Genetic Mutations in Lung Cancer and Other Cancers — Complete Guide for Patients: From EGFR and KRAS to ALK, RET, and BRAF

Have you been diagnosed with lung cancer and your doctor has recommended a molecular genetic panel? Or does your biopsy report mention terms like “EGFR mutant,” “KRAS G12C,” “ALK positive,” or “PD-L1 70%” and you’re not sure what they mean for your treatment? You’ve come to the right place. This guide explains, in an easy-to-understand manner, the most important mutations identified in lung cancer and other cancers — and especially what specific therapies unlock each mutation.


Why tumor genetic testing has revolutionized modern oncology

Until 15 years ago, lung cancer was treated almost exclusively with chemotherapy — the same regimen for all patients, regardless of tumor biology. Today we know that lung cancer is not a single disease , but dozens of distinct molecular diseases, each with its own “genetic engine” that makes it grow and spread.

Identifying this genetic driver — through IHC, PCR, or NGS (next-generation sequencing) testing — allows the oncologist to choose the right targeted therapy , which specifically attacks cancer cells without destroying healthy cells to the same extent as classic chemotherapy.

According to the National Cancer Control and Prevention Plan (PNCC) in Romania, molecular genetic testing is fully reimbursed for patients with NSCLC, colorectal, ovarian, breast and other types of lung cancer — upon the recommendation of an oncologist.


NSCLC Lung Cancer — Actionable Mutation Map

Non-small cell lung cancer (NSCLC) is the most common type of lung cancer (~85% of cases). In patients with lung adenocarcinoma (non-squamous), a full panel of biomarkers is mandatory , as over 60% of them have at least one mutation for which there is an approved targeted therapy.


1. EGFR Mutations — The Most Common “Driver” of Lung Adenocarcinoma

What is EGFR?

EGFR (Epidermal Growth Factor Receptor) is a cell surface protein that, when mutated, continuously sends signals for uncontrolled cell proliferation.

  • Frequency: 10–15% in Western populations; 40–50% in East Asian populations
  • Classic mutations: Exon 19 deletion (45% of cases) and L858R exon 21 mutation (45%)
  • Rare mutations: G719X, L861Q (~5–8%)
  • Resistance mutations: T790M (occurs after treatment with I-II generation TKIs), C797S

What therapies does it open?

Classic EGFR mutations respond well to tyrosine kinase inhibitors (TKIs) — oral pills taken daily:

GenerationDrugIndication
Generation IErlotinib, GefitinibClassic EGFR mutations
Generation IIAfatinib, DacomitinibClassic mutations + some resistances
Generation IIIOsimertinib (Tagrisso)Gold standard 2025; also covers the T790M mutation

Osimertinib is the preferred first-line treatment according to the NCCN and ESMO 2025 guidelines — with a response rate of 80–85% and a median progression-free survival of 18–20 months.

💊 Key therapeutic implication: If your tumor has mutated EGFR, classic chemotherapy is not the first choice . Oral osimertinib treatment replaces infusions in the first line.


2. KRAS G12C Mutation — From “Impossible Target” to Revolutionary Therapy

Why was KRAS special?

KRAS was considered “untargetable” for 40 years — its protein structure did not provide a binding site for drugs. The discovery of the specific G12C mutation site changed everything in 2021.

  • Frequency in NSCLC: ~13% of adenocarcinomas
  • Frequency in colorectal cancer: 40–50% (all KRAS mutations)
  • Frequency in pancreatic cancer: ~90%

What therapies are available in 2025?

  • Sotorasib (Lumakras) — first FDA-approved KRAS G12C inhibitor; 960 mg/day orally
  • Adagrasib (MRTX849) — 600 mg twice/day; response rate 42%, PFS 8.5 months

💡 New 2025: Combining sotorasib or adagrasib with chemotherapy (platinum-pemetrexed) significantly improves survival compared to monotherapy — estimated PFS 10–12 months. KRYSTAL clinical trials are ongoing.

Non-G12C KRAS mutations (G12D, G12V, G12A, etc.) — which represent the majority of KRAS mutations — do not yet have approved therapies and are managed with chemotherapy ± PD-L1-based immunotherapy.


