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Research Article|Articles in Press, 103687

The safety of plasma apheresis from donors recovering from COVID-19 infection in Japan

      Abstract

      Purpose

      Since 2020, the novel coronavirus infection (COVID-19) has spread globally. A few studies have investigated the safety of COVID-19 convalescent plasma (CCP) apheresis from COVID-19. This study was the first retrospective observational study of CCP in Japan.

      Methods

      We recruit donors from April 2020 to November 2021 and plasmapheresis in our center (NCGM: national center for global health and medicine). We set the primary endpoint as the Donors Adverse Event (DAE) occurrence at the time of the CCP collection. Variable selection was used to explore the determinants of DAE.

      Results

      Mean and SD age was 50.5 (10.6) years old. Seventy-three (42.2 %) were female, and 87 (33.3 %) were multiple-times donors. Twelve (6.97 % by donors and 4.6 % in total collections) adverse events occurred. The DAEs were VVR (Vaso Vagal Reaction), paresthesia, hypotension, agitation, dizziness, malaise, and hearing impairment/paresthesia. Half of them were VVR during apheresis. DAE occurred only in first-time donors and more in severe illnesses such as using ventilation and ECMO. From the donor characteristics and variable selection, the risk factors are as follows: younger age, female, the severity of disease at the time of the disease, and lower SBP before initiation. Our DAE incidence did not differ from previous studies. DAEs were more likely to occur in CCP apheresis than in healthy donors.

      Conclusion

      We confirm the safety of CCP apheresis in this study, although DAEs were more than healthy donors. More caution should be exercised in the plasma collection for future outbreaks of emerging infectious diseases.

      Keywords

      1. Introduction

      The novel coronavirus, SARS-CoV-2, that began spreading in Wuhan, Hubei Province, China by the end of December 2019, has spread worldwide and further outbreaks were observed globally, including in Japan. Although vaccination against coronavirus disease 19 (COVID-19) was introduced in late 2020, COVID-19 remains a global threat. Whilst a variety of therapeutic agents against COVID-19 exist, only a few are effective [
      • Cao B.
      • Wang Y.
      • Wen D.
      • Liu W.
      • Wang J.
      • Fan G.
      • et al.
      A trial of lopinavir-ritonavir in adults hospitalized with severe Covid-19.
      ].
      Convalescent plasma therapy uses plasma from individuals who have recovered from certain diseases and have neutralizing antibodies against the infection. Convalescent plasma therapy is thought to be effective against COVID-19 when the plasma is obtained from individuals who had infections during the primary outbreak since it takes two to three years to produce high-titer immunoglobulin levels for emerging infectious diseases. An Italian group reported insufficient efficacy of COVID-19 convalescent plasma (CCP) for immunocompetent patients with hematological malignancies [
      • Lanza F.
      • Monaco F.
      • Ciceri F.
      • Cairoli R.
      • Sacchi M.V.
      • Guidetti A.
      • et al.
      Lack of efficacy of convalescent plasma in COVID-19 patients with concomitant hematological malignancies: an Italian retrospective study.
      ]. However, convalescent plasma therapy is a well-known therapeutic option that has been used for several infectious diseases, such as the Spanish flu and, in recent years, Severe Acute Respiratory Syndrome (SARS) [
      • Cheng Y.
      • Wong R.
      • Soo Y.O.
      • Wong W.S.
      • Lee C.K.
      • Ng M.H.
      • et al.
      Use of convalescent plasma therapy in SARS patients in Hong Kong.
      ] and Middle East Respiratory Syndrome [
      • Arabi Y.
      • Balkhy H.
      • Hajeer A.H.
      • Bouchama A.
      • Hayden F.G.
      • Al-Omari A.
      • et al.
      Feasibility, safety, clinical, and laboratory effects of convalescent plasma therapy for patients with Middle East respiratory syndrome coronavirus infection: A study protocol.
      ].
      Adverse events during apheresis are estimated to be 7.96% in first-time healthy donors [
      • Burkhardt T.
      • Dimanski B.
      • Karl R.
      • Sievert U.
      • Karl A.
      • Hübler C.
      • et al.
      Donor vigilance data of a blood transfusion service: a multicenter analysis.
      ]. Worldwide, a few studies have investigated the safety of apheresis using donors who have recovered from COVID-19. The total incidence of Donors Adverse Events (DAEs) was 2.58 % (n = 504) in an Italian study [
      • Del Fante C.
      • Franchini M.
      • Baldanti F.
      • Percivalle E.
      • Glingani C.
      • Marano G.
      • et al.
      A retrospective study assessing the characteristics of COVID-19 convalescent plasma donors and donations.
      ], 13.7 % (n = 14,272) in a recent study by the American Red Cross [
      • Lasky B.
      • Goodhue Meyer E.
      • Steele W.R.
      • Crowder L.A.
      • Young P.P.
      COVID-19 convalescent plasma donor characteristics, product disposition, and comparison with standard apheresis donors.
      ], and 3.77 % (n = 37,174) in a U.S. multicenter study [
      • Cho J.H.
      • Rajbhandary S.
      • van Buren N.L.
      • Fung M.K.
      • Al-Ghafry M.
      • Fridey J.L.
      • et al.
      The safety of COVID-19 convalescent plasma donation: a multi-institutional donor hemovigilance study.
      ]. Some studies also reported cardiovascular complications, such as arrhythmia [
      • Long B.
      • Brady W.J.
      • Koyfman A.
      • Gottlieb M.
      Cardiovascular complications in COVID-19.
      ].
      In Japan, the collection of convalescent plasma is the first step of collecting plasma from donors recovering from infectious diseases. However, no Japanese data is available concerning DAEs, including cardiovascular events, of COVID-19 convalescent plasma (CCP) apheresis from donors recovering from COVID-19. Hence, this retrospective, observational study, aimed to evaluate the safety of CCP collection from donors who had recovered from COVID-19 and were identified as eligible for the "Collection and antibody measurement of convalescent plasma foreseeing the use for COVID-19 treatment" conducted at the National Center for Global Health and Medicine (NCGM). We report the safety of CCP collection at the NCGM.

