Paper page

Original: publisher page

Francesco Tres, Maria M. Posada, Stephen D. Hall, Michael A. Mohutsky, Lynne S. Taylor* · International Journal of Pharmaceutics (accepted manuscript, IJP 17381) (2018)

Mechanistic Understanding of the Phase Behavior of Supersaturated Solutions of Poorly Water-Soluble Drugs

The fluorescence lifetime of the probe PRODAN rises when a drug-rich phase forms and falls back when that phase crystallizes; with it the authors show that ritonavir and lopinavir dispersions in Kollidon VA64 form a drug-rich phase on dissolution at 10% but not at 50% drug loading, and that without polymer lopinavir's drug-rich phase crystallizes while ritonavir's persists.

Abbreviations

ASD amorphous solid dispersion; DL drug loading (% w/w drug in the ASD); LLPS liquid-liquid phase separation; PRODAN 6-propionyl-2-dimethylaminonaphthalene (polarity-sensitive fluorescent probe); KVA64 Kollidon VA64, vinylpyrrolidone-vinyl acetate copolymer; HPMC-AS hydroxypropyl methylcellulose acetate succinate; I1/I2 ratio of the PRODAN emission peak at 445 or 450 nm (I1) to that at 520 nm (I2); τ2 longer lifetime component of the bi-exponential fit; NTA nanoparticle tracking analysis; XRPD X-ray powder diffraction; IRF instrument response function.

Story. Why they did it → how → what they found → how it fits together → what is left. Each part opens with the short version; "More detail" under it gives the full account. Grey ids open the evidence behind a sentence.

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Question

Can the fluorescence lifetime of a polarity-sensitive probe show whether a supersaturated drug solution, made by solvent addition or by dissolving an ASD, has formed a drug-rich phase, and whether that phase later crystallizes?

Short answer

Yes, for these two drugs. The PRODAN lifetime rose above the LLPS onset (to 1.34 and 1.22 ns from about 1 ns), rose during dissolution only of the 10% DL dispersions, and fell back towards the probe-alone value (1.06 against 1.00 ns) when lopinavir's drug-rich phase was read as crystallizing; extinction, ultracentrifuged concentrations and particle tracking agreed, but the crystals were not checked by another method. ·······

Conclusion

For ritonavir and lopinavir in 100 mM pH 7.4 phosphate buffer at 24 °C, only the 10% w/w drug-loading Kollidon VA64 dispersions dissolved above the amorphous solubility and produced a drug-rich phase, seen as a higher PRODAN lifetime, strong extinction, supernatant concentrations at the amorphous solubility and submicron particles, while the 50% dispersions stayed below the amorphous solubility. ······ The authors attribute the difference to dissolution controlled by the hydrophilic polymer at low loading ("clearly polymer-controlled") and by the poorly soluble drug at high loading ("pointing to" drug control); release rates were not measured and only two loadings were tested. ·· The lifetime rise is "attributed" to the lipophilic probe moving into the less polar drug-rich phase, a partitioning step that was not measured directly. · In supersaturated solutions without polymer the lopinavir lifetime returned to near the probe-alone value after a 94 min induction period, read as crystallization of the drug-rich phase, while ritonavir's stayed high for about 213 min; the solid formed was not examined. ·· The authors conclude that the study "shows the utility" of the lifetime for telling an amorphous from a crystalline precipitate.

01Why this study

Known 1Above the amorphous solubility, drug separates as a liquid phase

A solution supersaturated beyond the amorphous solubility forms a dispersed, non-crystalline drug-rich phase by LLPS, which the word "precipitation" does not tell apart from crystals.

Ilevbare 2013, ref 18; Veesler 2003, ref 49 ·

Known 2The drug-rich phase can help; crystals cannot

The drug-rich phase can act as a reservoir that sustains membrane transport, while crystals use up the supersaturation.

Indulkar 2016, ref 20; Raina 2014, ref 35

Known 3Polymer and drug loading decide whether an ASD reaches LLPS

Jackson 2016, ref 21 ·

Known 4The lifetime of PRODAN can detect the drug-rich phase

It rose above LLPS of clotrimazole and efavirenz in the group's earlier solvent-shift work.

