KR102240928B1 - Pharmaceutical composition for prevention or treatment of central nervous system diseases by TDP-43 mediated stress granule aggregation in cells via inhibiting ATXN2 - Google Patents

Pharmaceutical composition for prevention or treatment of central nervous system diseases by TDP-43 mediated stress granule aggregation in cells via inhibiting ATXN2 Download PDF

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KR102240928B1
KR102240928B1 KR1020190170484A KR20190170484A KR102240928B1 KR 102240928 B1 KR102240928 B1 KR 102240928B1 KR 1020190170484 A KR1020190170484 A KR 1020190170484A KR 20190170484 A KR20190170484 A KR 20190170484A KR 102240928 B1 KR102240928 B1 KR 102240928B1
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박성수
최윤정
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Abstract

The present invention relates to a pharmaceutical composition for preventing and treating central nervous system diseases caused by the generation of stress granules in cells, and more particularly, to a pharmaceutical composition for preventing and treating central nervous system diseases, which comprises any one selected from the group consisting of Epiandrosterone, Topiramate and pharmaceutically acceptable salts thereof as an active ingredient to inhibit ATXN2 and thus suppress abnormal aggregation of TDP-43 protein, thereby achieving the effect of remarkably lowering the production of stress granules in amyotrophic lateral sclerosis and frontal dementia cells which are the central nervous system diseases, and thus can be advantageously used for developing the preventive and therapeutic agents for amyotrophic lateral sclerosis or frontal dementia.

Description

스트레스 과립의 조절제인 ATXN2를 제어하여 TDP-43 단백질의 과잉생산을 억제하는 중추신경계질환의 예방 및 치료 조성물{Pharmaceutical composition for prevention or treatment of central nervous system diseases by TDP-43 mediated stress granule aggregation in cells via inhibiting ATXN2}Pharmaceutical composition for prevention or treatment of central nervous system diseases by TDP-43 mediated stress granule aggregation in cells via inhibiting ATXN2}

본 발명은 중추신경계질환의 예방 및 치료 조성물에 관한 것으로, 보다 상세하게는 스트레스 과립의 조절제인 ATXN2를 제어하여 TDP-43 단백질의 과잉생산을 억제하는 중추신경계질환의 예방 및 치료 조성물에 관한 것이다.The present invention relates to a composition for preventing and treating central nervous system diseases, and more particularly, to a composition for preventing and treating central nervous system diseases that inhibits overproduction of TDP-43 protein by controlling ATXN2, a modulator of stress granules.

RNA/DNA결합 단백질인 TDP-43와 스트레스 과립과 같은 비정상적인 단백질 축척과 이들의 돌연변이가 조기 치매의 일종으로서 언어장애와 행동장애를 동반하는 전측두엽성 치매 또는 전두엽성 치매(FTD: frontotemporaldementia)와 운동성 장애를 유발하는 근위축성 측삭경화증 또는 루게릭병(ALS: amyotrophic lateral sclerosis)에서 발견되어 이들 단백질과 뇌질환과의 연관성에 대해 관심이 높아지고 있다.The accumulation of abnormal proteins such as RNA/DNA binding protein TDP-43 and stress granules and their mutations is a type of early dementia, with pretemporal dementia or frontotemporaldementia (FTD) and motility associated with speech and behavioral disorders. It has been found in amyotrophic lateral sclerosis (ALS), which causes disorders, and interest in the association between these proteins and brain diseases is increasing.

TAR DNA-binding protein 43 (TDP-43)은 운동신경세포병과 관련이 있는 survival motor neuron (SMN) 유전자를 비롯한 다양한 유전자의 엑손(exon splicing)에 관여하는 것으로 산화, 노화, 독성 등 내/외부적 요인들에 의해 세포가 스트레스 상황에 놓이게 되면 stress granule으로 통칭하는 단백질, RNA, DNA 등이 응집된 덩어리가 발생하는데 기여하는 핵심적인 단백질이다. 또한, TAR DNA-binding protein 유전자에 의해 암호화되는 단백질로, 중추신경계 내 신경세포에서의 mRNA 안전성, 수송 및 국소 번역을 조절한다. TDP-43의 과잉생산의 원인으로 여러 유전자 돌연변이에 의해 기능 장애 관련 질병이 유발되며, 특히 TDP-43 유전자의 DNA 염기서열 하나의 변화가 유전자 자기조절 기능의 고장을 일으킴으로써 단백질의 과잉발현을 초래하고 전두엽성 치매나 근위축성 측삭 경화증과 관련된 다른 유전자들의 발현 이상을 초래하며 근위축성 측삭경화증 (amyotrophic lateral sclerosis (ALS))과 전두엽성 치매 (frontotemporal dementia (FTD))의 발생에 핵심적인 것으로 확인되었으며, ALS 환자의 약 90~95%에서 이러한 스트레스 과립 (stress granule)과 같은 비정상적인 응집체가 발견된다고 보고되었다. TAR DNA-binding protein 43 (TDP-43) is involved in the exon splicing of various genes, including the survival motor neuron (SMN) gene, which is related to motor neuron disease. It is a key protein that contributes to the generation of aggregated masses of proteins, RNA, DNA, etc., collectively referred to as stress granules when cells are placed in a stressful situation due to factors. In addition, as a protein encoded by the TAR DNA-binding protein gene, it regulates mRNA safety, transport, and local translation in neurons in the central nervous system. As a cause of overproduction of TDP-43, dysfunction-related diseases are caused by several gene mutations. In particular, a change in the DNA sequence of the TDP-43 gene causes the malfunction of gene self-regulation, resulting in overexpression of the protein. And other genes related to frontal dementia or amyotrophic lateral sclerosis, and it was found to be essential for the development of amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). However, it has been reported that abnormal aggregates such as stress granules are found in about 90-95% of ALS patients.

