hla /gpgygmgxg g>...p=0.4011 p=0.1554 0 5000 10000 15000 20000 25000 sum of dsa mfi levels in...

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HLAᢠయ䝰䝙䝍䝸䞁䜾 䠄䜹䝔䝂䝸䞊䠎䠖⏕య⭈⛣䠅 ⭈⛣ㄆᐃ་➨18ᅇ㞟୰ᩍ⫱䝉䝭䝘䞊 䠄ᯇ⏫䝁䞁䝧䞁䝅䝵䞁䝩䞊䝹 12020/2/21ᑠᯘᏕᙲ ឡ▱་⛉Ꮫ་Ꮫ㒊 እ⛉Ꮫㅮᗙ䠄⭈⛣እ⛉䠅 ᪥ᮏ⮫ᗋ⭈⛣Ꮫ 䠟䠫 䠥 㛤♧ ➹㢌Ⓨ⾲⪅䠖 ᑠᯘ Ꮥᙲ Ⓨ⾲䛻㛵㐃䛧䠈㛤♧䛩䜉䛝㻯㻻㻵 㛵ಀ䛻䛒䜛ᴗ䛺䛹 䛿䛒䜚䜎䛫䜣䚹

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Page 1: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

HLA

18 1 2020/2/21

Page 2: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)
Page 3: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

30

HLA

Page 4: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

(LUMINEX HOME PAGE)

Micro beads

1

Micro beads

2

Micro beads

100

Micro beads

3

Recombinant HLA molecule (Single antigen beads)

Serum (HLA Ab)

PE-labeled anti-human IgG Ab IF-beads (Luminex)

(AFFYMETRIX HOME PAGE)

HLA

ABMR

Minimization !

Page 5: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Acute ABMR

HLA DSA-negative ABMR Reversible

Chronic ABMR

Irreversible

Tx

HLA Ab Production

No production Recipient Graft

Chronic Active ABMR

Therapeutic Intervention

Graft Loss

Stable Function

DSA (-)

dysfunction

Strategy to control DSA-induced (chronic) ABMR

Page 6: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Transplantation 2018, 102: 557-568.

Plasmapheresis

IVIG

Rituximab

Bortezomib Complement Inhibitor

Standard-of-care for acute ABMR

Transpl Int 2019, 32: 775-788.

Page 7: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Transpl Int 2019, 32: 775-788.

Tx

HLA Ab Production

No production Recipient Graft

Chronic Active ABMR

Therapeutic Intervention

Graft Loss

Stable Function

DSA (-)

dysfunction

Too late after graft dysfunction

Strategy to control DSA-induced (chronic) ABMR

Preemptive Medicine

Page 8: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Months after graft biopsy

Chronic ABMR (-) N=25

Chronic ABMR (+) N=18

Treatment (Steroid pulse, DFPP, Rituximab)

Yamamoto T, et al. Transplantation 2016; 100: 2194-202, 4-year follow-up

Graft survival in patients with de novo DSA Biopsy

Tx

HLA Ab Production

No production Recipient Graft

Chronic Active ABMR

Preemptive Medicine

Therapeutic Intervention

Graft Loss

Stable Function

DSA (-)

dysfunction

Prophylactic Medicine

No injury

Accommodation

Stable

Strategy to control DSA-induced (chronic) ABMR

Page 9: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Subclinical chronic ABMRCr

Page 10: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

(High volume center)

HLA-DNA (A, B, DRB1)

(DRB3,4,5) (+ DQB1) (+ DQA1, C, DPB1, DPA1)

NGS

Page 11: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

FCXM, ICFA, FlowPRA, LABScreen SAB

FCXM, FlowPRA

Neg --- > HLA typing (NGS) Pos --- > HLA typing (NGS)

+ LABScreenSAB

(2016-2017) FlowPRA --- > LABScreen SAB (2018-) LABScreen PRA --- > LABScreen SAB

