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Development and Application of
Pharmacogenetic Testing
James L. Kennedy MD, FRCPC, FRSC.
Director, Molecular Brain Science Dept,
Centre for Addiction and Mental Health;
Professor & Co-Head, Division of Brain & Therapeutics
Dept of Psychiatry, University of Toronto.
Fellow of the Royal Society of Canada.
& DJ Mueller, C Zai, A Tiwari, G Zai, Vanessa Goncalves.
CORD Conference Panel, Nov 18, 2019
Univ of Toronto
Disclosures: CAMH is 15% co-
owner of Myriad Canada Ltd;
JLK is Myriad USA SAB
member (unpaid); author on
patents
The CAMH Pharmacogenetics Study
(`IMPACT`)
■  Assessment of six liver enzyme genes and two
serotonin system genes
■  Testing feasibility and acceptance by psychiatrists
and by primary care physicians
■  In-hospital genetic panel assay
■  Interpretation of results is given to physician
■  Patient follow-up & Physician survey
www.IM-PACT.ca
www.pharmacogenetics.ca
Response & side effects
Additional
factors
CYP450 Dopamine
Serotonin
etc.
PharmacodynamicsPharmacokinetics
Smoking
Ethnicity
NutritionGender
Fitness
Compliance
Age
0	
1	
2	
3	
4	
5	
6	
7	
8	
9	
0	
1000	
2000	
3000	
4000	
5000	
6000	
7000	
8000	
9000	
2012	 2013	 2014	 2015	 2016	 2017	
Participants	(Thousands)	
Participants	
	
IMPACT	Pharmacogenetics:	Publications,	Physicians	&	Patients	
11,400		
patients	
3,200		
doctors		
178	
publications	First	patient	enrolled	
through	Pharmacists	
Personalized	Medicine	
Experts	(PRIME)	study	
Launch	of	online	
registration	
process	
IMPACT	gene	
test	becomes	
available	for	
family	physicians	
First	patient	
consents	
Mobile	lab	collects	
first	samples	from	
rural	communities
25.7%	
34.7%	
19.2%	
5.4%	
0.6%	
3.6%	
10.8%	
Very	Helpful	 Helpful	 Neutral	 Not	Helpful	 Very	
Unhelpful	
Not	
Applicable	
Missing	
To	what	extent	has	the	genetic	information	
been	helpful	in	your	further	treatment	
decisions?	
(N=200)
ž  Caucasian female of Ashkenazi Jewish descent
¡  Anorexia, severe OCD, depression
¡  Previous meds failed (quetiapine -900mg, & citalopram 20
mg
¡  fluoxetine – 80mg per day x 3 mo – no response
1)  genetic test resultsà ultra-rapid CYP2D6 metabolizer
2)  Incr fluoxetine to 120mg/d - some response, no side
effects
3)  Prozac 160 mg per day!!
§  all her OCD, anxiety and mood symptoms improved
§  She returned to college full time; family very happy
Footnote [5]: “Use of this drug may increase weight gain”
67% more
remission
Amer J Med Genetics. 2019;180B:46–54
Enrichment of pathogenic variants in genes associated with
inborn errors of metabolism in psychiatric populations
V Sriretnakumar 1, R Harripaul1, JB. Vincent1,4, JL Kennedy1,4, J So1,5.
1. Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health; 2.
Department of Psychiatry, University of Toronto; 3 The Fred A. Litwin Family Centre in Genetic Medicine,
University Health Network and Mount Sinai Hospital; Toronto, Ontario, Canada.
Abstract: Many genetic conditions can mimic mental health disorders, with psychiatric symptoms
that are difficult to treat with standard psychotropic medications. We tested the hypothesis that
psychiatric populations are enriched for pathogenic variants associated with inborn errors of
metabolism (IEMs). Using next-gen sequencing, 2046 psychiatric patients were screened for
pathogenic variants in genes associated with: Niemann-Pick disease type C (NPC), Wilson disease
(WD), homocystinuria (HOM), and acute intermittent porphyria (AIP). Among the 2046 cases, carrier
rates of 0.83, 0.98, and 0.20%, for NPC, WD and HOM, and affected rates of 0.10 and 0.24% for
NPC and AIP were seen, respectively. An enrichment of NPC and AIP pathogenic variants was
found in the psychiatric cohort, especially in schizophrenia patients. Thus we find pathogenic
variants in genes associated with IEMs are over-represented in psychiatric populations. Underlying
undiagnosed IEMs could account for the psychiatric symptomatology in a subset of psychiatric
patients. Carriers for IEMs may have an increased risk for psychiatric disorders, particularly in the
context of poor treatment response.
Sriretnakumar et al (con’t):
Niemann-Pick C & Porphyria variants are 100x
more frequent in psychiatric populations
Two patients (0.10%) with schizophrenia were found to
have homozygous N931I likely pathogenic variant for
Niemann-Pick C, thus a predicted significant increase vs
0.001% in the general population (p = 2.4×10-4).
Five patients had pathogenic variants in the HMBS gene,
thus a predicted significantly increased rate of Acute
Intermittent Porphyria in the psychiatric cohort (0.24%) vs
0.003 in general population (p = 1.031×10-10).
What	Has	Pharmacogenetics	Taught	Us	
Thus	Far	Re:	Drug	Development?	
