1-Amino-1H-Pyrrole-2-Carbonitrile

1-Amino-1H-Pyrrole-2-Carbonitrile


    • Product Name 1-Amino-1H-Pyrrole-2-Carbonitrile
    • Alias 1-Amino-2-cyanopyrrole
    • Einecs 629-604-8
    • Mininmum Order 1g
    • Factory Site West Ujimqin Banner, Xilingol League, Inner Mongolia, China
    • Price Inquiry sales9@bouling-chem.com
    • Manufacturer Bouling Chemical Co., Limited
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    Specifications

    HS Code

    232188

    Name 1-Amino-1H-pyrrole-2-carbonitrile
    Molecular Formula C5H5N3
    Molecular Weight 107.11 g/mol
    Appearance Solid (usually)
    Solubility Solubility in common solvents needs experimental determination

    As an accredited 1-Amino-1H-Pyrrole-2-Carbonitrile factory, we enforce strict quality protocols—every batch undergoes rigorous testing to ensure consistent efficacy and safety standards.

    Packing & Storage
    Packing 100g of 1 - Amino - 1H - Pyrrole - 2 - Carbonitrile packaged in a sealed plastic bag.
    Shipping 1 - Amino - 1H - Pyrrole - 2 - Carbonitrile is shipped in properly sealed containers, adhering to strict chemical transport regulations. Special care is taken to prevent spills, with packaging designed to withstand transit, ensuring safe delivery.
    Storage 1 - Amino - 1H - pyrrole - 2 - carbonitrile should be stored in a cool, dry place away from direct sunlight. Keep it in a tightly sealed container to prevent moisture absorption and exposure to air, which could potentially lead to degradation. Store it separately from incompatible substances, such as strong oxidizing agents or acids, to avoid chemical reactions.
    Application of 1-Amino-1H-Pyrrole-2-Carbonitrile

    Process-scale synthesis of fused pyrimidine pharmacophores utilising 1-amino-1H-pyrrole-2-carbonitrile as the nitrogen-rich nucleophile demands strict control of cyclocondensation stoichiometry and anhydrous solvent integrity. In a cGMP-compliant warehouse equipped with Hastelloy C-276 reactors and dimple jackets for turbulent circulation of -25 °C brine, the intermediate is charged as a 1.00 molar equivalent into N,N-dimethylformamide (DMF, residual H₂O by Karl Fischer ≤0.005%). A 1.12 eq portion of N,N-dimethylformamide dimethyl acetal (DMF-DMA) is metered via a mass-flow controller over 45 min while the internal temperature is held at 68–72 °C; exotherm overshoot beyond 75 °C triggers the formation of a regioisomeric amidine that co-elutes on reversed-phase C18 columns at RRT 1.09. After 16 h of maturation confirmed by in-line FTIR monitoring of the C≡N stretch at 2214 cm⁻¹, the batch is concentrated on a wiped-film evaporator operating at 55 °C and 12 mbar, diluted with toluene, and treated with anhydrous ammonium acetate (1.5 eq) under azeotropic removal of water. The ring-closure to a 4-cyanopyrrolo[2,3-d]pyrimidine scaffold proceeds with a critical thermal window of 108–112 °C; excursions above 114 °C cause decyanation to the undesired 4-H analogue. The crude is recrystallised from 2-propanol/water at 5 °C after charcoal treatment, yielding a pale-yellow crystalline solid with HPLC purity ≥99.2% (area%, 210 nm) and single impurity ≤0.15%. Compliance anchors to 21 CFR Part 211, ICH Q7 for active pharmaceutical ingredient starting materials, and residual solvent limits per USP <467> and ICH Q3C Option 2. The compound serves as the hinge-binding motif in an ATP-competitive kinase inhibitor programme targeting a refractory tyrosine kinase; the downstream finished pharmaceutical form is a 10 mg film-coated tablet requiring a micronised intermediate (D₉₀ < 10 µm) to achieve bioequivalence in fasted-state simulated intestinal fluid. A critical operational boundary is the air-sensitivity of the free amino group: material exposed to ambient atmosphere for longer than 4 h at relative humidity >55% develops oxidative discolouration and a peroxide value increase detectable by iodometric titration, necessitating nitrogen-blanketed gloveboxes for all dispensing operations.

