Paper page

Original: publisher page

Umesh S. Kestur, Igor Ivanesivic, David E. Alonzo, Lynne S. Taylor* · Powder Technology 236, 197-204 (2013)

Influence of particle size on the crystallization kinetics of amorphous felodipine powders

Smaller particles of amorphous felodipine crystallized faster at 30 °C, which the authors tie to crystals growing faster at the particle surface than inside; 3 wt% PVP slowed crystallization and stopped it at a plateau set by particle size, and the crystallinity gained on storage cut the supersaturation reached on dissolution.

Abbreviations

PVP poly(vinylpyrrolidone), grade K-29/32; 3% PVP = amorphous solid dispersion of 3 wt% PVP in felodipine; size 1 = 150–250 µm sieve fraction (called "200 µm"); size 2 = 500–710 µm sieve fraction (called "605 µm"); PXRD powder X-ray diffraction; PLS partial least squares; OPLS orthogonal PLS; RMSEE root mean square error of estimation; SNV standard normal variate; Tg glass transition temperature; RH relative humidity.

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

How does particle size change the crystallization of amorphous felodipine powders stored below Tg, with and without 3 wt% PVP, and how do crystal growth at the free surface and in the bulk explain it?

Short answer

Smaller particles crystallized faster in both systems: pure felodipine became fully crystalline within 3–5 days, while with 3% PVP crystallization stalled at about 45% (150–250 µm) and 17% (500–710 µm) after 50–60 days. Crystals grew about 6 (pure) and 23 (PVP) times faster at the free surface than in the bulk, and the authors use this to explain both patterns. ····

Conclusion

For felodipine powders stored dry at 30 °C, the 150–250 µm fraction crystallized faster than the 500–710 µm fraction both without and with 3 wt% PVP, and with PVP the larger fraction also crystallized to a lower extent. ···· The authors attribute the size effect of pure felodipine "in large part" to the different surface-area-to-volume ratios combined with faster surface growth ("it seems reasonable"), and the size-dependent plateaus with PVP to a constant depth of surface crystallization ("It can be speculated"), which reproduced the larger fraction's crystallinity (16.2% predicted, 16.5% measured). ··· They read the fast first stage of the PVP kinetics as "probably" surface growth, since the ratio of early to late crystallization slope (13–14) is close to the surface-to-bulk growth ratio (about 23). ·· Because PVP slowed early crystallization 60–77-fold but growth only 2-fold (surface) and 7-fold (bulk), they conclude that its stabilizing effect comes "to a large degree" from slower nucleation ("The data thus suggest"); nucleation was not measured here, and the link rests on a cited 150-fold reduction. ··· At 50 °C, which the authors place above Tg, the dispersion crystallized about 8 times faster to about 85%, which they take as a warning against predicting lower-temperature behaviour from accelerated storage. ·· On dissolution at 30 °C the smaller fraction reached higher peaks while amorphous (about 7.0 against 5.4 µg/mL, crystals about 1.3), but after 24 weeks of storage the more crystallized smaller fraction peaked lowest (2.5 against 3.4 µg/mL), a link the authors state with a hedge ("appears to be correlated"). ····

01Why this study

Known 1Amorphous drugs can revert

The solubility gain of an amorphous drug is lost if it crystallizes; polymers are a recognized way to slow this.

Simonelli 1969 to Serajuddin 1999, refs 1–4

Known 2Processing changes particle size

Preparation, milling and compression change particle size and surface area, which may change the crystallization rate.

Surana 2004 to Zhang 2009, refs 7–10

Known 3Surfaces crystallize faster

In indomethacin, nifedipine and griseofulvin, crystals grow much faster at a free surface than in the bulk, and a coating suppresses this.

Wu 2006, ref 11; Zhu 2008, ref 12; Wu 2007, ref 13; Zhu 2010, ref 14

Gap → this paperCrystallization of amorphous powders is usually treated as a bulk process: how does particle size, through the amount of free surface, change it with and without a polymer inhibitor?
More detail

What was already known. The introduction builds on four points; the discussion adds earlier Taylor-group data on felodipine.

