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Project HERCULES: A
Duchenne UK Global
Collaboration for
evidence	
Josie	Godfrey	
A	Rare	International	Dialogue	
Toronto,	May	2019
Workshop programme
•  Introductions	
•  Aims	of	the	workshop		Introduction	
• Requirements	for	HTA,	challenges	for	rare	diseases	
• DISCUSSION:	
HTA	challenges	in	
rare	diseases	
• Introduction	to	Project	HERCULES'	paradigm	
• Emerging	findings		
• DISCUSSION:	benefits	and	challenges	for	collaboration	in	your	
disease	area/country	
Project	HERCULES	
• Challenges	and	successes	in	data	sharing		
• FAIR	principles	for	data	sharing	
• DISCUSSION:	data	sharing	challenges	and	state	of	data	in	different	
disease	areas.		
Data	sharing
Have	you	been	involved	in	a	Health	Technology	Assessment?	
	
Have	you	had	experience	of	collaborations	for	data?
Aims of the workshop
1.  Learn	about	Duchenne	UK’s	Project	HERCULES,	a	ground-breaking	international	project	
creating	a	new	paradigm	for	collaboration	for	Health	Technology	Assessment	in	Duchenne	
Muscular	Dystrophy	(DMD)	and	related	projects	that	aim	to	improve	every	step	of	the	drug	
development	pathway.		
2.  Understand	what	is	needed	for	Health	Technology	Assessment	
3.  Understand	the	challenges	for	rare	diseases	and	the	potential	benefits	of	collaborating	in	
your	disease	area.	
4.  Explore	the	potential	challenges	and	barriers	to	collaboration	for	evidence	in	your	disease	
area.	
5.  Consider	the	challenges	of	data	sharing	and	the	potential	benefits	of	ensuring	research	
you	fund	aligns	with	FAIR	principles	for	data	–	making	them	findable,	accessible,	
interoperable	and	reusable.
HTA for rare diseases
Summary of Drug Development Process
Different roles, different questions
Regulators:	Licence	
•  Is	the	treatment	safe	(enough)?	
•  Does	the	treatment	work?	
•  Is	the	treatment	be	produced	to	a	
consistently	high	quality?	
Payers	&	Health	Technology	
Assessment	
•  How	effective	is	the	treatment?	
•  Is	the	treatment	good	value	for	
money?	
•  Is	the	treatment	affordable?
Health Technology Assessment
HTA	is	a	multidisciplinary	process	that	summarises	information	about	
the	medical,	social,	economic	and	ethical	issues	related	to	the	use	of	a	
health	technology	in	a	systematic,	transparent,	unbiased,	robust	
manner.	*	
	
	
	
	
*EUNetHTA	definition
In	many	countries,	new	treatments	for	DMD	and	other	rare	diseases	will	likely	be	
appraised	by	Health	Technology	Assessment	bodies	such	as	NICE	or	CADTH	
HTA	bodies	look	at	the	costs	and	benefits	of	a	new	treatment.		
Some	look	at	the	cost-effectiveness	of	a	new	treatment	and,	increasingly	the	
affordability	or	budget	impact	is	taken	into	account.		
Fore	example,	NICE	is	interested	in	the	impact	of	a	new	treatment	on	Quality	of	Life	
§ 	How	many	Quality	Adjusted	Life	Years	(QALYs)	will	a	new	treatment	provide	
compared	to	existing	treatment	options?	How	will	the	clinical	trial	results	translate	to	
the	real	world?	
§ How	much	do	these	additional	QALYs	cost?		
§ Is	the	new	treatment	cost-effective	within	NICE	thresholds?	
§ What	is	the	budget	impact?	Is	that	affordable	to	the	NHS?	
The Health Technology Assessment Hurdle
Evidence challenges for rare diseases
Many	new	treatments	for	rare	and	very	rare	conditions	are	not	cost-effective	based	on	HTA	
methods	designed	for	more	common	diseases	or	even	in	programmes	such	as	NICE’s	HST.	
	
