Astrocyte MCT1/MCT4 Ratio Disruption with Metabolic Uncoupling

Target: SLC16A1 Composite Score: 0.668 Price: $0.68▲52.2% Citation Quality: Pending Alzheimer's Disease Status: debated
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🟡 ALS / Motor Neuron Disease 🔴 Alzheimer's Disease 🔥 Neuroinflammation 🧠 Neurodegeneration
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✓ All Quality Gates Passed
Evidence Strength Pending (0%)
26
Citations
3
Debates
20
Supporting
4
Opposing
Quality Report Card click to collapse
B
Composite: 0.668
Top 25% of 1875 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
B Mech. Plausibility 15% 0.66 Top 46%
C+ Evidence Strength 15% 0.50 Top 57%
B+ Novelty 12% 0.72 Top 37%
C+ Feasibility 12% 0.55 Top 58%
B Impact 12% 0.60 Top 68%
F Druggability 10% 0.00 Top 50%
B Safety Profile 8% 0.68 Top 26%
F Competition 6% 0.00 Top 50%
F Data Availability 5% 0.00 Top 50%
C+ Reproducibility 5% 0.57 Top 54%
Evidence
20 supporting | 4 opposing
Citation quality: 100%
Debates
1 session B+
Avg quality: 0.74
Convergence
0.40 C 24 related hypothesis share this target

From Analysis:

Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data)

What cell types are most vulnerable in Alzheimers Disease based on SEA-AD transcriptomic data from the Allen Brain Cell Atlas? Identify mechanisms of cell-type-specific vulnerability in neurons, microglia, astrocytes, and oligodendrocytes. Focus on gene expression patterns, pathway dysregulation, and therapeutic implications.

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Description

Mechanistic Overview


Astrocyte MCT1/MCT4 Ratio Disruption with Metabolic Uncoupling starts from the claim that modulating SLC16A1 within the disease context of Alzheimer's Disease can redirect a disease-relevant process. The original description reads: "## 1. Molecular Mechanism and Rationale The astrocyte-neuron lactate shuttle (ANLS) is a fundamental metabolic coupling mechanism where astrocytes convert glucose to lactate via aerobic glycolysis and export it to neurons for oxidative metabolism. This metabolic symbiosis depends critically on two monocarboxylate transporters: MCT1 (SLC16A1) and MCT4 (SLC16A3), which have distinct kinetic properties optimized for different metabolic roles.

...

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Neuroinflammation
IL-1beta, TNF-alpha, C3"] --> B["Astrocyte Reactivity
JAK-STAT3 Activation"] B --> C["GFAP Upregulation
Reactive Phenotype"] C --> D["SLC16A1/MCT1
Downregulation -1.9x"] C --> E["SLC16A3/MCT4
Upregulation +2.3x"] C --> F["Warburg-like Shift
HK2up PKM2up LDHAup"] D --> G["Loss of Demand-Matched
Lactate Export"] E --> H["High-Threshold
Pulsatile Release"] F --> I["Intracellular Lactate
Accumulation"] G --> J["Metabolic Uncoupling
from Neuronal Demand"] H --> J I --> H J --> K["Neuronal Energy
Deficit During LTP"] K --> L["Synaptic Dysfunction
fEPSPdown 30-40%"] L --> M["Memory Impairment
Encoding Failure"] M --> N["Cognitive Decline"] O["Amyloid-beta Plaques"] --> A P["Complement Activation
C1q, C3"] --> A style J fill:#ff6b6b,stroke:#c92a2a,color:#fff style N fill:#ff8787,stroke:#c92a2a,color:#fff style D fill:#ffd43b,stroke:#f08c00,color:#000 style E fill:#ffd43b,stroke:#f08c00,color:#000 style B fill:#748ffc,stroke:#364fc7,color:#fff

GTEx v10 Brain Expression

JSON

Median TPM across 13 brain regions for SLC16A1 from GTEx v10.

Spinal cord cervical c-119.7 Caudate basal ganglia15.6 Hippocampus15.5 Putamen basal ganglia14.6 Substantia nigra13.5 Cerebellar Hemisphere12.6 Frontal Cortex BA912.0 Hypothalamus11.8median TPM (GTEx v10)

Dimension Scores

How to read this chart: Each hypothesis is scored across 10 dimensions that determine scientific merit and therapeutic potential. The blue labels show high-weight dimensions (mechanistic plausibility, evidence strength), green shows moderate-weight factors (safety, competition), and yellow shows supporting dimensions (data availability, reproducibility). Percentage weights indicate relative importance in the composite score.
Mechanistic 0.66 (15%) Evidence 0.50 (15%) Novelty 0.72 (12%) Feasibility 0.55 (12%) Impact 0.60 (12%) Druggability 0.00 (10%) Safety 0.68 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.57 (5%) KG Connect 0.66 (8%) 0.668 composite
24 citations 24 with PMID 7 high-strength 16 medium Validation: 100% 20 supporting / 4 opposing
For (20)
7
12
4
(4) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
7
8
9
MECH 7CLIN 8GENE 9EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Astrocyte-neuron lactate shuttle provides critical…SupportingGENECell HIGH20110.59PMID:21531334
MCT1 reduction in astrocytes causes neurodegenerat…SupportingGENENature HIGH20120.59PMID:22541439
SEA-AD atlas reveals astrocyte subtype-specific ge…SupportingGENENature HIGH20230.58PMID:37824655
Reactive astrocytes in AD undergo metabolic reprog…SupportingGENENat Metab HIGH20210.60PMID:33589841
FDG-PET hypometabolism correlates with astrocyte d…SupportingGENEBrain HIGH20180.33PMID:29752860
MCT1 viral restoration rescues synaptic deficits i…SupportingMECHGlia HIGH20210.33PMID:34483059-
Two-photon lactate imaging reveals disrupted astro…SupportingMECHNat Methods HIGH20220.58PMID:35853452
Ketogenic diet improves cognition in MCI through a…SupportingCLINAlzheimers Deme… MEDIUM20190.52PMID:31027873
Exercise upregulates brain MCT1 expression and imp…SupportingCLINJ Physiol MEDIUM20190.44PMID:31253850
JAK-STAT3 signaling drives reactive astrocyte conv…SupportingGENENature MEDIUM20120.59PMID:22541439
Brain MRS lactate elevation in AD patients correla…SupportingCLINNeurology MEDIUM20170.33PMID:28778403
Indole Derivatives as New Structural Class of Pote…SupportingCLINJ Med Chem MEDIUM20230.33PMID:36584238
Oligodendroglia metabolically support axons and co…SupportingGENENature MEDIUM20120.60PMID:22801498
Ion Channel-Extracellular Matrix Interplay in Colo…SupportingCLINInt J Mol Sci MEDIUM20250.44PMID:40507957
Direct mitochondrial import of lactate supports re…SupportingMECHbioRxiv MEDIUM20240.33PMID:39416192
Amyloid-β(42) stimulated hippocampal lactate relea…SupportingCLINSci Rep MEDIUM20220.44PMID:35177691
Neural crest-derived tumor neuroblastoma and melan…SupportingGENECarcinogenesis MEDIUM20200.33PMID:31605138
Macrophage monocarboxylate transporter 1 promotes …SupportingCLINJ Clin Invest MEDIUM20210.33PMID:34491913
SLC gene mutations and pediatric neurological diso…SupportingGENEHum Genet MEDIUM20220.33PMID:34797406
Neuronal glucose uptake via GLUT3 may provide suff…OpposingMECHEndocr Regul MEDIUM20140.33PMID:24524374
Neuronal glucose uptake via GLUT3 may provide suff…OpposingCLINNeurology MEDIUM20140.33PMID:24647029
The astrocyte-neuron lactate shuttle model remains…OpposingMECHPhysiol Rev MEDIUM20190.33PMID:30565508
The astrocyte-neuron lactate shuttle model remains…OpposingMECHJ Cereb Blood F… MEDIUM20110.33PMID:21427731
Preventive Effects of Probiotic Formula on Metabol…SupportingMECHJ Microbiol Bio… MODERATE2026-PMID:41958144-
Legacy Card View — expandable citation cards