  • Amorphous drugs can revert. The amorphous form raises apparent solubility and dissolution, but it can revert to the more stable crystal and lose that gain; polymeric crystallization inhibitors are a well recognized way to improve physical stability. (Simonelli 1969, ref 1; Ford 1986, ref 2; Yoshioka 1995, ref 3; Serajuddin 1999, ref 4)
  • Preparation and processing matter. Different methods of making a material amorphous (refs 5, 6) give material of different physical stability (Surana 2004, ref 7; Patterson 2008, ref 8; Tsukushi 1994, ref 9; Zhang 2009, ref 10), and milling or compression change particle size and surface area, which can "potentially" change crystallization rates and cause batch-to-batch variation.
  • Surface-enhanced growth. For indomethacin (Wu 2006, ref 11), nifedipine (Zhu 2008, ref 12) and griseofulvin (Zhu 2010, ref 14), crystals grow much faster at a free surface than in the bulk, more so below Tg; the effect has been attributed to higher mobility at the surface (refs 27–29). A polymer or gold coating that buries the surface suppresses it (Wu 2007, ref 13), so coating is a potential way to stabilize amorphous drugs. ·
  • Particles of other drugs show size effects and biphasic kinetics. For indomethacin particles the smallest fraction crystallized fastest (refs 11, 25); in ref 11 crystallization was biphasic, rapid at first and then much slower and incomplete, as it was for griseofulvin (ref 14) and for PVP–indomethacin dispersions (Crowley 2003, ref 25). The fast stage was ascribed to surface crystallization and the slow one to bulk crystallization. ·
  • Felodipine background from the Taylor group. Unseeded felodipine glass grows form II in the bulk (Kestur 2010, refs 23, 26); felodipine crystals grow around PVP without enriching it at the growth front (ref 26); 3% PVP reduces the nucleation rate of felodipine about 150-fold at 30 °C (Konno 2006, ref 31), and nucleation in 3% PVP–felodipine rises about 7-fold from 30 to 50 °C (Marsac 2006, ref 32); PVP is a poor inhibitor of felodipine crystallization from solution (Konno 2008, ref 33); an amorphous solid gives supersaturation only while it dissolves faster than crystallization removes drug (Alonzo 2010, ref 24). ·····
  • The gap. Real formulations have free surface whose amount depends on particle size, yet the size dependence of crystallization is not well understood and crystallization is usually treated as a bulk phenomenon.

What the paper set out to do. Measure how particle size changes the crystallization of amorphous felodipine powders without and with a polymeric crystallization inhibitor (3 wt% PVP), relate the powder kinetics to growth rates measured at a free surface and in the bulk, and test how size and crystallinity change the concentrations reached on dissolution.

02How they approached it

One drug, two compositions (pure, 3 wt% PVP) and two sieve fractions, stored dry at 30 °C; crystallinity followed by two techniques and set against growth rates measured separately at a free surface and in the bulk; dissolution of the same powders, fresh and after storage, links stability to performance. ····

Amorphous felodipinemelt-quenched glassNo polymer; two sieve fractions; measured. ·
3% PVP–felodipineamorphous solid dispersion, PVP K-29/323 wt% polymer mixed in two steps, then melt quenched; two sieve fractions; measured. ·
Size 1 and size 2sieve fractions 150–250 and 500–710 µmCalled "200" and "605 µm"; radii 100 and 302.5 µm in the penetration estimate; measured for both compositions. ·
Crystalline felodipineform I, as receivedDissolution reference only. ·
Aged 3% PVP dispersionstored 24 weeks at 30 °CAbout 45% (size 1) and 17% (size 2) crystalline; dissolution only. ·

What was done

Experiment

Melt-quench felodipine or the 3% PVP blend→grind under dry N2→sieve into 150–250 and 500–710 µm.··

↓
Experiment

Powders at 30 °C, dry→Raman (PLS) and PXRD crystallinity, to 120 h (pure) or about 161 days (PVP).·······

Experiment

Melt-quenched films at 30 °C, 0% RH→form I growth rate at the free surface and in the seeded bulk.·

Experiment

Size-1 dispersion at 50 °C→Raman crystallinity for 4 weeks.·

↓
Analysis

Straight-line fits to the early and late kinetic stages→slope ratios set against growth-rate ratios.··

Calculation

Spheres crystallizing inward from the surface→penetration depth from size 1→predicted crystallinity of size 2.··

↓
Experiment

Dissolution at 30 °C, pH 6.8, PVP 250 µg/mL in the medium→concentration–time profiles of crystalline, fresh amorphous, fresh and 24-week dispersions.····

Literature

Cited nucleation data: 3% PVP lowers felodipine nucleation about 150-fold; 30→50 °C raises it about 7-fold.·

