Evidence map›Paper›PMID 42182122›Full record

ArticlebioRxiv : the preprint server for biology2026

Reprogramming Dedifferentiation Regulatory Networks Preserves Human Chondrocyte Phenotypes.

Ellen Y Zhang, Sang Hyun Lee, Yu-Chung Liu, Yuna Heo, Hannah H Kim, Dong Hwa Kim, Tyler E Blanch, Jaeun Jung, Claudia Loebel, Melike Lakadamyali and 3 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Ellen Y ZhangMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Sang Hyun LeeDepartment of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, KOR.
Yu-Chung LiuDepartment of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Yuna HeoMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Hannah H KimDepartment of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Dong Hwa KimMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Tyler E BlanchMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Jaeun JungMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Claudia LoebelDepartment of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Melike LakadamyaliDepartment of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Robert L MauckMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Inkyung JungDepartment of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, KOR.ORCID 0000-0002-5885-2754
Su Chin HeoMcKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelm an School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.ORCID 0000-0003-2771-5076

Funding

Research Project 2P50AR080581 · NIAMS · UNIVERSITY OF PENNSYLVANIA · PI LOUIS J SOSLOWSKY · 2023 to 2026
$7.9M
Biomimetic Vascular Matrix for Vascular Smooth Muscle Cell Mechanobiology and PathologyR01HL163168 · NHLBI · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Yongho Bae, Su Chin Heo · 2023 to 2026
$2.2M
Preserving chromatin nano-structure to enhance chondrocyte therapeutic potential for cartilage repairR01AR079224 · NIAMS · UNIVERSITY OF PENNSYLVANIA · PI Su Chin Heo, Melike Lakadamyali · 2022 to 2026
$2.0M
NHLBI NIH HHS R01 HL163168NIAMS NIH HHS P50 AR080581NIAMS NIH HHS R01 AR079224
6 · The paper itself

Abstract

Chondrocyte-based cartilage repair strategies such as autologous chondrocyte implantation (ACI) require extensive in vitro expansion to obtain clinically relevant cell numbers. However, this expansion step progressively drives chondrocyte dedifferentiation, reducing matrix-forming capacity and contributing to variable repair outcomes. To better understand this process, we used single-nucleus multiome profiling (snRNA-Seq + snATAC-Seq) to define the transcriptional and chromatin accessibility programs underlying human chondrocyte dedifferentiation during expansion. Multiome integration across passages revealed a continuous dedifferentiation trajectory accompanied by coordinated remodeling of gene expression and chromatin accessibility, identifying chromatin destabilization as an early regulatory event during phenotype loss. Guided by these regulatory signatures, we screened available small-molecule inhibitors targeting candidate pathways and found that Fludarabine most consistently preserved chondrocyte identity during early expansion. Fludarabine was associated with suppression of STAT1-related programs and early stabilization of the chromatin landscape prior to broader transcriptional recovery. Functionally, treated cells demonstrated enhanced matrix-forming capacity in chondrogenic pellet culture and significantly increased nascent protein synthesis in 3D hydrogel culture, with biosynthetic output approaching unexpanded controls by day 21. Together, these findings identify chromatin stability as a key regulatory determinant of expansion-associated chondrocyte dedifferentiation and establish a pharmacologic strategy to preserve chondrocyte functional potency during cell manufacturing for cartilage repair.

Indexed as

autologous chondrocyte implantationcartilage regenerationchondrocyte dedifferentiationchromatin remodelingsingle-nucleus multiome

Identifiers

PMID42182122
PMCPMC13192949

What OpenQuestion holds

Textmetadata
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.