How to Interpret My Results
The Science Behind it
BioCertica is the first African-based direct-to-consumer genetic testing company to estimate genetic predisposition to various traits and diseases using the polygenic risk scoring methodology.
What is a Polygenetic Risk Score?
From a genetic perspective, traits and diseases can arise in a few ways. One way is known as monogenic, meaning that one genetic mutation in one gene causes the disease. An example of this is cystic fibrosis, which is caused by a mutation in the CFTR gene. However, most traits and diseases are complex and are caused by an accumulating effect of many genetic variants across many genes and this is known as polygenic. For example, there are multiple genes (more than those shown here) that contribute to the development of coronary artery disease.
These genetic variants are called single nucleotide polymorphisms (SNPs) and each SNP comes in different versions. These versions could contribute to a trait or disease, while others could be neutral. It’s the combination of versions of the SNPs you have that determine your genetic predisposition.
A polygenic risk score (PRS) is a type of genetic testing that gives an estimated relative risk score for how likely you are to develop a certain disease or trait by taking into account all the versions of the SNPs that contribute to the trait or disease and giving a net score.
One person may have more SNPs versions that contribute to a trait and therefore put them at a higher genetic predisposition for developing a trait while another person could have a combination of those SNP versions that puts them at a lower genetic predisposition.
Why Do a PRS Test?
Your genetic predisposition is known as your relative risk of developing a trait or a disease while your overall risk known as the absolute risk is a combination of the relative risk and lifestyle factors. Therefore, if you have a high relative risk for a disease and you combine that with a lifestyle that further increases your risk for the disease, you will have a high absolute risk and will likely develop the disease. However, although you cannot change your genes, you can change your lifestyle and subsequently lower your absolute risk.
On the other hand, having a low relative risk, does not necessarily protect you from developing a disease.
Knowing your genetic predisposition can help you take actions that mitigate the risk or allow you to work with your genetic profile to enhance your life. In other cases, understanding your genetic make-up can give you a sense of acceptance.
How to Interpret My Results
After calculating a PRS result, we get a number between -1 and 1 corresponding to a scale of genetic predisposition (highly decreased to highly increased). Based on this number we can place you on the genetic predisposition scale. To know if the genetic predisposition is a positive or a negative outcome, you need to consider the trait. For example, a decreased genetic predisposition to vitamin D absorption is not a good thing as it means you are prone to vitamin D deficiency. However, a decreased genetic predisposition to developing Type 2 Diabetes is a more favourable outcome. When you open a trait, there will be a short statement to help you interpret what your results indicate.
To help put your results into perspective, we compare your results to other BioCertica users so that you can see where you fit in the general population.
Additionally, under the symptoms tab, you will find common signs to look out for should the trait manifest and basic recommendations for either mitigating or treating the condition.
In order to obtain PRS results we need to know which SNPs to consider and these come from large population studies known as Genome-Wide Association Studies (GWAS). Under the references tab, we provide the links to the peer reviewed studies that we used to build the score.
We also try to provide you with as much information on the trait as possible.
It is important to remember that these are only your genetic predispositions, not a diagnosis. If your genetic predisposition puts you at risk for developing a condition and you are experiencing the associated symptoms, you may have the condition, but you will need to consult your practitioner for a diagnosis.
Summary outcomes
Here is a quick guide to help you identify which of your traits may be of concern or not.
Cells marked in red highlight potential concerns, while green indicates a good outcome. Blue represents a result that is neither good nor bad but has some potential to be concerning.