Tres 2018, ref 44

Gap → this paperCan the lifetime follow LLPS and crystallization during ASD dissolution, where amorphous and crystalline precipitates are hard to tell apart?
More detail

The paper cites by author and year; "ref N" below is the position of the entry in the printed, unnumbered reference list (p.19-25).

What was already known.

  • ASDs create supersaturation that can be lost. About 75% of new drug candidates are poorly soluble; ASDs raise apparent solubility and bioavailability because the amorphous form has a higher free energy, but the same energy drives crystallization from the solid or from solution, which is why a polymer is added. (Di 2012, ref 15; Hancock and Parks 2000, ref 16; Alonzo 2011, ref 3; Konno 2008, ref 22) ·
  • "Precipitation" hides two different events. It covers both a disordered drug-rich phase and crystals. LLPS happens when the drug concentration passes the miscibility limit with water, which is the predicted amorphous solubility; the two coexisting phases are a continuous water-rich phase and a dispersed non-crystalline drug-rich phase. (Veesler 2003, ref 49; Warren 2010, ref 50; Almeida e Sousa 2014, ref 2; Ilevbare 2013, ref 18) ·
  • The two outcomes matter differently. Crystals deplete supersaturation; the drug-rich phase can act as a reservoir that replenishes drug transported across a membrane, and drug-rich species "may enhance" bioavailability. (Indulkar 2016, ref 20; Raina 2014, ref 35; Taylor and Zhang 2016, ref 40; Stewart 2017, ref 39) ·
  • Few dissolution studies tracked LLPS. A drug-rich phase forms during ASD dissolution only if the concentration exceeds the amorphous solubility; for danazol, polymer type and drug:polymer ratio decided this, and HPMC-AS kept a 10% DL dispersion supersaturated longer than PVP. Distinguishing amorphous from crystalline precipitation during dissolution is analytically difficult. (Jackson 2016, ref 21) ··
  • Why the lifetime. The fluorescence lifetime is an intrinsic property, largely independent of excitation wavelength, exposure time and probe concentration, but sensitive to polarity, viscosity, temperature and interactions, and so "potentially useful" in turbid solutions. The authors had used it for drug-rich phases of felodipine, clotrimazole and efavirenz made by solvent addition. (Berezin and Achilefu 2010, ref 8; Tres 2018, ref 44) ·
  • The model drugs. Ritonavir and lopinavir are protease inhibitors whose supersaturation had been studied: LLPS by UV extinction above 39 µM (ritonavir) and 28 µM (lopinavir). Kollidon VA64 is the polymer of the commercial ritonavir-lopinavir dispersion Kaletra and forms one-phase amorphous mixtures with both drugs. (Ilevbare 2013, ref 18; Trasi and Taylor 2015a, ref 41; Breitenbach 2006, ref 12; Purohit and Taylor 2017, ref 32; Trasi and Taylor 2015b, ref 42) ···
  • Cross-checks were established. Steady-state emission of environment-sensitive probes, UV extinction and concentration, nanoparticle tracking and ultracentrifugation had all been used for LLPS before. (Raina 2015, ref 34; Indulkar 2015, ref 19; Trasi and Taylor 2015a, ref 41)

What the paper set out to do. Use the PRODAN lifetime to (i) find the LLPS onset of solutions made by solvent addition, (ii) follow LLPS during nonsink dissolution of 10% and 50% w/w drug-loading Kollidon VA64 dispersions, and (iii) follow crystallization of supersaturated solutions, with the other methods as checks. ··

02How they approached it

Two protease inhibitors with known LLPS onsets, each dispersed in Kollidon VA64 at a low (10%) and a high (50%) drug loading; the PRODAN lifetime was followed in three kinds of test and checked against steady-state emission, UV extinction, UV concentration, ultracentrifugation and particle tracking, all in pH 7.4 buffer at 24 °C. ······

Ritonavirprotease inhibitorCited LLPS onset 39 µM; low crystallization tendency; measured in solvent-shift solutions and as 10% and 50% DL dispersions.
Lopinavirprotease inhibitorCited LLPS onset 28 µM; measured in the same tests.
10% DL dispersiondrug:Kollidon VA64 10:90 w/wPolymer-rich; about 800 µg/mL polymer in the medium at full dissolution; measured. ·
50% DL dispersiondrug:Kollidon VA64 50:50 w/wDrug-rich solid; measured. ·
Kollidon VA64vinylpyrrolidone-vinyl acetate copolymerThe dispersion polymer, also predissolved at 800 µg/mL for an amorphous-solubility reference. ·
HPMC-ASMF gradePredissolved at 100 µg/mL to stop crystallization during onset and solubility tests. ·
No polymercrystallization testSupersaturated solutions without HPMC-AS, so that the drug-rich phase can crystallize.

