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A	longitudinal	study	of	amyloid	beta	1-43	levels	in	
the	cerebrospinal	fluid	from	pa<ents	with	amnes<c	
mild	 cogni<ve	 impairment	 or	 early	 Alzheimer’s	
disease	
	
Adiba	Shabnam
Backgro
und	
Aim	 Method	 Result	 Conclusion	 shortcomings	
overview
BACKGROUND
Alzheimer’s disease
Defini;on	
A	 progressive	 degenera;ve	 brain	 disorder	 that	 slowly	 and	
eventually	 destroys	 neurons	 leading	 to	 memory	 loss	 and	 other	
cogni;ve	dysfunc;ons.		
	
Facts	
•  Its	fatal	and	there	is	no	cure	currently.	
•  Most	common	type	of	demen;a	(70%)	
•  High	prevalence	and	rising	incidence.
Neuro-pathological Findings
•  	extensive	atrophy	due	to	loss	of	neurons	
•  Amyloid	plaques	
•  Neurofibrillary	tangles
hIps://www.youtube.com/watch?v=dj3GGDuu15I
Amyloid plaque
•  Main	component	is	Aβ	pep;de:	Aβ40	and	Aβ42	
•  Derived	from	Amyloid	Precursor	protein	(APP)	
Amyloidogenic	
pathway
Neurofibrillary Tangles
•  Composed	of	Hyperphosphorylated	forms	of	the	protein	tau.	
•  Normally,	tau	binds	to	microtubules	and	stabilizes	it.	
•  In	AD	tau	protein	loses	its	ability	to	bind	to	microtubules	and	
aggregates	as	NFT.
Pathogenesis
• Many	hypothesis	have	been	suggested	so	far.	
• Amyloid	cascade	hypothesis	(ACH)	is	widely	accepted.	
• ACH	states	that	imbalance	in	produc;on	and	clearance	
of	Aβ	is	the	ini;a;ng	event	of	AD	leading	to	tau	
hyperphosphoryla;on	and	tangle	forma;on.
ALZHEIMER’S DISEASE
Classifica;on	
•  Early-onset	AD:	<65	years,	less	common	
•  Late-onset	AD:	>65	years	
•  More	common	(95%)	
•  Mainly	sporadic	
•  Cause	unknown	
• Familial	AD:	gene;c	muta;on
Causes
•  Advanced	age	
•  Gene;c	factors:	APOE	ε4	
	APP,	PSEN1,	PSEN2	muta;on	
•  Environmental	&	lifestyle	factors:		
Ø cardio-vascular	factors	
Ø Trauma;c	brain	injury	
Ø Diet	and	physical	ac;vity	
•  Cogni;ve	reserve
Missing	links	?
DiagnosNc criteria
•  Prevailing	criteria:	by	NINCDS-ADRDA	in	1984	
•  Diagnosis	can	only	be	probable	in	life	
•  Demen<a	appears	
•  Two	major	sets	of	criteria	proposed	
•  IWG	(2007,	2010)	
•  NIA-AA	(2011)	
•  episodic	memory	impairment	and	biomarkers		
•  The	prodromal	stage	of	AD.	
•  Harmoniza;on	of	the	diagnos;c	criteria	is	ongoing.
Stages of AD 
Preclinical	AD	
Ø long	asymptoma;c	phase	of	AD	con;nuum		
Ø pathological	changes	in	the	brain	starts		
Ø cogni;ve	ability	is	normal.	
Mild	Cogni<ve	Impairment/MCI		
Ø symptoma;c	predemen;a	phase	of	AD	
Ø evidence	of	change	in	cogni;on	compared	to	their	past	
Ø 	func;onal	abili;es	are	preserved	
Ø Amnes;c	MCI	considered	as	prodromal	phase	
AD	demen<a	
Ø cogni;ve	decline	from	previous	levels		
Ø normal	func;onal	and	social	abili;es	interfered
•  Treatment	can	be	effec;ve	if	ini;ated	in	early	stages	before	significant	
neurodegenera;on	occurs.		
Early	detec<on	of	AD	is	needed
Biomarkers

