Evidence map›Paper›PMID 38556548›Full record

ArticleExperimental & molecular medicine2024

Transcriptome-based deep learning analysis identifies drug candidates targeting protein synthesis and autophagy for the treatment of muscle wasting disorder.

Min Hak Lee, Bada Lee, Se Eun Park, Ga Eul Yang, Seungwoo Cheon, Dae Hoon Lee, Sukyeong Kang, Ye Ji Sun, Yongjin Kim, Dong-Sub Jung and 4 more

Open access · goldAbstract read
In one paragraph

Article in Experimental & molecular medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.7field-weighted citation impact, top 32% of its field
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

5 citing papers in PubMed, 3 citations in OpenAlex.

  1. Review
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  5. Review
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

14 authors at 3 institutions in 2 countries.

Min Hak Lee *College of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea.
Bada Lee *College of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea.
Se Eun ParkCollege of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea.
Ga Eul YangCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Seungwoo CheonCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Dae Hoon LeeCollege of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea.
Sukyeong KangDepartment of Biomedical and Pharmaceutical Sciences, Kyung Hee University, Seoul, 02447, Republic of Korea.
Ye Ji SunCollege of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea.
Yongjin KimCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Dong-Sub JungCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Wonwoo KimCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Jihoon KangCenter for Research and Development, Oncocross Ltd, Seoul, 04168, Republic of Korea.
Yi Rang KimDepartment of Pharmacology, Institute of Regulatory Innovation Through Science, Kyung Hee University, Seoul, 02447, Republic of Korea. 99yirang@oncocross.com.
Jin Woo ChoiCollege of Pharmacy, Kyung Hee University, Seoul, 02447, Republic of Korea. jinwoo.ch@khu.ac.kr.ORCID http://orcid.org/0000-0003-1177-598X
Korea Development Institute · KRKyung Hee University · KRKyung Hee Cyber University · KR

Funding

Ministry of Food and Drug Safety (MFDS) 21153MFDS601Ministry of Health, Welfare and Family Affairs | Korea National Institute of Health (KNIH) HI14C1090Ministry of Science, ICT and Future Planning (MSIP) NRF-2022R1A2C2009281
6 · The paper itself

Abstract

Sarcopenia, the progressive decline in skeletal muscle mass and function, is observed in various conditions, including cancer and aging. The complex molecular biology of sarcopenia has posed challenges for the development of FDA-approved medications, which have mainly focused on dietary supplementation. Targeting a single gene may not be sufficient to address the broad range of processes involved in muscle loss. This study analyzed the gene expression signatures associated with cancer formation and 5-FU chemotherapy-induced muscle wasting. Our findings suggest that dimenhydrinate, a combination of 8-chlorotheophylline and diphenhydramine, is a potential therapeutic for sarcopenia. In vitro experiments demonstrated that dimenhydrinate promotes muscle progenitor cell proliferation through the phosphorylation of Nrf2 by 8-chlorotheophylline and promotes myotube formation through diphenhydramine-induced autophagy. Furthermore, in various in vivo sarcopenia models, dimenhydrinate induced rapid muscle tissue regeneration. It improved muscle regeneration in animals with Duchenne muscular dystrophy (DMD) and facilitated muscle and fat recovery in animals with chemotherapy-induced sarcopenia. As an FDA-approved drug, dimenhydrinate could be applied for sarcopenia treatment after a relatively short development period, providing hope for individuals suffering from this debilitating condition.

Indexed as

AutophagyTranscriptomeAnimalsDisease Models, AnimalGene Expression ProfilingHumansMiceMuscle, SkeletalMuscular Dystrophy, DuchenneProtein BiosynthesisSarcopenia

Identifiers

PMID38556548
PMCPMC11059359
OpenAlexW4393360265

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.