Paper page

Original: publisher page

Jennifer Lu, James D. Ormes, Michael Lowinger, Amanda K.P. Mann, Wei Xu, Sanjaykumar Patel, James D. Litster, Lynne S. Taylor* · not printed (accepted author manuscript; journal, volume and pages not on the source) (2018)

Compositional Effect of Complex Biorelevant Media on the Crystallization Kinetics of an Active Pharmaceutical Ingredient

Supersaturated telaprevir crystallized within about half an hour in FaSSIF, whose only bile salt is sodium taurocholate, but not within 16 h in lecithin media built from six human bile salts; adding the polymer HPMCAS-MF largely erased these medium differences, and lecithin cancelled the extra help that bile salts gave the polymer.

Abbreviations

δ activity-based supersaturation ratio; t_ind crystallization induction time; E_G growth-inhibition effectiveness (R0/R); FaSSIF fasted state simulated intestinal fluid (3 mM STC, 0.75 mM lecithin); GLPS glass-liquid phase separation; HPMCAS-MF hydroxypropyl methyl cellulose acetate succinate grade AS-MF; STC sodium taurocholate; SGC sodium glycocholate; STDC sodium taurodeoxycholate; SGDC sodium glycodeoxycholate; STCDC sodium taurochenodeoxycholate; SGCDC sodium glycochenodeoxycholate; binary-L/H 1:1 STDC:STCDC at 1.86/3.72 mM; ternary-L/H 1:1:1 STC:STDC:STCDC at 1.86/5.58 mM; MWL-1/MWL-2 mixed micelle with lecithin solutions 1/2 (six bile salts, 3 mM, 0.75 mM lecithin); M-2 the MWL-2 bile salt mix without lecithin; SEM scanning electron microscopy; pdf p. = page of the 30-page manuscript.

Fig. 6: Induction times in buffer, FaSSIF and the six-bile-salt lecithin media at δ = 11.5
Fig. 6 · p.25 · Induction times in buffer, FaSSIF and the six-bile-salt lecithin media at δ = 11.5Shows. about 30 min in buffer and FaSSIF; no crystallization within 960 min in MWL-1 and MWL-2.Also supports F4, K4

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

Does the bile salt composition of a biorelevant test medium change how fast a supersaturated drug crystallizes, and does an effective polymeric inhibitor override that effect?

Short answer

Yes, without polymer: at the same supersaturation telaprevir crystallized in about 20-30 min in buffer and FaSSIF, but not within 16 h in two six-bile-salt lecithin media. With HPMCAS-MF at the amorphous solubility, buffer, FaSSIF and the two lecithin media all gave about 6-8 h; only bile salt media without lecithin lasted longer. ··

Conclusion

For telaprevir at δ = 11.5 in pH 6.5 buffer at 37 °C, the authors conclude that media composition plays a "critical role" in crystallization kinetics: FaSSIF gave far shorter induction times than analogous media with several bile salts, so STC "may not be a good surrogate" for human bile and in vivo crystallization "may not be adequately predicted" by common simulated media. ··· Bile salt mixtures acted like their components, with no synergy: as monomers (1.86 mM total) they prevented crystallization for over 16 h, as mixed micelles they were much weaker, a split the authors attribute to micelle formation ("appears", "suggest"). ··· With 150 µg/mL HPMCAS-MF at δ = 28.8, induction times no longer differed between buffer, FaSSIF and the two lecithin media; bile salts without lecithin lengthened induction times further, which the authors call a "synergistic" effect that lecithin "largely" negates. ··· Two links were not measured: micelle formation in the mixtures, inferred from mass flow and induction times, and the bile salt-only control needed to test synergy with the polymer; all data concern one drug and in vitro media. ···

01Why this study

Known 1Supersaturation can be lost to crystallization

Supersaturating formulations raise the driving force for absorption, but crystallization in the gut is expected to remove the gain.

Brouwers 2009, ref 4; Taylor 2016, ref 7

Known 2Bile salts inhibit telaprevir crystallization

Single bile salts, as monomers, strongly delay telaprevir nucleation and growth; micelles change this in a bile salt-specific way.

Lu 2017, ref 13; Lu 2017, ref 14 ··

Known 3Media use one bile salt

Many simulated intestinal fluids contain sodium taurocholate (STC) as their only bile salt, although bile salts are not interchangeable.

