit - Session IV
5th Annual Early Age Onset Colorectal Cancer Summit - Session IV5th Annual Early Age Onset Colorectal Cancer Summit - Session IV
5th Annual Early Age Onset Colorectal Cancer Summit - Session IVColon Cancer Challenge Foundation
 

What's hot (19)

Hiv and infertility
Hiv and infertilityHiv and infertility
Hiv and infertility
 
Oct 2015 Webinar: Dr. Lieu, Precision Medicine
Oct 2015 Webinar: Dr. Lieu, Precision MedicineOct 2015 Webinar: Dr. Lieu, Precision Medicine
Oct 2015 Webinar: Dr. Lieu, Precision Medicine
 
Clinical Trials - All you need to know #CRCWebinar
Clinical Trials - All you need to know #CRCWebinarClinical Trials - All you need to know #CRCWebinar
Clinical Trials - All you need to know #CRCWebinar
 
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
Annie Ellis Patient Perspective from Ovarian Cancer Endpoints Workshop hosted...
 
Tumour Agnostic Treatments
Tumour Agnostic TreatmentsTumour Agnostic Treatments
Tumour Agnostic Treatments
 
Research paper
Research  paperResearch  paper
Research paper
 
Canadian cx cancer 2012
Canadian cx cancer 2012Canadian cx cancer 2012
Canadian cx cancer 2012
 
HPV Prevention for Cancer Survivors
HPV Prevention for Cancer SurvivorsHPV Prevention for Cancer Survivors
HPV Prevention for Cancer Survivors
 
3- ca cx ppt final
 3- ca cx ppt final 3- ca cx ppt final
3- ca cx ppt final
 
BRCA Bible
BRCA BibleBRCA Bible
BRCA Bible
 
1-uqu-presentation
 1-uqu-presentation 1-uqu-presentation
1-uqu-presentation
 
Nutrition Surveillance and Counselling for Cancer Survivors
Nutrition Surveillance and Counselling for Cancer Survivors Nutrition Surveillance and Counselling for Cancer Survivors
Nutrition Surveillance and Counselling for Cancer Survivors
 
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer care
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer careSituation Critical! New survey reveals COVID 19 continues to disrupt cancer care
Situation Critical! New survey reveals COVID 19 continues to disrupt cancer care
 
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?Topic-Driven Round Table on DCIS: What are Your Radiation Options?
Topic-Driven Round Table on DCIS: What are Your Radiation Options?
 
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...
Cancer Still Waiting: Impact of COVID-19 Crisis on Cancer Patients and their ...
 
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAs
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAsCCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAs
CCSN's Virtual Action Week: Highlights from our Meetings with Alberta MLAs
 
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...
Decisions about Medication Use and Cancer Screening Among Elderly Adults in t...
 
Cancer vaccine presentation2
Cancer vaccine presentation2Cancer vaccine presentation2
Cancer vaccine presentation2
 
5th Annual Early Age Onset Colorectal Cancer Summit - Session IV
5th Annual Early Age Onset Colorectal Cancer Summit - Session IV5th Annual Early Age Onset Colorectal Cancer Summit - Session IV
5th Annual Early Age Onset Colorectal Cancer Summit - Session IV
 

Similar to Risk Clinic Module of HughesRiskApps

Cancer Genetic Counseling Services
Cancer Genetic Counseling ServicesCancer Genetic Counseling Services
Cancer Genetic Counseling ServicesAllina Health
 
2017 elsi congress panel meyer only
2017 elsi congress panel   meyer only2017 elsi congress panel   meyer only
2017 elsi congress panel meyer onlyMichelle N. Meyer
 
David Haggstrom Regenstrief Conference Slides
David Haggstrom Regenstrief Conference SlidesDavid Haggstrom Regenstrief Conference Slides
David Haggstrom Regenstrief Conference SlidesShawnHoke
 
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal Cancer
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal CancerMarch 2016 Webinar - Lynch Syndrome & Hereditary Colorectal Cancer
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal CancerFight Colorectal Cancer
 
Chapter 31 genetic counselling
Chapter 31 genetic counsellingChapter 31 genetic counselling
Chapter 31 genetic counsellingNilesh Kucha
 
Genetic Connections to Breast Cancer - February 14, 2023
Genetic Connections to Breast Cancer - February 14, 2023Genetic Connections to Breast Cancer - February 14, 2023
Genetic Connections to Breast Cancer - February 14, 2023CHC Connecticut
 
Hopes Provider - Patient referral packet
Hopes Provider - Patient referral packetHopes Provider - Patient referral packet
Hopes Provider - Patient referral packetMichael Sullivan Sr.
 