•  A	measurable	clinical	en<ty	that	provides	an	insight	of	a	normal	
biological	or	pathogenic	processes	
•  Imaging	biomarkers	
•  Structural	Magne;c	Resonance	Imaging	(sMRI)	
•  Func;onal	MRI	(fMRI)	
•  FDG-PET	
•  PiB	PET	Imaging	Aβ	burden	
•  Tau-PET	
•  Fluid	Biomarkers	
•  CSF	Biomarkers:	Aβ42,	Aβ40,	total	tau	(t-tau)	and	phosphorylated	tau	(p-tau)
CSF biomarkers
•  Reduced	Aβ42	reflec;ng	amyloid	
deposi;on.	
•  Enhanced	t-tau	showing	neuronal	
degenera;on.	
•  Increased	p-tau	indicates	tangle	
pathology.
Biomarker models and in vivo staging AD
;me		
Jack	et	al	,	2013
Aβ43
•  Deposi;on	more	frequent	than	Aβ40	(Welander	et	al,	2009;	Keller	et	al,	2010)	
•  Appears	earlier	than	other	Aβ	pep;des	(Zou	2013)	
•  More	hydrophobic	than	Aβ42	(Saito	et	al,	2011)	
•  Higher	propensity	to	aggregate	rapidly	than	Aβ42	
•  More	neurotoxic	(drives	Aβ42	polymeriza;on)	
Ø  	Aβ49	àAβ46	àAβ43	(okochi,	2013)	
Ø  	Aβ48	àAβ45	àAβ42
AIM
AIM
•  concentra<on	of	Aβ43	in	CSF	of		
	MCI	pa;ents	stable	over	2	years	
	MCI	pa;ents	progressing	to	AD		in	2	years	and		
	AD	pa;ents		
•  Analyze	the	diagnos<c	performance	of	Aβ43			
•  Compare	longitudinal	changes	in	biomarker	levels	at	twelve	months	
intervals	(T0,	T12,	T24)	over	2	years.
METHODS
ParNcipants
		
	
23	sMCI		
19	AD		
20	pMCI		
32	healthy	individuals	
62	pa;ents	with	amnes;c	MCI	
and	early	AD	
sMCI:	stable	over	2	years.	
pMCI:	progressed	to	AD	in	2	years.	
AD
METHOD
•  ELISA	kits	
•  SPSS	version21	
•  Non-parametric	tests	
•  P<0.05	:	sta;s;cally	significant	
•  0.05<p<0.10:	trend
RESULTS&
DISCUSSION
Core biomarkers
Increased	t-tau	level	
DIAGNOSIS
ADpMCIsMCIcontrol
CSF	A42	(pg/ml)
2,000
1,500
1,000
500
0
8
4
30
14
4
8
4
30
8
93
	T24
	T12
	T0
DIAGNOSIS
ADpMCIsMCIcontrol
CSF	T-tau	(pg/ml)
6,000
5,000
4,000
3,000
2,000
1,000
0
43
54
20
43
47
54
20
67
43
	T24
	T12
	T0
DIAGNOSIS
ADpMCIsMCIcontrol
CSF	P-tau	(pg/ml)
200
150
100
50
0
43
20
20
67
T24
T12
T0
Reduced	Aβ42	level	 Increased	p-tau	level
Aβ43 levels in CSF
Cross-sec<onal	analysis:	Significantly	
reduced		
Ø  Sequestra;on	in	plaques	
Ø  Lowered	produc;on	from	APP	
Ø  Increased	degrada;on	by	γ-secretase	
and	Angiotensin	Conver;ng	Enzyme		
Ø  Aβ43	form	oligomers	which	escaped	
detec;on	by	ELISA	
longitudinal	analysis:	Significantly	reduced		
Ø  From	T0	to	T12	(pMCI	&	AD)	
Ø  Progressive	
Ø  Marginal:	slow	rate	of	accumula;on	
Correlated	posi<vely	with	Aβ42	
Ø  same	mechanism	(altered	γ-secretase	
ac;vity)	
	Aβ49	àAβ46	àAβ43		
	Aβ48	àAβ45	àAβ42	
	