Lu 2017, ref 16; Li 2016, ref 12

Gap → this paperDo mixtures of bile salts, and full biorelevant media with lecithin, change crystallization kinetics, and does a polymer override them?
More detail

What was already known. The introduction builds on these points:

  • Supersaturation drives absorption and invites crystallization. Oral delivery is preferred, and solubility and permeability set the extent of absorption; many marketed and most developmental drugs are poorly soluble. (Lennernas 2005, ref 1; Amidon 1995, ref 2; Loftsson 2010, ref 3) Supersaturating formulations, either solubilized (cosolvent, lipid) or high-energy solids (amorphous solid dispersion, cocrystal, salt), raise the chemical potential of dissolved drug, which drives membrane transport, but also make crystallization favourable; crystallization in vivo is expected to cancel the solubility gain. (Brouwers 2009, ref 4; Mullin 2001, ref 5; Bevernage 2013, ref 6; Taylor 2016, ref 7)
  • Polymers and bile salts both inhibit crystallization. Polymers are well-established crystallization inhibitors used in commercial products. (Ilevbare 2013, ref 8; Mosquera-Giraldo 2016, ref 9) Bile salts are in many cases effective inhibitors too: monomeric bile salts inhibit nucleation and/or growth, about as well as polymers. (Chen 2015, ref 10; Chen 2015, ref 11; Li 2016, ref 12; Lu 2017, ref 13; Lu 2017, ref 14) ··
  • In the gut, bile salts come as mixed micelles. In the upper intestine bile salts are present as mixed micelles with phospholipids and cholesterol, so the effect of multicomponent micelles on crystallization needs to be known. (Hofmann 1987, ref 15)
  • Biorelevant media may be oversimplified. Biorelevant media are widely used in place of buffer, but many commercial recipes contain STC as their only bile salt, although biologically relevant bile salts differ thermodynamically and in crystallization inhibition. (Lu 2017, ref 16; Li 2016, ref 12; Lu 2017, ref 13)
  • Telaprevir is the best-characterized test drug. The effect of individual biorelevant bile salts on telaprevir has already been studied for thermodynamics and for nucleation and growth inhibition. (Lu 2017, ref 13; Lu 2017, ref 14; Lu 2017, ref 16) ·

What the paper set out to do. Evaluate how the composition of biorelevant test media changes crystallization kinetics of supersaturated telaprevir: first binary and ternary bile salt mixtures, then lecithin-containing media with six bile salts compared with FaSSIF, and finally the same media with the polymer HPMCAS-MF, to inform the design and testing of supersaturating formulations. ·

02How they approached it

One drug at a fixed activity-based supersaturation, in media of rising complexity: bile salt mixtures at monomer and micelle levels, then whole biorelevant media, then the same media with a polymeric inhibitor. ··· Each medium got its own supersaturation calibration, so that the crystallization driving force stayed constant. ·····

Telaprevirmodel drugThe only drug; tested at δ = 7.9 (seeded growth), 11.5 and 28.8. Measured.
Buffer50 mM sodium phosphate, pH 6.5Reference medium. Measured.
Single bile saltsSTC, STDC, STCDCComparators at 1.86 and 12 mM, and 3 mM STC; STC trihydroxy, STDC and STCDC dihydroxy. Measured.
binary-L / binary-HSTDC:STCDC 1:11.86 mM (meant as monomers) versus 3.72 mM (meant as micelles). Measured.
ternary-L / ternary-HSTC:STDC:STCDC 1:1:11.86 versus 5.58 mM. Measured.
FaSSIFcommercial biorelevant medium3 mM STC with 0.75 mM lecithin. Measured.
MWL-1six bile salts with lecithin3 mM bile salt, cholate and chenodeoxycholate salts predominant, 0.75 mM lecithin. Measured.
MWL-2six bile salts with lecithinAs MWL-1, but cholate and deoxycholate salts predominant. Measured.
M-2MWL-2 bile salts without lecithinTested with polymer only. Measured.
HPMCAS-MFpolymeric inhibitor150 µg/mL predissolved, used at δ = 28.8. Measured.