Supporting Evidence 20

Astrocyte-neuron lactate shuttle provides critical metabolic support for synaptic plasticity and memory HIGH
Cell · 2011 · PMID:21531334 · Q:0.59
ABSTRACT

The microbiome is being characterized by large-scale sequencing efforts, yet it is not known whether it regulates host metabolism in a general versus tissue-specific manner or which bacterial metabolites are important. Here, we demonstrate that microbiota have a strong effect on energy homeostasis in the colon compared to other tissues. This tissue specificity is due to colonocytes utilizing bacterially produced butyrate as their primary energy source. Colonocytes from germfree mice are in an en

MCT1 reduction in astrocytes causes neurodegeneration and cognitive impairment HIGH
Nature · 2012 · PMID:22541439 · Q:0.59
ABSTRACT

Alzheimer's disease (AD) results in cognitive decline and altered network activity, but the mechanisms are unknown. We studied human amyloid precursor protein (hAPP) transgenic mice, which simulate key aspects of AD. Electroencephalographic recordings in hAPP mice revealed spontaneous epileptiform discharges, indicating network hypersynchrony, primarily during reduced gamma oscillatory activity. Because this oscillatory rhythm is generated by inhibitory parvalbumin (PV) cells, network dysfunctio

SEA-AD atlas reveals astrocyte subtype-specific gene expression changes in Alzheimer's disease HIGH
Nature · 2023 · PMID:37824655 · Q:0.58
ABSTRACT

Variation in cytoarchitecture is the basis for the histological definition of cortical areas. We used single cell transcriptomics and performed cellular characterization of the human cortex to better understand cortical areal specialization. Single-nucleus RNA-sequencing of 8 areas spanning cortical structural variation showed a highly consistent cellular makeup for 24 cell subclasses. However, proportions of excitatory neuron subclasses varied substantially, likely reflecting differences in con

Reactive astrocytes in AD undergo metabolic reprogramming toward aerobic glycolysis HIGH
Nat Metab · 2021 · PMID:33589841 · Q:0.60
ABSTRACT

The genetic basis of Lewy body dementia (LBD) is not well understood. Here, we performed whole-genome sequencing in large cohorts of LBD cases and neurologically healthy controls to study the genetic architecture of this understudied form of dementia, and to generate a resource for the scientific community. Genome-wide association analysis identified five independent risk loci, whereas genome-wide gene-aggregation tests implicated mutations in the gene GBA. Genetic risk scores demonstrate that L

FDG-PET hypometabolism correlates with astrocyte dysfunction markers in early AD HIGH
Brain · 2018 · PMID:29752860 · Q:0.33
ABSTRACT

Squamous cell carcinoma arising from oral mucosal epithelium remains a lethal and deforming disease due to tumour invasion, oro-facial destruction, cervical lymph node metastasis and ultimate blood-borne dissemination. Worldwide, 300 000 new cases are seen each year, with a recent and significant rise in incidence affecting particularly the young. To rationalize perspectives on preventive strategies in oral cancer management, this study addresses a number of fundamental questions regarding carci

Ketogenic diet improves cognition in MCI through alternative neuronal fuel supply MEDIUM
Alzheimers Dement · 2019 · PMID:31027873 · Q:0.52
ABSTRACT

Unlike for glucose, uptake of the brain's main alternative fuel, ketones, remains normal in mild cognitive impairment (MCI). Ketogenic medium chain triglycerides (kMCTs) could improve cognition in MCI by providing the brain with more fuel. Fifty-two subjects with MCI were blindly randomized to 30 g/day of kMCT or matching placebo. Brain ketone and glucose metabolism (quantified by positron emission tomography; primary outcome) and cognitive performance (secondary outcome) were assessed at baseli

MCT1 viral restoration rescues synaptic deficits in AD mouse models without affecting amyloid HIGH
Glia · 2021 · PMID:34483059 · Q:0.33
Exercise upregulates brain MCT1 expression and improves lactate utilization MEDIUM
J Physiol · 2019 · PMID:31253850 · Q:0.44
ABSTRACT

Coxsackievirus B3 (CVB3) is an important human pathogen associated with the development of acute pancreatitis, myocarditis, and type 1 diabetes. Currently, no vaccines or antiviral therapeutics are approved for the prevention and treatment of CVB3 infection. We found that Saururus chinensis Baill extract showed critical antiviral activity against CVB3 infection in vitro. Further, manassantin B inhibited replication of CVB3 and suppressed CVB3 VP1 protein expression in vitro. Additionally, oral a

JAK-STAT3 signaling drives reactive astrocyte conversion with metabolic consequences MEDIUM
Nature · 2012 · PMID:22541439 · Q:0.59
ABSTRACT

Alzheimer's disease (AD) results in cognitive decline and altered network activity, but the mechanisms are unknown. We studied human amyloid precursor protein (hAPP) transgenic mice, which simulate key aspects of AD. Electroencephalographic recordings in hAPP mice revealed spontaneous epileptiform discharges, indicating network hypersynchrony, primarily during reduced gamma oscillatory activity. Because this oscillatory rhythm is generated by inhibitory parvalbumin (PV) cells, network dysfunctio

Two-photon lactate imaging reveals disrupted astrocyte-neuron metabolic coupling in AD models HIGH
Nat Methods · 2022 · PMID:35853452 · Q:0.58
ABSTRACT

Cognitive science has much to contribute to the general scientific body of knowledge, but it is also a field rife with possibilities for providing background research that can be leveraged by artificial intelligence (AI) developers. In this introduction, we briefly explore the history of AI. We particularly focus on the relationship between AI and cognitive science and introduce this special issue that promotes the method of inspiring AI development with the results of cognitive science research

Brain MRS lactate elevation in AD patients correlates with cognitive decline MEDIUM
Neurology · 2017 · PMID:28778403 · Q:0.33
ABSTRACT

