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International Journal of Molecular Sciences logoLink to International Journal of Molecular Sciences
. 2023 Feb 16;24(4):3977. doi: 10.3390/ijms24043977

Efficacy and Safety of Plasma Exchange as an Adjunctive Therapy for Rapidly Progressive IgA Nephropathy and Henoch-Schönlein Purpura Nephritis: A Systematic Review

Bryan Nguyen 1, Chirag Acharya 1, Supawit Tangpanithandee 2,, Jing Miao 2, Pajaree Krisanapan 2,3, Charat Thongprayoon 2, Omar Amir 1, Michael A Mao 4, Wisit Cheungpasitporn 2,*, Prakrati C Acharya 1
Editor: Valentin Schäfer
PMCID: PMC9958587  PMID: 36835388

Abstract

Patients with IgA nephropathy (IgAN), including Henoch-Schönlein purpura nephritis (HSP), who present with rapidly progressive glomerulonephritis (RPGN) have a poor prognosis despite aggressive immunosuppressive therapy. The utility of plasmapheresis/plasma exchange (PLEX) for IgAN/HSP is not well established. This systematic review aims to assess the efficacy of PLEX for IgAN and HSP patients with RPGN. A literature search was conducted using MEDLINE, EMBASE, and through Cochrane Database from inception through September 2022. Studies that reported outcomes of PLEX in IgAN or HSP patients with RPGN were enrolled. The protocol for this systematic review is registered with PROSPERO (no. CRD42022356411). The researchers systematically reviewed 38 articles (29 case reports and 9 case series articles) with a total of 102 RPGN patients (64 (62.8%) had IgAN and 38 (37.2%) had HSP). The mean age was 25 years and 69% were males. There was no specific PLEX regimen utilized in these studies, but most patients received at least 3 PLEX sessions that were titrated based on the patient’s response/kidney recovery. The number of PLEX sessions ranged from 3 to 18, and patients additionally received steroids and immunosuppressive treatment (61.6% of patients received cyclophosphamide). Follow-up time ranged from 1 to 120 months, with the majority being followed for at least 2 months after PLEX. Among IgAN patients treated with PLEX, 42.1% (n = 27/64) achieved remission; 20.3% (n = 13/64) achieved complete remission (CR) and 18.7% (n = 12/64) partial remission (PR). 60.9% (n = 39/64) progressed to end-stage kidney disease (ESKD). Among HSP patients treated with PLEX, 76.3% (n = 29/38) achieved remission; of these, 68.4% (n = 26/38) achieved CR and 7.8% achieved (n = 3/38) PR. 23.6% (n = 9/38) progressed to ESKD. Among kidney transplant patients, 20% (n = 1/5) achieved remission and 80% (n = 4/5) progressed to ESKD. Adjunctive plasmapheresis/plasma exchange with immunosuppressive therapy showed benefits in some HSP patients with RPGN and possible benefits in IgAN patients with RPGN. Future prospective, multi-center, randomized clinical studies are needed to corroborate this systematic review’s findings.

Keywords: plasmapheresis, apheresis, plasma exchange, IgA nephropathy, vasculitis, Henoch-Schönlein purpura nephritis

1. Introduction

IgA Nephropathy (IgAN), characterized by mesangial accumulation of IgA in kidney biopsy, is the most common type of primary glomerular disease and remains a leading cause of end-stage kidney disease (ESKD) in the world with an estimated incidence of 2.5 per 100,000 persons worldwide [1,2,3,4,5]. The overall prevalence of kidney biopsy-proven IgAN ranges from 4 to 44%, depending on the biopsy criterion and patient descent; the strongest predilection is towards Southeast Asians [1,6,7]. Although synpharyngitic macroscopic hematuria is well recognized as a clinical hallmark of IgAN, the most common initial symptoms in adult patients are microscopic hematuria and/or proteinuria [4,6,8]. The pathophysiology of IgAN is currently considered to be from a multi-“hit” process influenced by genetic and environmental factors [6], resulting in the presence of IgG autoantibodies and galactose-deficient IgA1 circulating immune complexes that deposit in the kidney mesangium. This activates the alternative complement pathway, local inflammation, glomerulosclerosis, and tubulointerstitial fibrosis, resulting in the loss of kidney function [6]. The disease course of IgAN is variable but often slowly progressive; about 25% of cases progress to ESKD within 10 years and about 40% progress within 20 years [9]. The risk of ESKD progression is greater in patients of Southeast Asian descent and those with preexisting risk factors of hypertension, diabetes mellitus, and proteinuria than in patients with different backgrounds [10,11].

IgA vasculitis, also known as Henoch-Schönlein purpura (HSP), is a systemic vasculitis characterized by IgA immune complex deposition within the blood vessels of the affected tissue. HSP is the most prevalent form of vasculitis in children, presenting as rashes, joint pain, gastrointestinal symptoms, and kidney disease. It is usually self-limiting in children but more severe in adults. Kidney biopsy in HSP-associated IgA nephropathy is indistinguishable from that seen in IgAN [4,12,13]. Even though HSP results in greater organ involvement, the risk of ESKD in adults with HSP-associated IgAN is comparable to that of IgAN [14].

To date, the 2021 Kidney Disease Improving Global Outcomes (KDIGO) guidelines for glomerulonephritis recommends the use of angiotensin-converting enzyme inhibitors (ACE-i) or angiotensin receptor blockers (ARB) as first-line therapy for the management of all IgAN patients with hypertension or significant proteinuria. Immunosuppressants should be used only if patients remain at high risk for the progression of chronic kidney disease (CKD) despite maximal supportive care or in patients with rapidly progressive glomerulonephritis (RPGN), which is defined as a ≥50% decline in estimated glomerular filtration rate (eGFR) within 3 months. Treatment options to mitigate ESKD progression are still limited for IgAN with crescentic disease [2].

