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Caitlin J. Schram, Stephen P. Beaudoin, Lynne S. Taylor* · Langmuir 31, 171−179 (2015)

Impact of Polymer Conformation on the Crystal Growth Inhibition of a Poorly Water-Soluble Drug in Aqueous Solution

HPMCAS slows felodipine crystal growth much less at pH 3 than at pH 6.8, and AFM in liquid suggests why: at pH 3 the adsorbed polymer sits as separate globules with bare crystal between them, at pH 6.8 it spreads as a thin, even layer. ··

Abbreviations

HPMCAS, hydroxypropyl methylcellulose acetate succinate; AFM, atomic force microscopy; AFM-IR, AFM coupled with infrared spectroscopy; RDA, rotating disc apparatus; S, supersaturation ratio; Eg, growth-rate effectiveness ratio R₀/R_P; R₀ and R_P, felodipine growth rates without and with HPMCAS; RMS, root-mean-square.

Graphical abstract: Coiled at pH 3, extended at pH 6.8
Graphical abstract · p.171 · Coiled at pH 3, extended at pH 6.8Shows. coiled polymer sitting on a few surface sites at pH 3; an extended chain touching many sites at pH 6.8.Read it as. the red and green surface dots are not explained in the paper.

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 ionization state of HPMCAS change the shape of the polymer adsorbed on felodipine crystals, and does that shape explain why HPMCAS is a weaker growth inhibitor at pH 3? ·

Short answer

Partly. At pH 3, below its pKa, HPMCAS inhibited growth about 1.8-fold less (Eg 1.28 vs 2.29) and adsorbed as globules about 44 nm apart instead of an even layer. The step from shape to inhibition is argued, not measured: it is a correlation across two pH values. ····

Conclusion

For felodipine growing from supersaturated aqueous buffer onto seed crystals, HPMCAS-LF is a weaker growth inhibitor at pH 3, below its pKa, than at pH 6.8, and in-liquid AFM shows the adsorbed polymer as separate coiled globules at pH 3 but as a more uniform layer of extended chains at pH 6.8, a shape that still follows the pH after adsorption. ··· The authors conclude that the reduced effectiveness at pH 3 "appeared" directly related to this conformation: the globules leave many growth sites open between them, while flat chains, extended "presumably" by charge repulsion, block more sites per mass of polymer. ··· They propose that these insights carry over to other drug–polymer systems, where good growth inhibitors should both adsorb to the crystal and cover its surface well. · Several links in this argument were proposed but not measured: the degree of ionization of HPMCAS in the buffers, the adsorbed amount at either pH, and the open growth sites or chain spacing on the surface, so the pinning relation is applied only qualitatively. ···

01Why this study

Known 1Supersaturation needs an inhibitor

Amorphous formulations give supersaturated solutions that raise absorption but crystallize fast; additives slow this by blocking nucleation or by adsorbing to crystal growth sites.

Hancock 2000, ref 8; Kubota 2001, ref 16

Known 2Ionizable polymers work better at higher pH

Several carboxylated cellulose polymers slowed ritonavir growth more at higher pH, although they adsorbed to a similar extent at both pH values.

Ilevbare 2012, ref 23; Ilevbare 2013, ref 41

Known 3pH changes polymer shape

Ionized chains extend because their charges repel; un-ionized chains coil. AFM has shown this for single polyelectrolyte chains at a surface.

Etika 2010, ref 26; Roiter 2005, ref 27

Known 4Spacing sets inhibition

In the pinning model, adsorbed impurities hold back growth steps, and the closer they sit, the slower the growth.

Cabrera 1958, ref 34; Kubota 1995, ref 35 ·

Gap → this paperDoes pH change the shape of a polymer adsorbed on a drug crystal, and does that shape decide how well it inhibits growth?
More detail

What was already known. The introduction and the theory section build on these points:

  • Polymers and organic crystals in water are poorly understood. Polymer effects on inorganic crystallization and small-molecule additive effects on organic crystallization are well studied, but polymer effects on the crystallization of small organic molecules in water are not. (Kulak 2007, ref 1; Colfen 1998, ref 2; Lahav 1987, ref 3; Weissbuch 1991, ref 4)
  • Why supersaturation matters. Amorphous drug–polymer blends dissolve to supersaturated solutions because the amorphous form has higher free energy and no long-range order; supersaturation raises membrane flux and passive absorption. Up to 80% of investigational drugs are estimated to have suboptimal solubility; telaprevir and vemurafenib were developed as amorphous formulations because the crystalline forms did not give adequate efficacy. (refs 5–15, including Kwong 2011, ref 5; Bollag 2010, ref 6; Babu 2011, ref 15)
  • Supersaturated solutions crystallize fast. The driving force is large, so additives that slow crystallization are critical; they either disrupt nucleation or inhibit growth by adsorbing to growth sites and acting as a mechanical barrier. (Hancock 2000, ref 8; refs 16–18)
  • What makes a polymer effective. Proposed key factors are the hydrophobicity match between polymer and drug (Zimmermann 2009, ref 19; Ilevbare 2012, ref 20) and specific hydrogen bonds to the drug (Addadi 1982, ref 21; Raghavan 2001, ref 22).
  • The pH puzzle. Ionizable cellulose polymers were consistently more effective against ritonavir growth at higher pH, where they are highly ionized, although adsorption to the crystal was similar at both pH values; those authors speculated that polymer conformation might be the reason. (Ilevbare 2012, ref 23; Ilevbare 2013, ref 41)
  • pH changes conformation. Charged groups of an ionized polymer repel each other and extend the chain; an un-ionized polymer coils through intramolecular hydrogen bonding. Roiter and Minko imaged such pH-driven transitions of poly(2-vinylpyridine) chains in water by AFM. (refs 24–26; Etika 2010, ref 26; Roiter 2005, ref 27)
  • Growth-rate theory used here. The driving force is the supersaturation ratio S = C/Ceq (Mullin 2001, ref 29) . The overall growth rate is R_G = k_G·S^g, with an empirical growth order g usually between 1 and 2 depending on whether diffusion or surface integration limits growth (ref 32) . Crystals grow layer by layer from steps (Kossel 1934, ref 33). A polymer need not cover every growth site; it only has to disturb the flow of growth layers (ref 29). In the Cabrera–Vermilyea pinning picture, impurities adsorbed a distance l apart impede step advance, and in the Kubota–Mullin form R_P/R₀ = 1 − ρc/l, so a smaller l means a more effective polymer. (Cabrera 1958, ref 34; Kubota 2001, ref 16; Kubota 1995, ref 35) ·
  • Why pH 3 and 6.8. HPMCAS grade LF has a pKa of 5.5, so the authors take it as nearly fully ionized at pH 6.8 and un-ionized at pH 3; the two values also stand for the acidic stomach and the near-neutral small intestine.
  • Felodipine data. Its equilibrium solubility, about 0.5 µg/mL at 25 °C, comes from an earlier study of HPMC and felodipine growth. (Alonzo 2012, ref 39)

What the paper set out to do. Investigate the conformation of a polymer adsorbed on a crystalline drug as a function of pH. The stated hypothesis ("It is hypothesized") is that pH changes the conformation of the adsorbed polymer at the solid–liquid interface, and that this changes its ability to inhibit crystal growth. To test it, felodipine growth was measured without and with HPMCAS at pH 3 and 6.8, and the HPMCAS adsorbed on felodipine at the same pH values was imaged by AFM.

02How they approached it

One drug and one ionizable polymer, at two pH values on either side of the polymer's pKa (5.5); growth rate and the structure of the adsorbed polymer were measured at each pH. All work was in 50 mM phosphate buffer. ······

No polymerfelodipine controlSets the reference growth rate R₀ and the bare-surface AFM image; the pH of the growth control is not stated. Measured. ··
HPMCAS at pH 3HPMCAS-LF, un-ionizedBelow the pKa; poorly soluble at this pH. Measured: growth and AFM. ·
HPMCAS at pH 6.8HPMCAS-LF, nearly fully ionizedAbove the pKa. Measured: growth, AFM and AFM-IR. ··
HPMCAS adsorbed at pH 3, then pH 6.8in-situ pH switchSame crystal area imaged before and after raising the pH. Measured: AFM only.

What was done

Experiment

Felodipine grown from a supersaturated solution (S = 8) on rotating seed crystals, without and with 5 µg/mL HPMCAS, at pH 3 and 6.8→slope of each desupersaturation profile→inhibition as Eg = R₀/R_P.····

Experiment

HPMCAS adsorbed from 0.2 mg/mL onto felodipine crystals at each pH→in-liquid AFM phase and height images, with a polymer-free control.·

↓
Experiment

Image analysis→globule size and spacing, molecules per globule, surface roughness.