What was done

Experiment

Diffusion cell: telaprevir mass flow rate in each medium against the buffer calibration→telaprevir concentration giving the target δ.··

↓
Experiment

Solvent shift into bile salt mixtures at δ = 11.5→UV onset→induction times against single bile salts.··

Experiment

Seeded solutions at δ = 7.9→initial desupersaturation rate→growth-inhibition ratio E_G.·

↓
Experiment

Induction times at δ = 11.5 in buffer, FaSSIF, MWL-1 and MWL-2.·

↓
Experiment

150 µg/mL HPMCAS-MF at δ = 28.8 in the four media→induction times→ANOVA.·

Experiment

Same polymer and δ with and without lecithin (FaSSIF versus 3 mM STC; MWL-2 versus M-2).·

↓
Experiment

Crystals collected after the induction runs→SEM morphology.·

More detail

What was done

  1. Media. All media were made in 50 mM pH 6.5 sodium phosphate buffer. Binary mixtures were equimolar STDC and STCDC at 1.86 mM (binary-L) or 3.72 mM (binary-H) total, chosen to give monomeric and micellar bile salts; ternary mixtures were equimolar STC, STDC and STCDC at 1.86 or 5.58 mM. MWL-1 and MWL-2 combined the six most abundant human intestinal bile salts at 3 mM total with 0.75 mM lecithin, matching FaSSIF, and were stirred for 2 days before use; M-2 had the MWL-2 bile salts without lecithin (Table 1). ··
  2. Setting the supersaturation. In a side-by-side diffusion cell with a 6-8 kDa regenerated cellulose membrane, the telaprevir mass flow rate in each medium was compared with that of a solution in equilibrium with crystals; the ratio gives the activity-based supersaturation δ (Eq. 1), using buffer data from ref 16 as the calibration (Fig. 2). δ = 11.5 was used for homogeneous supersaturated solutions, δ = 28.8, the amorphous solubility, for runs with polymer, where a glassy telaprevir-rich phase is present. ····
  3. Induction times. A 12 mg/mL methanolic telaprevir stock was titrated into 50 mL medium at 37 °C, stirred at 300 rpm. The onset of crystallization was the sudden change of the UV signal at 270 nm and 370 nm, followed with a fiber-optic dip probe; runs were followed to 960 min. Pairs were compared by t-test and the media with polymer by one-way ANOVA; the number of runs is not stated. ··
  4. Crystal growth. Seeds were made in situ by common history seeding; the bile salt mixture was added and equilibrated, and supersaturation was regenerated to δ = 7.9. The initial desupersaturation slope over 10 min at 270 nm (second-derivative spectra, linear calibration R² > 0.99) gave R, and E_G = R0/R compared it with the rate without bile salt. ·
  5. Polymer and lecithin. 150 µg/mL HPMCAS-MF was predissolved; assuming the polymer leaves solution thermodynamics unchanged, δ at the amorphous solubility is 28.8, and the solutions were turbid (glass-liquid phase separation). ··
  6. Morphology. About 10 µL of each crystallized solution was dried on a coverslip for at least a week, platinum-coated and imaged by field-emission SEM at 5 kV.

Key equations

Supersaturation from membrane flux (Eq. 1)
FF∘=aa∘=δ

The flow of drug across the membrane is proportional to its activity, so the flow in a medium divided by the flow of a solution in equilibrium with crystals gives the supersaturation δ; this is how the authors set the same driving force in media that solubilize the drug differently.

Induction time (Eq. 3)
tind=tn+tg

The measured induction time is the time to form a critical nucleus plus the time for crystals to grow large enough to detect.

Growth-inhibition ratio (Eq. 4)
EG=R0R

The desupersaturation rate of seeded solution without bile salt divided by that with bile salt; values above 1 mean the additive slows crystal growth.

Terms used on this page
  • Supersaturation ratio δ: drug activity in the solution relative to a solution saturated with crystals; here measured from membrane flux, not from concentration.
  • Induction time: time from creating supersaturation to the detectable onset of crystallization.
  • Monomer versus micelle: below a critical concentration bile salts are single molecules; above it they assemble into micelles that can solubilize drug. Mixed micelles hold several bile salts, or bile salts with phospholipid.
  • FaSSIF: fasted state simulated intestinal fluid, a commercial medium with STC and lecithin.
  • Lecithin: a phospholipid mixture that enters bile salt micelles.
  • GLPS (glass-liquid phase separation): above the amorphous solubility, the drug separates as a dispersed glassy drug-rich phase; the solution then stays at the amorphous solubility.
  • Common history seeding: seeds grown in situ from the same solution, so all growth runs start from comparable crystals.
Table 1: Compositions of the test media
Table 1 · p.22 · Compositions of the test mediaShows. bile salt and lecithin content of FaSSIF, the binary and ternary mixtures, MWL-1, MWL-2 and M-2, with human jejunal and duodenal ranges.
Fig. 1: Molecular structure of telaprevir
Fig. 1 · p.23 · Molecular structure of telaprevirShows. the model drug.