What was done

Experiment

Methanol stock added stepwise to buffer with PRODAN and HPMC-AS→lifetime and emission spectra at each concentration→LLPS onset.··

Experiment

Drug added above the onset with HPMC-AS or Kollidon VA64→ultracentrifugation→amorphous solubility by HPLC.

↓
Experiment

10% and 50% DL dispersions into 50 mL buffer with PRODAN→lifetime and I1/I2 over 60 min.··

Experiment

In situ UV probes→extinction at 450 nm and apparent concentration.

↓
Experiment

End of dissolution→supernatant by HPLC after ultracentrifugation→particle size by NTA→filtrate lifetime for 50% lopinavir.··

↓
Comparison

Supernatant concentrations against the amorphous solubility; lifetimes against the probe-alone value.··

↓
Experiment

Supersaturated solutions without polymer→lifetime and I1/I2 for about 213 min→crystallization of the drug-rich phase.·

More detail

What was done

  1. Dispersions. Ritonavir or lopinavir and Kollidon VA64 (10:90 and 50:50 w/w) were dissolved in ethanol:dichloromethane 30:70, rotary-evaporated at 40 °C, dried overnight under vacuum, ground and sieved (the size limit is printed as "• 250 µm"); XRPD showed no crystalline material (SI, not supplied). ···
  2. LLPS onset by solvent shift. Methanol stock was added in aliquots to 10 mL of 100 mM pH 7.4 sodium phosphate buffer at 24 ± 1 °C with stirring, 0.9 µM PRODAN and 100 µg/mL HPMC-AS; ritonavir was tested at 0-69 µM and lopinavir at 0-56 µM.
  3. Lifetime. Decays were excited by a pulsed 370 nm LED, recorded above ~400 nm, fitted with a bi-exponential model, and reported as the amplitude average lifetime; component tables are in the SI (not supplied). ··
  4. Steady-state emission. Spectra (excitation 370 nm, emission 370-600 nm) gave the ratio I1/I2 of the band at 445 or 450 nm to the band at 520 nm. ·
  5. Dissolution. Enough dispersion was added to 50 mL buffer (24 °C, stirring, 0.9 µM PRODAN, no HPMC-AS) for the theoretical maximum drug concentration to exceed the LLPS onset; lifetime, I1/I2 and in situ UV (drug signal at 240 or 260 nm corrected by the 450 nm signal, extinction at 450 nm) were followed for about 60 min, UV in duplicate. The mass of dispersion added is not printed. ··
  6. End-point checks. Media were ultracentrifuged (209,875 × g, 20 min, 25 °C) and the supernatant assayed by HPLC (duplicate); the same was done for solvent-shift solutions with 100 µg/mL HPMC-AS or 800 µg/mL Kollidon VA64 to give the amorphous solubility. The 10% DL media were filtered (1 µm) and sized by NTA; the 50% lopinavir medium was filtered and its lifetime re-measured. ··
  7. Crystallization. Supersaturated solutions above the amorphous solubility (concentration not printed) were made without HPMC-AS and the lifetime (and, for ritonavir, I1/I2) followed for about 213 min. ·

Key equations

Emission ratio (stated in words, p.8)
I1I2=I(445 or 450 nm)I(520 nm)

The PRODAN band from a non-polar, drug-rich surrounding divided by the band of free PRODAN in water; it rises when the probe enters aggregates and is used as a check on the lifetime.·