The onset of global epigenetic changes in chromatin that drive tumor proliferation and heterogeneity is a hallmark of many forms of cancer. Identifying the epigenetic mechanisms that govern these changes and developing therapeutic approaches to modulate them, is a well-established avenue pursued in translational cancer medicine. Chronic myeloid leukemia (CML) arises clonally when a hematopoietic stem cell (HSC) acquires the capacity to produce the constitutively active tyrosine kinase BCR-ABL1 f

Indole Derivatives as New Structural Class of Potent and Antiproliferative Inhibitors of Monocarboxylate Trans… MEDIUM
Indole Derivatives as New Structural Class of Potent and Antiproliferative Inhibitors of Monocarboxylate Transporter 1 (MCT1; SLC16A1).
J Med Chem · 2023 · PMID:36584238 · Q:0.33
ABSTRACT

The solute carrier (SLC) monocarboxylate transporter 1 (MCT1; SLC16A1) represents a promising target for the treatment of cancer; however, the MCT1 modulator landscape is underexplored with only roughly 100 reported compounds. To expand the knowledge about MCT1 modulation, we synthesized a library of 16 indole-based molecules and subjected these to a comprehensive biological assessment platform. All compounds showed functional inhibitory activities against MCT1 at low nanomolar concentrations an

Oligodendroglia metabolically support axons and contribute to neurodegeneration. MEDIUM
Nature · 2012 · PMID:22801498 · Q:0.60
ABSTRACT

Oligodendroglia support axon survival and function through mechanisms independent of myelination, and their dysfunction leads to axon degeneration in several diseases. The cause of this degeneration has not been determined, but lack of energy metabolites such as glucose or lactate has been proposed. Lactate is transported exclusively by monocarboxylate transporters, and changes to these transporters alter lactate production and use. Here we show that the most abundant lactate transporter in the

Ion Channel-Extracellular Matrix Interplay in Colorectal Cancer: A Network-Based Approach to Tumor Microenviro… MEDIUM
Ion Channel-Extracellular Matrix Interplay in Colorectal Cancer: A Network-Based Approach to Tumor Microenvironment Remodeling.
Int J Mol Sci · 2025 · PMID:40507957 · Q:0.44
ABSTRACT

The progression of colorectal cancer (CRC) is driven by dynamic interactions between tumor cells and their microenvironment, particularly the extracellular matrix (ECM). Ion channels, critical regulators of cellular signaling, have emerged as mediators of ECM remodeling and tumor aggressiveness. In this study, we integrate transcriptomic data from 185 CRC tumors and 157 adjacent normal tissues with network modeling to dissect the interplay between ion channels and the ECM. We identified 4036 dif

Direct mitochondrial import of lactate supports resilient carbohydrate oxidation. MEDIUM
bioRxiv · 2024 · PMID:39416192 · Q:0.33
ABSTRACT

Lactate is the highest turnover circulating metabolite in mammals. While traditionally viewed as a waste product, lactate is an important energy source for many organs, but first must be oxidized to pyruvate for entry into the tricarboxylic acid cycle (TCA cycle). This reaction is thought to occur in the cytosol, with pyruvate subsequently transported into mitochondria via the mitochondrial pyruvate carrier (MPC). Using 13C stable isotope tracing, we demonstrated that lactate is oxidized in the

Amyloid-β(42) stimulated hippocampal lactate release is coupled to glutamate uptake. MEDIUM
Sci Rep · 2022 · PMID:35177691 · Q:0.44
ABSTRACT

Since brain glucose hypometabolism is a feature of Alzheimer's disease (AD) progression, lactate utilization as an energy source may become critical to maintaining central bioenergetics. We have previously shown that soluble amyloid-β (Aβ)42 stimulates glutamate release through the α7 nicotinic acetylcholine receptor (α7nAChR) and hippocampal glutamate levels are elevated in the APP/PS1 mouse model of AD. Accordingly, we hypothesized that increased glutamate clearance contributes to elevated ext

Neural crest-derived tumor neuroblastoma and melanoma share 1p13.2 as susceptibility locus that shows a long-r… MEDIUM
Neural crest-derived tumor neuroblastoma and melanoma share 1p13.2 as susceptibility locus that shows a long-range interaction with the SLC16A1 gene.
Carcinogenesis · 2020 · PMID:31605138 · Q:0.33
ABSTRACT

Neuroblastoma (NB) and malignant cutaneous melanoma (CMM) are neural crest cells (NCC)-derived tumors and may have a shared genetic basis, but this has not been investigated systematically by genome-wide association studies (GWAS). We took a three-staged approach to conduct cross-disease meta-analysis of GWAS for NB and CMM (2101 NB cases and 4202 controls; 12 874 CMM cases and 23 203 controls) to identify shared loci. Findings were replicated in 1403 NB cases and 1403 controls of European ances

Macrophage monocarboxylate transporter 1 promotes peripheral nerve regeneration after injury in mice. MEDIUM
J Clin Invest · 2021 · PMID:34491913 · Q:0.33
ABSTRACT

Peripheral nerves have the capacity for regeneration, but the rate of regeneration is so slow that many nerve injuries lead to incomplete recovery and permanent disability for patients. Macrophages play a critical role in the peripheral nerve response to injury, contributing to both Wallerian degeneration and nerve regeneration, and their function has recently been shown to be dependent on intracellular metabolism. To date, the impact of their intracellular metabolism on peripheral nerve regener

SLC gene mutations and pediatric neurological disorders: diverse clinical phenotypes in a Saudi Arabian popula… MEDIUM
SLC gene mutations and pediatric neurological disorders: diverse clinical phenotypes in a Saudi Arabian population.
Hum Genet · 2022 · PMID:34797406 · Q:0.33
ABSTRACT

The uptake and efflux of solutes across a plasma membrane is controlled by transporters. There are two main superfamilies of transporters, adenosine 5'-triphosphate (ATP) binding cassettes (ABCs) and solute carriers (SLCs). In the brain, SLC transporters are involved in transporting various solutes across the blood-brain barrier, blood-cerebrospinal fluid barrier, astrocytes, neurons, and other brain cell types including oligodendrocytes and microglial cells. SLCs play an important role in maint

Preventive Effects of Probiotic Formula on Metabolic Stress Associated Physical Fatigue in Forced Swimming and… MODERATE
Preventive Effects of Probiotic Formula on Metabolic Stress Associated Physical Fatigue in Forced Swimming and LPS-Induced Mouse Models
J Microbiol Biotechnol · 2026 · PMID:41958144

Opposing Evidence 4

Neuronal glucose uptake via GLUT3 may provide sufficient energy independently MEDIUM
Endocr Regul · 2014 · PMID:24524374 · Q:0.33
ABSTRACT

Glucose is transported across the cell membrane by specific saturable transport system, which includes two types of glucose transporters: 1) sodium dependent glucose transporters (SGLTs) which transport glucose against its concentration gradient and 2) sodium independent glucose transporters (GLUTs)

Neuronal glucose uptake via GLUT3 may provide sufficient energy independently MEDIUM
Neurology · 2014 · PMID:24647029 · Q:0.33
ABSTRACT

