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Find MND Biomarker

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Find MND Biomarker

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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). FindMNDBiomarker 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:

The FindMNDBiomarker Program: Protein Changes in Motor Neuron Disease/Amyotrophic Lateral Sclerosis Postmortem Tissue and Biofluids 

DOI: https://doi.org/10.1002/ana.27300

Contact: For help contact [email protected]
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Total Records Found: 4574, showing 100 per page
Biomarker NameUniProt IDPublicationDisease GroupComparator GroupSample TypeRegulationCohortsAverage age at onsetAverage age at collectionAverage PMI
RFNG Q9Y644 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Down 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
RFNG Q9Y644 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RFNG Q9Y644 Trautwig et al. 2025 C9orf72 ALS C9orf72 ALS Asymptomatic CSF Down 10 C9-ALS, 6 C9-ALS Asymptomatic 56.4 ± 8.9 57.2 ± 8.7, 51.5 ± 18.5 N/A
RFA2 P15927 Andrés-Benito et al. 2020 ALS Control CSF Down 15 ALS, 15 control N/A 61 ± 10.8 N/A
RET P07949 Berrone et al. 2023 sALS Control Plasma Down 8 sALS, 8 control 62 ± 13 (sALS & fALS) 64 ± 11 (sALS & fALS) N/A
REPS1 Q96D71 Seyfried et al. 2018 ALS Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
RELT Q969Z4 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Down 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
RELN P78509 Hayashi et al. 2020 ALS Control CSF exosome-enriched fractions Down 3 ALS, 3 control N/A 74.3 N/A
RELN P78509 Trautwig et al. 2025 C9orf72 ALS C9orf72 ALS Asymptomatic CSF Down 10 C9-ALS, 6 C9-ALS Asymptomatic 56.4 ± 8.9 57.2 ± 8.7, 51.5 ± 18.5 N/A
RELN J3KQ66 Bereman et al. 2018 ALS Control CSF Down 33 ALS, 30 control N/A N/A N/A
RELCH A0A075B785 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
REG1A P05451 Trautwig et al. 2025 Sporadic ALS Control CSF Up 35 sALS, 44 control 53.9 ± 11.5 56.7 ± 10.9 N/A
REEP6 Q96HR9 Seyfried et al. 2018 ALS Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
REEP1 Q9H902 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RECQL P46063 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Up 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RECK O95980 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
RDX P35241 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
RCN2 Q14257 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RCN1 Q15293 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RCN1 Q15293 Englen-Lee et al. 2017 ALS Control Spinal cord (PH & AH) Up 10 ALS, 10 control 57.6 ± 10.9 62.6 ± 10.6 N/A
RCN1 Q15293 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) N/A
RCC2 Q9P258 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Up 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RBP4 P02753 Vu et al. 2023 ALS fast ALS slow CSF Up 6 ALS-fast, 5 ALS-slow 54.3 (ALS-fast), 43.4 (ALS-slow) 55.3 (ALS-fast), 52.2 (ALS-slow) N/A
RBP4 Q5VY30 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RBMX P38159 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RBMX P38159 Iridoy et al. 2018 ALS Control Spinal cord (AH) Down 9 ALS, 8 control 57.6 62.8 N/A
RBM45 Q8IUH3 Collins et al. 2015 ALS Control CSF Up 90 ALS, 80 control N/A N/A N/A
RBM14 Q96PK6 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Up 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RBFOX3 A6NFN3 Chia et al. 2025 ALS Control Plasma Up 231 ALS, 384 control (214 healthy control, 170 other neurological conditions) N/A 65.1 ± 10.8 N/A
RBBP7 E9PC52 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Up 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RASA1 P20936 Seyfried et al. 2018 ALS Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
RARS1 P54136 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RARS1 P54136 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RARRES2 Q99969 Trautwig et al. 2025 C9orf72 ALS Asymptomatic Control CSF Up 6 C9-ALS Asymptomatic, 44 control N/A 51.5 ± 18.5 N/A
RARRES2 Q99969 Trautwig et al. 2025 C9orf72 ALS Control CSF Up 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RARRES2 Q99969 Trautwig et al. 2025 Sporadic ALS Control CSF Up 35 sALS, 44 control 53.9 ± 11.5 56.7 ± 10.9 N/A
RAPGEF4 Q8WZA2 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RAP2B P61225 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAP1GDS1 P52306 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RANGAP1 P46060 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RANGAP1 P46060 Seyfried et al. 2018 ALS Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
RANBP6 O60518 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RANBP1 C9JIC6 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Down 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RAN P62826 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RALY Q9UKM9 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RALB P11234 Seyfried et al. 2018 ALS Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