There	is	often	limited	evidence	available.		Challenges	include:		
•  Small,	heterogeneous	populations	
•  Short	duration	of	follow-up	studies	compared	to	anticipated	long	term	benefits		
•  Limited	scientific	understanding/consensus	on	clinical	endpoints	
•  Limited	hard	clinical	outcomes	such	as	survival		
•  Limited	natural	history	data,	globally	spread	
•  Lack	of	consensus/data	on	comparators	
•  Limited	tools	for	measuring	paediatric	Health	related	Quality	of	Life		
•  Caregiver	burden	not	adequately	measured
What do we need to prepare
for HTA?
In	order	to	prepare	for	HTA	companies	will	need:	
•  An	understanding	of	treatment	pathways	
•  Systematic	reviews	of	the	evidence	of	
•  Comparator	treatment	efficacy	/	effectiveness	
•  Utility	data	
•  Resource	use	data	
•  Data	on	the	burden	of	illness	to	inform	discussions	/	populate	an	
economic	model	
•  Evidence	to	fill	any	gaps	e.g.	utility	mappings,	registry	analysis,	
etc.	
•  An	economic	model	
•  A	publication	of	the	model	with	product	specific	data	
•  Clinicians	and	patient	organisations	will	contribute	evidence	to	
inform	these	and	may	also	be	expected	to	provide	additional	
evidence	to	HTA	agencies.
DISCUSSION: Evidence checklist
Availability	 Coverage	 Quality		
An	understanding	of	treatment	pathways	and	natural	
history	
Systematic	reviews	of	the	evidence	of	
Comparator	treatment	efficacy	/	effectiveness	
Utility	data	
Resource	use	data	
Data on the burden of illness to inform discussions /
populate an economic model
Evidence	to	fill	any	gaps	e.g.	utility	mappings,	registry	
analysis,	etc
An	economic	model	
A	publication	of	your	model	with	your	data	(product	
specific)
What does it cost to go it alone?
£200,000	to	£400,000	per	company	per	product	for	the	basic	suite	of	materials		
BUT	
May	not	have	access	to	best	data	and	best	expertise	
Limited	pool	of	patients	and	clinical	experts	in	rare	diseases	
§ difficult	for	them	to	engage	with	all	companies	
§ Participation	fatigue?
How could working together get past
some of these issues?
•  It	would	be	possible	to	have	larger	overall	budgets	for	a	more	thorough	study	(and	a	lower	cost	per	
company)	versus	a	basic	study	undertaken	by	a	company	independently	
•  Cost	for	one	company	=	£100,000	
•  Cost	for	four	companies	=	£50,000	each,	£200,000	in	total	
•  This	is	also	a	benefit	given	as	of	the	four	drugs,	not	all	are	likely	to	make	it	to	market	
•  Credibility	is	increased	by	broader	review,	and	being	more	impartial	versus	a	single	company	study	
•  As	a	collective,	companies	are	able	to	access	leading	experts	who	may	be	reluctant	to	connect	with	a	
single	company	
•  Patient	groups	are	able	to	more	easily	and	willingly	engage	with	a	collaboration	
•  By	working	together,	repetition	of	efforts	may	be	avoided	and	materials		
