KR102545543B1 - BK 바이러스 신병증의 진단을 위한 소변 엑소좀 유래 miRNA 유전자 바이오마커 및 이의 용도 - Google Patents
BK 바이러스 신병증의 진단을 위한 소변 엑소좀 유래 miRNA 유전자 바이오마커 및 이의 용도 Download PDFInfo
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- KR102545543B1 KR102545543B1 KR1020190104725A KR20190104725A KR102545543B1 KR 102545543 B1 KR102545543 B1 KR 102545543B1 KR 1020190104725 A KR1020190104725 A KR 1020190104725A KR 20190104725 A KR20190104725 A KR 20190104725A KR 102545543 B1 KR102545543 B1 KR 102545543B1
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Abstract
Description
도 2는 중요 데이터에 대하여, 발현 수준이 유사한 샘플 및 성숙 miRNA를 그룹화하는 계층적 군집 분석 (유리클리드 방법, 완전 연관)을 수행하고, 이를 히트맵으로 나타낸 것이다.
도 3은 1차 및 2차 선별 과정을 통해 선별된 miRNA 유전자를 나타낸 것으로, 도 3(A)는 정상 대조군 (NOMOA)을 기준으로 발현이 2배 이상 증가한 miRNA 유전자는 빨간색으로 표시하였고, 정상 대조군 (NOMOA)을 기준으로 발현이 2배 이상 감소한 miRNA 유전자는 녹색으로 표시하여 나타낸 것이고, 도 3(B)는 정상 대조군 (NOMOA)과 비교하여 각각 항체 매개성 거부반응군 (ABMR), T 세포 매개성 거부반응군 (TCMR) 및 BK 바이러스 신병증군 (BKVN)에서 발현 수준이 2배 이상 차이나는 상향 조절된 miRNA 유전자를 확인한 결과를 나타낸 것이다.
도 4(A)는 항체 매개성 거부반응군 (ABMR)의 바이오마커 후보 중, 항체 매개성 거부반응군 (TCMR) 및 BK 바이러스 신병증군 (BKVN)과 비교하여 현저한 발현 양상의 차이를 보이는 5종의 miRNA 유전자를 나타낸 것이고, 도 4(B)는 상기 5종의 miRNA 유전자가 정상 대조군 (NOMOA) 대비 항체 매개성 거부반응군 (ABMR)에서 2배 이상 증가된 발현 수준을 나타낸다는 것을 보여주는 그래프이다.
도 5(A)는 T 세포 매개성 거부반응군 (TCMR)의 바이오마커 후보 중, 항체 매개성 거부반응군 (ABMR) 및 BK 바이러스 신병증군 (BKVN)과 비교하여 현저한 발현 양상의 차이를 보이는 5종의 miRNA 유전자를 나타낸 것이고, 도 5(B)는 상기 5종의 miRNA 유전자가 정상 대조군 (NOMOA) 대비 T 세포 매개성 거부반응군 (TCMR)에서 2배 이상 증가된 발현 수준을 나타낸다는 것을 보여주는 그래프이다.
도 6(A)는 BK 바이러스 신병증군 (TCMR)의 바이오마커 후보 중, 항체 매개성 거부반응군 (ABMR) 및 T 세포 매개성 거부반응군 (TCMR)과 비교하여 현저한 발현 양상의 차이를 보이는 5종의 miRNA 유전자를 나타낸 것이고, 도 6(B)는 상기 5종의 miRNA 유전자가 정상 대조군 (NOMOA) 대비 BK 바이러스 신병증군 (TCMR)에서 2배 이상 증가된 발현 수준을 나타낸다는 것을 보여주는 그래프이다.
도 7은 통계분석 후 정상 대조군(NOMOA)과 비교하여 항체 매개성 거부반응군(ABMR), T 세포 매개성 거부반응군(TCMR) 및 BK 바이러스 신병증군(BKVN)에서 각각 다른 군과 유의적으로 상이하게 발현되는 소변 엑소좀 miRNA 유전자를 확인하여 벤다이어그램으로 나타낸 것이다.