Plasmapheresis or plasma exchange (PLEX) is a therapeutic procedure involving the extracorporeal removal or exchange of blood plasma, which includes its components of antibodies and circulating antigen-antibody complexes [15,16]. PLEX has been beneficial in the treatment of crescentic glomerulonephritis or RPGN due to anti-glomerular basement membrane (GBM) antibody disease and ANCA-associated vasculitis (AAV) [17,18]. Since the pathophysiology of IgAN includes circulating immune complexes, the use of PLEX as adjunctive therapy for IgAN with RPGN could theoretically be advantageous. According to the American Society for Apheresis 2019 guidelines, the role of PLEX may be considered individually in the treatment of IgAN and HSP with rapidly progressive/crescentic (recommendation category III) disease. However, this recommendation is weak due to the lack of randomized/prospective data regarding PLEX use [19]. Thus, this systematic review aims to consolidate existing data and assess the efficacy and safety of PLEX for the treatment of IgAN and HSP-associated IgAN patients with RPGN.

2. Materials and Methods

2.1. Information Sources and Search Strategy

The protocol for this systematic review is registered with PROSPERO (International Prospective Register of Systematic Reviews; no. CRD42022356411). A systematic literature search was conducted utilizing Ovid Medline, EMBASE, the Cochrane Central Register of Controlled Trials (CCTR), and the Cochrane Database of Systematic Reviews (CDSR) from inception through September 2022 to identify all original studies that investigated the use of PLEX for the treatment of IgAN or HSP with associated RPGN (with or without crescents). Both native and transplanted kidneys affected by IgAN were included. The systematic literature review was individually conducted by two investigators (P.K. and S.T.) using the search strategy as described in the online Supplementary Data. The search strategy included the terms “plasmapheresis or apheresis or plasma exchange” AND “IgA nephropathy or Henoch Schönlein purpura”. A manual search for additional potentially relevant studies using the references of the included articles was also performed. No language limitation was applied. Any differing decisions were resolved by mutual consensus. This study was conducted in agreement with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) Statement as described in the online Supplementary Data.

2.2. Selection Criteria

Eligible studies included case reports, case series, and cohort studies that evaluated the role of PLEX in the treatment of IgAN or HSP with associated RPGN (with or without crescents). Studies had to report the following outcomes: remissions, relapses, degree of proteinuria, and serum creatinine/estimated glomerular filtration rate. The exclusion criteria included studies that primarily reported other treatment outcomes. Inclusion was not restricted by study size. Remission was determined by the reduction of proteinuria based on each article. In general, complete remission (CR) was defined as proteinuria of less than 0.3 g per 24 h, and partial remission (PR) was defined as a reduction of proteinuria between 0.3 and 3.5 g per 24 h and a 50% reduction from baseline. The quality of each study was evaluated by the investigators using the validated methodological index for non-randomized studies (minors) quality score.

2.3. Data Abstraction

A structured data collection report was adopted to derive the following information from the included studies: first author’s name, publication year, country of reporting, demographic data, kidney biopsy features, treatment regimen for PLEX, other treatments given, native or transplanted kidney, the outcome of treatment, adverse effects encountered, and other accompanying disease which would affect the kidneys or would cause alveolar hemorrhage and thrombotic microangiopathy. To ensure precision, this data extraction process was independently performed by three investigators (B.N., P.A, and W.C.)

3. Results

After excluding duplications, the search strategy retrieved 1382 potentially relevant articles. After excluding 1275 articles based on the titles and abstracts not fulfilling the inclusion criteria (as described in Figure 1, 107 articles underwent full-length review. An additional 69 articles were excluded due to either a lack of outcome of interest or poor methodological quality. Consequently, 38 studies (29 case reports and 9 case series) with 102 patients were enrolled in the analysis. These 38 studies underwent an assessment of methodological quality utilizing the tool published by Murad et al. in 2018 [20]. The literature retrieval, review, and selection process are shown in Figure 1. The characteristics of all included studies are shown in Table 1 and Table 2. The assessment of methodological quality for each included study is shown in Supplementary Tables S1 and S2.

Figure 1.

Figure 1

Literature review process.

Table 1.

Characteristics of included case reports.

Author Year Type of Study n Country Age Sex HSP Other Disease Alveolar Hemorrhage Crescents Kidney Transplant Plasma Exchange Regimen Additional Treatment Outcome Adverse Event Thrombotic Micro-angiopathy
1 Coppo [21] 1985 Case Report 1 Italy 54 M - - - 20% gloms - 13 cycles total:
1 session every other day for 3 weeks then weekly sessions for 4 weeks
Steroids
Cytoxan
Complete remission