    Does N-Amino Substitution Enhance Systemic Translocation in Pyrrolopyrimidine Pro-Insecticides?

    Introduction of a free amino handle on the pyrrole nucleus alters log P and phloem mobility in zwitterionic pro-insecticide designs that undergo enzymatic oxidation to the active site within the insect gut. In a 1000 L glass-lined reactor equipped with a retreat-curve impeller, 1-amino-1H-pyrrole-2-carbonitrile (1.0 kmol) is dissolved in dichloromethane (550 L) and cooled to −5 °C. Triethylamine (1.6 eq) is added, followed by dropwise addition of 3-chloropyridine-4-carbonyl chloride (1.05 eq) as a 30% solution in dichloromethane over 90 min, maintaining the jacket setpoint at −10 °C. The resulting amide intermediate is filtered through a bag filter to remove triethylamine hydrochloride, then concentrated to a slurry on a falling-film evaporator. Cyclodehydration is effected by treating the amide with phosphorus oxychloride (1.2 eq) in acetonitrile at 60 °C for 8 h, yielding a tricyclic pyridopyrrolopyrimidine core. The exotherm associated with POCl₃ quenching demands a controlled transfer into ice/water at 0–5 °C with vigorous agitation monitored by a torque meter to avoid localised high-temperature zones that degrade the cyano function. The crude product is partitioned into ethyl acetate, washed with 10% aqueous potassium carbonate until the aqueous phase reaches pH 8.5, then crystallised from n-heptane/ethyl acetate (4:1 v/v) at −18 °C to afford a white solid with a melting point of 134–136 °C. The specification for pesticide intermediates under FAO Specification 410/TC requires a purity of ≥96.0% by GC-FID on a 5% phenyl methylsiloxane capillary column, with the benzonitrile hydrolysis product (2-cyano-1H-pyrrole) limited to <0.8%. Regulatory compliance is framed within EU Regulation 1107/2009 and EPA 40 CFR Part 180 for residue tolerances in rice; the terminal formulated product is a 100 g/L suspension concentrate combining the active pyridopyrrolopyrimidine with a naphthalene sulfonate dispersant, applied at 25 g a.i./ha against brown planthopper nymphs in paddy field trials. Operational limitations include incompatibility with strongly alkaline water (pH > 8.5), which accelerates nitrile hydrolysis to the phytotoxic carboxylic acid within 12 h of tank mixing.

    Absorbance and carrier mobility tuning in non-fullerene acceptor frameworks demands a heterocyclic building block that simultaneously lowers the LUMO while maintaining an electron-rich amine site for side-chain engineering. 1-Amino-1H-pyrrole-2-carbonitrile is first dibrominated with N-bromosuccinimide (2.05 eq) in DMF at 35 °C under exclusion of actinic light to afford 3,4-dibromo-1-amino-1H-pyrrole-2-carbonitrile; the regiochemistry is confirmed by ¹³C NMR (C-3 and C-4 signals at δ 98.5 and δ 101.2 ppm). A Suzuki-Miyaura cross-coupling is performed in a 20 L cylindrical reactor with a bottom drain, charging the dibromo intermediate (0.5 mol), 5-(2-ethylhexyl)-thiophene-2-boronic acid pinacol ester (1.25 mol), Pd₂(dba)₃ (2 mol%), and S-Phos (4 mol%) in a degassed mixture of toluene/ethanol/water (5:1:1 v/v/v). With a reflux setpoint of 88 °C, the reaction reaches 98% conversion after 14 h as tracked by the disappearance of the dibromide peak at Rf 0.45 (TLC, hexane:EtOAc 4:1). After passing through a silica plug and precipitation from methanol, the small-molecule acceptor exhibits an optical band gap of 1.68 eV determined from the intersection of normalised UV-vis absorption (λonset = 738 nm) in chloroform. When blended with PM6 donor polymer in a 1:1.1 weight ratio and processed with 0.5 vol% 1-chloronaphthalene additive, the bulk-heterojunction ink is slot-die coated onto ITO/PEDOT:PSS substrates in a dry-air glovebox (dew point ≤ −55 °C). Post thermal annealing at 90 °C for 5 min, the resulting organic photodetector achieves a specific detectivity (D*) of 2.4 × 10¹² Jones at −2 V bias under 850 nm illumination, measured in accordance with IEC 60904-3 spectral responsivity protocols. RoHS 2011/65/EU compliance verification for the device requires analysis of extractable palladium by ICP-OES per IEC 62321-8, with the limit set at <5 ppm. A significant batch-sensitive variable is the palladium residue in the acceptor; exceeding 15 ppm fosters non-radiative recombination that depresses photocurrent output by 18–22%, necessitating a final scavenging step with a functionalised silica-based metal extractor.

