Rowansci sample output

All four direct radical jobs are now finished or materially resolved.

Results:

  • TEMPOL direct spin 8dde1157-d968-4e12-8686-428539e17f02: COMPLETED_OK
    • doublet energy: -598.100733 Ha
    • quartet energy: -597.927273 Ha
    • doublet favored by 0.173460 Ha, about 108.9 kcal/mol
  • TEMPOL direct redox 4e704c4f-93e8-4f2c-a493-ddccf283a0da: COMPLETED_OK
    • oxidation potential: 0.7835 V
    • reduction potential: -2.2366 V
  • Dopa semiquinone direct spin 364a9d1a-913f-4cb6-8bbf-a11a70d250ec: COMPLETED_OK
    • doublet energy: -515.919126 Ha
    • quartet energy: -515.799169 Ha
    • doublet favored by 0.119957 Ha, about 75.3 kcal/mol
  • Dopa semiquinone direct redox f61fe3a8-4805-44a0-a100-1f6411ff195b: COMPLETED_OK
    • oxidation potential: 1.5135 V
    • reduction potential: -0.3265 V

What this means:

  • The workaround is real. Rowan does support these radicals when passed as explicit molecule dicts with multiplicity=2.
  • The earlier failures were integration-path failures, not a fundamental backend inability to handle radicals.
  • Both radicals strongly prefer the doublet, which is chemically sensible and supports trusting this submission route.
  • On the redox side, dopamine semiquinone is much easier to reduce than TEMPOL and much harder to oxidize than TEMPOL in this setup. TEMPOL sits in a milder redox window than the semiquinone.

My chemistry read, with caution that these redox numbers were run in acetonitrile rather than cytosolic water:

  • This does not support TEMPOL as a direct covalent trap for dopamine o-quinone or aminochrome.
  • It does support TEMPOL behaving more like a redox-active radical mediator than a quinone adduct former.
  • The semiquinone stage remains the more plausible place for TEMPOL interaction than the closed-shell quinone stage.
**Chemistry Memo**

Using only the completed direct-radical Rowan jobs, TEMPOL and dopamine semiquinone both behave as well-defined doublet radicals, but they occupy different redox regimes.

The spin-state results are internally consistent. TEMPOL strongly favors the doublet over the quartet by 0.173460 Ha (-598.100733 Ha vs -597.927273 Ha), which is about 108.9 kcal/mol. Dopamine semiquinone also strongly favors the doublet by 0.119957 Ha (-515.919126 Ha vs -515.799169 Ha), about 75.3 kcal/mol. So for both species, the open-shell doublet description is chemically stable and much more plausible than a higher-spin alternative in this setup.

The redox numbers separate the two radicals more clearly. TEMPOL gave an oxidation potential of 0.7835 V and a reduction potential of -2.2366 V. Dopamine semiquinone gave an oxidation potential of 1.5135 V and a reduction potential of -0.3265 V. Relative to TEMPOL, dopamine semiquinone is much harder to oxidize further and much easier to reduce. That places semiquinone in a more reduction-accessible window, while TEMPOL sits in a milder, more buffered nitroxide-like redox range.

The narrow conclusion supported by these completed numbers is that TEMPOL looks more like a redox mediator than a direct covalent trap for dopamine oxidation products. Dopamine semiquinone appears to be the more redox-labile species, while TEMPOL appears to be the more controlled persistent radical. On that basis, the more plausible interaction is TEMPOL participating in radical redox handling around the semiquinone stage rather than directly trapping quinone products such as aminochrome or dopamine o-quinone.

Completed workflows used for this memo:

* TEMPOL direct spin 8dde1157-d968-4e12-8686-428539e17f02
* TEMPOL direct redox 4e704c4f-93e8-4f2c-a493-ddccf283a0da
* Dopa semiquinone direct spin 364a9d1a-913f-4cb6-8bbf-a11a70d250ec
* Dopa semiquinone direct redox f61fe3a8-4805-44a0-a100-1f6411ff195b

One caution: these are comparative computational results from the completed Rowan runs, not direct cytosolic rate constants or proof of a specific reaction pathway.

I ran a minimal comparator on April 7, 2026 using oleanolic acid as the oxidized triterpenoid proxy and 4-hydroxy-2-nonenal (4-HNE) as the oxidized lipid electrophile proxy.

The result supports your idea. 4-HNE looks much more continuation-prone for Michael/adduct chemistry than oleanolic acid. In the dedicated Fukui runs, the global electrophilicity index was 1.4587 for 4-HNE versus 0.8503 for oleanolic acid, and the strongest positive Fukui terms were much higher for 4-HNE (about 0.20 vs about 0.105). Structurally that makes sense: 4-HNE contains an explicit alpha,beta-unsaturated aldehyde, which is a classic mobile Michael acceptor. Oleanolic acid does not; it is a rigid pentacyclic scaffold with a terminal carboxylic acid and no diffusible oxoaldehyde/enal motif.