Experiment

HPMCAS adsorbed at pH 3→pH raised to 6.8 in place→same area imaged again.·

Experiment

Dried felodipine film exposed to HPMCAS at pH 6.8→AFM-IR spectra and chemical images→is the adsorbed material HPMCAS?··

↓
Comparison

Eg at each pH set against the adsorbed shape at the same pH→globule spacing read through the pinning relation.···

Literature

Ritonavir with carboxylated cellulose polymers: weaker inhibition at low pH despite similar adsorption.

More detail

What was done

  1. Seed crystals. Felodipine as supplied was melted and the melt recrystallized at 75% relative humidity. Elsewhere the imaged crystals are described as recrystallized amorphous films, or as recrystallized on exposure to buffer, so the route is not fully clear. ·
  2. Crystal growth. Seed crystals were mounted on a rotating disc at 1000 rpm, a fixed speed taken to keep the growth coefficient k_G constant. A 10 mg/mL methanol stock of felodipine was added to buffer to give 4 µg/mL, an initial S of 8 with Ceq about 0.5 µg/mL. HPMCAS (5 µg/mL) was dissolved in the buffer by mixing for 24 h. At 25 °C, the felodipine absorbance at 360 nm was read every 10 s for 1 h, starting at once; runs were in triplicate. ··
  3. Growth rate and Eg. The slope of concentration vs time "is considered to be" proportional to the overall growth rate and was taken as R₀ (no polymer) or R_P (with HPMCAS). Eg = R₀/R_P; Eg > 1 means the polymer slows growth. ·
  4. Solution check at pH 3. Concentrated HPMCAS solutions at pH 3 were cloudy; the 5 µg/mL solution was clear, which the authors read as fully dissolved with no agglomerates. ·
  5. Adsorption and in-liquid AFM. HPMCAS (0.2 mg/mL) was dissolved by stirring for up to 24 h. Seed crystals were exposed on the rotating disc at 200 rpm for 2 h, never dried, and imaged at once in the same liquid: tapping mode in fluid, silicon nitride probes with 0.24 N/m spring constant and 30 nm tip radius, 0.4 Hz, 512 × 512 pixels, height and phase recorded together, room temperature, incubation 3–5 h.
  6. pH switch. For one sample adsorbed and imaged at pH 3, sodium hydroxide raised the medium to pH 6.8 and the same 2 µm × 2 µm area was imaged again (incubation 5 h). ·
  7. Image analysis. ImageJ on a 1.5 µm × 1.5 µm pH 3 area gave globule radius and spacing; cross-sections gave heights. Globule volume came from a spherical-cap model, V = (1/6)πh(3r² + h²), and the number of molecules per globule from that volume, the manufacturer's density and the molecular weight (18 000 g/mol). RMS roughness was computed on 1.5 µm × 1.5 µm areas. ···
  8. Crystal faces. Angles between faces, measured on AFM height cross-sections, were compared with predicted angles between crystallographic planes to index the faces.
  9. AFM-IR. A drop of 5 mg/mL felodipine in methanol was dried on a ZnSe prism to give a thin crystalline film, which was stirred for 1 h in 0.2 mg/mL HPMCAS at pH 6.8 and then dried with nitrogen. Spectra (1620–1800 cm⁻¹, 4 cm⁻¹ steps, 128 pulses) and images at 1700 cm⁻¹ (felodipine) and 1720 cm⁻¹ (HPMCAS) were recorded in contact mode. ··

Key equations

Growth rate (Eqs. 1, 2)
S=CCeqRG=kGSg

The driving force is the supersaturation ratio S; the overall growth rate rises with S through a coefficient k_G and an empirical order g. Starting every run at S = 8 and the same disc speed is what lets the paper compare slopes with and without polymer.··

Effectiveness ratio (Eq. 4)
Eg=R0RP

Growth rate without polymer divided by growth rate with it; above 1 the polymer slows growth. It is the read-out of the growth tests: 1.28 at pH 3, 2.29 at pH 6.8.·

Pinning relation (Eq. 3)
RPR0=1−ρcl

Adsorbed impurities a distance l apart hold back growth steps; ρc is the critical-nucleus radius. The paper takes l as the globule spacing at pH 3 and argues that a large l lets growth through; it applies the relation only qualitatively, without a value for ρc.··

Globule volume (Eq. 5)
V=16πh(3r2+h2)

Each pH 3 globule is treated as a spherical cap of radius r and height h; with its volume, the polymer density and molecular weight, this gives about 46 HPMCAS molecules per globule. The printed volume has a wrong exponent; the equation gives about 1.12 × 10³ nm³.····