The normal adult brain constitutes approximately 2% of the body weight and consumes approximately 20% of glucose in the body (about 120 g of glucose per day). In the nervous system, the aerobic metabolism of glucose is the main source of energy in the form of adenosine triphosphate (ATP); most of th

The astrocyte-neuron lactate shuttle model remains debated MEDIUM
Physiol Rev · 2019 · PMID:30565508 · Q:0.33
ABSTRACT

Glucose is the long-established, obligatory fuel for brain that fulfills many critical functions, including ATP production, oxidative stress management, and synthesis of neurotransmitters, neuromodulators, and structural components. Neuronal glucose oxidation exceeds that in astrocytes, but both rat

The astrocyte-neuron lactate shuttle model remains debated MEDIUM
J Cereb Blood Flow Metab · 2011 · PMID:21427731 · Q:0.33
ABSTRACT

For many years, a tenet of cerebral metabolism held that glucose was the obligate energy substrate of the mammalian brain and that neuronal oxidative metabolism represented the majority of this glucose utilization. In 1994, Pellerin and Magistretti formulated the astrocyte-neuron lactate shuttle (AN

Multi-persona evaluation: This hypothesis was debated by AI agents with complementary expertise. The Theorist explores mechanisms, the Skeptic challenges assumptions, the Domain Expert assesses real-world feasibility, and the Synthesizer produces final scores. Expand each card to see their arguments.
Gap Analysis | 4 rounds | 2026-04-02 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Cell-Type-Specific Vulnerability in Alzheimer's Disease: Novel Therapeutic Hypotheses

Based on SEA-AD transcriptomic data analysis, here are my mechanistic hypotheses for cell-type-specific vulnerabilities:

Hypothesis 1: Excitatory Neuron Mitochondrial Cascade Collapse

Title: SIRT3-Mediated Mitochondrial Deacetylation Failure in Layer II/III Pyramidal Neurons

Description: Layer II/III excitatory neurons show preferential vulnerability due to failed SIRT3-mediated mitochondrial protein deacetylation under Aβ stress. This leads to hyperacetylation of respiratory complex subunits,

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of AD Cell-Type Vulnerability Hypotheses

Hypothesis 1: SIRT3-Mediated Mitochondrial Cascade in Excitatory Neurons

Main Weaknesses:

  • Causal direction unclear: SIRT3 downregulation could be consequence, not cause, of mitochondrial dysfunction
  • Layer specificity unfounded: No evidence provided that Layer II/III neurons have uniquely high SIRT3 dependence vs. other high-energy neurons
  • Mechanistic gap: Hyperacetylation → bioenergetic collapse pathway oversimplified; many compensatory mechanisms exist
Confounding Factors:
  • Age-related SIRT3 declin

🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

Domain Expert Analysis: Cell-Type Vulnerability in AD from SEA-AD Perspective

Critical Assessment Against Current Literature

Hypothesis 1: SIRT3-Mitochondrial Dysfunction - PARTIALLY SUPPORTED

Supporting Evidence:

  • Liang et al. (2017, Cell Metabolism) demonstrated SIRT3 deficiency accelerates AD pathology in 5xFAD mice, with specific mitochondrial complex I deficits
  • SEA-AD data validation: Layer II/III excitatory neurons (particularly in entorhinal cortex) show coordinated downregulation of SIRT3 and PGC-1α targets (PPARGC1A, NRF1, TFAM)
  • **Mathys et al. (2019,

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.250.500.75 created: insert_seaad_v4 (2026-04-02T19:54)evidence: market_dynamics (2026-04-02T20:49)score_update: market_dynamics (2026-04-02T20:51)score_update: market_dynamics (2026-04-02T21:49)evidence: market_dynamics (2026-04-02T22:10)debate: market_dynamics (2026-04-02T23:32)score_update: market_dynamics (2026-04-02T23:40)evidence: evidence_batch_update (2026-04-03T01:06)evidence: evidence_batch_update (2026-04-03T01:06)debate: market_dynamics (2026-04-03T03:09)evidence: market_dynamics (2026-04-03T05:56)debate: market_dynamics (2026-04-03T07:18)debate: market_dynamics (2026-04-03T08:13)evidence: evidence_batch_update (2026-04-04T09:08)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 1.00 0.00 2026-04-022026-04-122026-04-27 Market PriceScoreevidencedebate 165 events
7d Trend
Falling
7d Momentum
▼ 2.7%
Volatility
Low
0.0096
Events (7d)
5
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.487 ▲ 3.1% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.472 ▲ 3.7% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.455 ▲ 0.8% 2026-04-12 18:34
Recalibrated $0.452 ▼ 0.3% 2026-04-12 10:15
Recalibrated $0.453 ▼ 1.9% 2026-04-12 05:13
Recalibrated $0.462 ▼ 0.9% 2026-04-10 15:58
Recalibrated $0.466 ▲ 0.9% 2026-04-10 15:53
Recalibrated $0.462 ▼ 1.0% 2026-04-08 18:39
Recalibrated $0.466 ▼ 19.4% 2026-04-06 04:04
Recalibrated $0.579 ▼ 2.2% 2026-04-04 16:38
Recalibrated $0.592 ▼ 1.9% 2026-04-04 16:02
📄 New Evidence $0.603 ▲ 1.5% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.594 ▲ 0.2% 2026-04-04 02:23
Recalibrated $0.593 ▲ 0.4% 2026-04-04 01:39
Recalibrated $0.590 ▲ 1.2% 2026-04-03 23:46

Clinical Trials (5) Relevance: 27%

0
Active
0
Completed
0
Total Enrolled
PHASE1
Highest Phase
Ketogenic Diet Intervention for Mild Cognitive Impairment PHASE2
COMPLETED · NCT02912936
Mild Cognitive Impairment
Ketogenic Diet MCT Oil
MCT Oil Supplementation in Early Alzheimer's Disease PHASE2
COMPLETED · NCT04466735
Alzheimer Disease
Medium Chain Triglycerides
Exogenous Ketone Ester for Cognitive Function in Aging PHASE1
COMPLETED · NCT03690193
Cognitive Decline Aging
Ketone Ester
Baricitinib for Neuroinflammation in AD PHASE2
RECRUITING · NCT04063124
Alzheimer Disease Neuroinflammation
Baricitinib
Exercise Intervention for Brain Metabolic Health in MCI NA
COMPLETED · NCT03711578
Mild Cognitive Impairment
Aerobic Exercise Program

📚 Cited Papers (54)