      2. Methods

      We recruited participants, including the patients hospitalized at NCGM, through the "Collection and antibody measurement of convalescent plasma foreseeing the use for COVID-19 treatment" conducted at the NCGM. Donors selection was described in Terada et al. [
      • Terada M.
      • Kutsuna S.
      • Togano T.
      • Saito S.
      • Kinoshita N.
      • Shimanishi Y.
      • et al.
      How we secured a COVID-19 convalescent plasma procurement scheme in Japan.
      ]. The first protocol was previously published [
      • Terada M.
      • Kutsuna S.
      • Togano T.
      • Saito S.
      • Kinoshita N.
      • Shimanishi Y.
      • et al.
      How we secured a COVID-19 convalescent plasma procurement scheme in Japan.
      ], and the revised protocol (March 31, 2021) is shown in Supplemental data 1. Qualified participants were divided into two groups: those who had their CCP collected at our center and those at the Japanese Red Cross Society. A total of 1300 participants were enrolled from April 2020 to November 2021; 456 of them were eligible. Of these, 283 were referred to the Japanese Red Cross Society, 173 had their plasma collected at the NCGM, and 261 participants underwent more than one CCP collection. One participant who underwent two CCP collections was excluded as they were receiving contraindicated medications (Fig. 1). The primary endpoint was the occurrence of DAEs at the time of CCP collection. Secondary endpoints were the characteristics of each DAE.
      Fig. 1
      Fig. 1Participants. indicates the number of CCP cases.
      This study was conducted in accordance with the ethical principles described in the Declaration of Helsinki. The Ethics Committee at the NCGM approved the study protocol. Informed consent was obtained from the donors.

      2.1 CCP collection

      CCP collection was performed under the observation of a physician, a nurse, and a clinical engineer. We used the plasma component separator (Spectra Optia® by Terumo BCT or COM.TEC® by Fresenius Kabi) based on the donors’ vessel condition. The physician rechecked the criteria and obtained informed consent before CCP collection. The qualified participants were then administered 400 mg of calcium gluconate to prevent hypocalcemia and were also recommended to take fluids. The volume of plasma collected was 300–600 ml [
      • Terada M.
      • Kutsuna S.
      • Togano T.
      • Saito S.
      • Kinoshita N.
      • Shimanishi Y.
      • et al.
      How we secured a COVID-19 convalescent plasma procurement scheme in Japan.
      ] (Supplemental data 1), which was approximately 25 % of the extracorporeal circulating blood volume. We checked the aggravating symptoms and the vital signs (blood pressure, heart rate, and SpO2) and monitored the electrocardiogram (ECG) every 10 min during the apheresis. We took the utmost care to make the apheresis as relaxing as possible. After completing the apheresis, the donors were monitored for 30 min and returned home after confirmation that there was no change in their physical condition. Any participant with a change in their physical condition was called in and recorded as a DAE.

      2.2 Data Sources

      We used the electronic CCP donor information from the "Collection and antibody measurement of convalescent plasma foreseeing the use for COVID-19 treatment". Donor weights were recorded before collection and vital signs during the procedure. DAEs were classified according to the criteria specified by the Surveillance of Complications Related to Blood Donation (SSCRBD) [
      • Goldman M.
      • Land K.
      • Robillard P.
      • Wiersum-Osselton J.
      Development of standard definitions for surveillance of complications related to blood donation.
      ]. In addition, the details of DAEs were classified by Hemovigilance [], and Common Terminology Criteria for Adverse Events (CTCAE) Version 5.0 [
      • Kluetz P.G.
      • Chingos D.T.
      • Basch E.M.
      • Mitchell S.A.
      Patient-reported outcomes in cancer clinical trials: Measuring symptomatic adverse events with the National Cancer Institute's patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE).
      ] at the discretion of the physician. Hypertension was identified from the medical treatment. The participants’ smoking history was classified based on the Japanese Atherosclerosis Society Guidelines for the Prevention of Atherosclerotic Heart Disease 2017 [

      Guidelines for the prevention of atherosclerotic heart disease 2017. Japanese Atherosclerosis Society (JAS).

      ]. The body mass index (BMI) was classified according to the Obesity Treatment Guidelines 2016 by the Japan Society for the Study of Obesity [

      The Obesity Treatment Guidelines 2016. The Japan Society for the Study of Obesity.

      ].

      2.3 Statistical analyses

      Continuous variables were expressed as means with standard deviation (SD) and categorical variables as frequencies and percentages. The Wilcoxon rank-sum tests were used to compare the continuous variables, and Fisher’s exact test was used to compare the categorical variables.
      Sensitivity analysis was performed for all cases including the repeat donors. Univariable and multivariable analyses of the primary and secondary endpoints were performed using logistic regression analysis, in which goodness of fit was evaluated by the Hosmer-Lemeshow test and the area under the Receiver Operating Characteristic (ROC) curve. The items with missing values of 10 or more were removed from the multivariable analysis, and the variables with a P-value of 0.2 or more in the univariable analysis were removed from the stepwise variable selection procedure. A variable selection was performed to achieve the minimum AIC (Akaike’s Information Criterion) with backward elimination. Once BMI was included for variable selection, height and weight were excluded from the procedure. A two-sided P-value< 0.05 was considered to be statistically significant. All the statistical analyses were conducted using R Version 4.1.2 (R Foundation for Statistical Computing, Vienna, http://www.R-project.org/).