Terms used on this page
  • Supersaturation ratio S: dissolved drug concentration divided by its equilibrium solubility.
  • Desupersaturation profile: the fall of dissolved drug concentration over time as drug crystallizes onto the seeds; here its slope stands for the growth rate.
  • Eg (effectiveness ratio): growth rate without polymer divided by growth rate with polymer; 1 means no effect, higher means a better inhibitor.
  • Growth site, growth unit: places on a crystal surface (steps, kinks) where dissolved drug molecules, the growth units, attach.
  • Pinning: adsorbed impurities a distance l apart hold back advancing growth steps; ρc is the radius of the critical nucleus. If l is large compared with ρc, steps pass between the impurities.
  • AFM phase image: maps the phase lag of the tapping tip, which responds to softness and viscoelasticity; soft adsorbed polymer shows up as darker areas.
  • RMS roughness: root-mean-square height variation over an area.
  • AFM-IR: a pulsed IR laser heats the sample, and the AFM tip senses the local expansion, giving IR spectra from sub-micrometre spots.
  • pKa of HPMCAS: the pH at which about half of its succinate carboxyl groups are ionized.
Fig. 1: Structures of felodipine and the HPMCAS repeat unit
Fig. 1 · p.172 · Structures of felodipine and the HPMCAS repeat unitShows. (a) felodipine; (b) HPMCAS cellulose backbone with methyl, hydroxypropyl, acetyl and succinoyl substituents; the succinoyl groups end in COOH, the acidic group.

03Main findings

1

HPMCAS slows felodipine growth at both pH values, but much less at pH 3

With 5 µg/mL HPMCAS, Eg was 1.28 at pH 3 and 2.29 at pH 6.8, so inhibition was about 1.8-fold weaker at pH 3. ·

Fig. 2: Felodipine desupersaturation without and with HPMCAS
Fig. 2 · p.173 · Felodipine desupersaturation without and with HPMCASShows. black = no polymer, red = HPMCAS at pH 3, blue = HPMCAS at pH 6.8; the blue curve falls slowest.Also supports K1
More detail

Starting from 4 µg/mL felodipine (S of 8, 25 °C, 1000 rpm), the concentration without polymer fell from about 4.0 to about 1.7 µg/mL within 50 min (Fig. 2). With HPMCAS at pH 3 it fell to about 2.25 µg/mL. With HPMCAS at pH 6.8 it stayed at about 3.9–4.0 µg/mL for about 14 min and reached about 3.0 µg/mL at 50 min. ·· From the slopes, Table 1 gives Eg = 1.28 at pH 3 and 2.29 at pH 6.8. Growth is reduced at both pH values ("indicating"), and effectiveness at pH 3 is lower by a factor of about 1.8; the conclusions call it "considerably diminished". · The Eg values carry no SD or n, the slope time window is not stated, and only one no-polymer curve is shown, without a pH, so the comparison assumes R₀ does not depend on pH. An end-point estimate from Fig. 2 gives about 1.3 and 2.3, close to Table 1. ·· The authors note the same trend for ritonavir with carboxylated cellulose polymers, where adsorption did not fall at the lower pH.

2

At pH 3 the adsorbed polymer forms separate spots; at pH 6.8 it shades the whole surface

In-liquid AFM phase images showed distinct dark spots at pH 3 and dark shading over the entire surface at pH 6.8; bare felodipine showed neither. ··

Fig. 3: AFM phase images: pH 3, pH 6.8, no polymer
Fig. 3 · p.174 · AFM phase images: pH 3, pH 6.8, no polymerShows. (a) discrete dark spots; (b) dark shading over the whole surface; (c) bare crystal.Also supports K2
More detail

The 2 µm × 2 µm phase images were taken in liquid at room temperature after about 3 h incubation, on a 0–10° phase scale (Fig. 3). At pH 3, distinct dark spots were spread over the crystal surface; at pH 6.8, dark shading covered the entire surface with no discrete spots; the polymer-free control showed no dark shading. ·· Phase contrast responds to material properties such as viscoelasticity, which the authors call "ideal" for detecting adsorbed polymer. They say the images "qualitatively confirm" a pH-dependent conformation: the pH 3 spots are distinct adsorbed globules, and the pH 6.8 shading is "indicative of" extended chains dispersed across the surface. Their explanation is that ionized HPMCAS extends to keep its charged groups apart, while un-ionized HPMCAS has no such repulsion and stays coiled. The images were made after adsorption from 0.2 mg/mL, whose clarity at pH 3 is not reported. ·