(LABScreen PRA) --- 10,000

(LABScreen SAB) --- 50,000

HLA (Excel)

e-mail DISCUSSION

(PDF: , e-mail (Excel: )

Page 12: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)
Page 13: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)
Page 14: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

vs

1 ---

--- ---

HLA --- ---

---

Page 15: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

--- double check Technical issue

--- discussion

--- >

--- >

30 33330000

ID

HLA R/D)

MFI

SAB

HLA (4 (100 + supplement)

DR DQ

DSA

Y 2Y 3Y Y 2Y 3Y

Page 16: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

0

1000

2000

3000

4000

5000

6000

7000

8000

DRB1

*01:

01

DRB1

*01:

03

DRB1

*03:

02

DRB1

*04:

02

DRB1

*04:

05

DRB1

*04:

03

DRB1

*09:

01

DRB1

*10:

01

DRB1

*11:

04

DRB1

*12:

02

DRB1

*13:

03

DRB1

*14:

02

DRB1

*15:

01

DRB1

*15:

03

DRB1

*16:

02

DRB3

*02:

02

DRB4

*01:

01

DRB5

*01:

01

DQB1

*02:

01DQ

A1*0

2:01

DQB1

*02:

01DQ

A1*0

4:01

DQB1

*02:

02DQ

A1*0

2:01

DQB1

*04:

01DQ

A1*0

3:03

DQB1

*04:

02DQ

A1*0

4:01

DQB1

*05:

02DQ

A1*0

1:02

DQB1

*06:

02DQ

A1*0

1:02

DQB1

*06:

03DQ

A1*0

1:03

DQB1

*06:

09DQ

A1*0

1:02

DQB1

*03:

01DQ

A1*0

2:01

DQB1

*03:

01DQ

A1*0

5:05

DQB1

*03:

02DQ

A1*0

2:01

DQB1

*03:

02DQ

A1*0

3:02

DQB1

*03:

03DQ

A1*0

3:01

DPB1

*01:

01DP

A1*0

1:03

DPB1

*02:

01DP

A1*0

1:03

DPB1

*03:

01DP

A1*0

1:03

DPB1

*03:

01DP

A1*0

2:01

DPB1

*04:

02DP

A1*0

1:03

DPB1

*06:

01DP

A1*0

2:01

DPB1

*09:

01DP

A1*0

2:01

DPB1

*11:

01DP

A1*0

2:02

DPB1

*28:

01DP

A1*0

1:03

DPB1

*13:

01DP

A1*0

2:02

DPB1

*14:

01DP

A1*0

2:01

DPB1

*17:

01DP

A1*0

2:01

DPB1

*18:

01DP

A1*0

1:05

DPB1

*19:

01DP

A1*0

1:03

DPB1

*23:

01DP

A1*0

1:03

DPB1

*28:

01DP

A1*0

4:01

2016/1/29

2016/10/12

2017/4/12

HLA (LABScreen SAB)

(LD-101, 2016/4/12

NDSA

De novo DSA

Y

2Y

DSA DQB1*03:01 MFI (24209) 2018 8 MFI (1801)

2019

Page 17: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

DSA DQB1*03:03 MFI (2331) 2018 MFI (10055)

2019

34 34

DSA DQB1*01:01 MFI (1927) 2018 8 MFI (149)

2019

Page 18: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

35 33333333355555

DSA DQB1*01:01 MFI (1927)

AUTO MFI (2463)

Page 19: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)
Page 20: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

DSA ABMR

40

Page 21: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Biopsy has been conducted in patients with Class I, DR or DQ DSA (n=47)

MFI levels of DSA

Bx proven ABMR (n=18) Bx proven non ABMR (n=29)

DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47)

Class I DSA ABMR(-) (+) ABMR(-) (+)

ABMR(-) (+) DQ DSA DR DSA

0

MFI

5000

10000

15000

20000

25000

1378 (median)

(n=5)