1.  Every	patient	is	genetically	unique.		
2.  A	blockbuster	drug	for	all	pts	with	a	
given	condition	is	unlikely	
3.  Measure	the	heterogeneity	!!	
4.  Drugs	with	rare	serious	adverse	
events	should	be	rescue-able	
5.  Genes	found	to	predict	response	
are	potential	new	targets		for	
discovery	
drug ‘A’ drug ‘B’ drug ‘C’
Benefits to Patients and Society
Matching the right drug at the right dosage may
mean that we stand to increase our ability to:
■  Treat patients right the first time
■  Minimize the risk of dangerous side effects
■  Reduce the risk of suicide
■  Give family doctors tools they can use - increasing
their ability to manage patients in the community
■  Save 100s of millions of dollars in prescriptions
that are ineffective or harmful
■  Evidence-based biomedical test reduces stigma
against people with mental illness
CAMH Neurogenetics Group
Larry and Judy
Tanenbaum
Forest plot of random-effects meta-analyses of five prospective, randomized
controlled trials of Pharmacogenetic guided therapy on remission in major
depressive disorder.
Meta-Analysis of 5 Pharmacogenetic Guided
Therapy for Depression RCTs Bousman et al, (Dec, 2018)
Examples of Traditional vs Precision Therapies: The
Patient Perspective
Niya Chari, Canadian Breast Cancer Network
November 18th-CORD Access to Innovation Conference
The	Canadian	Breast	Cancer	Network		
CBCN	connects	with	tens	of	thousands	of	women	and	families	across	Canada	
each	year.		
MISSION
The Canadian Breast Cancer Network is a national,
patient/survivor directed organization committed to
ensuring the best quality of care for all Canadians affected
by breast cancer.
The best quality of life for all Canadians affected by breast
cancer
VISION
Defining	Precision	Medicine	
•  Traditional	approaches	to	treating	cancer	
have	included	combination	of	surgery,	
radiation	and	chemotherapy	
•  Advent	of	targeted	therapies	has	moved	
treatment	into	a	new	era	of	“precision	
oncology”		
•  Critical	to	ensure	that	terminology	is	well-
defined	to	promote	patient	understanding	
•  	Precision	therapy-identifying	treatment	
based	on	a	specific	molecular	abnormality	
thought	to	be	a	driver	of	a	person’s	cancer	
and	delivering	treatment	against	that	target
Clinical Development in a Personalized World
Michael	Duong,	Ph.D.	
Head	of	Personalized	Healthcare	
Hoffmann-La	Roche	Ltd.
Source: 1) Health Policy Brief: The Relative Contribution of Multiple Determinants of Health Outcomes, Health Affairs,
August 21, 2014, http://www.healthaffairs.org/healthpolicybriefs/
2) Nature 539, 467-468 (24 November 2016)
Exogenous determinants
(behaviour, socio-economic,
environment, etc.)60%
1,100 terabytesgenerated per lifetime of a person
6 terabytesGenetic
determinants30% generated per lifetime of a patient
Medical/clinical
determinants10% 0.4 terabytes
generated per lifetime of a patient
Determinants	of	Health	Outcomes	
Realizing	the	true	potential	of	personalized	healthcare
THE PERSONALIZED HEALTHCARE PARADIGM
TREAT	THE	DISEASE	
TREAT	THE	PATIENT	
TREAT	THE	PERSON	
10%	
40%	
100%	
Medical	and	clinical	determinants	of	health	
only	allow	us	to	understand	the	biology	of	
the	disease.	Treatment	decisions	based	on	
disease	information	can	only	capture	up	to	
10%	of	health	outcomes.	
Genomic	information	and	multi-omic	
information	in	combination	with	disease	
information	has	the	potential	to	capture	up	
to	40%	of	health	outcomes	for	patients.	
Only	when	we	understand	the	person,	
including	all	their	exogenous	factors	can	we	
capture	up	to	100%	of	health	outcomes.		To	
achieve	this,	we	must	collect	data	on	the	social	
determinants	of	health	–	data	which	are	only	
available	in	the	real	world.	
PHC	shifts	the	paradigm	from	treating	the	disease	to	treating	the	
person.	This	means	that	we	not	only	need	to	understand	the	
complexities	of	the	disease	but	also	the	complexities	of	the	person	
and	the	environment	from	which	they	come.
• Outcome	measures	that	are	more	
meaningful	to	patients	and	that	are	
actually	measured	in	the	real	world	
• Study	participants	should	be	more	
reflective	of	real	world	population	
MAKE CLINICAL TRIALS MORE REAL
More	relevant	patient	population	
Patient-centered/real	world	outcomes	
• Adaptive	trial	designs	can	ensure	
study	results	are	more	reflective	of	
real	world	setting	
Innovative	study	designs
DEFINITIONS
Real	World	Data	
Real	world	data	(RWD)	are	the	data	relating	to	patient	health	status	and/
or	the	delivery	of	health	care	routinely	collected	from	a	variety	of	sources:	
•  Electronic	health	records	(EHRs)	
•  Claims	and	billing	activities	
•  Product	and	disease	registries	
•  Patient-generated	data	including	in	home-use	settings	
•  Data	gathered	from	other	sources	that	can	inform	on	health	status,	such	as	
mobile	devices	
Real	World	Evidence	
Real	world	evidence	is	the	clinical	evidence	regarding	the	usage	and	
potential	benefits	or	risks	of	a	medical	product	derived	from	analysis	of	
RWD.	
da·ta
/ˈdadə,ˈdādə/
ev·i·dence
/ˈevədəns/
Doing now what patients need next
Precision	Diagnosis		
	
Information-based	diagnosis	can	assist	not	only	in	
identifying	tumor	type	and	stage,	but	also	in	revealing	
important	genetic	mutations	that	drive	cancer.		