may	be	made	available	in	advance	of	when	they	are	required
And then there’s the ethics …
•  To	collect	data	from	patients	and	then	not	let	it	be	used	it	is	difficult	to	justify	
•  Patients	enter	trials	and	risk	their	own	health,	to	help	patients	like	them	
•  Placebo	arm	data	and	data	from	products	that	will	no	longer	be	developed	
•  Data	on	non-sensitive	areas	such	as	patient	height	and	weight	should	be	able	to	be	shared	
•  This	has	been	implicitly	recognised	by	the	pharma	industry	with	initiatives	like	Project	Data	
Sphere	(https://www.projectdatasphere.org/)	
•  Transparency	is	also	valued	by	HTA	agencies,	patients	and	the	public
Examples of collaboration in practice
•  Diabetes	
•  The	CORE	diabetes	model	has	many	companies	involved	
•  Mount	Hood	meetings	are	an	example	of	joint	working	
•  Rheumatoid	arthritis	
•  By	the	use	of	a	broadly	standardised	model	(the	BRAM	–	Birmingham	Rheumatoid	
Arthritis	Model),	input	values	can	be	used	in	competitor	models	
•  Although	companies	keep	independently	rebuilding	the	model	framework,	at	least	it	saves	
having	to	conceptualise	it	each	time	
•  Open	source	modelling	
•  A	small	movement,	but	growing	
•  Various	models	are	now	available	freely,	particularly	in	RA	
•  Duchenne	Muscular	Dystrophy	
•  Project	HERCULES
When is collaboration likely to happen?
•  Previously	under	studied	areas	(rare	diseases)	where	substantial	investment	is	needed	in	
developing	the	evidence	base	for	HTA	
•  Well	established	diseases	(e.g.	diabetes,	hypertension,	depression),	but	not	many	
companies	are	investing	here	
•  Where	multiple	companies	are	developing	products	i.e.	at	an	early	stage	
•  With	smaller	companies	who	have	fewer	internal	people	
•  General	epidemiology	studies	
•  Maybe	literature	reviews	(may	also	need	bespoke	SLRs)	
•  Registries	
•  Mapping	different	stages	of	disease	
•  Finite	patient	populations	–	competition	for	patients	limits	opportunity	to	gather	
evidence	
•  Understanding	broader	definitions	of	value	–	Quality	of	Life,	Burden	of	Illness	
•  Strong	patient	organisations	able	to	help	drive	work
When is collaboration less likely?
• Where	there	are	marketed	products	in	direct	competition	
• Companies	will	be	in	competition	for	market	share,	with	data	an	a	tool	
to	do	this	
• When	there	is	a	monopoly		
• No	companies	available	for	collaboration	
• Where	companies	are	far	apart	in	timings	
• Companies	entering	Phase	II	will	have	different	needs	to	those	finishing	
Phase	III	which	may	not	be	compatible	with	collaboration	
• Where	there	are	competition	concerns	
• Companies	must	tread	carefully	where	there	are	legal	ramifications	–	a	
formal	collaboration		
should	be	set	up	to	avoid	any	accusations	of	collusion	/	price	fixing
Patient involvement in HTA
20
What can patients bring to HTA?
21
	
