DNA Sudoku: Math Puzzle Logic Used to Enhance Genome Sequencing Capability
By LabMedica International staff writers Posted on 23 Jul 2009 |
A popular math-based game may now be poised to transform the fast-changing world of genome sequencing and the field of medical genetics, suggests a team of scientists. Combining a 2,000-year-old Chinese math theorem with concepts from cryptology, the scientists have devised "DNA Sudoku.” The strategy allows tens of thousands of DNA samples to be combined, and their sequences--the order in which the letters of the DNA alphabet (A, T, G, and C) line up in the genome--to be determined all at once.
This achievement is in stark contrast to past applications that allowed only a single DNA sample to be sequenced at a time. It also significantly improves upon current approaches that, at best, can combine hundreds of samples for sequencing. "In theory, it is possible to use the Sudoku method to sequence more than a hundred thousand DNA samples,” said Cold Spring Harbor Laboratory (CSHL; Cold Spring Harbor, NY, USA) professor Gregory Hannon, Ph.D., a genomics expert, and leader of the team that invented the Sudoku approach. At that level of efficiency, it has the potential to greatly reduce costs. A sequencing project that costs upwards of US$10 million using conventional methods may be accomplished for $50,000 to $80,000 using DNA Sudoku, he estimated.
Originally devised to overcome a sequencing limitation that plagued one of the Hannon lab's research projects, the new method has tremendous potential for clinical applications. It can be utilized, according to Dr. Hannon, to analyze specific regions of the genomes of a large population and identify individuals who carry mutations that cause genetic diseases--a process known as genotyping.
The CSHL team has already begun to explore this possibility via collaboration with Dor Yeshorim (New York, NY, USA), an organization that has collected DNA from thousands of members of orthodox Jewish communities. The organization's aim is to prevent genetic diseases such as Tay-Sachs or cystic fibrosis that occur frequently within specific ethnic populations. The new method will now allow the many thousands of DNA samples gathered by Dor Yeshorim to be processed and sequenced in a single time-saving and cost-effective experiment, which should identify individuals who carry disease-causing mutations.
The mixing together and simultaneous sequencing of a massive number of DNA samples is known as multiplexing. In earlier multiplexing approaches, scientists first tagged each sample with a barcode--a short string of DNA letters known as oligonucleotides--before mixing it with other samples that also had unique tags. After the sample mix had been sequenced, scientists could use the barcode tags on the resulting sequences as identification markers and thus tell which sequence belonged to which sample.
"But this approach is very limiting,” explained Dr. Yaniv Erlich, a graduate student in the Hannon laboratory and first author on the article. "It's time-consuming and costly to have to design a unique barcode for each sample prior to sequencing, especially if the number of samples runs in the thousands.”
In order to circumvent this limitation, Dr. Erlich and others in the Hannon lab came up with the plan of mixing the samples in specific patterns, thereby creating pools of samples. Moreover, instead of tagging the individual samples within each pool, the scientists tagged each pool as a whole with one barcode. "Since we know which pool contains which samples, we can link a sequence to an individual sample with high confidence,” said Dr. Erlich.
The key to the researchers development is the pooling strategy, which is based on the 2,000-year-old Chinese remainder theorem. "It minimizes the number of pools and the amount of sequencing,” stated Dr. Hannon of their method, which they dubbed DNA Sudoku because of its similarity to the logic and combinatorial number-placement rules used in the popular game.
The technique, which the CSHL team has patented, is currently best suited for genotype analyses that require only short segments of an individual's genome to be sequenced to find out if the individual is carrying a specific variant of a gene or a rare mutation. But as sequencing technologies improve and researchers gain the ability to generate sequences for longer segments of the genome, Dr. Hannon foresees wider clinical applications for their method such as human leukocyte antigen (HLA) typing, already an important diagnostic tool for autoimmune diseases, cancer, and for predicting the risk of organ transplantation.