A	number	of	tests	are	being	explored	and	utilized	to	
identify	specific	biomarkers	to	aid	in	treatment	
decision-making	
	
•  Immunohistochemical	assays	
•  Multi-gene	assays	
•  Next	generation	DNA	sequencing	
•  Liquid	biopsies
a v ex is. com
UNDERSTANDING GENE
REPLACEMENT THERAPY
US-UNB-18-0126	 09/18
AVEXIS.COM • 2
The AveXis Commitment
We Are: A clinical-stage gene therapy company
relentlessly focused on bringing gene therapies out of
the lab and into the clinical setting for patients and
families who desperately need them.
Our Mission: We are dedicated to harnessing the
potential of gene replacement therapy as an effective
treatment for rare and life-threatening genetic diseases
that affect the nervous system.
a v e xi s.c o m
3
CONFIDENTIAL
DISCOVER THEGENETIC EVOLUTION
Although	the	l	ogic	be	h	i	nd	GRT	is	simple,	the	s	c	i	e	nc	e	be	h	i	nd	it	h	a	s	remained	elusive	for	years.	1	
The	field	of	genetics	h	a	s	a	d	v	a	n	c	e	d	significantly	from	Mendel’s	early	discoveries.	With	e	m	e	r	g	i	ng	g	e	n	e	
therapy	approvals	a	n	d	others	currently	b	e	i	n	g	developed,	a	new	era	of	ge	ne	t	i	c	s	c	i	e	nc	e	h	a	s	emerged.	1	-	4	
1860s
1953
1984
-
2000
1999
-
2002
2018
Gregor	Mendel’	s	p	e	a	plant	studies		help	
to	establish	the	rules	of	
g	enetic	inheritance.	5	
The	structure	of	D	N	A	is	
characterized.	2	,	6	
Scientists	successfully	
s	e	q	u	e	n	c	e	the	h	u	m	a	n	g	en	ome.	7	
A	number	of	individual	g	e	n	e	therapy	c	as	es		result	
in	complications	.	A	d	e	ath	in	a	clinical		trial	sets	b	a	c	
k	research.	4	
C	h	i	n	a	approves	
2003 the	first	g	e	n	e	
therapy	in	the	world.8	
2017
FDA	 approves	 the		
first	 g	 e	 n	 e	 therapy		
for	use	in	the	US.9	
es		
With	numerous	
promising	c	a	n	d	i	d	a	t		
in	the	pipeline,	a		
Science publication		
declares	“	G	e	n	e	
Therapy	C	o	m	e	s	
of	Age.”1	
References:	1.	Dunbar	CE,	et	al.	Science. 2018;359(6372):eaan4672.	2.	Gayon	J.	C RBiol. 2016;339(7-8):225-230.	3.	Boudes	PF.	Eur J Intern Med. 2014;25(1):31-36.	4.	Keeler		
AM,et	al.	Clin Transl Sci. 2017;10(4):242-248.	5.	Gregor	Mendel:	the	father	of	modern	genetics.	May	22,	2013.	https://history.nih.gov/exhibits/nirenberg/HS1_mendel.htm.	6.	The		
Nobel	Prize	in	physiology	or	medicine	1962.	https://www.nobelprize.org/nobel_prizes/medicine/laureates/1962.	7.	Hood	L	&	Rowen	L.	Genome Med. 2013;5(9):79.	8.	Zhang	WW,		
et	al.	Hum Gen Ther. 2018;29(2):160-179.	9.	FDAapproval	brings	first	gene	therapy	tothe	United	States.	August	30,	2017.	https://www.fda.gov/NewsEvents/Newsroom/		
PressAnnouncements/ucm574058.htm.
AVEXIS.COM • 4
Understanding Gene Replacement Therapy
GENE
REPLACEMENT
THERAPY
GENE
THERAPY
REPLACEMENT
Gene replacement therapy is being
studied as a treatment option for
genetic disease, and we want to
help you understand the science
behind it.
Genes are small sections of DNA.
DNA is inherited from your parents
and carries instructions that tell
the body how to function properly.
Specific genes tell the body how
to make specific proteins.
GENE
Proteins play important roles
in the body, like helping your
cells to function properly or
acting as the building blocks
of your body.
PROTEIN
If a gene has an error, and the
body can’t make a specific
protein, it can be damaging to a
person’s health.
ERROR
GENETIC DISEASE
A genetic disease or disorder is the result of an errorin
one or more of a person’s genes.
The disease a person has depends on which gene inhis
or her DNA has the error. Depending on the disease or
disorder, the gene can be inherited from one or both
parents.
Or, sometimes it’s a change that just happens randomly.
A genetic disease caused by a single gene that isfaulty
or missing is called a monogenic disease.
