enabling communities of researchers working together across institutional boundaries

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brian m. bot | sage bionetworks | @BrianMBot mayo clinic - 2015 jan 28 enabling communities of researchers working together across institutional boundaries

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Page 1: enabling communities of researchers working together across institutional boundaries

brian m. bot | sage bionetworks | @BrianMBot

mayo clinic - 2015 jan 28

enabling communities of researchers working together across institutional boundaries

Page 2: enabling communities of researchers working together across institutional boundaries

sage bionetworks~40 FTEs

1/2 research - 1/3 platform - 1/6 leadership/support

Page 3: enabling communities of researchers working together across institutional boundaries
Page 4: enabling communities of researchers working together across institutional boundaries

sage bionetworks

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

focused on a world where biomedical research will fundamentally change to be more open and collaborative

supports communities of researchers working collaboratively across disciplines

Page 5: enabling communities of researchers working together across institutional boundaries

focused on a world where biomedical research will fundamentally change to be more open and collaborative

open

sage bionetworks

Page 6: enabling communities of researchers working together across institutional boundaries

open access

focused on a world where biomedical research will fundamentally change to be more open and collaborative

sage bionetworks

Page 7: enabling communities of researchers working together across institutional boundaries

accessibility

focused on a world where biomedical research will fundamentally change to be more open and collaborative

sage bionetworks

Page 8: enabling communities of researchers working together across institutional boundaries

open access

focused on a world where biomedical research will fundamentally change to be more open and collaborative

sage bionetworks

Page 9: enabling communities of researchers working together across institutional boundaries

open science

focused on a world where biomedical research will fundamentally change to be more open and collaborative

sage bionetworks

Page 10: enabling communities of researchers working together across institutional boundaries

science

focused on a world where biomedical research will fundamentally change to be more open and collaborative

sage bionetworks

Page 11: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

focused on a world where biomedical research will fundamentally change to be more open and collaborative

supports communities of researchers working collaboratively across disciplines

sage bionetworks

Page 12: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

tool for collaborative

science

re-imagined informed consent

patients as

partners

sage bionetworks

Page 13: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

enables sharing of all resources (data, code, results) and their relationships to one another

provides mechanism to communicate in real time instead of only at time of publication

supports open scientific collaborations for clear, reproducible science

sage bionetworks

Page 14: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

enables sharing of all resources (data, code, results) and their relationships to one another

sage bionetworks

Page 15: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

open RESTful APIs

www.synapse.org

programmatic clients

Page 16: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

distributed & versioned file system rich annotations (metadata) customizable schemas for structured data agnostic to storage solution (cloud, local server, etc.)

wiki authoring

access controls (share whatever with whomever)

Page 17: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

User registration/certification User agreement to

Terms and Conditions of Use Data Use Procedure Data privacy Policy

User certification

Removal of direct identifiers Tier access Login requirement, encryption in and out, firewalls IT policy Training- Auditing- Monitoring Consequences for violation (intentional or not)

Synapse Governancea complete process

Page 18: enabling communities of researchers working together across institutional boundaries

tool for collaborative

science

re-imagined informed consent

patients as

partners

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

Page 19: enabling communities of researchers working together across institutional boundaries

“biomedical research needs to empower patients with the voice and the tools they need to manage their health, understand their disease and partner in research”

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

patients as partners

Page 20: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

“participants will be provided real-time graphical representations of their data, access to their own data at

will (to provide to healthcare professionals, donate to other studies, etc.), and also research notifications when new

insights are available”

sharing two ways

Page 21: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

Page 22: enabling communities of researchers working together across institutional boundaries

tool for collaborative

science

re-imagined informed consent

patients as

partners

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

sage bionetworks

Page 23: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

written by a doctor reviewed by a lawyer edited by a committee

sage bionetworks

Page 24: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

interaction design prioritizes the user and the experience

patient-centered consent (pcc) toolkit

sage bionetworks

Page 25: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

deploy consent as a process via mobile, web

patient-centered consent (pcc) toolkit

sage bionetworks

Page 26: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

assist informedness for complex documents

patient-centered consent (pcc) toolkit

sage bionetworks

Page 27: enabling communities of researchers working together across institutional boundaries

icons representing concepts

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

patient-centered consent (pcc) toolkit

sage bionetworks

Page 28: enabling communities of researchers working together across institutional boundaries

sage bionetworks

metadata&

survey&

sensor&tasks&

wearables&

Consent&Toolkit&

Bridge&Server&

Synapse&

Stores&study&data&Assigns&study&code&De<iden=fies&&Syndicates&

Consent&Data&capture&No=fica=ons&

Study<specific&folder&Auto<deposit&aAer&embargo&period&Authorized&users&

Page 29: enabling communities of researchers working together across institutional boundaries

a non-profit organization which pilots a variety of components that are necessary to build a scientific research commons

focused on a world where biomedical research will fundamentally change to be more open and collaborative

supports communities of researchers working collaboratively across disciplines

sage bionetworks

Page 30: enabling communities of researchers working together across institutional boundaries

supports communities of researchers working collaboratively across disciplines

end game is not collaboration

Page 31: enabling communities of researchers working together across institutional boundaries

supports communities of researchers working collaboratively across disciplines

do good research

Page 32: enabling communities of researchers working together across institutional boundaries

supports communities of researchers working collaboratively across disciplines

impact on health

Page 33: enabling communities of researchers working together across institutional boundaries

collaboration around common data

collaboration around common question

Page 34: enabling communities of researchers working together across institutional boundaries