The report was published in the July 1, 2009, issue of the journal Genome Research.
Related Links:
Cold Spring Harbor Laboratory
Dor Yeshorim
This achievement is in stark contrast to past applications that allowed only a single DNA sample to be sequenced at a time. It also significantly improves upon current approaches that, at best, can combine hundreds of samples for sequencing. "In theory, it is possible to use the Sudoku method to sequence more than a hundred thousand DNA samples,” said Cold Spring Harbor Laboratory (CSHL; Cold Spring Harbor, NY, USA) professor Gregory Hannon, Ph.D., a genomics expert, and leader of the team that invented the Sudoku approach. At that level of efficiency, it has the potential to greatly reduce costs. A sequencing project that costs upwards of US$10 million using conventional methods may be accomplished for $50,000 to $80,000 using DNA Sudoku, he estimated.
Originally devised to overcome a sequencing limitation that plagued one of the Hannon lab's research projects, the new method has tremendous potential for clinical applications. It can be utilized, according to Dr. Hannon, to analyze specific regions of the genomes of a large population and identify individuals who carry mutations that cause genetic diseases--a process known as genotyping.
The CSHL team has already begun to explore this possibility via collaboration with Dor Yeshorim (New York, NY, USA), an organization that has collected DNA from thousands of members of orthodox Jewish communities. The organization's aim is to prevent genetic diseases such as Tay-Sachs or cystic fibrosis that occur frequently within specific ethnic populations. The new method will now allow the many thousands of DNA samples gathered by Dor Yeshorim to be processed and sequenced in a single time-saving and cost-effective experiment, which should identify individuals who carry disease-causing mutations.
The mixing together and simultaneous sequencing of a massive number of DNA samples is known as multiplexing. In earlier multiplexing approaches, scientists first tagged each sample with a barcode--a short string of DNA letters known as oligonucleotides--before mixing it with other samples that also had unique tags. After the sample mix had been sequenced, scientists could use the barcode tags on the resulting sequences as identification markers and thus tell which sequence belonged to which sample.
"But this approach is very limiting,” explained Dr. Yaniv Erlich, a graduate student in the Hannon laboratory and first author on the article. "It's time-consuming and costly to have to design a unique barcode for each sample prior to sequencing, especially if the number of samples runs in the thousands.”
In order to circumvent this limitation, Dr. Erlich and others in the Hannon lab came up with the plan of mixing the samples in specific patterns, thereby creating pools of samples. Moreover, instead of tagging the individual samples within each pool, the scientists tagged each pool as a whole with one barcode. "Since we know which pool contains which samples, we can link a sequence to an individual sample with high confidence,” said Dr. Erlich.
The key to the researchers development is the pooling strategy, which is based on the 2,000-year-old Chinese remainder theorem. "It minimizes the number of pools and the amount of sequencing,” stated Dr. Hannon of their method, which they dubbed DNA Sudoku because of its similarity to the logic and combinatorial number-placement rules used in the popular game.
The technique, which the CSHL team has patented, is currently best suited for genotype analyses that require only short segments of an individual's genome to be sequenced to find out if the individual is carrying a specific variant of a gene or a rare mutation. But as sequencing technologies improve and researchers gain the ability to generate sequences for longer segments of the genome, Dr. Hannon foresees wider clinical applications for their method such as human leukocyte antigen (HLA) typing, already an important diagnostic tool for autoimmune diseases, cancer, and for predicting the risk of organ transplantation.
The report was published in the July 1, 2009, issue of the journal Genome Research.