      3. Results

      3.1 Donor characteristics

      The clinical characteristics and DAEs summarized in Table 1 and Table S1. Table 1 shows the data of CCP donors (173 donors), and Table S1 shows that of total CCP donations (260 cases). The characteristics of CCP donors were as follows. The mean age (SD) was 50.5 years (10.6), and 42.2 % of donors were female. The median height and body weight were 166.4 (9.0) cm and 70.5 (15.1) kg. The median BMI was 25.3 (4.2). The number of donors with respiration/extracorporeal membrane oxygenation (ECMO) was 13 (7.5 %), 50 (28.9 %) with oxygen, and 110 (63.6 %) without oxygen during the COVID-19 infection. Among those that we could confirm, 57 (93.4 %) donors had previously donated blood and 4 were first-time donors. Most previous donations were whole blood donations, not apheresis. Fifty-two (20.1 %) donors had a history of hypertension. The number of nonsmokers, current smokers, and past smokers was 99 (63.1 %), 12 (7.6 %), and 46 (29.3 %), respectively. The number of donors with respiratory distress was 25 (15.6 %). The mean interval between donation and symptom resolution was 108.3 (78.3) days.
      Table 1Demographic and clinical characteristics and adverse events of CCP donors.
      All CCP donors (N = 173)DAE (N = 12)Non-DAE (N = 161)p-valueDAE Grade2 (N = 3)Non-Grade2 (N = 170)p-value
      Age50.5 (10.6)46.8 (12.6)50.7 (10.4)0.26051.3 (8.5)50.4 (10.6)0.977
      Generation, n (%)
      20s6 (3.5)1 (8.3)5 (3.1)0.1510 (0.0)6 (3.5)0.480
      30s22 (12.7)2 (16.7)20 (12.4)0 (0.0)22 (12.9)
      40s48 (27.7)5 (41.7)43 (26.7)2 (66.7)46 (27.1)
      50s61 (35.3)1 (8.3)60 (37.3)0 (0.0)61 (35.9)
      60s36 (20.8)3 (25.0)33 (20.5)1 (33.3)35 (20.6)
      Sex Female, n (%)73 (42.2)9 (75.0)64 (39.8)0.0302 (75.0)71 (41.8)0.574
      Body height (cm)166.4 (9.0)162.0 (6.3)166.7 (9.1)0.055166.5 (9.0)165.8 (5.7)0.114
      Body weight (kg)70.5 (15.1)65.5 (8.2)70.8 (15.5)0.27068.4 (9.4)70.5 (15.2)0.921
      Blood type, n (%)
      A74 (42.8)4 (33.3)70 (43.5)0.7551 (33.3)73 (42.9)0.543
      B38 (21.9)4 (33.3)34 (21.1)0 (0.0)38 (22.4)
      AB21 (12.1)1 (8.3)20 (12.4)1 (33.3)20 (11.8)
      O40 (23.1)3 (25.0)37 (23.0)1 (33.3)39 (22.9)
      BMI25.3 (4.2)25.0 (3.3)25.3 (4.3)0.93327.2 (2.6)25.3 (4.3)0.229
      Low body weight, n (%)4 (2.3)0 (0.0)4 (2.5)0.9030 (0.0)4 (2.4)0.580
      Normal weight, n (%)93 (53.8)6 (50.0)87 (54.0)1 (33.3)92 (54.1)
      obesity1, n (%)53 (30.6)5 (41.7)48 (29.8)2 (66.7)51 (30.0)
      obesity2, n (%)19 (11.0)1 (8.3)18 (11.2)0 (0.0)19 (11.2)
      obesity3, n (%)3 (1.7)0 (0.0)3 (1.9)0 (0.0)3 (1.8)
      obesity4, n (%)1 (0.6)0 (0.0)1 (0.6)0 (0.0)1 (0.6)
      Degree of severity of disease, n (%)
      Non-oxygen110 (63.6)7 (58.3)103 (64.0)0.8971 (33.3)109 (64.1)0.141
      Oxygen50 (28.9)4 (33.3)46 (28.6)1 (33.3)49 (28.8)
      Respiration/ECMO13 (7.5)1 (8.3)12 (7.5)1 (33.3)12 (7.1)
      Time interval between symptom resolution and donation(days)
      108.3 (78.3)141.3 (72.2)105.9 (78.4)0.044150.3 (74.4)107.6 (578.4)0.172
      Previous blood donation experience n (%)
      First-time donation donor4 (6.6)1 (11.1)3 (5.8)0.4810 (0.0)4 (6.8)1.000
      Experienced donation donor57 (93.4)8 (88.9)49 (94.2)2 (100.0)55 (93.2)
      Diagnose of Hight blood pressure, n (%)
      Yes35 (20.2)0 (0.0)35 (21.7)0.1280 (0.0)35 (20.6)1.000
      Smoking experience, n (%)
      Never99 (63.1)7 (63.6)92 (63.0)0.7881 (33.3)98 (63.6)0.399
      current smoker12 (7.6)0 (0.0)12 (8.2)0 (0.0)12 (7.8)
      past smoker46 (29.3)4 (36.4)42 (28.8)2 (66.7)44 (28.6)
      Respiratory distress remaining, n (%)
      Yes25 (15.6)2 (16.7)23 (15.5)1.001 (33.3)24 (15.3)0.401
      The classification is as follows: underweight with BMI < 18.5, normal range with 18.5 18.5 ≤ BMI < 25, obesity 1 with 25 ≤ B.M. < 30, obesity 2 with 30 ≤ B.M. < 35, obesity 3 with 35 ≤ BMI< 40, and obesity 4 with 40 ≤ BMI.
      The donor characteristics based on 260 CCP donations were as follows. Eighty-seven donors (50.3%) had multiple CCP collections with a median of 1.8 (1.5). Of the female participants, 21.8 % were multiple-time donors. Nineteen participants (11.0%) donated three times or more, and the maximum number of donations by an individual was ten.