“Without	the	patient’s	
voice,	it’s	easier	to	be	a	
little	bit	more	dismissive	if	
you’re	looking	at	clinical	
data…	rather	than	
hearing	what	effect	it	had	
on	the	individual	patient.”
What can patients bring to HTA?
•  Evidence	and	experience	
•  Patient	group	submissions	can	include	a	combination	of	qualitative	and	quantitative	
evidence	and	experiential	knowledge	about:	
•  The	condition	in	question	–	particularly	aspects	of	the	disease	not	well	captured	by	standard	tools	
•  The	treatment	in	question		
•  Patient	stories	describing	the	impact	of	the	condition	
•  Individual	patients	can	bring	experiential	knowledge	which	can	provide	a	fresh	perspective	
on	the	evidence.		Subjective	stories	of	personal	experience	can	help	committee	members	
better	understand	the	real	impact	of	a	condition.		
22
What can patient organisations actually
do?
•  Drive	evidence	generation	e.g.	Project	HERCULES,	MPS	Society	UK,		
•  Produce	a	detailed	written	statement	describing	the	most	important	aspects	of	the	condition	and	the	
treatment	
•  Nominate	clinical	and	patient	experts	
•  Gather	evidence	and	represent	the	views	of	patients	–	survey	members,	use	previous	research		
•  Support	patient	experts	in	preparing	for	and	attending	committee	meetings		
•  Follow	up	after	the	committee	meeting	on	behalf	of	the	patient	experts	–	raise	any	issues	that	were	
not	covered	and	comment	on	the	meeting		
•  Represent	patients	in	any	negotiations	with	NHS	England		
•  Work	with	other	patient	organisations,	particularly	on	any	awareness	campaigns	–	a	united	voice	is	
stronger	
23
What can individual patients actually
do?
•  Respond	to	questionnaires	and	contribute	to	patient	organisation	submissions	
•  Consider	giving	broad	consent	to	the	use	of	your	anonymised	data	
•  Volunteer	to	attend	committee	meetings	and	submit	personal	statements	
•  Submit	responses	to	consultation	documents	
•  Participate	in	awareness	raising	activities	
24
Patient organisation checklist
25
•  Do	you	understand	the	formal	and	informal	mechanisms	they	can	engage	with	HTA?	Are	
there	special	processes	for	rare	diseases?	
•  Do	you	understand	the	requirements	of	the	role	you	could	play	and	have	the	skills	needed?		
•  Do	you	want	to	be	involved?	
•  If	there	is	more	than	one	relevant	patient	organisation,	how	aligned	are	they?	
•  Do	clinicians	understand	the	HTA	processes?	Are	clinical	and	patient	perspectives	aligned?	
•  Are	there	evidence	gaps	that	need	to	be	addressed?	How	much	time	do	you	have	to	address	
these	gaps?	
•  How	willing	are	you	to	work	with	industry?	Are	there	multiple	companies	working	in	the	
disease	area	that	might	make	collaboration	easier?	
•  Do	you	have	the	skills	and	the	capacity	to	be	effective?
Project HERCULES
Duchenne Muscular
Dystrophy
•  Duchenne	muscular	dystrophy	(DMD)	is	a	genetic	
muscle	wasting	disease	caused	by	the	lack	of	the	
protein	dystrophin.	It	affects	the	entire	body.		
•  DMD	is	the	most	common	fatal	genetic	disease	
diagnosed	in	childhood.	The	disease	almost	always	
affects	boys,	and	they	tend	to	be	diagnosed	before	
the	age	of	5.		
•  Children	will	typically	be	wheelchair	bound	by	the	
age	of	12	and	will	be	totally	paralysed	by	their	
teens	and	they	usually	wont	live	beyond	their	20s.	
•  There	an	an	estimated	2,500	patients	in	the	UK	and	
an	estimated	300,000	sufferers	worldwide.		
•  Duchenne	muscular	dystrophy	is	classified	as	a	rare	
disease.	
•  There	are	some	licenced	treatments	and	many	in	
development
Timeline for Translarna (UK)
About Duchenne
UK
Duchenne	UK	is	an	ambitious	and	highly	
focused	charity	with	a	clear	vision:	to	fund	and	
accelerate	treatments	and	a	cure	for	
Duchenne	muscular	dystrophy	(DMD)	for	this	
generation	of	patients.	
	
