ISCTM ~ ECNP Joint Conference ▪ 1 September 2017 ▪ Paris ▪ France
Lessons learnt in recent trials in negative symptoms
- D. Umbricht, N. Schooler, D. Fraguas,
- A. Khan, A. Kott, D. Daniel, C. Arango
ISCTM Paris, September 1st, 2017
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Lessons learnt in recent trials in negative symptoms D. Umbricht, - - PowerPoint PPT Presentation
Lessons learnt in recent trials in negative symptoms D. Umbricht, N. Schooler, D. Fraguas, A. Khan, A. Kott, D. Daniel, C. Arango ISCTM Paris, September 1st, 2017 ISCTM ~ ECNP Joint Conference 1 September 2017 Paris France 1
ISCTM ~ ECNP Joint Conference ▪ 1 September 2017 ▪ Paris ▪ France
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negative subscale items of the Positive and Negative Syndrome Scale (P ANSS) (Stauffer et al 2012).
negative subscale items of the Positive and Negative S yndrome Scale plus a P ANSS positive score of <19, a Barnes Akathisia score of <2, a Simpson–Angus score of <4, and a Calgary Depressive Scale score of <9 (Stauffer et al 2012)
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* M arder et al, 2013
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* Developed by Nina Schooler, Celso Arango and Daniel Umbricht * * Conducted by Nina Schooler and Daniel Umbricht
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‘overengineered’ with too much a focus on keeping positive symptoms low excluding a large number of subjects from studies
allowed as long as they are stable and not ‘disruptive’
symptoms selects more ‘treatment resistant’ and least engaged patients
by severity
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0.25 0.31 0.35 0.33 0.32 0.40 0.23 0.36
Correlation between changes from BL in positive and negative subscales
negative and lower positive symptoms at baseline.
across subsets.
Dunayevich et al, European Neuropsychopharmacology(2014) 24, 1615–1621
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Pos Sx > Neg Sx Neg Sx > Pos Sx
NSFS* at baseline
N= 861 N= 62 N= 203 N= 174 N= 107 N= 376
* NSFS= P ANSS Negative S ymptom Factor Score (M arder factor; item scoring 0-6)) * * Data from phase 3 bitopertin suboptimally controlled symptoms studies
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Pos Sx <14 Pos Sx = 14-18 Pos Sx > 18
NSFS* at baseline
N= 101 N= 361 N= 53 N= 159 N= 34 N= 149
* NSFS= P ANSS Negative S ymptom Factor Score (M arder factor; item scoreing 0-6) * * Data from phase 3 bitopertin suboptimally controlled symptoms studies
N= 471 N= 165 N= 300
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Pos Sx <14 Pos Sx = 14-18 Pos Sx > 18
NSFS at baseline
N= 101 N= 361 N= 53 N= 159 N= 34 N= 149
* PSFS= P ANSS Positive S ymptom Factor Score (M arder factor; item scoring 0-6) * * Data from phase 3 bitopertin suboptimally controlled symptoms studies
N= 165 N= 300
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N=1878
Analysis performed by A. Khan, NeurocogTrials
N2 Emotional Withdrawal
Item information
M ean NSFS at baseline
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200 200 200 200
Analysis performed by A. Khan, NeurocogTrials
N2 Emotional Withdrawal
N=1878
Item information
NSFS distribution at baseline
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75
Analysis performed by A. Khan, NeurocogTrials
NSA Total Score Distribution at baseline
Item information
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Analysis performed by A. Khan, NeurocogTrials
Prolonged time to respond Restricted speech quantity Impoverished speech content Inarticulate speech Emotion: Reduced range Affect: Reduced modulation of intensity Affect: Reduced display on demand Reduced social drive
NSA Total Score Distribution at baseline
N=1783
Item information
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Analysis performed by A. Khan, NeurocogTrials
Poor rapport with interviewer Sexual interest Poor grooming and hygiene Reduced sense of purpose Reduced interests Reduced daily activity Reduced expressive gestures Slowed movements
Role of Informant
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Deemed unreliable as informant, more important for compliance
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Insistence on informant may limit patients to lower functioning patients, potentially excluding patients who live independently and may respond best
Scales/ Assessments
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Include scales that measure avolition and expressive deficits separately (CAINS, BNSS), keep P ANSS for legacy reason
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M ost colleagues in favor of either centralized ratings, video taping/ independent assessment
interviews used for outcome
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Some scepticism that CR could not capture all nuances of negative symptoms also expressed
Role of a psychosocial «platform» in a trial
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Biggest difference between academic and industry
Biomarkers
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If biomarkers were considered, effort-choice tasks recommended to characterize patients
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19 Factors associated with placebo response
