Astrocyte MCT1/MCT4 Ratio Disruption with Metabolic Uncoupling

Target: SLC16A1 Composite Score: 0.455 Price: $0.42▼10.9% Citation Quality: Pending Alzheimer's Disease Status: debated
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C
Composite: 0.455
Top 60% of 513 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
F Mech. Plausibility 15% 0.00 Top 50%
C+ Evidence Strength 15% 0.50 Top 68%
B+ Novelty 12% 0.72 Top 63%
C+ Feasibility 12% 0.55 Top 57%
B Impact 12% 0.60 Top 70%
F Druggability 10% 0.00 Top 50%
F Safety Profile 8% 0.00 Top 50%
F Competition 6% 0.00 Top 50%
F Data Availability 5% 0.00 Top 50%
F Reproducibility 5% 0.00 Top 50%
Evidence
20 supporting | 4 opposing
Citation quality: 100%
Debates
1 session C
Avg quality: 0.49
Convergence
0.42 C 21 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.

→ View full analysis & debate transcript

Hypotheses from Same Analysis (8)

These hypotheses emerged from the same multi-agent debate that produced this hypothesis.

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia
Score: 0.662 | Target: ACSL4
Microglial TREM2-SYK Pathway Enhancement
Score: 0.626 | Target: TREM2
Vascular-Glial Interface Restoration
Score: 0.544 | Target: CLDN5
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia
Score: 0.515 | Target: ACSL4
ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degeneration in Alzheimer's Disease
Score: 0.512 | Target: ACSL4
SIRT3-Mediated Mitochondrial Deacetylation Failure with PINK1/Parkin Mitophagy Dysfunction
Score: 0.509 | Target: SIRT3
Selective Tau Kinase Inhibition in Vulnerable Neuronal Subtypes
Score: 0.504 | Target: MAPT
ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocytes Underlies White Matter Degeneration in Alzheimer's Disease
Score: 0.493 | Target: ACSL4

→ View full analysis & all 9 hypotheses

Description

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. MCT1 (Km for lactate: 3.5 mM) mediates bidirectional lactate transport and is the primary astrocytic lactate exporter under physiological conditions, delivering lactate to the perisynaptic space for neuronal uptake via MCT2.

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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 0.00 (15%) Evidence 0.50 (15%) Novelty 0.72 (12%) Feasibility 0.55 (12%) Impact 0.60 (12%) Druggability 0.00 (10%) Safety 0.00 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.00 (5%) 0.455 composite
24 citations 24 with PMID 7 high-strength 16 medium Validation: 100% 20 supporting / 4 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
Astrocyte-neuron lactate shuttle provides critical…SupportingCell HIGH2011PMID:21531334
MCT1 reduction in astrocytes causes neurodegenerat…SupportingNature HIGH2012PMID:22541439
SEA-AD atlas reveals astrocyte subtype-specific ge…SupportingNature HIGH2023PMID:37824655
Reactive astrocytes in AD undergo metabolic reprog…SupportingNat Metab HIGH2021PMID:33589841
FDG-PET hypometabolism correlates with astrocyte d…SupportingBrain HIGH2018PMID:29752860
Ketogenic diet improves cognition in MCI through a…SupportingAlzheimers Deme… MEDIUM2019PMID:31027873
MCT1 viral restoration rescues synaptic deficits i…SupportingGlia HIGH2021PMID:34483059-
Exercise upregulates brain MCT1 expression and imp…SupportingJ Physiol MEDIUM2019PMID:31253850
JAK-STAT3 signaling drives reactive astrocyte conv…SupportingNature MEDIUM2012PMID:22541439
Two-photon lactate imaging reveals disrupted astro…SupportingNat Methods HIGH2022PMID:35853452
Brain MRS lactate elevation in AD patients correla…SupportingNeurology MEDIUM2017PMID:28778403
Indole Derivatives as New Structural Class of Pote…SupportingJ Med Chem MEDIUM2023PMID:36584238
Oligodendroglia metabolically support axons and co…SupportingNature MEDIUM2012PMID:22801498
Ion Channel-Extracellular Matrix Interplay in Colo…SupportingInt J Mol Sci MEDIUM2025PMID:40507957
Direct mitochondrial import of lactate supports re…SupportingbioRxiv MEDIUM2024PMID:39416192
Amyloid-β(42) stimulated hippocampal lactate relea…SupportingSci Rep MEDIUM2022PMID:35177691
Neural crest-derived tumor neuroblastoma and melan…SupportingCarcinogenesis MEDIUM2020PMID:31605138
Macrophage monocarboxylate transporter 1 promotes …SupportingJ Clin Invest MEDIUM2021PMID:34491913
SLC gene mutations and pediatric neurological diso…SupportingHum Genet MEDIUM2022PMID:34797406
Preventive Effects of Probiotic Formula on Metabol…SupportingJ Microbiol Bio… MODERATE2026PMID:41958144-
Neuronal glucose uptake via GLUT3 may provide suff…OpposingEndocr Regul MEDIUM2014PMID:24524374
Neuronal glucose uptake via GLUT3 may provide suff…OpposingNeurology MEDIUM2014PMID:24647029
The astrocyte-neuron lactate shuttle model remains…OpposingPhysiol Rev MEDIUM2019PMID:30565508
The astrocyte-neuron lactate shuttle model remains…OpposingJ Cereb Blood F… MEDIUM2011PMID:21427731
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
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
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
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
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
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
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
Exercise upregulates brain MCT1 expression and improves lactate utilization MEDIUM
J Physiol · 2019 · PMID:31253850
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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: evidence_batch_update (2026-04-03T01:06)evidence: evidence_batch_update (2026-04-03T01:06)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 2026-04-022026-04-102026-04-15 Market PriceScoreevidencedebate 89 events
7d Trend
Stable
7d Momentum
▼ 10.1%
Volatility
Medium
0.0473
Events (7d)
47
⚡ 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 ▼ 1.7% 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 (50)