      3.2 Apheresis

      The first-time CCP apheresis parameters and DAEs are shown in Table 2. The mean required time for apheresis, collected volume, throughput volume, and volume of Anticoagulant Citrate Dextrose Solution, Solution A (ACD-A) used, were 41.8 (12.6) minutes, 463.6 (82.6) ml, 2010 (710) ml, and 184.5 (70.8) ml, respectively. DAEs following CCP collection only occurred in donors who had not previously donated blood. DAEs were significantly related to the longer time required for apheresis, collected volume, and throughput volume. However, there were no statistically significant differences between grade 1 and 2 DAEs.
      Table 2First time CCP donors Apheresis details and DAE.
      Number of donors (N = 173)DAE (N = 12)Non-DAE (N = 161)p-valueDAE Grade2 (N = 3)Non-Grade2 (N = 170)p-value
      Required time (min)38.0 (33.0, 48.0)50.0 (39.0, 56.3)38.0 (33.0, 46.0)0.01056.0 (47.5, 64.0)38.0 (33.0, 47.8)0.086
      Collected amount (ml)463.6 (463.6, 519.2)514.1 (486.1, 609.0)463.6 (463.6509.9)0.101509.0 (429.5, 559.0)463.6 (463.6, 519.2)0.882
      Throughput (ml)1834 (1515, 2343)2486 (1791.8, 2629.8)1827 (1474.0, 2309.0)0.0272593 (2134.0, 3171.5)1833 (1503.8, 2342.0)0.168
      Used ACD-A liquid volume (ml)
      164.0 (133.0, 221.0)229.0 (172.3, 260.5)160.0 (130.0, 216.0)0.015262.0 (219.0, 317.0)163.0 (132.2, 219.0)0.068
      Used equipment, n (%)
      Spectra Optia48 (17.7)6 (50.0)42 (26.1)0.0953 (100.0)45 (26.5)0.020
      COM.TEC125 (72.3)6 (50.0)119 (74.0)0 (0.0)125 (73.5)
      We used two types of apheresis machines: 48 donors used the Spectra Optia (17.7 %) and 125 donors used the COM.TEC (72.3 %). The frequency of DAEs was higher in the Spectra Optia group, though insignificant. The number of grade 2 DAEs was significantly higher in the Spectra Optia group than in the COM.TEC group.
      Details of the apheresis and adverse events in 260 cases are shown in Table S2. DAEs did not occur in the second or later rounds of apheresis.

      3.3 Apheresis-related vital signs

      Apheresis-related vital signs in first-time CCP donors are shown in Table 3. The mean systolic blood pressure (sBP) at the start of apheresis (baseline) was 149.0 (21.8) mmHg. The median baseline heart rate (HR) was 72.8 (10.8) bpm and SpO2 was 97.6 (1.2) %. There were no variations in sBP, HR, and SpO2 after needle puncture and during apheresis. The absolute value of the sBP variation was significantly lower in the DAEs group from baseline, but not significant when compared with grade 2 cases. Apheresis-related events are shown in Table S3.
      Table 3First time CCP donors apheresis related event and DAE.
      Number of donors (N = 173)DAE (N = 12)Non-DAE (N = 161)p-valueDAE Grade2 (N = 3)Non-Grade2 (N = 170)p-value
      Baseline sBP(mmHg)150.0 (133.0, 163.0)132.5 (124.2, 149.5)150.0 (134.0, 164.0)0.048130 (127.5, 135.5)150.0 (133.3, 163.8)0.114
      Baseline HR(bpm)71.0 (65.0, 80.0)72.5 (68.5, 78.5)72.0 (65.0, 80.0)0.63769.0 (64.0, 78.0)72.0 (65.3, 79.8)0.736
      Baseline SpO2(%)98.0 (97.0, 98.0)97.5 (97.0, 98.0)98.0 (97.0,98.3)0.73697.0 (96.5, 97.0)98.0 (97.0, 98.0)0.136
      After puncture variation from baseline
      sBP (mmHg)0.0 (−7.0, 5.0)-1.0 (−8.3, 1.0)0.0 (−7.0, 6.0)0.432-1.0 (−7.0, −1.0)0.0 (−7.0, 5.8)0.334
      HR (BPM)-2.0 (−6.0, 1.0)0.0 (−6.5, 1.3)-3.0 (−6.0, 0.0)0.8810.0 (−7.0, 1.0)-2.5 (−6.0, 1.0)0.991
      SpO2 (%)0.0 (0.0, 1.0)0.0 (0.0, 0.3)0.0 (0.0, 1.0)0.5770.0 (0.0, 1.0)0.0 (0.0, 1.0)0.400
      Change from baseline to end of Apheresis
      sBP (mmHg)-14.0 (−22.0, −6.0)-20.0 (−30.3, −13.8)-14.0 (−20.0, −5.0)0.059-55.0 (−57.5, −47.5)-14.0 (−20.8, −6.0)0.005
      HR (BPM)-6.0 (−9.0, −1.0)-6.0 (−6.5, −4.0)-5.0 (−9.0, −1.0)0.756-6.0 (−10.0, −3.5)-5.0 (−9.0, −1.0)0.696
      SpO2 (%)-1.0 (−1.0, 0.0)-1.0 (−2.0, −1.0)-1.0 (−1.0, 0.0)0.132-1.0 (−1.5, −0.5)-1.0 (−1.0, −0.0)0.754
      sBP: systolic blood pressure, PR: pulse rate

      3.4 DAEs

      The details of the DAEs as a primary endpoint are shown in Table 4. There were 12 adverse reactions, four occurred during and eight after apheresis. Half of the DAEs were vasovagal reactions (VVR) with or without a decrease in blood pressure during apheresis. VVR was also seen in three cases after apheresis. Although three of six donors with VVR needed an infusion of saline, all participants rapidly recovered. The other cases of DAEs were grade 1 SSCRBD [
      • Goldman M.
      • Land K.
      • Robillard P.
      • Wiersum-Osselton J.
      Development of standard definitions for surveillance of complications related to blood donation.
      ] and CTCAE 5.0 [
      • Kluetz P.G.
      • Chingos D.T.
      • Basch E.M.
      • Mitchell S.A.
      Patient-reported outcomes in cancer clinical trials: Measuring symptomatic adverse events with the National Cancer Institute's patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE).
      ] criteria, except for three replenishment cases. Mild DAEs were paresthesia during apheresis, two incidences of malaise, and one each of agitation, dizziness, and hearing impairment/paresthesia after apheresis. All the DAEs improved within hours from onset.
      Table 4DAE details.
      Expression periodDetails of Adverse EventsFall in blood pressureReplenishmentReturn to originEvaluation
      SSCRBD GradeJRCSCTCAE5.0 Grade
      During apheresisParesthesiaimprovement11
      During apheresisVVR hypotensionimprovement2minor3
      During apheresisVVR hypotensionimprovement1minor1
      During apheresisVVR hypotensionimprovement2minor3
      Post- apheresisAgitationimprovement11
      Post- apheresisDizzinessimprovement1minor1
      Post- apheresisMalaiseimprovement1minor1
      Post- apheresisMalaiseimprovement1minor1
      Post- apheresisHearing impaired/Paresthesiaimprovement1minor1
      Post- apheresisVasovagal reactionimprovement1minor1
      Post- apheresisVasovagal reactionimprovement1minor1
      Post- apheresisVVR hypotensionimprovement2minor3