More detail

What was done

  1. Making the powders. Amorphous felodipine was made by melting form I on an aluminum pan, holding it 5 min just above the melting temperature and quenching it on a cold surface. For the dispersion, a 10 wt% PVP dispersion was first made by rotary evaporation from 1:1 ethanol:dichloromethane and dried 48 h under vacuum, then diluted to 3 wt% PVP with crystalline felodipine in a cryogenic mill and melt quenched; direct rotary evaporation below 5 wt% polymer would partly crystallize the drug. Both glasses were ground lightly under dry N2 (RH < 10%) and sieved into 150–250 µm (size 1, "200 µm") and 500–710 µm (size 2, "605 µm"). ···
  2. Following crystallization. Powders sat in aluminum X-ray holders at 30 °C over P2O5; the size-1 dispersion was also held at 50 °C for 4 weeks. Crystallinity came from Raman (785 nm, 6–10 spots averaged, triplicate; PLS calibration per size over 1800–1400 cm⁻¹, error 6.9% and 4.5%) and from PXRD (pure drug: OPLS calibration per size, error 4.7% and 3.9%; dispersions: full-pattern fit between the t = 0 amorphous pattern and the crystalline pattern). ···
  3. Growth rates. Melt-quenched films of felodipine, with or without 3% PVP, were kept at 30 °C and 0% RH. With the top coverslip removed, crystals nucleated and grew at the free surface; with the coverslip left on, form I seeds were introduced from the edge (or left from partial melting) to measure bulk growth, since unseeded films grow form II. Crystal size rose linearly with time and the slope was taken as the growth rate; the seeding method did not change it. ···
  4. Dissolution. About 5 mg of drug as powder went into 18 mL pH 6.8 phosphate buffer at 30 °C, stirred at 300 rpm, with PVP 250 µg/mL dissolved in advance to stop immediate crystallization; concentration was read in situ by UV fiber optics every 30 s for 2 h from second-derivative spectra. Dispersions stored 24 weeks were tested the same way. ·
  5. Analysis. Straight lines were fitted to the early and late linear stages of the PXRD kinetics of the dispersions (Fig. 12, Table 2), and the early slopes of pure and PVP samples were compared (Table 3). A geometric estimate treated particles as spheres crystallizing inward from the surface. ···

Key equations

Constant penetration depth (stated in words, p.201–202)
X=Vshell(d)Vparticle(r)

The crystallinity X of a particle is the volume of a crystallized surface layer of depth d divided by the volume of a sphere of radius r. The authors take d from size 1 (X = 43.5% at 56 days, r = 100 µm, so d is about 17.3 µm) and predict size 2 (r = 302.5 µm, 16.2%; 16.5% measured).·

Terms used on this page
  • Glass and Tg: an amorphous solid; below its glass transition temperature Tg molecules move slowly, above it the material is a supercooled liquid.
  • Free surface and bulk: growth at an exposed surface (top coverslip removed) versus inside the material (film covered by glass).
  • Surface-enhanced crystal growth: crystals growing much faster along a free surface than in the bulk of the same glass.
  • Form I and form II: two crystal forms of felodipine; form I is the stable starting crystal.
  • Biphasic crystallization: a fast first stage followed by a much slower second stage.
  • Nucleation and growth: forming new crystals versus enlarging existing ones; together they set the overall crystallization rate.
  • Supersaturation and desupersaturation: a solution concentration above crystalline solubility, and its fall as drug crystallizes from solution.
  • PLS and OPLS: multivariate calibration models that turn a spectrum or diffraction pattern into % crystallinity.

03Main findings

1

Smaller particles of pure amorphous felodipine crystallize faster

At 30 °C crystallization started within 3–6 h and was complete in 72–120 h. At 24 h the 150–250 µm fraction was about 46% crystalline by Raman, the 500–710 µm fraction about 12%. ·

Fig. 3: Pure amorphous felodipine: crystallinity against time by Raman, two sizes
Fig. 3 · p.200 · Pure amorphous felodipine: crystallinity against time by Raman, two sizesShows. the 200 µm fraction (■) runs well ahead of the 605 µm fraction (▲); both reach about 95% within 3–5 days.Also supports K1
More detail

Raman (Fig. 3) and PXRD (Fig. 4) both put the smaller fraction ahead: by Raman about 46 against 12% at 24 h and about 88 against 53% at 48 h; by PXRD about 31 against 19% at 24 h and about 79 against 53% at 48 h. Size 1 was crystalline within about 3 days and size 2 within 5 days; both ended near 100% (about 95–96%), and only form I formed (Figs. 1, 2). The PXRD gap between sizes is smaller than the Raman gap, and up to 12 h the PXRD values of the two sizes overlap; the authors call the Raman difference significant and propose that Raman "may" be more surface-sensitive. No statistical test is reported. ··········