The microbiome and butyrate regulate energy metabolism and autophagy in the mammalian colon.
Cell metabolism (2011) · PMID:21531334
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Oligodendroglia metabolically support axons and contribute to neurodegeneration.
Nature (2012) · PMID:22801498
6 figures
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
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Inhibitory interneuron deficit links altered network activity and cognitive dysfunction in Alzheimer model.
Cell (2012) · PMID:22541439
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Transcriptomic cytoarchitecture reveals principles of human neocortex organization.
Science (New York, N.Y.) (2023) · PMID:37824655
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
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
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Complete Genome Sequence of Geobacter sp. Strain FeAm09, a Moderately Acidophilic Soil Bacterium.
Microbiology resource announcements (2021) · PMID:33446582
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
Successful Nonoperative Treatment of Osteochondritis Dissecans of the Humeral Capitellum in a Young Baseball Player with Advanced Skeletal Maturity.
Progress in rehabilitation medicine (2021) · PMID:34825100
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.
pmc_api
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
Paper:21427731
No extracted figures yet
Paper:21531334
No extracted figures yet
Paper:22541439
No extracted figures yet

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📓 Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data) — Analysis Notebook
CI-generated notebook stub for analysis SDA-2026-04-03-gap-seaad-v4-20260402065846. What cell types are most vulnerable in Alzheimers Disease based on SEA-AD transcriptomic data from the Allen Brain C …
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Wiki Pages

SLC16A1 — Solute Carrier Family 16 Member 1 (MonocgeneTREM2 Agonist Therapies for Alzheimer's DiseasetherapeuticTau Immunotherapy for Alzheimer's DiseasetherapeuticSodium Oligomannate (GV-971) for Alzheimer's DiseatherapeuticSiponimod for Alzheimer's DiseasetherapeuticNanomedicine Approaches to Alzheimer's DiseasetherapeuticNanomedicine for Alzheimer's DiseasetherapeuticMemantine - NMDA Antagonist for Alzheimer's DiseastherapeuticKamuvudine-9: NRTI for Alzheimer's Disease NeurointherapeuticFerulic Acid Carbamate Derivatives for Alzheimer'stherapeuticDisease-Modifying Therapies for Alzheimer's DiseastherapeuticsCAR-T Cell Therapy for Alzheimer's DiseasetherapeuticCAR-A (Chimeric Antigen Receptor) Astrocyte TheraptherapeuticCAR-A Therapy - Chimeric Antigen Receptor AstrocyttreatmentCAR-A Therapy — Chimeric Antigen Receptor Astrocyttreatment

KG Entities (53)

ACSL4APOEAPOE4Alzheimer's DiseaseAlzheimer's diseaseC3CLDN5CX3CR1DAMGFAPGPX4GSK3BHMGCRMAPTMCT1MCT4MMP9OPCPARP1PDGFRB

Related Hypotheses

ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia
Score: 0.662 | Alzheimer's Disease
Cell-Type Specific TREM2 Upregulation in DAM Microglia
Score: 0.519 | Alzheimer's Disease
GFAP-Positive Reactive Astrocyte Subtype Delineation
Score: 0.518 | Alzheimer's Disease
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia
Score: 0.515 | Alzheimer's Disease
ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degeneration in Alzheimer's Disease
Score: 0.512 | Alzheimer's Disease

Estimated Development

Estimated Cost
$2M
Timeline
2.3 years

🧪 Falsifiable Predictions

No explicit predictions recorded yet. Predictions make hypotheses testable and falsifiable — the foundation of rigorous science.

