Find MND Biomarker

Welcome to FindMNDBiomarker, an integrative database that consolidates the proteomic findings in brain tissue and biofluids (CSF and blood) from patients with motor neuron disease (also known as amyotrophic lateral sclerosis). FightMNDBiomarker is designed for users to quickly assess whether their proteins of interest have been identified in other cohorts and biosamples from patients with MND/ALS.

Purpose: The goal of this search platform is to facilitate the comparison and discovery of proteins that may serve as promising and reproducible biofluid biomarkers of brain-specific changes in MND/ALS and to identify markers that should be further targeted for analyses and validation.

Using this database: Searches can be performed by entering the protein UniProt IDs, names and sample types into the relevant search term box using free text entry. For example, entering ‘NEFL’ will generate a list of all publications in which NEFL was identified to be significantly dysregulated.

A searchable and filterable table is provided with the following columns:

  • Name: Gene name corresponding to the UniProt ID
  • UniProt ID: UniProt accession number
  • Publication: Study Reference
  • Condition: e.g.ALS – Control, ALS Fast – ALS Slow
  • Sample Type: Sample type used (Abbreviations: SMNs, single motor neurons; AH, anterior horn; PH, posterior horn)
  • Regulation: Direction of change (upregulated or downregulated)
  • Cohorts: Cohort size used for each study
  • Average age at onset ± standard deviation/age range: Average age at onset of ALS cohorts with standard deviation or age range (if provided by publication)
  • Average age at collection ± standard deviation/age range: Average age at collection of ALS cohorts with standard deviation or age range (if provided by publication)
  • Average PMI (range) (hours): Average postmortem interval with range (if provided by tissue studies)

To cite this database: Further details and application of this search tool are described in our manuscript “title” that can be located with this DOI: _____

