The patient's omics profile: why routine blood tests are no longer enough to stay healthy

Біговий захід GoMove в Ужгороді за підтримки Ediens

ABSTRACT: For decades, a comprehensive biochemical blood test was considered the gold standard of a medical checkup. We are used to donating blood from a vein to hear from a doctor: “You have high cholesterol” or “An inflammatory process has begun.” However, modern evidence-based science claims that classic blood tests are only a statement of the fact of a disease that has already occurred. They are “late signals.” To act proactively and prevent the development of the disease, advanced global medicine is turning to Omics technologies. In this article, we will understand what an Omics profile is, why the genes of bacteria in your intestines will tell you more about you than the genetics of your parents, and how mathematical algorithms are translating medicine from the “try these drugs” format into the format of a guaranteed result.

1. The Illusion of Control: Why Classical Medicine Is Late

Imagine that your body is a complex mechanism of a car. A classic biochemical blood test is a red "Check Engine" light on the dashboard. It lights up when a breakdown has already occurred, the tissue has already been damaged, and toxins or markers of inflammation have already entered the systemic bloodstream. Classic indicators differ little in different diseases and are of a confirmatory nature of an already obvious disease that is difficult to directly correct.

Modern 4P medicine (predictive, preventive, personalized, patient-centered) works differently. Its task is to find early biomarkers - the first signals of changes that can be identified long before the disease itself appears. These biomarkers are often determined not in the blood, but locally - on the surface of mucous membranes (in saliva, vaginal secretions, bowel movements).

To see these subtle signals, a conventional microscope or culture is not enough. This is where Omics technologies come into play, allowing you to create a digital twin of your biological state — an Omics profile .

2. Anatomy of an Omics Profile: Not Just “Who Lives,” But “What Does”

An Omics profile is a comprehensive dataset that includes genomics (your genes and the genes of your microbes), transcriptomics, proteomics (proteins), and metabolomics (waste products).

The most important part of the modern human Omics profile is the precise genetic analysis of the gut microbiome using next-generation sequencing (NGS). Why is this so important? Because the number of bacterial cells in our bodies exceeds the number of our own human cells.

Many labs today offer genetic testing of the microbiome. But Professor Nadiya Boyko, an expert in microbiology and immunology, emphasizes a critical difference in true omics profiling:

"We use elements of transcriptomics and metabolomics and proteomics because we are not interested in the total number of microorganisms, but in their functionality . "

What does this mean in practice? Just knowing that you have Akkermansia or Bacteroides bacteria is useless. Scientists and doctors need metabolomic analysis . Metabolites (for example, short-chain fatty acids such as butyrate) are the "last name, first name and middle name" of bacteria. They show what chemicals these microorganisms are producing right now. It is these metabolites that enter the bloodstream, cross the blood-brain barrier, control the synthesis of serotonin (the happiness hormone), control insulin levels and are responsible for systemic inflammation.

3. Diagnostic deadlock: the problem of $300 tests

With the development of technology, a new global market problem has emerged, which is called the “diagnostic deadlock” .

A patient pays a lot of money (often around $300 or more) to have their microbiome sequenced in a foreign or domestic laboratory. A month later, they receive a beautiful 40-page report with graphs and complicated Latin names of bacteria. The patient brings this report to the doctor, and the doctor doesn't know what to do with it.

The old protocol medicine works on the principle: “let’s try these drugs, if they don’t help, we’ll prescribe others.” But with an Omics profile in hand, such an approach is a crime against the body. Doctors need not just an analysis, but a ready-made algorithm of actions and a clear prognostic recommendation: which bacteria should be inhibited (suppressed) and which ones should be stimulated.

To break this deadlock, Ediens has created a unique ecosystem where analysis is just the beginning. After obtaining an Omics profile, targeted and predictive microbiome correction occurs . It is carried out using individually selected proprietary pharmabiotics (drugs with proven action), which specifically kill pathogens without harming your own beneficial flora.