1 figure
Figures
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Figures available at source paper (no open-access XML found).
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Figure 1
Figure 1
MCT1 expressed primarily within oligodendroglia in the CNS (a) Histogram and rtPCR for MCT1 mRNA from FAC sorted cells with (b) or without (a) tdTomato expression. (b–e) Corpus ...
pmc_api
Figure 2
Figure 2
MCT1 required for neuronal survival in vitro. (a–d) Photomicrograph ( a ) and quantification of motoneurons in spinal cord slice cultures treated with media only ( Ctrl ), MCT1 s...
pmc_api
[WALANT - Wide Awake Local Anaesthesia No Tourniquet: Complications in elective and acute traumatological Hand Surgery Procedures].
Handchirurgie, Mikrochirurgie, plastische Chirurgie : Organ der Deutschsprachigen Arbeitsgemeinschaft fur Handchirurgie : Organ der Deutschsprachigen Arbeitsgemeinschaft fur Mikrochirurgie der Peripheren Nerven und Gefasse : Organ der V... (2022) · PMID:35168268
1 figure
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Figures available at source paper (no open-access XML found).
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1 figure
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Figures available at source paper (no open-access XML found).
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1 figure
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Figures available at source paper (no open-access XML found).
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Response to 'comment on recent modeling studies of astrocyte-neuron metabolic interactions': much ado about nothing.
Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism (2011) · PMID:21427731
1 figure
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Figures available at source paper (no open-access XML found).
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1 figure
FIG 1
FIG 1
Circular genome map of Geobacter sp. strain FeAm09, generated by using DNAPlotter from Artemis version 18.1.0 (Wellcome Sanger Institute) ( 21 ). From the outside to the center: ...
pmc_api
Engineering complex communities by directed evolution.
Nature ecology & evolution (2021) · PMID:33986540
9 figures
Extended Data Figure 1.
Extended Data Figure 1.
Non-additive function, costly function, and two empirically motivated functions. (A) Illustration of the different types of community function we have considered. In addition to th...
pmc_api
Extended Data Figure 2.
Extended Data Figure 2.
Alternative ecological scenarios with metabolic cross-feeding. Besides the rich medium without cross-feeding shown in the main text, we have included two other ecological scenarios...
pmc_api
4 figures
Fig. 1.
Fig. 1.
Sonographic image of OCD of the humeral capitellum in the sagittal plane showing irregularity and discontinuity of the subchondral bone.
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Fig. 2.
Fig. 2.
(A) Radiograph taken at the first examination showing an osteochondral lesion on the lateral side of the capitellum and new bone formation along the lateral side of capitellum (arr...
pmc_api
Response to 'comment on recent modeling studies of astrocyte-neuron metabolic interactions': much ado about nothing.
Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism (2011) · PMID:21427731
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📊 Resource Economics & ROI

Moderate Efficiency Resource Efficiency Score
0.77
52.3th percentile (776 hypotheses)
Tokens Used
10,555
KG Edges Generated
390
Citations Produced
26

Cost Ratios

Cost per KG Edge
49.09 tokens
Lower is better (baseline: 2000)
Cost per Citation
439.79 tokens
Lower is better (baseline: 1000)
Cost per Score Point
17331.69 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.077
10% weight of efficiency score
Adjusted Composite
0.745

How Economics Pricing Works

Hypotheses receive an efficiency score (0-1) based on how many knowledge graph edges and citations they produce per token of compute spent.

High-efficiency hypotheses (score >= 0.8) get a price premium in the market, pulling their price toward $0.580.

Low-efficiency hypotheses (score < 0.6) receive a discount, pulling their price toward $0.420.

Monthly batch adjustments update all composite scores with a 10% weight from efficiency, and price signals are logged to market history.

Efficiency Price Signals

Date Signal Price Score
2026-04-16T20:00$0.4490.510

📋 Reviews View all →

Structured peer reviews assess evidence quality, novelty, feasibility, and impact. The Discussion thread below is separate: an open community conversation on this hypothesis.

💬 Discussion

No DepMap CRISPR Chronos data found for SLC16A1.

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No curated ClinVar variants loaded for this hypothesis.

Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

🔍 Search ClinVar for SLC16A1 →
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⚖️ Governance History

No governance decisions recorded for this hypothesis.

Governance decisions are recorded when Senate quality gates, lifecycle transitions, Elo penalties, or pause grants affect this subject.

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Wiki Pages

SLC16A1 — Solute Carrier Family 16 Member 1 (MonocgeneGait Biomarkers for Alzheimer's DiseasebiomarkerBlood p-Tau217 as a Clock for Alzheimer's Disease mechanismCombination Biomarker Panels for Alzheimer's DiseabiomarkerDTI Biomarkers for Alzheimer's DiseasebiomarkerEye-Tracking Digital Markers in Alzheimer's DiseasbiomarkerBlood p-Tau181 and p-Tau217 Elevated in Systemic AbiomarkerAstrocyte-Derived Exosomal mRNA Reference Genes fobiomarkerAT(N) Biomarker Classification for Alzheimer's DisbiomarkerA/T/N+ Comprehensive Biomarker Panel for AlzheimerbiomarkerAlzheimer's Disease BiomarkersbiomarkerDried Blood Spot Biomarker Test for Alzheimer's DibiomarkerASL Perfusion Biomarkers for Alzheimer's DiseasebiomarkerEEG Biomarkers for Alzheimer's DiseasebiomarkerDigital Biomarkers for Alzheimer's Diseasebiomarker

KG Entities (61)

ACSL4AMPKAPOEAPOE4APPAlzheimer's DiseaseAlzheimer's diseaseC1QC3CLDN5CTSDCX3CR1DAMDAP12ERKFSP1GFAPGPX4GSK3BHMGCR

Related Hypotheses

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Score: 0.869 | Alzheimer's Disease
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia
Score: 0.801 | Alzheimer's Disease
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Score: 0.801 | Alzheimer's Disease

Estimated Development

Estimated Cost
$0
Timeline
2.3 years

🧪 Falsifiable Predictions (9)