DIAGNOSIS
ADpMCIsMCIcontrol
30
14
8
24
30
14
4
8
24
30
8
14
24
80
CSF	A43	(pg/ml)
120100806040200
	T24
	T12
	T0
DiagnosNc performance of Aβ43
	 Control:sMCI Control:pMCI Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.72 0.93 0.97 0.71 0.77 0.59
Cut-off	
(pg/ml)
<26.1 <24.8 <27.7 <21.1 <20.9 <18.8
Sensi<vity 50 90 93 79 87 73
Specificity 100 100 96 70 70 53
Youden's	
index
0.50 0.90 0.89 0.49 0.57 0.25
Likelihood	
ra<o
	 	 23.3 2.63 2.9 1.5
•  Good	diagnos;c	accuracy:	High	AUC	in	pMCI	Vs	controls	and	AD	Vs	controls	
•  High	sensi;vity	and	specificity	
•  Can	differen;ate	well	between	pMCI	and	AD	pa;ents	from	controls
ROC curves showing diagnosNc
performance
AD	Vs	Controls	
1	-	Specificity
1,00,80,60,40,20,0
Sensitivity
1,0
0,8
0,6
0,4
0,2
0,0
Reference	Line
p-tau
t-tau
A42
A43
1	-	Specificity
1,00,80,60,40,20,0
Sensitivity
1,0
0,8
0,6
0,4
0,2
0,0
Reference	Line
p-tau
t-tau
A42
A43
pMCI	Vs	Controls
DiagnosNc performance of Aβ42
	 Control:
sMCI
Control:
pMCI
Control:
AD
sMCI:p
MCI
sMCI:AD pMCI:AD
AUC 0.79 0.94 0.97 0.57 0.65 		0.67
Cut-off	
(pg/ml)
<692.8 <635.1 <604.4 <792.7 <558.7 <546.2
Sensi<vi
ty
60 84 87 95 87 87
Specifici
ty
92 96 96 94 55 47
Youden'
s	indexa
0.52 0.80 0.83 0.34 0.42 0.35
Likeliho
od	ra<ob
7.5 21 21.75 15.83 1.93 1.64
	 Control:s
MCI
Control:p
MCI
Control:
AD
sMCI:pM
CI
sMCI:A
D
pMCI:AD
AUC 0.72 0.93 0.97 0.71 0.77 0.59
Cut-off	
(pg/ml)
<26.1 <24.8 <27.7 <21.1 <20.9 <18.8
Sensi<v
ity
50 90 93 79 87 73
Specific
ity
100 100 96 70 70 53
Youden
's	index
0.50 0.90 0.89 0.49 0.57 0.25
Likeliho
od	ra<o
	 	 23.3 2.63 2.9 1.5
Aβ42	 Aβ43
Comparison of Aβ43 with Aβ42
•  Cross-	sec;onal:	Decreased	
•  Longitudinal:	No	change	
•  Reached	plateau	phase	
•  Diagnos;c	accuracy	(AUC=0.9)	
•  pMCI	Vs	Controls	
•  Sensi;vity	=	84%	
•  Specificity	=	96%	
•  AD	Vs	Controls	
•  Sensi;vity	=	87%	
•  Specificity	=	96%	
•  Cross-	sec;onal:	Decreased	
•  Longitudinal:	Reduced	
(marginal)	
•  Diagnos;c	accuracy	(AUC=0.9)	
•  pMCI	Vs	Controls		
•  Sensi;vity	=	90%	
•  Specificity	=	100%	
•  AD	Vs	Controls		
•  Sensi;vity	=	93%	
•  Specificity	=	96%
Control:sMC
I
Control:pMC
I
Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.58 0.86 0.87 0.75 0.81 0.58
Cut-off	
(pg/ml)
>406.2 >392.8 >471.1 >328.0 >591.0 >481.3
Sensi<vity	
(%)
43 79 81 90 63 81
Specificity	
(%)
88 98 96 52 90 42
Youden's	
index
0.30 0.66 0.77 0.42 0.53 0.23
Likelihood	
ra<o
3.43 6.31 19.36 1.88 6.58 1.40
	 Control:sMC
I
Control:pM
CI
Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.55 0.82 0.83 0.75 0.77 0.56
Cut-off	
(pg/ml)
>77.3 >65.2 >76.9 >58.1 >89.2 >74.1
Sensi<vity	
(%)
29 79 81 84 69 81
Specificity	
(%)
96 79 96 57 86 42
Youden's	
index
0.24 0.58 0.77 0.41 0.54 0.23
Likelihood	
ra<o
6.81 3.79 19.35 1.96 4.81 1.40
T-tau		 p-tau		
Diagnos<c	performance	of	t-tau	and	p-tau		
•  Low	diagnos;c	accuracy	(AUC<0.9)
levels of raNos: Aβ43/Aβ42 and Aβ43/Aβ40
Aβ43/Aβ42	
	