Duchenne	UK	is	a	parent	led	charity.	Co-
founders	Alex	Johnson	and	Emily	Crossley	met	
when	their	sons	were	diagnosed	with	DMD.	
They	both	set	up	charities,	which	joined	forces	
in	2016	to	become	Duchenne	UK.
Unique multi-
stakeholder
collaboration
•  To	allow	pharmaceutical	companies,	charities,	
academics,	patient	organisations	and	experts	to	
work	together	to	build	the	evidence	base	for	DMD	
required	by	Health	Technology	Assessment	
Agencies,	such	as	the	National	Institute	of	Health	
and	Care	Excellence	(NICE).		
•  To	generate,	align	and	share	high	quality	disease-
level	evidence	across	an	entire	condition	to	enable	
an	informed	Health	Technology	Assessment	(HTA)	
process	for	more	transparent	and	consistent	
reimbursement	decisions.		
30
Working with stakeholders
Project
HERCULES:
key work
streams
33
Project Hercules’ deliverables
• Mapping	clinical	trial	endpoints	and	natural	history	to	clinical	
outcomes		
• Peer	reviewed	article		
Data	analysis	
• Critique	of	existing	QoL	metrics		
• Bespoke	metric	for	DMD	
Quality	of	Life	
Metric		
• Broad	measure	of	burden	of	DMD	to	inform	economic	model		
Burden	of	Illness	
study		
• Template	economic	model	for	companies	to	adapt	for	individual	
products		Economic	model
Key Project HERCULES events/milestones
2019 •  Burden	of	Illness	study	starts	–	March	2019	
•  Critique	of	QoL	metrics	complete	–	January	2019		
•  EURORDIS	Black	Pearl	Award	dinner		-	12	February	2019	
•  Stage	2	Quality	of	Life	survey	launched	–	January/February	2019	
•  Data	analysis	complete	–	May	2019	
•  Draft	QoL	metric	available	–	May	2019		
•  Economic	model	complete	–	June	2019		
•  Quality	of	Life	metric	workstream	completed	–	August	2019	
•  UK	Parliamentary	event	–		to	be	confirmed	(autumn	2019)	
•  Project	report	–	December	2019		
•  ISPOR	–	November	2019	
•  Final	project	event	–	November	2019		
•  Burden	of	Illness	study	reports	–	early	2020	(date	tbc)
Benefits
• Cost	effective	
• Charity	and	Academic	leads	
• Access	data	more	easily	
• Connect	with	HTA	bodies	
• Obtain	Pro	Bono	support	
• Close	collaboration	with	patients	
• Sharing	capability	
• No	repetition	-	duplication	-	conflicting	
results	
• Access	to	world	leading	capability	
• Gold	standard	outputs	
• Recognised	by	HTA	bodies	
• Changing	understanding	and	
perceptions	of	DMD
Patient and clinician participation has
been essential
• Clinical	validation	at	every	stage:	
•  Quality	of	Life	metric	
•  Disease	model	
•  Burden	of	Illness	on	patients	and	families	
• Clinical	and	patient	advisory	groups	
•  Bringing	perspectives	together	to	improve	understanding	of	what	matters	most		
• Highlighting	diverse	patterns	of	care	in	UK		despite	a	set	of	well	established	
guidelines	
• Understanding	and	adoption		
•  Raising	level	of	understanding	of	what	NICE	needs	to	know	and	how	to	represent	patient	
needs	in	HTA	format
Challenges
In	the	absence	of	a	blueprint		challenges	
are	all	new.			
•  Data:	Identifying	potential	data	
sources	and	accessing	this	data	
•  Contracts:	Moving	from	concept	to	
sign	up	of	9	industry	partners	
•  Paediatric	interviews	for	Quality	of	
Life	
•  Burden	of	illness	complexity	
•  The	need	for	tailored	work	ex	EU	
•  ICER	review	timing		
•  Scientific	Advice	from	regulators	and	
HTA	agencies	can	be	costly	and	time	
consuming
Some emerging findings
• Patient	and	clinician	led	natural	history	model	
•  Quality	of	life	and	cost	impacts	of	losing	ability	to	weight	bear	
•  ‘New”	disease	state	–	transfer	stage	between	ambulatory	and	non	ambulatory	states	
• We	need	to	better	measure	what	is	important	to	patients	and	families	–	it	can’t	
count	if	we	don’t	count	it!	
• Family/caregiver	quality	of	life	and	burden	of	illness	is	poorly	measured		
•  Considering	developing	a	measure	of	carer	quality	of	life	that	could	include	other	
paediatric	progressive	conditions
DISCUSSION: Planning for success
Find	technical	experts	to	help	you	assess	and	articulate	the	need	and	develop	the	project	scope	
Raise	awareness	of	the	evidence	gap	for	HTA	and	market	access		
Meet	with	industry	to	explore	their	interest	in	collaborating	for	HTA	
Ensure	common	
understanding	of	
the	need	
	