Cr clearance improved from 30 mL/min to 120 mL/min

Proteinuria 3 g/day to 0.2 g/day at 6-month follow-up
- -
2 Tejeiro
[22]
1990 Case Report 1 Spain 54 M - - - +60% gloms + 18 cycles total 22 L removed Steroids
Cytoxan
Not reported Failed
transplant and progressed to ESKD
-
3 Streather
[23]
1994 Case Report 1 UK 43 M - - - +40% gloms + 3 sessions with 3 L and 4.5% albumin Steroids Continued improvement in Cr - -
4 Affessa
[24]
1997 Case Report 1 USA 66 M - - + + - 3× week for 3 weeks Steroids Cr 6.9 to 2.8 Catheter dislodged -
5 McGregor
[25]
1998 Case Report 1 New Zealand 14 M - P-ANCA (MPO) + +90% gloms - 10 × 2 L exchanges over 3 weeks Steroids
Cytoxan
Cr normal
Proteinuria persisted
No further pulmonary hemorrhage
- -
6 Chen [26] 2004 Case Report 1 Taiwan 33 M + - - + - 9 sessions of double filtration plasmapheresis Steroids
Cytoxan
S Cr from 11.4 to 3.1 - -
7 Rech
[27]
2005 Case Report 1 Germany 57 M + - - - - 3 days first week, 2 days second week, 40 mL/kg with FFP Steroids
Cytoxan
HD until “normal serum creatinine” and resolution of proteinuria at 1 year - -
8 Fujinaga
[28]
2006 Case Report 1 Japan 5 M - - - +80% gloms - 5 sessions alternating days 50 mL/kg Steroids
Mizoribine
HD discontinued 3 weeks after PLEX - -
9 Anantham
[29]
2007 Case Report 1 Singapore 20 M - ESKD due to IgAN + + - Unclear Cytoxan Steroids Improvement in pulmonary hemorrhage, ESKD - -
10 Wang
[30]
2011 Case Report 1 China 31 F - - - +14/17 gloms - 10 sessions Steroids
Cytoxan
Only mentioned Cr 3.75 after 1 mo therapy - -
11 Pipilli
[31]
2012 Case Report 1 Greece 35 M - - - + - 17 sessions Steroid Cr from 7 to 2.5 - +
12 Herzog
[32]
2014 Case Report 1 Germany 28 M - - - +7/12 gloms - 3 sessions 40 mL/kg Steroids ESKD - -
13 Otsuka
[33]
2014 Case Report 1 Japan 23 M - - - - + 19 days s/p Double Filtration plasmapheresis Steroids Worsening Cr and proteinuria CMV viremia -
14 Yim
[34]
2014 Case Report 1 Korea 14 M - - + +21/45 gloms - Daily plasmapheresis; weekly for 3 months PD
Steroids
Cytoxan
Pulmonary symptoms resolved but progressed to ESKD - +
15 Hamilton [35] 2015 Case Report 1 UK 27 M + - - +20% gloms - 108 total sessions over 3 years; 2 weeks of daily sessions followed by empiric sessions every 1–2 weeks Steroids
Cytoxan
Ritixumab
IVIg
Gradual decline in renal function with ESKD at 3 years. Received live renal transplant at 3.5 years with stable Cr of 1.69 - -
16 Ring
[36]
2015 Case Report 1 UK 16 M + - - +6/14 gloms - 5 Plasma exchange with 40 mL/kg Steroids Cytoxan
Eculizumab
Not mentioned No improvement after PLAEX but after Eculizumab, then progressed to ESKD after 2 years -
17 Doddi
[37]
2016 Case Report 1 India 25 F - HUS - - - 5 sessions alternate day, 40 mL/kg - Cr normal in 3 months - +
18 Pannu
[38]
2016 Case Report 1 USA 25 M - HUS + NR - PLEX >3 sessions Eculizumab Dialysis dependent - +
19 Nissaisorakarn
[39]
2017 Case Report 1 USA 75 F - ANCA - +6/13 gloms - 7 sessions every other day Steroids Cytoxan ESKD Influenza A, Herpes Zoster, Rothia bacteremia -
20 Soltanpour
[40]
2017 Case Report 1 USA 42 M - APLS - NR - PLEX Steroids Not reported Cr improved to 1.9 from 4.5 +
21 Vega
[41]
2017 Case Report 1 Spain 69 M + - + - - 6 Steroids
IVIG 3 mo
Cr 2.1 to 1.2 (unknown time) - -
22 Sürmeli-Döven
[42]
2018 Case Report 1 Turkey 1.5 M - HUS - - - 5 sessions with 1-day intervals Steroids Dialysis to Cr 0.52 - +
23 Rajiv
[43]
2018 Case Report 1 India 26 M - - - + + 6 sessions Steroids
IVIG
Cytoxan
ESKD - -
24 Gani
[44]
2019 Case Report 1 USA 36 M - Humoral and cell-mediated rejection - + + 7 sessions Steroids Thymoglobulin ESKD - -
25 Kojima
[45]
2019 Case Report 1 Japan 66 F - Anti GBM + +1/18 glom - 8 sessions Steroids ESKD - -
26 Longano
[46]
2019 Case Report 1 Australia 22 M - Anti GBM + +2/11 gloms - 21 sessions Steroids
Cytoxan
Cr remained normal - -
27 Bhuwania
[47]
2020 Case Report 1 India 58 F - ANCA
Anti GBM
- +M1S1C1 - 5 sessions Steroids
Cytoxan (CYCLOPS)
Cr 3.5 to 1.4 at 6 m - -
28 Apaydin
[48]
2021 Case Report 1 Turkey 18 M - COVID
PR3ANCA
+ + - Daily sessions for 7 days Steroids IVIg Cr from 0.96 to 1.15 - -
29 Zhang
[49]
2021 Case Report 1 China 41 F - Anti GBM - + - 6 sessions Steroids
Rituximab, HD × 3
IVIG 12 mo Tacrolimus
HD discontinued, Cr 2.79–1.517 at 28 wk PCP -

Abbreviations: ANCA, Antineutrophil cytoplasmic antibody; Anti-GBM, Anti glomerular basement membrane disease; APLS, anti-phospholipid disease; Cr, creatinine; ESKD, end-stage kidney disease; Gloms, glomeruli; HD, hemodialysis; HUS, hemolytic uremic syndrome; IgAN, IgA nephropathy; PLEX, plasma exchange therapy.

Table 2.

Characteristic of included case series.

Author Year Country
/Patient no.
Study Population Age (Yrs) Other Disease Initial Kidney Function Kidney Biopsy Treatment Regimen Additional Treatment Outcome Adverse Events
1 Lai [50] 1987 UK 2 patients;
2F
21–24 IgAN
HTN
Each patient had a different plasma exchange regimen. Steroids
AZA
Both patients saw temporary improvement in serum creatinine following plasma exchange therapy but kidney function gradually deteriorated despite therapy. Leukopenia
1 F 24 IgAN
HTN
sCr 8.22 mg/dL
(727 µmol/L)
20 glomeruli;
13 sclerosed and 7 with fibro-cellular crescents
4 courses consisting of 4 plasma exchanges on alternating days separated by 2–3 months. The first plasma exchange occurred 2 weeks after symptom onset. Steroids
AZA
sCr:
8.14 mg/dL (720 µmol/L) at 3 weeks
4.58 mg/dL (405 µmol/L) at 1 month
9.61 mg/dL (850 µmol/L) at 4 months
5.76 mg/dL (510 µmol/L) at 6 months
10.29 mg/dL (910 µmol/L) at 7 months
5.66 mg/dL (500 µmol/L) at 10 months
11.31 mg/dL (1000 µmol/L) at 12 months