03Main findings

1

Bile salt mixtures inhibit strongly at low and weakly at high concentration

At δ = 11.5, buffer crystallized in about 30 min. The 1.86 mM binary and ternary mixtures prevented crystallization beyond 960 min; at 3.72 and 5.58 mM the mixtures gave only about 255 min. ·

More detail

In buffer telaprevir crystallized in about 30 min. With 1.86 mM total bile salt, both binary-L (STDC:STCDC) and ternary-L (STC:STDC:STCDC) kept the solution supersaturated for the full 16 h observation, like 1.86 mM single STC, STDC or STCDC. Doubling the binary mixture to 3.72 mM (binary-H) gave ≈257 min, and the ternary mixture at 5.58 mM (ternary-H) ≈254 min. ··· The diffusion cell showed no change of telaprevir mass flow rate with binary-L and ternary-L but a decrease with binary-H and ternary-H, which the authors take as micelles that solubilize drug in the high mixtures. Their reading: the low mixtures "appear" to be monomers, extremely effective inhibitors, while the high mixtures contain mixed micelles that are less effective. ··· In Fig. 2, however, the low-mixture markers at about 90 µg/mL plot below the buffer curve.

Fig. 3: Induction times with binary bile salt mixtures at δ = 11.5
Fig. 3 · p.24 · Induction times with binary bile salt mixtures at δ = 11.5Shows. binary-L beyond 960 min like its monomers; binary-H ≈257 min, close to 12 mM single salts.Also supports K1
2

Mixing bile salts brings no synergy; other bile salts dilute STC's protection

Micellar binary-H (≈257 min) was close to 12 mM STDC (≈137) and STCDC (≈179); ternary-H (≈254 min) lay far below 12 mM STC (>960). ·

Fig. 4: Induction times with ternary bile salt mixtures at δ = 11.5
Fig. 4 · p.24 · Induction times with ternary bile salt mixtures at δ = 11.5Shows. ternary-L beyond 960 min; ternary-H ≈254 min, far below 12 mM STC.Also supports K2
More detail

At micellar levels, the dihydroxy bile salts STDC and STCDC lost most of their monomer effect: 12 mM STDC gave ≈137-140 min and 12 mM STCDC ≈179-180 min, whereas 12 mM STC still prevented crystallization beyond 960 min. ·· Binary-H gave a slightly longer induction time than 12 mM STDC (p < 0.05) and a similar one to 12 mM STCDC (p > 0.05). · Ternary-H was again slightly better than STDC (p < 0.05) and similar to STCDC, but "considerably lower" than STC alone. · The authors conclude that two bile salts show no synergy and act "in general" like their components, and that in the ternary micelles "the inhibitory impact of STC is reduced by the presence of the other bile salts" ("appears"). · The comparators were at 12 mM, not at the mixtures' 3.72 or 5.58 mM.

3

The monomeric binary mixture slows crystal growth by an intermediate amount

In seeded solutions at δ = 7.9, E_G was ≈35.5 for binary-L, between monomeric STDC (≈3.8) and STCDC (above 60, off scale), and fell to ≈7.4 for binary-H.

Fig. 5: Growth-inhibition ratio E_G of binary mixtures at δ = 7.9
Fig. 5 · p.25 · Growth-inhibition ratio E_G of binary mixtures at δ = 7.9Shows. binary-L ≈35.5 between STDC (≈3.8) and STCDC (off scale); binary-H ≈7.4.Also supports K3
More detail

E_G compares the initial desupersaturation rate of seeded telaprevir without and with bile salt. 1.86 mM STDC gave ≈3.8, 1.86 mM STCDC a bar beyond the top of the axis (above 60, no value printed), binary-L ≈35.5 with a wide error bar (≈16.7-54.5), and binary-H ≈7.4 (≈6.4-8.5). The authors read binary-L as intermediate between its components and binary-H as weaker than binary-L. They "speculate" that both monomeric bile salts adsorb on the crystal surface with different effectiveness, giving the intermediate value, while at higher concentration mixed micelles "serve to counteract the inhibitory effect of the monomers". · They assume bulk growth dominates desupersaturation, while noting that secondary nucleation can occur at δ = 7.9.