Ataxin 2는 스트레스 과립의 조절제로서 작용하여, RNA 대사에서 다수의 역할을 갖는 RNA 결합 단백질이다. 일반적으로 스트레스 과립에서 TDP-43과 같은 응집 단백질이 근위축성 측삭경화증 (ALS)에서 병리학적 단백질 응집체의 형성을 유도한다고 알려졌으며, 과립의 응집은 불용성 TDP-43의 수준을 향상시키고, 응력 과립 용해 후에 TDP-43 내포물이 지속될 수 있다고 보고되었다. Ataxin 2 is an RNA-binding protein that acts as a regulator of stress granules and has multiple roles in RNA metabolism. In general, it has been known that aggregated proteins such as TDP-43 in stress granules induce the formation of pathological protein aggregates in amyotrophic lateral sclerosis (ALS), and aggregation of granules improves the level of insoluble TDP-43 and dissolves stress granules. It was later reported that the TDP-43 inclusion could persist.

또한, 한국등록특허 제10-1924269호에서 ALS는 ubiquitin-proteosome system(UPS) 손상과 관련되고, UPS 손상은 TDP-43/ATXN2와 밀접한 관련이 있다고 개시하였으며, 미국의 등록특허 US09958460에서 TDP-43 내포 형성이 알츠하이머와 신경변성 장애을 위한 바이오마커로서 직접 관여할 수 있음이 개시되었다. In addition, Korean Patent Registration No. 10-1924269 discloses that ALS is related to ubiquitin-proteosome system (UPS) damage, and that UPS damage is closely related to TDP-43/ATXN2. It has been shown that inclusion formation can be directly involved as a biomarker for Alzheimer's and neurodegenerative disorders.

그러나 TDP-43의 원래의 역할이 세포의 생장, 유지에 관여하기 때문에, 이를 직접 억제하는 것은 세포에 치명적으로 작용하기 때문에, ataxin-2 (ATXN2)가 TDP-43의 조절신호 경로에 관여하는 것을 관련 학계에서 연구되고 있으나, ATXN2를 ALS와 FTD를 치료하는 하나의 병리학적 기전으로만 제시될 뿐 다양한 연구에도 불구하고 ATXN2의 효과적인 억제에 의한 ALS와 FTD의 효율적인 치료가 어려운 실정이다. 따라서, 본 발명에서는 ATXN2를 효과적으로 억제할 수 있는 결합물질인 epiandrosterone과 topiramate를 인공지능 기반 결합도 예측 기법으로 선별하고 이들에 의한 스트레스 과립 형성을 현저히 저하하는 효과를 확인함으로써 ALS와 FTD의 예방 및 치료를 위한 신약 후보물질로서 발굴할 수 있을 것으로 기대된다.However, since the original role of TDP-43 is involved in the growth and maintenance of cells, direct inhibition of TDP-43 acts lethal to the cells, so that ataxin-2 (ATXN2) is involved in the regulatory signaling pathway of TDP-43. Although research is being conducted in related academic circles, ATXN2 is only presented as a pathological mechanism for treating ALS and FTD, and despite various studies, effective treatment of ALS and FTD by effective inhibition of ATXN2 is difficult. Therefore, in the present invention, epiandrosterone and topiramate, which are binding substances that can effectively inhibit ATXN2, are selected using an artificial intelligence-based binding degree prediction technique, and the effect of remarkably reducing the formation of stress granules by them is confirmed to prevent and treat ALS and FTD. It is expected to be able to discover new drug candidates for