ESKD on HD at 15 month follow up
Leukopenia from AZA
2 F 21 IgAN
HTN
sCr 8.22 mg/dL
(425 µmol/L)
15 glomeruli;
5 sclerosed
10 with fibro-cellular crescents
6 plasma exchanges on alternating days 2 months after symptom onset. Steroids
AZA
sCr:
5.09 mg/dL (450 µmol/L) at 2 months
9.61 mg/dL (850 µmol/L) at 3 months
5.77 mg/dL (510 µmol/L) at 5 months
5.66 mg/dL (500 µmol/L) at 7 months
6.78 mg/dL (600 µmol/L) at 9 months
7.35 mg/dL (650 µmol/L) at 12 months
Progressive deterioration thereafter
None
2 Nicholls [51] 1990 AUS 14 patients;
11M and 3F
17–58 IgAN
HTN
All patients had crescents on biopsy with mean of 40% crescents in non-sclerosed glomeruli (median 34%; range 7–80%) No individualized biopsy results were provided 4 plasma exchanges on consecutive days followed by 3 plasma exchanges weekly for 2 weeks, then weekly plasma exchange until 3 months total duration. Dipyridamole
Cytoxan
7 patients experienced fall in sCr during treatment protocol while the renal function of the rest progressively deteriorated during the study. However, all patients ultimately experienced decline in renal function after completion of treatment with all but 4 patients requiring HD. The authors did not provide final outcomes for each individual patient. The 7 patients who had improved with plasma exchange experienced a notably slower rate of decline in renal function compared to the other patients. Acute Tubular Necrosis in 1 patient
1 M 18 IgAN
HTN
sCr 1.81 mg/dL
(160 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
2.14 mg/dL (190 µmol/L) at 3 months
2.04 mg/dL (180 µmol/L) at 6 months
2.26 mg/dL (200 µmol/L) at 9 months
2 M 23 IgAN
HTN
sCr 3.73 mg/dL
(330 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
4.41 mg/dL (390 µmol/L) at 3 months
4.18 mg/dL (370 µmol/L) at 6 months
4.41 mg/dL (440 µmol/L) at 9 months
3 M 30 IgAN
HTN
sCr 3.95 mg/dL
(350 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
6.11 mg/dL (540 µmol/L) at 3 months
5.66 mg/dL (500 µmol/L) at 6 months
7.58 mg/dL (670 µmol/L) at 9 months
4 M 26 IgAN
HTN
sCr 2.26 mg/dL
(200 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
2.83 mg/dL (250 µmol/L) at 3 months
1.92 mg/dL (170 µmol/L) at 6 months
2.49 mg/dL (220 µmol/L) at 9 months
5 F 40 IgAN
HTN
sCr 2.83 mg/dL
(250 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
10.63 mg/dL (940 µmol/L) at 3 months
7.58 mg/dL (670 µmol/L) at 6 months
20.36 mg/dL (1800 µmol/L) at 9 months
6 F 50 IgAN
HTN
sCr 1.70 mg/dL
(150 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
2.37 mg/dL (210 µmol/L) at 3 months
2.03 mg/dL (180 µmol/L) at 6 months
2.26 mg/dL (200 µmol/L) at 9 months
7 M 17 IgAN
HTN
sCr 6.33 mg/dL
(560 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
14.37 mg/dL (1270 µmol/L) at 3 months
8.82 mg/dL (780 µmol/L) at 6 months
15.61 mg/dL (1380 µmol/L) at 9 months
8 M 58 IgAN
HTN
sCr 4.75 mg/dL
(420 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
5.43 mg/dL (480 µmol/L) at 3 months
5.77 mg/dL (510 µmol/L) at 6 months
7.47 mg/dL (660 µmol/L) at 9 months
9 F 20 IgAN
HTN
sCr 4.52 mg/dL
(400 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
5.32 mg/dL (470 µmol/L) at 3 months
8.71 mg/dL (770 µmol/L) at 6 months
12.10 mg/dL (1070 µmol/L) at 9 months
10 M 50 IgAN
HTN
sCr 2.83 mg/dL
(250 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
3.28 mg/dL (290 µmol/L) at 3 months
3.28 mg/dL (290 µmol/L) at 6 months
3.39 mg/dL (300 µmol/L) at 9 months
11 M 22 IgAN
HTN
sCr 4.18 mg/dL
(370 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
4.18 mg/dL (370 µmol/L) at 3 months
5.43 mg/dL (480 µmol/L) at 6 months
8.03 mg/dL (710 µmol/L) at 9 months
12 M 43 IgAN
HTN
sCr 7.35 mg/dL
(650 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
8.03 mg/dL (710 µmol/L) at 3 months
10.29 mg/dL (910 µmol/L) at 6 months
22.51 mg/dL (1990 µmol/L) at 9 months
13 M 23 IgAN
HTN
sCr 3.96 mg/dL
(350 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
4.41 mg/dL (390 µmol/L) at 3 months
5.54 mg/dL (490 µmol/L) at 6 months
9.95 mg/dL (880 µmol/L) at 9 months
14 M 44 IgAN
HTN
sCr 2.37 mg/dL
(210 µmol/L)
Plasma exchange was initiated 3 months after enrollment. sCr:
8.48 mg/dL (750 µmol/L) at 3 months
3.39 mg/dL (300 µmol/L) at 6 months
4.41 mg/dL (390 µmol/L) at 9 months
Developed ATN thought to be related to intercurrent surgery during observation period, but it was withdrawn from analysis.
3 Rocatello
[52]
1995 Italy 6 patients; 4M and 2F 16–61 IgAN All patients except controls in IgAN group received 2 month treatment of
15 mg/kg IV methylprednisolone for 3 days followed by 8 weeks of oral prednisone (1 mg/kg for first 4 weeks and 0.75 mg/kg for last 4)

Oral cyclophosphamide 2.5 mg/kg/day for 8 weeks.

Plasma exchange (6 treatments in 2 weeks followed by weekly PLEX for at least 2 weeks).
Steroids
Cytoxan
All patients saw improvement in serum creatinine and urine abnormalities, but 3 patients eventually developed ESKD at long-term follow up.

No correlation between urine abnormalities, HTN, sCr, and histological features was found.