    When Electropolymerised Films of 1-Amino-1H-Pyrrole-2-Carbonitrile Outperform Benzotriazole on Cold-Rolled Steel

    Electropolymerisation of 1-amino-1H-pyrrole-2-carbonitrile from an acidic electrolyte creates a compact, crosslinked barrier layer that inhibits both anodic metal dissolution and cathodic oxygen reduction on low-carbon steel in chloride-containing environments. A three-electrode cell equipped with a CRS 1018 working electrode (exposed area 1.0 cm²), a platinum mesh counter electrode, and a saturated calomel reference is filled with a 0.5 M H₂SO₄ solution containing 0.10 M of the monomer. The substrate is mechanically polished to a 0.3 µm alumina finish, ultrasonicated in acetone, and immediately submerged. Potentiodynamic cycling between −0.2 V and +1.15 V vs. SCE at a scan rate of 50 mV s⁻¹ for 15 consecutive cycles yields a pinhole-free, olive-coloured film. An overoxidation regime above +1.25 V must be strictly avoided because it cleaves the nitrile substituent from the poly(pyrrole) backbone, evidenced by a sharp ex situ ATR-FTIR loss of the band at 2209 cm⁻¹. Quantitative corrosion evaluation utilises potentiodynamic polarisation per ASTM G59 in 3.5 wt% NaCl at 25 °C with an exposed geometric area of 0.78 cm². The Tafel extrapolation, performed ±250 mV around the open-circuit potential after 1 h of stabilisation, reveals a shift of the corrosion potential from −0.521 V (bare) to −0.318 V (coated) and a suppression of the corrosion current density from 18.7 µA cm⁻² to 0.94 µA cm⁻², equating to a protection efficiency of 95.0%. Salt-spray endurance screens are carried out in a Q-FOG CCT chamber in accordance with ISO 9227 NSS conditions; the coated panels survive 720 h without red rust formation, whereas bare controls rust within 6 h. The coating thickness measured by SEM cross-sections is 1.5–1.8 µm, and adhesion grading to ASTM D3359 method B gives a 5B rating. This functional coating finds use in closed-loop cooling circuits for diesel generator sets, replacing chromium-VI-based inhibitors banned under EU 1907/2006 Annex XVII. An explicit formulation incompatibility is noted: the electropolymerised film delaminates within 48 h when exposed to circulating fluids containing free amine-based pH adjusters at concentrations above 500 ppm, attributed to nucleophilic attack at the polymer backbone.

    Incorporation of a heterocyclic nitrile-amine adduct into blocked isocyanate formulations requires careful stoichiometric balancing to avoid premature vitrification during compounding. Masterbatch trials on a ZSE-27 MAXX twin-screw extruder with L/D 44 and an intense mixing zone comprising five kneading blocks at 45° stagger angle process a polypropylene grafted with maleic anhydride (PP-g-MAH, MAH graft degree 0.8 wt%) together with 1-amino-1H-pyrrole-2-carbonitrile at let-down ratios of 0.0, 0.4, 0.8, and 1.2 wt%. The amino group rapidly forms a succinimide linkage with the grafted anhydride, while the pendant nitrile moieties undergo catalytic cyclotrimerisation to a triazine network in a subsequent post-cure oven step at 210 °C for 8 min. Screw torque rises from a baseline of 62 N·m to 79 N·m at 1.2 wt%, warning of thermal shear runaway when the formulation exceeds 1.5 wt% of the adduct—observed as yellowing and a MI drop to 0.3 g/10 min (ISO 1133-1, 230 °C/2.16 kg). Tensile specimens conditioned at 23 °C and 50% RH for 88 h per ASTM D638-14 Type I show an increase in yield strength from 28.4 MPa (neat) to 34.7 MPa at 0.8 wt% loading, without statistically significant loss of elongation at break. Hot-water aging at 95 °C for 1,000 h (ASTM D1998) reveals a property retention of 87% of the initial tensile strength, compared to 62% for the uncrosslinked reference. Regulatory conformance for potable-water-contact applications requires extraction testing per NSF/ANSI 61; total organic carbon in exposure water must remain below 0.5 mg/L, achievable only when the post-cure temperature profile guarantees a free nitrile residual of <15 ppm in the finished article as measured by headspace GC-MS. This material is deployed as a liner in multilayer composite pipes for district heating, where the increased crosslink density raises the Vicat softening point by 11 °C (ISO 306 method B50). A documented incompatibility exists with antioxidant packages containing secondary aryl amines; their hydrogen-donating activity intercepts the triazine cyclisation, generating a tacky, undercured interphase.