Contact: For help contact rachel.tan1@sydney.edu.au

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Total Records Found: 2896, showing 100 per page
Biomarker NameUniProt IDPublicationConditionSample TypeRegulationCohortsAverage age at onsetAverage age at collectionAverage PMI
PTGDS P41222 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PTGDS P41222 Collins et al. 2015 ALS – Control CSF Down 90 ALS, 80 control
PTBP1 A6NLN1 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Up 9 ALS, 8 control 57.6 62.8
PSORS1C1 Q9UIG5 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PSMG2 Q969U7 Andrés-Benito et al. 2020 ALS – Control CSF Up 15 ALS, 15 control 61 ± 10.8
PSME1 Q06323 Oeckl et al. 2020 gALS – Control CSF Up 14 gALS, 16 control 54 (52-69) 62 (53-75)
PSME1 Q06323 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMD8 P48556 Guise et al. 2023 ALS – Control Spinal cord (SMNs) Down 3 ALS, 3 control 69.3 9.2
PSMD7 P51665 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PSMD6 Q15008 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PSMD2 Q13200 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Up 9 ALS, 8 control 57.6 62.8
PSMD2 Q13200 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMD2 Q13200 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PSMC6 A0A087X2I1 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Down 9 ALS, 8 control 57.6 62.8
PSMC4 P43686 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMC1 P62191 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PSMC1 P62191 Guise et al. 2023 ALS – Control Spinal cord (SMNs) Down 3 ALS, 3 control 69.3 9.2
PSMB7 Q99436 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PSMB5 P28074 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PSMB5 P28074 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMB3 P49720 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PSMB1 P20618 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PSMA7 O14818 Barschke et al. 2020 C9-ALS – C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PSMA4 H0YLS6 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMA3 P25788 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMA1 F5GX11 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSMA1 P25786 Guise et al. 2023 ALS – Control Spinal cord (SMNs) Down 3 ALS, 3 control 69.3 9.2
PSDE O00487 Andrés-Benito et al. 2020 ALS – Control CSF Up 15 ALS, 15 control 61 ± 10.8
PSD3 B4DKF8 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PSD A5PKW4 Oeckl et al. 2020 gALS – Control CSF Up 14 gALS, 16 control 54 (52-69) 62 (53-75)
PSD A5PKW4 Oeckl et al. 2020 ALS – Control CSF Up 26 ALS, 16 control
PSD A5PKW4 Oeckl et al. 2020 sALS – Control CSF Up 12 ALS, 16 control 66 (57-68) 67 (58-74)
PSAT1 Q9Y617 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Up 9 ALS, 8 control 57.6 62.8
PRX Q9BXM0 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Up 9 ALS, 8 control 57.6 62.8
PRUNE2 Q8WUY3 Oeckl et al. 2020 ALS – Control Spinal cord Down 8 ALS, 7 control 59 (52-61) 36 (24-90)
PRSS27 Q9BQR3 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRSS23 O95084 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRRT2 Q7Z6L0 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRRT1 Q99946 Collins et al. 2015 ALS – Control CSF Down 90 ALS, 80 control
PRRG1 O14668 Oeckl et al. 2020 ALS – Control CSF Up 26 ALS, 16 control
PRRG1 O14668 Oeckl et al. 2020 sALS – Control CSF Up 12 ALS, 16 control 66 (57-68) 67 (58-74)
PRRG1 O14668 Zhou et al. 2023 BO-ALS – Control CSF Up 4 BO-ALS, 5 SO-ALS, 5 control 63.25 ± 8.02 (BO-ALS), 51.2 ± 6.26 (SO-ALS) 64.25 ± 8.02 (BO-ALS), 52 ± 6.44 (SO-ALS)
PRPS2 P11908 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRPH P41219 Oeckl et al. 2020 ALS – Control Spinal cord Down 8 ALS, 7 control 59 (52-61) 36 (24-90)
PRPF8 Q6P2Q9 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PROZ P22891 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PROS1 P07225 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PROS1 P07225 Xu et al. 2018 ALS – Control Plasma Up 42 ALS, 18 control 61.8 ± 9.6
PROCR Q9UNN8 Zhou et al. 2023 BO-ALS – Control CSF Down 4 BO-ALS, 5 SO-ALS, 5 control 63.25 ± 8.02 (BO-ALS), 51.2 ± 6.26 (SO-ALS) 64.25 ± 8.02 (BO-ALS), 52 ± 6.44 (SO-ALS)
PROCR Q9UNN8 Zhou et al. 2023 SO-ALS – Control CSF Down 4 BO-ALS, 5 SO-ALS, 5 control 63.25 ± 8.02 (BO-ALS), 51.2 ± 6.26 (SO-ALS) 64.25 ± 8.02 (BO-ALS), 52 ± 6.44 (SO-ALS)