No clinical or histological parameter was significantly different between patients in the treatment group.
Pneumonia in 1 patient

1 M 16 IgAN
HTN
sCr 10.0 mg/dL (884 µmol/L) 10 glomeruli

90% florid crescents and 10% fibrotic crescents

1+ interstitial fibrosis
14 plasma exchanges in first month with 8 additional sessions by 2 month follow up. Steroids
Cytoxan
sCr:
2.4 mg/dL (212 µmol/L) at 2 months
2.19 mg/dL (194 µmol/L) at 6 months
5.9 mg/dL (522 µmol/L) at 16 months
7.43 mg/dL (657 µmol/L) at 24 months
ESKD on HD at 36 month follow up
Repeat biopsy at 16 months:
15 glomeruli
65% glomerular hyalinosis
15% florid crescents
1+ interstitial fibrosis
1+ vascular hyalinosis
-
2 M 44 IgAN
HTN
sCr 1.2 mg/dL (106 µmol/L) 12 glomeruli

15% glomerular hyalinosis

40% florid crescents

1+ interstitial infiltrates

1+ interstitial fibrosis

1+ vascular hyalinosis
11 plasma exchanges in first month, no additional sessions. Steroids
Cytoxan
sCr:
1.1 mg/dL (97 µmol/L) at 2 months
1.49 mg/dL (132 µmol/L) at 6 months
1.49 mg/dL (132 µmol/L) at 24 months

Repeat biopsy at 2 months:
26 glomeruli
30% glomerular hyalinosis
10% florid crescents
20% fibrotic crescents
1+ interstitial fibrosis
1+ vascular hyalinosis
-
3 F 61 IgAN
HTN
sCr 7.19 mg/dL (636 µmol/L)
20 glomeruli

5% glomerular hyalinosis

70% florid crescents

1+ interstitial infiltrates

1+ interstitial fibrosis
1+ vascular hyalinosis
14 plasma exchanges in first month, no additional sessions. Steroids
Cytoxan
sCr:
3 mg/dL (265 µmol/L) at 2 months
5.1 mg/dL (451 µmol/L) at 6 months
ESKD on HD at 1-year follow up

Repeat biopsy at 2 months:
12 glomeruli
30% glomerular hyalinosis
50% florid crescents
1+ interstitial infiltrates
1+ interstitial fibrosis
1+ vascular hyalinosis
-
4 M 39 IgAN
HTN
sCr 2.69 mg/dL (238 µmol/L) 13 glomeruli

35% glomerular hyalinosis

50% florid crescents

1+ Interstitial fibrosis

1+ vascular hyalinosis
10 plasma exchanges in first month with 5 additional sessions by 2 month follow up. Steroids
Cytoxan
sCr:
2.6 mg/dL (230 µmol/L) at 2 months
4.2 mg/dL (371 µmol/L) at 6 months
ESKD on HD at 1-year follow up

Repeat biopsy at 2 months:
14 glomeruli
30% glomerular hyalinosis
30% florid crescents
2+ interstitial fibrosis
2+ vascular hyalinosis
-
5 M 55 IgAN
HTN
sCr 7.4 mg/dL (654 µmol/L) 10 glomeruli

40% florid crescents

1+ interstitial infiltrates

2+ interstitial fibrosis
10 plasma exchanges in first month, no additional sessions. Steroids
Cytoxan
sCr:
2.19 mg/dL (194 µmol/L) at 2 months
2.09 mg/dL (185 µmol/L) at 6 months
2.19 mg/dL (194 µmol/L) at 24 months
2.19 mg/dL (194 µmol/L) at 36 months
ESKD on HD at 1-year follow up

No repeat biopsy
-
6 F 18 IgAN sCr 3.0 mg/dL (265 µmol/L) 12 glomeruli

15% glomerular hyalinosis

80% florid crescents

1+ interstitial infiltrates

1+ interstitial fibrosis
1+ vascular hyalinosis
18 plasma exchanges in first month with 5 additional sessions between the 2 and 6 months follow up. Steroids
Cytoxan
sCr:
1.49 mg/dL (1.32 µmol/L) at 2 months
2.3 mg/dL (2.03 µmol/L) at 6 months
1.59 mg/dL (1.41 µmol/L) at 24 months
4.2 mg/dL (371 µmol/L) at 120 months

No repeat biopsy
-
4 Gianviti
[53]
1996 UK 14 patients; 10 M and 4F 3.7–11.9 HSP 12/14 patients: 30–100% crescents Children weighing below 15 kg underwent plasma filtration with a Gambro plasma filter and AK 10 blood monitor.

Children above 15 kg underwent centrifugal plasma exchange with a Cobe Spectra Apheresis system.

Total volume exchanged was twice the estimated plasma volume using Albumin and FFP as replacement fluids.
Cytoxan
Steroids
All patients with improvement in serum Cr but 5 patients with ESKD at long-term follow up.

Statistically significant improvement in kidney outcome if PLEX initiated within 1 month of disease onset.
Volume overload

Cardiac arrest due to hypocalcemia

Anaphylaxis
1 F 6.4 HSP sCr 1.24 mg/dL (110 µmol/L) 60% crescents 9 months from onset Steroids
Cytoxan
sCr 0.53 mg/dL (47 µmol/L) 2 months after PLEX

ESKD at 2-year follow up
-
2 M 9.0 HSP sCr 2.26 mg/dL (200 µmol/L) 60% crescents 4 months from onset Steroids
Cytoxan
sCr 1 mg/dL (88 µmol/L) 2 months after PLEX

ESKD at 2-year follow up
-
3 M 11.9 HSP sCr 0.97 mg/dL (86 µmol/L) 80% crescents 1 month from onset Steroids
Cytoxan
sCr 0.68 mg/dL (60 µmol/L) 2 months after PLEX

sCr 0.9 mg/dL (80 µmol/L) at 2-year follow up
-
4 F 9.5 HSP sCr 5.54 mg/dL (490 µmol/L) 100% crescents <1 month from onset Steroids
Cytoxan
sCr 1.36 mg/dL (120 µmol/L) 2 months after PLEX

sCr 1.92 mg/dL (170 µmol/L) at 6-year follow up
-
5 M 8.0 HSP sCr 8.03 mg/dL (710 µmol/L) 80% crescents 1 month from onset Steroids
Cytoxan
HD
sCr 1.36 mg/dL (120 µmol/L) 2 months after PLEX

sCr (76 µmol/L) at 1-year follow up
-
6 M 5.1 HSP sCr 3.73 mg/dL (330 µmol/L) Diffuse extra-capillary proliferation <1 month from onset Steroids
Cytoxan
HD
sCr (58 µmol/L) 2 months after PLEX

sCr 0.86 mg/dL (58 µmol/L) at 2-year follow up
-
7 M 10 HSP sCr 8.93 mg/dL (µmol/L) Diffuse extra-capillary proliferation 1 month from onset Steroids
Cytoxan
HD
sCr (62 µmol/L) 2 months after PLEX