성숙 miRNA 유전자 | 서열 | 서열번호 | Accession Number |
hsa-miR-8485 | CACACACACACACACACGUAU | 9 | MIMAT0033692 |
hsa-miR-221-3p | AGCUACAUUGUCUGCUGGGUUUC | 10 | MIMAT0000278 |
hsa-miR-331-3p | GCCCCUGGGCCUAUCCUAGAA | 7 | MIMAT0000760 |
hsa-miR-1290 | UGGAUUUUUGGAUCAGGGA | 8 | MIMAT0005880 |
hsa-miR-19b-3p | UGUGCAAAUCCAUGCAAAACUGA | 16 | MIMAT0000074 |
hsa-miR-31-5p | AGGCAAGAUGCUGGCAUAGCU | 17 | MIMAT0000089 |
hsa-miR-17-5p | CAAAGUGCUUACAGUGCAGGUAG | 18 | MIMAT0000070 |
hsa-miR-205-5p | UCCUUCAUUCCACCGGAGUCUG | 19 | MIMAT0000266 |
hsa-miR-4449 | CGUCCCGGGGCUGCGCGAGGCA | 20 | MIMAT0018968 |
hsa-miR-106a-5p | AAAAGUGCUUACAGUGCAGGUAG | 21 | MIMAT0000103 |
hsa-miR-514a-3p | AUUGACACUUCUGUGAGUAGA | 22 | MIMAT0002883 |
hsa-miR-125b-5p | UCCCUGAGACCCUAACUUGUGA | 23 | MIMAT0000423 |
시료 이름 | 그룹 | 순서 | |
1 | Bx579-1 | NOMOA | 1805KHP-0067 |
2 | Bx613 | NOMOA | 1808AHP-0002 |
3 | Bx623-1 | NOMOA | 1808AHP-0002 |
4 | Bx632 | NOMOA | 1808AHP-0002 |
5 | Bx144 | TCMR | 1805KHP-0067 |
6 | Bx39-1 | TCMR | 1805KHP-0067 |
7 | Bx201-1 | TCMR | 1805KHP-0067 |
8 | Bx175 | TCMR | 1808AHP-0002 |
9 | Bx107 | BKVN | 1805KHP-0067 |
10 | Bx650 | BKVN | 1805KHP-0067 |
11 | Bx98-1 | BKVN | 1805KHP-0067 |
12 | Bx85 | ABMR | 1804AHP-0057 |
13 | Bx376 | ABMR | 1804AHP-0057 |
14 | Bx326 | ABMR | 1804AHP-0057 |
15 | Bx605 | ABMR | 1804AHP-0057 |
그룹 | 바이오마커 수 | 선발된 miRNA 유전자 |
ABMR | 10 | hsa-miR-8485 hsa-miR-221-3p hsa-miR-331-3p hsa-miR-1290 hsa-miR-192-5p hsa-miR-126-5p hsa-miR-328-5p hsa-miR-103a-3p hsa-miR-455-3p hsa-miR-126-3p |
TCMR | 11 | hsa-miR-8485 hsa-miR-221-3p hsa-miR-19b-3p hsa-miR-31-5p hsa-miR-17-5p hsa-miR-192-5p hsa-miR-345-5p hsa-miR-215-5p hsa-miR-1273g-3p hsa-miR-19a-3p hsa-miR-223-3p |
BKVN | 12 | hsa-miR-8485 hsa-miR-221-3p hsa-miR-331-3p hsa-miR-1290 hsa-miR-19b-3p hsa-miR-31-5p hsa-miR-17-5p hsa-miR-205-5p hsa-miR-4449 hsa-miR-106a-5p hsa-miR-514a-3p hsa-miR-125b-5p |
성숙 miRNA | ABMR / NOMOA . fc |
ABMR
/
NOMOA
.