3

The pH 6.8 layer is about one sugar ring thick; pH 3 globules are about 15 nm wide and 44 nm apart

At pH 6.8, height features were up to about 0.8 nm, close to a glucose ring (about 0.75 nm). At pH 3, globules averaged 15.4 nm in radius and 2.98 nm in height, held about 46 molecules each and were about 44 nm apart. ·····

Fig. 4: Height cross-sections at pH 6.8 and pH 3
Fig. 4 · p.175 · Height cross-sections at pH 6.8 and pH 3Shows. (a) pH 6.8 profile under 1 nm; (b) one pH 3 globule about 2 nm high; (c) neighbouring pH 3 globules.Read it as. the y-axes differ (1, 2.5 and 5 nm).Also supports K2, K3
More detail

pH 6.8. A 45 nm cross-section showed a relatively even height profile with small features up to about 0.8 nm (text); the plotted profile runs between about 0 and 0.9 nm (Fig. 4a). Taking the glucose diameter (about 0.75 nm) as a stand-in for an HPMCAS monomer, the authors deduce ("it can be deduced") that the chains lie flat on the surface and "may" cover several growth sites. ·

pH 3. One globule in a 45 nm cross-section had a radius of about 17 nm and a height of about 2 nm (Fig. 4b). Over all globules on a 1.5 µm × 1.5 µm area, ImageJ gave an average radius of 15.4 nm, and cross-sections an average height of 2.98 nm. · The printed spherical-cap volume, 1.05 × 10⁻³ nm³, has a wrong exponent: eq 5 gives about 1.12 × 10³ nm³. ·· From the volume, density and molecular weight, each globule held on average ∼46 HPMCAS molecules. Neighbouring globules were 25 to 50 nm apart in single profiles (Fig. 4c), and about 44 nm apart on average by ImageJ (Fig. 5), about 50 times the felodipine molecular diameter of about 0.9 nm. ·· The number of globules analysed and the coverage value are not printed. The 30 nm tip radius exceeds the globule radius, so lateral sizes and the molecule count are probably overestimated, and the spacing is not defined as centre-to-centre or edge-to-edge. ·

Fig. 5: ImageJ analysis of globules at pH 3
Fig. 5 · p.176 · ImageJ analysis of globules at pH 3Shows. the globules detected on the analysed area, used for radius and spacing.Also supports K4
4

Raising the pH turns the globules into a flatter layer in place

When the liquid over an adsorbed pH 3 sample was raised to pH 6.8, the compact globules disappeared from the height image and RMS roughness fell by 29.3%, but fainter dark spots stayed in the phase image. ·

Fig. 6: The same area before and after raising the pH
Fig. 6 · p.176 · The same area before and after raising the pHShows. (a, c) pH 3, distinct spots and raised globules; (b, d) pH 6.8, fainter spots and no globules in height.Also supports K5
More detail

On the same 2 µm × 2 µm area (incubation 5 h, Fig. 6), pH 3 gave distinct dark spots in phase and discrete raised spots in height. At pH 6.8 the phase image still showed less obvious dark spots, unlike a sample adsorbed at pH 6.8 (Fig. 3b), while the height image showed no compact globular features. RMS roughness of a 1.5 µm × 1.5 µm area was 29.3% lower at pH 6.8; absolute values are not printed. The authors say this "quantitatively confirms" that the chains are no longer coiled. Polymer adsorption is usually taken as irreversible, but "it is possible" that coiled chains not themselves bound to the crystal diffuse away and adsorb elsewhere. They read the remaining dark spots as dense extended chains at the former globule sites: "it is not likely" that the chains migrate away within the experiment; they extend over nearby growth sites.