4

FaSSIF lets telaprevir crystallize within half an hour; six-bile-salt lecithin media hold it for over 16 h

At δ = 11.5, induction times were ≈29 min in buffer and ≈21 min in FaSSIF, but beyond 960 min in MWL-1 and MWL-2.

See also Fig. 6

More detail

All four media share 50 mM pH 6.5 buffer, and FaSSIF, MWL-1 and MWL-2 share 3 mM total bile salt and 0.75 mM lecithin; the difference is that FaSSIF holds only STC, while the MWL media hold six bile salts in which STC is 12%. The text gives "around 30 minutes" in buffer and FaSSIF (Fig. 6 reads ≈29 and ≈21 min), and no crystallization within 16 h in either MWL medium. ·· The authors relate this to earlier findings that several bile salts are better nucleation inhibitors than STC, which is a minor component of human bile ("it appears"), and conclude that STC "may not be a good surrogate for human bile composition". · The result agrees "in general" with Li et al., who found two-fold longer celecoxib induction times in mixed bile salts than in STC alone. · MWL-1 and MWL-2, which differ in deoxycholate versus chenodeoxycholate content, both exceeded 960 min, read as "minimal impact" of the hydroxylation pattern; differences beyond 16 h could not be seen. ·

5

With HPMCAS-MF at the amorphous solubility, buffer, FaSSIF and the lecithin media no longer differ

At δ = 28.8 telaprevir crystallized immediately in buffer without polymer; with 150 µg/mL HPMCAS-MF, induction times were ≈357-474 min in buffer, FaSSIF, MWL-1 and MWL-2, with no statistical difference.

Fig. 7: Induction times with HPMCAS-MF at δ = 28.8
Fig. 7 · p.26 · Induction times with HPMCAS-MF at δ = 28.8Shows. immediate crystallization without polymer; ≈357-474 min with polymer in all four media; no statistical difference.Also supports K5
More detail

At the amorphous solubility (δ = 28.8) all solutions were turbid, read as glass-liquid phase separation. · In buffer without polymer telaprevir crystallized immediately; with 150 µg/mL HPMCAS-MF the solutions lasted ≈433 min (buffer), ≈474 min (FaSSIF), ≈357 min (MWL-1) and ≈394 min (MWL-2), and one-way ANOVA found no difference (F < F_critical). ·· The authors note that this "is contradictory" to the strong medium effect at δ = 11.5 without polymer, and that the times exceed small-intestinal transit of about 3-4 h, so the solubility gain "can likely be guaranteed" with a proper inhibitor regardless of media fluctuations. ·· Supersaturation and polymer changed together between the two comparisons.

6

Bile salts without lecithin add to the polymer's effect; lecithin cancels it

With polymer at δ = 28.8, 3 mM STC gave ≈678 min and the six-bile-salt mix without lecithin (M-2) beyond 960 min, against ≈472 min for FaSSIF, ≈396 min for MWL-2 and ≈432 min for buffer.

Fig. 8: Lecithin versus no lecithin, with HPMCAS-MF at δ = 28.8
Fig. 8 · p.26 · Lecithin versus no lecithin, with HPMCAS-MF at δ = 28.8Shows. 3 mM STC ≈678 and M-2 beyond 960 min, against FaSSIF ≈472 and MWL-2 ≈396 min.Also supports K6
More detail

Removing lecithin changed the picture: 3 mM STC with HPMCAS-MF gave ≈678 min against ≈472 min for FaSSIF (the same STC with 0.75 mM lecithin), and M-2 gave more than 960 min against ≈396 min for MWL-2 (the same bile salts with lecithin). The authors conclude that "it is evident" lecithin decreases the inhibitory effect of bile salts, that bile salts and HPMCAS-MF show a "synergistic effect", with mixed bile salts stronger than STC, and that lecithin "largely" negates this synergy, since buffer and FaSSIF with polymer gave very similar times. ·· No bile salt-only run at δ = 28.8 and no statistical test of Fig. 8 are reported. They expect a stronger medium effect in FaSSIF-V2, which has 0.2 mM instead of 0.75 mM lecithin. ·

7

The medium and the polymer change the shape of the crystals

Buffer gave smooth, bouquet-like aggregates of prisms; HPMCAS-MF gave fewer particles per aggregate with rough surfaces; with polymer, crystals from the MWL media were rough aggregates and those from FaSSIF smooth plates.