(53 µmol/L) at 3-year follow up
-
8 M 8.9 HSP sCr 1.27 mg/dL (112 µmol/L) 50% crescents 1 month from onset Steroids
Cytoxan
sCr 0.7 mg/dL (41 µmol/L) 2 months after PLEX

sCr 0.68 mg/dL (60 µmol/L) at 2-year follow up
-
9 F 11.5 HSP sCr 3.39 mg/dL (300 µmol/L) 88% crescents 1 month from onset Steroids
Cytoxan
sCr 0.98 mg/dL (87 µmol/L) 2 months after PLEX

sCr 0.66 mg/dL (58 µmol/L) at 2-year follow up
-
10 M 3.7 HSP sCr 1.4 mg/dL (124 µmol/L) 30% crescents 48 months from onset Steroids
Cytoxan
sCr 1.36 mg/dL (120 µmol/L) 2 months after PLEX

ESKD at 7-year follow up
-
11 M 5.6 HSP sCr 2.6 mg/dL (230 µmol/L) 80% crescents 1 month from onset Steroids
Cytoxan
sCr 0.68 mg/dL (60 µmol/L) 2 months after PLEX

sCr 0.38 mg/dL (34 µmol/L) at 1.3-year follow up
-
12 F 10.5 HSP sCr 2.26 mg/dL (200 µmol/L) 80% crescents 9 months from onset Steroids
Cytoxan
sCr 2.26 mg/dL (200 µmol/L) 2 months after PLEX

ESKD at 1-year follow up
-
13 M 8.5 HSP sCr 5.32 mg/dL (470 µmol/L) 100% crescents 2 months from onset Steroids
Cytoxan
HD
sCr 2.04 mg/dL (180 µmol/L) 2 months after PLEX

ESKD at 1-year follow up
-
14 M 6.7 HSP sCr 2.6 mg/dL (230 µmol/L) 85% crescents 2 months from onset Steroids
Cytoxan
sCr 0.96 mg/dL (85 µmol/L) 2 months after PLEX

0.97 mg/dL (86 µmol/L) at 9-year follow up
-
5 Shenoy
[54]
2007 UK 16 (14 with HSP and 2 IgAN) pts; 6M and 10F 3.7–13.5 HSP
IgAN
eGFR estimated using sCr and height All patients with at least grade 3 nephritis on biopsy were treated with plasmapheresis alone.

Plasmapheresis 90 mL/kg per session exchanging 80 mL/kg with 4.5% albumin and 20 mL/kg with FFP.

All patients received at least 9 sessions in first 2 weeks with further increasing spaced sessions if clinical recovery was incomplete.

All patients received cotrimoxazole 12 mg/kg daily for duration of treatment plus 2 months.
None All patients had improvement in eGFR and UA/UC ratio that was stable over time, but the delayed patient ultimately required kidney transplant.

Results suggest prompt treatment with plasmapheresis alone improves kidney function that remains stable over time.
Itchy rashes following FFP treated with hydrocortisone and chlorphenamine
1 F 11.0 HSP eGFR 46 ISKDC grade 3b

20% crescents
Within 2 weeks of onset None eGFR 102 with negative urine dipstick for albumin at 7.5 years follow up -
2 F 6.8 HSP eGFR 82
ISKDC grade 3a

40% crescents
Within 2 weeks of onset None eGFR 127 and UA/UC 2 at 1.1 year follow up -
3 M 5.8 HSP eGFR 93 ISKDC grade 3b

24% crescents
Within 2 weeks of onset None eGFR 98 and UA/UC 3 at 2.1 years follow up -
4 M 15.0 HSP eGFR 20 ISKDC grade 3b

20% crescents
Within 2 weeks of onset None eGFR 108 and UA/UC 38 at 2.5 years follow up -
5 F 3.7 HSP eGFR 136 ISKDC grade 3a

No crescents
Within 2 weeks of onset None eGFR 102 and UA/UC 2 at 6.2 years follow up -
6 F 13.5 HSP eGFR 28 ISKDC grade 4b

53% crescents
Within 2 weeks of onset None eGFR 134 and UA/UC 42 at 2.6 years follow up -
7 F 12.5 HSP eGFR 61 ISKDC grade 3b

43% crescents
Within 2 weeks of onset None eGFR 101 and UA/UC 10 at 3.1 years follow up -
8 M 11.8 HSP eGFR 33 ISKDC grade 3b

no crescents
Within 2 weeks of onset None eGFR 142 and UA/UC 1 at 3.8 years follow up -
9 M 12.3 HSP eGFR 90 ISKDC grade 3b

10% crescents
Within 2 weeks of onset None eGFR 101 and UA/UC 7 at 1.1 years follow up -
10 F 10.1 IgAN eGFR 42 ISKDC grade 3b

29% fibrous crescents
Within 2 weeks of onset None eGFR 106 and UA/UC 2 at 4.2 years follow up -
11 M 13.1 IgAN eGFR 17 ISKDC grade 3b

5% crescents
Within 2 weeks of onset None eGFR 113 and UA/UC 16 at 3.4 years follow up -
12 M 9.9 HSP eGFR 43 ISKDC grade 3b

14% fibrous crescents
Within 2 weeks of onset None eGFR 105 and UA/UC 9 at 5.2 years follow up -
13 F 8.4 HSP eGFR 64 ISKDC grade 4b

52% crescents
Within 2 weeks of onset None eGFR 121 and UA/UC 14.3 at 5.5 years follow up -
14 F 8.3 HSP eGFR 22 ISKDC grade 3a

no crescents
Within 2 weeks of onset None eGFR 121 and UA/UC 2 at 4.3 years follow up -
15 F 8.9 HSP eGFR 67 ISKDC grade 3b

no crescents
Within 2 weeks of onset None eGFR 112 and UA/UC 3 at 5.4 years follow up -
16 F 7.7 HSP eGFR 29 ISKDC grade 3b

26% fibrous crescents
Plasma exchange delayed until 2 months from onset due to needle phobia. None Kidney Transplant at 6.3 years follow up -
6 Wright
[55]
2006 UK 32 pts; 5 with HSP, gender and specific ages not specified. Median 9.4 (0.7–17.7 years) 5 with HSP, Rest had collection of PAN, GPA, MPA/ICN, and NCV eGFR obtained using Schwartz formula All patients received at least 2 courses of plasma exchange comprised of 5 daily sessions and extra sessions based on clinical response.

TPE performed using Spectra centrifugation and PF 1000 plasma filter and Gambro AK 10.