5

AFM-IR identifies the adsorbed material as HPMCAS

On a dried felodipine film exposed to HPMCAS at pH 6.8, surface agglomerates gave the HPMCAS carbonyl band at 1720 cm⁻¹, and the surrounding surface gave only felodipine bands at 1650–1700 cm⁻¹. ··

Fig. 7: AFM-IR spectra on agglomerates and on the drug
Fig. 7 · p.177 · AFM-IR spectra on agglomerates and on the drugShows. green and black (agglomerates) have the 1720 cm⁻¹ HPMCAS band; red and blue (drug) do not.Also supports K6
More detail

AFM-IR could not be run in liquid, and drying with nitrogen made the HPMCAS agglomerate, so this test identifies the polymer but says nothing about its conformation. Spectra on two agglomerates showed a peak at 1720 cm⁻¹ plus weaker felodipine bands; spectra on the drug layer showed no 1720 cm⁻¹ peak and four felodipine peaks at about 1700, 1684, 1672 and 1654 cm⁻¹ (Fig. 7). The agglomerates were about 0.5–1 µm across. The weaker drug bands on agglomerates "can be attributed" to the laser passing through the drug under the polymer. In 5 µm × 5 µm chemical images, the film before HPMCAS absorbed evenly at 1700 cm⁻¹; after HPMCAS, agglomerates absorbed less at 1700 cm⁻¹ and strongly at 1720 cm⁻¹, a pattern inverse to the first (Fig. 8). Some small features gave no 1720 cm⁻¹ signal, which the authors attribute to their being thinner than the drug layer. · The authors call this "clear evidence" that HPMCAS adsorbs to felodipine. It was done only at pH 6.8, so the identity of the pH 3 globules rests on phase contrast.

Fig. 8: AFM-IR chemical images at 1700 and 1720 cm⁻¹
Fig. 8 · p.177 · AFM-IR chemical images at 1700 and 1720 cm⁻¹Shows. (a) uniform drug film; (b) after HPMCAS, low 1700 cm⁻¹ signal on agglomerates; (c) high 1720 cm⁻¹ signal on the same agglomerates.Also supports K6

04Further observations

  • Felodipine crystal morphology was the same with and without HPMCAS at both pH values. ·
  • HPMCAS adsorbed on three crystal faces with different exposed groups, with no visible difference in density. ·
  • AFM face angles matched predicted plane angles within 2.5°.
  • Concentrated HPMCAS solutions at pH 3 were cloudy; 5 µg/mL was clear.
More detail
  • No change in crystal shape. AFM showed the same felodipine crystal morphology at both pH values, with and without polymer; the authors conclude that a morphology change "is likely not" the cause of the growth-rate differences. ·
  • Adsorption on several faces. At pH 3, HPMCAS was seen on the (1 1 −1), (1 −2 −2) and (1 −1 1) faces (Fig. S1; a (0 1 1) face is also labelled). These faces expose methyl groups and oxygen atoms; chlorine atoms and methyl groups; and methyl groups, amine groups and oxygen atoms. No difference in adsorption density could be discerned, "suggesting" nonspecific adsorption. This is a visual judgement, and on the (1 −1 1) region the image shows streaks rather than discrete spots. ···
  • Face indexing. Measured and predicted angles were 100.1° vs 97.66°, 87.6° vs 86.8°, 75.5° vs 75.66° and 103.5° vs 103.23°; the authors put the differences down to instrument error and the limits of top-down cross-sections. ·
  • Solution state. HPMCAS is poorly soluble at pH 3: concentrated solutions were cloudy, while the 5 µg/mL growth solution was clear, which the authors take to mean fully dissolved; this rests on visual clarity only. ··
  • Stable surface. No change in the drug surface was detected in buffer over the time of the AFM experiments.
Fig. S1: HPMCAS on several crystal faces at pH 3
Fig. S1 · p.SI-1 · HPMCAS on several crystal faces at pH 3Shows. dark spots on the (1 −2 −2) and (1 1 −1) faces; face labels A–D mark the measured angles.Also supports K7

05How the authors connect the findings

1With a pKa of 5.5, HPMCAS is nearly fully ionized at pH 6.8 and un-ionized at pH 3.
↓
2Ionized chains extend through charge repulsion; un-ionized chains stay coiled.
↓
pH 3Coiled chains↓several coils combine into globules about 44 nm apart↓bare crystal between them leaves many growth sites open↓weak inhibition (Eg 1.28).··
pH 6.8Extended chains↓a thin layer lies flat across the surface↓each chain blocks more than one growth site↓stronger inhibition (Eg 2.29).··
What sets the inhibition. The spacing l between adsorbed polymer units: in the pinning relation R_P/R₀ = 1 − ρc/l, a larger l lets more growth through ("it is clear"). ·
Conclusion drawn. The weaker inhibition at pH 3 comes from the globular conformation (abstract: "it appeared").
More detail
  1. HPMCAS-LF has a pKa of 5.5, so the authors take it to be nearly completely ionized at pH 6.8 and un-ionized at pH 3; the degree of ionization in the buffers was not measured.
  2. From the literature, they "hypothesized" an extended chain at pH 6.8 and compact coils at pH 3: charged groups repel each other and extend the chain, while an un-ionized chain coils through intramolecular bonding. In the conclusions this repulsion is hedged as "presumably", and it is described once as within the chain and once as between molecules. ···
  3. The AFM images agree with this ("qualitatively confirm"): globules at pH 3, even shading at pH 6.8.