2

3% PVP slows crystallization and stops it at a plateau set by particle size

With PVP, crystallization took weeks instead of hours and stalled after 50–60 days at about 45% (150–250 µm) and 17% (500–710 µm); neither fraction was fully crystalline at the end of the study. The early crystallization slope was 60–77 times lower than for pure felodipine. ···

Fig. 5: 3% PVP dispersions: crystallinity against time by Raman
Fig. 5 · p.200 · 3% PVP dispersions: crystallinity against time by RamanShows. crystallization over weeks, stalling near 42–45% (■, 200 µm) and 15–18% (▲, 605 µm).Also supports K1
More detail

Raman (Fig. 5) gives about 42 against 17% at 56 days and about 45 against 18% at 161 days; PXRD (Fig. 6) gives about 40 against 13% and about 47 against 16.5%. The authors summarize the plateaus as 45–50% and 15–20% (about 45% and 17%), reached in 50–60 days by both sizes. The early slope fell from 2.21 to 0.037 h⁻¹ for size 1 (ratio 60) and from 1.41 to 0.018 h⁻¹ for size 2 (ratio 77) when 3% PVP was present (Table 3). Error bars are wide, for example about 40–51% (Raman) and 40–55% (PXRD) for size 1 at 161 days. ·········

Fig. 6: 3% PVP dispersions: crystallinity against time by PXRD
Fig. 6 · p.201 · 3% PVP dispersions: crystallinity against time by PXRDShows. the same plateaus by the second technique, about 47% and 16.5% at 161 days.Also supports K1
Table 3: Early crystallization slopes, pure felodipine against 3% PVP
Table 3 · p.204 · Early crystallization slopes, pure felodipine against 3% PVPShows. PVP lowers the early slope 60-fold (size 1) and 77-fold (size 2).Also supports K5
3

Crystals grow faster at the free surface, and PVP mainly slows bulk growth

Form I grew at 2.7×10⁻⁹ m s⁻¹ at the free surface and 0.47×10⁻⁹ m s⁻¹ in the bulk (ratio 5.7); with 3% PVP at 1.45×10⁻⁹ and 6.37×10⁻¹¹ m s⁻¹ (ratio 22.8).

Table 1: Growth rates of form I at 30 °C at the free surface and in the bulk
Table 1 · p.202 · Growth rates of form I at 30 °C at the free surface and in the bulkShows. surface/bulk ratio 5.7 without and 22.8 with PVP; PVP cuts bulk growth most.Also supports K2
More detail

PVP lowered surface growth about 2-fold and bulk growth about 7-fold, so the larger surface-to-bulk ratio with PVP comes mainly from slower bulk growth, as the authors note. Crystal size grew linearly with time and the rate did not depend on the seeding method. Unseeded glass between coverslips grew form II, whereas the free surface always grew form I, so bulk rates were measured from form I seeds. Fig. 8 shows form I crystals grown at the surface and in the bulk. No uncertainty or number of crystals is given for the rates. ······

Fig. 8: Form I crystals grown at 30 °C from the free surface (a) and from the bulk (b)
Fig. 8 · p.202 · Form I crystals grown at 30 °C from the free surface (a) and from the bulk (b)Shows. spherulitic form I crystals; the two panels are at different magnifications.
4

The PVP kinetics are biphasic and fit a constant depth of surface crystallization

The early stage was 13–14 times steeper than the late stage (Table 2). A crystallized surface layer of 17.3 µm, set from the small particles, predicts 16.2% crystallinity for the large ones; 16.5% was measured. ·

Fig. 12: PXRD kinetics of the 3% PVP dispersions with two-stage linear fits
Fig. 12 · p.203 · PXRD kinetics of the 3% PVP dispersions with two-stage linear fitsShows. steep early lines and shallow late lines for both sizes (■ 200 µm, ▲ 605 µm).Read it as. the slopes are in Table 2; early/late ratio 13–14.Also supports K4
More detail