4. The Data Triad: How Mathematics Defeats Disease

An omics profile is not just a piece of paper. For it to work as a treatment tool (especially when developing an individualized nutrition plan), it requires the synergy of three data sources:

Precise genetic analysis of the gut microbiome (metabolomic analysis).
Biochemical blood test (no more than 1 month old). Blood is needed to see limiting factors - how the body has already reacted to the microbiome failure.
Deep digital history (Questionnaire/Quiz). It takes into account not only complaints, but also diagnosed diseases, physical indicators, stress levels, and eating habits.

Once these gigabytes of data are collected, they cannot be processed manually. They are loaded into a unique IT information system. Important: this is not artificial intelligence like the open ChatGPT , which often “hallucinates” and gives general advice from the Internet.

The Ediens system is based on rigorous mathematical and predictive models, in particular on the principle of principal components analysis (PCA) , which selects defining markers from thousands of possible ones. The algorithm consults closed databases (such as the European EuroFIR or the “Plant_KM” tables), calculating how micro- and macronutrients of a specific product (for example, broccoli) activate or inhibit a specific strain of bacteria in your gut.

The algorithm also cuts out dangerous products: if a product is useful for bacteria, but you have a history of a disease in which it is prohibited, the mathematical model will automatically replace it with a safe analogue.

5. From aging to PTSD: what does the Omics approach treat?

Knowing your Omics profile takes us from firefighting medicine to the architecture of longevity. Noncommunicable diseases (atherosclerosis, obesity, type 2 diabetes) do not have a single pathogen, like a virus. They are the result of a disturbed composition of microorganisms that secrete toxins into the blood for years.

Moreover, today in Ukraine large-scale cohort studies of the influence of the microbiome on mental health (in particular, in military personnel and displaced persons) are being conducted. It has been proven that a marker of anxiety and post-traumatic stress disorder (PTSD) is directly related to the state of the intestinal microbiota and cortisol levels. Targeted correction of the Omics profile with pharmabiotics can remove inflammation from the gut-brain axis, preventing the development of depression and mental disorders.

Conclusion: A routine blood test remains an important tool, but it only shows the consequences. Your Omics profile is a blueprint of your health that points to the root causes. By investing in deep microbiome diagnostics and algorithmic decision-making, you get not just a set of numbers, but a personalized mathematically verified roadmap to active longevity.

❓ CLINICAL Q&A: 4 questions about Omics Profile

1. Why can’t a comprehensive blood test replace a microbiome study? Blood tests detect clinical indicators (classical markers) that are “late signals.” They respond when the disease has already occurred and caused organ damage. An omics profile of the microbiome detects “early biomarkers” directly on the mucous membranes. This allows you to see the imbalance of bacteria and toxic metabolites long before they enter the systemic bloodstream and cause disease (for example, atherosclerosis or diabetes).

2. What is a “diagnostic deadlock” in modern microbiomics? This is a situation when a patient undergoes an expensive genetic study of the microbiome (NGS), receives the results, but neither the patient nor his or her doctor knows what to do with these data. The report simply states the fact of a lack or excess of certain bacteria. The way out of the deadlock is to turn to 4P medicine systems (like Ediens), which provide interpretation of the results and develop an accurate algorithm of actions: which pharmabiotics to take and how to change the diet for correction.

3. Why is it important to know not only the DNA of bacteria, but also their metabolites to create an omics profile? Genetic analysis (DNA) only shows what microorganisms are present in the intestines. But it is much more important to know their functionality: what exactly they do. Metabolomic analysis reveals what chemical compounds (short-chain fatty acids, neurotransmitters, toxins) these bacteria produce. It is metabolites that affect our immunity, stress levels, ability to digest food, and the risk of autoimmune or cardiovascular diseases.

4. How do artificial intelligence and algorithms develop a diet based on an Omics profile? Advanced medicine does not use publicly available chatbots (like ChatGPT) to create diets, as they can give dangerous advice, ignoring individual diseases. Instead, rigorous mathematical and predictive models are used (for example, the principle of principal components - PCA). The algorithm takes your genetic analysis of the microbiome, blood biochemistry and anamnesis (quiz), and then turns to global food databases (EuroFIR). It mathematically calculates which molecule from food will activate beneficial bacteria or suppress pathogenic ones, creating a completely safe and healing diet.