Project	governance:	a	steering	group	is	recommended	to	ensure	the	views	of	all	stakeholders	are	
able	to	contribute.	A	chair	with	experience	of	HTA	is	helpful	in	ensuring	this	group	works	effectively	
Project	team	who	have	credibility	with	key	stakeholders	and	the	expertise	and	experience	to	
deliver	the	project	
	
Project	planning	
and	governance	
Engagement	with	payers	and	HTA	agencies,	clinicians,	patient	industry	and	others		
Develop	a	communications	and	engagement	plan	that	will	ensure	awareness	of	the	project	and	the	
key	outputs.	This	will	maximise	sign	up	to	the	project	and	adoption	of	any	outputs.		
Create	opportunities	for	getting	advice	from	HTA	agencies,	clinicians,	patients	and	others		
Publish	methods	and	results	
Build	stakeholder	
engagement	in	to	
the	project	
40
DISCUSSION
• Could	collaboration	for	HTA	tools	and	evidence	work	in	your	disease	area/
country?	
• Is	there	clarity	on	the	priorities	in	your	disease	area/country?	
• How	could	you	start?
Data sharing
Searching for data
We	brought	the	experts	together	
surely	the	data	would	follow?	
	
Unfortunately	not.		
	
Finding	and	accessing	data	has	been	
the	biggest	challenge	for	Project	
HERCULES.
Data challenges
Project HERCULES has struggled to find and access suitable data
•  Some	of	the	most	significant	challenges	for	Project	HERCULES	have	been	around	difficulties	
accessing	data	and	poor	data	management	of	prior	studies,	registries	etc.	These	have	
included:	
•  Lack	of	clarity	over	what	data	may	have	been	collected	to	inform	publications,	what	data	are	included	in	
registries	and	data	sets	
•  Data	that	has	transferred	ownership	and	is	effectively	missing		
•  Legal	and	other	challenges	in	setting	up	arrangements	for	access	to	data	even	when	all	parties	are	keen	
to	share	data		
•  Variability	in	quality	and	consistency	of	data	
•  This	has	had	an	impact	on	timelines	for	the	burden	of	illness	study	as	well	as	the	natural	
history	model	and	economic	model.
Burden of Illness: Limitations of
published data
Hits	
Adequate	
quality?	
Adequate	
quantity?	
Burden	of	illness	studies	 61	 -	 -	
Incidence	&	prevalence	 -	 Yes	 Yes	
Healthcare	resource	use	 308	 No	 Yes	
Other	medical	costs	 496	 No	 No	
Broader	governmental	
costs	
23	 No	 No	
Cost	of	living	impact	 128	 No	 No	
Productivity	losses	 437	 No	 No	
Impact	on	families	 62	 No	 No	
Quality	of	life	of	family	
and	carers	
-	 -	 -	
The	evidence	on	each	area	was	
searched,	and	key	studies	
extracted,	with	quality	assessed.		
In	general	the	quality	was	poor	for	
use	in	economic	modelling.	Even	
where	good	studies	were	available,	
these	did	not	report	results	in	a	
useful	format.	
•  Either	results	were	given	as	
costs	for	a	given	year	without	
disaggregated	results	being	
presented,	or		
•  Results	were	not	given	by	
disease	stage	–	preventing	an	
understanding	of	how	resource	
use	changed	as	the	disease	
progressed
Searching for solutions
•  Think	global	
•  Include	any	data	you	can	get	–	brining	small	data	sets	together	
•  We	have	relied	heavily	but	not	exclusively	on	US	data		
•  Collaborate	
•  University	of	Leicester	natural	history	informing	two	collaboratives	(Project	HERCULES	and	D-RSC)		
•  Be	persistent		
•  We	are	slowly	unlocking	more	and	more	data	sets	and	will	use	these	for	validation	and	future	iterations	
of	the	natural	history	and	economic	model			
•  Look	forward	
•  Identify	evidence	gaps	and	propose	solutions	for	future	data	collection	
•  Work	with	stakeholders	to	improve	data	quality	and	accessibility	
•  FAIR	principles	(findable,	accessible,	interoperable,	reusable)	
46
The Duchenne Registry is part of the TreatNMD Network
D-RSC: 

A non-profit consortium to support collaborative research and regulatory acceptance of new drug development
tools (DDTs) for Duchenne muscular dystrophy, to enable the earliest possible patient access to new treatments.
Collaborative approaches:
Duchenne Regulatory Science Consortium @Critical Path Institute
49	
	
Companies:	
Biophytis	
Catabasis	
Mallinkrodt	
Pfizer	
Santhera	
Sarepta	
Wave	
	
Academics	
Yetrib	Hathout,	Binghamton	University	
Hank	Mayer,	Children’s	Hospital	of	Philadelphia	
Heather	Gordish-Dressman,	Children's	National		
Health	System	
Cuixia	Tian,	Cincinnati	Children’s	Hospital	MC	
Ray	Hu,	Cincinnati	Children’s	Hospital	MC	
Jean	Bange,	Cincinnati	Children’s	Hospital	MC	
Annemieke	Aartsma-Rus,	Leiden	University	MC	
Pietro	Spitali,	Leiden	University	MC	
Tina	Duong,	Stanford		
Erik	Henricson,	UC	Davis	
Craig	McDonald,	UC	Davis	
Kathleen	Rodgers,	University	of	Arizona	
Brenda	Wong,	U	Mass	Memorial	
Keith	R.	Abrams,	University	of	Leicester,	UK	
Michael	Crowther,	University	of	Leicester,	UK	
Micki	Hill,	University	of	Leicester,	UK	
Advocacy:	
PPMD	
Buddy	Cassidy		
CDISC	data	standard	–	Therapeutic	Area	User	Guide,	published		
Sept	2017.	
	