Line A = M ean drug response Line B = Identity line i.e. size of drug response (vertical axis) equal to the placebo response (horizontal axis); vertical deviation from this identity line shows the drug-placebo difference. ISCTM ~ ECNP Joint Conference ▪1 September 2017 ▪Paris ▪ France
Agid et al, Am J Psychiatry 2013; 170:1335–1344
Placebo (+SoC) response >40% showed a trend to lower risk ratio of response to the adjunctive drug vs. placebo (Iovieno & Papaksotas 2012)
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Response Rate (RR)
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61% 58% 56% 44% 61% 58% 60% 58%
30% 35% 40% 45% 50% 55% 60% 65%
Response Rate Placebo Bitopertin 10mg
Phase 2 Trial
* Response defined as ≥ 20% improvement on the NSFS
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Responding to any intervention
Responding to active, but not placebo
Not responding to any intervention
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30% >-7.25 25% >-8 20% >-9.3 15% >-9 10% >-10.5 5% >-14
≤-3.75 ≤-3.3 ≤-3 ≤-2.3 ≤-2 ≤-1.2
Adapted from Borsook, Becerra and Fava, Transl Psychiatry. 2013
Low Placebo response High Placebo response Identify sites that show high or low average placebo response and remove all data including data from patients on active treatment, assuming that average placebo response is indexing category of patients recruited at that site → composition of patients contains more patients in the green group with filter narrowing
Treatment<<Favors>> Placebo
30% >-7.25 25% >-8 20% >-9.3 15% >-9 10% >-10.5 5% >-14
≤-3.75 ≤-3.3 ≤-3 ≤-2.3 ≤-2 ≤-1.2
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Results in “Normal” Pbo response sites better than the overall population in all NS studies
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61% 58% 56% 44%
R² = 0.92
30% 35% 40% 45% 50% 55% 60% 65% 40 50 60 70 80 90 100 110
Placebo Response
Number of Sites
Placebo Linear (Placebo)
Phase 2 Trial Phase 3 Trials
* Response defined as ≥ 20% improvement on the NSFS
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61% 58% 56% 44%
R² = 0.92
30% 35% 40% 45% 50% 55% 60% 65% 40 50 60 70 80 90 100 110
Placebo Response
Number of Sites
Placebo Bitopertin 10mg Linear (Placebo) Linear (Bitopertin 10mg)
Phase 2 Trial Phase 3 Trials
* Response defined as ≥ 20% improvement on the NSFS
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<.0001 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=199) Not affected subjects (N=149) Affected subjects (N=16)
Protocol WN25308
Erratic ratings of NSFS in placebo treated patients– change of at least 20% in opposite directions across 2 consecutive visits associated with greater placebo response at patient level
ES = 0.09
Analysis performed by A. Kott and X. Wang, Bracket
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0.4974 0.0075 0.0035 <.0001 <.0001 0.0174
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=202) Not affected subjects (N=162) Affected subjects (N=17)
Protocol WN25309
Erratic ratings of NSFS in placebo treated patients– change of at least 20% in opposite directions across 2 consecutive visits associated with greater placebo response at patient level
ES = 0.04
Analysis performed by A. Kott and X. Wang, Bracket
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0.0123 0.0009 0.0023 0.0003 0.0007 0.0042
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=197) Not affected subjects (N=142) Affected subjects (N=20)
Protocol NN25310
Erratic ratings of NSFS in placebo treated patients– change of at least 20% in opposite directions across 2 consecutive visits associated with greater placebo response at patient level
ES = 0.04
Analysis performed by A. Kott and X. Wang, Bracket
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0.0001 <.0001 <.0001 <.0001 <.0001 0.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24
Study week
Study Placebo response (N=199) Not affected subjects (N=161) @ 73 sites Affected subjects (N=38; 19%) @ 19 sites
Protocol WN25308
ES = 0.11
* sites with at least one patient with erratic ratings in any treatment arm
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Analysis performed by A. Kott and X. Wang, Bracket
0.1286 0.0042 0.0031 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=202) Not affected subjects (N=154) @ 72 sites Affected subjects (N=48; 23%) @ 24 sites
Protocol WN25309
ES = 0.14
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* sites with at least one patient with erratic ratings in any treatment arm
Analysis performed by A. Kott and X. Wang, Bracket
0.0323 0.001 0.0006 0.0013 0.0082 0.0894
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=197) Not affected subjects (N=152) @ 79 sites Affected subjects (N=45; 27%) @ 26 sites
Protocol NN25310
ES = 0.04
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* sites with at least one patient with erratic ratings in any treatment arm
Analysis performed by A. Kott and X. Wang, Bracket
<.0001 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=199) Not affected subjects (N=187) Affected subjects (N=12)
Protocol WN25308
ES = 0.06
Analysis performed by A. Kott and X. Wang, Bracket
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<.0001 <.0001 0.0001 0.0002 0.0004 0.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=202) Not affected subjects (N=195) Affected subjects (N=7)
Protocol WN25309
ES = 0.09