9 total 0 confirmed 0 falsified
IF astrocytes are engineered to express MCT1/MCT4 at the inverted ratio observed in AD (MCT1 knocked down 65%, MCT4 overexpressed 130%) THEN lactate release dynamics will shift from steady, regulated export to pulsatile, high-threshold release, with lactate accumulating intracellularly until concentrations exceed 25 mM before massive export pulses occur, within 48-72 hours of expression changes using primary astrocyte-neuron co-cultures.
pending conf: 0.82
Expected outcome: Lactate clearance assays will show: (1) 2.5-3x longer time to lactate clearance after glutamate stimulation, (2) intracellular lactate accumulation 40-60% higher before release, and (3) release events occurring as sharp pulses rather than graded curves. Extracellular lactate microelectrode measurements will show intermittent high-amplitude lactate spikes (>5mM) instead of sustained moderate elevations (2-4mM).
Falsified by: If lactate export remains graded, demand-matched, and proportional to expression levels regardless of MCT1/MCT4 ratio manipulation, the hypothesis is disproved. Specifically, if knocking down MCT1 to 35% while overexpressing MCT4 by 130% does NOT produce pulsatile lactate release with 3x increased latency, the molecular mechanism is falsified.
Method: Primary hippocampal astrocyte-neuron co-cultures (DIV 14-21) will be infected with AAV vectors for MCT1 shRNA and MCT4 overexpression. Lactate dynamics will be measured using FRET-based lactate sensors (Laconic) in astrocytes and neurons, along with extracellular lactate biosensors during 100μM glutamate stimulation. Release kinetics will be quantified by curve fitting to determine burst frequency vs. graded release.
IF astrocytic MCT1/MCT4 ratio is experimentally inverted to match the AD expression pattern (1.9-fold MCT1 knockdown + 2.3-fold MCT4 overexpression), THEN lactate release during neuronal stimulation will shift from demand-matched oscillatory patterns to high-amplitude, threshold-dependent pulses with >50% increase in inter-stimulus variability, using cultured mouse astrocytes co-cultured with primary hippocampal neurons within 72 hours of transfection.
pending conf: 0.78
Expected outcome: Lactate microelectrode array or FRET-based lactate sensors will show: (1) reduced baseline lactate efflux rate during quiescent periods (reflecting loss of MCT1's high-affinity baseline export), (2) increased latency (>200ms) from glutamate stimulation to lactate peak, and (3) >2-fold increase in peak lactate concentration per stimulation event with >50% coefficient of variation between stimulations compared to control astrocytes.
Falsified by: If lactate release remains tightly coupled to neuronal activity with <20% variation in timing and amplitude despite ratio inversion, or if baseline lactate efflux is unchanged, the hypothesis is disproved. Falsification also occurs if MCT1 knockdown alone (without MCT4 upregulation) reproduces the phenotype, indicating single-transporter dominance rather than ratio-dependent coupling.
Method: Astrocytes transduced with Cre-dependent MCT1 shRNA and Flp-dependent MCT4 overexpression constructs will be co-cultured with neurons expressing glutamate sensor. Simultaneous electrophysiological recording of neuronal activity, real-time extracellular lactate sensing via enzyme-based microsensors or genetically encoded lactate FRET reporters (Laconic), and glutamate application will quantify temporal coupling.
IF astrocyte MCT1/MCT4 ratio is disrupted to match the AD inverted pattern THEN hippocampal long-term potentiation (LTP) induced by theta-burst stimulation will be reduced by 40-60% due to impaired lactate supply during high-demand synaptic plasticity, within 4-6 hours of metabolic stress using acute brain slices.
pending conf: 0.78
Expected outcome: Field excitatory postsynaptic potentials (fEPSPs) will show: (1) reduced LTP magnitude from baseline potentiation of 150% to 80-95%, (2) increased failure to sustain potentiation after 60 minutes, and (3) intact baseline synaptic transmission confirming specificity to demand-dependent metabolic coupling. Neuronal ATP levels (measured by genetically encoded sensor) will drop 25-35% during LTP induction in the MCT1/MCT4-disrupted condition.
Falsified by: If LTP magnitude and kinetics remain within 10% of control values despite inverted MCT1/MCT4 ratio, the hypothesis is disproved. Similarly, if supplementation with 10mM lactate rescues LTP in control but NOT in the manipulated condition, this would indicate the defect is upstream of lactate availability.
Method: Acute hippocampal slices (350μm) from mice expressing astrocyte-specific cre will be infected with AAV vectors expressing MCT1 shRNA and MCT4 cDNA under astrocyte-specific GFAP promoter. LTP will be induced via theta-burst stimulation (4 trains of 100Hz/1s at 5Hz) while recording fEPSPs in stratum radiatum. Parallel ATP measurements using ATeam sensor will quantify neuronal bioenergetics during plasticity.
IF astrocytic MCT1/MCT4 expression ratio is restored toward physiological levels via AAV-mediated MCT1 overexpression (1.9±0.4 fold increase) in 5xFAD mice THEN glutamate-stimulated extracellular lactate dynamics will recover demand-coupled temporal kinetics (rise time <30 seconds) comparable to wild-type controls within 3-4 weeks post-injection using acute hippocampal slice preparations
pending conf: 0.78
Expected outcome: Extracellular lactate concentration will increase within 10-30 seconds of glutamate application (200 μM), peak at 2.5-3.5 mM, and return to baseline within 2-3 minutes in ratio-restored slices, whereas inverted-ratio slices will show delayed lactate rise (>60 seconds) followed by supraphysiological overflow pulses (>5 mM) with slow recovery
Falsified by: Restoring MCT1/MCT4 ratio does NOT normalize lactate dynamics; inverted-ratio slices continue to show delayed, supraphysiological lactate release patterns identical to untreated AD slices
Method: Inject AAV9-GFAP-MCT1-p2A-eGFP into bilateral hippocampus of 6-month-old 5xFAD mice. After 3-4 weeks, prepare acute coronal slices (300 μm) on vibratome. Perform real-time extracellular lactate biosensor (ISMEA lactate oxidase) recordings during 60-second glutamate (200 μM) application via local perfusion. Compare rise latency, peak amplitude, and recovery kinetics between restored-ratio, AD-inverted-ratio, and age-matched WT groups
IF neuronal metabolic support is assessed during high-frequency stimulation (HFS) in hippocampal circuits with restored versus inverted MCT1/MCT4 ratio THEN neurons in ratio-restored conditions will maintain significantly higher ATP/ADP ratios (≥3.0) and show normal long-term potentiation (LTP) maintenance (≥130% baseline at 60 min) compared to inverted-ratio neurons within 60 minutes of HFS using acute brain slices
pending conf: 0.75
Expected outcome: Restored-ratio slices will maintain ATP/ADP ratio ≥3.0 throughout HFS protocol and show LTP magnitude ≥130% of baseline at 60 minutes post-HFS. Inverted-ratio slices will show significant ATP depletion (ratio <1.5) during stimulation and impaired LTP maintenance (<105% at 60 min), with no significant difference from unmanipulated AD slices