Terms used on this page
  • LLPS (liquid-liquid phase separation): a supersaturated solution splitting into a water-rich phase and a dispersed, non-crystalline drug-rich phase.
  • Amorphous solubility: the drug concentration at which LLPS begins; the highest concentration of dissolved drug a solution can hold without forming a drug-rich phase.
  • Fluorescence lifetime: the average time the probe stays excited; for PRODAN it is longer in a less polar surrounding. Average lifetime here is the amplitude-weighted mean of two fitted components; τ2 is the longer component.
  • Extinction at 450 nm: light lost at a wavelength where the drugs do not absorb, so it reports scattering particles.
  • Nonsink conditions: more drug is added than the medium can hold below the amorphous solubility.
  • Polymer-controlled / drug-controlled dissolution: the dispersion dissolves at the rate set by the soluble polymer, or at the slower rate set by the poorly soluble drug.
  • Induction period: the time before crystallization becomes detectable.
Fig. 1: Structures of ritonavir and lopinavir
Fig. 1 · p.27 · Structures of ritonavir and lopinavirShows. the two protease inhibitors, which share a central hydroxy-diamine backbone with two benzyl groups.

03Main findings

1

The probe's lifetime jumps once a drug-rich phase forms

In solvent-shift tests the average lifetime stayed near 1 ns at low drug and rose to 1.34 ns (ritonavir, 69 µM) and 1.22 ns (lopinavir, 51 µM); a second, blue-shifted emission band appeared above 40 and 20 µM. The rise lies between the tested 20 and 40 µM (ritonavir) and 20 and 41 µM (lopinavir), which brackets the cited onsets of 39 and 28 µM. ······

Fig. 2: Lifetime and I1/I2 against drug concentration in solvent-shift tests
Fig. 2 · p.28 · Lifetime and I1/I2 against drug concentration in solvent-shift testsShows. flat near 1 ns at low concentration, rising past the dashed onset (≈39 µM ritonavir, ≈28 µM lopinavir).Read it as. open squares are lifetimes (left axis), red diamonds I1/I2 (right axis).Also supports K1
More detail

For ritonavir the lifetime was ≈1.00, ≈0.98, ≈0.99 and ≈1.03 ns at 0, 5, 10 and 20 µM, then ≈1.13 ns at 40 µM, ≈1.29 ns at 59 µM and 1.34 ns at 69 µM; I1/I2 stayed ≈0.03-0.04 up to 40 µM and rose to ≈0.22 and ≈0.64 at 59 and 69 µM. For lopinavir the lifetime was ≈0.97-1.03 ns from 0 to 20 µM and ≈1.14, ≈1.19, 1.22 and ≈1.22 ns at 41, 46, 51 and 56 µM, with I1/I2 rising from ≈0.05 to ≈1.06; no concentration between 20 and 41 µM was tested. The longer fit component τ2 grew above the threshold (values in the SI). The spectra kept their 520 nm maximum, slowly losing intensity, up to 40 µM ritonavir and 20 µM lopinavir; above that a second band near 445-450 nm grew, to ≈149 a.u. at 69 µM ritonavir and ≈219 a.u. at 56 µM lopinavir. · The authors attribute the longer lifetime to the lipophilic probe sitting in the more hydrophobic drug-rich phase, read the new band the same way ("suggest"), and call both signals "in a good agreement" with the earlier UV-extinction onsets. ···

Fig. 3: PRODAN emission spectra with increasing drug
Fig. 3 · p.29 · PRODAN emission spectra with increasing drugShows. a second band near 440-450 nm appears at 59-69 µM ritonavir and 41-56 µM lopinavir.
2

Only the 10% ritonavir dispersion went past the amorphous solubility

10% DL: lifetime 0.95 → 1.54 ns within 15 min, extinction to ≈0.55, apparent concentration peaking at 96 µM, supernatant 49 µM against an amorphous solubility of 48 µM. 50% DL: lifetime flat (≈1.01-1.06 ns), extinction ≈0.02, 21 µM by UV and 19 µM in the supernatant. ···

Fig. 4: Ritonavir dispersions, 10% against 50% DL
Fig. 4 · p.30 · Ritonavir dispersions, 10% against 50% DLShows. (a) lifetime and I1/I2 rise only for 10%; (b) extinction; (c) apparent concentration above the onset only for 10%; (d) supernatant against amorphous solubility.Also supports K2
More detail