GENETIC DISEASE
a v e xi s.c o m
1
1
CONFIDENTIAL
NEWPOSSIBILITIESFOR MONOGENIC DISEASES
M	o	n	o	g	e	n	i	c	diseases	are	ideal	targets	for	GRT	b	e	c	a	u	s	e	they	c	a	n	result	from	the	loss	or	malfunction		of	a	single	g	e	n	
e	.	Examples	include	1	-	5	:	
•  Cystic	fibrosis	(	C	F	)	
•  D	u	c	h	e	n	n	e	muscular	dystrophy	(	D	MD	)	
•  Hemophilia	
•  Spinal	muscular	atrophy	(	S	MA)	
•  Rett	syndrome	
•  S	o	m	e	forms	of	amyotrophic	lateral	sclerosis	(	ALS)	
•  S	o	m	e		forms	of	Parkinson’s	d	i	s	e	a	se	
References:	1.	Saraiva	J,	et	al.	J Control Release. 2016;241:94-109.	2.	Boudes	PF.	Eur J Intern Med. 2014;25(1):31-36.	3.	Lisowski	L,	et	al.	Curr Opin Pharmacol.
2015;		24:59-67.	4.	Prakash	V,et	al.	Mol Ther. 2016;24(3);465-474.	5.	Klein	C	&	Westenberger	A.	Cold Spring Harb Perspect Med. 2012;2(1):a008888.	6.	Wang	CH,	et	
al.	
J Child Neurol. 2007;22(8):1027-1049.	7.	Lin	CW,	et	al.	Pediatr Neurol. 2015;53(4):293-300.
HEALTHY
GENES
A CLOSER LOOK AT MONOGENIC DISEASESA CLOSER LOOK AT MONOGENIC DISEASES
INDIVIDUALS
WITH
MONOGENIC
DISEASES
A CLOSER LOOK AT MONOGENIC DISEASESA CLOSER LOOK AT MONOGENIC DISEASES
GOAL OF GENE REPLACEMENT THERAPY
Gene replacement
therapy attempts to
give the body a new,
working copy of the
missing or faulty
gene that can make
a particular protein
the body needs.
GOAL OF GENE REPLACEMENT THERAPY
HOW GENE
THERAPY WORKS
In the lab, a new, working
copy of a specific gene
is made.
Then the new gene is placed
inside a vector. A vectoracts
like an envelope or a delivery
vehicle. It carries the new
gene to cells throughout the
body.
Gene Replacement Therapy Delivery Routes
Collins	M	&	Thrasher	A.	Proc	Biol	Sci	2015;282(1821).	
FOR MEDICAL EDUCATION ONLY
When the
vector reaches
the nucleus of
the cell, it
releases the
working copy
of the gene.
The gene
starts working
to make
protein, and it
doesn’t stop.
CONSIDERATIONS OF
GENE REPLACEMENT THERAPY
Supportive therapies will continue to be important for patients treated
with gene replacement therapy.
Gene replacement therapy may not be right for all patients.
The safety and efficacy of all gene replacement therapies being studied
are specific to the vector and the disease targeted.
Especially in gene therapy models with gene placement into the cell’s
DNA, risks of undesired effects may occur and are being studied.
Data continues to emerge about the lasting effects of gene replacement
therapy.
Gene replacement therapy may halt progression of disease but does not
reverse the damage that happened before treatment.
CONSIDERATIONS OF
GENE REPLACEMENT THERAPY
AVEXIS.COM • 21
QUESTIONS
///////////
Clinical Development
Considerations in
Precision Oncology
Example in TRK
Fusion Cancer
CORD, Access to Innovation
Conference,
Nov 6, 2019
Josh Silvertown, PhD, MBA
Senior Manager and
Medical Affairs Strategist
MA-LAR-CA-0090-2
I am an employee of Bayer Inc.
Bayer has provided an unrestricted sponsorship to support the CORD meeting.
This presentation may contain information regarding indications and/or instructions which differ from the
approved use of products available in Canada.
For complete information on Bayer products, please refer to the respective product monograph:
https://www.bayer.ca/omr/online/vitrakvi-pm-en.pdf
Disclaimers
Presentation to CORD; Nov 18, 2019
Page 2
From traditional to precision oncology
Precision Medicine: Innovation in Oncology Clinical Development
Positive predictive
biomarkers
Molecular
profiling
“Conventional
treatment” (eg, systemic
chemotherapy)
Molecular-
driven
therapy
Markers predictive
of resistance or
adverse events
3
TRK fusion cancer:
Identified in >24 histologies and counting
Cancers enriched
For TRK fusions
Frequency >75%
Cancers harbouring TRK
Fusions at lower frequencies
5% to 25%
<5%
Adapted from Cocco et al. NTRK fusion-positive cancers and TRK
inhibitor therapy. Nat Rev Clin Oncol. 2018 (ePub ahead of print)
4
Larotrectinib’s clinical development program overcame
traditional hurdles in drug development
1.  Hyman DM, et al. J Clin Oncol. 2017;35:LBA2501.
2.  Drilon A, et al. N Engl J Med. 2018;378:731-739.
3.  https://www.bayer.ca/en/media/news/?dt=TlRRPQ==&st=1
First drug to be simultaneously investigated in adult and
pediatric populations1,2.
First drug to be approved by Health Canada with a tumour
agnostic indication.