이에, 본 발명자들은 ATXN2를 효과적으로 억제할 수 있는 결합물질인 epiandrosterone과 topiramate를 약물-단백질 상호작용 예측 알고리즘 통해 선별하고, 이 두 물질에 대하여 TDP-43의 과발현으로 인한 스트레스 과립 형성을 억제하여 근위축성 측삭경화증과 전두엽성 치매 질환에 대한 효과적인 치료를 위한 후보물질로서 그 효과를 실험으로서 확인하고 본 발명을 완성하게 되었다.Accordingly, the present inventors selected epiandrosterone and topiramate, which are binding substances capable of effectively inhibiting ATXN2, through a drug-protein interaction prediction algorithm, and inhibited the formation of stress granules due to overexpression of TDP-43 for these two substances, resulting in amyotrophic properties. As a candidate material for effective treatment for lateral sclerosis and frontal dementia disease, the effect was confirmed as an experiment, and the present invention was completed.

1. 한국등록특허 제10-1924269호, 근위축성 측삭경화증의 예방, 경감 또는 치료를 위한 방법, 등록일자 2018년 11월 26일1. Korean Patent Registration No. 10-1924269, Method for the prevention, alleviation or treatment of amyotrophic lateral sclerosis, registration date November 26, 2018 2. 미국의 등록특허 US09958460호, Biomarkers and diagnostic methods for Alzheimer`s disease and other neurodegenerative disorders, 등록일자 2018년05월01일2. US Patent No. US09958460, Biomarkers and diagnostic methods for Alzheimer's disease and other neurodegenerative disorders, registration date May 1, 2018

본 발명의 목적은 Epiandrosterone, Topiramate 및 이들의 약학적으로 허용가능한 염으로 이루어진 군에서 선택되는 어느 하나를 활성성분으로 포함하는 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물을 제공하는 것이다.An object of the present invention is to inhibit the abnormal aggregation of TDP-43 by inhibiting ATXN2 containing any one selected from the group consisting of Epiandrosterone, Topiramate, and pharmaceutically acceptable salts thereof as an active ingredient, thereby inhibiting the abnormal aggregation of TDP-43, thereby inhibiting the stress granules of cells. granule) to provide a pharmaceutical composition for the prevention and treatment of central nervous system diseases caused by the generation.

상기 목적을 달성하기 위하여, 본 발명은 Epiandrosterone, Topiramate 및 이들의 약학적으로 허용가능한 염으로 이루어진 군에서 선택되는 어느 하나를 활성성분으로 포함하는 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물을 제공한다. In order to achieve the above object, the present invention inhibits ATXN2 containing any one selected from the group consisting of Epiandrosterone, Topiramate and their pharmaceutically acceptable salts as an active ingredient, thereby inhibiting abnormal aggregation of TDP-43 It provides a pharmaceutical composition for the prevention and treatment of central nervous system diseases caused by the generation of stress granules.

본 발명에 있어서, 상기 중추신경계 질환은 근위축성 측삭경화증 또는 전두엽성 치매일 수 있다.In the present invention, the central nervous system disease may be amyotrophic lateral sclerosis or frontal lobe dementia.

본 발명에 따른 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물은 ATXN2를 억제하고 TDP-43의 비정상적인 응집을 저해함으로써 스트레스 과립의 생성을 현저히 저하하는 효과를 통해 근위축성 측삭경화증 또는 전두엽성 치매의 예방 및 치료제 개발에 유용하게 이용될 수 있다.The pharmaceutical composition for the prevention and treatment of central nervous system diseases caused by the generation of stress granules in cells according to the present invention significantly reduces the generation of stress granules by inhibiting ATXN2 and inhibiting abnormal aggregation of TDP-43. Through the effect, it can be usefully used in the development of a treatment and prevention of amyotrophic lateral sclerosis or frontal dementia.

도 1은 TDP43-tGFP U2O2 stable cell line에 산화적 스트레스를 주고 1μM의 epiandrosterone 또는 1μM의 topiramate를 처리하였을 때 스트레스 과립 생성 실험 결과 그래프이다.
도 2는 TDP-43 단백질 응집으로 인한 스트레스 과립이 생성되었을 때, 전체 세포 수 대비 응집 과립이 없는 세포의 비율 실험 결과 그래프이다.
1 is a graph showing the results of a stress granule generation experiment when oxidative stress is applied to a TDP43-tGFP U2O2 stable cell line and treated with 1 μM of epiandrosterone or 1 μM of topiramate.
2 is a graph showing the results of an experiment in the ratio of cells without aggregated granules to the total number of cells when stress granules due to TDP-43 protein aggregation are generated.

이하 발명을 구체적인 내용을 상세하게 설명하기로 한다.Hereinafter, the specific content of the invention will be described in detail.