Fig. 9: SEM of telaprevir crystals from eight media
Fig. 9 · p.28 · SEM of telaprevir crystals from eight mediaShows. smooth bouquets in buffer (a), rough particles with HPMCAS-MF (b, d, f), smooth plates in FaSSIF with polymer (h).Also supports K7
More detail

In buffer, telaprevir formed bouquet-like aggregates of smooth prismatic particles radiating from a centre (Fig. 9a); with HPMCAS-MF the aggregates had fewer particles with rough surfaces (9b). · Crystals from MWL-1 and MWL-2 resembled those from buffer but were less aggregated (9c, 9e); with HPMCAS-MF they resembled the rough crystals from buffer with polymer (9d, 9f). · With polymer, FaSSIF gave smooth, more plate-like crystals (9h), although its induction time matched the MWL media, which the authors read as additives that "clearly interact differently with the crystal surface". · They suggest that the redissolution of precipitates "may vary" with the medium they form in. The conditions under which crystals formed in the MWL media without polymer are not stated.

04Further observations

  • Micellar mixtures need more drug for the same δ: δ = 11.5 at ≈72-77 µg/mL instead of ≈60 µg/mL in buffer. ·
  • FaSSIF and the lecithin media plot close to the buffer δ curve in Fig. 2.
  • In buffer, δ peaks at ≈28 near 150 µg/mL and stays at ≈27 above it.
  • At δ = 28.8 every solution was turbid, read as glass-liquid phase separation. ·
More detail
  • Calibration of the driving force. The δ-concentration plot (Fig. 2) shows that micellar mixtures shift the curve: δ = 11.5 is reached at ≈72 µg/mL with binary-H and ≈77 µg/mL with ternary-H, against ≈60 µg/mL in buffer; the text reports a decrease of mass flow rate in the micellar mixtures and none in the 1.86 mM mixtures. ·· FaSSIF (≈11.2 at 60 µg/mL), MWL-1 (≈13.6) and MWL-2 (≈12.2) lie close to buffer (≈12.5). The per-medium concentrations are shown only by unlabelled arrows.
  • Amorphous solubility. In buffer δ rises to ≈28.0 at 150 µg/mL and then stays at ≈26.6-26.9 up to 170 µg/mL; ternary-H reaches ≈28.8 only at 240 µg/mL. · The value δ = 28.8 at the amorphous solubility is taken from ref 13, assuming the polymer does not change solution thermodynamics. ·
  • Turbidity. All δ = 28.8 solutions were turbid, read as glass-liquid phase separation, so the solutions sat at the amorphous solubility. ·
  • Lecithin level of the media. FaSSIF and the MWL media carry 0.75 mM lecithin; Table 1 lists 0.08-0.2 mM in human jejunal fluid and 0.09-1.81 mM in duodenal fluid, and 1.5-5.3 and 1.4-5.9 mM total bile salt. ·
Fig. 2: Supersaturation versus telaprevir concentration in each medium
Fig. 2 · p.23 · Supersaturation versus telaprevir concentration in each mediumShows. δ = 11.5 needs ≈60 µg/mL in buffer but ≈72-77 µg/mL in micellar mixtures; δ = 28.8 at ≈150 µg/mL in buffer.Read it as. dashed arrows mark the concentrations used.

05How the authors connect the findings

1Bile salt monomers are strong inhibitors of telaprevir nucleation and growth. ···
↓
2FaSSIF carries only STC, a weaker nucleation inhibitor than other bile salts → crystallization in ≈20-30 min, against more than 16 h in six-bile-salt media. ··
↓
Monomer level (1.86 mM total)Mixed bile salts stay as monomers↓both adsorb on crystal surfaces ("we can speculate")↓no crystallization for 16 h, growth slowed by an intermediate amount.·····
Micelle level (3.72-5.58 mM total)Mixed micelles form↓they counteract the monomers↓induction time only ≈255 min.····
Polymer with bile salts, no lecithinHPMCAS-MF plus bile salts↓longest induction times ("synergistic").·
Polymer with lecithinLecithin reduces the bile salt effect↓times as with polymer alone, whatever the bile salt mix.···
What sets the switch point. Whether the bile salts are free monomers or bound in micelles, and whether lecithin is present. ··
Conclusion drawn. Media selection matters for testing supersaturating formulations ("attention should be paid"); STC "may not be a good surrogate" for human bile. ·
More detail
  1. Earlier work showed that all tested biorelevant bile salts are "extremely good" inhibitors as monomers, while their micelles act differently by bile salt type; inhibition depends largely on the number and position of hydroxyl groups. ··