All in the Family: Using Family Health History to Identify and Support Women ...
All in the Family: Using Family Health History to Identify and Support Women ...All in the Family: Using Family Health History to Identify and Support Women ...
All in the Family: Using Family Health History to Identify and Support Women ...Chicago Center for Jewish Genetic Disorders
 
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...Summit Health
 
Genetic Resources
Genetic ResourcesGenetic Resources
Genetic Resourcescphcosu
 
Role of primary physicians in early detection of cancer
Role of primary physicians in early detection of cancerRole of primary physicians in early detection of cancer
Role of primary physicians in early detection of cancerVivek Verma
 
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancer
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast CancerWhen to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancer
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancerbkling
 
Προσυμπτωματικός Έλεγχος Υγείας
Προσυμπτωματικός Έλεγχος ΥγείαςΠροσυμπτωματικός Έλεγχος Υγείας
Προσυμπτωματικός Έλεγχος ΥγείαςEvangelos Fragkoulis
 

Similar to Risk Clinic Module of HughesRiskApps (20)

Breast Cancer Risk Assessment: How and Why
Breast Cancer Risk Assessment:  How and WhyBreast Cancer Risk Assessment:  How and Why
Breast Cancer Risk Assessment: How and Why
 
Cancer Genetic Counseling Services
Cancer Genetic Counseling ServicesCancer Genetic Counseling Services
Cancer Genetic Counseling Services
 
2017 elsi congress panel meyer only
2017 elsi congress panel   meyer only2017 elsi congress panel   meyer only
2017 elsi congress panel meyer only
 
David Haggstrom Regenstrief Conference Slides
David Haggstrom Regenstrief Conference SlidesDavid Haggstrom Regenstrief Conference Slides
David Haggstrom Regenstrief Conference Slides
 
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal Cancer
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal CancerMarch 2016 Webinar - Lynch Syndrome & Hereditary Colorectal Cancer
March 2016 Webinar - Lynch Syndrome & Hereditary Colorectal Cancer
 
Chapter 31 genetic counselling
Chapter 31 genetic counsellingChapter 31 genetic counselling
Chapter 31 genetic counselling
 
Updates in cancer genetic testing
Updates in cancer genetic testingUpdates in cancer genetic testing
Updates in cancer genetic testing
 
Genetic Connections to Breast Cancer - February 14, 2023
Genetic Connections to Breast Cancer - February 14, 2023Genetic Connections to Breast Cancer - February 14, 2023
Genetic Connections to Breast Cancer - February 14, 2023
 
Integrating Genomic Medicine into Patient Care with Trish Brown, MS, CGC
Integrating Genomic Medicine into Patient Care with Trish Brown, MS, CGCIntegrating Genomic Medicine into Patient Care with Trish Brown, MS, CGC
Integrating Genomic Medicine into Patient Care with Trish Brown, MS, CGC
 
China v1
China v1China v1
China v1
 
HOPES Referral Packet.10.16
HOPES Referral Packet.10.16HOPES Referral Packet.10.16
HOPES Referral Packet.10.16
 
Hopes Provider - Patient referral packet
Hopes Provider - Patient referral packetHopes Provider - Patient referral packet
Hopes Provider - Patient referral packet
 
All in the Family: Using Family Health History to Identify and Support Women ...
All in the Family: Using Family Health History to Identify and Support Women ...All in the Family: Using Family Health History to Identify and Support Women ...
All in the Family: Using Family Health History to Identify and Support Women ...
 
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...
Breast Cancer Prevention - Modifiable Lifestyle Factors - Diana N. Addis, MD,...
 