3. ALK, ROS1, NTRK, and RET Fusions — The “Happy Fusions” of Lung Oncology

Gene fusions occur when two distinct genes accidentally “stick together”, creating a hybrid protein that stimulates tumor growth. They are called “happy” because they respond spectacularly to targeted therapies .

ALK (Anaplastic Lymphoma Kinase)

  • Frequency in NSCLC: 3–7%; more common in young nonsmokers
  • Therapies: Alectinib (preferred first line), Lorlatinib (generation III, active also at the brain level), Brigatinib
  • PFS with alectinib: 34.8 months — a remarkable result compared to classic chemotherapy

ROS1

  • Frequency: 1–2% of NSCLC
  • Therapies: Crizotinib (first line), Lorlatinib (second line), Entrectinib

NTRK 1, 2, 3 (Mergers)

  • Frequency: Rare in NSCLC, but present in multiple cancer types
  • Therapies: Larotrectinib, Entrectinib — approved agnostic to tumor type (works regardless of organ of origin)

RET (mergers)

  • Frequency in NSCLC: 1–2%
  • Therapies: Selpercatinib (Retevmo), Pralsetinib — FDA/EMA approved

⚠️ Important: If your report says “ALK fusion positive” or “RET fusion positive,” do not accept chemotherapy as your first option without discussing with your oncologist about available targeted therapy.


4. BRAF V600E Mutation — Link to Melanoma and Lung Cancer

BRAF V600E is a well-known mutation in melanoma, but it also occurs in NSCLC (~2–3%).

  • Therapies in NSCLC with BRAF V600E: Dabrafenib + trametinib combination (BRAF inhibitor + MEK inhibitor) — also approved in lung cancer
  • Response rate: ~64%; PFS ~10 months

The same combination works in melanoma, thyroid cancer, and colorectal cancer with BRAF V600E — an example of tumor type-agnostic therapy .


5. PD-L1 — The Key to Modern Immunotherapy

PD-L1 (Programmed Death Ligand 1) is not a mutation, but a cell surface protein that “hides” the tumor from the immune system. The level of PD-L1 expression (expressed as a percentage by the TPS or CPS score) determines eligibility for immunotherapy.

PD-L1 TPS scoreTherapeutic indication
≥ 50%Pembrolizumab monotherapy (first line, without chemotherapy)
1–49%Pembrolizumab + chemotherapy (platinum doublet)
< 1%Chemotherapy ± bevacizumab; immunotherapy less effective

💊 New 2025: The combination of pembrolizumab with osimertinib in EGFR-mutant patients with elevated PD-L1 is in advanced clinical evaluation — FDA/EMA approval anticipated in 2025–2026.


6. STK11/LKB1 Mutations — Why Immunotherapy Can Fail

STK11 (LKB1) is a tumor suppressor gene that, when mutated, creates a tumor microenvironment resistant to immunotherapy . Patients with STK11 mutations in NSCLC have significantly lower response rates to pembrolizumab than those without this mutation.

Direct therapeutic implication: If you have NSCLC with mutated STK11 and elevated PD-L1, your doctor may prefer chemotherapy as a first-line treatment over immunotherapy alone — a counterintuitive decision but supported by clinical data.

Emerging Therapies 2025: SHP2 inhibitors and AMPK activators are in clinical trials for STK11 mutant NSCLC.


7. Same mutations, different cancers — The concept of tumor type agnostic therapy

A revolutionary concept in oncology 2024–2025 is that the mutation matters more than the organ of origin . The FDA has approved several “tumor-agnostic” therapies — they work regardless of the type of cancer, if the mutation is present:

Mutation / BiomarkerAssociated cancer(s)Approved tumor-agnostic therapy
MSI-H / dMMRColorectal, endometrial, gastric, pulmonaryPembrolizumab
NTRK mergersPulmonary, breast, colorectal, thyroid, sarcomasLarotrectinib, Entrectinib
TMB ≥ 10 mut/MbAny type of solid tumorPembrolizumab
BRAF V600EMelanoma, lung, colorectal, thyroidDabrafenib + Trametinib
HER2 (ERBB2) amplifiedBreast, gastric, pulmonary, colorectalTrastuzumab deruxtecan (T-DXd)

What tests are billed in Romania in 2025?