      3.5 Intentional difference

      Sensitivity analyses were performed for all 178 donors and 260 cases, including the repeated donors. Some factors were significantly associated with DAEs (Table 5.1). However, there were no significant changes in all cases (Table 5.2). The factors associated with worse DAEs were female sex, the time interval between donation and symptom resolution, apheresis parameters, and baseline blood pressure. DAEs were seen more frequently in female donors (12.3 %) than in males (3.0 %, P = 0.030). The mean time from donation to symptom improvement was 141.3 days in the DAEs group compared with 105.9 days in the non-DAEs group (P = 0.044). The same trend was seen for grade 2 DAEs.
      Table 5–1Demographic characteristics of CCP donors and sensitivity analysis of All 260 cases (DAE and non-DAE group).
      All CCP donors (N = 173)DAE (N = 12)Non-DAE (N = 161)p-valueAll 260 cases (N = 260)DAE (N = 12)Non-DAE (N = 248)p-value
      Age52.0 (44.0, 59.0)47.5 (39.8, 55.8)52.0 (45.0, 59.0)0.26052.5 (45.0, 59.3)47.5 (39.8, 55.8)53 (46.0, 59.3)0.127
      Generation, n (%)
      20s6 (3.5)1 (8.3)5 (3.1)0.1517 (2.7)1 (8.3)6 (2.4)0.088
      30s22 (12.7)2 (16.7)20 (12.4)27 (10.4)2 (16.7)25 (10.1)
      40s48 (27.7)5 (41.7)43 (26.7)67 (25.7)5 (41.7)62 (25.0)
      50s61 (35.3)1 (8.3)60 (37.3)94 (36.2)1 (8.3)93 (37.5)
      60s36 (20.8)3 (25.0)33 (20.5)65 (25.0)3 (25.0)62 (25.0)
      Sex Female, n (%)73 (42.2)9 (75.0)64 (39.8)0.030100 (38.5)9 (75.0)103 (36.7)0.012
      Body height (cm)165.5 (159.9173.1)161.0 (157.8, 164.8)166.7 (160.0, 174.0)0.055165.8 (159.5, 173.9)161.0 (157.8, 164.8)166.9 (159.8, 173.9)0.051
      Body weight (kg)68.7 (60.3, 77.8)63.3 (61.8, 67.5)69.3 (59.9, 78.2)0.27068.0 (61.7, 77.3)63.3 (61.8, 67.5)68.2 (61.7, 77.4)0.153
      Blood type, n (%)
      A74 (42.8)4 (33.3)70 (43.5)0.755116 (44.7)4 (33.3)112 (45.2)0.609
      B38 (21.9)4 (33.3)34 (21.1)56 (21.5)4 (33.3)52 (21.0)
      AB21 (12.1)1 (8.3)20 (12.4)39 (15.0)1 (8.3)38 (15.3)
      O40 (23.1)3 (25.0)37 (23.0)49 (18.8)3 (25.0)46 (18.5)
      BMI24.6 (22.6, 27.2)25.0 (22.4, 27.2)24.6 (22.7, 27.0)0.93324.9 (22.8, 27.0)25.0 (22.4, 27.2)24.9 (22.8, 27.0)0.833
      Low body weight, n (%)4 (2.3)0 (0.0)4 (2.5)0.9035 (1.9)0 (0.0)5 (2.0)0.948
      Normal weight, n (%)93 (53.8)6 (50.0)87 (54.0)131 (50.4)6 (50.0)125 (50.4)
      obesity1, n (%)53 (30.6)5 (41.7)48 (29.8)90 (34.6)5 (41.7)85 (34.3)
      obesity2, n (%)19 (11.0)1 (8.3)18 (11.2)28 (10.7)1 (8.3)27 (10.9)
      obesity3, n (%)3 (1.7)0 (0.0)3 (1.9)5 (1.9)0 (0.0)5 (2.0)
      obesity4, n (%)1 (0.6)0 (0.0)1 (0.6)1 (0.38)0 (0.0)1 (0.4)
      Degree of severity of disease, n (%)
      Non-oxygen110 (63.6)7 (58.3)103 (64.0)0.897153 (58.8)7 (58.3)146 (58.9)0.913
      Oxygen50 (28.9)4 (33.3)46 (28.6)75 (28.8)4 (33.3)71 (28.6)
      Respiration/ECMO13 (7.5)1 (8.3)12 (7.5)32 (12.3)1 (8.3)31 (12.5)
      Time interval between symptom resolution and donation(days)
      81.0 (55.0, 130.0)118.5 (99.5, 187.3)77.0 (53.0, 129.0)0.044
      Prior donation history n (%)
      First-time donation donor4 (6.6)1 (11.1)3 (5.8)0.4817 (5.9)1 (11.1)3 (5.8)0.432
      Experienced donation donor57 (93.4)8 (88.9)49 (94.2)112 (94.1)8 (88.9)104 (94.5)
      Diagnose of Hight blood pressure, n (%)
      Yes35 (20.2)0 (0.0)35 (21.7)0.12852 (20.1)0 (0.0)52 (21.0)0.662
      Smoking experience, n (%)
      Never99 (63.1)7 (63.6)92 (63.0)0.788149 (62.5)7 (63.6)142 (62.6%)1.000
      current smoker12 (7.6)0 (0.0)12 (8.2)14 (5.0)0 (0.0)14 (6.2%)
      past smoker46 (29.3)4 (36.4)42 (28.8)75 (31.5)4 (36.4)71 (31.3%)
      Respiratory distress remaining, n (%)
      Yes25 (15.6)2 (16.7)23 (15.5)1.0032 (13.2)2 (16.7)30 (13.0)0.662
      Apheresis details
      Required time (min)38.0 (33.0, 48.0)50.0 (39.0, 56.3)38.0 (33.0, 46.0)0.01039.0 (34.0, 51.0)50.0 (39.0, 56.3)39.0 (33.0, 51.0)0.027
      Collected amount (ml)463.6 (463.6, 519.2)514.1 (486.1, 609.0)463.6 (463.6509.9)0.101463.6 (463.6, 519.2)514.1 (486.1, 609.0)463.6 (463.6, 519.2)0.196
      Throughput (ml)1834 (1515, 2343)2486 (1791.8, 2629.8)1827 (1474.0, 2309.0)0.0271890 (1553, 2533)2486 (1791.8, 2629.3)1883 (1534.8, 2494.3)0.079
      Used ACD-A liquid volume (ml)164.0 (133.0, 221.0)229.0 (172.3, 260.5)160.0 (130.0, 216.0)0.015170.0 (138.5, 214.0)229.0 (172.2, 260.5)168.0 (136.5, 235.5)0.048
      Used equipment, n (%)
      Spectra Optia48 (17.7)6 (50.0)42 (26.1)0.09580 (30.8)6 (50.0)80 (32.3)0.219
      COM.TEC125 (72.3)6 (50.0)119 (74.0)168 (64.6)6 (50.0)168 (67.7)
      Apheresis related event and DAE
      Baseline sBP(mmHg)150.0 (133.0, 163.0)132.5 (124.2, 149.5)150.0 (134.0, 164.0)0.048149.0 (133.0, 164.0)132.5 (124.3, 149.5)150.0 (134.0, 164.0)0.050
      Baseline HR(bpm)71.0 (65.0, 80.0)72.5 (68.5, 78.5)72.0 (65.0, 80.0)0.63771.0 (65.0, 78.0)72.5 (68.5, 78.5)71.0 (65.0, 78.0)0.383
      Baseline SpO2(%)98.0 (97.0, 98.0)97.5 (97.0, 98.0)98.0 (97.0,98.3)0.73698.0 (97.0, 98.0)97.5 (97.0, 98.0)98.0 (97.0,98.0)0.830
      After puncture variation from baseline
      sBP (mmHg)0.0 (−7.0, 5.0)-1.0 (−8.3, 1.0)0.0 (−7.0, 6.0)0.4320.0 (−8.0, 5.0)-1.0 (−8.3, 1.0)0.0 (−8.0, 5.0)0.700
      HR (BPM)-2.0 (−6.0, 1.0)0.0 (−6.5, 1.3)-3.0 (−6.0, 0.0)0.881-2.0 (−6.0, 0.0)0.0 (−6.5, 1.3)-2.0 (−6.0, 0.0)0.786