With the 10% DL dispersion the lifetime rose from ≈0.95 ns to ≈1.12 ns at 2 min and 1.54 ns at 15 min and stayed at ≈1.52-1.56 ns to 60 min; I1/I2 was ≈1.39-1.47 from 5 min on. The extinction rose to ≈0.51 by 3 min and held ≈0.55-0.56 to about 26 min (≈0.52 at 59 min). The apparent concentration peaked at 96 µM at 3 min, above the cited onset of 39 µM, and fell to 44 µM at 59 min. After about 60 min the supernatant held 49 µM, against 48 µM for the amorphous solubility measured with Kollidon VA64 and ≈47 µM with HPMC-AS. ··· With the 50% DL dispersion the lifetime stayed at ≈1.01-1.06 ns, I1/I2 at ≈0.00-0.02, the extinction at ≈0.01-0.02, and the apparent concentration climbed slowly to 21 µM; the supernatant held 19 µM. ··· The authors conclude that only the 10% DL dispersion reached LLPS ("These data indicate"), that the supernatant value confirms no crystallization occurred, and that the fall of the UV signal is "likely" an artefact of growing aggregates. ······

3

Lopinavir behaved the same, once a particle artefact was removed

10% DL: lifetime 0.95 → 1.23 ns by 13 min, extinction rising steadily to ≈0.70, supernatant 36 µM against an amorphous solubility of 38 µM. 50% DL: the lifetime also rose (to ≈1.23 ns), but undissolved particles were present and the filtered medium read 1.00 ns against 0.99 ns for probe alone; 15 µM by UV and 18 µM in the supernatant. ·····

Fig. 5: Lopinavir dispersions, 10% against 50% DL
Fig. 5 · p.31 · Lopinavir dispersions, 10% against 50% DLShows. the lifetime rises in both runs (at 50% from undissolved particles); extinction and concentration rise only for 10%; supernatant 36 against 18 µM.Read it as. the UV concentration in panel c is not quantitative (it passes 400 µM).Also supports K2, K4
More detail

With the 10% DL dispersion the lifetime rose to ≈1.10 ns at 2 min and 1.23 ns at 13 min, staying ≈1.19-1.23 ns to 58 min, while I1/I2 climbed from ≈0.58 at 5 min to ≈1.22 at 58 min. The extinction did not level off: ≈0.21 at 10 min, ≈0.45 at 30 min and ≈0.70 at 54 min. The apparent UV concentration rose to ≈466 µM at 54 min, which the authors say is not quantitative because drug-rich nanospecies absorb and scatter. The supernatant held 36 µM, against 38 µM (Kollidon VA64) and ≈37.5 µM (HPMC-AS) for the amorphous solubility. ···· With the 50% DL dispersion the lifetime rose from ≈0.99 ns to ≈1.23 ns by 23 min, but several undissolved particles were visible, the spectra were too noisy for I1/I2, the extinction stayed ≈0.01, the UV concentration reached about 15 µM at 54 min and the supernatant held 18 µM. After 1 µm filtration the lifetime was 1.00 ns, against 0.99 ns for probe alone. ······ The authors attribute the 50% DL lifetime rise to the probe interacting with undissolved particles ("can be attributed"), not to a drug-rich phase. ···

4

The drug-rich phase is submicron, and its size depends on the drug

NTA of the 10% DL media gave a mean size of 696.4 ± 213.6 nm for ritonavir and 294.3 ± 67.7 nm for lopinavir. ·

More detail

Single NTA frames show discrete scattering particles in both media after 1 µm filtration at about 60 min. The authors call these particles amorphous precipitates and note that their size "greatly varies" with the compound, ritonavir's being larger. · Their amorphous nature rests on the supernatant concentrations matching the amorphous solubility, not on a solid-state measurement.

Table 2: Size of the drug-rich phase by NTA
Table 2 · p.26 · Size of the drug-rich phase by NTAShows. 696.4 ± 213.6 nm (ritonavir) and 294.3 ± 67.7 nm (lopinavir), 10% DL media.Also supports K6
Fig. 6: NTA frames of the 10% DL media
Fig. 6 · p.32 · NTA frames of the 10% DL mediaShows. discrete scattering particles in both media.
5

Without polymer, lopinavir's drug-rich phase lost its signal; ritonavir's did not

Lopinavir: lifetime 1.00 → 1.31 ns at 94 min, then down to 1.06 ns by 213 min, near the probe-alone 1.00 ns. Ritonavir: lifetime ≈1.31-1.37 ns from 14 to 212 min. The authors read the lopinavir drop as crystallization. ···