According to the National Oncology Program (PNCC), for NSCLC lung cancer the following are fully reimbursed:

  • Metastatic/locally advanced non-squamous NSCLC: Full NGS panel — EGFR, BRAF V600E, KRAS G12C, ALK, ROS-1, NTRK, RET, PD-L1
  • Squamous NSCLC (smokers): PD-L1
  • NSCLC in operable stages: EGFR, ALK, PD-L1

📋 Your right as a patient: If you have been diagnosed with lung adenocarcinoma and have not received a recommendation for complete molecular testing, you have the right to ask your oncologist for a report for an NGS panel reimbursed by PNCC .


🧬 Genetic Mutations in Cancer — Complete Explanatory Tables for Patients


📊 TABLE 1 — What each mutation is and what cancer it occurs in (in simple terms)

mutationWhat is it, in simple termsCancers in which it occurs frequentlyHow frequent is it?
EGFRThe “engine” that continuously sends signals for uncontrolled cell growth. Like a stuck accelerator pedal.Lung (NSCLC), colorectal, head and neck cancer10–15% of Western NSCLC; 40–50% in Asians
KRAS G12CA specific variant of the KRAS gene — for 40 years considered “untreatable.” Now there are targeted drugs.Lung cancer (NSCLC), colorectal, pancreatic~13% of lung adenocarcinomas; 40–50% colorectal
KRAS non-G12COther KRAS variants (G12D, G12V, G12A, etc.) — common but no approved targeted therapies yetPancreatic cancer (90%!), colorectal (40–50%), lungThe most common mutation in cancer in general
ALK (fusion)Two genes that “stick” together incorrectly and create a hybrid protein that accelerates tumor growthLung cancer (NSCLC) — especially in young non-smokers3–7% of NSCLC
ROS1 (fusion)Similar to ALK — an accidental gene “splicing”Lung cancer (NSCLC)1–2% of NSCLC
RET (merger)Another genetic fusion — responds excellently to specific drugsLung cancer, medullary thyroid cancer1–2% of NSCLC
NTRK 1/2/3 (fusion)Rare fusions, but with approved therapies regardless of cancer typePulmonary, breast, colorectal, thyroid, sarcomasRare (1–3%), but present in many types of cancer
BRAF V600EA point mutation that activates a signaling pathway (MAPK). Well-known from melanoma.Lung cancer (2–3%), melanoma, thyroid, colorectal2–3% NSCLC; 50% melanoma
PIK3CAActivates the PI3K/AKT signaling pathway — the “fuel” of cell growthBreast (HR+/HER2−), colorectal, endometrial, ovarian cancer15–20% of solid tumors
HER2 (ERBB2)Overexpressed or mutated cell surface protein — accelerates cell multiplicationBreast, gastric, lung, colorectal cancer15–20% breast cancer; 10–15% gastric
TP53The “genome guardian” gene — when it breaks down, cells no longer die normallyOver 50% of ALL cancersThe most common mutation in cancer
PTENTumor suppressor gene — the cell’s safety brake. When it is lost, cells multiply uncontrollably.Endometrial (30–40%), prostate (30%), breast (10–20%), glioblastoma10–20% of cancers
STK11/LKB1A suppressor gene that regulates cellular metabolism and immune response. The mutation makes the tumor “resistant” to immunotherapy.Lung cancer (NSCLC)15–20% of NSCLC
MSI-H / dMMRThe DNA “error correction” system is defective — the tumor has many mutations and is visible to the immune systemColorectal (15%), endometrial (20–40%), gastric, pulmonaryVariable — 15% colorectal
PD-L1It is NOT a mutation, but a protein through which the tumor “hides” from the immune systemPulmonary, cervical, gastric, bladder, triple-negative breastPresent in varying degrees in all cancers
TMB (Tumor Mutational Burden)The total number of mutations in the tumor. The higher the number, the more visible it is to the immune system.All types of cancer (assessed by NGS)≥ 10 mut/Mb = increased TMB