Related Links:
Cold Spring Harbor Laboratory
Dor Yeshorim
Latest BioResearch News
- Genome Analysis Predicts Likelihood of Neurodisability in Oxygen-Deprived Newborns
- Gene Panel Predicts Disease Progession for Patients with B-cell Lymphoma
- New Method Simplifies Preparation of Tumor Genomic DNA Libraries
- New Tool Developed for Diagnosis of Chronic HBV Infection
- Panel of Genetic Loci Accurately Predicts Risk of Developing Gout
- Disrupted TGFB Signaling Linked to Increased Cancer-Related Bacteria
- Gene Fusion Protein Proposed as Prostate Cancer Biomarker
- NIV Test to Diagnose and Monitor Vascular Complications in Diabetes
- Semen Exosome MicroRNA Proves Biomarker for Prostate Cancer
- Genetic Loci Link Plasma Lipid Levels to CVD Risk
- Newly Identified Gene Network Aids in Early Diagnosis of Autism Spectrum Disorder
- Link Confirmed between Living in Poverty and Developing Diseases
- Genomic Study Identifies Kidney Disease Loci in Type I Diabetes Patients
- Liquid Biopsy More Effective for Analyzing Tumor Drug Resistance Mutations
- New Liquid Biopsy Assay Reveals Host-Pathogen Interactions
- Method Developed for Enriching Trophoblast Population in Samples
Channels
Clinical Chemistry
view channel
Carbon Nanotubes Help Build Highly Accurate Sensors for Continuous Health Monitoring
Current sensors can measure various health indicators, such as blood glucose levels, in the body. However, there is a need to develop more accurate and sensitive sensor materials that can detect lower... Read more
Paper-Based Device Boosts HIV Test Accuracy from Dried Blood Samples
In regions where access to clinics for routine blood tests presents financial and logistical obstacles, HIV patients are increasingly able to collect and send a drop of blood using paper-based devices... Read moreMolecular Diagnostics
view channel
Blood Test Identifies Multiple Biomarkers for Rapid Diagnosis of Spinal Cord Injury
The National Institutes of Health estimates that 18,000 individuals in the United States sustain spinal cord injuries (SCIs) annually, resulting in a staggering financial burden of over USD 9.... Read more
Highly Accurate Blood Test Diagnoses Alzheimer’s and Measures Dementia Progression
Several blood tests are currently available to assist doctors in diagnosing Alzheimer's disease in individuals experiencing cognitive symptoms. However, these tests do not provide insights into the clinical... Read more
Simple DNA PCR-Based Lab Test to Enable Personalized Treatment of Bacterial Vaginosis
Approximately one in three women aged 14-49 in the United States will experience bacterial vaginosis (BV), a vaginal bacterial imbalance, at some point in their lives. Around 50% of BV cases do not present... Read moreHematology
view channel
New Scoring System Predicts Risk of Developing Cancer from Common Blood Disorder
Clonal cytopenia of undetermined significance (CCUS) is a blood disorder commonly found in older adults, characterized by mutations in blood cells and a low blood count, but without any obvious cause or... Read more
Non-Invasive Prenatal Test for Fetal RhD Status Demonstrates 100% Accuracy
In the United States, approximately 15% of pregnant individuals are RhD-negative. However, in about 40% of these cases, the fetus is also RhD-negative, making the administration of RhoGAM unnecessary.... Read moreImmunology
view channel
Post-Treatment Blood Test Could Inform Future Cancer Therapy Decisions
In the ongoing advancement of personalized medicine, a new study has provided evidence supporting the use of a tool that detects cancer-derived molecules in the blood of lung cancer patients years after... Read moreCerebrospinal Fluid Test Predicts Dangerous Side Effect of Cancer Treatment
In recent years, cancer immunotherapy has emerged as a promising approach where the patient's immune system is harnessed to fight cancer. One form of immunotherapy, called CAR-T-cell therapy, involves... Read more
New Test Measures Preterm Infant Immunity Using Only Two Drops of Blood
Preterm infants are particularly vulnerable due to their organs still undergoing development, which can lead to difficulties in breathing, eating, and regulating body temperature. This is especially true... Read more