Fig. 7: Lifetime over time in supersaturated solutions without polymer
Fig. 7 · p.33 · Lifetime over time in supersaturated solutions without polymerShows. (a) ritonavir stays high to 212 min; (b) lopinavir peaks at 94 min and falls to 1.06 ns.Also supports K5
More detail

In the lopinavir solution the lifetime was ≈1.24 ns at 22 min, ≈1.28 ns at 61 min and peaked at 1.31 ns at 94 min; it then fell to ≈1.26, ≈1.19 and ≈1.13 ns at 105, 125 and 161 min and to ≈1.05-1.06 ns at 193-213 min. Spectra were too noisy for I1/I2. · In the ritonavir solution the lifetime rose from ≈1.00 to ≈1.28 ns within 3 min and stayed at ≈1.31-1.37 ns; I1/I2 rose from ≈0.06 to ≈1.57-1.64, then fell to ≈1.47 at 131-160 min and ≈1.37 at 198-213 min, which the authors call "approximately constant". ·· The authors attribute the lopinavir drop to the probe being expelled from the drug-rich phase into water as crystals form, and conclude that lopinavir's drug-rich phase was depleted within about 200 min while ritonavir's was preserved. ·· No XRPD, microscopy or concentration measurement of the solid was made, and the supersaturation of these tests is not printed. ·

04Further observations

  • In situ UV concentrations misread once a drug-rich phase forms: the 10% ritonavir signal fell from 96 to 44 µM, and the 10% lopinavir signal climbed to ≈466 µM, far above its supernatant (36 µM). ·····
  • The ultracentrifuged amorphous solubilities (48 and 38 µM) lie 9-10 µM above the cited onsets (39 and 28 µM); HPMC-AS and Kollidon VA64 gave similar values. ····
  • Ritonavir's I1/I2 drifted from ≈1.6 to ≈1.37 over 213 min while its lifetime held. ·
  • Emission spectra were unusable whenever undissolved or crystalline particles were present. ·
More detail
  • UV readings with a drug-rich phase present. For 10% DL ritonavir the apparent concentration peaked at 96 µM (3 min) and fell to 44 µM (59 min); the authors call this "likely" an artefact of aggregates coalescing and growing, and call recrystallization "unlikely" given ca. 800 µg/mL polymer and ritonavir's low crystallization tendency. For 10% DL lopinavir the apparent concentration kept rising to ≈466 µM at 54 min and the extinction to ≈0.70, while the supernatant held 36 µM; the authors warn that UV values are not quantitative when drug-rich nanospecies are present. ······ At 800 µg/mL polymer a 10% DL dispersion supplies about 89 µg/mL drug, roughly 141 µM of lopinavir (extractor calculation with a molar mass not printed in the paper).
  • Two reference values for the amorphous solubility. The text compares the dissolution data with the cited onsets (39 µM ritonavir, 28 µM lopinavir) and also with this paper's ultracentrifuge values (48 and ≈47 µM ritonavir, 38 and ≈37.5 µM lopinavir with Kollidon VA64 and HPMC-AS), without discussing the difference. ····
  • Different baselines. The probe-alone lifetime was about 1 ns in the solvent-shift tests, ≈0.95 ns at the start of the 10% DL dissolution runs and 0.99-1.00 ns in the filtration control and crystallization tests; the 50% DL ritonavir run started at ≈1.03 ns. ······
  • Extinction kinetics differ between the drugs. The ritonavir extinction plateaued within about 6 min; the lopinavir extinction rose steadily for 54 min. ·
  • Spectra fail with particles. The 50% DL lopinavir dissolution spectra and the lopinavir crystallization spectra were too noisy for I1/I2, "likely due to" interference of undissolved or crystalline particles. ··