1849 (median)

(n=9)

7153 (median)

(n=17)

1820 (median)

(n=3)

3640 (median)

(n=5)

15599 (median)

(n=14)

Class I ------------ 6 Class I + DR ----- 1 Class I + DQ ----- 1 DR ----------------- 9 DQ ---------------- 26 DR + DQ --------- 4

(at the time of biopsy)

P=0.4689 P=0.4011

P=0.1554

Page 22: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

0

5000

10000

15000

20000

25000

Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47)

Bx–proven ABMR(-) Bx–proven ABMR(+)

MFI 4087

(median) (n=29)

12169 (median)

(n=18)

Class I ------------ 6 Class I + DR ----- 1 Class I + DQ ----- 1 DR ----------------- 9 DQ ---------------- 26 DR + DQ --------- 4

(at the time of biopsy) P=0.0185

Biopsy proven ABMR and de novo DSA (sum of MFI levels)

P=0.008925

(n=47)

(Sum of DSA MFI levels at the time

of biopsy) (15.8%)

(53.6%)

Page 23: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

HLA De novo DSA

Sum of MFI < 5000

-- > Graft Biopsy

Renal dysfunction (-)

-- > 3-6

ABMR (+) -- > Treatment ABMR (-) -- > F/U

Blood concentration Non-adherence check

vs

Page 24: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

HLA DQA1 ? C, DPB1/DPA1 ?

Complement, IgG subclass

Non HLA Ab

Pathogenicity of DSA ABMR

Page 25: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Wehmeier C, et al. Transpl Int

Solid phase assays

Virtual crossmatching, Calculated PRA (cPRA)

Organ allocation system

Kidney –paired donation

Center-specific immunological risk stratification

Page 26: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Limitations

Quantification

Interference of serum components

MFI DSA (public epitopes, IgM, IgA)

--- > HLA negative control

--- > HLA Interference of medicinal drugs (HLA IVIG

Denatured HLA molecules Problematic beads

Wehmeier C, et al. Transpl Int

Page 27: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Critical issues for data interpretation

R/D HLA typing

Public epitope, private epitope Current SAB panels cover 98.5% of eplets

Sensitization history

CREG (cross reactive groups) --- > EPITOPE (HLA Matchmaker)

Ethnicity-adapted SAB panels

Pathogenicity factors epitope specificity of DSA, magnitude and durability of memory response, density of antigen expression in graft, regulation of effector functions ---

Wehmeier C, et al. Transpl Int

Complement binding, IgG subclass

C1q, C3d --- > pros and cons IgG1, IgG3 vs IgG2, IgG4 --- > pros and cons

Wehmeier C, et al. Transpl Int

Page 28: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Screening for HLA antibodies

Pre-Tx waiting list

Post-Tx

--- Immunological risk

Controversy CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooonnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnntrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrroooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooovvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvvveeeeeeeeeeeerrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrsssssssssssssssssssssssssssssssssssssssssssssssssyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy

Memory immune response (preformed DSA)

Primary immune response (de novo DSA)

Wehmeier C, et al. Transpl Int

Wehmeier C, et al. Transpl Int

Page 29: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

EPITOPE (B cell, T cell) DSA risk stratification --- > (individualized IS)

Graft Accommodation

Non HLA antibody

Early diagnosis DSA Tfh, Bmem, High Throughput Sequence

Page 30: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

B cell epitope --- BCR (HLA antibody)

EPITOPE

Eplet mismatch number

determined by HLA matchmaker (website)

Difference between donor and recipient HLA

Tambur AR, Claas FHJ. AJT 2015, 15: 1148-54.

TRIPLET: 3 linearly consecutive amino acid residues

EPLET: Linearly discontinuous spatially close amino acid residues

Page 31: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

61

1. Antigen has many potentially immunogenic epitopes (triplets/eplets) but some of these are shared with the patients own HLA molecules

HLAMatchmaker algorithm predicts the immunogenicity of an HLA alloantigen.