“systematic exploration of the entire spectrum of genomic changes involved in

more than 20 types of human cancer”

Page 35: enabling communities of researchers working together across institutional boundaries

TCGA Pan-Cancer Consortium

analysis of: 12 tumor types 6 molecular profiling platforms

Page 36: enabling communities of researchers working together across institutional boundaries

18NPG papers

68core projects248

researchers

28institutions

1070datasets1723

results

TCGA Pan-Cancer Consortium

Page 37: enabling communities of researchers working together across institutional boundaries

TCGA Pan-Cancer Consortium

Page 38: enabling communities of researchers working together across institutional boundaries

TCGA Pan-Cancer Consortium

Page 39: enabling communities of researchers working together across institutional boundaries

doi:10.7303/syn1710680.4

TCGA Pan-Cancer Consortium

Page 40: enabling communities of researchers working together across institutional boundaries

CommonMind Consortium

large public / private partnership

phase I: prefrontal cortex

~300 SCZ, 300 control, 60 BD

processing pipelines developed in collaboration between sage and mssm

public release: February 2015

Page 41: enabling communities of researchers working together across institutional boundaries

CommonMind Consortium

public release: February 2015

Page 42: enabling communities of researchers working together across institutional boundaries

CommonMind Consortium

public release: February 2015

Page 43: enabling communities of researchers working together across institutional boundaries

CommonMind Consortium

public release: February 2015

Page 44: enabling communities of researchers working together across institutional boundaries

collaboration around common data

collaboration around common question

Page 45: enabling communities of researchers working together across institutional boundaries

CRC Subtyping Consortium

Page 46: enabling communities of researchers working together across institutional boundaries

A

B

C

D

E

F

1

2

3

4

5

6

CRC Subtyping Consortiumexpert team data subtype

Page 47: enabling communities of researchers working together across institutional boundaries

A

B

C

D

E

F

1

2

3

4

5

6

...

CRC Subtyping Consortiumexpert team data subtype

Page 48: enabling communities of researchers working together across institutional boundaries

CRC Subtyping Consortium

Page 49: enabling communities of researchers working together across institutional boundaries

collaborative analyses

cloud-based file storage

CRC Subtyping Consortium

Page 50: enabling communities of researchers working together across institutional boundaries

code associated with results

CRC Subtyping Consortium

Page 51: enabling communities of researchers working together across institutional boundaries

CRC Subtyping Consortium

Page 52: enabling communities of researchers working together across institutional boundaries

collaboration around common data and question

Page 53: enabling communities of researchers working together across institutional boundaries

public / private partnership between NIH, 10 biopharmaceutical companies

and several non-profit organizations

Accelerating Medicines Partnership

Page 54: enabling communities of researchers working together across institutional boundaries

Accelerating Medicines Partnership

($ Millions) Total Project Total NIH Total

IndustryAlzheimer’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

Page 55: enabling communities of researchers working together across institutional boundaries

Accelerating Medicines Partnership

mt sinai mayo / ufl / isb

broad / rush emory

integrated network analysis target discovery

300 case-control rnaseq, genotype, clinical

1000 case-control rnaseq, methylation, genotype, clinical

300 ad, tauopathy, control rnaseq, clinical

200 AD, MCI, control Proteomic, clinical data

Page 56: enabling communities of researchers working together across institutional boundaries

Accelerating Medicines Partnership

iPS neurons and astrocytes Mouse hippocamal slices Drosophila model

Genetic analysis aB and Tau mouse models rAAV delivered models

Proteomics Cultured neurons & astrocytes iPS compound screens

Proteomics Cell Culture, Mouse Models Drosophila model

mt sinai mayo / ufl / isb

broad / rush emory

target validation

2

3

5

12

Page 57: enabling communities of researchers working together across institutional boundaries

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

Page 58: enabling communities of researchers working together across institutional boundaries

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

Page 59: enabling communities of researchers working together across institutional boundaries

increasingly decentralized research ecosystem

Page 60: enabling communities of researchers working together across institutional boundaries

democratization of research

cloud infrastructure

gov’t agencies and public pushing for > sharing

increasingly decentralized research ecosystem

Page 61: enabling communities of researchers working together across institutional boundaries

mayo clinic - 2015 jan 28

brian m. bot ——————

[email protected] @BrianMBot

sage bionetworks

enabling communities of researchers working together across institutional boundaries