Monomer level. At 1.86 mM total, the mass flow rate does not drop, so the authors infer monomers ("suggest"). Monomers are taken to adsorb on telaprevir crystal surfaces; with two monomers adsorbing with different effectiveness, growth inhibition lies between the components (binary-L E_G ≈35.5). Nucleation is suppressed beyond 16 h. ·····

Micelle level. At 3.72 and 5.58 mM the mass flow rate drops, read as mixed micelles that solubilize drug ("consistent with"). The micelles "serve to counteract" the monomers, so induction times fall to ≈255 min and growth inhibition to E_G ≈7.4. STC, which inhibits even as its own micelles, loses this when mixed with dihydroxy bile salts in ternary-H. ······

  1. Medium. Six-bile-salt lecithin media contain more effective nucleation inhibitors than STC, so they hold telaprevir supersaturated for more than 16 h, whereas FaSSIF does not; hence STC "may not be" a good surrogate for human bile and common media "may not" predict in vivo crystallization. ··
  2. Polymer. HPMCAS-MF, one of the strongest telaprevir inhibitors, dominates at the amorphous solubility: buffer, FaSSIF, MWL-1 and MWL-2 no longer differ. ·

Without lecithin. Bile salts add to the polymer, mixed bile salts more than STC alone ("synergistic").

With lecithin. Lecithin, which enters the bile salt micelles, reduces the bile salt effect and "largely" negates the synergy; with less lecithin, as in FaSSIF-V2, a stronger medium effect "is expected". ···

What sets the switch point. The state of the bile salts (monomer or micelle, set by total concentration) and the presence of lecithin decide how much they add to inhibition. ··

Conclusion drawn. The authors conclude that media composition plays a "critical role" in crystallization kinetics and that "attention should be paid to selecting biorelevant media"; the impact of media "may not always be outweighed" by the excipients. ·

06What it means for formulation

Stated by the authors
  • Choose test media with care when judging supersaturating formulations.
  • Two-stage dissolution tests of weak bases that dilute into STC media may misjudge precipitation.
  • An effective polymer such as HPMCAS-MF made telaprevir supersaturation outlast small-intestinal transit in all lecithin media.
AI reading, not stated in the paper
  • Without a polymer, a fast crash in FaSSIF may overstate the crystallization risk of a telaprevir-like drug.
More detail
Stated by the authors
  • More attention should be paid to testing media selection when evaluating supersaturating formulations, because media effects "may not always be outweighed" by excipient stabilization.
  • This "may be of particular relevance" for two-stage dissolution tests of weakly basic drugs, which dilute into STC and lecithin media.
  • With proper selection of the inhibitory excipient the solubility gain of telaprevir formulations "can likely be guaranteed" over 3-4 h of small-intestinal transit, regardless of fluctuations in medium composition. ·
  • Lowering lecithin, as in FaSSIF-V2 (0.2 mM), is expected to bring back a medium effect in the presence of HPMCAS-MF. ·
  • The redissolution of precipitates "may vary" with the medium in which they formed.
AI reading, not stated in the paper
  • Without a polymer, a precipitation test in FaSSIF may overstate the crystallization risk of a telaprevir-like drug compared with media holding several bile salts; a fast crash in FaSSIF alone is weak evidence of failure in vivo.
  • With an effective polymer at the amorphous solubility, the choice among buffer, FaSSIF and the lecithin media did not change the result for telaprevir; the medium matters more for formulations that rely on weak inhibitors.
  • Lecithin is a hidden variable: at 0.75 mM it removed the bile salt contribution seen with the polymer. Media should state their lecithin level, and test both levels when bile salt-polymer interplay matters.
  • Bile salt concentration matters as much as identity: the same mixture was a strong inhibitor at 1.86 mM and a weak one at 3.72-5.58 mM, a range that includes fasted intestinal levels.