Presentation to CORD; Nov 18, 2019
New ways of treating rare cancer requires new trial
designs
Need for
modification
of clinical
trial design
Increase in
number of
potentially
actionable
mutation targets
Limited number
to recruit into
rare cancer
clinical studies
Existing
evidence for
rare cancer
treatments is
poor
Pediatric
population is
underserved
6
Presentation to CORD; Nov 18, 2019
7
Basket Design –
Biomarker Specific, Histology-Agnostic Cohorts
Tao, Jessica J., Alison M. Schram, and David M. Hyman. "Basket studies: Redefining clinical
trials in the era of genome-driven oncology." Annual review of medicine 69 (2018): 319-331.
Melanoma Thyroid cancer Colorectal cancer Lung cancer
Increase access to
therapy
Small cohorts lead to
faster results
Establishment of standard
of care in rare diseases
Drug activity can depend
on tumour histology
Patient heterogeneity can
impact validity
Challenging to define
controls
Comparison issues due to
excessive testing of
subgroups
Presentation to CORD; Nov 18, 2019
8
Pooling Biomarker-Positive Patients for a Rare
Disease
Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD)
9
Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD)
Balancing the challenge (and expectations) of
heterogeneity among rare diseases
10
What is a pragmatic approach to measure efficacy
in basket trials?
Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD)
Presentation to CORD; Nov 18, 2019
11
Take-home messages
Unique challenges exist in oncology
drug development for tumor agnostic
drugs but can be addressed with
appropriate and innovative trial designs.
Basket trial designs are effective and
feasible in studying treatments for a rare
disease (i.e. pediatric cancers, TRK
fusion cancer).

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  • 1. Development and Application of Pharmacogenetic Testing James L. Kennedy MD, FRCPC, FRSC. Director, Molecular Brain Science Dept, Centre for Addiction and Mental Health; Professor & Co-Head, Division of Brain & Therapeutics Dept of Psychiatry, University of Toronto. Fellow of the Royal Society of Canada. & DJ Mueller, C Zai, A Tiwari, G Zai, Vanessa Goncalves. CORD Conference Panel, Nov 18, 2019 Univ of Toronto Disclosures: CAMH is 15% co- owner of Myriad Canada Ltd; JLK is Myriad USA SAB member (unpaid); author on patents
  • 2. The CAMH Pharmacogenetics Study (`IMPACT`) ■  Assessment of six liver enzyme genes and two serotonin system genes ■  Testing feasibility and acceptance by psychiatrists and by primary care physicians ■  In-hospital genetic panel assay ■  Interpretation of results is given to physician ■  Patient follow-up & Physician survey www.IM-PACT.ca www.pharmacogenetics.ca
  • 3. Response & side effects Additional factors CYP450 Dopamine Serotonin etc. PharmacodynamicsPharmacokinetics Smoking Ethnicity NutritionGender Fitness Compliance Age
  • 4.
  • 5. 0 1 2 3 4 5 6 7 8 9 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 2012 2013 2014 2015 2016 2017 Participants (Thousands) Participants IMPACT Pharmacogenetics: Publications, Physicians & Patients 11,400 patients 3,200 doctors 178 publications First patient enrolled through Pharmacists Personalized Medicine Experts (PRIME) study Launch of online registration process IMPACT gene test becomes available for family physicians First patient consents Mobile lab collects first samples from rural communities
  • 6. 25.7% 34.7% 19.2% 5.4% 0.6% 3.6% 10.8% Very Helpful Helpful Neutral Not Helpful Very Unhelpful Not Applicable Missing To what extent has the genetic information been helpful in your further treatment decisions? (N=200)
  • 7. ž  Caucasian female of Ashkenazi Jewish descent ¡  Anorexia, severe OCD, depression ¡  Previous meds failed (quetiapine -900mg, & citalopram 20 mg ¡  fluoxetine – 80mg per day x 3 mo – no response 1)  genetic test resultsà ultra-rapid CYP2D6 metabolizer 2)  Incr fluoxetine to 120mg/d - some response, no side effects 3)  Prozac 160 mg per day!! §  all her OCD, anxiety and mood symptoms improved §  She returned to college full time; family very happy
  • 8. Footnote [5]: “Use of this drug may increase weight gain”
  • 10. Amer J Med Genetics. 2019;180B:46–54 Enrichment of pathogenic variants in genes associated with inborn errors of metabolism in psychiatric populations V Sriretnakumar 1, R Harripaul1, JB. Vincent1,4, JL Kennedy1,4, J So1,5. 1. Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health; 2. Department of Psychiatry, University of Toronto; 3 The Fred A. Litwin Family Centre in Genetic Medicine, University Health Network and Mount Sinai Hospital; Toronto, Ontario, Canada. Abstract: Many genetic conditions can mimic mental health disorders, with psychiatric symptoms that are difficult to treat with standard psychotropic medications. We tested the hypothesis that psychiatric populations are enriched for pathogenic variants associated with inborn errors of metabolism (IEMs). Using next-gen sequencing, 2046 psychiatric patients were screened for pathogenic variants in genes associated with: Niemann-Pick disease type C (NPC), Wilson disease (WD), homocystinuria (HOM), and acute intermittent porphyria (AIP). Among the 2046 cases, carrier rates of 0.83, 0.98, and 0.20%, for NPC, WD and HOM, and affected rates of 0.10 and 0.24% for NPC and AIP were seen, respectively. An enrichment of NPC and AIP pathogenic variants was found in the psychiatric cohort, especially in schizophrenia patients. Thus we find pathogenic variants in genes associated with IEMs are over-represented in psychiatric populations. Underlying undiagnosed IEMs could account for the psychiatric symptomatology in a subset of psychiatric patients. Carriers for IEMs may have an increased risk for psychiatric disorders, particularly in the context of poor treatment response.