Komen Webinar on Genetics and Breast Cancer
Komen Webinar on Genetics and Breast CancerKomen Webinar on Genetics and Breast Cancer
Komen Webinar on Genetics and Breast Cancer
 
Genetic Resources
Genetic ResourcesGenetic Resources
Genetic Resources
 
Human-centred design to improve healthcare
Human-centred design to improve healthcareHuman-centred design to improve healthcare
Human-centred design to improve healthcare
 
Role of primary physicians in early detection of cancer
Role of primary physicians in early detection of cancerRole of primary physicians in early detection of cancer
Role of primary physicians in early detection of cancer
 
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancer
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast CancerWhen to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancer
When to Consider Multi-Gene Testing in Early-Stage and Metastatic Breast Cancer
 
Προσυμπτωματικός Έλεγχος Υγείας
Προσυμπτωματικός Έλεγχος ΥγείαςΠροσυμπτωματικός Έλεγχος Υγείας
Προσυμπτωματικός Έλεγχος Υγείας
 

Recently uploaded

Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatorenarwatsonia7
 
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...narwatsonia7
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...narwatsonia7
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...Neha Kaur
 
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...narwatsonia7
 
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoybabeytanya
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call girls in Ahmedabad High profile
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...astropune
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsGfnyt
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 

Recently uploaded (20)

Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service CoimbatoreCall Girl Coimbatore Prisha☎️  8250192130 Independent Escort Service Coimbatore
Call Girl Coimbatore Prisha☎️ 8250192130 Independent Escort Service Coimbatore
 
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...High Profile Call Girls Coimbatore Saanvi☎️  8250192130 Independent Escort Se...
High Profile Call Girls Coimbatore Saanvi☎️ 8250192130 Independent Escort Se...
 
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...Bangalore Call Girls Hebbal Kempapura Number 7001035870  Meetin With Bangalor...
Bangalore Call Girls Hebbal Kempapura Number 7001035870 Meetin With Bangalor...
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
VIP Russian Call Girls in Varanasi Samaira 8250192130 Independent Escort Serv...
 
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
Top Rated Bangalore Call Girls Mg Road ⟟ 8250192130 ⟟ Call Me For Genuine Sex...
 
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCREscort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
 
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night EnjoyCall Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
Call Girl Number in Panvel Mumbai📲 9833363713 💞 Full Night Enjoy
 
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
Call Girls Service Navi Mumbai Samaira 8617697112 Independent Escort Service ...
 
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
Best Rate (Hyderabad) Call Girls Jahanuma ⟟ 8250192130 ⟟ High Class Call Girl...
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual NeedsBangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
Bangalore Call Girl Whatsapp Number 100% Complete Your Sexual Needs
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 