본 발명은 Epiandrosterone, Topiramate 및 이들의 약학적으로 허용가능한 염으로 이루어진 군에서 선택되는 어느 하나를 활성성분으로 포함하는 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물을 제공한다.The present invention inhibits ATXN2 containing any one selected from the group consisting of Epiandrosterone, Topiramate, and their pharmaceutically acceptable salts as an active ingredient, thereby inhibiting abnormal aggregation of TDP-43, thereby inhibiting the stress granule of cells. It provides a pharmaceutical composition for the prevention and treatment of central nervous system diseases caused by the production.

본 발명의 중추신경계 질환은 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환이라면 특별히 한정되지는 않지만, 바람직하게는 근위축성 측삭경화증 또는 전두엽성 치매일 수 있다. The central nervous system disease of the present invention is not particularly limited as long as it is a central nervous system disease caused by the generation of stress granules of cells, but may preferably be amyotrophic lateral sclerosis or frontal lobe dementia.

상기 중추신경계질환인 근위축성 측삭경화증은 수퍼옥사이드 디스뮤타제(Superoxide dismutase-1: SOD1)라 불리는 유전자의 변이 또는 미세아교세포(Microglial cells)와 별아교세포(Astrocytes)라 불리는 면역세포의 신경손상과 미세아교세포(Microglial cells)는 유전적 프로그램에 의해 일어나는 세포사를 원인으로 발생하며 신경영양인자의 공급이 차단되거나 결핍되어 운동 신경 세포가 파괴되는 질환이다.The central nervous system disease, amyotrophic lateral sclerosis, is caused by mutation of a gene called superoxide dismutase-1 (SOD1) or nerve damage of immune cells called microglial cells and astrocytes. Microglial cells are caused by cell death caused by genetic programs, and motor neurons are destroyed due to blockage or deficiency of the supply of neurotrophic factors.

또한, 상기 중추신경계질환인 전두엽성 치매는 뇌의 전두엽 및 측두엽이 퇴화로 인한 유전성 장애 또는 자발성 장애(알 수 없는 이유로 발생하는 장애)로 인해 발생하며, 전두엽 및 측두엽이 위축되어 크기가 줄어들고 신경세포를 상실하여 기억력, 사고력, 판단력 및 학습 능력 등 정신 기능이 서서히 쇠퇴하는 뇌신경질환이다.In addition, frontal dementia, which is a central nervous system disease, is caused by a hereditary or spontaneous disorder (a disorder that occurs for unknown reasons) due to degeneration of the frontal and temporal lobes of the brain, and the size of the frontal and temporal lobes is reduced and nerve cells are reduced. It is a cranial nerve disease in which mental functions such as memory, thinking, judgment, and learning ability gradually decline due to loss of energy.

본 발명은 Epiandrosterone, Topiramate 및 이들의 약학적으로 허용가능한 염의 중추신경계 질환에 대한 새로운 용도를 규명하여 완성한 것으로서, 상기 Epiandrosterone은 부신 피질, 생식선, 뇌 및 위장관에서 합성되는 자연 발생 스테로이드이며 신체의 면역과 뇌 기능을 증진시키거나 조절하는 기능을 하며, 결핍되었을 때 기질성 뇌증후군으로 기억장애, 혼돈 및 섬망 증상을 보이고, 우울증, 지각 과민성 및 판단장애 등의 뇌와 관련된 질환과 연관이 있으며, 또한, 상기 Topiramate은 가바(GABA, γ-aminobutyric acid)를 통한 억제 신호(GABAa-mediated inhibitory impulse)를 증가시키고 AMPA(α-amino-3-hydroxy-5-methylisoxazole-4-propionic acid)와 kinate glutamate receptor를 차단하는 작용을 하며 여러 이온 채널들을 조절하는 기능 등의 다양한 기전을 포함하는 항경련제이며, 뇌질환과 관련된 치료에서는 항간질 약제로 사용된다. 따라서, 상기 Epiandrosterone 및 Topiramate의 알려진 약학적 용도는 본 발명과는 무관하다.The present invention was completed by identifying new uses of Epiandrosterone, Topiramate and their pharmaceutically acceptable salts for central nervous system diseases, wherein Epiandrosterone is a naturally occurring steroid synthesized in the adrenal cortex, gonads, brain and gastrointestinal tract, and It functions to enhance or regulate brain function, and when deficient, it is an organic brain syndrome, showing symptoms of memory impairment, confusion, and delirium, and is associated with diseases related to the brain such as depression, irritability and judgment disorder. The Topiramate increases the GABAa-mediated inhibitory impulse (GABAa-mediated inhibitory impulse) through GABA (γ-aminobutyric acid) and inhibits α-amino-3-hydroxy-5-methylisoxazole-4-propionic acid (AMPA) and the kinate glutamate receptor. It is an anticonvulsant drug that has a variety of mechanisms, such as a function of blocking and regulating various ion channels, and is used as an antiepileptic drug in treatment related to brain diseases. Thus, the known pharmaceutical uses of Epiandrosterone and Topiramate are irrelevant to the present invention.