  • 11. Sriretnakumar et al (con’t): Niemann-Pick C & Porphyria variants are 100x more frequent in psychiatric populations Two patients (0.10%) with schizophrenia were found to have homozygous N931I likely pathogenic variant for Niemann-Pick C, thus a predicted significant increase vs 0.001% in the general population (p = 2.4×10-4). Five patients had pathogenic variants in the HMBS gene, thus a predicted significantly increased rate of Acute Intermittent Porphyria in the psychiatric cohort (0.24%) vs 0.003 in general population (p = 1.031×10-10).
  • 12. What Has Pharmacogenetics Taught Us Thus Far Re: Drug Development? 1.  Every patient is genetically unique. 2.  A blockbuster drug for all pts with a given condition is unlikely 3.  Measure the heterogeneity !! 4.  Drugs with rare serious adverse events should be rescue-able 5.  Genes found to predict response are potential new targets for discovery drug ‘A’ drug ‘B’ drug ‘C’
  • 13. Benefits to Patients and Society Matching the right drug at the right dosage may mean that we stand to increase our ability to: ■  Treat patients right the first time ■  Minimize the risk of dangerous side effects ■  Reduce the risk of suicide ■  Give family doctors tools they can use - increasing their ability to manage patients in the community ■  Save 100s of millions of dollars in prescriptions that are ineffective or harmful ■  Evidence-based biomedical test reduces stigma against people with mental illness
  • 14. CAMH Neurogenetics Group Larry and Judy Tanenbaum
  • 15. Forest plot of random-effects meta-analyses of five prospective, randomized controlled trials of Pharmacogenetic guided therapy on remission in major depressive disorder. Meta-Analysis of 5 Pharmacogenetic Guided Therapy for Depression RCTs Bousman et al, (Dec, 2018)
  • 16. Examples of Traditional vs Precision Therapies: The Patient Perspective Niya Chari, Canadian Breast Cancer Network November 18th-CORD Access to Innovation Conference
  • 17. The Canadian Breast Cancer Network CBCN connects with tens of thousands of women and families across Canada each year. MISSION The Canadian Breast Cancer Network is a national, patient/survivor directed organization committed to ensuring the best quality of care for all Canadians affected by breast cancer. The best quality of life for all Canadians affected by breast cancer VISION
  • 18. Defining Precision Medicine •  Traditional approaches to treating cancer have included combination of surgery, radiation and chemotherapy •  Advent of targeted therapies has moved treatment into a new era of “precision oncology” •  Critical to ensure that terminology is well- defined to promote patient understanding •  Precision therapy-identifying treatment based on a specific molecular abnormality thought to be a driver of a person’s cancer and delivering treatment against that target
  • 19. Clinical Development in a Personalized World Michael Duong, Ph.D. Head of Personalized Healthcare Hoffmann-La Roche Ltd.
  • 20. Source: 1) Health Policy Brief: The Relative Contribution of Multiple Determinants of Health Outcomes, Health Affairs, August 21, 2014, http://www.healthaffairs.org/healthpolicybriefs/ 2) Nature 539, 467-468 (24 November 2016) Exogenous determinants (behaviour, socio-economic, environment, etc.)60% 1,100 terabytesgenerated per lifetime of a person 6 terabytesGenetic determinants30% generated per lifetime of a patient Medical/clinical determinants10% 0.4 terabytes generated per lifetime of a patient Determinants of Health Outcomes Realizing the true potential of personalized healthcare
  • 21. THE PERSONALIZED HEALTHCARE PARADIGM TREAT THE DISEASE TREAT THE PATIENT TREAT THE PERSON 10% 40% 100% Medical and clinical determinants of health only allow us to understand the biology of the disease. Treatment decisions based on disease information can only capture up to 10% of health outcomes. Genomic information and multi-omic information in combination with disease information has the potential to capture up to 40% of health outcomes for patients. Only when we understand the person, including all their exogenous factors can we capture up to 100% of health outcomes. To achieve this, we must collect data on the social determinants of health – data which are only available in the real world. PHC shifts the paradigm from treating the disease to treating the person. This means that we not only need to understand the complexities of the disease but also the complexities of the person and the environment from which they come.