2. Patient will not make antibodies to epitopes present on the own HLA antigens and therefore:

3. Polymorphism of an HLA mismatch should be considered in the context of the HLA type of the potential antibody producer.

Principles of HLAMatchmaker:

Duquesnoy, Human Immunol. 2002

Dr Frans Claas

http://www.epitopes.net/downloads.html

Page 32: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Wiebe C, et al. J Am Soc Nephrol. 2017; 28: 3353-3362

Wiebe C, et al. J Am Soc Nephrol. 2017; 28: 3353-3362

Page 33: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

B cell epitope --- BCR (HLA antibody)

T cell epitope --- TCR

EPITOPE

Eplet mismatch Number

determined by HLA matchmaker (website)

Difference between donor and recipient HLA

Donor

CD8 T CD4 T

Class II

TCR*

B

Tc

Donor Class I

BCR

Graft (Donor)

Dendritic Cell

Donor HLA Class I or II

z

Donor Dendritic Cell

Graft (Donor)

Indirect Recognition

Pathway

Donor Class I

TCR** TCR*

Direct Recognition Pathway

TCR**

TCR***

Class II

Page 34: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

https://www.pirche.com/pirche/#/

Predicted indirectly recognizable HLA epitopes (PIRCHE)

Predicted indirectly recognizable HLA epitopes (PIRCHE)

Lachmann N, et al. AJT 2017; 17: 3076-3086

Page 35: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Lachmann N, et al. AJT 2017; 17: 3076-3086

114/691 (16.5%) Class I ------------14 Class I + DR ----- 1 Class I + DQ ----- 2 DR -----------------19 DQ ---------------- 69 DR + DQ --------- 9

Class I-associated -----17 DR-associated----------29 DQ-associated ---------80

de novo DSA

Page 36: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

De novo DSA (DR, DQ) and Eplet MM

P<0.0001

(n=691)

(3.4%)

(20.2%)

De novo DSA (DR, DQ) and PIRCHE score

P<0.0001

(n=691)

(8.2%)

(19.8%)

Page 37: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Non HLA

Transpl Int 2020, 33: 5-17.

Page 38: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Tfh

Early Diagnosis

La Muraglia GM II, et al. Am J Transplant 2020; 20: 75-87

Page 39: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Macedo C, et al. Kidney Int Rep 2019; 4: 455-469

van Besouw NM, et al. HLA 2019; 94: 407-414.

Page 40: HLA /GpGYGMGxG G>...P=0.4011 P=0.1554 0 5000 10000 15000 20000 25000 Sum of DSA MFI levels in Bx-proven ABMR and non-ABMR (n=47) Bx–proven ABMR(-) Bx–proven ABMR(+) MFI 4087 (median)

Bmem

Transpl Int 2020, 33: 30-40

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Am J Transplant 2019; 19: 368-380.

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Liquid biopsy ----

Biomarker for ABMR (2018-2019)

mRNA, miRNA (PBMC, plasma) Development and validation of a peripheral blood mRNA assay for the assessment of antibody-mediated kidney allograft rejection: A multicentre, prospective study. Van Loon E, Gazut S, Yazdani S, et al. EBioMedicine. 2019 Aug;46:463-472.

(BIOMARGIN) study (www.biomargin.eu) 8-gene assay (CXCL10, FCGR1A, FCGR1B, GBP1, GBP4, IL15, KLRC1, TIMP1) in blood samples (PBMC mRNA)

Development of a multivariable gene-expression signature targeting T-cell-mediated rejection in peripheral blood of kidney transplant recipients validated in cross-sectional and longitudinal samples. Christakoudi S, Runglall M, Mobillo P, et al. EBioMedicine. 2019 Mar;41:571-583

(KALIBRE) study 22-genes in PBMC mRNA for TCMR (IFNG, IP-10, ITGA4, MARCH8, RORc, SEMA7A, WDR40A) Peripheral blood transcriptome analysis and development of classification model for diagnosing antibody-mediated rejection vs accommodation in ABO-incompatible kidney transplant. Jeon HJ, Lee JG, Kim K, Jang JY, Han SW, Choi J, Ryu JH, Koo TY, Jeong JC, Lee JW, Ishida H, Park JB, Lee SH, Ahn C, Yang J. Am J Transplant. 2019 Aug 1.