Risk Clinic Module of HughesRiskApps

  • 1. Assessing Risks for families with inherited cancers: an introduction to a new system Kevin Hughes, MD
  • 2. OMIM: Online Mendelian Inheritance in Man 188 adult hereditary syndromes • Syndromes with at least 1 adult chronic disease: - Benign 153 - Cancer 32 - Cancer plus benign 3 Scheuner (Am J Med Gen, 2004)
  • 3. Adult hereditary syndromes: 188 Scheuner (Am J Med Gen, 2004)
  • 4. 13 years of genetic testing • BRCA1/2 mutation carriers in the US - ~1,000,000 • Number identified to date - ~50,000 (~5%) This is likely the best of any adult hereditary syndrome
  • 5. Problems to solve • Most high risk women are not being identified or referred for counseling • Our Risk Clinics could not manage the volume if all high risk women were referred
  • 6. Introduction and Concept • In the age of the human genome project: – Our health care system must identify women at high risk of breast and ovarian cancer and manage them appropriately – This will decrease the morbidity and mortality of these diseases
  • 7. Our solution • We have developed a system that will – allow the patient to enter her own data into a database – decrease the labor intensive effort required of clinicians • Automatic analysis • Pedigree creation • Thus – Decrease labor for staff – Decrease cost – Increase volume of patients cared for – Increase quality of care
  • 8. HughesRiskApps modules follow a simple workflow Patient data entry Clinical Decision Support (CDS) Printout with suggested actions Clinician editing/enhancing Clinical Decision Support (CDS) Generate orders and documents
  • 9. Large scale methods • More high risk women identified – Integration of effective FH into workflow • More women cared for by the Risk Clinic – Increased efficiency of risk counselor
  • 10. Large scale methods • More high risk women identified – Integration of effective FH into workflow • More women cared for by the Risk Clinic – Increased efficiency of risk counselor
  • 11. HughesRiskApps allows input to a central database from multiple sources Desktop Website iPad
  • 13. Patient can enter her own data using a simple iPad/Tablet PC interface • Requiring little or no help from the staff, patients enter their own data. • ~5th Grade Reading Level • Available in English, Spanish and Portuguese Sample screenshots follow
  • 14.
  • 16. Tablet questions available in Portuguese
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25. Data Entry via Website
  • 27. Surgeon General Data Entry • My Family Health Portrait allows patients to enter family history data – Data saved as an HL7 message – Data saved to HealthVault via HL7
  • 28. Data Entry via Website Web interface available
  • 29. Staff Data Entry Through Desktop Interface
  • 30. The staff can enter or edit patient data using a simple Desktop interface
  • 31. Clinical Decision Support •Immediate actions –BRCAPRO, Tyrer Cuzick •Radiologist shown who is high risk –Patient receives written guidance •Letter suggesting they make an appt •Information sheet •Weekly –Letter sent to patient and PCP
  • 32. Large scale methods • More high risk women identified – Integration of FH into normal clinic workflow • More women cared for by the Risk Clinic – Increased efficiency of risk counselor
  • 33. Next challenge: • Minimize clinician work • Minimize redundant data entry • Minimize dictation and editing Improve efficiency in the RiskImprove efficiency in the Risk Clinic to manage the influx ofClinic to manage the influx of patientspatients
  • 34. Newton Wellesley Hospital Breast Center 4/1/2007 to 12/01/2010 49,758 unique family histories Breast Center Breast Imaging 2,255 referred for counseling ≥10% risk of mutation
  • 35. Current Approach Patient provides family history Data into CAGENE Data into Progeny Assess risk level Face to Face counseling Letters/Notes generated
  • 36. Current Approach Patient provides family history 0 to 10 minutes Data into CAGENE 5 to 10 minutes Data into Progeny 10 to 20 minutes Assess risk level 5 to 10 minutes Face to Face counseling 30 to 60 minutes Letters/Notes generated 20 to 40 minutes 70 to 150 minutes
  • 37. RiskApps Patient provides family history 0 minutes Data into CAGENE 0 minutes Data into Progeny 0 minutes Assess risk level 5 minutes Face to Face counseling 30 to 60 minutes Letters/Notes generated 10 minutes 45 to 75 minutes
  • 38. Patient enters more detailed family history via a second level Tablet PC interface
  • 39. Details about each family member are collected
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45. Desktop Application for the Risk Counselor
  • 46. Data from Tablet available for review, editing and enhancement by the risk counselor: table interface
  • 48. Additional risk factors are edited/enhanced
  • 49. BRCA and other genetic test results can be easily recorded
  • 50. Choose type of panel (Breast, colon, cardiac, etc.) and the available test can be selected
  • 53. Counselor can link families seen before to the current patient
  • 54. Risk algorithms run • Pedigree shows risk of mutation by BRCAPRO run for each family member
  • 55. BRCAPRO has been run for each relevant family member, with the risk of mutation shown for each
