Why does release from ritonavir–PVPVA ASDs collapse above a certain drug loading, and how is that linked to the shape of the drug-rich phase that water creates at the dissolving surface?
Release was fast and congruent at 20% DL, partial and incongruent at 30% DL (about 35% of the drug in 90 min) and at most about 3% at 40 and 50% DL. ··· Imaging matched this: discrete drug-rich droplets at the gel surface at 10–25% DL, and from 30% DL a continuous drug-rich surface layer that slowed water entry. ·· The link is a correlation from imaging in one drug–polymer pair; phase compositions were not measured. ·
For RTV–PVPVA compacts in pH 6.8 phosphate buffer at 37 °C, the authors conclude that release rate and extent versus drug loading "can be rationalized" by the morphology of the drug-rich phase that water-induced phase separation forms at the gel–solution interface: discrete drug-rich nanodroplets embedded in the polymer-rich phase are carried out as the polymer dissolves, giving rapid congruent release, while a continuous drug-rich layer gives poor drug and polymer release and delays water ingress (abstract: "was the cause"). ·· They call a continuous drug-rich phase "catastrophic" for release, write that the loss of congruency is "likely dependent" on the phase morphology after AAPS, and that domain size and interconnectivity "appear to be" the critical factors. · In this paper's own release data the switch lies between 20% DL (congruent) and 30% DL (incongruent), next to the cited LoC of 25% DL. ·· Two links were proposed but not measured: why the drug-rich phase becomes continuous at a given loading (relative phase volumes, "anticipated") and why the layer does not dissolve (a medium saturated at the amorphous solubility). ···
01Why this study
PVPVA dispersions release drug completely and congruently only at low loading; above the LoC release drops and the polymer outruns the drug.
Indulkar 2019, ref 8
Water splits an ASD into a drug-rich and a polymer-rich phase, and extensive separation at high loading has been linked to poor release.
Discrete drug-rich domains formed before dissolution improved release from lopinavir films.
Li 2019, ref 28
More detail
What was already known. The introduction and the discussion build on these points:
- ASDs, congruent release and nanodroplets. ASDs raise apparent drug concentration and release rate. Some ASDs release drug and polymer at the same normalized rate (congruent release); under non-sink conditions the concentration then exceeds the amorphous solubility and drug-rich nanodroplets form, which "has been suggested" to improve absorption in vitro and in vivo. (refs 1–23, including Indulkar 2016, ref 17, and Wilson 2018, ref 21)
- The falling-off-the-cliff effect. For PVPVA ASDs complete, congruent release is "often" seen only at relatively low loadings; above a certain loading release declines sharply and becomes incongruent, the polymer "usually" faster than the drug. The loading at which congruency is lost is the limit of congruency (LoC). Enteric-polymer dispersions show a more gradual decrease. (Yang 2021, ref 5; Que 2019, ref 7; Indulkar 2019, ref 8; Hiew 2021, ref 25; Nunes 2022, ref 26) For RTV–PVPVA the LoC was reported as 25% DL, and a 10% DL ASD released drug and polymer rapidly and congruently. (Indulkar 2019, ref 8) ·
- Water-induced AAPS. On contact with water an initially miscible ASD can separate into an insoluble amorphous drug-rich phase and a soluble polymer-rich phase; both the kinetics and the morphology of this amorphous–amorphous phase separation depend on loading. (Indulkar 2019, ref 8; Purohit 2017, ref 27; Li 2019, ref 28; Li 2020, ref 29; Yang 2022, ref 30)
- Conflicting evidence. Several studies linked extensive AAPS at high loading to impeded release, and AAPS-resistant systems, or systems that dissolve faster than they separate, to better release (refs 8, 27, 31). Yet discrete drug-rich domains created by AAPS before dissolution gave higher release from films than initially miscible films (Li 2019, ref 28). The authors therefore call the link "convoluted", with kinetics and microstructure "likely crucial".
