Follow a molecular switch after its input ends
A G-protein-coupled receptor links extracellular recognition to an intracellular nucleotide switch. An activated receptor promotes exchange of GDP for GTP on a G-protein subunit. The GTP-bound state can regulate an effector; GTP hydrolysis returns it toward an inactive GDP-bound state. Turning the switch off does not require destroying every protein molecule.
Learning outcome: Compare hydrolysis rates 0.5 and 2 at one activation rate. Separate pulse-end fraction from the post-pulse decay. Use the sustained-input dashed curve only as a modeled counterfactual, not as a performed control experiment.
Starting recap
Separate receptor binding, downstream response and checkpoint passage. Declare DNA-counting boundaries, population age assumptions and the evidence needed to distinguish mechanisms.
All lessons are open directly. Your saved experiments remain when you leave and return.
Try
For kact=khyd=1 min⁻¹, the sustained-input limit is 0.5. At the two-minute pulse end, f=0.5(1−exp(−4))≈0.49084. Two minutes later it is 0.49084exp(−2)≈0.06643. The post-pulse half-life is ln2≈0.693 min.
Open the experimentPredict
If hydrolysis becomes slower, will the signal necessarily disappear immediately when receptor activation ends?
Experiment
Compare hydrolysis rates 0.5 and 2 at one activation rate. Separate pulse-end fraction from the post-pulse decay. Use the sustained-input dashed curve only as a modeled counterfactual, not as a performed control experiment.
Switch activation on and off without destroying the protein
Worked teaching model · synthetic values · Normalized fixed G-protein pool starts inactive. Receptor activation lasts 2 min; df/dt=kact(1−f)−khyd f during pulse and −khyd f afterward. GDP/GTP exchange and hydrolysis are represented as effective first-order rates, not a complete molecular mechanism.
Reset keeps your prediction, captures and practice history.
Hydrolysis terminates activity even when the protein remains present.
GPCR-driven exchange favors the GTP-bound state; GTP hydrolysis returns the switch toward GDP-bound inactivity. The dashed curve keeps activation on; it is a different input, not an empirical control record.
Solid: Activation ends at 2 min. Dashed: Activation maintained. Axes rescale to the current range; use labeled values rather than comparing graph heights across settings.
| Time (min) | Activation ends at 2 min (Active pool fraction) | Activation maintained (Active pool fraction) |
|---|---|---|
| 0 | 0.000000 | 0.000000 |
| 0.1 | 0.09063462 | 0.09063462 |
| 0.2 | 0.1648400 | 0.1648400 |
| 0.3 | 0.2255942 | 0.2255942 |
| 0.4 | 0.2753355 | 0.2753355 |
| 0.5 | 0.3160603 | 0.3160603 |
| 0.6 | 0.3494029 | 0.3494029 |
| 0.7 | 0.3767015 | 0.3767015 |
| 0.8 | 0.3990517 | 0.3990517 |
| 0.9 | 0.4173506 | 0.4173506 |
| 1 | 0.4323324 | 0.4323324 |
| 1.1 | 0.4445984 | 0.4445984 |
| 1.2 | 0.4546410 | 0.4546410 |
| 1.3 | 0.4628632 | 0.4628632 |
| 1.4 | 0.4695950 | 0.4695950 |
| 1.5 | 0.4751065 | 0.4751065 |
| 1.6 | 0.4796189 | 0.4796189 |
| 1.7 | 0.4833134 | 0.4833134 |
| 1.8 | 0.4863381 | 0.4863381 |
| 1.9 | 0.4888146 | 0.4888146 |
| 2 | 0.4908422 | 0.4908422 |
| 2.1 | 0.4441324 | 0.4925022 |
| 2.2 | 0.4018676 | 0.4938613 |
| 2.3 | 0.3636248 | 0.4949741 |
| 2.4 | 0.3290214 | 0.4958851 |
| 2.5 | 0.2977108 | 0.4966310 |
| 2.6 | 0.2693799 | 0.4972417 |
| 2.7 | 0.2437450 | 0.4977417 |
| 2.8 | 0.2205496 | 0.4981511 |
| 2.9 | 0.1995615 | 0.4984862 |
| 3 | 0.1805707 | 0.4987606 |
| 3.1 | 0.1633872 | 0.4989853 |
| 3.2 | 0.1478388 | 0.4991692 |
| 3.3 | 0.1337701 | 0.4993198 |
| 3.4 | 0.1210402 | 0.4994431 |
| 3.5 | 0.1095217 | 0.4995441 |
| 3.6 | 0.09909933 | 0.4996267 |
| 3.7 | 0.08966878 | 0.4996944 |
| 3.8 | 0.08113567 | 0.4997498 |
| 3.9 | 0.07341459 | 0.4997951 |
| 4 | 0.06642827 | 0.4998323 |
| Quantity | Value | Unit |
|---|---|---|
| Sustained-input active fraction limit | 0.5000000 | fraction |
| Active fraction at pulse end | 0.4908422 | fraction |
| Active fraction 2 min after pulse | 0.06642827 | fraction |
| Post-pulse half-life | 0.6931472 | min |
Retain prior predictions, settings and quantities in the notebook. These are original supplied/calculated comparisons, not physical specimen observations or laboratory participation.
Hydrolysis terminates activity even when the protein remains present.
GPCR-driven exchange favors the GTP-bound state; GTP hydrolysis returns the switch toward GDP-bound inactivity. The dashed curve keeps activation on; it is a different input, not an empirical control record.
Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.
Understand
Apply
Public practice checks a specific claim. It does not establish independent mastery.
A switch has active fraction 0.8 when activation stops and hydrolysis rate 0.5 min⁻¹. Predict its active fraction two minutes later and its half-life.
Continue
Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.
Skipping retains experiments and awards no mastery.
Save a science backup or import one
Science work is stored locally in this browser, separately from mathematics and AI. It does not sync automatically. Use this science-only backup; this checkout's older all-subject export does not include science.
A legacy file is available only when the complete snapshot fits the 36 MB limit. For larger snapshots, prepare a complete file set below; never discard notebooks to make a smaller file.
Matching imported notebook drafts replace their current drafts. Omitted lessons and known first attempts remain. Export your current work first if you want to retain both drafts.
Complete file sets and course backups
A file set can hold more work than one science file. Keep its manifest and every part together. Each file is limited to 36 MB. This format needs this version of LearnAI or a compatible newer version; older versions can use only the legacy single-file backup above.
The set includes every saved science course and global continuation at this moment. Later edits need a new export. A conflicting tab exports its own visible work, which may differ from saved work in another tab.
0 file(s) selected. File order and filenames do not determine identity. Missing, changed or conflicting parts block the entire restore; no good part is applied by itself.
Science storage: loading. No account or remote computation is required.