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Embracing Sex-specific Differences in Engineered Kidney Models for Enhanced Biological Understanding

Tissues and Organs · Submitted 29 Aug 2023

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Ultimately, this roadmap to incorporating sex-dimorphism in kidney in vitro models will facilitate the creation of better models for studying sex-specific mechanisms in the kidney and their impact on drug efficacy and safety.

how it is stated · hedged possibility 0.54 read the record →

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arXiv ID2308.15264 (version 1)
Pith IDK6QJ3T2K, Pith's permanent record of this paper and its review
CitationAur\'elie MF Carlier, Charlotte A Veser, Sangita Swapnasrita, Silvia M Mih\u{a}il\u{a}. "Embracing Sex-specific Differences in Engineered Kidney Models for Enhanced Biological Understanding." arXiv:2308.15264 (2023). https://pith.science/paper/K6QJ3T2K
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,176 input tokens.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.07 · human participants 0.13 · controlled comparison 0.04 · randomized assignment 0.01 · states quantitative result 0.02 · compares with prior results 0.05 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

In vitro models play a crucial role in advancing our understanding of biological processes, disease mechanisms, and developing screening platforms for drug discovery. Kidneys play an instrumental role in transport and elimination of drugs and toxins. However, despite the well-established patient-to-patient differences in kidney function and disease manifestation, progression and prognostic, few studies take this variability into consideration. In particular, the discrepancies between female and male biology warrants a better representation within kidney in vitro models. The omission of sex as a biological variable poses the significant risk of overlooking sex-specific mechanisms in health and disease and potential differences in drug efficacy and toxicity between males and females. This review aims to highlight the importance of incorporating sex dimorphism in kidney in vitro models by examining the sexual characteristics in the context of the current state-of-the-art. Furthermore, this review underscores opportunities for improving kidney models by incorporating sex-specific traits. Ultimately, this roadmap to incorporating sex-dimorphism in kidney in vitro models will facilitate the creation of better models for studying sex-specific mechanisms in the kidney and their impact on drug efficacy and safety.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 In vitro models play a crucial role in advancing our understanding of biological processes, disease mechanisms, and developing screening platforms for drug discovery. background 1.00 0.04 0.02 asserted 1.00
s1 Kidneys play an instrumental role in transport and elimination of drugs and toxins. background 1.00 0.03 0.02 asserted 1.00
s2 However, despite the well-established patient-to-patient differences in kidney function and disease manifestation, progression and prognostic, few studies take this variability into consideration. gap 0.96 0.05 0.04 asserted 1.00
s3 In particular, the discrepancies between female and male biology warrants a better representation within kidney in vitro models. gap 0.66 0.05 0.08 asserted 0.84
s4 The omission of sex as a biological variable poses the significant risk of overlooking sex-specific mechanisms in health and disease and potential differences in drug efficacy and toxicity between males and females. background 0.60 0.05 0.17 asserted 0.69
s5 This review aims to highlight the importance of incorporating sex dimorphism in kidney in vitro models by examining the sexual characteristics in the context of the current state-of-the-art. contribution 0.96 0.21 0.19 asserted 0.89
s6 Furthermore, this review underscores opportunities for improving kidney models by incorporating sex-specific traits. contribution 0.57 0.34 0.14 asserted 0.73
s7 Ultimately, this roadmap to incorporating sex-dimorphism in kidney in vitro models will facilitate the creation of better models for studying sex-specific mechanisms in the kidney and their impact on drug efficacy and safety. future work 0.81 0.10 0.80 hedged possibility 0.54

What kind of paper the classifier reports this is: review 1.00 · evidence from literature 0.92.

What was examined, and what was not

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

In vitro models play a crucial role in advancing our understanding of biological processes, disease mechanisms, and developing screening platforms for drug discovery. Kidneys play an instrumental role in transport and elimination of drugs and toxins. However, despite the well-established patient-to-patient differences in kidney function and disease manifestation, progression and prognostic, few studies take this variability into consideration. In particular, the discrepancies between female and male biology warrants a better representation within kidney in vitro models. The omission of sex as a biological variable poses the significant risk of overlooking sex-specific mechanisms in health and disease and potential differences in drug efficacy and toxicity between males and females. This review aims to highlight the importance of incorporating sex dimorphism in kidney in vitro models by examining the sexual characteristics in the context of the current state-of-the-art. Furthermore, this review underscores opportunities for improving kidney models by incorporating sex-specific traits. Ultimately, this roadmap to incorporating sex-dimorphism in kidney in vitro models will facilitate the creation of better models for studying sex-specific mechanisms in the kidney and their impact on drug efficacy and safety.

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