- Fluorescent dyes as phase markers. Nile red (clogP 4.62) is expected to go with the drug-rich phase and Alexa Fluor 488 (clogP −8.74) with the polymer/water-rich phase; such dyes had been used for ASD phase behaviour before (refs 27, 32, 33), and Nile red was shown to partition into drug-rich domains of RTV–PVPVA (Yang 2022, ref 30). ·
- Gel layers in polymer dissolution (discussion). A dissolving polymer first takes up solvent and turns rubbery, forming a gel layer with a sharp boundary to the glassy core; chains then disentangle at the gel–solvent interface and diffuse away. When disentanglement is slower than water entry the gel layer grows and slows water, until a steady state; steady-state gel layers of swellable matrices are a few hundred micrometres to a few millimetres thick. (Papanu 1989, ref 34; Miller-Chou 2003, ref 36; Colombo 2000, ref 43; refs 37–46) ·
- Competing nanodroplet mechanisms (discussion). Harmon et al. proposed nanodroplets from drug-rich domains formed by preferential polymer dissolution and stabilised by surfactant (Harmon 2016, ref 49); Li et al. proposed a "particle and glue" release of drug-rich domains (Li 2019, ref 28); an isotope scrambling study concluded that nanodroplets form in solution by LLPS (Indulkar 2017, ref 50); Han et al. found a continuous drug-rich phase to cause poor release at high loading (Han 2019, ref 52). ···
What the paper set out to do. Correlate drug release with the evolving morphology at the compact–water interface of RTV–PVPVA ASDs at several loadings, during hydration and dissolution, and test the hypothesis that a continuous drug-rich barrier at the surface harms release and appears at the loading where the cliff occurs.
02How they approached it
One drug–polymer pair at loadings on both sides of its reported LoC (25% DL). The same kind of compact is used for release, for imaging of surfaces and cross-sections, for real-time imaging and for surface chemistry, so morphology can be set against release at each loading. ·
What was done
RTV–PVPVA powders by rotary evaporation, with trace Nile red and Alexa Fluor 488 for imaging→100 mg compacts in an 8 mm die.·
Surface normalized dissolution, pH 6.8, 37 °C, 100 rpm→drug (HPLC) and polymer (SEC) in unfiltered samples.···
Compacts taken out after 5–30 min→confocal images of surfaces and cross-sections→morphology and depth of the gel–glass front.····
Compact fused to a glass dish, wetted from the edge only→time-lapse confocal images every 30 s at 37 °C.·
40% DL compact before and after 30 min dissolution→XPS C 1s fitting→surface RTV weight fraction.·
Gel layers scraped off after 30–60 min→polarized light→crystallinity check.·
Morphology at each loading set against its release profile and the cited LoC of 25% DL.··
More detail
What was done
- ASDs. RTV and PVPVA were dissolved in methanol (10 wt% solids) and dried in a rotary evaporator (40 °C bath), then dried under vacuum overnight, milled and sieved to 149–250 µm. ASDs for imaging contained 0.02% w/w Nile red and 0.001% w/w Alexa Fluor 488. No crystallinity was seen by polarized light before the experiments. ·
- Release. 100 mg of powder was compressed at 1500 psi for 60 s in an 8 mm die (Wood's apparatus) and rotated at 100 rpm in 100 mL of pH 6.8, 50 mM phosphate buffer at 37 °C. Samples of 1 mL were not filtered, so dissolved drug and drug-rich nanodroplets were counted together. RTV was assayed by HPLC and PVPVA by SEC with UV detection at 205 nm; n = 3. ··
- Imaging after partial dissolution. Dye-containing compacts were dissolved in the same way, taken out at 5–30 min, ejected, dried with a gentle air stream, and imaged on the surface (Nile red channel) or after cutting in half (both channels). Nile red was excited at 561 nm and Alexa Fluor 488 at 488 nm. ·
- Water penetration. On cross-sections, the depth reached by the gel–glass front was taken as the initial compact thickness minus the remaining glassy core, in % of the initial thickness; n = 3.