PBMC mRNA COX7A2L, CD69, CD14, CFD, and FOXJ3 ABO-i

The regulation of interferon type I pathway-related genes RSAD2 and ETV7 specifically indicates antibody-mediated rejection after kidney transplantation. Matz M, Heinrich F, Zhang Q, Lorkowski C, Seelow E, Wu K, Lachmann N, Addo RK, Durek P, Mashreghi MF, Budde K. Clin Transplant. 2018 Dec;32(12):e13429.

PBMC mRNA, IFN type I and II signature gene, .ETV7, RSAD2 MicroRNA regulation in blood cells of renal transplanted patients with interstitial fibrosis/tubular atrophy and antibody-mediated rejection. Matz M, Heinrich F, Lorkowski C, Wu K, Klotsche J, Zhang Q, Lachmann N, Durek P, Budde K, Mashreghi MF. PLoS One. 2018 Aug 13;13(8):e0201925.

PBMC miRNA miR-145-5p as IFTA specific marker miR-223-3p, miR-424-3p and miR-145-5p in TCMR and ABMR

Cell-free microRNA-148a is associated with renal allograft dysfunction: Implication for biomarker discovery. Nariman-Saleh-Fam Z, Bastami M, Ardalan M, et al. J Cell Biochem 2019; 120: 5737-5746. Plasma cell-free miRNA-148a correlated with renal function and histological grades

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Biomarker for ABMR (2018-2019)

OMICS (urine)

Urinary proteomics to diagnose chronic active antibody-mediated rejection in pediatric kidney transplantation - a pilot study. Kanzelmeyer NK, Zürbig P, Mischak H, Metzger J, Fichtner A, Ruszai KH, Seemann T, Hansen M, Wygoda S, Krupka K, Tönshoff B, Melk A, Pape L. Transpl Int. 2019 Jan;32(1):28-37

Urine proteomics identify 79 significant biomarkers CKD273

Non-invasive staging of chronic kidney allograft damage using urine metabolomic profiling. Landsberg A, Sharma A, Gibson IW, Rush D, Wishart DS, Blydt-Hansen TD. Pediatr Transplant. 2018 Aug;22(5):e13226.

Urine metabolomics profiling IFTA GS (not ABMR)

Biomarker for ABMR (2018-2019)

Cell free DNA (Blood)

Diagnostic application of kidney allograft-derived absolute cell-free DNA levels during transplant dysfunction. Whitlam JB, Ling L, Skene A, Kanellis J, Ierino FL, Slater HR, Bruno DL, Power DA. Am J Transplant. 2019 Apr;19(4):1037-1049

graft-derived cell-free DNA for ABMR.

Donor-derived Cell-free DNA Identifies Antibody-mediated Rejection in Donor Specific Antibody Positive Kidney Transplant Recipients. Jordan SC, Bunnapradist S, Bromberg JS, Langone AJ, Hiller D, Yee JP, Sninsky JJ, Woodward RN, Matas AJ. Transplant Direct. 2018 Aug 20;4(9):e379.

Combined use of dd-cfDNA and DSA for ABMR

Donor-specific Cell-free DNA as a Biomarker in Solid Organ Transplantation. A Systematic Review. Knight SR, Thorne A, Lo Faro ML. Transplantation. 2019 Feb;103(2):273-283

Discriminatory power of dd-cfDNA was greatest for higher grades of T cell-mediated and antibody-mediated acute rejection, with high negative predictive values.

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non-adherence