The descriptor side points the same way. Oleanolic acid came back as a monocarboxylic acid (nAcid = 1), very rigid (nRot = 1), and bulky (MW 456.36). 4-HNE is smaller (MW 156.12), much more flexible (nRot = 6), and has no acid/base flag in the descriptor output. So the triterpenoid is biased toward being a relatively locked, termination-like oxidized product, while the lipid aldehyde is biased toward staying chemically propagative and protein-reactive.

So the short answer is: oxidized triterpenoids are often less likely to keep feeding chain/Michael chemistry because they oxidize into sterically shielded, rigid alcohol/ketone/carboxylate states, whereas oxidized lipids like 4-HNE form small, diffusible enal/oxoaldehyde electrophiles that are built to keep reacting. This is not universal, though: triterpenoids with real enone/quinone-methide motifs can still be quite electrophilic.

Workflows:

  • Oleanolic acid descriptors: 2fc326a4-b421-4a2c-b4b2-5ee3f07568c3
  • Oleanolic acid Fukui: 9cb860c8-557f-4dd6-8392-f6bdcd9f7166
  • Oleanolic acid pKa: 9b57b128-6eda-40b4-80f4-3f7293fa7cff still running
  • 4-HNE descriptors: 082046c5-03d5-40f5-93fc-2f13bd613207
  • 4-HNE Fukui: 92803e49-8a03-4095-8084-fcda001916b4
  • 4-HNE pKa: 20d25bab-481b-4ed3-9b49-8111569b5a56

If you want, I can do the cleaner oxysterol-specific follow-up next: oleanolic acid vs 7-ketocholesterol, or vs a cholesterol secosterol if you want the aldehyde-forming cholesterol side rather than the generic lipid side.

I ran the oxysterol-specific follow-up with 7-ketocholesterol against oleanolic acid.

7-ketocholesterol resolved and validated cleanly as a distinct oxidized cholesterol comparator. The important mechanistic difference versus the triterpenoid is already clear from the structure: 7-ketocholesterol contains a ring-confined enone/ketone motif, while oleanolic acid is a bulkier pentacyclic acid/alcohol scaffold with no small mobile oxoaldehyde-like handle. So my expectation is:

  • 4-HNE should remain the strongest continuation/Michael-adduct case.
  • 7-ketocholesterol should be more continuation-prone than oleanolic acid, but less than 4-HNE.
  • oleanolic acid should still look more like a comparatively terminal oxidized product than a propagating electrophile.

The Rowan jobs are submitted but still mostly sitting in queue, so I don’t have the final numeric comparison yet.

Workflow IDs:

  • 7-ketocholesterol pKa: 1d3f42ff-c430-44dc-9d0b-75ba639b2207
  • 7-ketocholesterol descriptors: 3148ca6f-e087-423c-88b4-3f5d23065ed6
  • 7-ketocholesterol Fukui: 6bf1a0d6-faa5-4470-9db8-1bcdf5f4d18b
  • Oleanolic acid pKa repeat: 04458ece-cce0-4843-b362-7ce28a5f6ce2
  • Oleanolic acid descriptors repeat: ba4b83c6-7866-4f94-8cab-5d3c975f6846
  • Oleanolic acid Fukui repeat: 4073491c-7d54-4183-adeb-19c6922f3a61

If you want, I can check these again after they finish and give you a clean three-way ranking: 4-HNE vs 7-ketocholesterol vs oleanolic acid.

You’re looking at three things mashed together: a lab notebook, a software bug report, and a mechanistic detective story. The chemistry question underneath all of it is simple enough, because apparently the universe enjoys hiding simple questions under UUID confetti: when dopamine gets oxidized, does TEMPOL directly bond to the quinone as a trap, or does it mostly hang around and manage electron/radical chemistry nearby? The final answer in the log leans much more toward the second option.

First, the clutter. The long strings like 8f209c14-... are just Rowan job IDs. “Worked for 7m 54s” is the prior agent’s runtime. “1 file changed” and the Python filenames are bookkeeping about scripts used to launch jobs. They are useful for reproducibility, but they are not chemistry conclusions. The notes about Rowan MCP/backend bugs mean the software interface had trouble handling radicals, especially from SMILES input, so part of the workflow had to bypass that and specify charge and spin more explicitly. There was also a schema typo in the redox tool. Glorious, ordinary software. Aminochrome appears only as a suggested future target, not as a completed result in this log.