- Real-time imaging. A compact was fused to the cover-glass bottom of a dish (180 °C, 30 s), its top sealed with vacuum grease so water entered only from the edge, and 8 mL of buffer added in a 37 °C chamber; images were taken every 30 s. Agitation was manual with a pipette, so hydrodynamics differ from the release test and between samples. ·
- Surface chemistry. XPS (monochromatic Al Kα) C 1s spectra of 40% DL compacts before and after 30 min dissolution were fitted with the reference spectra of RTV and PVPVA and converted to weight composition; five spots on one compact.
- Crystallinity. Gel layers scraped off after 30 min (20% DL) or 60 min (30–50% DL) were checked by polarized light microscopy. ·
Key equations
The release rate of one component (slope k of concentration versus time, times medium volume V) per exposed area A, divided by its weight fraction x in the ASD; equal R for drug and polymer means congruent release. The paper defines R but reports only % release profiles, no R values.·
Terms used on this page
- Congruent release: drug and polymer leave the ASD at the same normalized rate, that is, in the ratio in which they are mixed. Incongruent: one leaves faster, here the polymer.
- LoC (limit of congruency): the highest drug loading that still gives congruent release; above it release falls off a "cliff".
- AAPS (amorphous–amorphous phase separation): a miscible drug–polymer glass splitting into a drug-rich and a polymer-rich amorphous phase, here driven by water.
- LLPS (liquid–liquid phase separation): the same kind of split in a water-rich solution, giving drug-rich nanodroplets.
- Gel layer: the rubbery, water-swollen zone between the dry glassy core and the solution.
- Binodal: the composition at which a mixture starts to split into two phases; spinodal: the composition beyond which it splits spontaneously.
- Phase inversion: the minority phase turning into the continuous phase as its share grows.
- Colour code: red = Nile red (drug-rich); green = Alexa Fluor 488 (polymer/water-rich); yellow/orange = both dyes (mixed, dry or unseparated).
03Main findings
Release collapses between 20 and 30% drug loading
At 20% DL drug and polymer came out together and completely in about an hour; at 30% DL the polymer outran the drug (about 69% versus 35% at 90 min); at 40 and 50% DL at most about 3% of the drug and 10–14% of the polymer came out in 90 min. ···
More detail
At 20% DL the two release curves overlap: about 18% after 5 min, 64% after 30 min and 97% after 60 min for RTV, against 14%, 63% and 97% for PVPVA. The authors read this as congruent and complete release within 1 hr. ·· At 30% DL the polymer led from the start: about 29% versus 13% at 30 min and 69% versus 35% at 90 min; the text gives the drug as "only 30%" after 90 min, the figure about 35%. ·· At 40% DL RTV stayed below about 3% and PVPVA reached about 14% at 90 min; at 50% DL about 3% and 10.5%. The text calls this "no drug release and very minimal polymer release". ·· Neat amorphous RTV released almost nothing (at most about 0.5%), which the authors expect from its very low amorphous solubility; neat PVPVA dissolved fast (about 89% at 30 min). · The authors say the results agree with the reported LoC of 25% DL; in this paper release was measured at 20% DL but not at 10 or 25% DL, so the switch lies between 20 and 30% DL in the data shown. ·· No crystals were seen in the gel layers after up to 60 min, so crystallization does not explain the drop.