📊 TABLE 2 — Which test detects each mutation and how to collect the sample

Mutation / BiomarkerSample typeTest methodPNCC Romania settled?Who can request the test?
EGFR (exons 18–21)Tumor tissue (paraffin block) or plasma (blood)NGS, PCR, IHC✅ YES — Metastatic/locally advanced non-squamous NSCLCOncologist, pulmonologist, thoracic surgeon
EGFR T790M (resistance)Plasma (EDTA blood)PCR/NGS✅ YES — for resistance monitoringOncologist
KRAS G12CTumor tissueNGS✅ YES — included in the NSCLC and colorectal panelOncologist
KRAS/NRAS (all mutations)Tumor tissuePCR/NGS✅ YES — for colorectal cancer mandatoryOncologist, gastroenterologist, surgeon
ALK (fusion)Tumor tissueNGS + IHC (confirmation)✅ YES — NSCLCOncologist, pulmonologist
ROS-1 (fusion)Tumor tissueNGS + IHC✅ YES — NSCLCOncologist
RET (merger)Tumor tissueNGS✅ YES — included in the NSCLC panelOncologist
NTRK 1/2/3 (fusions)Tumor tissueIHC (screening) + PCR/FISH/NGS (confirmation)✅ YES — colorectal, s â n, NSCLCOncologist
BRAF V600ETumor tissueNGS/PCR✅ YES — NSCLC and colorectalOncologist
BRCA1/2 (somatic — tumoral)Tumor tissue (paraffin block)NGS✅ YES — high grade ovarian stage III – IV ; HER2 − advancedOncologist
BRCA1/2 (germline — hereditary)Blood or salivaNGS + MLPA✅ YES — ovarian cyst ( specific criteria)Oncologist
HRD-GIS (DNA repair deficiency)Tumor tissueNGS✅ YES — ovarian BRCA-negativeOncologist / pathologist
MSI/dMMRTumor tissueIHC (4 proteins: MLH1, MSH2, MSH6, PMS2)✅ YES — colorectal (mandatory), endometrialOncologist
PD-L1Tumor tissueIHC✅ YES — NSCLC, gastric, esophageal, cervical, urothelialOncologist, pulmonologist, gastroenterologist
HER2 (IHC)Tumor tissueIHC✅ YES — s â n, gastric, esophagealOncologist, surgeon
HER2 (SISH/FISH)Tumor tissueFISH / SISH✅ YES — if IHC shows HER2 2+Anatomical pathologist (automatic)
PIK3CA (hotspot mutations)Tumor tissue or bloodNGS/PCR✅ YES — included in colorectal cancer panels​​Oncologist
HR (ER/PR) + Ki-67Tumor tissueIHC✅ YES — breast cancer ( all patients )​Oncologist, gynecologist, surgeon
TMB (mutational burden)Tumor tissueNGS (comprehensive panel)⚠️ Partially included in NGS panelsOncologist
ctDNA (liquid biopsy)Blood (EDTA plasma)Ultrasensitive NGS⚠️ Not standard in PNCC 2025; available privatelyOncologist

📊 TABLE 3 — What targeted therapy opens each mutation (simplified therapeutic guide)