Straight lines fitted to the PXRD data (Fig. 12) gave early slopes of 0.905 and 0.43 day⁻¹ and late slopes of 0.072 and 0.03 day⁻¹ for sizes 1 and 2 (ratios 13 and 14, average 14). The authors set this against the surface-to-bulk growth ratio with PVP (about 23) and conclude that the fast stage is "probably" surface growth. For the plateaus they treat the particles as spheres of the sieve-midpoint radius (100 and 302.5 µm) crystallizing inward from the surface: 43.5% at 56 days for size 1 means a depth of about 17.3 µm, and the same depth gives 16.2% for size 2 against 16.5% measured. They present this as speculation ("It can be speculated") that "closely matches". The fitted time ranges are not printed, Fig. 12 and Fig. 6 disagree for the late size-2 points, and the 43.5% input matches Fig. 7 rather than Fig. 5. ········

5

At 50 °C the dispersion crystallizes faster and further

The size-1 dispersion at 50 °C crystallized slowly for 5 days, then reached about 70% by 2 weeks and about 85% by 4 weeks, against a 45% plateau at 30 °C; the initial rate was about 8 times higher. ·

Fig. 7: Size-1 dispersion at 50 °C (□) and 30 °C (■)
Fig. 7 · p.201 · Size-1 dispersion at 50 °C (□) and 30 °C (■)Shows. at 50 °C a lag of about 5 days, then a rise to about 84% by 4 weeks; at 30 °C a plateau near 43%.Also supports K6
More detail

Fig. 7 readings: at 50 °C about 4% at day 5, 22.5% at day 7, 49% at day 10, 70% at day 14 and 84% at days 25–28; at 30 °C about 15% at day 14 and 43% at day 56. The authors note that above Tg surface-enhanced crystallization is "likely" less important, and that nucleation rises about 7-fold from 30 to 50 °C (ref 32). No Tg is printed for the dispersion. ·····

6

Smaller amorphous particles reach higher supersaturation, and PVP in the solid slows its loss

Amorphous felodipine peaked at about 7.0 (150–250 µm) and 5.4 µg/mL (500–710 µm) within 30–35 min, against about 1.3 µg/mL for crystals; fresh 3% PVP dispersions peaked at 6.97 and 5.28 µg/mL and stayed higher at 2 h. ··

Fig. 9: Dissolution of amorphous (open) and crystalline (filled) felodipine, two sizes
Fig. 9 · p.202 · Dissolution of amorphous (open) and crystalline (filled) felodipine, two sizesShows. amorphous 200 µm (□) peaks near 7 µg/mL, 605 µm (△) near 5.3; crystals stay near 1.0–1.4 µg/mL.Also supports K7
More detail

In the dissolution test (30 °C, pH 6.8, about 5 mg in 18 mL, PVP 250 µg/mL in the medium), crystalline felodipine reached about 1.3 µg/mL within 5 min with little size effect (plateaus about 1.0–1.4 µg/mL). Amorphous felodipine dissolved fastest for the smaller fraction, peaked at about 6.9 and 5.3 µg/mL in the figure (text: 7.0 and 5.4) at about 30 min, then fell to about 2.5 and 2.3 µg/mL at 116 min, still above crystalline; the authors attribute the incomplete fall to slower crystal growth as supersaturation drops ("can be attributed"). Fresh dispersions peaked at 6.97 µg/mL (24 min) and 5.28 µg/mL (36–40 min) and held about 3.5–3.75 µg/mL at 116 min (text: 4) against about 2.5 for amorphous felodipine, so PVP in the solid delayed desupersaturation. The two sizes converged from about 48 min for the dispersions but only toward 2 h for amorphous felodipine. Solution PVP was almost the same in both tests (250 against at most 259 µg/mL), so the difference lies in the PVP inside the solid. ··········

Fig. 10: Dissolution of fresh 3% PVP dispersions
Fig. 10 · p.203 · Dissolution of fresh 3% PVP dispersionsShows. peaks of 6.97 (■) and 5.28 µg/mL (▲); both decline slowly to about 3.5–3.75 µg/mL.Also supports K7
7

Crystallinity gained on storage cuts supersaturation and reverses the size order

After 24 weeks the dispersions peaked at only 2.5 µg/mL (150–250 µm, about 45% crystalline) and 3.4 µg/mL (500–710 µm, about 17%), against 6.97 and 5.28 µg/mL when fresh. ·

Fig. 11: Dissolution of 3% PVP dispersions after 24 weeks, with crystalline felodipine (□)
Fig. 11 · p.203 · Dissolution of 3% PVP dispersions after 24 weeks, with crystalline felodipine (□)Shows. the 200 µm powder (■) peaks at about 2.5 µg/mL, below the 605 µm powder (▲, about 3.4).Also supports K8
More detail