On the surface, drug-rich droplets turn into a continuous drug-rich layer
Nile red images of partly dissolved compacts showed small discrete drug-rich domains at 10–25% DL, a mix of continuous and discrete drug-rich regions at 30% DL, and at 40–50% DL an interconnected, porous drug-rich phase after 5 min that covered the whole surface after 30 min. ·
More detail
Neat amorphous RTV and neat PVPVA gave uniform red surfaces at 5 and 20 min, which the authors take to mean that the dye does not segregate on its own, so red contrast in the ASDs marks phase separation. · At 10, 20 and 25% DL the surfaces carried small discrete red domains at both time points and looked diffuse. At 30% DL the surface was heterogeneous at 5 and at 30 min, with solid red patches of continuous drug-rich layer next to areas of small red dots. At 40 and 50% DL an interconnected, porous drug-rich network covered the surface at 5 min, and after 30 min the whole surface was a drug-rich layer. The authors line these patterns up with release: discrete domains below the LoC, a mixed surface where release is incongruent and incomplete, a continuous layer where no drug is released. Black areas are read as out-of-focus regions of uneven surfaces. The text and the caption disagree on one time point (25% DL at 20 or 30 min), and 25% DL is grouped "below" a LoC of 25%. ·
Cross-sections show a gel layer, and from 30% DL a drug-rich crust on top
All compacts had a glassy core and a gel layer; at 10–20% DL drug-rich droplets of 0.5–2 µm sat only at the gel surface, while 30% DL formed a 5–10 µm drug-rich surface layer within 5 min and 40% DL a continuous layer about 12 µm thick by 30 min. ··
More detail
At 30% DL after 5 min the Nile red image shows three layers: a glassy core with particle boundaries and cracks, a homogeneous gel layer with circular voids, and a thin (5–10 µm) drug-rich layer that is continuous on the water side and more porous just below. · At all loadings from 10 to 40% DL the gel layer had a sharp boundary to the glassy core and no grain boundaries, which the authors take to show it is above its Tg; they attribute the gel to plasticization of the polymer by water. ·· With both dyes: at 10% DL very small red droplets (500 nm to 2 µm) sat in an otherwise homogeneous gel at the compact surface after 5 and 10 min, and the compact was almost gone by 20 min; 20% DL looked the same, with some larger red and green regions in the last remnant at 20 min. At 30% DL a continuous drug-rich layer was present at 5 min; by 20 and 30 min it was thicker but broken, with green polymer/water-rich regions carrying red droplets next to thick red regions. The authors relate this to the faster polymer than drug release, "since majority of the drug is stuck in the thick drug-rich layer". · At 40% DL a continuous orange-red layer covered the surface at all times, about 12 µm thick at 30 min, with green polymer/water-rich regions under it. · Neat PVPVA gave a uniform orange gel. · For the low loadings the authors stress that droplets form only at the surface, not deeper in the gel.
The drug-rich layer slows water entry
The gel–glass front advanced at the same rate for neat PVPVA, 10 and 20% DL (about 44–54% of the compact in 10 min, all of it by 20 min), but reached only about 29% (30% DL) and 17% (40% DL) by 20 min, with no further progress by 30 min. ··
More detail
The depth reached by the gel–glass front, in % of compact thickness, was about 25% at 5 min, 44–54% at 10 min and 100% at 20 min for neat PVPVA, 10 and 20% DL. At 30% DL it was about 13% at 10 min, 29% at 20 min and 25% at 30 min; at 40% DL about 5, 11, 17 and 17% at 5, 10, 20 and 30 min. The authors read the equal rates below the LoC as water entry unaffected by the drug or by drug-rich domains ("suggests"), and the slowdown and plateau above it as water ingress "significantly retarded" by the hydrophobic drug-rich surface layer, which "effectively acts as a barrier". ·· The front position is a proxy for water entry; water content itself was not measured.
