Evidence map›Paper›PMID 33332476›Full record

ArticlePloS one2020

A multistationary loop model of ALS unveils critical molecular interactions involving mitochondria and glucose metabolism.

Bruno Burlando, Marco Milanese, Giulia Giordano, Tiziana Bonifacino, Silvia Ravera, Franco Blanchini, Giambattista Bonanno

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
0.7field-weighted citation impact, top 24% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. A New Bistable Switch Model of Alzheimer's Disease Pathogenesis.International journal of molecular sciences · 2022
    Article
  6. Article
  7. Article
  8. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 2 countries.

Bruno BurlandoDepartment of Pharmacy, University of Genova, Genova, Italy.ORCID 0000-0001-7545-0311
Marco MilaneseDepartment of Pharmacy, University of Genova, Genova, Italy.ORCID 0000-0003-3384-0666
Giulia GiordanoDepartment of Industrial Engineering, University of Trento, Trento, Italy.ORCID 0000-0002-8600-1738
Tiziana BonifacinoDepartment of Pharmacy, University of Genova, Genova, Italy.
Silvia RaveraDepartment of Experimental Medicine, University of Genova, Genova, Italy.ORCID 0000-0002-0803-1042
Franco BlanchiniDipartimento di Scienze Matematiche, Informatiche e Fisiche, University of Udine, Udine, Italy.
Giambattista BonannoDepartment of Pharmacy, University of Genova, Genova, Italy.
University of Genoa · ITOspedale Policlinico San Martino · ITUniversity of Trento · ITUniversity of Udine · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amyotrophic lateral sclerosis (ALS) is a poor-prognosis disease with puzzling pathogenesis and inconclusive treatments. We develop a mathematical model of ALS based on a system of interactive feedback loops, focusing on the mutant SOD1G93A mouse. Misfolded mutant SOD1 aggregates in motor neuron (MN) mitochondria and triggers a first loop characterized by oxidative phosphorylation impairment, AMP kinase over-activation, 6-phosphofructo-2-kinase (PFK3) rise, glucose metabolism shift from pentose phosphate pathway (PPP) to glycolysis, cell redox unbalance, and further worsening of mitochondrial dysfunction. Oxidative stress then triggers a second loop, involving the excitotoxic glutamatergic cascade, with cytosolic Ca2+ overload, increase of PFK3 expression, and further metabolic shift from PPP to glycolysis. Finally, cytosolic Ca2+ rise is also detrimental to mitochondria and oxidative phosphorylation, thus closing a third loop. These three loops are overlapped and positive (including an even number of inhibitory steps), hence they form a candidate multistationary (bistable) system. To describe the system dynamics, we model the interactions among the functional agents with differential equations. The system turns out to admit two stable equilibria: the healthy state, with high oxidative phosphorylation and preferential PPP, and the pathological state, with AMP kinase activation, PFK3 over expression, oxidative stress, excitotoxicity and MN degeneration. We demonstrate that the loop system is monotone: all functional agents consistently act toward the healthy or pathological condition, depending on low or high mutant SOD1 input. We also highlight that molecular interactions involving PFK3 are crucial, as their deletion disrupts the system's bistability leading to a single healthy equilibrium point. Hence, our mathematical model unveils that promising ALS management strategies should be targeted to mechanisms that keep low PFK3 expression and activity within MNs.

Indexed as

Disease Models, AnimalModels, TheoreticalMutationAMP-Activated Protein KinasesAmyotrophic Lateral SclerosisAnimalsGlucoseGlycolysisHumansMiceMice, KnockoutMitochondriaOxidative PhosphorylationOxidative StressSuperoxide Dismutase-1AMP-Activated Protein KinasesGlucoseSuperoxide Dismutase-1

Identifiers

PMID33332476
PMCPMC7746301
OpenAlexW3111428717

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.