pH 3, below the pKa. Un-ionized chains coil → "It is now known that multiple coils will combine, forming globules" on the surface, ∼46 molecules each → the globules sit about 44 nm apart, about 50 felodipine diameters → "These spaces between globules leave a large number of felodipine growth sites open" → with l taken as the globule spacing, a larger l raises R_P/R₀ ("it is clear") → Eg falls to 1.28. ····

pH 6.8, above the pKa. Ionized chains extend → feature heights match one glucose ring, so the chains lie flat ("it can be deduced") → each chain "may" cover several growth sites and "should" block more than one, by adsorbing at several sites or by forming a barrier at neighbouring sites → more site coverage per mass of polymer → Eg 2.29. ···

  1. Why adsorbed amount did not matter in earlier work. Several molecules per globule "explains" why polymer adsorption did not decrease at low pH in the ritonavir study: the polymer is still adsorbed, but bunched into globules. Adsorbed amount on felodipine was not measured. ·
  2. The shape follows the pH after adsorption. Raising the pH removes the globules and smooths the surface; the chains extend over nearby growth sites rather than migrate ("it is not likely that they migrate away"), although desorption and readsorption elsewhere is "possible". ··
  3. Crystal habit is ruled out. Morphology did not change, so it "is likely not" the cause.

What sets the inhibition. The pinning relation R_P/R₀ = 1 − ρc/l (eq 3) is applied qualitatively: ρc is not estimated, and no spacing is measured at pH 6.8. ··

Conclusion drawn. Abstract: "it appeared that the reduced effectiveness of HPMCAS at pH 3 was directly related to its conformation"; conclusions: "it is apparent" that globule formation leaves many growth sites open, whereas a more even layer at pH 6.8 blocks more sites. ·

06What it means for formulation

Stated by the authors
  • Look for polymers that both adsorb to the drug crystal and cover its surface well.
AI reading, not stated in the paper
  • Adsorption alone is a poor screen for a growth inhibitor; how the polymer spreads on the crystal also matters, and that can change with pH.
More detail
Stated by the authors
  • The insights from felodipine and HPMCAS "can be applied" to other drug–polymer systems.
  • They "can be used" to identify polymers that both adsorb to the crystal surface and give high surface coverage, which "will ultimately" improve delivery of poorly soluble drugs that rely on supersaturation.
  • pH 3 and 6.8 were chosen partly because they resemble the stomach and the small intestine.
AI reading, not stated in the paper
  • For HPMCAS and other carboxylated polymers, growth inhibition may be weaker in acidic media, where the polymer is un-ionized, than in intestinal media. A supersaturated solution that meets crystals in the stomach is less protected.
  • Adsorbed amount does not predict effectiveness on its own: the ritonavir work found similar adsorption at both pH values, and here the difference is in how the polymer is spread. Coverage per mass of polymer is the quantity to look for.
  • The absolute effect here is modest (Eg 1.28 vs 2.29 at 5 µg/mL polymer). Whether the pH effect matters at the polymer levels of a dissolving amorphous dispersion was not tested.

07Open questions

Raised by the authors
  • After a pH rise, do adsorbed chains extend in place, or desorb and readsorb elsewhere? ·
Not covered by this paper (AI reading)
  • The adsorbed amount and the pH 6.8 coverage were not measured, so the shape–inhibition link stays a correlation.
  • Polymer shape was imaged at 40 times the polymer concentration of the growth tests.
More detail
Raised by the authors
  • After the pH is raised, do the chains extend over nearby sites, as the authors favour, or do coiled chains not bound to the crystal diffuse away and adsorb elsewhere ("it is possible")? ·
  • AFM-IR could not be done in liquid, so the wet conformation could not be checked chemically.
Not covered by this paper (AI reading)
  • The adsorbed amount of HPMCAS on felodipine was measured at neither pH, and no spacing or coverage was measured at pH 6.8; ρc was not estimated.
  • Conformation was imaged after adsorption from 0.2 mg/mL at 200 rpm without dissolved felodipine, while growth was measured at 5 µg/mL and 1000 rpm during desupersaturation.
  • Whether the pH 3 globules form on the surface or are aggregates already present in the 0.2 mg/mL solution was not tested.
  • R₀ was not shown separately at each pH.
  • No pH near the pKa, no other HPMCAS grade, polymer or drug, and no nucleation measurements were included.