The identified mutationWhat does it mean for treatment?Available medicines (2025)Administration form
EGFR exon 19 deletion or L858R✅ You no longer receive chemotherapy as a first choice — there are specific pillsOsimertinib (Tagrisso) — gold standard; Gefitinib, Erlotinib (generation I); Afatinib, Dacomitinib (generation II)Daily oral pill
EGFR T790M (occurs in resistance)✅ Osimertinib covers and this resistance​​ — no urgent change neededOsimertinib (Tagrisso) generation IIIDaily oral pill
EGFR exon 20 insertions⚠️ Not responding to standard TKI — there is a specific bispecific antibodyAmivantamab (Rybrevant)Intravenous infusion
KRAS G12C✅ First ” curable ” KRAS mutation through targeted therapySotorasib (Lumakras) 960 mg/day; Adagrasib (MRTX849) 600 mg x2/dayDaily oral pill
Non-G12C KRAS (G12D, G12V, etc.)⚠️ There is no specific approved therapy — chemotherapy + PD-L1-targeted immunotherapyPembrolizumab if PD-L1 ≥ 50%; Platinum chemotherapyInfusion + pills
ALK positive (fusion)✅ Spectacular response to ALK inhibitors — NOT chemotherapy as first choiceAlectinib (first-line preferred); Lorlatinib (active and cerebral); BrigatinibDaily oral pill
ROS1 positive (fusion)✅ Targeted therapy available​​Crizotinib , Lorlatinib, EntrectinibDaily oral pill
RET (fusion)✅ FDA/EMA approved therapySelpercatinib (Retevmo) , PralsetinibDaily oral pill
NTRK 1/2/3 positive (fusion)✅ Tumor type agnostic therapy​​ — functions regardless of the organLarotrectinib , EntrectinibDaily oral pill
BRAF V600E✅ Combination of two specific pills — approved​ and in lung cancerDabrafenib + Trametinib (mandatory combination)2 daily oral pills
PIK3CA (HR+/HER2− breast)✅ Add a specific pill to your hormone treatmentAlpelisib (Piqray) + Fulvestrant (or aromatase inhibitor)Daily pill + monthly injection
HER2 overexpressed (IHC 3+)✅ Monoclonal antibodies or antibody-drug conjugatesTrastuzumab (Herceptin) + Pertuzumab; T-DM1 (Kadcyla); Trastuzumab deruxtecan (Enhertu)Intravenous infusion
HER2-low (IHC 1+ or 2+/FISH neg)✅ New 2025: now eligible for HER2 treatment (new category ! )Trastuzumab deruxtecan (T-DXd / Enhertu)Intravenous infusion
BRCA1/2 mutant (ovarian, breast, prostate, pancreatic)✅ Special pills that ” exploit” the DNA repair defectOlaparib (Lynparza) , Niraparib, RucaparibDaily oral pill
MSI-H / dMMR✅ Immunotherapy — the immune system sees the tumor and attacks itPembrolizumab (Keytruda) ± Lenvatinib; DostarlimabInfusion every 3–6 weeks
PD-L1 ≥ 50% (pulmonary)✅ Immunotherapy without chemotherapy in the first linePembrolizumab (Keytruda) monotherapyInfusion every 3 weeks
PD-L1 1–49% (pulmonary)✅ Immunotherapy + chemotherapy in combinationPembrolizumab + platinum doubletInfusion + chemotherapy
PD-L1 < 1% (pulmonary)⚠️ Immunotherapy less effective alone​​ — chemotherapy ± bevacizumabCarboplatin + pemetrexed ± bevacizumabIntravenous infusion
STK11 mutant + PD-L1 elevated⚠️ ATTENTION : even if PD-L1 is elevated, immunotherapy alone works less — chemotherapy is the preferred treatment !Platinum chemotherapy; SHP2 inhibitors (clinical studies)Intravenous infusion
TMB ≥ 10 mut/Mb✅ Immunotherapy regardless of tumor type (approved tumor-agnostic)Pembrolizumab regardless of organInfusion every 3 weeks

📊 TABLE 4 — How to interpret treatment response through molecular markers

Clinical situationWhat is being monitored?Good signAlarm sign — what the doctor does
Under TKI (osimertinib, alectinib, etc.)Chest CT at 8–12 weeks; ctDNA (optional)The tumor is shrinking or stableTumor growth → repeat biopsy or ctDNA for resistance mutation
EGFR T790M appeared in follow-upctDNA from blood (plasma)T790M detected → osimertinib already covers this → continue or add chemotherapy
Sub KRAS G12C inhibitor (sotorasib/adagrasib)CT every 8 weeks; LFT monthlyPartial or complete response (37–42% of patients)Progression → chemotherapy is added or the regimen is changed
Under pembrolizumab (immunotherapy)CT at 9–12 weeks; sometimes pseudo-progression (tumor appears larger before shrinking)Stable or shrinking tumor; normal inflammatory markersDefinite progression confirmed at 2 consecutive CT scans → change of treatment
Under alpelisib (PIK3CA inhibitor)Blood glucose weekly for the first 4 weeks, then monthlyBlood glucose < 160 mg/dL; stable or shrinking tumorBlood glucose > 250 mg/dL → dose reduction + metformin ; Severe skin rash → treatment break​
Under trastuzumab (HER2 positive)Echocardiography (LVEF) at 3 months; tumor markers CA 15-3LVEF > 50% maintained; CA 15-3 decreasingLow LVEF → trastuzumab pause + cardiological consultation
Under PARP inhibitors (olaparib, niraparib)Monthly blood count; creatinineHemoglobin > 8 g/dL; platelets > 75,000Severe anemia → dose reduction or transfusion; Thrombocytopenia → treatment interruption