  • 22. • Outcome measures that are more meaningful to patients and that are actually measured in the real world • Study participants should be more reflective of real world population MAKE CLINICAL TRIALS MORE REAL More relevant patient population Patient-centered/real world outcomes • Adaptive trial designs can ensure study results are more reflective of real world setting Innovative study designs
  • 23. DEFINITIONS Real World Data Real world data (RWD) are the data relating to patient health status and/ or the delivery of health care routinely collected from a variety of sources: •  Electronic health records (EHRs) •  Claims and billing activities •  Product and disease registries •  Patient-generated data including in home-use settings •  Data gathered from other sources that can inform on health status, such as mobile devices Real World Evidence Real world evidence is the clinical evidence regarding the usage and potential benefits or risks of a medical product derived from analysis of RWD. da·ta /ˈdadə,ˈdādə/ ev·i·dence /ˈevədəns/
  • 24. Doing now what patients need next
  • 26. a v ex is. com UNDERSTANDING GENE REPLACEMENT THERAPY US-UNB-18-0126 09/18
  • 27. AVEXIS.COM • 2 The AveXis Commitment We Are: A clinical-stage gene therapy company relentlessly focused on bringing gene therapies out of the lab and into the clinical setting for patients and families who desperately need them. Our Mission: We are dedicated to harnessing the potential of gene replacement therapy as an effective treatment for rare and life-threatening genetic diseases that affect the nervous system.
  • 28. a v e xi s.c o m 3 CONFIDENTIAL DISCOVER THEGENETIC EVOLUTION Although the l ogic be h i nd GRT is simple, the s c i e nc e be h i nd it h a s remained elusive for years. 1 The field of genetics h a s a d v a n c e d significantly from Mendel’s early discoveries. With e m e r g i ng g e n e therapy approvals a n d others currently b e i n g developed, a new era of ge ne t i c s c i e nc e h a s emerged. 1 - 4 1860s 1953 1984 - 2000 1999 - 2002 2018 Gregor Mendel’ s p e a plant studies help to establish the rules of g enetic inheritance. 5 The structure of D N A is characterized. 2 , 6 Scientists successfully s e q u e n c e the h u m a n g en ome. 7 A number of individual g e n e therapy c as es result in complications . A d e ath in a clinical trial sets b a c k research. 4 C h i n a approves 2003 the first g e n e therapy in the world.8 2017 FDA approves the first g e n e therapy for use in the US.9 es With numerous promising c a n d i d a t in the pipeline, a Science publication declares “ G e n e Therapy C o m e s of Age.”1 References: 1. Dunbar CE, et al. Science. 2018;359(6372):eaan4672. 2. Gayon J. C RBiol. 2016;339(7-8):225-230. 3. Boudes PF. Eur J Intern Med. 2014;25(1):31-36. 4. Keeler AM,et al. Clin Transl Sci. 2017;10(4):242-248. 5. Gregor Mendel: the father of modern genetics. May 22, 2013. https://history.nih.gov/exhibits/nirenberg/HS1_mendel.htm. 6. The Nobel Prize in physiology or medicine 1962. https://www.nobelprize.org/nobel_prizes/medicine/laureates/1962. 7. Hood L & Rowen L. Genome Med. 2013;5(9):79. 8. Zhang WW, et al. Hum Gen Ther. 2018;29(2):160-179. 9. FDAapproval brings first gene therapy tothe United States. August 30, 2017. https://www.fda.gov/NewsEvents/Newsroom/ PressAnnouncements/ucm574058.htm.
  • 29. AVEXIS.COM • 4 Understanding Gene Replacement Therapy
  • 30. GENE REPLACEMENT THERAPY GENE THERAPY REPLACEMENT Gene replacement therapy is being studied as a treatment option for genetic disease, and we want to help you understand the science behind it.
  • 31. Genes are small sections of DNA. DNA is inherited from your parents and carries instructions that tell the body how to function properly. Specific genes tell the body how to make specific proteins. GENE
  • 32. Proteins play important roles in the body, like helping your cells to function properly or acting as the building blocks of your body. PROTEIN
  • 33. If a gene has an error, and the body can’t make a specific protein, it can be damaging to a person’s health. ERROR
  • 34. GENETIC DISEASE A genetic disease or disorder is the result of an errorin one or more of a person’s genes. The disease a person has depends on which gene inhis or her DNA has the error. Depending on the disease or disorder, the gene can be inherited from one or both parents. Or, sometimes it’s a change that just happens randomly. A genetic disease caused by a single gene that isfaulty or missing is called a monogenic disease. GENETIC DISEASE
  • 35. a v e xi s.c o m 1 1 CONFIDENTIAL NEWPOSSIBILITIESFOR MONOGENIC DISEASES M o n o g e n i c diseases are ideal targets for GRT b e c a u s e they c a n result from the loss or malfunction of a single g e n e . Examples include 1 - 5 : •  Cystic fibrosis ( C F ) •  D u c h e n n e muscular dystrophy ( D MD ) •  Hemophilia •  Spinal muscular atrophy ( S MA) •  Rett syndrome •  S o m e forms of amyotrophic lateral sclerosis ( ALS) •  S o m e forms of Parkinson’s d i s e a se References: 1. Saraiva J, et al. J Control Release. 2016;241:94-109. 2. Boudes PF. Eur J Intern Med. 2014;25(1):31-36. 3. Lisowski L, et al. Curr Opin Pharmacol. 2015; 24:59-67. 4. Prakash V,et al. Mol Ther. 2016;24(3);465-474. 5. Klein C & Westenberger A. Cold Spring Harb Perspect Med. 2012;2(1):a008888. 6. Wang CH, et al. J Child Neurol. 2007;22(8):1027-1049. 7. Lin CW, et al. Pediatr Neurol. 2015;53(4):293-300.