      SpO2 (%)0.0 (0.0, 1.0)0.0 (0.0, 0.3)0.0 (0.0, 1.0)0.5770.0 (0.0, 1.0)0.0 (0.0, 0.3)0.0 (0.0, 1.0)0.570
      During apheresis minmax variation from baseline
      sBP (mmHg)-14.0 (−22.0, −6.0)-20.0 (−30.3, −13.8)-14.0 (−20.0, −5.0)0.059-15.0 (−23.3, −7.0)-20.0 (−30.3, −13.8)-15.0 (−23.0, −6.8)0.093
      HR (BPM)-6.0 (−9.0, −1.0)-6.0 (−6.5, −4.0)-5.0 (−9.0, −1.0)0.756-5.00 (−9.0, −1.0)-6.0 (−6.5, −4.0)-5.0 (−9.0, −1.0)0.602
      SpO2 (%)-1.0 (−1.0, 0.0)-1.0 (−2.0, −1.0)-1.0 (−1.0, 0.0)0.132-1.00 (−1.0, 0.0)-1.0 (−2.0, −1.0)-1.0 (−1.0, 0.0)0.173
      Table 5–2Demographic characteristics of CCP donors and sensitivity analysis of All 260 cases (DAE Grade2 and Non-Grade2 group).
      DAE Grade2 (N = 3)Non-Grade2 (N = 170)DAE Grade2 (N = 3)DAE Grade2 (N = 3)Non-Grade2 (N = 257)p-value
      Age48.0 (46.5, 54.5)52.0 (44.0, 58.8)0.97748.0 (46.5, 54.5)53.0 (45.0, 59.0)0.760
      Generation, n (%)
      20 s0 (0.0)6 (3.5)0.4800 (0.0)7 (2.7)0.404
      30 s0 (0.0)22 (12.9)0 (0.0)27 (10.5)
      40 s2 (66.7)46 (27.1)2 (66.7)65 (25.3)
      50 s0 (0.0)61 (35.9)0 (0.0)94 (36.6)
      60 s1 (33.3)35 (20.6)1 (33.3)64 (24.9)
      Sex Female, n (%)2 (75.0)71 (41.8)0.5742 (75.0)98 (38.1)0.561
      Body height (cm)160.0 (156.0, 161.5)165.8 (159.9, 173.5)0.114160.0 (156.0, 161.5)166.7 (159.5, 173.9)0.115
      Body weight (kg)63.0 (63.0, 71.2)68.8 (60.8, 77.7)0.92163.0 (63.0, 71.2)68 (61.7, 77.2)0.835
      Blood type, n (%)
      A1 (33.3)73 (42.9)0.5431 (33.3)115 (44.7%)0.383
      B0 (0.0)38 (22.4)0 (0.0)56 (21.8%)
      AB1 (33.3)20 (11.8)1 (33.3)38 (14.8%)
      O1 (33.3)39 (22.9)1 (33.3)48 (18.7%)
      BMI27.3 (26.0, 28.6)24.6 (22.5, 27.0)0.22927.3 (26.0, 28.6)24.8 (22.8, 27.0)0.250
      Low body weight, n (%)0 (0.0)4 (2.4)0.5800 (0.0)5 (1.9)0.735
      Normal weight, n (%)1 (33.3)92 (54.1)1 (33.3)130 (50.6)
      obesity1, n (%)2 (66.7)51 (30.0)2 (66.7)88 (34.2)
      obesity2, n (%)0 (0.0)19 (11.2)0 (0.0)28 (10.9)
      obesity3, n (%)0 (0.0)3 (1.8)0 (0.0)5 (1.9)
      obesity4, n (%)0 (0.0)1 (0.6)0 (0.0)1 (0.4)
      Degree of severity of disease, n (%)
      Non-oxygen1 (33.3)109 (64.1)0.1411 (33.3)152 (59.1)0.222
      Oxygen1 (33.3)49 (28.8)1 (33.3)74 (28.8)
      Respiration/ECMO1 (33.3)12 (7.1)1 (33.3)31 (12.1)
      Time interval between symptom resolution and donation(days)
      118.5 (99.5, 187.3)77.0 (53.0, 129.0)0.044113.0 (107.7, 174.5)79.0 (54.3, 130.0)0.172
      Prior donation history n (%)
      First-time donation donor1 (11.1)3 (5.8)0.4810 (0.0)7 (6.0)1.00
      Experienced donation donor8 (88.9)49 (94.2)2 (100.0)110 (94)
      Diagnose of Hight blood pressure, n (%)
      Yes0 (0.0)35 (21.7)0.1280 (0.0)52 (20.2%)1.000
      Smoking experience, n (%)
      Never7 (63.6)92 (63.0)0.7881 (33.3)148 (63)0.384
      current smoker0 (0.0)12 (8.2)0 (0.0)73 (31.1)
      past smoker4 (36.4)42 (28.8)2 (66.7)14 (6)
      Respiratory distress remaining, n (%)
      Yes2 (16.7)23 (15.5)1.001 (33.3)31 (12.9)0.347
      Apheresis details
      Required time (min)56.0 (47.5, 64.0)38.0 (33.0, 47.8)0.08656.0 (47.5, 64.0)39.0 (34.0, 51.0)0.115
      Collected amount (ml)509.0 (429.5, 559.0)463.6 (463.6, 519.2)0.882509.0 (429.5, 559.0)463.6 (463.6, 519.2)0.997
      Throughput (ml)2593 (2134.0, 3171.5)1833 (1503.8, 2342.0)0.1682593 (2134.0, 3171.5)1890 (1549.0, 2506.0)0.220
      Used ACD-A liquid volume (ml)262.0 (219.0, 317.0)163.0 (132.2, 219.0)0.068262.0 (219.0, 317.0)169.0 (138.0, 240.0)0.096
      Used equipment, n (%)
      Spectra Optia3 (100.0)45 (26.5)0.0203 (100.0)83 (32.3)0.035
      COM.TEC0 (0.0)125 (73.5)0 (0.0)174 (67.7)
      Apheresis related event and DAE
      Baseline sBP(mmHg)130 (127.5, 135.5)150.0 (133.3, 163.8)0.114130 (127.5, 135.5)150.0 (133.0, 164.0)0.128
      Baseline HR(bpm)69.0 (64.0, 78.0)72.0 (65.3, 79.8)0.73669.0 (64.0, 78.0)71.0 (65.0, 78.0)0.905
      Baseline SpO2(%)97.0 (96.5, 97.0)98.0 (97.0, 98.0)0.13697.0 (96.5, 97.0)98.0 (97.0, 98.0)0.151
      After puncture variation from baseline
      sBP (mmHg)-1.0 (−7.0, −1.0)0.0 (−7.0, 5.8)0.334-1.0 (−7.0, −1.0)0.0 (−8.0, 5.0)0.426
      HR (BPM)0.0 (−7.0, 1.0)-2.5 (−6.0, 1.0)0.9910.0 (−7.0, 1.0)-2.0 (−6.0, 0.0)0.920
      SpO2 (%)0.0 (0.0, 1.0)0.0 (0.0, 1.0)0.4000.0 (0.0, 1.0)0.0 (0.0, 1.0)0.401
      During apheresis minmax variation from baseline
      sBP (mmHg)-55.0 (−57.5, −47.5)-14.0 (−20.8, −6.0)0.005-55.0 (−57.5, −47.5)-15.0 (−23.0, −7.0)0.005
      HR (BPM)-6.0 (−10.0, −3.5)-5.0 (−9.0, −1.0)0.696-6.0 (−10.0, −3.5)-5.0 (−9.0, −1.0)0.662
      SpO2 (%)-1.0 (−1.5, −0.5)-1.0 (−1.0, −0.0)0.754-1.0 (−1.5, −0.5)-1.0 (−1.0, −0.0)0.809
      The significantly worse apheresis parameters were more required time (P = 0.010), a higher collected volume (P = 0.027), and a higher volume of ACD-A used (P = 0.015). Interestingly, significant differences were found between the grade 2 DAEs and non-grade 2 DAEs groups for the equipment used (P = 0.020).
      In addition, there was a significant difference in baseline sBP between the DAEs and non-DAEs groups (P = 0.048) and a significant difference between the grade 2 DAEs and non-grade 2 groups regarding the change in sBP (P = 0.005).