Falsified by: Metabolic coupling and LTP remain impaired even after MCT1/MCT4 ratio restoration; ATP/ADP ratios and synaptic plasticity remain equivalent to inverted-ratio controls, indicating metabolic uncoupling operates via a mechanism independent of MCT transporter ratio
Method: Prepare acute hippocampal slices from restored-ratio (AAV-MCT1 injected 5xFAD), untreated 5xFAD, and WT mice. Load slices with genetically-encoded ATP/ADP biosensor (AtelA team: PercevalHR or Adenosense). Deliver HFS (3 trains × 100 pulses at 100 Hz) to Schaffer collateral pathway while monitoring field excitatory postsynaptic potentials (fEPSPs) and simultaneous ATP/ADP ratio in stratum radiatum neurons via two-photon imaging. Quantify LTP magnitude at 60 min post-HFS and correlate with metabol
IF the MCT1/MCT4 ratio inversion impairs metabolic support during high-demand states, THEN hippocampal LTP induction will be reduced by >40% when astrocyte MCT1 is downregulated and MCT4 is upregulated compared to control, using slice electrophysiology within 4 hours of condition induction in brain slice cultures.
pending conf: 0.72
Expected outcome: Field excitatory postsynaptic potentials (fEPSPs) will show: (1) reduced LTP magnitude (normalized fEPSP slope <60% of control) 60 minutes post-tetanus, (2) faster LTP decay slope (time to 50% decay reduced by >40%), and (3) correlation between LTP impairment and intracellular astrocyte lactate accumulation (measured via genetically encoded sensor) prior to stimulation.
Falsified by: If LTP magnitude and persistence are unchanged despite MCT ratio inversion, or if LTP impairment occurs with MCT1 knockdown alone without requiring MCT4 upregulation, the ratio-dependent uncoupling model is falsified. Additionally, if extracellular lactate supplementation (10mM) rescues LTP fully, this indicates the defect is lactate availability rather than coupling.
Method: Organotypic hippocampal slice cultures from mice with conditional astrocyte-specific alleles (MCT1 loxP/loxP; MCT4 conditional overexpression line) will be infected with AAV-GFAP-Cre to induce ratio inversion. Simultaneous intracellular astrocyte lactate imaging (using sensor) and field recordings during high-frequency stimulation (100Hz, 4 trains) will correlate metabolic dynamics with synaptic plasticity.
IF astrocytes with inverted MCT1/MCTCT4 ratio are subjected to sustained glycolytic challenge (10 mM glucose + 1 μM oligomycin) THEN intracellular lactate will accumulate to significantly higher concentrations (>25 mM threshold) before extracellular efflux occurs, demonstrating MCT4's high-Km threshold effect, within 15-30 minutes using cultured astrocytes
pending conf: 0.72
Expected outcome: Inverted-ratio astrocytes will show intracellular lactate accumulation exceeding 25 mM by 15 minutes post-challenge, with extracellular lactate remaining below 3 mM until intracellular threshold is reached, whereas physiological-ratio astrocytes will begin steady extracellular lactate efflux (4-6 mM) within 5 minutes of challenge without intracellular accumulation
Falsified by: Intracellular lactate does NOT accumulate differently between inverted and normal MCT1/MCT4 ratio astrocytes; both conditions show equivalent lactate efflux kinetics, indicating MCT4 upregulation alone is insufficient to cause metabolic uncoupling
Method: Primary astrocytes from P1-3 mouse cortex transduced with MCT1 shRNA (80% knockdown) + MCT4 overexpression (2.3±0.5 fold) or scrambled control. Challenge with 10 mM glucose + 1 μM oligomycin in Hank's balanced salt solution. Harvest cells and extracellular medium at 0, 5, 10, 15, 30 min. Measure intracellular lactate via LC-MS/MS (normalized to protein) and extracellular lactate via colorimetric assay (BioVision). Calculate intracellular-to-extracellular lactate ratio over time
IF the MCT1/MCT4 ratio inversion observed in AD is causally linked to memory impairment THEN astrocyte-specific correction of the ratio back to physiological levels (restoring MCT1 dominance) will prevent memory deficits in a 5xFAD mouse model, within 4 weeks of viral vector delivery using in vivo mouse behavior.
pending conf: 0.71
Expected outcome: 5xFAD mice receiving astrocyte-targeted MCT1 overexpression and MCT4 shRNA (ratio-corrected) will demonstrate: (1) novel object recognition discrimination index ≥65% (vs. 45% in uncorrected 5xFAD), (2) Barnes maze escape latency reduced by 40-50% compared to control 5xFAD, and (3) contextual fear conditioning freezing ≥50% (vs. 30% in controls). Concurrently, in vivo microdialysis will show restored graded lactate responses to behavioral demand.
Falsified by: If correcting the MCT1/MCT4 ratio does NOT improve performance on spatial memory, object recognition, or fear conditioning tasks, and lactate dynamics remain uncoupled from demand, the hypothesis is falsified. Additionally, if non-specific astrocyte modulation (empty vector controls) produces equivalent effects, this would indicate the mechanism is not specific to lactate transport.
Method: 5xFAD mice (6 months old, representing early AD pathology) will receive stereotactic injection of AAV9-GFAP-MCT1-ires-MCT4-shRNA or control vectors into bilateral hippocampus. Behavior testing will occur 4 weeks post-injection. In vivo microdialysis with lactate oxidase biosensors will measure extracellular lactate dynamics duringMorris water maze performance. Astrocyte ratio correction will be verified by snRNA-seq and immunofluorescence post-behavior.
IF the metabolic uncoupling specifically manifests as impaired lactate delivery during cognitive demand, THEN mice with astrocyte-specific MCT1/MCT4 ratio inversion will show >30% impairment in object location memory task performance compared to controls, using spatially-restricted viral manipulation to target only ventral hippocampal astrocytes within 3 weeks of injection.
pending conf: 0.68
Expected outcome: Object location discrimination index will decrease from >70% in controls to <45% in ratio-inverted mice, with correlate decreased neuronal NADH fluorescence ratio (indicating reduced oxidative metabolism) during the memory encoding phase, measured via in vivo two-photon imaging of pyridine nucleotide autofluorescence.
Falsified by: If spatial memory is unaffected by ratio inversion, or if memory impairment occurs without metabolic coupling defects (neuronal NADH remains normal), the hypothesis is falsified. Falsification also occurs if constitutive MCT4 overexpression without MCT1 knockdown produces equivalent impairment, indicating MCT4 dominance alone drives the phenotype independent of ratio.
Method: C57BL/6J mice will receive stereotactic injection of AAV5-GFAP-Cre into ventral hippocampus combined with Cre-dependent MCT1 shRNA and FLP-dependent MCT4 overexpression constructs. Cognitive testing (novel object location, 24h interval) will be conducted 21-28 days post-injection, with two-photon imaging of neuronal NADH redox state during task performance to assess metabolic coupling.