본 발명은 약물-단백질간의 결합력을 예측하는 Molecule transformer Drug Target Interaction (MT-DTI) deep learning 인공지능 모델(Shin et al., 2019)을 이용하여 TDP-43 단백질을 조절하고 ATXN2에 결합할 수 있는 물질로서 Epiandrosterone과 Topiramate를 선별한 것으로서, 본 발명에서 상기 약물-단백질 상호작용 예측 알고리즘 (MT-DTI, Molecule transformer Drug Target Interaction) 은 기존의 DTI(Drug Target Interaction) 예측모델에서 고비용과 많은 시간이 소요되고 프로그램에서 도출된 후보물질이 실제 신약으로 이어지는 경우가 미미한 한계를 극복하기 위해 새로운 약물-단백질 상호작용 예측 알고리즘 모델로서, MT-DTI는 Self-Attention 메커니즘을 모델에 반영해 복잡한 화학구조를 효과적으로 모델링하고 PubChem의 9,700만개 화합물 데이터베이스를 사전학습에 이용하여 약물과 단백질 상호 작용 예측을 위한 프로그램 내의 정밀도를 높인 것이다.The present invention uses a Molecule transformer Drug Target Interaction (MT-DTI) deep learning artificial intelligence model (Shin et al., 2019) that predicts drug-protein binding capacity to regulate TDP-43 protein and bind to ATXN2. Epiandrosterone and Topiramate were selected as substances, and the drug-protein interaction prediction algorithm (MT-DTI, Molecule Transformer Drug Target Interaction) in the present invention is expensive and time consuming in the existing DTI (Drug Target Interaction) prediction model. As a new drug-protein interaction prediction algorithm model, MT-DTI effectively models complex chemical structures by reflecting the self-attention mechanism in the model to overcome the insignificant limit in the case that candidate substances derived from the program and lead to actual new drugs are insignificant. And by using PubChem's 97 million compound database for preliminary learning, the precision within the program for predicting drug-protein interactions was improved.

구체적으로 TDP-43 단백질을 조절하는 ATXN2에 결합할 수 있는 물질을 확인하고 선별하기 위하여 약물-단백질 간의 결합력을 예측하는 Molecule transformer Drug Target Interaction (MT-DTI) deep learning 인공지능 모델 (Shin et al., 2019)을 이용하여, Molecule transformer Drug Target Interaction (MT-DTI) deep learning 인공지능 모델에서 확인된 물질을 PubChem, ChEMBL, DrugBank 등에 공개된 저분자 화합물들에 대하여 선별하였다. Specifically, Molecule transformer Drug Target Interaction (MT-DTI) deep learning artificial intelligence model (Shin et al. , 2019), the substances identified in the Molecule transformer Drug Target Interaction (MT-DTI) deep learning artificial intelligence model were selected for small molecule compounds published in PubChem, ChEMBL, DrugBank, etc.

그 후 도출된 물질들을 기반으로 connectivity map (CMAP)의 물질 처리 별 transcriptome data set을 분석하고 대조하여(Subramanian et al., 2017), ATXN2에 결합하는 결합 점수와 RNA expression profile 상에서 결과를 확인하여 최종적으로 epiandrosteron과 topiramate을 선정한 것이다.After that, based on the derived substances, the transcriptome data set for each substance treatment of the connectivity map (CMAP) was analyzed and compared (Subramanian et al., 2017), and the result was confirmed on the binding score binding to ATXN2 and the RNA expression profile. Epiandrosteron and topiramate were selected.