PROCR Q9UNN8 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PROC P04070 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PROC P04070 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRKRA O75569 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Down 9 ALS, 8 control 57.6 62.8
PRKG1 P14619 Filareti et al. 2017 Late ALS – Early ALS PBMCs Up 4 Early-ALS, 4 Late-ALS 50 ± 5 (Early-ALS), 80 ± 4 (Late-ALS)
PRKCE Q02156 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRKCD Q05655 Berrone et al. 2023 fALS – Control Plasma Up 8 fALS, 8 control 62 ± 13 (sALS & fALS) 64 ± 11 (sALS & fALS)
PRKCB P05771 Leoni et al. 2019 BO-ALS – LO-ALS PBMCs Down 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS)
PRKAR2B P31323 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRKAR1A P10644 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRKAR1A P10644 Leoni et al. 2019 BO-ALS – LO-ALS PBMCs Down 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS)
PRKAG1 F8VYY9 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PRG4 Q92954 Bereman et al. 2018 ALS – Control Plasma Up 33 ALS, 30 control
PREPL Q4J6C6 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRELP P51888 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRELP P51888 Iridoy et al. 2019 ALS – Control Spinal cord (AH) Up 9 ALS, 8 control 57.6 62.8
PRDX6 P30041 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRDX6 P30041 Filareti et al. 2017 Late ALS – Early ALS PBMCs Down 4 Early-ALS, 4 Late-ALS 50 ± 5 (Early-ALS), 80 ± 4 (Late-ALS)
PRDX5 P30044 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRDX5 P30044 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PRDX3 P30048 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRDX2 P32119 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRDX2 P32119 Zubiri et al. 2018 ALS fast – ALS slow (late stage) Plasma Down 8 ALS-fast, 6 ALS-slow 61.3 (48-67) (ALS-fast), 58.1 (35-71) (ALS-slow)
PRDX2 P32119 Umoh et al. 2018 ALS – Control Frontal cortex Down 19 ALS, 10 control 55 59 10.6
PRDX2 P32119 Chen et al. 2016 ALS – Control CSF Up 35 ALS, 10 control 52.7 ±12.13
PRDX1 Q06830 Zhou et al. 2023 BO-ALS – Control CSF Up 4 BO-ALS, 5 SO-ALS, 5 control 63.25 ± 8.02 (BO-ALS), 51.2 ± 6.26 (SO-ALS) 64.25 ± 8.02 (BO-ALS), 52 ± 6.44 (SO-ALS)
PRDX1 Q06830 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PRAMEF24 A6NMC2 Collins et al. 2015 ALS – Control CSF Down 90 ALS, 80 control
PRAF2 O60831 Guise et al. 2023 ALS – Control Spinal cord (SMNs) Down 3 ALS, 3 control 69.3 9.2
PPT1 P50897 Oeckl et al. 2020 ALS – Control CSF Up 26 ALS, 16 control
PPT1 P50897 Oeckl et al. 2020 gALS – Control CSF Up 14 gALS, 16 control 54 (52-69) 62 (53-75)
PPP3R1 P63098 Berrone et al. 2023 fALS – Control Plasma Up 8 fALS, 8 control 62 ± 13 (sALS & fALS) 64 ± 11 (sALS & fALS)
PPP3CA Q08209 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PPP2R5B Q15173 Oeckl et al. 2020 ALS – Control Spinal cord Down 8 ALS, 7 control 59 (52-61) 36 (24-90)
PPP2R5A Q15172 Oeckl et al. 2020 ALS – Control Spinal cord Up 8 ALS, 7 control 59 (52-61) 36 (24-90)
PPP2R4 Q15257 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PPP2R1A P30153 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PPP2R1A P30153 Zubiri et al. 2018 Late ALS – Early ALS (ALS fast cohort) Plasma Down 8 ALS-fast, 6 ALS-slow 61.3 (48-67) (ALS-fast), 58.1 (35-71) (ALS-slow)
PPP2CA P67775 Leoni et al. 2019 BO-ALS – LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS)
PPM1L Q5SGD2 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PPM1J Q5JR12 Collins et al. 2015 ALS – Control CSF Up 90 ALS, 80 control
PPM1H Q9ULR3 Seyfried et al. 2018 ALS – Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
PPM1A P35813 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PPIL1 Q9Y3C6 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PPIB P23284 Guise et al. 2023 ALS – Control Spinal cord (SMNs) Down 3 ALS, 3 control 69.3 9.2
PPIB P23284 Collins et al. 2015 ALS – Control CSF Down 90 ALS, 80 control
PPIAL4F A0A075B759 Seyfried et al. 2018 ALS – Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PPIA P62937 Barschke et al. 2020 C9-ALS – C9-Control CSF Down 16 C9-ALS, 11 asymptomatic C9-controls 60 (51-67)
PPIA P62937 Zubiri et al. 2018 Late ALS – Early ALS (ALS slow cohort) Plasma Up 8 ALS-fast, 6 ALS-slow 61.3 (48-67) (ALS-fast), 58.1 (35-71) (ALS-slow)
PPIA P62937 Zubiri et al. 2018 Late ALS – Early ALS (ALS fast cohort) Plasma Up 8 ALS-fast, 6 ALS-slow 61.3 (48-67) (ALS-fast), 58.1 (35-71) (ALS-slow)