Plasma volume was calculated as 50 mL/kg bodyweight with target of double volume as target with limit of 4 L.

Plasma replaced with 4.5% albumin in all cases, with FFP at the end of exchange to replenish clotting factors.

Median time to treatment from admission was 6 days (range 0–28 days).
Steroids
Cytoxan
Hypotension
Femoral vein thrombosis
Sepsis
1 Gender not specified -- HSP eGFR 64 48% crescents pre-TPE Did not specify specific time/number of sessions. Steroids
Cytoxan
eGFR 106 after plasma exchange

eGFR 162 at 2 months follow up
-
2 Gender not specified -- HSP eGFR 22 100% crescents pre-TPE Did not specify specific time/number of sessions. Steroids
Cytoxan
eGFR 26 after plasma exchange

eGFR 66 at 2 months follow up

Required HD temporarily but gradually regained kidney function
-
3 Gender not specified -- HSP eGFR 33 100% crescents pre-TPE Did not specify specific time/number of sessions. Steroids
Cytoxan
eGFR 20 after plasma exchange

eGFR 10 at 2 months follow up

Required HD 2 months after plasma exchange
-
4 Gender not specified -- HSP eGFR 167 50% crescents pre-TPE Did not specify specific time/number of sessions. Steroids
Cytoxan
eGFR 177 after plasma exchange

eGFR 169 at 2 months follow up
-
5 Gender not specified -- HSP eGFR 84 75% crescents pre-TPE Did not specify specific time/number of sessions. Steroids
Cytoxan
eGFR 98 after plasma exchange

eGFR 99 at 2 months follow up
-
7 Xie
[56]
2016 China 12 patients; 9M and 3F. No individual data available. Mean 42.7± SD 15 8 patients on HD at start

2 patients with oliguria

11 patients with HTN
Mean sCr 7.98 ± 3.35 mg/dL (705.3 ± 296.4 μmol/L)
Total glomeruli 21

64.4 ± 24.4% crescents; 6 patients 50%< tubular atrophy
Mean 7 sessions (5–10) over mean of 15 days (9–30).

2.517 L exchanged per course (300)

Median time of symptoms was 1.5 months (1.0–5.0).
Steroids
Cytoxan

Some with Mycophenolate
Compared to matched historical control group, about half of plasma exchange group were able to discontinue dialysis in 6 months.

5 patients with significant reduction in sCr to normal range that was stable in long-term follow-up (9 to 51 months).

7 patients with ESKD
Pneumonia

Pulmonary Failure
8 Chambers
[57]
1999 USA 2 patients
M 27 IgAN 2.8 mg/dL (247.58 μmol/L); proteinuria 6.2 g/day Crescentic GN 6 × 4 L exchanges over 18 days initiated during pt’s readmission. Steroids,
Cytoxan
sCr 5.6 and proteinuria 3.5 g/day, no response to PLEX.

ESKD
none
M 18 IgAN 23 mg/dL (2033.66 μmol/L); >5 g/day Crescentic GN 7 × 4 L exchanges over 18 days. Steroids,
Cytoxan
ESKD Sepsis from catheter
9 Rajgopala
[58]
2017 India 2 patients
1 F 38 DAH sCr 7.8 mg/dL (689.68 umol/L) Crescentic GN Did not specify regimen. Steroid, Cytoxan Stable on HD and DAH improved but expired from ventricular arrhythmia during HD on admission day 18 Expired
2 M 45 DAH sCr 5.3 mg/dL (689.68 umol/L) Crescentic GN Did not specify regimen. Steroid, Cytoxan, ECMO DAH not improved; expired from septic shock Septic shock, Expired

Abbreviations: AZA, Azathioprine; DAH, diffuse alveolar hemorrhage; ECMO, extracorporeal membrane oxygenation; eGFR, estimated glomerular filtration rate; ESKD, end-stage kidney disease; GN, glomerulonephritis; GPA, granulomatosis with polyangiitis; HSP, Henoch-Schönlein purpura; HTN, hypertension; ICN, idiopathic crescentic nephritis; IgAN, IgA nephropathy with Crescentic glomerular involvement; ISKDC, International Study of Kidney Disease in Children; MPA, microscopic polyangiitis; NCV, non-specified vasculitis; PAN, polyarteritis nodosa; PLEX, plasma exchange therapy; sCr, serum creatinine; TPE, therapeutic plasma exchange.

3.1. Effect of Plasmapheresis in Native Kidneys with IgA Nephropathy

Among patients with IgAN, nearly half of the patients (42.1%, n = 27/64) achieved remission; of those, 20.3% (n = 13/64) achieved CR and 18.7% (n = 12/64) achieved PR. The remainder (60.9%, n = 39/64) progressed to ESKD.

3.2. Effect of Plasmapheresis in Patients with HSP

Among patients with HSP, 76.3% (n = 29/38) achieved remission; of those, 68.4% (n = 26/38) achieved CR and 7.8% (n = 3/38) achieved PR. Only 23.6% (n = 9/38) of patients progressed to ESKD.

3.3. Effect of Plasmapheresis in Patients with Transplanted Kidneys with IgA Nephropathy

The analysis of the included studies found that only five patients were reported to receive PLEX for IgAN with RPGN in transplanted kidneys. Only one of these five kidney transplant recipients (20%) achieved remission, while the remaining four (80%) developed ESKD.

3.4. Alveolar Hemorrhage with IgA Nephropathy

Pulmonary renal syndrome with IgA nephropathy was reported in the included studies. Eleven out of the 84 included patients who were treated with PLEX for IgAN had an alveolar hemorrhage, and the majority of these (10/11) patients had improvement or resolution of pulmonary symptoms after treatment. Four of these patients had a concomitant glomerular disease with IgA nephropathy, including two patients with ANCA positivity, one with Anti GBM antibody positivity, and one with hemolytic uremic syndrome. The role of plasma exchange in pulmonary-renal syndromes for Anti GBM and ANCA vasculitis is well established, and PLEX has been successfully utilized in atypical HUS. Some of the included patients did have concomitant illness along with IgAN (as noted above in Table 1 and Table 2) but overall appeared to have a good response in terms of pulmonary symptoms.