Real-time imaging: droplets leave with the polymer at low loading; a layer traps them at high loading
At 10 and 20% DL red drug-rich droplets formed right at the gel–solution interface and left with the dissolving polymer; at 30% DL a continuous but porous drug-rich layer formed at once and let air and some polymer out; at 40% DL a rigid, continuous layer formed at once with no polymer signal beyond it. ···
More detail
The authors stress that these time-lapse experiments are not quantitatively comparable with the release test or with each other: agitation was manual and compacts could also wet from below. A neat PVPVA compact first lengthened (swelling), then shrank as the polymer dissolved; a sharp orange–green front marked water entry, the gel was green because water quenches Nile red, and the green faded towards the solution. ·· At 10% DL small red droplets appeared near the gel–solution interface from the first minute and kept forming there, not throughout the gel, and passed into the solution with the polymer. The authors read them as RTV-rich nanodroplets formed by AAPS once the local composition crosses the binodal, matching the congruent release reported for this loading. ··· At 20% DL the same happened, but droplets formed deeper in the gel and the clear zone between the water front and the first droplets was shorter; the authors infer that the water content needed to cross the binodal is higher at 10% DL. ·· At 30% DL a continuous but porous red layer formed immediately at the gel–solution interface; air bubbles escaped through it, and green colour appeared beyond it, read as polymer leaving through pores while RTV trapped in the layer stays ("This explains why only partial release of drug is observed"). ··· At 40% DL red and green regions appeared at once, then a thin continuous red layer covered the interface with all green regions under it; it swelled and thickened, looked more rigid and non-porous than at 30% DL, and no green appeared beyond it, read as no Alexa Fluor 488 "and by extension, polymer" leaving. The phase-separated region reached 50–100 µm into the matrix. ·· In the release test, however, about 14% of the polymer left a 40% DL compact in 90 min. ·
The surface becomes drug-rich during dissolution
At 40% DL the compact surface held 35 wt% RTV before and 72 wt% after 30 min in buffer (XPS). ·
More detail
Before dissolution the XPS surface composition, 35 wt% RTV (SD about 0.5), was close to the nominal 40% for a homogeneous ASD; after 30 min it was 72 wt% (SD about 10). Values are five measurements on one compact. · The authors read this as surface enrichment of drug during incongruent release, as seen for other ASDs, caused by preferential release of polymer and consistent with the drug-rich layer seen by confocal microscopy at this loading. ·
04Further observations
- No crystals formed in the gel layers within 60 min.
- A neat PVPVA compact swells first and then shrinks as the polymer dissolves. ·
- At 20% DL droplets form deeper in the gel than at 10% DL. ·
- Air bubbles escape through the 30% DL drug-rich layer.
- At 40% DL the separated zone reaches 50–100 µm into the matrix in real-time imaging.
More detail
- Gel layers stayed amorphous. Polarized light showed no crystals in gel layers scraped off after 30 min (20% DL) or 60 min (30–50% DL), and none in the ASD powders before use.
- Swelling before dissolution. In the first minute a neat PVPVA compact grew in length as water entered before the chains could disentangle; it then shrank as chains disentangled and dissolved. The authors rest this on polymer dissolution theory (ref 34). ··
- Where droplets form depends on loading. At 20% DL the homogeneous zone between the water front and the first droplets was shorter than at 10% DL, so separation started at lower water content. The authors take nanodroplet formation near the interface to reflect a threshold water content for crossing the binodal ("can be rationalized"). ··
- The 30% DL layer is soft. It let air bubbles escape at 1, 2, 5 and 30 min and showed pores and channels at the compact–solution interface. ·
- Depth of separation. At 40% DL the separated zone reached 50–100 µm into the matrix in the real-time set-up, against a continuous drug-rich layer of 5–10 µm (30% DL, 5 min) or about 12 µm (40% DL, 30 min) in release-test cross-sections; the set-ups hydrate differently. ···
- Voids in the gel. Circular voids in the gel layer are "likely" trapped air from the spaces between compressed particles. ·
05How the authors connect the findings
More detail
- Gel formation. On contact with water the glassy ASD is plasticized into a rubbery gel layer with a sharp boundary to the glassy core; polymer chains then disentangle at the gel–solution side and dissolve. For RTV–PVPVA, with a low-Tg drug, polymer dissolution goes through this gel route; high-Tg drugs or polymers "may potentially" dissolve differently, for example by cracking into small blocks. ···
- Where separation happens. The gel replaces a sharp solid–liquid boundary with a gradient of solids. Water-induced AAPS depends on loading and water content, and water is highest next to the solution, so separation is "favored" at the gel–solution interface, as the cross-sections and time-lapse images show. · In the authors' view AAPS in the gel and LLPS in solution are parts of one process on one three-component phase diagram, so at this interface the two blur; separation at the interface, in contact with the bulk solution, "would presumably" also explain the earlier isotope scrambling result that pointed to nanodroplets forming in solution. ·