DNA Nutrition and Wellbeing |
|||
Trait Title |
Decreased |
Average |
Increased |
Antioxidants |
|
|
|
Calcium |
|
|
|
Folate |
|
|
|
Iron overload risk |
|
|
|
Iron |
|
|
|
Vitamin A |
|
|
|
Vitamin B12 |
|
|
|
Vitamin B6 |
|
|
|
Vitamin C |
|
|
|
Vitamin D |
|
|
|
Vitamin E |
|
|
|
Risk for the ineffectiveness of omega-3 supplementation |
|
|
|
Ability to manage blood triglycerides (omega-3) |
|
|
|
Inflammation (CRP) |
|
|
|
Inflammation (IL-6) |
|
|
|
Methylation: MTHFR status |
|
|
|
Post-meal insulin response |
|
|
|
Insulin sensitivity |
|
|
|
Fasting insulin |
|
|
|
Ability to remove chemicals in smoked and charred meats |
|
|
|
Resistance to cockroach allergy |
|
|
|
Estrogen levels |
|
|
|
Fat taste |
|
|
|
Gluten sensitivity |
|
|
|
Risk of hay fever |
|
|
|
Gut microbiota |
|
|
|
Ability to cope with alcohol flush reaction |
|
|
|
Risk of peanut allergy |
|
|
|
Risk of egg allergy |
|
|
|
|
|
|
|
DNA Fitness |
|||
Trait Title |
Decreased |
Average |
Increased |
Risk for osteoporosis |
|
|
|
Triglyceride response to exercise |
|
|
|
Pain sensitivity |
|
|
|
Risk for tendinopathy |
|
|
|
Risk for hip and knee osteoarthritis |
|
|
|
Body fat percentage |
|
|
|
Lean body mass |
|
|
|
Hand grip strength |
|
|
|
Testosterone levels |
|
|
|
Growth hormone levels |
|
|
|
Insulin-like growth factor 1 levels |
|
|
|
Power |
|
|
|
Hemoglobin concentration |
|
|
|
LV stroke volume |
|
|
|
|
|
|
|
DNA Weight Management |
|||
Trait Title |
Decreased |
Average |
Increased |
Adiponectin |
|
|
|
Sugar intake |
|
|
|
Obesity |
|
|
|
Post-meal insulin response |
|
|
|
Insulin sensitivity |
|
|
|
Fasting insulin |
|
|
|
Resting metabolic rate |
|
|
|
Portion size |
|
|
|
Leptin levels |
|
|
|
|
|
|
|
DNA Cardiovascular Health |
|||
Trait Title |
Decreased |
Average |
Increased |
Risk of atrial fibrillation |
|
|
|
Caffeine metabolite levels |
|
|
|
HDL ("good") cholesterol |
|
|
|
LDL ("bad") cholesterol levels |
|
|
|
Triglyceride levels |
|
|
|
Risk of a heart attack |
|
|
|
Ability to manage blood triglycerides (omega-3) |
|
|
|
Risk of PAD |
|
|
|
Risk of venous thrombosis |
|
|
|
T-peak to T-end interval change |
|
|
|
Risk for hypertension (high blood pressure) |
|
|
|
|
|
|
|
DNA Mental Health |
|||
Trait Title |
Decreased |
Average |
Increased |
Risk for alcohol dependence |
|
|
|
Risk for cannabis dependence |
|
|
|
Chronotype measurement |
|
|
|
Dealing with stress |
|
|
|
Ability to stay awake |
|
|
|
Alcohol intake |
|
|
|
Risk for developing obsessive-compulsive disorder (OCD) |
|
|
|
Nicotine addiction risk |
|
|
|
|
|
|
|
DNA Skin Care |
|||
Trait Title |
Decreased |
Average |
Increased |
Risk for developing acne |
|
|
|
Antioxidant enzymes |
|
|
|
Folate (skincare related) |
|
|
|
Risk for developing freckles |
|
|
|
Omega 3 and omega 6 |
|
|
|
Protection against rosacea |
|
|
|
Advanced glycation end products |
|
|
|
Protection from developing stretch marks |
|
|
|
Tanning ability |
|
|
|
Risk of developing varicose veins |
|
|
|
Eczema |
|
|
|
Psoriasis |
|
|
|
Superficial cellulitis and abcess |
|
|
|
Vitamin A (skincare related) |
|
|
|
Vitamin B12 (skincare related) |