📊 TABLE 5 — Common side effects of targeted therapies and how to prepare

drugCommon side effectsWhen to call the doctor urgentlyWhat you can do at home
Osimertinib (Tagrisso)Rash (70%), diarrhea (58%), fatigueDifficulty breathing or new dry cough → pneumonitis ( stop the medication immediately!)Daily moisturizer; avoid direct sun; SPF 50+ sun protection
Alectinib / Lorlatinib (ALK inhibitors)Constipation, edema, weight gain (lorlatinib: neuropsychiatric effects)Double vision, confusion, severe mood swingsHigh-fiber diet; weekly weight monitoring
Sotorasib / Adagrasib (KRAS G12C)Diarrhea (33–40%), nausea, fatigue, hepatotoxicityDiarrhea > 4 stools/day or with blood; jaundice (yellowing of the eyes/skin)Loperamide at first signs of diarrhea; avoid alcohol; monthly liver tests
Alpelisib (Piqray) (PIK3CA)Hyperglycemia (high blood sugar), rash, diarrhea, fatigueBlood glucose > 250 mg/dL; extensive rash (>30% body surface area)Mandatory low-sodium/low-glucose diet; preventive metformin; avoid sugary juices completely
Pembrolizumab (immunotherapy)Fatigue, rash, diarrhea, endocrinopathy (thyroid)Acute respiratory distress, severe joint pain, confusion → severe immunological toxicityTSH + cortisol every 3 months; do not take anti-inflammatories without a doctor’s advice
Trastuzumab (Herceptin)Infusion reactions (chills, fever), cardiomyotoxicityon exertion → urgent cardiac ultrasoundNotify your doctor if you have a cold before your infusion; don’t miss scheduled echocardiograms
Olaparib / Niraparib (PARP inhibitors)Anemia, fatigue, nausea, thrombocytopeniaHemoglobin < 8 g / dL → extreme weakness ; spontaneous bruising → thrombocytopenia​Iron-rich diet; rest; mandatory monthly blood count
Dabrafenib + Trametinib (BRAF+MEK)Fever (very common 50–70%), rash, photosensitivityFever > 38.5°C persistent > 24h → possible hospitalizationParacetamol for fever; avoid the sun; total sun protection; abundant hydration

📊 TABLE 6 — Treatment resistance: what it means and what comes next

Initial treatmentSign that resistance has emergedWhat new mutation can occur?What does the doctor do?
Osimertinib (EGFR)The tumor grows again on CT (after 18–20 months on average)C797S (10–15%); MET amplification (15–20%); SCLC transformation (3–5%)Biopsy or ctDNA → platinum chemotherapy + pemetrexed ± continuation osimertinib
Alectinib (ALK)Progression especially at the cerebral levelSecondary mutations in the ALK domain; MET amplificationLorlatinib (generation III ) → covers and second-order ALK resistances
Sotorasib (KRAS G12C)Progression after 6–8 monthsKRAS G12C → G12D (10 – 15%); EGFR or MET amplificationAdagrasib (inhibitor exchange) or combination with chemotherapy
Pembrolizumab (immunotherapy)Progression after variable PFSLoss of PD-L1 expression; STK11 co-mutation occurredChemotherapy; rechallenge with another checkpoint inhibitor; clinical trials
Alpelisib (PIK3CA)Progression after ~11 monthsPTEN loss; emerging KRAS mutations; ERBB2 amplificationEverolimus + endocrine therapy; or chemotherapy
Olaparib (BRCA/PARP)Progression after 2–3 years in ovarianBRCA restoration (revertant mutations); ABCB1 amplificationPlatinum chemotherapy (if > 6 months since last exposure); clinical trials
Trastuzumab (HER2)CA 15-3 increases + imaging progressionPIK3CA amplification; loss of HER2 expressionT-DM1 or Trastuzumab deruxtecan (T-DXd); lapatinib or tucatinib

