Molecular Psychiatry

Mol Psychiatry. 19(2): 148-149

CSF biomarkers for Alzheimer's pathology and the effect size of APOE ɛ4

U Andreasson¹*, R Lautner¹, J M Schott², N Mattsson¹, O Hansson³, S-K Herukka⁴, S Helisalmi⁴, M Ewers⁵, H Hampel⁶, A Wallin¹, L Minthon³, J Hardy², K Blennow¹, H Zetterberg¹²*

1. Clinical Neurochemistry Laboratory, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden

2. UCL Institute of Neurology, London, UK

3. Clinical Memory Research Unit, Clinical Sciences Malmö, Lund University, Lund, Sweden

4. Department of Neurology and Brain Research Unit, Clinical Research Centre/Mediteknia, University of Eastern Finland, Kuopio, Finland

5. Institute for Stroke and Dementia Research (ISD), Ludwig-Maximilians-University, Munich, Germany

6. Department of Psychiatry, Goethe University, Frankfurt, Germany

*. E-mail: ulf.andreasson@neuro.gu.se

*. E-mail: henrik.zetterberg@gu.se

Copyright © 2014 Macmillan Publishers Limited

DOI: 10.1038/mp.2013.18

Published in print: February 2014

Published online: 19 February 2013

New research and clinical criteria for Alzheimer's disease (AD) have recently been proposed, which include biomarker information on Alzheimer's plaque and tangle pathology, or AD-typical structural brain changes, as supporting or essential elements of an AD diagnosis.1, 2, 3 In a large group of patients with both genetic and cerebrospinal fluid (CSF) biomarker data, we here show that biomarker-assisted diagnosis-making almost doubles the effect size of the association between the ɛ4 variant of the apolipoprotein E (APOE) gene and AD.

We included clinically diagnosed patients with either AD dementia (n=309) or mild cognitive impairment (MCI) due to AD (n=287), cognitively normal controls (n=251) and patients with MCI who remained stable over at least 2 years (n=399) or developed dementias other than AD (n=99) (Table 1, Supplementary Material). All had APOE ɛ2/ɛ3/ɛ4 genotypes and results on the CSF biomarkers total tau (T-tau), phosphorylated tau (P-tau) and the 42-amino-acid isoform of amyloid-β (Aβ42) determined. These CSF biomarkers reflect the core elements of Alzheimer's pathology⁴ and are strongly associated with AD in cross-sectional as well as longitudinal follow-up studies (Supplementary Material).5, 6

AD dementia and MCI-AD patients were first pooled into one clinical AD group (n=596) and compared with all remaining categories that were designated non-AD (n=749). A positive APOE ɛ4 carrier status (one or two ɛ4 alleles) was overrepresented in the AD group and yielded an odds ratio (OR) of 4.45 (95% confidence interval (CI) 3.52–5.62) for a clinical diagnosis of AD at inclusion or follow-up (Figure 1). This OR is similar to the AlzGene meta-analysis of APOE (3.68, 95% CI 3.30–4.11, www.alzgene.org/meta.asp?geneID=83, November 2012 freeze). Similarly, we tested the association of APOE ɛ4 with AD, comparing the 596 AD patients with the 251 cognitively normal controls, which resulted in an OR of 6.35 (95% CI 4.59–8.80).

Disregarding the clinical diagnoses and subgrouping all subjects into amyloid-positive, defined as CSF Aβ42 <546 ng l⁻¹ (n=779), and amyloid-negative, defined as CSF Aβ42 ⩾546 ng l⁻¹ (n=563) (see Supplementary Material for details on cut-point determination), gave an OR for APOE ɛ4 as high as 6.27 (95% CI 4.93–7.98). Dichotomizing the material according to CSF T-tau or P-tau did not change the ORs as compared with clinical diagnosis only (Figure 1). Even though the OR for the ratio P-tau/Aβ42 (6.50 (95% CI 5.07–8.35)) was slightly higher than for Aβ42 alone, the difference was not statistically significant.

We also compared patients, again disregarding the clinical diagnoses, who had a complete CSF biomarker signature indicative of AD, that is, low Aβ42 and both high T-tau and P-tau (n=438, see Supplementary Material for a detailed description of the signature), with subjects with a negative CSF biomarker pattern (n=414). The biomarker diagnosis strengthened the association to APOE ɛ4; the OR increased from 4.45 (95% CI 3.52–5.62) in pure clinical diagnosis to 7.66 (95% CI 5.65–10.39) in patients classified on the basis of biomarker data alone.

Finally, ORs were calculated on subjects having both a clinical diagnosis and a concordant complete biomarker profile (n(AD)=324; n(control)=155). This approach resulted in an even stronger association of APOE ɛ4 with AD (OR 10.4, 95% CI 6.65–16.3). Similar effects were seen when comparing non-carriers with ɛ4 heterozygotes and homozygotes across the different diagnostic groups (Figure 1, Supplementary Material).

These results have several important implications. First, APOE ɛ4 appears as strongly associated with amyloid pathology as clinical AD. Second, clinical criteria that incorporate biomarker information on Alzheimer's pathology give a stronger association with APOE ɛ4 than clinical diagnosis alone. This is compatible with the presumed higher diagnostic accuracy of the revised clinical approach,1, 2, 3 and has also been seen in a series of neuropathologically verified AD cases and controls.⁷ Third, the approach of combining clinical with biomarker data may increase the power of genetic association studies, as well as the potential to provide insights into the mechanistic pathways through which genetic risk factors may exert their effects.