또한, 선정된 상기 epiandrosteron과 topiramate이 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립 생성으로 인해 발생하는 중추신경계 질환의 예방 및 치료 효과를 확인하였는데, 구체적으로 치료 효과는 스트레스를 받는 상황에서 TDP43을 과발현하여 스트레스 과립을 형성하고, TDP-43단백질에 융합된 형광단백질 (GFP)로 인해 스트레스 과립을 특징적으로 형광현미경을 통해 관찰할 수 있는 세포주인 TDP43-tGFP U2O2 stable cell line(Innoprot, Spain)을 이용하여 산화 스트레스로 유도된 TDP-43 단백질 응집으로 인한 스트레스 과립이 생성 및 생성되었을 때 전체 세포 수 대비 응집 과립이 없는 세포의 비율을 통하여 확인할 수 있는데 이에 대해서는 실시예를 통하여 본 발명에 따른 약학적 조성물의 효과를 설명하며, 후술하는 실시예에 의해 본 발명이 한정되지 않음은 명백하다.In addition, the selected epiandrosteron and topiramate inhibited ATXN2 and inhibited abnormal aggregation of TDP-43, thereby confirming the preventive and therapeutic effects of central nervous system diseases caused by the generation of stress granules in cells. TDP43-tGFP U2O2 stable cell line (TDP43-tGFP U2O2 stable cell line), a cell line that can overexpress TDP43 in the receiving situation to form stress granules, and characteristically observe the stress granules through a fluorescence microscope due to the fluorescent protein (GFP) fused to the TDP-43 protein. Innoprot, Spain), when stress granules due to TDP-43 protein aggregation induced by oxidative stress were generated and produced, it can be confirmed through the ratio of cells without aggregated granules to the total number of cells. It is apparent that the effect of the pharmaceutical composition according to the present invention is described, and the present invention is not limited by the examples described below.

<실시예: epiandrosterone 및 topiramate의 효과 확인> <Example: Confirmation of the effect of epiandrosterone and topiramate>

TDP43-tGFP U2O2 stable cell line (Innoprot, Spain)을 사용하였으며 초기 세포를 증식시키기 위하여 DMEM/Nutrient mixture F-12 Ham (Sigma-Aldrich)에 10% fetal bovine serum과 10 mg/mL puromycin, 50 mg/mL hygromycin을 넣은 영양배지(complete growth medium)을 이용하여 37℃의 온도, 5% 이산화탄소의 환경에서 24시간 배양하였다. TDP43-tGFP U2O2 stable cell line (Innoprot, Spain) was used, and 10% fetal bovine serum and 10 mg/mL puromycin, 50 mg/in DMEM/Nutrient mixture F-12 Ham (Sigma-Aldrich) for initial cell proliferation. Using a nutrient medium (complete growth medium) containing mL hygromycin was incubated for 24 hours at a temperature of 37°C and in an environment of 5% carbon dioxide.

현미경으로 확인한 약 90% confluency 밀집도에서, 10,000개의 세포를 96-well plate의 각 well에 분주하였다. 이때에 5mM의 농도로 IPTG(Isopropyl β-D-1-thiogalactopyranoside)를 처리하여 16-24시간 동안 배양하여 TDP-43 단백질의 발현을 유도하였다. 세포들을 배양한 배양액을 교환하면서 양성대조군으로 10μM arimoclomol, 실험군으로 1μM의 epiandrosterone, 1μM의 topiramate를 처리하였고, 음성대조군으로는 아무것도 처리하지 않은 세포만 있는 웰(well)을 사용하였다(양성대조군: 10μM arimoclomol, 음성대조군: 처리하지 않은 TDP43-tGFP U2O2 stable cell line, 실험군: 1μM의 epiandrosterone, 1μM의 topiramate).At about 90% confluency density confirmed by a microscope, 10,000 cells were dispensed into each well of a 96-well plate. At this time, IPTG (Isopropyl β-D-1-thiogalactopyranoside) was treated at a concentration of 5 mM and cultured for 16-24 hours to induce the expression of TDP-43 protein. While exchanging the culture medium in which the cells were cultured, 10 μM arimoclomol as a positive control, 1 μM epiandrosterone, and 1 μM topiramate were treated as a positive control, and a well containing only cells without any treatment was used as a negative control (positive control: 10 μM). arimoclomol, negative control: untreated TDP43-tGFP U2O2 stable cell line, experimental group: 1 μM epiandrosterone, 1 μM topiramate).

각각 30분씩 배양하였고, 30분 후 기존의 배양액을 제거하고 250μM의 sodium arsenite를 포함한 배양액을 처리하여 세포에 산화적 스트레스가 형성되는 환경을 만들었다. Each was incubated for 30 minutes, and after 30 minutes, the existing culture medium was removed and the culture medium containing 250 μM sodium arsenite was treated to create an environment in which oxidative stress was formed in the cells.

세포에 실험물질 처리를 완료한 후에, 형광현미경을 통해 형광단백질(GFP) 및 스트레스 과립의 응집을 확인하고 그 결과를 표 1 및 도 1에 나타냈다.After completing the treatment of the test substance on the cells, aggregation of the fluorescent protein (GFP) and stress granules was confirmed through a fluorescence microscope, and the results are shown in Table 1 and FIG. 1.

또한, 스트레스 과립이 형성하지 않는 개체들의 수를 확인하여 stress granule free cells/total cells의 비율을 계산하여 그 결과를 표 2 및 도 2에 나타냈다.In addition, the number of individuals not formed by the stress granules was checked to calculate the ratio of stress granule free cells/total cells, and the results are shown in Table 2 and FIG. 2.