Analysis performed by A. Kott and X. Wang, Bracket
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<.0001 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=197) Not affected subjects (N=186) Affected subjects (N=11)
Protocol NN25310
ES = 0.11
Analysis performed by A. Kott and X. Wang, Bracket
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<.0001 <.0001 <.0001 <.0001 <.0001 0.0156
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=199) Not affected subjects (N=169) @ 75 sites Affected subjects (N=30; 15%) @ 17 sites
Protocol WN25308
ES = 0.07
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* sites with at least one patient with improvement above 90th percentile in any treatment arm
Analysis performed by A. Kott and X. Wang, Bracket
0.0073 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20
24 Study week
Study Placebo response (N=202) Not affected subjects (N=174) @ 77 sites Affected subjects (N=28;13%) @ 19 sites
Protocol WN25309
ES = 0.09
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* sites with at least one patient with improvement above 90th percentile in any treatment arm
Analysis performed by A. Kott and X. Wang, Bracket
<.0001 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=197) Not affected subjects (N=165) @ 91 sites Affected subjects (N=32 ;16%) @ 14 sites
Protocol NN25310
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ES = 0.20
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* sites with at least one patient with improvement above 90th percentile in any treatment arm
Analysis performed by A. Kott and X. Wang, Bracket
<.0001 <.0001 <.0001 <.0001 <.0001 <.0001
Change in Marder Negative Factor Score LSMean +/- SE 4 8 12 16 20 24 Study week
Study Placebo response (N=197) Not affected subjects (N=165) @ 91 sites Affected subjects (N=32) @ 14 sites
Protocol NN25310
ES = 0.20
ES of change in placebo response 0.04 to 0.2 potentially jeopardizing signal
assesssment quality.
Supports the use of centralized or videotaped ratings and/ or performance based and ecologically momentary assessments
negative symptom patients
choice task)
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from seventeen publications, assessing the effect of 13 drugs versus placebo on negative symptom in 998 patients on stable AP background treatment
95% CI: 2.05 to 3.77), but there was significant heterogeneity and high risk of publication bias.
significantly and independently associated with
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Higher numbers of arms in the trial (p=0.001)
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M ore study sites (p<0.001)
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Industry sponsorship (p=0.001)
placebo response when controlling for other factors
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* Fraguas D, Díaz-Caneja CM , Pina-Camacho L, Umbricht D, Arango C: manuscript in preparation
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Treatment Period 1 3 weeks Wash out 14 days Treatment Period 2 3 weeks Treatment Period 3 3 weeks
controlled, three-way crossover design
QD and 15 mg QD and placebo on top of stable antipsychotic treatment
symptoms (mild/ moderate)
behavioral (effort choice task) assessment of reward anticipation and reward valuation
Wash out 14 days
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Error areas represent the standard error of mean
Control Condition Anticipation of low reward Anticipation of high reward
43 p=0.039* p=0.053*
* two-sided p-value for paired t- test versus placebo
Figures show time-dependent fitted BOLD response
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44 ISCTM ~ ECNP Joint Conference ▪1 September 2017 ▪Paris ▪ France M ultiple regression shows that overall activation but not differential activation (reward anticipation versus control) is related to effortful behavior
p<0.01
symptoms?
standard treatment for negative symptoms is recognized… ..(M öller et al, Working group on negative symptoms in schizophrenia, Psychopharmacology, 1994)
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Drop restrictions on level of positive symptoms, as long as they are not ‘disruptive’, and stratification into dominant vs predominant neg symptom patients
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Consider enrolling patients with moderate negative symptoms (i.e. 14 and up on NSFS [scoring 0-6])
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Include patients with shorter duration of illness
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Consider patients who can live independently, that is have more potential for improvment, i.e. consider dropping requirement of informant
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Consider use of effort choice task to characterize patients
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Consider centralized or videotaped independent ratings
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Keep site numbers low; in phase 3 consider separate safety studies
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Keep number of arms to a minimum
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Consider a monotherapy trial in patients who have predominant negative symptoms?
How can we involve academia more?
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