RALB P11234 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RAD23B P54727 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAD23B P54727 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Up 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
RAD23B P54727 Trautwig et al. 2025 C9orf72 ALS Control CSF Up 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RAD23A P54725 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Up 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
RAD23A P54725 Trautwig et al. 2025 C9orf72 ALS Control CSF Up 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RABL6 Q3YEC7 Seyfried et al. 2018 ALS Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
RAB8A P61006 Andrés-Benito et al. 2020 ALS Control CSF Up 15 ALS, 15 control N/A 61 ± 10.8 N/A
RAB7A P51149 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RAB6B Q9NRW1 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RAB5C P51148 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RAB5A P20339 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAB4B P61018 Seyfried et al. 2018 ALS Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
RAB3D O95716 Oeckl et al. 2020 ALS Control Spinal cord Down 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RAB39B Q96DA2 Seyfried et al. 2018 ALS Control Prefrontal cortex Up 8 ALS, 8 control 60 63.5 9.1
RAB2A P61019 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
RAB27B K7ES41 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Down 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
RAB1C Q92928 Englen-Lee et al. 2017 ALS Control Spinal cord (PH & AH) Up 10 ALS, 10 control 57.6 ± 10.9 62.6 ± 10.6 N/A
RAB1B Q9H0U4 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAB1A P62820 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAB1A P62820 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RAB18 Q9NP72 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RAB15 P59190 Englen-Lee et al. 2017 ALS Control Spinal cord (PH & AH) Up 10 ALS, 10 control 57.6 ± 10.9 62.6 ± 10.6 N/A
RAB14 P61106 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Down 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
RAB14 P61106 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
RAB14 P61106 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
RAB13 P51153 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
RAB11FIP5 Q9BXF6 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
RAB11B Q15907 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
QSOX2 Q6ZRP7 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Down 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
QSOX2 Q6ZRP7 Trautwig et al. 2025 C9orf72 ALS Control CSF Down 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
QSOX1 O00391 Vilardo et al. 2024 ALS (validation cohort) ALS (validation cohort) Plasma EVs Up 61 ALS, 30 control N/A 62.88 ± 12.60 N/A
QPCT Q16769 Trautwig et al. 2025 C9orf72 ALS Asymptomatic Control CSF Down 6 C9-ALS Asymptomatic, 44 control N/A 51.5 ± 18.5 N/A
QPCT Q16769 Vu et al. 2023 ALS fast ALS slow CSF Up 6 ALS-fast, 5 ALS-slow 54.3 (ALS-fast), 43.4 (ALS-slow) 55.3 (ALS-fast), 52.2 (ALS-slow)
QDPR P09417 Trautwig et al. 2025 C9orf72 ALS Asymptomatic Control CSF Down 6 C9-ALS Asymptomatic, 44 control N/A 51.5 ± 18.5 N/A
QARS1 P47897 Guise et al. 2024 ALS Control Spinal cord (SMNs) Down 3 ALS, 3 control N/A 69.3 9.2
PZP P20742 Trautwig et al. 2025 C9orf72 ALS C9orf72 ALS Asymptomatic CSF Up 10 C9-ALS, 6 C9-ALS Asymptomatic 56.4 ± 8.9 57.2 ± 8.7, 51.5 ± 18.5 N/A
PZP P20742 Trautwig et al. 2025 C9orf72 ALS Sporadic ALS CSF Up 10 C9-ALS, 35 sALS 53.9 ± 11.5, 56.4 ± 8.9 56.7 ± 10.9, 57.2 ± 8.7 N/A
PZP P20742 Trautwig et al. 2025 C9orf72 ALS Control CSF Up 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
PZP P20742 Vilardo et al. 2024 ALS (discovery cohort) Control (discovery cohort) Plasma EVs Up 61 ALS, 30 control N/A 62.88 ± 12.60 N/A
PZP P20742 Leoni et al. 2019 BO-ALS LO-ALS Plasma Up 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
PYM1 Q9BRP8 Leoni et al. 2019 BO-ALS LO-ALS PBMCs Up 12 BO-ALS, 12 LO-ALS (39-76) (BO-ALS), (33-81) (LO-ALS) N/A N/A
PYGM P11217 Leoni et al. 2019 BO-ALS LO-ALS Plasma Down 14 BO-ALS, 16 LO-ALS (45-85) (BO-ALS), (40-76) (LO-ALS) N/A N/A
PYGL P06737 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
PYGB P11216 Seyfried et al. 2018 ALS Control Prefrontal cortex Down 8 ALS, 8 control 60 63.5 9.1
PYCARD Q9ULZ3 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
PYCARD Q9ULZ3 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
PXN P49023 Oeckl et al. 2020 ALS Control Spinal cord Up 8 ALS, 7 control N/A 59 (52-61) 36 (24-90)
PXDN Q92626 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
PXDN Q92626 Trautwig et al. 2025 C9orf72 ALS Asymptomatic Control CSF Up 6 C9-ALS Asymptomatic, 44 control N/A 51.5 ± 18.5 N/A
PXDN Q92626 Trautwig et al. 2025 C9orf72 ALS Control CSF Up 10 C9-ALS, 44 control 56.4 ± 8.9 57.2 ± 8.7 N/A
PXDN Q92626 Trautwig et al. 2025 Sporadic ALS Control CSF Up 35 sALS, 44 control 53.9 ± 11.5 56.7 ± 10.9 N/A
PVRL2 Q92692 Barschke et al. 2020 C9-ALS C9-Control CSF Up 16 C9-ALS, 11 asymptomatic C9-controls N/A 60 (51-67) N/A
PVRL2 Q92692 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) N/A