08How solid

AI assessment, not a statement made in the paper
Moderate

The growth data and the in-liquid AFM images are direct and point the same way, with a polymer-free control. The central causal claim, that adsorbed shape explains the pH effect, is weak to moderate: it is a correlation across two pH values, with no adsorbed-amount or pH 6.8 spacing data, made at 40 times the growth-test polymer concentration. ·····

More detail
What holds
  • Growth with and without polymer was measured in triplicate with SDs, and the Eg values agree with an end-point estimate from the profiles. ····
  • Adsorbed polymer was imaged in liquid, never dried, with a polymer-free control. ···
  • The pH switch on one area shows the change on the same sample, with a roughness number. ·
  • AFM-IR identifies the adsorbed material chemically. ·
  • Crystal morphology did not change, which removes one alternative explanation.
What weakens it
  • The shape–inhibition link is a correlation across two pH values; adsorbed amount, pH 6.8 spacing and ρc are missing, so eq 3 is used only qualitatively.
  • Imaging and growth conditions differ: 0.2 mg/mL vs 5 µg/mL polymer, 200 vs 1000 rpm, no supersaturated drug during adsorption.
  • The pH 3 globules may be solution aggregates; the clarity of the 0.2 mg/mL pH 3 solution is not reported.
  • The 30 nm tip radius exceeds the 15.4 nm globule radius, so sizes and the ∼46-molecule count are probably overestimated; the printed volume has a wrong exponent. ·
  • One no-polymer curve without a pH, no uncertainty on Eg, and no stated slope window. ·
  • The seed-crystal route is described three ways; nonspecific adsorption and the solution state at pH 3 rest on visual checks; the spacing is not defined. ···
  • AFM-IR was done only at pH 6.8 on a dried film.

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.172)key figureDefines the system: felodipine and the HPMCAS repeat unit, whose succinoyl groups carry the ionizable COOH.·0.2
Fig. 2 (p.173)key figureThe growth evidence: felodipine leaves solution fastest without polymer, slower with HPMCAS at pH 3 and slowest at pH 6.8.··F1, K1One no-polymer curve, with no pH given.
Table 1 (p.173)Turns the slopes into Eg: 1.28 at pH 3 and 2.29 at pH 6.8.F1, K1No SD or n; the slope time window is not stated.
Fig. 3 (p.174)key figureThe central conformation evidence: discrete dark spots at pH 3, shading over the whole surface at pH 6.8, none on bare crystal.··F2, K2Imaged after adsorption from 40 times the growth-test polymer concentration.
Fig. 4 (p.175)key figureHeight cross-sections: features under 1 nm at pH 6.8; globules about 2–4 nm high and 25–50 nm apart at pH 3.··F3, K2, K3Peak spacings in (c) are about 55 and 88 nm, outside the stated range; tip radius exceeds globule radius.·
Fig. 5 (p.176)key figureThe ImageJ analysis behind the average globule radius (15.4 nm) and spacing (about 44 nm).·F3, K4Spacing not defined as centre-to-centre or edge-to-edge.
Fig. 6 (p.176)key figureThe in-place test: on one area, raising the pH removes the globules from the height image while fainter spots stay in phase.·F4, K5
Fig. 7 (p.177)key figureChemical identity: the 1720 cm⁻¹ HPMCAS band appears on agglomerates and not on the drug layer.F5, K6Dried film, pH 6.8 only.
Fig. 8 (p.177)key figureChemical images at 1700 and 1720 cm⁻¹: the agglomerates are HPMCAS, in a pattern inverse to the drug signal.F5, K6Dried film, pH 6.8 only.
More detail
FigureWhat it does in the paperSupportsCheck (AI note)
Fig. S1 (SI p.1)key figureHPMCAS spots on three crystal faces at pH 3, with the face labels used for indexing.0.4, K7The (1 −1 1) region shows streaks, not spots; seed-crystal route unclear.·
Table T1 (SI p.1)Measured face angles match predicted plane angles within 2.5°, which indexes the faces.0.4
Figs. S2–S4 (SI p.2)Crystal-structure views of the groups each face exposes.0.4, K7