Simple Blood Test Could Help Choose Better Treatments for Patients with Recurrent Endometrial Cancer
Endometrial cancer, which develops in the lining of the uterus, is the most prevalent gynecologic cancer in the United States, affecting over 66,000 women annually. Projections indicate that in 2025, around... Read moreMicrobiology
view channel
Breakthrough Diagnostic Technology Identifies Bacterial Infections with Almost 100% Accuracy within Three Hours
Rapid and precise identification of pathogenic microbes in patient samples is essential for the effective treatment of acute infectious diseases, such as sepsis. The fluorescence in situ hybridization... Read moreInnovative ID/AST System to Help Diagnose Infectious Diseases and Combat AMR
Each year, 11 million people across the world die of sepsis out of which 1.3 million deaths are due to antibiotic-resistant bacteria. The burden of antimicrobial resistance (AMR) continues to weigh heavily,... Read more
Gastrointestinal Panel Delivers Rapid Detection of Five Common Bacterial Pathogens for Outpatient Use
Acute infectious gastroenteritis results in approximately 179 million cases each year in the United States, leading to a significant number of outpatient visits and hospitalizations. To address this, a... Read morePathology
view channel
AI Model Predicts Patient Response to Bladder Cancer Treatment
Each year in the United States, around 81,000 new cases of bladder cancer are diagnosed, leading to approximately 17,000 deaths annually. Muscle-invasive bladder cancer (MIBC) is a severe form of bladder... Read more
New Laser-Based Method to Accelerate Cancer Diagnosis
Researchers have developed a method to improve cancer diagnostics and other diseases. Collagen, a key structural protein, plays various roles in cell activity. A novel multidisciplinary study published... Read more
New AI Model Predicts Gene Variants’ Effects on Specific Diseases
In recent years, artificial intelligence (AI) has greatly enhanced our ability to identify a vast number of genetic variants in increasingly larger populations. However, up to half of these variants are... Read more
Powerful AI Tool Diagnoses Coeliac Disease from Biopsy Images with Over 97% Accuracy
Coeliac disease is an autoimmune disorder triggered by the consumption of gluten, causing symptoms such as stomach cramps, diarrhea, skin rashes, weight loss, fatigue, and anemia. Due to the wide variation... Read moreTechnology
view channel
Smartphones Could Diagnose Diseases Using Infrared Scans
Rapid advancements in technology may soon make it possible for individuals to bypass invasive medical procedures by simply uploading a screenshot of their lab results from their phone directly to their doctor.... Read more
Novel Sensor Technology to Enable Early Diagnoses of Metabolic and Cardiovascular Disorders
Metabolites are critical compounds that fuel life's essential functions, playing a key role in producing energy, regulating cellular activities, and maintaining the balance of bodily systems.... Read more
3D Printing Breakthrough Enables Large Scale Development of Tiny Microfluidic Devices
Microfluidic devices are diagnostic systems capable of analyzing small volumes of materials with precision and speed. These devices are used in a variety of applications, including cancer cell analysis,... Read moreIndustry
view channel
Leica Biosystems and Bio-Techne Expand Spatial Multiomic Collaboration
Bio-Techne Corporation (Minneapolis, MN, USA) has expanded the longstanding partnership between its spatial biology brand, Advanced Cell Diagnostics (ACD, Newark, CA, USA), and Leica Biosystems (Nussloch,... Read more
Philips and Ibex Expand Partnership to Enhance AI-Enabled Pathology Workflows
Royal Philips (Amsterdam, The Netherlands) has expanded its partnership with Ibex Medical Analytics (Tel Aviv, Israel) and released the new Philips IntelliSite Pathology Solution (PIPS) to further accelerate... Read more
Grifols and Inpeco Partner to Deliver Transfusion Medicine ‘Lab of The Future’
Grifols (Barcelona, Spain), a manufacturer of plasma-derived medicines and innovative diagnostic solutions, has entered into a strategic agreement with Inpeco (Novazzano, Switzerland), a global leader... Read more