3.5. Adverse Events of Plasmapheresis

Infectious complications (8 of 102 patients) were the most commonly reported adverse event. All patients who developed infectious complications were on immunosuppressants, including steroids, mycophenolate, and cyclophosphamide. These infectious complications included catheter-associated sepsis, septic shock, bacterial pneumonia, cytomegalovirus (CMV) viremia, pneumocystis (PJP) pneumonia, influenza A, herpes zoster, and Rothia bacteremia. There were also reports of volume overload and cardiac arrest attributed to hypocalcemia and anaphylaxis. One patient developed an itchy rash following FFP that resolved after treatment with steroids and chlorpheniramine. Another patient developed femoral vein thrombosis, and one patient had PLEX catheter dislodgment. Reported adverse events are summarized in Table 3.

Table 3.

Reported adverse events.

Adverse Events Number of Patients
Infectious complication 8 (7.8%)
Mild allergic reaction 1 (0.98%)
Electrolyte abnormality (hypocalcemia) 1 (0.98%)
Catheter dislodgement 1 (0.98%)
Volume overload 1 (0.98%)
Vein thrombosis 1 (0.98%)
Anaphylaxis 1 (0.98%)
Leukopenia 1 (0.98%)

4. Discussion

This systematic review demonstrates the potential role of PLEX in the treatment of rapidly progressive/crescentic IgAN and HSP. Plasmapheresis’s removal of immune complexes may have a role in the treatment of aggressive forms of IgA and HSP.

This comprehensive analysis demonstrated a larger benefit with PLEX on HSP compared to IgAN patients (76.3% vs. 42.1% of patients achieved remission, respectively). The underlying reason for this variance is unclear, but it could possibly be related to the underlying pathophysiological differences between these diseases [59]. This study also demonstrated significant heterogeneity in treatment regimens, but a common theme was that early initiation of PLEX was associated with improved renal outcomes. In the Gianviti et al. case series, the five patients who did not achieve remission (reduction of proteinuria to less than 3.5 g per 24 h) did not start PLEX until 2 or more months after the onset of symptoms [40]. In contrast, nine of the ten patients who achieved at least partial remission and had stable kidney function over a follow-up period of 24–72 months had initiated plasmapheresis treatment within 1 month of symptom onset. This relationship was redemonstrated in the Shenoy et al. case series where all patients that initiated PLEX within 2 weeks of symptom onset achieved remission, whereas the single patient who delayed treatment until 2 months after symptom onset ultimately developed ESKD and required a kidney transplant [41]. The findings of this review support the KDIGO 2021 clinical practice guidelines that suggest treating RPGN due to IgA vasculitis similarly to ANCA-associated vasculitis where PLEX is sometimes utilized [2].

IgAN with pulmonary manifestations is rare, but all patients that presented with alveolar hemorrhage in our systematic review had significant improvement or resolution of pulmonary symptoms following PLEX. Although kidney outcomes following PLEX in IgAN with RPGN were ambivalent, these results support the use of PLEX in treating severe extra-renal manifestations of IgAN. PLEX has also been shown to have excellent outcomes in treating extra-renal manifestations of ANCA-associated vasculitis, which highlights the potentially shared pathophysiology between these two diseases [19].

Infectious complications arose in nearly 10% of analyzed patients. While most of the patients were already at high risk of infection due to adjunctive immunosuppression, carefully weighing risks-benefits prior to the initiation of PLEX and monitoring for infection is recommended given the impact of PLEX on both the immune system and antibiotic pharmacokinetics [60].

Crescentic disease was seen in most patients included in this analysis, regardless of IgAN or HSP status. Crescent formation is thought to be related to complement activation; prior studies have highlighted a positive correlation between urinary C4d and the degree of crescent development [61]. A crescent score was added to the Oxford MEST for grading IgAN severity in 2016 after their working group identified an inverse correlation between the degree of crescentic disease and kidney outcome [62]. However, the 2021 KDIGO guidelines recommended that the presence of crescents should not dictate therapy unless there is a concomitant change in eGFR [2]. The analysis failed to demonstrate an association between the degree of crescentic disease and kidney outcomes. Further randomized controlled trials and prospective data are needed to clarify the clinical utility of MEST-C and PLEX.

To the authors’ knowledge, this is the first systematic review of the use of PLEX for rapidly progressive and/or crescentic IgA nephropathy. However, there are several limitations. First, the majority of the published studies are case reports and case series, which often limits data to evaluate long-term outcomes. The literature search for this systematic review did not reveal any published randomized clinical trials that evaluated PLEX in rapidly progressive and/or crescentic GN with IgA nephropathy. Second, the included studies were heterogeneous in terms of the onset of treatment, treatment regimen, patient inclusion, and duration of follow-up. Finally, despite a comprehensive review, only a few kidney transplant patients were included, so the findings of this study may not be generalized for transplant patients.

5. Conclusions

In summary, this systematic review supports the benefit of plasmapheresis in HSP with RPGN, and it suggests a possible benefit of plasmapheresis in IgAN with RPGN. Randomized controlled trials are needed to further establish the role of plasmapheresis in rapidly progressive IgA nephropathy.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms24043977/s1.

Author Contributions

Conceptualization, B.N., C.A., S.T., J.M., P.K., C.T., O.A., M.A.M., W.C. and P.C.A.; Data curation, B.N., W.C. and P.C.A.; Formal analysis, B.N. and P.C.A.; Funding acquisition, J.M., W.C. and P.C.A.; Investigation, B.N., C.A., S.T., J.M., P.K., C.T., O.A., W.C. and P.C.A.; Methodology, B.N., S.T., P.K., C.T., O.A., M.A.M., W.C. and P.C.A.; Project administration, B.N., C.A., S.T., P.K., C.T., O.A., M.A.M., W.C. and P.C.A.; Resources, B.N., S.T., C.T., O.A., W.C. and P.C.A.; Software, P.K., W.C. and P.C.A.; Supervision, C.A., J.M., P.K., C.T., O.A., M.A.M., W.C. and P.C.A.; Validation, B.N., C.A., S.T., O.A., W.C. and P.C.A.; Visualization, S.T. and P.C.A.; Writing—original draft, B.N. and P.C.A.; Writing—review & editing, B.N., C.A., S.T., J.M., P.K., C.T., O.A., M.A.M., W.C. and P.C.A.. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding authors.

Conflicts of Interest

The authors declare no conflict of interest.

Funding Statement

This research received no external funding.

Footnotes

Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding authors.


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