Alzheimer's Disease Subtypes Proposed from Brain Gene Expression Profiles
By LabMedica International staff writers Posted on 18 Jan 2021 |

Image: Histopathology of neurofibrillary tangles in the brain of a patient with Alzheimer`s disease (Bielschowski silver stain) (Photo courtesy of Dimitri P. Agamanolis, MD).
Alzheimer’s disease (AD) is the most common form of dementia in the elderly, estimated to affect more than 5.8 million individuals in the USA and more than 50 million worldwide, with almost half of individuals aged over 75 years.
The neuropathological manifestations of AD traditionally include the accumulation of amyloid-beta (Aβ) peptide as extracellular plaques and hyperphosphorylated tau as intracellular neurofibrillary tangles (NFTs), typically identified on postmortem biopsy and used for definitive AD diagnosis.
A large team of scientists led by those at Icahn School of Medicine (New York, NY, USA) used transcriptome sequence data from more than 1,500 postmortem brain samples from individuals with or without AD to highlight several expression-based AD subtypes. They analyzed transcriptome data for more than 900 samples from the frontal pole (FP), superior temporal gyrus (STG), parahippocampal gyrus (PHG), and inferior frontal gyrus (IFG) brain regions in 364 Mount Sinai/JJ Peters VA Medical Center Brain Bank (MSBB-AD) participants with or without AD or related dementia.
The scientists focused in on differential gene expression patterns in the PHG, adjusting for AD stage and severity. Their results pointed to five PHG expression-based subtypes of AD, falling into three main clusters, along with related molecular signatures, clinical features, and potential driver genes. The team identified three major molecular subtypes of AD corresponding to different combinations of multiple dysregulated pathways, such as susceptibility to tau-mediated neurodegeneration, amyloid-β neuroinflammation, synaptic signaling, immune activity, mitochondria organization, and myelination. Multiscale network analysis reveals subtype-specific drivers such as GABRB2, LRP10, MSN, PLP1, and ATP6V1A. The team reported their results were shored up with data for postmortem brain samples from another 615 AD cases or controls in Religious Orders Study–Memory and Aging Project (ROSMAP).
Bin Zhang, PhD, a Professor of Genetics and genomic Science and senior author of the study, said, “Understanding the genetic and molecular differences between molecular subtypes of AD within these data will provide novel insights into disease pathogenesis and offer new avenues for developing effective therapeutics.” The study was published on January 6, 2021 in the journal Science Advances.
Related Links:
Icahn School of Medicine
The neuropathological manifestations of AD traditionally include the accumulation of amyloid-beta (Aβ) peptide as extracellular plaques and hyperphosphorylated tau as intracellular neurofibrillary tangles (NFTs), typically identified on postmortem biopsy and used for definitive AD diagnosis.
A large team of scientists led by those at Icahn School of Medicine (New York, NY, USA) used transcriptome sequence data from more than 1,500 postmortem brain samples from individuals with or without AD to highlight several expression-based AD subtypes. They analyzed transcriptome data for more than 900 samples from the frontal pole (FP), superior temporal gyrus (STG), parahippocampal gyrus (PHG), and inferior frontal gyrus (IFG) brain regions in 364 Mount Sinai/JJ Peters VA Medical Center Brain Bank (MSBB-AD) participants with or without AD or related dementia.
The scientists focused in on differential gene expression patterns in the PHG, adjusting for AD stage and severity. Their results pointed to five PHG expression-based subtypes of AD, falling into three main clusters, along with related molecular signatures, clinical features, and potential driver genes. The team identified three major molecular subtypes of AD corresponding to different combinations of multiple dysregulated pathways, such as susceptibility to tau-mediated neurodegeneration, amyloid-β neuroinflammation, synaptic signaling, immune activity, mitochondria organization, and myelination. Multiscale network analysis reveals subtype-specific drivers such as GABRB2, LRP10, MSN, PLP1, and ATP6V1A. The team reported their results were shored up with data for postmortem brain samples from another 615 AD cases or controls in Religious Orders Study–Memory and Aging Project (ROSMAP).
Bin Zhang, PhD, a Professor of Genetics and genomic Science and senior author of the study, said, “Understanding the genetic and molecular differences between molecular subtypes of AD within these data will provide novel insights into disease pathogenesis and offer new avenues for developing effective therapeutics.” The study was published on January 6, 2021 in the journal Science Advances.