Integrated	database	–	14	datasets	integrated,	patients	age	3-35,	
data	that	can	be	shared	with	the	consortium	has	been	shared.		
Analysis	dataset	extracted.	
	
Clinical	trial	enrichment	platform–	Letter	of	intent	submitted	to	
FDA,	analysis	plan	developed.	
	
Other	projects–	Interest	in	other	drug	development	tools	such	as	
biomarkers,	other	models;	letter	of	support	from	EMA	for	GLDH	as	a	
safety	biomarkers.	
Deliverables:	
Government:	
FDA		
NIH
FAIR data principles
•  In	2016,	in	recognition	of	the	urgency	of	improving	data	management	to	support	research,	a	
paper	was	published	in	Data	Science	that	was	intended	to	provide	guidelines	to	improve	the	
findability,	accessibility,	interoperability,	and	reuse	of	digital	assets.		
•  The	principles	emphasise	machine-actionability	(i.e.,	the	capacity	of	computational	systems	
to	find,	access,	interoperate,	and	reuse	data	with	none	or	minimal	human	intervention)	
because	humans	increasingly	rely	on	computational	support	to	deal	with	data	as	a	result	of	
the	increase	in	volume,	complexity,	and	creation	speed	of	data.		
•  The	World	Duchenne	Organisation	is	one	of	many	organisation	looking	to	implement	the	FAIR	
principles	to	facilitate	research.	Duchenne	UK	and	Project	HERCULES	are	involved	in	this	
work.		
•  For	more	information	see	www.nature.com/articles/sdata201618
Disclosure: Sue Fletcher, Perth, Western Australia
SF acts as a consultant to Sarepta Therapeutics and is named on IP licensed
to Sarepta by The University of Western Australia	
*
Research outputs and contributions
•  Neuromuscular	disease	models	
•  Molecular	therapies	
•  Research	governance	and	ethics	
•  RDRF-	rare	disease	registry	framework,	data	management	systems	
•  Muscular	Dystrophy	Western	Australia		(since	1987)	
Patient	and	family	support,	awareness	
Research	support	
Research	partnerships	
PhD	scholarships	
Representation	(government,	state)	and	(federal	-Rare	Voices		Australia)
Collaborative research- West Australian-style
•  Funding:	Australian	National	Health	and	Medical		Research	Council		
"We	propose	a	paradigm	shift	in	which	respiratory,	sleep	and	patient	reported	outcomes	are	
considered	within	a	unified	framework	of	outcomes	to	track	disease	progression	with	
nocturnal	hypoventilation	as	the	hallmark	sign	of	impending	respiratory	insufficiency.“	
	PI: 	Telethon	Kids	Institute		Perth,	Western	Australia	
	CI 	Stanford	University	
	AI 	Muscular	Dystrophy	Western	Australia	
	
“We	have	engaged	with	MDWA	to	partner	in	this	project,	and	include	support	for	students,	but	
also	to	ensure	the	research	we	are	doing	is	meaningful.	Matched	to	that	we	are	running	
community	events	to	update	the	broad	community	on	our	research	and	also	give	clinical	and	
other	updates.	These	other	updates	are	informed	by	MDWA	and	the	community.	
	The	project	has	a	community	reference	group	and	they	have	informed	and	influenced	the	
project	at	every	step	of	the	way,	including	the	protocol	and	the	actual	research	questions	we	
are	asking.”
Data, data everywhere (the issues)
•  Delayed	publication	(intellectual	property)	
•  Data	irreproducibility	(particularly	translational	research)	
•  Data	‘matching’	(different	labs/groups/centres)	
•  Unpublished	data->	unnecessary	repeated	studies	
•  Undisclosed	negative	data	
•  Missing	data
Scientific data management and stewardship
•  Findability,	Accessibility,	Interoperability,	Reusability	
•  (2016)	awareness	of	the	concept	is	increasing	(researchers,	institutes)	
•  understanding	of	the	concept	is	becoming	confused,	different	people	apply	differing	
perspectives		
•  “FAIR”	data	practices	state	that	the	cost	of	a		data	management	plans		<5%	of	the	total	
research	budget
Research outcomes and data ownership?
Academia	
•  Federal/state	funding	
•  Not-for	-profit/special	interest	group	
•  Commercial	partnership	
•  Venture	capital	
Expected	outcome		
Ø Publish,	data	depository	for	~omics	data	(usually	mandatory)			
Ø Patient	benefit	(publish/	share/	license/	commercialize)	
Ø Commercialize	(patent)/’shelve’/publish	(unlikely….)	
Ø Commercialize	
What happens to all the negative data?
Research / R & D funding: expectations
Funding	to	academia:	
• return	on	investment	
• funding	basic	research->	usually	little	
(immediate)	return	$$$$		
• basic	research	is	rarely	developed	in	a	
practical	way	for	doctors,	hospitals	or	
pharmaceutical	companies		
• Investment	in	translational	research		
leverages	the	investments	made	in	
biomedical	science	
	