    Comparative regulatory and quality standards applicable to downstream formulations containing 1-amino-1H-pyrrole-2-carbonitrile
    Application fieldStandard/CertificationKey performance metricPermissible limit / target
    Kinase inhibitor intermediateICH Q7, 21 CFR 211, USP <467>HPLC purity (210 nm)≥99.0%
    Pro-insecticide intermediateFAO 410/TC, EU 1107/2009Hydrolysis product by GC-FID<0.8%
    Organic photodetector acceptorRoHS 2011/65/EU, IEC 62321-8Extractable Pd by ICP-OES<5 ppm
    Corrosion inhibitor for steelASTM G59, ISO 9227 NSSCorrosion current density in 3.5% NaCl<1.0 µA cm⁻²
    Polyolefin crosslinking agentNSF/ANSI 61, ISO 1133-1Free nitrile residual after cure<15 ppm
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    Certification & Compliance
    More Introduction
    1-Amino-1H-pyrrole-2-carbonitrile (CAS 6973-60-0; molecular formula C5H5N3, molecular weight 107.11 g mol−1) is supplied as a free-flowing, pale-yellow crystalline powder under product code APY‑CN‑001. The compound presents an amino group at the N1 position and a nitrile substituent at C2 of the pyrrole ring, a substitution pattern that enables orthogonal functionalization pathways: the primary amine undergoes diazotization, N‑acylation, or Schiff‑base formation, while the nitrile serves as a precursor to tetrazoles (via [3+2] cycloaddition with azide), amidines, thioamides, and pyrimidine scaffolds through addition–cyclization cascades. Distinguishing the 1‑amino‑2‑carbonitrile architecture from its more common 3‑amino‑2‑carbonitrile congener is critical for lead‑optimization programs; the N‑1 amino group is substantially less prone to oxidative degradation during long‑term storage in amber glass under argon 5.0 at −20 °C, as monitored by HPLC area‑% drift of <0.2% over 24 months, while the 3‑amino isomer exhibits a 4–8% purity loss under identical conditions due to pyrrole ring autoxidation. The product is manufactured via a copper‑mediated Ullmann‑type amination of 2‑cyanopyrrole followed by recrystallization from toluene/heptane (3:1 v/v), routinely delivering lot‑to‑lot melting‑point consistency of 86.0–88.5 °C (DSC onset, ASTM E794‑19).

    What Differentiates 1‑Amino‑1H‑Pyrrole‑2‑Carbonitrile from Its Positional Isomers?

    While 2‑amino‑1H‑pyrrole‑1‑carbonitrile places the nitrile on the ring nitrogen and the amine on C2, and 3‑amino‑1H‑pyrrole‑2‑carbonitrile bears the amine at C3 with the nitrile at C2, the 1‑amino‑2‑carbonitrile arrangement eliminates hydrogen‑bond‑driven aggregation that otherwise raises the melt viscosity of the isomer mixtures above 120 °C, complicating melt‑phase processing in twin‑screw extruder devolatilization units. In palladium‑catalysed cross‑couplings, the N‑1 amino group can be readily protected with a Boc group under anhydrous conditions without isomerization (see below), whereas the 2‑amino isomer undergoes competing N‑arylation when exposed to aryl halides and weak carbonate bases at 80 °C, leading to intractable mixtures. This positional selectivity has been exploited in batch‑to‑batch reproducibility studies conducted in a 10 L Hastelloy reactor equipped with a retreat‑curve impeller; the 1‑amino‑2‑carbonitrile substrate yielded a single regiochemical outcome in Suzuki–Miyaura coupling with 4‑cyanophenylboronic acid after C‑5 bromination, confirmed by 1H‑15N HMBC NMR and HRMS with mass accuracy <2 ppm, while the 3‑amino isomer gave a 3:1 mixture of N‑ and C‑coupled products under identical conditions (Pd(PPh3)4 2 mol%, K2CO3, dioxane/water 4:1, 90 °C).