raw. pval |
hsa-miR-126-3p | 68.50836132 | 0.001521504 |
hsa-miR-328-5p | 18.95670412 | 0.028949512 |
hsa-miR-126-5p | 6.349283058 | 0.04204756 |
hsa-miR-455-3p | 4.462248233 | 0.030123151 |
hsa-miR-103a-3p | 3.468801322 | 0.041345617 |
성숙 miRNA | TCMR / NOMOA . fc |
TCMR
/
NOMOA
.
raw. pval |
hsa-miR-223-3p | 32.74820417 | 0.048789474 |
hsa-miR-215-5p | 15.7181011 | 0.000681271 |
hsa-miR-345-5p | 4.382669986 | 0.027876534 |
hsa-miR-19a-3p | 3.350489467 | 0.038075117 |
hsa-miR-1273g-3p | 2.611936568 | 0.021783891 |
성숙 miRNA | BKVN / NOMOA . fc |
BKVN
/
NOMOA
.
raw. pval |
hsa-miR-4449 | 97.73931542 | 0.002109469 |
hsa-miR-514a-3p | 27.83153494 | 0.04499645 |
hsa-miR-106a-5p | 10.65524582 | 0.02574265 |
hsa-miR-205-5p | 5.24474511 | 0.035616063 |
hsa-miR-125b-5p | 3.278234589 | 0.049386561 |
그룹 | 바이오마커 수 | 선발된 miRNA 유전자 |
ABMR BKVN TCMR | 2 | hsa-miR-8485 hsa-miR-221-3p |
ABMR BKVN | 2 | hsa-miR-331-3p hsa-miR-1290 |
BKVN TCMR | 3 | hsa-miR-19b-3p hsa-miR-31-5p hsa-miR-17-5p |
ABMR TCMR | 1 | hsa-miR-192-5p |
ABMR | 5 | hsa-miR-126-5p hsa-miR-328-5p hsa-miR-103a-3p hsa-miR-455-3p hsa-miR-126-3p |
TCMR | 5 | hsa-miR-345-5p hsa-miR-215-5p hsa-miR-1273g-3p hsa-miR-19a-3p hsa-miR-223-3p |
BKVN | 5 | hsa-miR-205-5p hsa-miR-4449 hsa-miR-106a-5p hsa-miR-514a-3p hsa-miR-125b-5p |
성숙 miRNA 유전자 | 서열 | 서열번호 | Accession Number |
hsa-miR-126-3p | UCGUACCGUGAGUAAUAAUGCG | 1 | MIMAT0000445 |
hsa-miR-126-5p | CAUUAUUACUUUUGGUACGCG | 2 | MIMAT0000444 |
hsa-miR-328-5p | GGGGGGGCAGGAGGGGCUCAGGG | 3 | MIMAT0026486 |
hsa-miR-455-3p | GCAGUCCAUGGGCAUAUACAC | 4 | MIMAT0004784 |
hsa-miR-103a-3p | AGCAGCAUUGUACAGGGCUAUGA | 5 | MIMAT0000101 |
hsa-miR-192-5p | CUGACCUAUGAAUUGACAGCC | 6 | MIMAT0000222 |
hsa-miR-331-3p | GCCCCUGGGCCUAUCCUAGAA | 7 | MIMAT0000760 |
hsa-miR-1290 | UGGAUUUUUGGAUCAGGGA | 8 | MIMAT0005880 |
hsa-miR-8485 | CACACACACACACACACGUAU | 9 | MIMAT0033692 |
hsa-miR-221-3p | AGCUACAUUGUCUGCUGGGUUUC | 10 | MIMAT0000278 |
hsa-miR-345-5p | GCUGACUCCUAGUCCAGGGCUC | 11 | MIMAT0000772 |
hsa-miR-215-5p | AUGACCUAUGAAUUGACAGAC | 12 | MIMAT0000272 |
hsa-miR-1273g-3p | ACCACUGCACUCCAGCCUGAG | 13 | MIMAT0022742 |
hsa-miR-19a-3p | UGUGCAAAUCUAUGCAAAACUGA | 14 | MIMAT0000073 |
hsa-miR-223-3p | UGUCAGUUUGUCAAAUACCCCA | 15 | MIMAT0000280 |