Industry	(pharma):	
•  return	a	profit	(shareholders)	
•  income	from	commercial	success	will	
fund	ongoing		R	&	D	
•  early	stage	success,	deliver	profit	
before	generics	(or	biosimiliars)		
capture	the	market
Candidate molecules (from academia)– what next?
•  Patent	the	data/drug	
•  License/sell	IP	
•  Retain	the	IP	
	
•  Disclose/publish	the	data	
			(eg	pre-publication)		
	
Ø cost -$300 000 +
Ø $$$ return to your
institution
Ø establish company, raise
capital
Ø manufacture
•  toxicology/preclinical
•  safety (human)
•  clinical trials
•  regulatory approval
Ø commercial outcome
Give the drug to not-for-profit
entity
-  Industry partner
-  Un-registered drug/lower cost
(eg for a rare disease)
Action Outcome Alternative
Data ‘out there’
•  ~omics	data	repositories	
•  Eg	GWAS,	WES,	RNAseq,	proteomics,	metabolomics	data	sets	for	patients,	age	matched	healthy	controls	
•  Access	costs,	bioinformatics,	proprietary	analysis	pipelines	(salary,	computing)	
•  Clinical	studies:	data	management	
•  Integrating	research	and	clinical	data	
•  Missing	data?	
•  Pre-publication
Data
Demographic
Genotypic
Phenotypic
Patient Registry
Information/Data capture
Advocacy
Clinical trial
Knowledge
Capture/management
Clinical Decision
Diagnosis
Treatment
Patient support
Comorbidities
Allied Health
Matt Bellgard, Queensland University of Technology
Registry Frameworks
An essential new dimension
Matt Bellgard, Queensland University of Technology
Registry
•  National
•  Regional/State
•  Patient Advocates
Information
•  Consent
•  Diagnosis
•  Treatments
Clinical Validation
International Disease Registries
IDR 1 IDR 2 IDR n…
Pharma/biotech/ academic partnership
•  Drug design
•  Clinical Trials
BioBanks
Samples Consent
ID/Barcode
-omics Platforms
Genomics
Proteomics
Metabolomics
Samples
IDs
Raw
data
store
Data
IDs
Translational Units (NGO/NFP/NIH)
with Technology/Platform Industries
Data
IDs
Processed
data store
Supercomputer
Infrastructure
Analysis
IDs
Cohort
Studies
Natural
Histories
Candidate
Genes
Population Wide
Studies Epidemiology
studies
•  Populations Studies
•  Disease gene R&D
Precision Medicine
•  Genomics
•  Proteomics
•  Metabolomic
•  Systems Biology
Patient
Analytic Validation
Genotype/
Phenotype
eHealth Records
Regulatory Bodies
•  Regulatory
framework
•  Decision-making
framework
•  Bioethics
•  Training
Clinical
Utility
Clinical
Validation
Patient
Specialist clinician
Therapies Monitoring
TREATMENT
General
Practitioner
Patient
Clinician
Symptoms
Tests
Results
IN
Genetic Testing/
Phenotyping
Bellgard et al. Rare Disease Roadmp, HLPT, 2014
Integrating
clinical and
research
data: building
on RDRF
Matt Bellgard, Queensland University of Technology
DISCUSSION: collaborating for data
•  What	are	your	experiences	of	data	sharing?		
•  How	well	understood	are	the	priorities	for	data	in	your	disease	area?	
•  Could	you	implement	FAIR	principles?	Or	alternative	approaches	to	improving	ability	to	share	
and	reuse	data?
Thank you
Josie@jgzebra.com	
65

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