[+] Low loading. The drug is the minority, so it forms the discrete phase inside a continuous, highly water-soluble polymer-rich phase; as that phase dissolves the drug-rich domains are released as nanodroplets, giving rapid congruent release. The authors "propose" that drug-rich and polymer-rich domains form together by AAPS only where water drives the system into the two-phase region, not throughout the ASD and without surfactant (unlike Harmon et al.), and that droplets form only at the surface (unlike the "particle and glue" picture of Li et al.). ··
Transition. At 30% DL discrete drug-rich regions are released early and extensive drug-rich domains dominate later ("appears to be a transition"); the layer is porous, so polymer-rich phase and embedded droplets escape. The authors suggest dynamic phase separation: the first polymer-rich phase still holds some drug and, as it takes up more water, passes the spinodal and throws out more droplets ("can be caused"). ··
[-] High loading. A drug-rich network forms at the surface within minutes, deepens as water penetrates and coalesces, because of high mobility at high water content and the low wet Tg of RTV (~14 °C), into a contiguous coating. It cannot dissolve because the medium is saturated at the amorphous solubility and persists unless removed mechanically. It blocks water entry, which polymer dissolution needs, and "may serve" as a physical barrier to polymer release even where water gets in, which the authors say explains why poor drug release often comes with poor polymer release. ····
What sets the switch point. The relative amounts of the soluble polymer-rich and insoluble drug-rich phases: the lower-volume phase is "anticipated" to be discrete and the higher-volume phase continuous, so a phase inversion is "anticipated" as loading rises; coalescence of the low-Tg drug-rich phase "can also contribute". This follows the general rule that the low-composition component is "more likely" to form the discrete phase (refs 53–61). ··
Conclusion drawn. Correlating morphology with release "indicates" that a continuous drug-rich phase is catastrophic for release, and the transition from congruent to incongruent release is "likely dependent" on the phase morphology after AAPS, in agreement with Han et al. (ref 52). The authors see the imaging as "strong support" for this link in RTV–PVPVA.
06What it means for formulation
- Release models should treat two regimes: drug release coupled to polymer release, and release controlled by a drug-rich barrier layer.
- The imaging approach may reveal other release-limiting mechanisms for other drugs.
- For RTV in PVPVA, loadings at or above about 25–30% DL risk a drug-rich surface crust; a release test in which the polymer outruns the drug is the early sign.
More detail
- New first-principle release models are "expected" to build on two regimes: loadings where drug release is coupled to polymer release, and loadings where a drug-rich barrier layer controls release.
- The hydration and dissolution imaging methods "may provide insight" into other mechanisms behind poor release of other drugs.
- PVPVA dissolution via a gel layer was shown for a low-Tg drug; ASDs of high-Tg drugs or polymers "may potentially" behave differently.
- What limits release here is not the drug's solubility alone but whether the drug-rich phase becomes continuous at the surface; measuring drug and polymer release together, rather than drug alone, shows when that happens.
- In this system the margin is narrow: congruent at 20% DL, incongruent at 30% DL. Release at the intermediate loadings was not measured here, so the usable maximum for this pair is not fixed by this paper.
- Anything that keeps the drug-rich phase dispersed or makes the surface layer porous, as at 30% DL, should help release; the paper does not test such changes.
07Open questions
- Why does the LoC vary so much between drugs in PVPVA, down to 5% DL?
- Do ASDs of high-Tg drugs or polymers dissolve by other mechanisms?
- The volumes and compositions of the separated phases were not measured.
- No release data at 25% DL; the switch lies between 20 and 30% DL.
More detail
- It is "unclear" why the LoC varies so much between drugs formulated with PVPVA, down to 5% DL for some; if the drug-rich phase were mostly drug, such a low-loading ASD could not form enough of it for a continuous layer. ·
- Other dissolution mechanisms "may potentially" apply to ASDs of high-Tg APIs or polymers.
- The imaging approach "may provide insight" into poor release of other drugs.
- The phase-volume explanation of the switch was not tested: no phase diagram, phase compositions or phase volumes of RTV–PVPVA–water were measured.
- The release switch is located only between 20 and 30% DL here; 25% DL was imaged but its release was not measured. ·
- Polymer retention at 40% DL was inferred from a dye; the release test shows about 14% polymer release in 90 min.
- Whether the medium was saturated at the amorphous solubility, the stated reason the layer does not dissolve, was not measured.