📊 TABLE 7 — Test panels settled in Romania (PNCC 2025) — Practical guide

Type of cancerWhat tests are reimbursed?What biomarkers do they detect?Type of evidence required
Colorectal cancer (locally advanced or metastatic)MSI/dMMR (IHC); RAS mutations (KRAS + NRAS exons 2,3,4); BRAF V600E; NTRK 1/2/3; PIK3CA; HER2MLH1, MSH2, MSH6, PMS2; KRAS G12C and other variants; BRAF; NTRK fusionsParaffin block (tumor tissue)
ovarian cancer stages III–IVBRCA1/2 somatic (Panel 1); BRCA1/2 germline (Panel 2 if Panel 1 inconclusive); HRD-GIS (Panel 3 if BRCA negative); NTRK52 genes included (BRCA1, BRCA2, ATM, CHEK2, PALB2, PTEN, RAD51C/D, TP53, etc.)Paraffin block (Panel 1 and 3); Blood/saliva (Panel 2)
Non-squamous NSCLC lung cancer , metastaticComplete NGS Panel (Com.Pl.it DX Long); PD-L1EGFR, BRAF V600E, KRAS G12C, ALK, ROS-1, NTRK, RET, STK11, KEAP1, MET, ERBB2 + 50 other genes; PD-L1 (clones 22C3, SP263, SP142)Paraffin block; PD-L1 on tissue
NSCLC lung cancer , smokers, metastaticPD-L1 IHCPD-L1 (clones 22C3 IVD, SP263 IVD)Paraffin block
Lung cancer operable stagesEGFR, ALK, PD-L1EGFR exons 18–21; ALK expression; PD-L1 (clone SP263)Paraffin block
Breast cancer (all patients)HR (ER/PR) + HER2 + Ki-67Estrogen receptors, progesteroneIci; HER2 IHC; Ki-67Paraffin block
HER2-negative, advanced/metastatic breast cancerBRCA1/2 germline; NTRK; PIK3CA; PD-L152 gene panel; NTRK fusions; PIK3CA hotspot mutations; PD-L1 (clones 22C3 + SP142)Paraffin block + blood/saliva
breast cancer , early stage high riskBRCA1/2 germline52 genes hereditary panelBlood or saliva
Squamous or adenosquamous esophageal cancer , advancedPD-L1PD-L1 (clones 22C3 + 28-8)Paraffin block
Esophageal adenocarcinoma , advancedPD-L1 + HER2PD-L1 (clones 28-8); HER2 IHC ± FISHParaffin block
Gastric/gastroesophageal junction cancer , advancedPD-L1 + HER2PD-L1 (clones 22C3 + 28-8); HER2 IHC ± FISHParaffin block
Locally advanced or metastatic urothelial cancerPD-L1PD-L1 (clones 22C3 or 28-8)Paraffin block
Recurrent/metastatic cervical cancerPD-L1PD-L1 (clone 22C3)Paraffin block

📊 TABLE 8 — Molecular Results Traffic Light — Quick Visual Guide for Patients

🟢 GREEN — There is an approved targeted therapy🟡 YELLOW — Limited options or clinical trials available🔴 RED — No specific therapy, standard chemotherapy
Classic mutant EGFR (exon 19 del / L858R) → OsimertinibEGFR exon 20 insertion → Amivantamab (less effective than classic TKIs)KRAS non-G12C (G12D, G12V, etc.) → Chemotherapy
ALK positive → Alectinib / LorlatinibKRAS G12C (colorectal) → Sotorasib + chemotherapy ( in evaluation)mutant TP53 → No direct therapy ; intensified chemotherapy
RET fusion → SelpercatinibSTK11 mutant → Chemotherapy; SHP2 inhibitors (studies)NFE2L2/KEAP1 mutant → Standard chemotherapy
NTRK fusion → Larotrectinib (any cancer!)PTEN loss → Everolimus/alpelisib ( in some cancers; partially approved )FBXW7 mutant → mTOR inhibitors (partial ) ; chemotherapy
BRAF V600E → Dabrafenib + TrametinibPIK3CA mutant (other than breast cancer HR+) → Clinical trialsEP300 / ELF3 / HLA-B mutant → No specific approved therapy ; chemotherapy
BRCA1/2 mutant → Olaparib / NiraparibMutated TP53 + amplified MDM2 → MDM2 inhibitors (studies)Isolated mutant MAPK1 → MEK inhibitors (studies in non-BRAF melanoma)
MSI-H / dMMR → Pembrolizumab (any cancer!)Increased TMB 6–10 mut/Mb → Immunotherapy (variable benefit)KRAS non-G12C + PD-L1 negative + low TMB → Chemotherapy only
PD-L1 ≥ 50% (pulmonary) → Pembrolizumab monotherapyERBB2 mutant (pulmonary, non-amplified) → Trastuzumab deruxtecan ( under evaluation)STK11 + KRAS co-mutated → Preferred chemotherapy vs. immunotherapy
HER2 amplified (breast, gastric) → Trastuzumab + PertuzumabMutant CBFB (AML leukemia) → Induction chemotherapy + bone marrow transplantTP53 + RB1 lost → Intensive chemotherapy
KRAS G12C (pulmonary) → Sotorasib / AdagrasibHER2-low (IHC 1+/2+) → Trastuzumab deruxtecan (T-DXd) — approved 2025PIK3CA in pancreatic cancer → There is no approved specific PI3K therapy