The partly crystallized small particles rose fastest but peaked at about 2.5 µg/mL near 18 min and drifted to about 2.25 µg/mL; the large particles rose more slowly to about 3.4 µg/mL near 48 min and held about 3.0 µg/mL at 112 min; crystalline felodipine stayed near 1.25–1.4 µg/mL. The authors say the lower small-particle peak "could be attributed" to its higher crystallinity, and that supersaturation "appears to be correlated" with the extent of crystallization. Only two crystallinity levels are compared, and crystallinity was not re-measured on the portions dissolved. ······

04Further observations

  • Unseeded felodipine glass between coverslips grew form II; free surfaces and powders gave only form I.
  • Raman showed a larger size effect than PXRD for pure felodipine. ··
  • Pure felodipine showed no biphasic kinetics, unlike indomethacin and griseofulvin.
  • Amorphous felodipine stayed above crystalline solubility for the full 2 h. ·
More detail
  • Where crystals start sets the polymorph. Glass sandwiched between coverslips and left unseeded grew form II, as reported before (ref 26), whereas glass with a free surface always grew form I; in the powders only form I appeared. The authors read this as form I nucleating at the particle surface and growing inward ("suggesting perhaps"); at 40 °C form I grows more than 1000 times faster than form II in the bulk (ref 30). ··
  • The two techniques disagree in magnitude. For pure felodipine size 1 at 24 h, Raman gave about 46% and PXRD about 31%; for the 3% PVP size 2 at 35 days, about 15.9 and 10.5%. The calibration errors are 3.9–6.9%. The authors propose that Raman "may" sample the surface more. ·······
  • No biphasic kinetics for pure felodipine. Indomethacin particles (ref 11) and griseofulvin (ref 14) crystallize fast and then slowly; pure felodipine did not. The authors suggest ("may be due to") that the surface-to-bulk contrast of form I (about 6) is much smaller than for indomethacin (about 100 at 40 °C). ··
  • PVP enrichment at the growth front is set aside. The slowdown of PVP–indomethacin was attributed to PVP piling up at the growth front (ref 25), but earlier felodipine work found that felodipine grows around PVP without such accumulation (ref 26). ·
  • Desupersaturation was incomplete. Amorphous felodipine still held about 2.3–2.5 µg/mL at 2 h against about 1.0–1.3 µg/mL for crystals; the authors attribute this to crystal growth slowing as supersaturation falls ("can be attributed"). ··
  • Form I crystals are spherulites. Fig. 8 shows a circular, radially textured crystal grown at the free surface and a lobed one grown in the bulk; the two panels are at different magnifications.

05How the authors connect the findings

1Crystals appear at the particle surface and grow inward, faster along the surface than into the bulk. ·
↓
2PVP slows early crystallization 60–77-fold, far more than it slows growth → PVP must also inhibit nucleation, which carries most of the stabilization. ··
↓
Pure felodipinesurface growth only about 6 times bulk growth↓the crystal front crosses the particle within days↓size sets the rate (surface per volume), not the extent (about 100%).·
3% PVPbulk growth slowed 7-fold, surface growth 2-fold↓a fast surface stage for 50–60 days↓a crystallized layer of about the same depth (17.3 µm) in both sizes↓the plateau falls with size (45% against 17%).···
Fresh small particlesmore surface↓faster dissolution↓more drug dissolved before crystallization from solution catches up↓higher peak supersaturation.
Stored small particlesfaster crystallization on storage↓about 45% crystalline against 17%↓lowest peak↓the "amorphous advantage" is lost.··
What sets the trade-off. Particle size cuts both ways: small particles reach higher supersaturation only while they stay amorphous, and they lose that state faster; in the authors' words small particles "may be advantageous" where precipitation from solution is very rapid. ·
Conclusion drawn. PVP's stabilizing effect is attributed "to a large degree" to slower nucleation ("The data thus suggest"), and physical stability must be kept through manufacturing and storage to keep the dissolution advantage. ·
More detail
  1. Crystals appear at the particle surface and grow inward. Only form I, the polymorph that grows from free surfaces, appeared in the powders, and form I grew faster along a free surface than into the bulk; the authors say this is "suggesting perhaps" surface nucleation and inward growth. ··

Pure felodipine. Surface growth is only about 6 times the bulk rate → the front reaches the particle centre within days → smaller particles, with more surface per volume, crystallize sooner, but both sizes end near 100% → no biphasic kinetics, unlike indomethacin where the contrast is about 100-fold ("it seems reasonable"; "may be due to"). ··