Related Links:
Icahn School of Medicine
Latest Pathology News
- ESR Testing Breakthrough Extends Blood Sample Stability from 4 to 28 Hours
- Accurate Pathological Analysis Improves Treatment Outcomes for Adult Fibrosarcoma
- Clinicopathologic Study Supports Exclusion of Cervical Serous Carcinoma from WHO Classification
- Mobile-Compatible AI-Powered System to Revolutionize Malaria Diagnosis
- Compact AI-Powered Microscope Enables Rapid Cost-Effective Cancer Scoring
- New Method Enables Precise Detection of Nanoplastics in Body
- AI-Powered Tool Improves Cancer Tissue Analysis
- AI Platform Uses 3D Visualization to Reveal Disease Biomarkers in Multiomics Data
- AI Tool Detects Early Signs of Blood Mutations Linked to Cancer and Heart Disease
- Multi-Omics AI Model Improves Preterm Birth Prediction Accuracy
- AI-Based Approach Diagnoses Colorectal Cancer from Gut Microbiota
- Topical Fluorescent Imaging Technique Detects Basal Cell Carcinoma
- AI Detects Early Prostate Cancer Missed by Pathologists
- AI Model Simultaneously Detects Multiple Genetic Colorectal Cancer Markers in Tissue Samples
- New Technology to Accelerate Diagnosis of Diabetic Kidney Disease
- Skin-Based Biomarkers to Enable Early Diagnosis of Amyotrophic Lateral Sclerosis
Channels
Clinical Chemistry
view channel
Gold Nanoparticles to Improve Accuracy of Ovarian Cancer Diagnosis
Ovarian cancer is considered one of the deadliest cancers, in part because it rarely shows clear symptoms in its early stages, and diagnosis is often complex. Current approaches make it difficult to accurately... Read more
Simultaneous Cell Isolation Technology Improves Cancer Diagnostic Accuracy
Accurate cancer diagnosis remains a challenge, as liquid biopsy techniques often fail to capture the complexity of tumor biology. Traditional systems for isolating circulating tumor cells (CTCs) vary in... Read moreHematology
view channel
Pioneering Model Measures Radiation Exposure in Blood for Precise Cancer Treatments
Scientists have long focused on protecting organs near tumors during radiotherapy, but blood — a vital, circulating tissue — has largely been excluded from dose calculations. Each blood cell passing through... Read more
Platelets Could Improve Early and Minimally Invasive Detection of Cancer
Platelets are widely recognized for their role in blood clotting and scab formation, but they also play a crucial role in immune defense by detecting pathogens and recruiting immune cells.... Read more
Portable and Disposable Device Obtains Platelet-Rich Plasma Without Complex Equipment
Platelet-rich plasma (PRP) plays a crucial role in regenerative medicine due to its ability to accelerate healing and repair tissue. However, obtaining PRP traditionally requires expensive centrifugation... Read moreImmunology
view channel
Novel Tool Uses Deep Learning for Precision Cancer Therapy
Nearly 50 new cancer therapies are approved each year, but selecting the right one for patients with highly individual tumor characteristics remains a major challenge. Physicians struggle to navigate the... Read more
Companion Diagnostic Test Identifies HER2-Ultralow Breast Cancer and Biliary Tract Cancer Patients
Breast cancer is the most common cancer in Europe, with more than 564,000 new cases and 145,000 deaths annually. Metastatic breast cancer is rising in younger populations and remains the leading cause... Read moreMicrobiology
view channel
Microfluidic Platform Assesses Neutrophil Function in Sepsis Patients
Sepsis arises from infection and immune dysregulation, with neutrophils playing a central role in its progression. However, current clinical tools are unable to both isolate these cells and assess their... Read more
New Diagnostic Method Confirms Sepsis Infections Earlier
Sepsis remains one of the most dangerous medical emergencies, often progressing rapidly and becoming fatal without timely intervention. Each hour of delayed treatment in septic shock reduces patient survival... Read more
New Markers Could Predict Risk of Severe Chlamydia Infection
Chlamydia trachomatis is a common sexually transmitted infection that can cause pelvic inflammatory disease, infertility, and other reproductive complications when it spreads to the upper genital tract.... Read more
Portable Spectroscopy Rapidly and Noninvasively Detects Bacterial Species in Vaginal Fluid
Vaginal health depends on maintaining a balanced microbiome, particularly certain Lactobacillus species. Disruption of this balance, known as dysbiosis, can increase risks of infection, pregnancy complications,... Read morePathology
view channel
ESR Testing Breakthrough Extends Blood Sample Stability from 4 to 28 Hours
Erythrocyte sedimentation rate (ESR) is one of the most widely ordered blood tests worldwide, helping clinicians detect and monitor infections, autoimmune conditions, cancers, and other diseases.... Read more
Accurate Pathological Analysis Improves Treatment Outcomes for Adult Fibrosarcoma
Adult fibrosarcoma is a rare and highly aggressive malignancy that develops in connective tissue and often affects the limbs, trunk, or head and neck region. Diagnosis is complex because tumors can mimic... Read more
Clinicopathologic Study Supports Exclusion of Cervical Serous Carcinoma from WHO Classification
High-grade serous carcinoma is a rare diagnosis in cervical biopsies and can be difficult to distinguish from other tumor types. Cervical serous carcinoma is no longer recognized as a primary cervical... Read moreTechnology
view channel
Coral-Inspired Capsule Samples Hidden Bacteria from Small Intestine
The gut microbiome has been linked to conditions ranging from immune disorders to mental health, yet conventional stool tests often fail to capture bacterial populations in the small intestine.... Read more
Rapid Diagnostic Technology Utilizes Breath Samples to Detect Lower Respiratory Tract Infections
Respiratory tract infections (LRTIs) are leading causes of illness and death worldwide, particularly among vulnerable populations such as the elderly, young children, and those with compromised immune systems.... Read moreIndustry
view channel
VedaBio Partners With Mammoth Biosciences to Expand CRISPR-Based Diagnostic Technologies
VedaBio (San Diego, CA, USA) has entered into a non-exclusive license agreement with Mammoth Biosciences (Brisbane, CA, USA) for the use of select CRISPR-based technologies in diagnostic applications.... Read more