- Domain sizes and connectivity were described from images, not quantified.
08How solid
AI assessment, not a statement made in the paperThe release data and the three imaging modes agree on where the drug-rich phase turns continuous. But the causal link is a correlation in one drug–polymer pair, the morphology is described qualitatively, and several statements rest on dye signals or on an uncontrolled set-up. ·····
More detail
- Release at 20, 30, 40 and 50% DL shows the switch clearly, with triplicates and drug and polymer measured separately.
- Surface images, cross-sections and real-time images agree: discrete droplets at 10–20% DL, a continuous drug-rich layer from 30% DL. ··
- Controls rule out dye artefacts: neat RTV and neat PVPVA give uniform signals. ·
- Water entry slows only where the layer forms, and the surface turns drug-rich (35 to 72 wt% RTV). ·
- No crystallization was found, so the drop is not a crystallization effect.
- One drug and one polymer; no intervention that removes or prevents the layer at a fixed loading.
- No release at 10 or 25% DL here; the abstract's "below 30% DL" rests on 20% DL plus cited data.
- Phase volumes, compositions and solution saturation, on which the explanations rest, were not measured. ·
- Polymer retention at 40% DL is inferred from dye, while the release test shows some polymer release.
- The real-time set-up is not hydrodynamically controlled, and the authors themselves say rates cannot be compared between samples. ·
- Text, captions and release values disagree in several places (30 versus 35% release, "no release" versus 3–14%, figure and reference mis-citations). ·····
- XPS rests on one compact per condition.
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.
| Figure | What it does in the paper | Supports | Check (AI note) |
|---|---|---|---|
| Fig. 1 (p.5) | Defines the system: ritonavir and PVPVA structures.· | 0.2 | |
| Fig. 2 (p.8)key figure | The release test that defines the cliff: congruent at 20% DL, incongruent at 30%, near zero at 40–50%, plus neat controls. | F1, K1 | Text rounds 35% to 30% and calls 3–14% "no release".· |
| Fig. 3 (p.9–10)key figure | Surface morphology across loadings: discrete domains to continuous drug-rich cover. | F2, K2 | 25% DL time point differs between text and caption. |
| Fig. 4 (p.11)key figure | Layer structure of a dissolving 30% DL compact: core, gel, drug-rich surface layer. | F3 | |
| Fig. 5 (p.12–13)key figure | Cross-sections with both dyes: droplets at low loading, a drug-rich crust from 30% DL. | F3, K2 | Cited in the 30% DL discussion with wrong panels (5e, f). |
| Fig. 6 (p.14)key figure | Water entry measured by the gel–glass front: equal at 0–20% DL, slow and stalled at 30–40%. | F4, K3 | |
| Fig. 7 (p.16)key figure | Real-time control: neat PVPVA swells, gels and dissolves without phase separation. | 0.4 | |
| Fig. 8 (p.17)key figure | Real-time 10% DL: droplets form at the gel–solution interface and leave with the polymer. | F5, K6 | |
| Fig. 9 (p.18)key figure | Real-time 20% DL: droplets form deeper in the gel than at 10%. | F5 | Text cites "Figure 7g and Figure 8g" at 20 min for this comparison. |
| Fig. 10 (p.20)key figure | Real-time 30% DL: a porous continuous drug-rich layer lets air and polymer through. | F5, K5 | Rates are not comparable between real-time runs. |
| Fig. 11 (p.21)key figure | Real-time 40% DL: a rigid continuous layer with no polymer signal beyond it. | F5, K4 | Release test shows about 14% polymer release at this loading. |
| Fig. 12 (p.22)key figure | XPS: the surface turns drug-rich during dissolution at 40% DL. | F6, K4 | One compact, five spots. |
| Graphical abstract (p.31) | Summary schematic: droplets at low loading, a network and surface layer at high loading, next to two release curves. | header | A schematic, not data. |
| Figs. S1–S3 (SI, not supplied) | Polarized light images of gel layers (S1), an example of the glassy-core measurement (S2) and the real-time set-up (S3).·· |