3% PVP. PVP slows bulk growth about 7-fold but surface growth only 2-fold → the surface-to-bulk contrast rises to about 23 → a fast surface stage over 50–60 days whose slope is 13–14 times the late slope ("probably") → a crystallized layer of about the same depth (17.3 µm) in both sizes → the plateau falls with size, 45% against 17% ("It can be speculated"). ···

  1. PVP slows the early crystallization of the powders 60–77-fold, far more than it slows growth (2- and 7-fold) → since overall crystallization is nucleation followed by growth, "it appears that PVP must" also inhibit nucleation strongly, as an earlier study found (about 150-fold) → stabilization is attributed "to a large degree" to nucleation, with a minor part from slower growth. ···
  2. At 50 °C, above Tg in the authors' account, the surface contrast is "likely" less important and nucleation rises about 7-fold (ref 32) → faster and more extensive crystallization → accelerated storage can mislead about lower temperatures. ··

[+] Fresh small particles. More surface → faster dissolution → more drug dissolved before crystallization from solution catches up, PVP being a poor solution inhibitor → higher peak supersaturation ("provides an explanation"). ··

[-] Stored small particles. Faster crystallization on storage → about 45% crystalline against 17% → lowest peak (2.5 against 3.4 µg/mL) → the "amorphous advantage" is lost ("could be attributed"; "appears to be correlated"). ··

What sets the trade-off. Small particles help dissolution only when crystallization from solution is fast, as for felodipine with PVP, and only while they remain amorphous; they also crystallize faster on storage. ·

Conclusion drawn. The data "thus suggest" that PVP stabilizes amorphous felodipine mainly through nucleation; the results "highlight the need" to preserve physical stability during manufacturing and storage. ··

06What it means for formulation

Stated by the authors
  • Smaller particles "may be advantageous" for dissolution when crystallization from solution is fast, as for felodipine–PVP.
  • Crystallinity gained on storage "dramatically" lowers supersaturation, so physical stability must be preserved. ·
  • Accelerated storage above Tg can mislead about crystallization at lower temperatures.
AI reading, not stated in the paper
  • Milling to small particles buys peak supersaturation at the cost of faster crystallization in storage; 3 wt% PVP did not prevent it.
More detail
Stated by the authors
  • Using a smaller particle size fraction "may be advantageous" for dissolution when precipitation from solution is very rapid, as for felodipine–PVP dispersions, where PVP is a poor inhibitor of solution crystallization. ·
  • Smaller particles crystallize more readily, and crystallinity "dramatically" decreases the supersaturation achieved and with it the "amorphous advantage"; the results "highlight the need" to preserve physical stability during manufacturing and storage. ·
  • The different rate and extent at 50 °C "highlights the difficulty" of predicting lower-temperature crystallization from accelerated storage.
  • Linear surface and bulk growth rates help explain powder crystallization, but the polymer's effect on nucleation must also be considered.
AI reading, not stated in the paper
  • Milling or choosing a fine fraction trades a higher dissolution peak for faster physical instability: here the small fraction lost about half its supersaturation peak after 24 weeks at 30 °C, while the large fraction lost about a third.
  • PVP barely slowed growth along the free surface (2-fold), so polymer levels chosen from bulk data may under-protect fine powders; coating the particles or raising the polymer level are the obvious levers, not tested here.
  • For this system a 50 °C stress test over-predicted the extent of crystallization (85% against 45%), so stability claims for amorphous powders should be checked at the storage temperature.

07Open questions

Raised by the authors
  • Why does crystallization stall with PVP? A constant penetration depth is offered as speculation; PVP enrichment at the growth front is set aside on earlier evidence. ·
Not covered by this paper (AI reading)
  • Nucleation in the powders was not measured, and the depth of the crystallized layer was not imaged. ·
  • At the measured bulk growth rate with PVP, a front would pass far beyond 17 µm in 56 days; why it stops is not discussed.
More detail
Raised by the authors
  • Why do the PVP dispersions plateau? The authors offer a constant depth of surface crystallization as speculation and set aside PVP enrichment at the growth front for felodipine on the basis of ref 26, without testing either here. ·
  • How large is the nucleation share of PVP's effect? It is inferred from rate ratios and earlier nucleation data, not measured. ·
Not covered by this paper (AI reading)
  • No nucleation rate was measured in the powders, and the crystallized surface layer was never imaged or sectioned. ·
  • The bulk growth rate with PVP, 6.37×10⁻¹¹ m s⁻¹, is about 5.5 µm per day, so a front could advance about 300 µm in 56 days; the estimated depth is 17.3 µm and size-1 crystallinity barely changes from 56 to 161 days. What stops the front is not addressed. ··
  • Only two sieve fractions, one polymer at one level and one drug were studied; particle surface area and Tg were not reported. ·
  • The surface-growth reading of the fast stage compares quantities of different kinds (powder slope ratio against film growth-rate ratio).