  • 36. HEALTHY GENES A CLOSER LOOK AT MONOGENIC DISEASESA CLOSER LOOK AT MONOGENIC DISEASES
  • 37. INDIVIDUALS WITH MONOGENIC DISEASES A CLOSER LOOK AT MONOGENIC DISEASESA CLOSER LOOK AT MONOGENIC DISEASES
  • 38. GOAL OF GENE REPLACEMENT THERAPY Gene replacement therapy attempts to give the body a new, working copy of the missing or faulty gene that can make a particular protein the body needs. GOAL OF GENE REPLACEMENT THERAPY
  • 39. HOW GENE THERAPY WORKS In the lab, a new, working copy of a specific gene is made. Then the new gene is placed inside a vector. A vectoracts like an envelope or a delivery vehicle. It carries the new gene to cells throughout the body.
  • 40. Gene Replacement Therapy Delivery Routes Collins M & Thrasher A. Proc Biol Sci 2015;282(1821). FOR MEDICAL EDUCATION ONLY
  • 41. When the vector reaches the nucleus of the cell, it releases the working copy of the gene.
  • 42. The gene starts working to make protein, and it doesn’t stop.
  • 43. CONSIDERATIONS OF GENE REPLACEMENT THERAPY Supportive therapies will continue to be important for patients treated with gene replacement therapy. Gene replacement therapy may not be right for all patients. The safety and efficacy of all gene replacement therapies being studied are specific to the vector and the disease targeted. Especially in gene therapy models with gene placement into the cell’s DNA, risks of undesired effects may occur and are being studied. Data continues to emerge about the lasting effects of gene replacement therapy. Gene replacement therapy may halt progression of disease but does not reverse the damage that happened before treatment. CONSIDERATIONS OF GENE REPLACEMENT THERAPY
  • 45. /////////// Clinical Development Considerations in Precision Oncology Example in TRK Fusion Cancer CORD, Access to Innovation Conference, Nov 6, 2019 Josh Silvertown, PhD, MBA Senior Manager and Medical Affairs Strategist MA-LAR-CA-0090-2
  • 46. I am an employee of Bayer Inc. Bayer has provided an unrestricted sponsorship to support the CORD meeting. This presentation may contain information regarding indications and/or instructions which differ from the approved use of products available in Canada. For complete information on Bayer products, please refer to the respective product monograph: https://www.bayer.ca/omr/online/vitrakvi-pm-en.pdf Disclaimers Presentation to CORD; Nov 18, 2019 Page 2
  • 47. From traditional to precision oncology Precision Medicine: Innovation in Oncology Clinical Development Positive predictive biomarkers Molecular profiling “Conventional treatment” (eg, systemic chemotherapy) Molecular- driven therapy Markers predictive of resistance or adverse events 3
  • 48. TRK fusion cancer: Identified in >24 histologies and counting Cancers enriched For TRK fusions Frequency >75% Cancers harbouring TRK Fusions at lower frequencies 5% to 25% <5% Adapted from Cocco et al. NTRK fusion-positive cancers and TRK inhibitor therapy. Nat Rev Clin Oncol. 2018 (ePub ahead of print) 4
  • 49. Larotrectinib’s clinical development program overcame traditional hurdles in drug development 1.  Hyman DM, et al. J Clin Oncol. 2017;35:LBA2501. 2.  Drilon A, et al. N Engl J Med. 2018;378:731-739. 3.  https://www.bayer.ca/en/media/news/?dt=TlRRPQ==&st=1 First drug to be simultaneously investigated in adult and pediatric populations1,2. First drug to be approved by Health Canada with a tumour agnostic indication. Presentation to CORD; Nov 18, 2019
  • 50. New ways of treating rare cancer requires new trial designs Need for modification of clinical trial design Increase in number of potentially actionable mutation targets Limited number to recruit into rare cancer clinical studies Existing evidence for rare cancer treatments is poor Pediatric population is underserved 6 Presentation to CORD; Nov 18, 2019
  • 51. 7 Basket Design – Biomarker Specific, Histology-Agnostic Cohorts Tao, Jessica J., Alison M. Schram, and David M. Hyman. "Basket studies: Redefining clinical trials in the era of genome-driven oncology." Annual review of medicine 69 (2018): 319-331. Melanoma Thyroid cancer Colorectal cancer Lung cancer Increase access to therapy Small cohorts lead to faster results Establishment of standard of care in rare diseases Drug activity can depend on tumour histology Patient heterogeneity can impact validity Challenging to define controls Comparison issues due to excessive testing of subgroups Presentation to CORD; Nov 18, 2019
  • 52. 8 Pooling Biomarker-Positive Patients for a Rare Disease Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD)
  • 53. 9 Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD) Balancing the challenge (and expectations) of heterogeneity among rare diseases
  • 54. 10 What is a pragmatic approach to measure efficacy in basket trials? Hyman et al, 2019. Durability of response with larotrectinib in adult and pediatric patients with TRK fusion cancer. Presented at ESMO 2019. Barcelona, Spain. (445PD) Presentation to CORD; Nov 18, 2019
  • 55. 11 Take-home messages Unique challenges exist in oncology drug development for tumor agnostic drugs but can be addressed with appropriate and innovative trial designs. Basket trial designs are effective and feasible in studying treatments for a rare disease (i.e. pediatric cancers, TRK fusion cancer).