  • 56. Suggests what to do next (Test a relative)
  • 57. Genetic Testing recommendations can be changed by the user
  • 58. Suggests which relative to test in order of likelihood of mutation
  • 59. Myriad, Tyrer-Cuzick and BRCAPRO results are shown with the ability to use the slider to set the clinician’s decision as to the risk of mutation
  • 60. 60 Risk of breast cancer over time shown for each model
  • 61. Lifetime risk of breast cancer shown if tested positive, or tests negative by BRCAPRO
  • 62. Lifetime risk of ovarian cancer Lifetime risk of ovarian cancer shown if tested positive, or tests negative by BRCAPRO
  • 63. Switch perspective to consider the BRCA2 case
  • 64. Gail model results are displayed
  • 65. Claus model results are displayed
  • 66. Myriad model results are displayed
  • 68.
  • 69.
  • 71. Clinical Decision support suggests alternative syndromes in order of likelihood
  • 72. Clinical Decision support shows manifestations of selected syndrome
  • 73.
  • 74. Buttons open specific OMIM Website and Genetests Website
  • 75. Find all mutation carriers Selective Testing Cascade Testing of family members Mutation Found
  • 76. Cascade testing of relatives of mutation positive patients • Help document the testing of family members • Shows number tested vs number of living relatives age 18 or older with a mutation risk of 10% or greater
  • 77.
  • 78. Generates multiple documents, saving time on dictation and cost of transcription • Letter to referring doctor • Letter to the patient • Progress note for chart • Letter to relatives who need testing • Letter of Medical Necessity for insurance company – Justify genetic testing – Justify MRI
  • 79. Letter to the patient
  • 80.
  • 81.
  • 82. Letter for patient to give to her relative who needs testing
  • 83. Letter to relative includes list of testing centers in her area
  • 84.
  • 85. Letter to the referring doctor
  • 86.
  • 87.
  • 88.
  • 89. Reports generated at the click of a button
  • 90. HughesRiskApps complies with the HL7 standard • Data can be shared with any HL7 compliant software • Data can be uploaded or downloaded to any EHR that has a complete family history section and that is HL7 compliant – None currently exist but EHR vendors are likely to improve their product to this level soon
  • 91. HughesRiskApps can help move us into the Genomic Age on a population level • More high risk women identified – Integration of FH into normal clinic workflow • More women cared for by the Risk Clinic – Increased efficiency of risk counselor
  • 92. References • Scheuner 2004 AmJMedGenSeminars Contribution Of Mendelian Disorders To Common Chronic Disease •   • Hughes KS, Roche CA, Campbell CT, Siegel N, Salisbury L, Chekos A, Katz MS, Edell E. Prevalence of Family History of Breast and Ovarian Cancer in a Single Primary Care Practice Using a Self-Administered Questionnaire. The Breast Journal 9: 19-25. •   • Jones JL, Hughes KS, Howard-McNatt M, Kopans DB, Moore RH, Hughes SS, Lee NY, Roche CA, Siegel N, Gadd MA, Smith BL, Michaelson JS.  Evaluation of Hereditary Risk in a Screening Mammography Population.  Clinical Breast Cancer 6(1): 38-44. •   • Shabo A and Hughes, KS. Family History Information Exchange Services Using HL7 Clinical Genomics Standard Specifications. Int'l Journal on Semantic Web & Information Systems 1(4): 42-65 •   • Dominguez FJ, Jones JL, Zabicki K, Smith BL, Gadd MA, Specht MC, Kopans DB, Moore RH, Michaelson JS, Hughes KS.  Prevalence of Hereditary Breast/Ovarian Cancer Risk in Patients with a Personal History of Breast or Ovarian Cancer in a Mammography Population  Cancer 2005; 104: 1849-53.   • Dominguez  FJ, Lawrence C, Halpern EF, Drohan B, Grinstein G, Black DM, Smith BL, Gadd MA, Specht MC, Kopans DB, Moore RH, Hughes SS, Roche CA, Hughes KS. Accuracy of Self- Reported Personal History of Cancer in an Outpatient Breast Center.  J Gen Counseling, 2007

Editor's Notes

  1. should I add some text or picture?
  2. UPDATED
  3. Data has been collected on 25,763 patients either by direct data entry by the mammography techs or Tablet PC using a self administered questionnaire. This has been accomplished without additional staff. Risk calculations using established models (BRCAPRO, Myriad) are run immediately. Patients with a 10% or greater risk of a BRCA1/2 mutation are informed and counseling is recommended. Genetic testing has increased 5-fold. Major bottleneck is risk counseling staff. We have only seen about 200 patients in the risk clinic so far from this approach. We are looking to hire more counseling staff. We are now collecting information on results of testing. Our next step will be to develop a similar program for colorectal risk identification and management (We already collect the data, but have not had the structure to take advantage of it as of yet).
  4. Kept the V2 printscreen behind the new one
  5. updated
  6. updated
  7. Update GENETIC TESTING COMBO BOX!
  8. updated
  9. UPDATED
  10. UPDATED
  11. CHANGE IT!!!! NEEDS NEW PRINTSCREEN
  12. UPDATED
  13. Updated V2
  14. UPDATED
  15. UPDATED
  16. Updated V2
  17. updated
  18. Updated V2
  19. Updated V2
  20. Updated V2