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Atlas of Computational Cell Reprogramming
I Modality

Pluripotency induction

Global reset of a somatic distribution toward a distant pluripotent attractor.

Methods addressing this modality

15 methods

Crespo I et al. · 2013 · BMC systems biology

BACKGROUND: Cellular differentiation and reprogramming are processes that are carefully orchestrated by the activation and repression of specific sets of genes.

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No code

Cahan et al. · 2014 · Cell

Canonical Level 1 method. Reconstructs cell-type-specific GRNs from expression data and prioritizes regulators whose perturbation is expected to restore the target network.

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Code Repro 4/4 FAIR 3/5

Lang AH et al. · 2014 · PLoS computational biology

A common metaphor for describing development is a rugged "epigenetic landscape" where cell fates are represented as attracting valleys resulting from a complex regulatory network.

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No code

Del Vecchio D et al. · 2017 · Cell systems

To artificially reprogram cell fate, experimentalists manipulate the gene regulatory networks (GRNs) that maintain a cell's phenotype.

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No code

Ronquist S et al. · 2017 · Proceedings of the National Academy of Sciences of the United States of America

The day we understand the time evolution of subcellular events at a level of detail comparable to physical systems governed by Newton's laws of motion seems far away.

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No code

Danter WR · 2019 · Orphanet journal of rare diseases

BACKGROUND: Conversion of human somatic cells into induced pluripotent stem cells (iPSCs) is often an inefficient, time consuming and expensive process.

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No code Repro 0/4 FAIR 0/5

Xu Q et al. · 2021 · Nucleic acids research

Proper cell fate determination is largely orchestrated by complex gene regulatory networks centered around transcription factors.

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Code Repro 4/4 FAIR 3/5

Napolitano F et al. · 2021 · Stem cell reports

Controlling cell fate has great potential for regenerative medicine, drug discovery, and basic research.

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Code Repro 2/4 FAIR 3/5

Jung S et al. · 2021 · Nature communications

Human cell conversion technology has become an important tool for devising new cell transplantation therapies, generating disease models and testing gene therapies.

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Code Repro 4/4 FAIR 0/5

Wang J et al. · 2021 · NAR genomics and bioinformatics

Cellular reprogramming is a promising technology to develop disease models and cell-based therapies.

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Code Repro 2/4 FAIR 0/5

Andersson E et al. · 2022 · iScience

Experimental and computational efforts are constantly made to elucidate mechanisms controlling cell fate decisions during development and reprogramming.

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Code Repro 3/4 FAIR 0/5

Han L et al. · 2023 · Communications biology

Cellular transitions hold great promise in translational medicine research.

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No code

Zheng M et al. · 2023 · Stem cell reports

Cellular conversion can be induced by perturbing a handful of key transcription factors (TFs).

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Code Repro 4/4 FAIR 1/5

Wytock TP et al. · 2024 · Proceedings of the National Academy of Sciences of the United States of America

Recent developments in synthetic biology, next-generation sequencing, and machine learning provide an unprecedented opportunity to rationally design new disease treatments based on measured responses to gene…

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Code Repro 4/4 FAIR 1/5

Li C et al. · 2025 · Genome research

Reprogramming cell state transitions provides the potential for cell engineering and regenerative therapy.

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Code Repro 4/4 FAIR 3/5