모든 실험은 각 실험군 별로 3 well씩 준비하여 실험하였으며, 이에 따라 3번의 반복을 통해 총 9번의 측정값의 평균을 내어 확인하였으며, 최종적으로 집계된 결과치를 스트레스만 유도한 음성대조군의 수치에 대하여 t-test를 실시하였으며 통계적인 유의성은 *p<0.05이다.All experiments were conducted by preparing 3 wells for each experimental group, and accordingly, through 3 repetitions, a total of 9 measurement values were averaged and confirmed, and the finally aggregated result was t for the value of the negative control group that induced only stress. -test was conducted and the statistical significance was * p <0.05.

실험군Experimental group 약효물질
처리농도
Medicinal substances
Treatment concentration
세포 당 발생한 stress granule 숫자 (mean±sem)Number of stress granules per cell (mean±sem)
IPTG (무처리군)IPTG (no treatment group) 0μM0μM 2.30±0.172.30±0.17 IPTG+NaAsO2 (음성대조군)IPTG+NaAsO2 (negative control) 0μM0μM 6.14±0.666.14±0.66 IPTG+NaAsO2+Arimoclomol (양성대조군)IPTG+NaAsO2+Arimoclomol (positive control) 10μM10 μM 3.68±0.32* 3.68±0.32 * IPTG+NaAsO2+EpiandrosteroneIPTG+NaAsO2+Epiandrosterone 1μM1 μM 4.13±0.30* 4.13±0.30 * IPTG+NaAsO2+TopiramateIPTG+NaAsO2+Topiramate 1μM1 μM 4.03±0.29* 4.03±0.29 *

실험군
Experimental group
약효물질
처리농도
Medicinal substances
Treatment concentration
Granule-free cells/total cells 비율(mean±sem)Granule-free cells/total cells ratio (mean±sem)
IPTG (무처리군)IPTG (no treatment group) 0μM0μM 0.34±0.0290.34±0.029 IPTG+NaAsO2 (음성대조군)IPTG+NaAsO2 (negative control) 0μM0μM 0.15±0.0260.15±0.026 IPTG+NaAsO2+Arimoclomol (양성대조군)IPTG+NaAsO2+Arimoclomol (positive control) 10μM10 μM 0.25±0.030* 0.25±0.030 * IPTG+NaAsO2+EpiandrosteroneIPTG+NaAsO2+Epiandrosterone 1μM1 μM 0.24±0.031* 0.24±0.031 * IPTG+NaAsO2+TopiramateIPTG+NaAsO2+Topiramate 1μM1 μM 0.32±0.034* 0.32±0.034 *

상기 표 1 및 도면 1의 결과를 보면, 1μM epiandrosterone 및 1μM topiramate를 처리한 실험군과 양성대조군인 10μM arimoclomol 처리군에서 sodium arsenite만을 처리한 음성대조군에 비해 통계적으로 유의미한 stress granule의 저하효과가 나타났다. 음성대조군이 세포마다 약 6개의 stress granule이 형성될 때에 1μM epiandrosterone, 1μM topiramate, 10μM arimoclomol의 효과는 세포마다 약 3.5개의 수준으로 유사하였으며, 통계적으로 유의미하지 않은 차이를 나타냈지만, 농도적인 측면에서는 양성대조군인 arimoclomol 보다 10배 적은 농도의 epiandrosterone과 topiramate를 통해 유사한 결과를 얻어낸 것이어서 양성 대조군에 비교하여 stress granule의 저하 효과는 현저한 것임을 확인할 수 있다.Looking at the results of Table 1 and Figure 1, the experimental group treated with 1 μM epiandrosterone and 1 μM topiramate and the 10 μM arimoclomol treated group as a positive control showed a statistically significant reduction in stress granule compared to the negative control treated with only sodium arsenite. In the negative control group, when about 6 stress granules were formed per cell, the effects of 1μM epiandrosterone, 1μM topiramate, and 10μM arimoclomol were similar at about 3.5 levels per cell, showing a statistically insignificant difference, but positive in terms of concentration. Similar results were obtained through epiandrosterone and topiramate at concentrations 10 times less than that of arimoclomol, the control group, so it can be confirmed that the lowering effect of the stress granule was remarkable compared to the positive control.

Stress granule의 직접적인 계수와 별개로, stress granule의 발생 여부를 두고 granule free를 계수하여 전체 세포 수에 대한 비율을 측정한 결과인 표 2 및 도 2에서도 stress granule이 생성되지 않은 세포의 비율도 표 1 및 도1의 결과와 유사한 결론이 도출되었다.Apart from the direct coefficient of stress granule, the ratio of cells in which stress granule was not generated in Table 2 and FIG. 2, which is a result of measuring the ratio to the total number of cells by counting granule free with respect to the occurrence of stress granule, is also Table 1 And conclusions similar to the results of FIG. 1 were drawn.