Figure 1View larger versionFigure 1. Odds ratios for a positive APOE ɛ4 carrier status based on (A) clinical diagnosis, comparing patients with clinical AD with dementia at inclusion or follow-up (n=596) versus all other diagnostic groups (n=749), (B) clinical diagnosis, comparing patients with clinical AD with dementia at inclusion or follow-up (n=596) with cognitively normal subjects (n=251), (C) CSF Aβ42, comparing subjects with CSF Aβ42 below (n=779) and above (n=563) 546 ng/l, (D) CSF T-tau, comparing subjects with CSF T-tau above (n=676) and below (n=662) 446 ng/l, (E) CSF P-tau, comparing subjects with CSF P-tau above (n=497) and below (n=759) 79 ng/l, (F) CSF P-tau/Aβ42 ratio, comparing subjects with CSF P-tau/Aβ42 above and below 0.15, (G) CSF biomarker signatures, comparing subjects with an AD-indicative CSF signature with regards to all three biomarkers T-tau, P-tau and Aβ42, and subjects with a normal complete profile (cut-points specified above) and (H) CSF biomarker signatures in addition to clinical diagnosis, comparing patients with clinical AD and an AD-indicative CSF biomarker signature versus cognitively normal subjects with normal CSF biomarker results (cut-points specified above). Note that columns C-G are derived without any clinical information.

Acknowledgments

This study was funded by grants from Swedish Brain Power, the Swedish Research Council (projects 14002, 2006-6227, KP2010-63P-21562-01-4 and K2011-61X-20401-05-6), the Wolfson Foundation, the Alzheimer's Association (NIRG-08-90356), the JPND Project BIOMARKAPD, Swedish State Support for Clinical Research (ALFGBG-144341), the Swedish Brain Fund, the Alzheimer Foundation, Sweden, the Dementia Association, Sweden, the National Institute for Health Research (NIHR) Biomedical Research Unit in Dementia based at University College London Hospitals (UCLH), University College London (UCL). The Dementia Research Centre is an Alzheimer's Research UK Coordinating Centre. HH was supported by the Katharina-Hardt Foundation, Bad Homburg, Germany. AW thanks the Gothenburg MCI Study team and was supported by the Swedish Research Council (project K2010-61X-14981-07-3).

Disclaimer

The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR or the Department of Health.

Footnotes

Supplementary Information accompanies the paper on the Molecular Psychiatry website (http://www.nature.com/mp)

Notes

The authors declare no conflict of interest.

Supplementary Material

Open In Web Browser

Articles from NPG Open Access are provided here courtesy of Nature Publishing Group

PMC Copyright Notice

The articles available from the PMC site are protected by copyright, even though access is free. Copyright is held by the respective authors or publishers who provide these articles to PMC. Users of PMC are responsible for complying with the terms and conditions defined by the copyright holder.

Users should assume that standard copyright protection applies to articles in PMC, unless an article contains an explicit license statement that gives a user additional reuse or redistribution rights. PMC does not allow automated/bulk downloading of articles that have standard copyright protection.

See the copyright notice on the PMC site, http://www.ncbi.nlm.nih.gov/pmc/about/copyright/, for further details and specific exceptions.

References

Albert MS, DeKosky ST, Dickson D, Dubois B, Feldman HH, Fox NC, et al., authors. Alzheimers Dement. 2011. 7:p. 270–279. [PubMed]

Dubois B, Feldman HH, Jacova C, Dekosky ST, Barberger-Gateau P, Cummings J, et al., authors. Lancet Neurol. 2007. 6:p. 734–746. [PubMed]

McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, et al., authors. Alzheimers Dement. 2011. 7:p. 263–269. [PubMed]

Seppälä TT, Nerg O, Koivisto AM, Rummukainen J, Puli L, Zetterberg H, et al., authors. Neurology. 2012. 78:p. 1568–1575. [PubMed]

Hansson O, Zetterberg H, Buchhave P, Londos E, Blennow K, Minthon L, authors. Lancet Neurol. 2006. 5:p. 228–234. [PubMed]

Mattsson N, Zetterberg H, Hansson O, Andreasen N, Parnetti L, Jonsson M, et al., authors. JAMA. 2009. 302:p. 385–393. [PubMed]

Corneveaux JJ, Myers AJ, Allen AN, Pruzin JJ, Ramirez M, Engel A, et al., authors. Hum Mol Genet. 2010. 19:p. 3295–3301. [PubMed]

[Back]

Figure 1.

Odds ratios for a positive APOE ɛ4 carrier status based on (A) clinical diagnosis, comparing patients with clinical AD with dementia at inclusion or follow-up (n=596) versus all other diagnostic groups (n=749), (B) clinical diagnosis, comparing patients with clinical AD with dementia at inclusion or follow-up (n=596) with cognitively normal subjects (n=251), (C) CSF Aβ42, comparing subjects with CSF Aβ42 below (n=779) and above (n=563) 546 ng/l, (D) CSF T-tau, comparing subjects with CSF T-tau above (n=676) and below (n=662) 446 ng/l, (E) CSF P-tau, comparing subjects with CSF P-tau above (n=497) and below (n=759) 79 ng/l, (F) CSF P-tau/Aβ42 ratio, comparing subjects with CSF P-tau/Aβ42 above and below 0.15, (G) CSF biomarker signatures, comparing subjects with an AD-indicative CSF signature with regards to all three biomarkers T-tau, P-tau and Aβ42, and subjects with a normal complete profile (cut-points specified above) and (H) CSF biomarker signatures in addition to clinical diagnosis, comparing patients with clinical AD and an AD-indicative CSF biomarker signature versus cognitively normal subjects with normal CSF biomarker results (cut-points specified above). Note that columns C-G are derived without any clinical information.

[Back]