05How the authors connect the findings

1Above the amorphous solubility the drug separates into a disordered drug-rich phase (LLPS). ·
↓
2The lipophilic probe moves into this less polar phase → τ2 lengthens and a blue-shifted band appears → the average lifetime and I1/I2 rise. ·
↓
10% DL dispersionPolymer-controlled dissolution↓drug exceeds the amorphous solubility↓drug-rich particles form↓lifetime and extinction rise.·
50% DL dispersionDrug-controlled dissolution↓concentration stays below the amorphous solubility↓no drug-rich phase↓lifetime stays at the probe value.·
Ritonavir drug-rich phaseNo crystallization within 213 min↓probe stays in the drug-rich phase↓lifetime stays high.·
Lopinavir drug-rich phase, no polymerCrystals form after an induction period↓drug-rich phase is used up↓probe returns to water↓lifetime falls.·
What sets the switch point. The drug loading: whether the hydrophilic polymer or the poorly soluble drug controls dissolution ("clearly polymer-controlled"). ·
Conclusion drawn. The lifetime can tell whether a precipitate is amorphous or crystalline ("shows the utility").
More detail
  1. Polymers are added to ASDs to keep the supersaturation they generate, but a drug-rich phase can only form if dissolution pushes the concentration past the amorphous solubility; if it does, the authors expect the probe lifetime to rise as in the solvent-shift tests ("We anticipate"). ··
  2. In water PRODAN decays with two components (0.7 ns and 2.0 ns in the literature), the shorter one "attributed" to hydrogen-bonded probe-water complexes. In a drug-rich phase the lipophilic probe meets a less polar environment, its longer component grows and its emission shifts to 445-450 nm, so the average lifetime and I1/I2 rise. ····

10% DL. Dissolution follows the highly soluble, hydrophilic polymer → the drug is carried into solution beyond the amorphous solubility → a disordered drug-rich phase forms (lifetime, I1/I2 and extinction up; supernatant at the amorphous solubility; NTA particles). ····

50% DL. Dissolution follows the poorly soluble, hydrophobic drug → the concentration stays below the amorphous solubility → no drug-rich phase. For lopinavir, undissolved particles raise the lifetime without any drug-rich phase, as filtration showed. ··

Ritonavir. The drug-rich phase persists (lifetime unchanged for 213 min), in line with ritonavir's low crystallization tendency. ··

Lopinavir. After an induction period of 94 min crystals form, deplete the drug-rich phase and expel the probe into water, so the lifetime falls to near the probe-alone value. ··

What sets the switch point. The drug:polymer ratio decides whether dissolution is polymer- or drug-controlled; the authors place 10% DL on the polymer side and 50% DL on the drug side and say the extent of supersaturation is "strongly dependent" on loading. The same split was seen earlier for felodipine and bicalutamide dispersions at 5% and 50% DL. ···

Conclusion drawn. Fluorescence lifetime was "demonstrated to provide useful information" on these phase transformations and "shows the utility" for telling amorphous from crystalline precipitate. ·

06What it means for formulation

Stated by the authors
  • Drug-rich species "may enhance" bioavailability, so it matters which formulations produce LLPS; here only the 10% DL dispersions did. ·
  • The extent of supersaturation depends strongly on drug loading.
  • The fluorescence lifetime can show whether a precipitate is amorphous or crystalline.
AI reading, not stated in the paper
  • For ritonavir and lopinavir in Kollidon VA64, the loading that still reaches LLPS lies somewhere between 10% and 50%; this paper does not locate it.
  • In situ UV concentrations are unreliable once a drug-rich phase forms; only the ultracentrifuged values could be compared with the amorphous solubility.
More detail
Stated by the authors
  • Since drug-rich species "may enhance" bioavailability, it is "clearly important" to know which formulations lead to LLPS; for these two drugs, 10% DL Kollidon VA64 dispersions reached LLPS and 50% DL ones did not. ·
  • The extent of supersaturation was "found to be strongly dependent" on drug loading, which they link to polymer- versus drug-controlled dissolution. ··
  • Apparent UV concentrations are not quantitative when a drug-rich phase is present.
  • The lifetime is offered as a tool to determine the type of precipitate formed from supersaturated solutions. ·
AI reading, not stated in the paper
  • The useful window for these two drugs is not resolved by the tested grid: at 10% DL both reach LLPS, at 50% DL neither reaches even the amorphous solubility; intermediate loadings would decide how much drug a dispersion can carry while still generating a drug-rich phase.
  • A screening method that relies on in situ UV alone would misjudge both directions here: a falling ritonavir signal that is not crystallization, and a lopinavir signal that exceeds all the drug added.
  • Without polymer, lopinavir's drug-rich phase lost its signal within hours while ritonavir's did not; this was tested only in polymer-free solutions, so the effect of the dispersion polymer in solution is open.
  • The lifetime can be raised by undissolved solid; a filtration control, as used here, is needed before reading a rise as LLPS.