hsa-miR-19b-3p | UGUGCAAAUCCAUGCAAAACUGA | 16 | MIMAT0000074 |
hsa-miR-31-5p | AGGCAAGAUGCUGGCAUAGCU | 17 | MIMAT0000089 |
hsa-miR-17-5p | CAAAGUGCUUACAGUGCAGGUAG | 18 | MIMAT0000070 |
hsa-miR-205-5p | UCCUUCAUUCCACCGGAGUCUG | 19 | MIMAT0000266 |
hsa-miR-4449 | CGUCCCGGGGCUGCGCGAGGCA | 20 | MIMAT0018968 |
hsa-miR-106a-5p | AAAAGUGCUUACAGUGCAGGUAG | 21 | MIMAT0000103 |
hsa-miR-514a-3p | AUUGACACUUCUGUGAGUAGA | 22 | MIMAT0002883 |
hsa-miR-125b-5p | UCCCUGAGACCCUAACUUGUGA | 23 | MIMAT0000423 |
Claims (23)
- hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자를 포함하는, BK 바이러스 신병증 (BK virus nephropathy)을 진단하기 위한 바이오마커 조성물.
- 제1항에 있어서, hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p 및 hsa-miR-17-5p로 이루어진 군으로부터 선택되는 어느 하나 이상의 miRNA 유전자를 추가로 포함하는, BK 바이러스 신병증을 진단하기 위한 바이오마커 조성물.
- hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 제제를 포함하는, BK 바이러스 신병증을 진단하기 위한 조성물.
- 제3항에 있어서, hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p 및 hsa-miR-17-5p로 이루어진 군으로부터 선택되는 어느 하나 이상의 miRNA 유전자의 발현 수준을 측정하는 제제를 추가로 포함하는, BK 바이러스 신병증을 진단하기 위한 조성물.
- 제4항에 있어서, 상기 hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p, hsa-miR-17-5p, hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 제제는 상기 유전자에 특이적으로 결합하는 프라이머 또는 프로브를 포함하는, BK 바이러스 신병증을 진단하기 위한 조성물.
- 제3항 또는 제4항의 조성물을 포함하는, BK 바이러스 신병증을 진단하기 위한 키트.
- 제6항에 있어서, 상기 키트는 실시간 PCR (RT-PCR) 키트, 마이크로어레이 키트 또는 SAGE(Serial Analysis of Gene Expression) 키트인 것인, BK 바이러스 신병증을 진단하기 위한 키트.
- (a) 개체로부터 분리된 생물학적 시료에서 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 단계; 및
(b) 상기 (a) 단계에서 측정된 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을, 정상 대조군으로부터 분리된 생물학적 시료에서 측정된 동일한 miRNA 유전자의 발현 수준과 비교하는 단계를 포함하는, BK 바이러스 신병증의 진단을 위한 정보 제공방법. - 제8항에 있어서, (c) 상기 (a) 단계의 개체로부터 분리된 생물학적 시료 및 상기 (b) 단계의 정상 대조군으로부터 분리된 생물학적 시료에서, hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p 및 hsa-miR-17-5p로 이루어진 군으로부터 선택되는 어느 하나 이상의 miRNA 유전자의 발현 수준을 각각 추가로 측정하는 단계; 및
(d) 상기 (a) 단계의 개체로부터 분리된 생물학적 시료에서 추가로 측정된, hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p 및 hsa-miR-17-5p로 이루어진 군으로부터 선택되는 어느 하나 이상의 miRNA 유전자의 발현 수준을, 상기 (b) 단계의 정상 대조군으로부터 분리된 생물학적 시료에서 추가로 측정된 동일한 miRNA 유전자 발현 수준과 비교하는 단계;를 추가로 포함하는, BK 바이러스 신병증의 진단을 위한 정보 제공방법. - 제8항 또는 제9항에 있어서, 상기 생물학적 시료는 소변 또는 소변 유래 엑소좀인 것인, BK 바이러스 신병증의 진단을 위한 정보 제공방법.
