diff --git a/docs/financial_docs/options_greeks.md b/docs/financial_docs/options_greeks.md
index b08921d..387406a 100644
--- a/docs/financial_docs/options_greeks.md
+++ b/docs/financial_docs/options_greeks.md
@@ -39,21 +39,17 @@ The Greeks do not operate in isolation; they interact in ways that can significa
 
 ```mermaid
 graph TD;
-    A[Underlying Asset Price] -->|affects| B[Delta (Δ)]
-    A -->|affects| C[Gamma (Γ)]
-    B -->|modified by| C
-    D[Volatility] -->|affects| E[Vega (𝜈)]
+    A("Underlying Asset Price") -->|affects| B("Delta (Δ)")
+    A -->|affects| C("Gamma (Γ)")
+    B -->|is modified by| C
+    D("Volatility") -->|affects| E("Vega (𝜈)")
     E -->|impacts| B
-    F[Time to Expiration] -->|affects| G[Theta (Θ)]
+    F("Time to Expiration") -->|affects| G("Theta (Θ)")
     G -->|impacts| B
-    H[Risk-free Interest Rate] -->|affects| I[Rho (ρ)]
+    H("Risk-free Interest Rate") -->|affects| I("Rho (ρ)")
     I -->|impacts| B
-    C -.-> E
-    G -.-> E
-    B -.->|feedback on| A
-    E -.->|feedback on| D
-    G -.->|feedback on| F
-    I -.->|feedback on| H
+    C -->|affects| E
+    G -->|affects| E
 ```
 
 ## Key Takeaways