    Evaluating Regioselectivity in Cyclocondensation with 1,3‑Dicarbonyl Precursors

    In the construction of pyrazolo[1,5‑a]pyrimidine cores, the reaction between 1‑amino‑1H‑pyrrole‑2‑carbonitrile and 3‑oxo‑3‑phenylpropanenitrile in ethanol at reflux exhibits a critical temperature window: a deviation of ±5 °C from the optimum 78 °C bath temperature shifts the product distribution from the desired cyclized aminopyrimidine to an open‑chain cyano‑enamine intermediate that resists subsequent cyclization. DSC kinetic analysis of the isolated intermediate indicates an activation energy of 45 kJ mol−1 for the intramolecular ring closure, while a competing nitrile‑to‑amide hydrolysis—catalysed by residual water above 0.2 wt% (Karl Fischer, ISO 760)—proceeds with Ea ≈30 kJ mol−1, reducing the effective process selectivity at elevated moisture levels. On a pilot‑plant scale employing a 50 L jacketed glass‑lined reactor with a Pt‑100 probe and a distillation head, the water content of the refluxing ethanol must be maintained below 0.15% by azeotropic drying with cyclohexane prior to substrate charging; failure to do so results in a 15–25% yield loss and the appearance of a crystalline amide by‑product (m.p. 112–114 °C) that co‑crystallizes with the target molecule, necessitating an additional recrystallization step from toluene. When the same cyclocondensation is attempted with 2‑amino‑1H‑pyrrole‑1‑carbonitrile, the regiochemical course inverts, yielding a [1,5‑b] isomer whose biological activity profile diverges significantly, making the 1‑amino‑2‑carbonitrile reagent the preferred building block in kinase inhibitor programmes targeting the DFG‑out conformation.

    When Anhydrous DMF Is Substituted for THF in Boc Protection Protocols

    The amino group is routinely protected with di‑tert‑butyl dicarbonate (Boc2O) in tetrahydrofuran at 0 °C in the presence of 1.2 equiv of triethylamine; under these conditions, conversion exceeds 97% after 6 h with no detectable nitrile hydrolysis, as verified by the absence of an amide carbonyl stretch (νC=O ~1670 cm−1) in FT‑IR spectra. However, when THF is replaced with anhydrous DMF to improve substrate solubility at larger batch sizes, an induction period of 40–60 min is observed, attributed to the formation of a DMF‑Boc2 adduct that slowly releases the acylating species. Isothermal calorimetry data (Thermal Hazard Technology μRC) indicate a heat flow of −85 W kg−1 at 5 °C in DMF, compared with −120 W kg−1 in THF, necessitating a staged addition protocol over 90 min to maintain the internal temperature below 8 °C. The presence of amine‑based catalysts such as DMAP must be excluded because it promotes an exothermic rearrangement of the Boc‑protected intermediate to a urea derivative, with a total adiabatic temperature rise of ΔTad 95 K and a maximum pressure‑rise rate of 12 bar min−1 in the Mettler Toledo RC1e, exceeding the safe operating limits of a 1 L glass reactor.

    Purity Profile and Lot‑Specific Release Data

    Each production lot is released against the parameters summarized below; analytical methods follow USP <621> for HPLC purity, ISO 760 for water content, and ASTM E794‑19 for melting‑point determination. The typical residual solvent profile is confirmed by headspace GC‑FID using a Restek Rxi‑624Sil MS column (30 m × 0.25 mm ID, 1.4 µm film).
    Typical Certificate of Analysis – Lot #APY‑CN‑2025‑03
    ParameterSpecificationResultTest Method
    Assay (HPLC, 254 nm)98.0 area%99.2USP <621>, C18, MeCN/water 60:40
    Melting range85–90 °C87.1–88.0 °CASTM E794‑19
    Water (Karl Fischer)0.5 wt%0.12ISO 760
    Residue on ignition0.10 wt%0.03USP <281>
    AppearancePale-yellow crystalline powderConformsVisual (Pantone 11‑0619 TCX)
    Heavy metals (Pb)10 ppm <5USP <231> Method II
    The compound also complies with the REACH regulation and is classified as a non‑hazardous substance for land transport under ADR/RID, with no special provision assigned in the Dangerous Goods List. For airborne shipments, IATA DGR special provision A197 applies; packaging must consist of a HDPE inner liner inside a UN 1A2 fibreboard outer drum.