|
|
|
Vitamin B6 (skincare related) |
|
|
|
Vitamin C (skincare related) |
|
|
|
Vitamin D (skincare related) |
|
|
|
Vitamin E (skincare related) |
|
|
|
|
|
|
|
DNA traits |
|||
Trait Title |
Decreased |
Average |
Increased |
Baldness |
|
|
|
Earwax type and body odor |
|
|
|
Hyperactivity |
|
|
|
Long-term memory |
|
|
|
Working memory |
|
|
|
Pair bonding and sociability |
|
|
|
Rheumatoid arthritis joint injury risk |
|
|
|
Likelihood of having thin and wavy hair |
|
|
|
|
|
|
|
DNA COVID-19 |
|||
Trait Title |
Decreased |
Average |
Increased |
Risk of severe COVID19 |
|
|
|
|
|
|
|
DNA Mindfulness |
|||
Trait Title |
Decreased |
Average |
Increased |
Feeling worried or anxious |
|
|
|
Nervousness |
|
|
|
Friendships satisfaction |
|
|
|
Time spent in front of the screens |
|
|
|
Neuroticism |
|
|
|
Sleep duration |
|
|
|
Attending social or leisure activities |
|
|
|
Likelihood of feeling hurt or being sensitive |
|
|
|
Likelihood of feeling hurt or being sensitive |
|
|
|
Likelihood of worrying for long after embarrassment |
|
|
|
Likelihood of feeling tired or lethargic |
|
|
|
General happiness |
|
|
|
Ease of getting up in the morning |
|
|
|
Likelihood of napping during the day |
|
|
|
Risk-taking behaviour |
|
|
|
Conscientiousness |
|
|
|
Extraversion |
|
|
|
Ease of feeling guilty |
|
|
|
Ease of feeling miserable |
|
|
|
Irritability |
|
|
|
Ability to confide in someone |
|
|
|
Social communication impairment |
|
|
|
Psychological resilience |
|
|
|
|
|
|
|
DNA Autoimmune |
|||
Trait Title |
Decreased |
Average |
Increased |
Multiple sclerosis |
|
|
|
Myasthenia gravis (late onset) |
|
|
|
Ankylosing spondylitis |
|
|
|
Systemic lupus erythematosus |
|
|
|
Ulcerative colitis |
|
|
|
Oligoarticular juvenile idiopathic arthritis |
|
|
|
Dermatomyositis |
|
|
|
Takayasu’s arteritis |
|
|
|
Wegener’s disease |
|
|
|
Appendicitis |
|
|
|
Type 1 diabetes |
|
|
|
Thyrotoxicosis |
|
|
|
Primary biliary cirrhosis |
|
|
|
IgA nephropathy |
|
|
|
Systemic sclerosis |
|
|
|
Alopecia areata |
|
|
|
|
|
|
|
DNA Metabolic health |
|||
Trait Title |
Decreased |
Average |
Increased |
Estrogen levels |
|
|
|
Growth hormone levels |
|
|
|
Insulin-like growth factor 1 levels |
|
|
|
Hypothyroidism |
|
|
|
Nontoxic multinodular goiter |
|
|
|
Abdominal pain |
|
|
|
Risk for celiac disease |
|
|
|
Nonalcoholic fatty liver disease (NAFLD) |
|
|
|
Risk for hyperbilirubinemia |
|
|
|
Eating or appetite disorders |
|
|
|
Diseases of iron metabolism |
|
|
|
Insulin sensitivity |
|
|
|
Fasting insulin |
|
|
|
Type 2 diabetes |
|
|
|
Type 1 diabetes |
|
|
|
Gout |
|
|
|
Methylation: MTHFR status |
|
|
|
What Should I do with this Information?
How to take action based on the genetic predisposition depends on the trait. We provide a basic outline in the recommendations section of the app for each trait but we highly recommend that you go to a qualified practitioner to help you piece together the actionable outcomes based on your genetics.
If you have any questions or concerns, please feel free to get in touch with us!
Email: info@biocertica.com
Customer Service Line: 0872502272