08How solid

AI assessment, not a statement made in the paper
Moderate

The kinetic, growth-rate and dissolution data are direct, and the size effect appears with both techniques. The mechanisms (surface origin of the fast stage, constant penetration depth, nucleation-dominated stabilization) are inferred from rate ratios and two particle sizes, and are not checked against the absolute growth rates. ·····

More detail
What holds
  • Both Raman and PXRD show the small fraction crystallizing faster, without and with PVP. ···
  • Surface and bulk growth rates are direct measurements with polymorph control: form I seeds, linear growth, no effect of seeding method. ··
  • The printed ratios recompute from the printed values (5.7, 22.8, 13, 14, 60, 77), and the penetration estimate reproduces (17.3 µm, 16.2%). ··
  • The loss of supersaturation after storage is large: the small-particle peak fell from 6.97 to 2.5 µg/mL. ·
What weakens it
  • The fast-stage attribution compares a slope ratio of powder crystallinity with a growth-rate ratio from films, two different quantities; the nucleation role is inferred and cited, not measured. ·
  • The constant-depth picture uses two sizes, one to set the depth and one to test it, and the measured bulk growth rate with PVP would carry a front far deeper than 17 µm.
  • Error bars are wide for the dispersions and not defined; growth rates have no uncertainty. ·
  • Several figures disagree: Fig. 5 against Fig. 7, Fig. 6 against Fig. 12, and the text against Fig. 10 (4 against about 3.5–3.75 µg/mL). ··
  • No Tg is printed, though the argument relies on 30 °C being below and 50 °C above Tg.
  • Raman and PXRD crystallinities differ by up to about 15 points at the same time point.

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.199)Raman spectra of size-1 pure felodipine at 0–72 h take on the form I spectrum; defines the quantification region.F1Box drawn about 1735–1430 cm⁻¹, stated range 1800–1400.
Fig. 2 (p.200)PXRD patterns at 0–72 h show form I peaks appearing from 24 h.F1
Fig. 3 (p.200)key figureRaman kinetics of pure felodipine: the small fraction crystallizes first.F1, K1Raman runs ahead of PXRD for size 1.
Fig. 4 (p.200)PXRD kinetics of pure felodipine: same order, smaller gap.F1, K1The two sizes overlap up to 12 h.
Fig. 5 (p.200)key figureRaman kinetics of 3% PVP: plateaus near 42–45% and 17%.F2, K1Differs from the 30 °C series of Fig. 7.
Fig. 6 (p.201)key figurePXRD kinetics of 3% PVP: plateaus near 47% and 16.5%.F2, K1Late size-2 points differ from Fig. 12.
Fig. 7 (p.201)key figureSize-1 dispersion at 50 against 30 °C: faster and to about 85%.F5, K6No Tg printed.
Fig. 8 (p.202)key figureForm I crystals grown at the free surface and in the bulk.F3
Table 1 (p.202)key figureSurface and bulk growth rates with and without PVP, the core data for the mechanism.F3, K2No uncertainty or number of crystals.
Fig. 9 (p.202)key figureDissolution of amorphous and crystalline felodipine: small particles peak higher.·F6, K7Crystalline sizes differ slightly; amorphous sizes still apart after 40 min.·
Fig. 10 (p.203)key figureFresh dispersions: similar peaks, slower decline than amorphous felodipine.F6, K7Value at 2 h about 3.5–3.75, text 4 µg/mL.
Fig. 11 (p.203)key figureDispersions after 24 weeks: lower peaks and the size order reversed.F7, K8Starting crystallinity taken from the stability study.
Fig. 12 (p.203)key figureTwo-stage linear fits of the PXRD kinetics of the dispersions.F4, K4Late size-2 points differ from Fig. 6.
Table 2 (p.203)Early and late slopes and their ratios, 13 and 14.F4, K4Compared with a growth-rate ratio of a different kind.
Table 3 (p.204)key figureEarly slopes, pure against PVP: ratios 60 and 77.F2, K5Technique and fitted range of the pure-drug slopes not printed.