Excellent question. The **timing and control** of retrograde signal release are precisely regulated and differ dramatically between these messengers, which is central to their distinct roles in plasticity. Here’s a detailed breakdown.

---

### **1. Nitric Oxide (NO) – The Fast, Activity-Gated Burst**

* **Time Scale of Release: Milliseconds to Seconds.**
* **Key Influencing Factors:** 
  * **NMDAR Activation & Ca²⁺ Influx:** The primary trigger. Strong postsynaptic depolarization relieves the Mg²⁺ block of NMDARs. Ca²⁺ influx through NMDARs binds to **calmodulin**.
  * **Calmodulin Binding to nNOS:** The Ca²⁺/calmodulin complex directly binds to and activates **neuronal Nitric Oxide Synthase (nNOS)**, which is often physically tethered to the NMDAR complex via PSD-95.
  * **Production & Diffusion:** NO is a **gasotransmitter**; it is synthesized *on-demand* and diffuses freely in all directions (~µm range) without vesicular release. Its production stops as soon as Ca²⁺ levels drop.
* **Kinetics:** 
  * **Onset:** Extremely fast (<100 ms after strong Ca²⁺ influx).
  * **Duration:** Brief pulse (seconds). NO is highly reactive and has a short half-life (~1-5 sec) due to scavenging by hemoglobin, superoxide, and other molecules.
  * **Spatial Spread:** Limited, acts as a **local volume signal** to nearby presynaptic terminals and astrocytes.
* **Functional Implication:** NO acts as a **fast, correlational signal**. It broadcasts: "*Strong, synchronous activation is happening right now at this precise postsynaptic site.*" Its speed and locality make it ideal for rapid presynaptic potentiation during **early-phase LTP induction**.

---

### **2. Endocannabinoids (eCBs, e.g., 2-AG) – The Intermediate, Demand-Specific Signal**

* **Time Scale of Release: Hundreds of Milliseconds to Tens of Seconds.**
* **Key Influencing Factors:** 
  * **Two Primary Triggers:** 
    1. **Post-Synaptic Ca²⁺ Rise:** Moderate to strong increases in dendritic Ca²⁺ (via VGCCs or NMDARs) activate **calcium-sensitive phospholipase C (PLC)**.
    2. **Metabotropic Receptor Activation:** Group I mGluR (mGluR1/5) activation strongly stimulates **PLCβ** via Gq proteins.
  * **Synthesis Pathway:** Both triggers converge on **PLC**, which cleaves membrane phospholipids to produce **diacylglycerol (DAG)**. **DAG lipase α (DAGLα)**, often localized postsynaptically, then converts DAG to **2-AG**.
  * **Release:** 2-AG is **lipophilic** and diffuses across the membrane immediately upon synthesis (**no vesicular release required**).
* **Kinetics:** 
  * **Onset:** Fast, but slower than NO (~300 ms - 1 sec).
  * **Duration:** Can be a brief pulse (for DSE/DSI) or a sustained release (seconds to minutes) during prolonged mGluR activation, as in some forms of LTD.
  * **Termination:** Rapid and precise by **presynaptic reuptake** and enzymatic degradation (mainly by **monoacylglycerol lipase, MAGL**).
* **Functional Implication:** eCBs are **bidirectional modulators**. A brief, large Ca²⁺ spike may cause short-term depression (DSE). **Sustained, moderate mGluR activation** (e.g., during low-frequency stimulation) leads to prolonged 2-AG release, inducing **long-term presynaptic LTD**. The timing encodes the *nature* of the plasticity.

