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brian m. bot | principal scientist |
2016 june 06
sage bionetworks
ohsu oncology retreat
mobile technologies:
riding the hype cycle together
sage bionetworks
sage bionetworks
promote open systems, incentives, and norms
to redefine how complex biological data is
gathered, shared, and used
our approach
sage bionetworks
engage diverse communities of researchers
around biological and analytical problems
too complex for a single institution
our focus
empower citizens to track their own health
and contribute deep phenotypic data to
research topics important to them
CRC Subtyping Consortium
DREAM Challenges
Progenitor Cell Biology Consortium
TCGA Pan-Cancer Consortium
CommonMind Consortium
PsychENCODE
Accelerating Medicines Partnership
Resilience Project
M2OVE-AD Consortium
Dengue Fever
LINCS project
Oncology Molecular Classifiers
Next Gen Scientific Publishing
Mozilla Science Labs
sage bionetworks
public / private partnership between NIH,
10 biopharmaceutical companies
and several non-profit organizations
Accelerating Medicines Partnership
($ Millions)
Total
Project
Total NIH
Total
Industry
Alzheimer’s
Disease
129.5 67.6 61.9
Type 2
Diabetes
58.4 30.4 28
Rheumatoid
Arthritis
41.6 20.9 20.7
TOTAL 229.5 118.9 110.6
Accelerating Medicines Partnership
Target
Discovery
Target
Discovery
Target
Discovery
Target
Discovery
Target
Validation
Target
Validation
Target
Validation
Target
Validation
Shared
Information for
Target Identification
coordinate sharing of early-phase
target identification insights
Accelerating Medicines Partnership
AMP-AD
Collaborative
Workspace
Quarterly
Depositions
Broad/
RUSH
Mt.
Sinai
U Fl/
ISB/
Mayo
Emory
Sage
Other
Partners
Individual Partner Workspaces AMP-AD
Data Portal
Consortium Space
Public space
AMP-AD Synapse
Project Structure
Accelerating Medicines Partnership
CRC Subtyping Consortium
DREAM Challenges
Progenitor Cell Biology Consortium
TCGA Pan-Cancer Consortium
CommonMind Consortium
PsychENCODE
Accelerating Medicines Partnership
Resilience Project
Dengue Fever
LINCS project
Oncology Molecular Classifiers
Next Gen Scientific Publishing
Mozilla Science Labs
sage bionetworks
M2OVE-AD Consortium
analysis of:
12 tumor types
6 molecular profiling platforms
TCGA Pan-Cancer Consortium
18NPG papers
68core projects
248researchers
28institutions
1070datasets
1723results
TCGA Pan-Cancer Consortium
TCGA Pan-Cancer Consortium
CRC Subtyping Consortium
DREAM Challenges
Progenitor Cell Biology Consortium
TCGA Pan-Cancer Consortium
CommonMind Consortium
PsychENCODE
Accelerating Medicines Partnership
Resilience Project
Dengue Fever
LINCS project
Oncology Molecular Classifiers
Next Gen Scientific Publishing
Mozilla Science Labs
sage bionetworks
M2OVE-AD Consortium
CRC Subtyping Consortium
A
B
C
D
E
F
1
2
3
4
5
6
expert team data subtype
CRC Subtyping Consortium
A
B
C
D
E
F
1
2
3
4
5
6
...
expert team data subtype
CRC Subtyping Consortium
doi:10.1038/nm.3967 doi:10.7303/syn2623706
CRC Subtyping Consortium
sage bionetworks
engage diverse communities of researchers
around biological and analytical problems
too complex for a single institution
our focus
empower citizens to track their own health
and contribute deep phenotypic data to
research topics important to them
Healthmobile
Healthm
move beyond insular health tracking
move beyond insular health tracking
nearly 200 million smart phone users in US
>75%
how to balance desire to share w/
importance of privacy?
2013 september
2015 march
the hype cycle
the hype cyclelaunching
participant-centered consent
changeable by participant
~75k participants across all studies
>70% opted to share broadly
36
mPower
passive
measures
gps -
displacement
vectors
gps -
displacement
vectors
- -
structured
activities
tapping
activity
walking/
standing
activity
voice activity
memory
game
surveys
MDS-UPDRS
PDQ8
MDS-UPDRS
PDQ8
MDS-UPDRS
PDQ8
MDS-UPDRS
PDQ8
four symptoms of PD
motor
initiation
gait/balance hypophonia memory
motor
initiation
gait/balance hypophonia memory
mPower activities
x
y
z
userAcceleration
gravity
rotationRate
attitude
device motion readings at 100 hz
gait / balance
gait / balance
Monty Python's The Flying Circus
gait / balance
mPower six month data release
9,520 unique participants
8,320 completed at least one task
198,639 total activities and surveys completed
1,087 self reported parkinson diagnosis
mPower six month data release
task name
type of task and
schedule
unique
participants
unique tasks
demographics survey - once 6,805 6,805
MDS-UPDRS survey - monthly 2,024 2,305
PDQ8 survey - monthly 1,334 1,641
memory activity - t.i.d. 968 8,569
tapping activity - t.i.d. 8,003 78,887
voice activity - t.i.d. 5,826 65,022
walking activity - t.i.d. 3,101 35,410
mHealth research communityParkinson
mHealth research communityParkinson
Parkinson’s Disease Foundation
Eli Lilly
AstraZeneca
Apple
Verily
Intel
Infocepts
Posit Science
MIT
The Ohio State University
University of Otago
University of Texas Health Science Center
Istanbul Sehir University
University of Iowa
University of Virginia
University of Toronto
Johns Hopkins University
Vanderbilt University
University of Rochester
McGill University
Xi'an Jiaotong University
University of Washington
Harvard University
mHealth research communityParkinson
leverage publicly available data
incorporate modules into phase I clinical trial w/ custom
scheduling
initial training / testing done in person
follow ups done remotely by participants
mHealth research communityParkinson
mHealth research community
riding the
hype cycle
together
brian m. bot
————————
principal scientist
community manager
brian.bot@sagebase.org
@BrianMBot
thank you
sage bionetworks
Parkinson mHealth research community
Parkinson mHealth research community
Parkinson mHealth research community
Parkinson mHealth research community

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