Aβ43/Aβ40	
	
Significant	reduc;on	in	Aβ43/Aβ42	and	Aβ43/Aβ40
DiagnosNc performance of raNos
	 Control:sMCI Control:pMC
I
Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.36 0.72 0.58 0.77 0.68 0.39
Cut-off <34.1 <39.94 <34 <40.7 <43.5 <34.2
Sensi<vity	
(%)
20 84 47 84 73 47
Specificity	
(%)
88 64 88 70 65 58
Youden's	
index
0.08 0.48 0.35 0.54 0.38 0.04
Likelihood	
ra<o
1.7 2.3 3.9 2.8 2.1 1.1
	 Control:sMCI Control:pMCI Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.51 0.86 0.90 0.73 0.79 0.54
Cut-off <1.59 <1.62 <1.68 <1.71 <2.29 <1.23
Sensi<vity	
(%)
33 84 87 84 93 60
Specificity	
(%)
96 96 96 67 61 38
Youden's	
index
0.29 0.80 0.82 0.51 0.54 0.18
Likelihood	
ra<o
7.74 19.58 20.16 2.52 2.39 1.42
Aβ43/Aβ42	
	
Aβ43/Aβ40	
	
Aβ43/Aβ40	shows	beIer	ability	to	differen;ate	pMCI	and	AD	from	controls
RaNos
•  Significant	reduc;on	in	Aβ43/t-tau	and	Aβ42/t-tau	
Aβ43/t-tau	
	
Aβ42/t-tau
DiagnosNc performance of raNos
	 Control:sMCI Control:pMCI Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.72 0.91 0.95 0.80 0.85 0.62
Cut-off <115.7 <58.1 <99.4 <37.2 <33.8 <16.03
Sensi<vity	
(%)
55 90 93 74 80 40
Specificity	
(%)
92 96 92 90 90 90
Youden's	
index
0.47 0.85 0.85 0.64 0.70 0.29
Likelihood	
ra<o
6.62 21.3 11.24 7.37 8 3.8
	 Control:sMC
I
Control:pMC
I
Control:AD sMCI:pMCI sMCI:AD pMCI:AD
AUC 0.75 0.91 0.95 0.73 0.81 0.63
Cut-off <3103.8 <1512.7 <1466.8 <1617.1 <883.4 <870.2
Sensi<vity	
(%)
71 90 88 90 75 75
Specificity	
(%)
87 96 96 62 81 58
Youden's	
index
0.58 0.85 0.83 0.51 0.56 0.33
Likelihood	
ra<o
5.49 20.81 20.34 2.34 3.94 1.78
Aβ43/t-tau	and	Aβ42/t-tau	shows	similar	ability	to	differen;ate	pMCI	and	
AD	from	controls		
Aβ43/t-tau	 Aβ42/t-tau
CONCLUSIONS
Conclusion
•  Significantly	reduced	level	of	CSF	Aβ43	in	all	pa;ent	groups	
compared	to	controls	
•  High	diagnos<c	accuracy	of	CSF	Aβ43	(pMCI	Vs	Controls)	
•  CSF	Aβ43	reduced	significantly	longitudinally	over	2	years	
•  CSF	Aβ43	can	be	a	good	prognos;c	biomarker
LIMITATIONS
Strength and weakness
•  Strength	
•  Diagnosis	performed	by	skilled	neurologist	
•  Marked	reduc;on	in	Ab43	and	Ab42	
•  Marked	enhancement	in	t-tau	and	p-tau	
•  Limita;ons	
Small	sample	size	
•  Non-parametric	test	(low	power)	
•  Misdiagnosis	(lack	neuropathological	confirma;on)
APP	muta;on	
APP	gene	duplica;on		
PSEN	muta;on		
Life	long	increase	in	total	Aβ	or	Aβ42	produc;on	or	
enhanced	aggrega;on	tendency	
Failure	of	Aβ	clearance	with	increasing	Aβ	
levels	in	the	brain	
Aging,	APOE	ε4	allele	
Environmental	risk	factors	
Gradual	decrease	in	CSF	Aβ42	
Progressive	cogni;ve	dysfunc;on	and	demen;a	
Synap;c	and	neuronal	degenera;on	with	failure	
of	neurotransmission		
Further	aggrega;on	into	fibrillary	Aβ	deposits,	tau	
posi;ve	dystrophic	neurites	and	neuri;c	plaques	
Aβ	aggrega;on	into	plaques	
Conforma;onal	change	in	Aβ	with	soluble	
oligomer	forma;on		
Gradual	increase	in	amyloid	PET	
reten;on	
Impaired	LTP	with	synap;c	
dysfunc;on	
Microglial	and	astrocy;c	
ac;va;on,	inflammatory	
response	and	oxida;ve	
stress	
Tau	pathology	
Familial	AD	 Sporadic	AD

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