---

### **3. Brain-Derived Neurotrophic Factor (BDNF) – The Slow, Regulated Secretion of a Trophic Factor**

* **Time Scale of Release: Seconds to Minutes, with Biphasic Secretion.**
* **Key Influencing Factors:** 
  * **Activity Pattern:** Requires **strong, sustained, or patterned activity** (e.g., theta-burst stimulation). Not triggered by single spikes.
  * **Two Pools and Release Modes:** 
    1. **Constitutive Secretion:** Slow, continuous baseline release from the **trans-Golgi network**.
    2. **Activity-Dependent Secretion:** The critical mode for plasticity. Involves two sub-pools: 
       * **Pre-synthesized Pool (Fast):** Mature BDNF is stored in **dense-core vesicles (DCVs)** in dendrites and spines. Strong Ca²⁺ influx (via L-type VGCCs and NMDARs) triggers **Ca²⁺-induced exocytosis** of these DCVs within **seconds**.
       * **Newly Synthesized Pool (Slow):** The activity signal (Ca²⁺/CREB) also drives **transcription of the *Bdnf* gene** and **local dendritic translation** of BDNF mRNA. This provides a delayed (**minutes to hours**) but sustained supply for release.
  * **Regulation is Highly Complex:** Controlled at the level of: 
    * **Transcription** (multiple activity-sensitive promoters).
    * **mRNA trafficking** to dendrites.
    * **Translation** (regulated by CaMKII, FMRP, microRNAs).
    * **Proteolytic cleavage** of proBDNF to mature BDNF.
* **Kinetics:** 
  * **Fast Release Onset:** 1-5 seconds after strong stimulation (from DCV pool).
  * **Sustained Release:** Continues for **many minutes** as newly synthesized BDNF is made available.
  * **Clearance:** Slow relative to NO/eCBs. BDNF is cleared by endocytosis (via TrkB/p75 receptors) and diffusion, acting over longer distances (tens of µm).
* **Functional Implication:** BDNF is not a fast "fire-and-forget" signal. It is a **sustained trophic command** that bridges the gap between initial synaptic activation and long-term structural change. Its release signifies: "*This event was important and repeated; prepare for lasting remodeling.*"

---

### **Summary Table: Temporal Logic of Retrograde Signal Release**

| Signal                  | Primary Trigger                                   | Release Mechanism                             | Onset                                            | Duration                      | Spatial Range              | Key Role in Plasticity                                             |
|:------------------------|:--------------------------------------------------|:----------------------------------------------|:-------------------------------------------------|:------------------------------|:---------------------------|:-------------------------------------------------------------------|
| **Nitric Oxide (NO)**       | Strong NMDAR Ca²⁺ influx                          | Gas diffusion on synthesis                    | **< 100 ms**                                         | **Seconds** (brief pulse)         | Local (µm)                 | **Fast correlational signal** for early-LTP coordination.              |
| **Endocannabinoids (2-AG)** | 1) Moderate Ca²⁺ rise<br />2) mGluR1/5 activation | Lipid diffusion on synthesis                  | **~300 ms - 1 sec**                                  | **Seconds to minutes** (scalable) | Local to paracrine (µm)    | **Bidirectional modulator.** Brief→STD; Sustained→LTD.                 |
| **BDNF**                    | Strong/patterned firing (L-VGCC, NMDAR)           | **Regulated exocytosis** from dense-core vesicles | **1-5 sec** (fast pool)<br />**Minutes** (new synthesis) | **Minutes to hours** (sustained)  | Long-distance (tens of µm) | **Trophic command signal** for switch to late-LTP & structural change. |

---

### **Critical Integration: How These Signals Work as a Cascade**

The **sequence and coincidence** of these releases are crucial:

1. **Strong Tetanus:** Massive glutamate release → **NMDAR Ca²⁺ influx**.
2. **Immediate (ms):** **NO** is produced, rapidly potentiating presynaptic release.
3. **Early (100s ms - sec):** Ca²⁺ and mGluR activation may produce **eCBs**, but strong depolarization often suppresses eCB-LTD in favor of LTP.
4. **Critical Window (sec - min):** Sustained Ca²⁺ activates CREB and triggers **BDNF exocytosis**. The released BDNF: 
   * Acts **presynaptically** (via TrkB) to consolidate potentiation and initiate the switch to long-term changes.
   * Acts **postsynaptically** in an autocrine/paracrine manner to enhance its own synthesis and drive spine growth.

**In essence, the postsynapse uses a layered communication strategy:**

* **NO** is for **instantaneous coordination.**
* **eCBs** are for **intermediate-term, reversible modulation.**
* **BDNF** is for **long-term, structural commitment.**

The specific pattern of presynaptic activity and postsynaptic depolarization *selects* which retrograde signal cocktail is released, thereby determining both the **sign (potentiation/depression)** and **duration (short-term/long-term)** of the synaptic change.