💡 TABLE 9 — Essential questions to ask the doctor during the consultation (patient checklist)

If you received this resultMandatory questions for the oncologist
Diagnosed NSCLC lung cancer“Was a full NGS panel recommended? Are EGFR, ALK, ROS1, RET, NTRK, BRAF V600E, KRAS G12C, PD-L1 tested? Is it reimbursed by PNCC?”
EGFR positive“What exon is mutated? Exon 19 deletion or L858R? Can I get osimertinib as first line? Is it cleared?”
ALK/ROS1/RET positive“What specific inhibitor is recommended? Is alectinib (ALK) or selpercatinib (RET) available in Romania at a discounted rate?”
KRAS G12C positive“Am I eligible for sotorasib or adagrasib? Are there clinical trials with combinations?”
PD-L1 result received“What is the exact score (TPS or CPS)? Can I receive pembrolizumab alone or combined with chemotherapy?”
STK11 mutant + PD-L1 elevated“Given that I have mutant STK11, is chemotherapy more effective than immunotherapy alone?”
BRCA1/2 positive (ovarian/breast)“Am I eligible for olaparib or niraparib as maintenance therapy? Is it covered by the PNCC?”
MSI-H/dMMR positive“Can I receive pembrolizumab? If so, in what combination and from which line of treatment?”
HER2 IHC 2+“Has the FISH test been performed to clarify whether it is amplified or not? If FISH negative (HER2-low), am I eligible for trastuzumab deruxtecan?”
PIK3CA mutant (HR+ breast)“Am I eligible for alpelisib + fulvestrant? Has basal blood glucose been tested (mandatory before alpelisib)?”
Mutated TP53“Are there clinical trials of APR-246 or MDM2 inhibitors for my type of cancer?”
Any rare mutation“Are there ACTIVE clinical trials in Romania or Europe for my specific mutation? Does the clinicaltrials.gov website mention anything for my profile?”

Disclaimer: The information in these tables is for informational and educational purposes only. It does not constitute a medical diagnosis, does not replace the consultation of a specialist physician, and does not represent a personalized therapeutic recommendation. Drug availability, settlement criteria, and therapeutic protocols are subject to change. Always consult your oncologist before making any medical decisions.

What does Oncoexpertai do with this information?

Receiving a genetic mutation report is often overwhelming. Terms like “EGFR exon 19 deletion,” “KRAS G12C wild-type,” or “PD-L1 TPS 45%” can be difficult to place in a clear therapeutic context.

Oncoexpertai.com platform automatically correlates your molecular profile with the latest NCCN, ESMO and EMA 2025 guidelines and generates a structured preliminary analysis. Our Artificial Intelligence algorithms can identify:

  • What targeted therapies are you eligible to receive based on the mutations identified?
  • Whether the current proposed scheme is aligned with international standards
  • What biomarkers are missing from your file for a complete oncological decision

Technology does not replace the oncologist — it gives you the certainty that you arrive at the consultation with a complete file and the right questions .


Disclaimer: The information in this article is for informational and educational purposes only. It does not constitute a medical diagnosis, does not replace a specialist doctor’s consultation, and does not represent a personalized therapeutic recommendation. Any medical decision should be made exclusively after consultation with a qualified doctor, based on a complete assessment of your health condition. The reference values, therapeutic protocols, and medications mentioned may vary depending on the stage of the disease, the patient’s comorbidities, and the availability of medications in Romania — always consult your oncologist.

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Dr. Onisim Florin Senior Medical Oncologist | Founder of OncoExpertAI

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