The first phase was about the isolated radical species. TEMPOL, dopamine semiquinone, and protonated dopamine semiquinone were each tested for spin state and redox behavior. “Semiquinone” here means the half-oxidized radical intermediate between dopamine and the fully oxidized quinone. “Protonated semiquinone” is that same radical with an extra proton attached. All of them strongly favored the doublet state over quartet, which is chemistry’s way of saying the normal one-unpaired-electron radical picture is the right one and the higher-spin alternative is not competitive. The energy preferences were big, tens to over a hundred kcal/mol, so that part is pretty solid. The protonated runs initially stopped, but once Rowan credits were refilled they completed, which means the earlier STOPPED status was almost certainly a quota/interruption problem, not evidence that the molecule itself was impossible.

Then comes the redox comparison, which is where the first real mechanistic story shows up. TEMPOL behaved like a stable, buffered, persistent nitroxide radical. Dopamine semiquinone, and especially the protonated semiquinone, behaved like the more redox-labile partners. In plainer English: TEMPOL looks more like a recyclable radical/redox helper, while the dopamine-derived species look more like the fragile, reactive things being handled. That is why the memo keeps saying TEMPOL looks like a redox mediator rather than a direct quinone trap. Another way to say it is that TEMPOL looks less like molecular flypaper and more like a traffic cop for the ugly electron-transfer part of dopamine oxidation. The log’s interim conclusion was that the semiquinone stage is the most plausible place where TEMPOL matters.

But to be fair to the opposite hypothesis, the workflow then tried to force-test direct covalent trapping anyway. That is what the Fukui, TS, IRC, and scan jobs were about. The logic was: isolated-species redox data can suggest a mechanism, but they do not prove whether TEMPOL can or cannot actually cross a barrier and form a bond to dopamine o-quinone. So the software first ranked likely attack sites on dopamine o-quinone using a Fukui index calculation, which identified two quinone carbons, C11 and C10, as the top candidates. Then it tried transition-state searches for TEMPOL addition at those sites. Rowan’s default engine crashed on the open-shell jobs with a backend error, so those failures are not chemistry evidence. The fallback xTB workflow was then used instead.

For C11, the story never got to a clean validation. A distance scan showed a shallow minimum around 2.35 Å, and pushing TEMPOL closer became uphill. That means the system seems comfortable in a loose approach complex, but not eager to collapse into a bond. TS candidates could be generated, but the IRC kept failing with “more than one imaginary mode,” which means the structure was not a proper clean first-order transition state. So C11 stayed in the “plausible idea, not validated mechanism” bucket.

For C10, the plot briefly looked more exciting. A scan, then TS search, then IRC all returned COMPLETED_OK, and the mid-log interpretation said this might be the first fully validated direct TEMPOL addition route. But then came the actually important part: someone checked the geometries instead of worshipping the green status labels. The supposed forming TEMPOL O to quinone C10 distance was about 3.09 Å in the TS and in both IRC endpoints. That is not a covalent bond. The compressed “product guess” had been 1.90 Å, but the pathway relaxed away from that and stayed nonbonded. The closest contact was actually to a hydrogen, not the quinone carbon. So the later memo correctly walks back the earlier optimism: the C10 path validated an encounter complex / pre-reactive arrangement, not a real O-C bond-forming addition product.

So the final scientific takeaway is this: the log does not provide a validated direct covalent TEMPOL-addition mechanism to dopamine o-quinone. What it does support is a weaker, nonbonded, redox-proximal interaction. In other words, TEMPOL can approach and interact with the oxidized dopamine system, but these calculations did not show it actually snapping on as a stable quinone-trapping adduct. That keeps the best-supported picture as “TEMPOL helps manage radical/redox chemistry near semiquinone or related encounter states,” not “TEMPOL directly captures dopamine quinone by straightforward O-addition.” The suggestion at the very end follows from that: stop forcing only O-addition, and instead test hydrogen-transfer or electron-transfer-coupled encounter pathways.

Tiny jargon decoder, since chemistry likes to cosplay as a locked filing cabinet: a radical is a species with an unpaired electron; open-shell means the same basic thing. A doublet is the ordinary one-unpaired-electron radical state. A quartet is a higher-spin alternative. Redox potentials tell you how easily something gains or loses electrons. A transition state (TS) is the top of the barrier for one elementary reaction step. An IRC checks whether that TS really connects the intended starting structure to the intended product. A Fukui index is a reactivity map for likely attack sites. A scan is a calculation where you force one bond distance shorter or longer and watch the energy respond. xTB is a cheaper, lower-level computational method, useful for screening but not the last word on truth.

So the cleanest one-line summary is: the early isolated-molecule calculations supported TEMPOL as a redox mediator, and the later mechanistic tests failed to turn direct covalent trapping into a real validated pathway. The last memo in the file is the one to trust.