Knowledge Subgraph (200 edges)

associated with (11)

reactive_astrocyteastrocyteDAMmicrogliaOPColigodendrocyteMAPTGSK3BACSL4Alzheimer's Disease
▸ Show 6 more

co associated with (5)

SIRT3PINK1SLC16A1MCT4ACSL4SLC16A1ACSL4SIRT3SIRT3SLC16A1

co discussed (167)

TREM2C3TREM2PARP1C3PARP1C3APOEPARP1APOE
▸ Show 162 more
PVALBSIRT3PVALBPDGFRBPVALBSREBF2PVALBGFAPPVALBSLC16A1PVALBACSL4PVALBCLDN5PVALBMMP9SIRT3PDGFRBSIRT3SREBF2SIRT3GFAPSIRT3SLC16A1SIRT3ACSL4SIRT3CLDN5SIRT3MMP9PDGFRBSREBF2PDGFRBGFAPPDGFRBSLC16A1PDGFRBACSL4PDGFRBCLDN5PDGFRBMMP9SREBF2GFAPSREBF2SLC16A1SREBF2ACSL4SREBF2CLDN5SREBF2MMP9GFAPSLC16A1GFAPACSL4GFAPCLDN5SLC16A1ACSL4SLC16A1CLDN5SLC16A1MMP9ACSL4CLDN5ACSL4MMP9CLDN5MMP9TREM2SIRT3TREM2TFRCTREM2GFAPTREM2PPARGC1ATREM2SLC16A1TREM2GPX4TREM2TFAMTREM2ACSL4SIRT3TFRCSIRT3PPARGC1ASIRT3GPX4SIRT3TFAMSIRT3CX3CR1TFRCGFAPTFRCPPARGC1ATFRCSLC16A1TFRCGPX4TFRCTFAMTFRCCX3CR1TFRCACSL4GFAPPPARGC1AGFAPCX3CR1PPARGC1ASLC16A1PPARGC1AGPX4PPARGC1ACX3CR1PPARGC1AACSL4SLC16A1GPX4SLC16A1TFAMSLC16A1CX3CR1GPX4CX3CR1GPX4ACSL4TFAMCX3CR1TFAMACSL4CX3CR1ACSL4APOEC3APOEPARP1ACSL4PDGFRBACSL4GFAPACSL4SIRT3ACSL4SLC16A1ACSL4PVALBACSL4SREBF2ACSL4HMGCRPDGFRBSIRT3PDGFRBPVALBPDGFRBHMGCRMMP9GFAPMMP9SIRT3MMP9SLC16A1MMP9CLDN5MMP9PVALBMMP9SREBF2MMP9HMGCRGFAPSIRT3GFAPPVALBGFAPSREBF2GFAPHMGCRSIRT3PVALBSIRT3HMGCRSLC16A1PVALBSLC16A1SREBF2SLC16A1HMGCRCLDN5PVALBCLDN5SREBF2CLDN5HMGCRPVALBHMGCRSREBF2HMGCRACSL4TFRCACSL4PPARGC1AACSL4TFAMACSL4TREM2TFRCSIRT3TFRCTREM2PPARGC1AGFAPPPARGC1ATREM2TFAMGFAPTFAMSIRT3TFAMSLC16A1TFAMTREM2TFAMGPX4SIRT3TREM2CX3CR1SLC16A1CX3CR1GPX4SLC16A1TREM2SLC16A1SIRT3SLC16A1GFAPSLC16A1PDGFRBCLDN5ACSL4CLDN5SIRT3CLDN5GFAPCLDN5PDGFRBHMGCRACSL4HMGCRPVALBHMGCRSIRT3HMGCRMMP9HMGCRGFAPHMGCRSREBF2HMGCRPDGFRBMMP9PDGFRBGFAPPDGFRBSREBF2PDGFRBSLC16A1PPARGC1ASLC16A1TFRCCX3CR1SIRT3CX3CR1PPARGC1ACX3CR1TFRCCX3CR1TFAMGPX4SIRT3GPX4PPARGC1AGPX4TFRCGPX4GFAPPPARGC1ATFRCGPX4TREM2ACSL4TNFSLC7A11TREM2ACSL4APOEACSL4APOE4ACSL4C1QAPOE4C1QAPOE4GPX4GPX4TNFACSL4APPACSL4TAUFSP1GPX4DAP12ERKCTSDCX3CR1AMPKTREM2

dysregulates (1)

APOE4cholesterol_metabolism

implicated in (6)

ACSL4neurodegenerationSLC16A1neurodegenerationoligodendrocyteAlzheimer's diseaseneuronAlzheimer's diseaseexcitatory_neuronAlzheimer's disease
▸ Show 1 more

investigated in (1)

diseases-atypical-parkinsonismh-b34120a1

involved in (2)

SIRT3mitochondrial_quality_controlSLC16A1astrocyte_neuron_lactate_shuttle

maintains (1)

CLDN5blood_brain_barrier

participates in (3)

ACSL4ferroptosisSIRT3mitochondrial quality controlSLC16A1astrocyte-neuron lactate shuttle

performs (1)

microgliaamyloid_clearance

regulates (1)

astrocyteslipid_metabolism

vulnerable to (1)

oligodendrocytesmyelin_breakdown

Mechanism Pathway for SLC16A1

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    SLC16A1["SLC16A1"] -->|participates in| astrocyte_neuron_lactate_["astrocyte-neuron lactate shuttle"]
    SLC16A1_1["SLC16A1"] -->|associated with| Alzheimer_s_Disease["Alzheimer's Disease"]
    PVALB["PVALB"] -->|co discussed| SLC16A1_2["SLC16A1"]
    SIRT3["SIRT3"] -->|co discussed| SLC16A1_3["SLC16A1"]
    PDGFRB["PDGFRB"] -->|co discussed| SLC16A1_4["SLC16A1"]
    SREBF2["SREBF2"] -->|co discussed| SLC16A1_5["SLC16A1"]
    GFAP["GFAP"] -->|co discussed| SLC16A1_6["SLC16A1"]
    SLC16A1_7["SLC16A1"] -->|co discussed| ACSL4["ACSL4"]
    SLC16A1_8["SLC16A1"] -->|co discussed| CLDN5["CLDN5"]
    SLC16A1_9["SLC16A1"] -->|co discussed| MMP9["MMP9"]
    TREM2["TREM2"] -->|co discussed| SLC16A1_10["SLC16A1"]
    TFRC["TFRC"] -->|co discussed| SLC16A1_11["SLC16A1"]
    PPARGC1A["PPARGC1A"] -->|co discussed| SLC16A1_12["SLC16A1"]
    SLC16A1_13["SLC16A1"] -->|co discussed| GPX4["GPX4"]
    SLC16A1_14["SLC16A1"] -->|co discussed| TFAM["TFAM"]
    style SLC16A1 fill:#ce93d8,stroke:#333,color:#000
    style astrocyte_neuron_lactate_ fill:#81c784,stroke:#333,color:#000
    style SLC16A1_1 fill:#ce93d8,stroke:#333,color:#000
    style Alzheimer_s_Disease fill:#ef5350,stroke:#333,color:#000
    style PVALB fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_2 fill:#ce93d8,stroke:#333,color:#000
    style SIRT3 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_3 fill:#ce93d8,stroke:#333,color:#000
    style PDGFRB fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_4 fill:#ce93d8,stroke:#333,color:#000
    style SREBF2 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_5 fill:#ce93d8,stroke:#333,color:#000
    style GFAP fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_6 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_7 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_8 fill:#ce93d8,stroke:#333,color:#000
    style CLDN5 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_9 fill:#ce93d8,stroke:#333,color:#000
    style MMP9 fill:#ce93d8,stroke:#333,color:#000
    style TREM2 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_10 fill:#ce93d8,stroke:#333,color:#000
    style TFRC fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_11 fill:#ce93d8,stroke:#333,color:#000
    style PPARGC1A fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_12 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_13 fill:#ce93d8,stroke:#333,color:#000
    style GPX4 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_14 fill:#ce93d8,stroke:#333,color:#000
    style TFAM fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 SLC16A1 — PDB 7BP3 Click to expand 3D viewer

Experimental structure from RCSB PDB | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data)

neurodegeneration | 2026-04-03 | completed

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Same Analysis (5)

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia
Score: 0.87 · ACSL4
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Se
Score: 0.80 · ACSL4
ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Ma
Score: 0.80 · ACSL4
Microglial TREM2-SYK Pathway Enhancement
Score: 0.80 · TREM2
ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocyte
Score: 0.78 · ACSL4
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