07Open questions

Raised by the authors
  • None stated explicitly; the introduction calls it important to know which formulations lead to LLPS.
Not covered by this paper (AI reading)
  • At what loading between 10% and 50% dissolution stops reaching LLPS.
  • Whether the lopinavir solid is crystalline, and whether it forms when polymer is present.
More detail
Raised by the authors
  • The paper states no open question; its motivation is to learn which formulations produce LLPS and the drug-rich species that "may enhance" bioavailability.
Not covered by this paper (AI reading)
  • Intermediate drug loadings, other polymers and other drug:polymer ratios were not tested, so the switch from polymer- to drug-controlled dissolution is not located.
  • The solid formed in the lopinavir crystallization test was not identified, the test ran without polymer, and its drug concentration is not printed. ·
  • Partitioning of PRODAN into the drug-rich phase, the proposed cause of the lifetime rise, was not measured directly.
  • The late decline of the ritonavir I1/I2 ratio is not explained.
  • All tests ran at 24 °C in phosphate buffer; physiological temperature, bile salts and biorelevant media were not examined.

08How solid

AI assessment, not a statement made in the paper
Moderate

The 10% versus 50% contrast is supported by several independent read-outs for both drugs, including ultracentrifuged concentrations. But only two loadings were tested, no lifetime replicates or SI fit tables are available, and crystallization rests on the lifetime alone. ·····

More detail
What holds
  • For both drugs the 10% DL result is seen by four methods: lifetime, extinction, apparent concentration and a supernatant matching the amorphous solubility. ·····
  • The 50% DL result is consistent across methods, and the one discordant signal (the 50% lopinavir lifetime) was checked by filtration. ···
  • The lifetime rise in the solvent-shift tests lines up with the I1/I2 ratio and with the cited onsets. ···
  • The I1/I2 ratios in Fig. 2 can be reproduced from the spectra in Fig. 3.
What weakens it
  • The onset is bracketed only between widely spaced concentrations (20 and 40-41 µM).
  • No lifetime replicates or error bars, and the SI with the fit components was not supplied.
  • Crystallization of lopinavir is inferred from the lifetime alone, at an unstated supersaturation and without polymer. ·
  • The ritonavir I1/I2 ratio fell by about 15% in the crystallization test although the authors call it constant.
  • Two different reference values are used for the amorphous solubility, and the probe-alone baseline differs between test series. ·
  • The release mechanism (polymer versus drug control) is inferred, not measured.

09Figure guide

Every figure and table of the paper, what it is there for, and what to check on the original. Key figures are shown with the story.

FigureWhat it does in the paperSupportsCheck (AI note)
Fig. 1 (p.27)key figureDefines the two model drugs, ritonavir and lopinavir.·0.2
Fig. 2 (p.28)key figureShows the lifetime and I1/I2 jump above the LLPS onset in solvent-shift tests.·F1, K1The onset is bracketed only by the tested concentrations.
Fig. 3 (p.29)key figureShows the blue-shifted emission band that appears with the drug-rich phase.·F1
Fig. 4 (p.30)key figureShows that only the 10% DL ritonavir dispersion reaches LLPS on dissolution, by four read-outs.···F2, K2The dashed onset (39 µM) differs from the measured amorphous solubility (48 µM).
Fig. 5 (p.31)key figureShows the same for lopinavir, with a lifetime rise at 50% DL from undissolved particles.···F3, K2, K4The UV apparent concentration exceeds the drug added.
Fig. 6 (p.32)key figureShows scattering particles of the drug-rich phase in the 10% DL media.F4
Fig. 7 (p.33)key figureShows the lopinavir lifetime falling after 94 min and the ritonavir lifetime holding without polymer.·F5, K5No independent check of crystals; the ritonavir I1/I2 declines.·
Table 1 (p.26)Gives the HPLC conditions for the supernatant assays.0.2
Table 2 (p.26)key figureGives the NTA mean size of the drug-rich phase.F4, K6Spread type and n not stated.
Graphical abstract (p.34)Replots the ritonavir concentration curves of Fig. 4c with the three signals that rise at LLPS.header
Fig. S-1, Tables S-1 to S-8 (SI)XRPD of the dispersions and the bi-exponential lifetime fits; SI not supplied.·Not available for checking.