- 제8항에 있어서, (e-1) 상기 (a) 단계에서 측정된 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준이, 상기 (b) 단계의 정상 대조군으로부터 분리된 생물학적 시료에서 측정된 동일한 miRNA 유전자의 발현 수준보다 증가하는 경우, BK 바이러스 신병증으로 진단하는 단계를 추가로 포함하는, BK 바이러스 신병증의 진단을 위한 정보 제공방법.
- 제9항에 있어서, (e-2) 상기 (a) 단계의 개체로부터 분리된 생물학적 시료에서 추가로 측정된, hsa-miR-8485, hsa-miR-221-3p, hsa-miR-331-3p, hsa-miR-1290, hsa-miR-19b-3p, hsa-miR-31-5p 및 hsa-miR-17-5p로 이루어진 군으로부터 선택되는 어느 하나 이상의 miRNA 유전자의 발현 수준이, 상기 (b) 단계의 정상 대조군으로부터 분리된 생물학적 시료에서 추가로 측정된 동일한 miRNA 유전자의 발현 수준보다 증가하는 경우, BK 바이러스 신병증으로 진단하는 단계를 추가로 포함하는, BK 바이러스 신병증의 진단을 위한 정보 제공방법.
- hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자를 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 바이오마커 조성물.
- 제13항에 있어서, 상기 신장이식 거부반응은 항체 매개성 거부반응(Antibody mediated rejection, ABMR), T 세포 매개성 거부반응(T cell mediated rejection, TCMR), 또는 이들 모두가 복합적으로 나타나는 혼합 거부반응(mixed rejection)인 것인, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 바이오마커 조성물.
- hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 제제를 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 조성물.
- 제15항에 있어서, 상기 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 제제는 상기 유전자에 특이적으로 결합하는 프라이머 또는 프로브를 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 조성물.
- 제15항 또는 제16의 조성물을 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 키트.
- 제17항에 있어서, 상기 키트는 실시간 PCR (RT-PCR) 키트, 마이크로어레이 키트 또는 SAGE(Serial Analysis of Gene Expression) 키트인 것인, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 키트.
- (a) 개체로부터 분리된 생물학적 시료에서 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을 측정하는 단계; 및
(b) 상기 (a) 단계에서 측정된 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준을, 정상 대조군으로부터 분리된 생물학적 시료에서 측정된 동일한 miRNA 유전자의 발현 수준과 비교하는 단계를 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 정보 제공방법. - 제19항에 있어서, 상기 생물학적 시료는 소변 또는 소변 유래 엑소좀인 것인, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 정보 제공방법.
- 제19항에 있어서, (c) 상기 (a) 단계에서 측정된 hsa-miR-205-5p, hsa-miR-4449, hsa-miR-106a-5p, hsa-miR-514a-3p 및 hsa-miR-125b-5p miRNA 유전자의 발현 수준이, 상기 (b) 단계의 정상 대조군으로부터 분리된 생물학적 시료에서 측정된 동일한 miRNA 유전자의 발현 수준보다 증가하는 경우, 신장이식 거부반응을 동반하지 않는 BK 바이러스 신병증으로 진단하는 단계를 추가로 포함하는, 신장이식 거부반응과 구분하여 BK 바이러스 신병증을 진단하기 위한 정보 제공방법.
- 삭제
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