      3.6 Variable selection for multivariable analysis

      The univariable and the multivariable analysis of the DAEs are listed in Table 6. The factors of the variable selection were females, age, time to donation, equipment, baseline SpO2, and degree of disease severity. In the same order, respiration use with or without ECMO, oxygen, and no oxygen during illness was related to DAEs, respectively. As shown in Fig. 2, the ROC curve analysis showed that the area under the curve for the selected model was 0.868 (0.756–0.912), and the Hosmer-Lemeshow goodness of fit test showed P = 0.552. These findings revealed the good fit of the selected model. We tried variable selection with possible patterns of DAE classification, such as grade 2 and VVR, but variables were only selected with and without DAEs.
      Table 6The univariable and the multivariable analysis of the DAE.
      UnivariableMultivariableVariable Selection
      OR (95%CI)p-valueOR (95%CI)p-valueOR (95%CI)p-value
      Age0.97 (0.92, 1.02)0.2110.91 (0.80, 1.00)0.0690.90 (0.82, 0.97)0.012
      Sex, Feamale0.10 (0.02, 0.33)0.0270.02 (0.00, 0.14)0.9950.03 (0.00, 0.16)0.006
      Blood type B2.06 (0.46, 9.19)0.3274.26 (0.66, 32.03)0.132
      Blood type AB0.88 (0.04, 6.34)0.9071.04 (0.03, 21.48)0.979
      Blood type O3.61 (0.46, 30.51)0.2123.61 (0.46, 30.51)0.212
      BMI0.98 (0.84, 1.12)0.8001.15 (0.91, 1.47)0.232
      Degree of severity of disease,
      Oxygen1.28 (0.32, 4.45)0.7054.30 (0.42, 58.43)0.2284.87 (0.72, 36.64)0.103
      Respiration/ECMO1.23 (0.06, 7.78)0.85417.89 (0.34, 1349.33)0.14522.42 (0.74, 547.78)0.044
      Time interval between symptom resolution and donation
      1.00 (1.00, 1.01)0.1401.00 (0.99, 1.01)0.3711.01 (1.00, 1.02)0.094
      Respiratory distress remaining1.09 (0.16, 4.47)0.9181.27 (0.06, 18.40)0.867
      Base line SBP0.97 (0.94, 1.00)0.0510.97(0.93,1.01)0.1300.96 (0.92,0.99)0.022
      Base line HR1.01 (0.96, 1.07)0.6350.98 (0.93, 1.04)0.538
      Base line SpO20.94 (0.58, 1.52)0.8000.74 (0.31, 1.63)0.2840.57 (0.28, 1.05)0.085
      Equipment, Spectra Optia2.83 (0.84, 9.53)0.0852.60 (0.48, 16.93)0.2843.44 (0.83, 15.90)0.094
      OR: odds ratio95%CI: 95%Confidence interval
      Fig. 2
      Fig. 2ROC curve for DAE prediction. ROC curve revealed the are under the curve (AUC) 0.868 with the 95% confidence interval (0.756–0.912), the sencitivity 0.909 and the specificity 0.798.