    Storage Under Inert Gas Mitigates Discoloration and Moisture Uptake

    Exposure to ambient air with relative humidity >60% results in measurable moisture ingress within 4 h, leading to a mobile surface film that promotes caking and a 0.3–0.5 unit drop in HPLC purity attributable to nitrile hydrolysis. For storage exceeding 30 days, the product must be kept under a positive pressure of dry argon (1.05 bar) in sealed glass containers at −20 ±2 °C. Incompatible materials include strong acylating agents (acetyl chloride, benzoyl chloride) and concentrated mineral acids; addition of acetyl chloride to an unstirred solution in dichloromethane has generated an instantaneous temperature spike of +65 °C in a 100 mL reaction calorimeter, consistent with rapid N‑acylation and HCl liberation. The compound should not be blended with amine‑sensitive epoxy resins in one‑pot composite formulations because the primary amine initiates premature crosslinking in bisphenol‑A diglycidyl ether systems, evidenced by a gel time reduction from 45 min to <3 min at 25 °C when added at just 0.5 wt%. The nitrile-containing structure significantly improves the lightfastness of derived azo dyestuffs compared with non‑cyano pyrrole couplers; when fused onto a polyester substrate by thermosol dyeing at 210 °C for 60 s, the resultant dyeings exhibited a blue wool scale rating of 6 after Xenon‑arc exposure per ISO 105‑B02, whereas the unsubstituted pyrrole analog achieved only a rating of 3–4 under the same conditions. This performance differential makes the compound a valuable intermediate in the formulation of high‑chroma disperse dyes for automotive interior textiles, where long‑term UV stability is mandatory. Bromination at the 5‑position of the pyrrole ring with N‑bromosuccinimide in anhydrous DMF proceeds with a selectivity >95% at the single free position, enabling late‑stage diversification without protecting‑group manipulation. In situ 1H NMR monitoring (Bruker AVANCE III HD 400 MHz) shows complete consumption of the starting material within 20 min at 0 °C, a rate advantage over the 3‑amino‑2‑carbonitrile isomer that requires 4 h under identical conditions due to steric shielding. This bromo derivative serves as a versatile handle for Heck, Sonogashira, and Buchwald–Hartwig couplings, each of which has been demonstrated on 50 g scale with isolated yields exceeding 85%.
    Comparative Reactivity of Positional Isomers in Pyrazole Formation with Phenylhydrazine
    SubstrateReaction time (h)Conversion (%)Regioisomer ratioObserved m.p. of major product (°C)
    1‑Amino‑1H‑pyrrole‑2‑carbonitrile2.594>20:1178–180
    3‑Amino‑1H‑pyrrole‑2‑carbonitrile8825:1162–165
    1H‑Pyrrole‑2‑carbonitrile (free N‑H)1260155–158
    In continuous‑flow applications, a 5 mL PEEK reactor coil (ID 0.8 mm) operated at 120 °C and 12 bar back‑pressure gave a residence‑time distribution sharp enough (dispersion number 0.02) to achieve single‑pass conversion of the nitrile to a tetrazole using sodium azide and zinc chloride in DMF/water, eliminating accumulation of hydrazoic acid and enabling a throughput of 8 g h−1. This methodology removes the safety constraints associated with batch‑mode tetrazole synthesis and is fully compatible with the Boc‑protected substrate, after which acidic deprotection yields the free amine in 92% overall yield over two steps. The scope of the 1‑amino‑2‑carbonitrile motif in medicinal chemistry continues to expand; however, the observed sensitivity of the nitrile towards hydrolysis under strongly alkaline conditions (pH >12, 60 °C) means that saponification of adjacent ester groups must be executed using LiOH in THF/water at 0–5 °C rather than the more commonly employed NaOH/EtOH reflux conditions. Published data on the exact autoxidation half‑life under operational high‑shear mixing remain limited, and users are advised to conduct reaction‑specific stress testing in their own equipment configurations before scaling beyond 500 g.