따라서, 세포에 산화적 스트레스를 주어 epiandrosterone와 topiramate를 처리하였을 때 TDP-43 단백질의 과발현에 의한 ATXN2에 결합하는 스트레스 과립의 응집을 효과적으로 감소시키는 결과를 확인하였으며, 결과적으로 epiandrosterone와 topiramate이 중추신경계 (Central nervous system, CNS) 질환, 예를 들어 근위축성 측삭경화증 또는 전두엽성 치매의 질병의 예방 및 치료를 위한 유용한 조성물이다.Therefore, it was confirmed that when epiandrosterone and topiramate were treated by applying oxidative stress to cells, the aggregation of stress granules bound to ATXN2 by overexpression of TDP-43 protein was effectively reduced. As a result, epiandrosterone and topiramate were found to be in the central nervous system ( Central nervous system, CNS) diseases, such as amyotrophic lateral sclerosis or frontal dementia.

Claims (3)

Epiandrosterone 및 이의 약학적으로 허용가능한 염으로 이루어진 군에서 선택되는 어느 하나를 활성성분으로 포함하는 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물.
Central arising from the generation of stress granules in cells by inhibiting abnormal aggregation of TDP-43 by inhibiting ATXN2 containing any one selected from the group consisting of epiandrosterone and its pharmaceutically acceptable salts as an active ingredient. A pharmaceutical composition for the prevention and treatment of nervous system diseases.
제 1항에 있어서, 상기 중추신경계 질환이 근위축성 측삭경화증 또는 전두엽성 치매인 것을 특징으로 하는 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 중추신경계질환의 예방 및 치료용 약학적 조성물.
According to claim 1, wherein the central nervous system disease is amyotrophic lateral sclerosis or frontal dementia.
Topiramate 및 이의 약학적으로 허용가능한 염으로 이루어진 군에서 선택되는 어느 하나를 활성성분으로 포함하는 ATXN2를 억제하여 TDP-43의 비정상적인 응집을 저해함으로써 세포의 스트레스 과립(stress granule) 생성으로 인해 발생하는 전두엽성 치매의 예방 및 치료용 약학적 조성물.

The frontal lobe caused by the generation of stress granules in cells by inhibiting abnormal aggregation of TDP-43 by inhibiting ATXN2 containing any one selected from the group consisting of Topiramate and its pharmaceutically acceptable salts as an active ingredient. Pharmaceutical composition for the prevention and treatment of sexual dementia.

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022203097A1 (en) * 2021-03-24 2022-09-29 디어젠 주식회사 Composition, for preventing and treating central nervous system disorders, inhibiting overproduction of tdp-43 proteins by controlling atxn2 which is stress granule controller

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20000022254A (en) * 1996-06-28 2000-04-25 오르토-맥네일 파마슈티칼, 인코퍼레이티드 Anticonvulsant derivatives useful in treating amyotrophic lateral sclerosis (als)
WO2004037843A2 (en) * 2002-10-25 2004-05-06 Yissum Research Development Company Of The Hebrew University Of Jerusalem Steroid compounds comprising superoxide dismutase mimic groups and nitric oxide donor groups, and their use in the preparation of medicaments
KR101924269B1 (en) 2016-12-30 2018-11-30 재단법인대구경북과학기술원 A method for preventing, attenuating or treating amyotrophic lateral sclerosis

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20000022254A (en) * 1996-06-28 2000-04-25 오르토-맥네일 파마슈티칼, 인코퍼레이티드 Anticonvulsant derivatives useful in treating amyotrophic lateral sclerosis (als)
WO2004037843A2 (en) * 2002-10-25 2004-05-06 Yissum Research Development Company Of The Hebrew University Of Jerusalem Steroid compounds comprising superoxide dismutase mimic groups and nitric oxide donor groups, and their use in the preparation of medicaments
KR101924269B1 (en) 2016-12-30 2018-11-30 재단법인대구경북과학기술원 A method for preventing, attenuating or treating amyotrophic lateral sclerosis

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
2. 미국의 등록특허 US09958460호, Biomarkers and diagnostic methods for Alzheimer`s disease and other neurodegenerative disorders, 등록일자 2018년05월01일

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022203097A1 (en) * 2021-03-24 2022-09-29 디어젠 주식회사 Composition, for preventing and treating central nervous system disorders, inhibiting overproduction of tdp-43 proteins by controlling atxn2 which is stress granule controller

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WO2022203097A1 (en) Composition, for preventing and treating central nervous system disorders, inhibiting overproduction of tdp-43 proteins by controlling atxn2 which is stress granule controller