07Open questions

Raised by the authors
  • Does less lecithin (FaSSIF-V2) bring back media effects with polymer?
  • Do precipitates formed in different media redissolve differently?
Not covered by this paper (AI reading)
  • Micelle formation in the mixtures was inferred, not measured. ·
  • Synergy with the polymer was not tested against a bile salt-only control.
More detail
Raised by the authors
  • Would FaSSIF-V2, with 0.2 mM instead of 0.75 mM lecithin, show a stronger media effect in the presence of HPMCAS-MF?
  • Does the redissolution of precipitates depend on the medium they form in, and does it affect bioavailability?
  • How far can simplified in vitro media capture precipitation in the GI tract, given fluid motion, concentration changes and food?
Not covered by this paper (AI reading)
  • Micelle formation in the mixtures was inferred from mass flow rates and induction times; no critical micelle concentrations or micelle measurements are given, and Fig. 2 partly conflicts with the text. ·
  • Synergy between bile salts and HPMCAS-MF was not tested against a bile salt-only run at δ = 28.8, and no statistics are given for Fig. 8.
  • The polymer was not tested at δ = 11.5, so its effect cannot be separated from the change of supersaturation.
  • One drug, one polymer at one concentration, one lecithin level and a 16 h window were studied; the number of runs is not stated. ·

08How solid

AI assessment, not a statement made in the paper
Moderate

The main contrast, about 20-30 min against more than 16 h at equal δ, is large and direct, and the polymer comparison has a statistical test. But mechanisms are inferred, replicates are not reported, many values are censored at 960 min, and the synergy and "media differences minimized" claims stretch beyond their controls. ····

More detail
What holds
  • The FaSSIF versus MWL difference at δ = 11.5 (≈21-29 min against more than 960 min) is far larger than any plausible run-to-run scatter.
  • The driving force was set from an activity measurement in each medium, so the comparison is at equal supersaturation rather than equal concentration. ··
  • The polymer-media comparison was tested by ANOVA, and the mixture-single salt comparisons by t-tests. ··
  • The monomer-micelle difference in induction time is large (more than 960 min against ≈255 min). ·
What weakens it
  • The number of runs and the error bar type are not stated, and all ">960" values are censored, so "little difference" between MWL-1 and MWL-2 and "comparable" monomer effects cannot be resolved. ·
  • The monomer or micelle state of the mixtures is inferred; in Fig. 2 the low-mixture markers at ≈90 µg/mL plot below the buffer curve although the text reports no change.
  • Single bile salt comparators are at 12 mM, not at the mixtures' concentrations, and their provenance is not stated.
  • "Media differences minimized" holds for the lecithin media only; without lecithin the same polymer gave much longer times.
  • The synergy claim lacks a bile salt-only control and a statistical test.
  • Supersaturation and polymer changed together; crystal growth E_G for STCDC is off scale; SEM conditions for MWL crystals without polymer are not stated. ··

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.23)key figureShows the structure of the model drug telaprevir.0.2A schematic, not data.
Table 1 (p.22)key figureDefines every test medium, with human jejunal and duodenal ranges for comparison.0.2MWL percentages have no stated basis; lecithin 0.75 mM is above the jejunal range.·
Fig. 2 (p.23)key figureCalibrates δ against concentration in each medium, so all runs share one driving force.·0.4Low-mixture markers at ≈90 µg/mL lie below buffer; per-medium concentrations only as unlabelled arrows.·
Fig. 3 (p.24)key figureBinary mixtures: monomers hold beyond 960 min, micelles ≈257 min.F1, K1Comparators at 12 mM; values censored at 960 min.·
Fig. 4 (p.24)key figureTernary mixtures: ternary-H falls far below STC alone.F2, K2Comparators at 12 mM.
Fig. 5 (p.25)key figureGrowth inhibition of binary mixtures, intermediate for binary-L.F3, K3STCDC off scale; wide binary-L error bar.
Fig. 6 (p.25)key figureThe central contrast: FaSSIF and buffer about 30 min, MWL media beyond 960 min.F4, K4Text "around 30 minutes" against ≈21 min for FaSSIF.
Fig. 7 (p.26)key figureHPMCAS-MF removes the medium effect among lecithin media at δ = 28.8.F5, K5Does not extend to media without lecithin.
Fig. 8 (p.26)key figureBile salts without lecithin lengthen induction times with polymer; lecithin cancels it.F6, K6No bile salt-only control or statistics.
Fig. 9 (p.28)key figureCrystal morphology from eight media, with and without polymer.F7, K7Conditions of 9c and 9e crystals not stated.