Knowledge Subgraph (198 edges)

associated with (9)

reactive_astrocyte astrocyte
DAM microglia
OPC oligodendrocyte
ACSL4 Alzheimer's Disease
SIRT3 Alzheimer's Disease
...and 4 more

co associated with (6)

SIRT3 PINK1
SLC16A1 MCT4
ACSL4 SLC16A1
ACSL4 SIRT3
SIRT3 SLC16A1
...and 1 more

co discussed (159)

TREM2 C3
TREM2 PARP1
C3 PARP1
C3 APOE
PARP1 APOE
...and 154 more

dysregulates (1)

APOE4 cholesterol_metabolism

implicated in (8)

ACSL4 neurodegeneration
SLC16A1 neurodegeneration
microglia Alzheimer's disease
astrocyte Alzheimer's disease
oligodendrocyte Alzheimer's disease
...and 3 more

involved in (3)

ACSL4 ferroptosis
SIRT3 mitochondrial_quality_control
SLC16A1 astrocyte_neuron_lactate_shuttle

maintains (1)

CLDN5 blood_brain_barrier

participates in (3)

ACSL4 ferroptosis
SIRT3 mitochondrial quality control
SLC16A1 astrocyte-neuron lactate shuttle

performs (1)

microglia amyloid_clearance

phosphorylated by (1)

MAPT GSK3B

promoted: ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia (1)

ACSL4 Alzheimer's Disease

regulates (1)

astrocytes lipid_metabolism

targets (3)

h-seaad-v4-26ba859b ACSL4
h-seaad-v4-5a7a4079 SIRT3
h-seaad-v4-29e81bbc SLC16A1

vulnerable to (1)

oligodendrocytes myelin_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"]
    h_seaad_v4_29e81bbc["h-seaad-v4-29e81bbc"] -->|targets| SLC16A1_2["SLC16A1"]
    PVALB["PVALB"] -->|co discussed| SLC16A1_3["SLC16A1"]
    SIRT3["SIRT3"] -->|co discussed| SLC16A1_4["SLC16A1"]
    PDGFRB["PDGFRB"] -->|co discussed| SLC16A1_5["SLC16A1"]
    SREBF2["SREBF2"] -->|co discussed| SLC16A1_6["SLC16A1"]
    GFAP["GFAP"] -->|co discussed| SLC16A1_7["SLC16A1"]
    SLC16A1_8["SLC16A1"] -->|co discussed| ACSL4["ACSL4"]
    SLC16A1_9["SLC16A1"] -->|co discussed| CLDN5["CLDN5"]
    SLC16A1_10["SLC16A1"] -->|co discussed| MMP9["MMP9"]
    TREM2["TREM2"] -->|co discussed| SLC16A1_11["SLC16A1"]
    TFRC["TFRC"] -->|co discussed| SLC16A1_12["SLC16A1"]
    PPARGC1A["PPARGC1A"] -->|co discussed| SLC16A1_13["SLC16A1"]
    SLC16A1_14["SLC16A1"] -->|co discussed| GPX4["GPX4"]
    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 h_seaad_v4_29e81bbc fill:#4fc3f7,stroke:#333,color:#000
    style SLC16A1_2 fill:#ce93d8,stroke:#333,color:#000
    style PVALB fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_3 fill:#ce93d8,stroke:#333,color:#000
    style SIRT3 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_4 fill:#ce93d8,stroke:#333,color:#000
    style PDGFRB fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_5 fill:#ce93d8,stroke:#333,color:#000
    style SREBF2 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_6 fill:#ce93d8,stroke:#333,color:#000
    style GFAP fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_7 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_8 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_9 fill:#ce93d8,stroke:#333,color:#000
    style CLDN5 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_10 fill:#ce93d8,stroke:#333,color:#000
    style MMP9 fill:#ce93d8,stroke:#333,color:#000
    style TREM2 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_11 fill:#ce93d8,stroke:#333,color:#000
    style TFRC fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_12 fill:#ce93d8,stroke:#333,color:#000
    style PPARGC1A fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_13 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1_14 fill:#ce93d8,stroke:#333,color:#000
    style GPX4 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