Evidence map›Paper›PMID 33122442›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Two-step crystallization and solid-solid transitions in binary colloidal mixtures.

Huang Fang, Michael F Hagan, W Benjamin Rogers

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Kinetic pathways of solid-solid phase transitions dictated by short-range interactions.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  4. Article
  5. Dynamic and asymmetric colloidal molecules.Nature communications · 2025
    Article
  6. Programming patchy particles for materials assembly design.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  7. Article
  8. Article
  9. Article
  10. Geometrically programmed self-limited assembly of tubules using DNA origami colloids.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  11. Article
  12. Article
  13. Article
  14. Self-assembly of photonic crystals by controlling the nucleation and growth of DNA-coated colloids.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Huang FangMartin A. Fisher School of Physics, Brandeis University, Waltham, MA 02453.ORCID 0000-0001-5802-9330
Michael F HaganMartin A. Fisher School of Physics, Brandeis University, Waltham, MA 02453.ORCID 0000-0002-9211-2434
W Benjamin RogersMartin A. Fisher School of Physics, Brandeis University, Waltham, MA 02453 wrogers@brandeis.edu.ORCID 0000-0001-8587-8215

Funding

Computational modeling of viral capsid and bacterial microcompartment assemblyR01GM108021 · NIGMS · BRANDEIS UNIVERSITY · PI HAGAN, MICHAEL F · 2013 to 2021
$2.7M
NIGMS NIH HHS R01 GM108021
6 · The paper itself

Abstract

Crystallization is fundamental to materials science and is central to a variety of applications, ranging from the fabrication of silicon wafers for microelectronics to the determination of protein structures. The basic picture is that a crystal nucleates from a homogeneous fluid by a spontaneous fluctuation that kicks the system over a single free-energy barrier. However, it is becoming apparent that nucleation is often more complicated than this simple picture and, instead, can proceed via multiple transformations of metastable structures along the pathway to the thermodynamic minimum. In this article, we observe, characterize, and model crystallization pathways using DNA-coated colloids. We use optical microscopy to investigate the crystallization of a binary colloidal mixture with single-particle resolution. We observe classical one-step pathways and nonclassical two-step pathways that proceed via a solid-solid transformation of a crystal intermediate. We also use enhanced sampling to compute the free-energy landscapes corresponding to our experiments and show that both one- and two-step pathways are driven by thermodynamics alone. Specifically, the two-step solid-solid transition is governed by a competition between two different crystal phases with free energies that depend on the crystal size. These results extend our understanding of available pathways to crystallization, by showing that size-dependent thermodynamic forces can produce pathways with multiple crystal phases that interconvert without free-energy barriers and could provide approaches to controlling the self-assembly of materials made from colloids.

Indexed as

ColloidsComputer SimulationCrystallizationDNAProteinsThermodynamicsColloidsDNAProteinsclassical nucleation theorycrystallization pathwaysDNA-coated colloidstwo-step nucleation

Identifiers

PMID33122442
PMCPMC7668103

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.