      4. Discussion

      We assessed the safety profiles during apheresis using CCP donors in this study. We never performed apheresis on non-healthy donors, although this is widely practiced worldwide. The collection of CCP was discussed on the practice and challenges at the International forum [
      • Al-Riyami A.Z.
      • Burnouf T.
      • Yazer M.
      • Triulzi D.
      • Kumaş L.T.
      • Sağdur L.
      • et al.
      International forum on the collection and use of COVID-19 convalescent plasma: protocols, challenges and lessons learned: summary.
      ]. Therefore, we summarized the data and experience for future emerging infections and recommend starting CCP therapy quickly.
      The incidence of DAEs was 6.94 % among donors, and almost all donors underwent CCP plasmapheresis for the first time. The DAEs were reported to be 7.96 % in first-time healthy donors compared with 1.01 % in repeat donors for plasmapheresis in the U.S. [
      • Lasky B.
      • Goodhue Meyer E.
      • Steele W.R.
      • Crowder L.A.
      • Young P.P.
      COVID-19 convalescent plasma donor characteristics, product disposition, and comparison with standard apheresis donors.
      ]. Another study reported that the incidence of DAEs in first-time CCP donors was 5.00–5.59 %, 1.79–2.50-fold higher than in repeat CCP donors [
      • Lasky B.
      • Goodhue Meyer E.
      • Steele W.R.
      • Crowder L.A.
      • Young P.P.
      COVID-19 convalescent plasma donor characteristics, product disposition, and comparison with standard apheresis donors.
      ,
      • Cho J.H.
      • Rajbhandary S.
      • van Buren N.L.
      • Fung M.K.
      • Al-Ghafry M.
      • Fridey J.L.
      • et al.
      The safety of COVID-19 convalescent plasma donation: a multi-institutional donor hemovigilance study.
      ]. We also analyzed the CCP collection incidence compared to previous reports in other countries (Table 7 and Table 8) [
      • Del Fante C.
      • Franchini M.
      • Baldanti F.
      • Percivalle E.
      • Glingani C.
      • Marano G.
      • et al.
      A retrospective study assessing the characteristics of COVID-19 convalescent plasma donors and donations.
      ,
      • Lasky B.
      • Goodhue Meyer E.
      • Steele W.R.
      • Crowder L.A.
      • Young P.P.
      COVID-19 convalescent plasma donor characteristics, product disposition, and comparison with standard apheresis donors.
      ]. Total DAEs were not significantly different from previous reports. We confirmed the same tendencies in the CCP collection incidence against another country. Moreover, we compared CPP collection by donor attributions. The incidence of DAEs during CCP apheresis was significantly higher in donors who had severe disease than in healthy donors in Japan and the U.S., according to Donor HART™: 2014–2017 data, which reports the data of the healthy donors for plasma collection in the U.S. [
      • Cho J.H.
      • Rajbhandary S.
      • van Buren N.L.
      • Fung M.K.
      • Al-Ghafry M.
      • Fridey J.L.
      • et al.
      The safety of COVID-19 convalescent plasma donation: a multi-institutional donor hemovigilance study.
      ] ( Table 9). No other details were available from the respective literature, but no significant differences were found concerning the main items. We confirmed that the results were generally the same as those of other countries. In addition, as in previous U.S. studies, the incidence of DAEs was significantly higher in donors with severe disease than in healthy donors. This suggests that more caution should be exercised when collecting CCP.
      Table 7Comparison of CCP incidence in Italy.
      Italian CCP incidence rateJapanese CCP incidence ratep-value
      (95%CI), n=501(95%CI), n=260
      Total DAE0.046 (0.024, 0.079)0.026 (0.014, 0.044)0.197
      Hypotension0.015 (0.004, 0.039)0.014 (0.006, 0.029)1.000
      Immediate vasovagal reactions0.008 (0.001, 0.028)0.006 (0.001, 0.017)1.000
      Venous access rupture0.000 (0.000, 0.014)0.006 (0.001, 0.017)0.555
      Other0.023 (0.009, 0.050)0.000 (0.000. 0.007)0.002
      CI: Confidence interval
      Table 8Comparison of CCP incidence in the U.S.
      US CCP incidence rateJapanese CCP incidence ratep-value
      (95%CI), n=23200(95%CI), n=173
      Total DAE0.050 (0.047, 0.053)0.069 (0.036, 0.118)0.221
      Hematoma0.018 (0.016, 0.020)0.000 (0.000, 0.021)0.080
      Nerve injury/irritation<0.001 (<0.001, 0.001)0.000 (0.000, 0.021)1.000
      Superficial thrombophlebitis<0.001 (0.000, <0.001)0.000 (0.000, 0.021)1.000
      Vasovagal reaction0.025 (0.023, 0.027)0.035 (0.013, 0.074)0.326
      Citrate reaction0.003 (0.003, 0.004)0.000 (0.000, 0.021)1.000
      Infiltration0.002 (0.002, 0.003)0.000 (0.000, 0.021)1.000
      Allergic reaction0.001 (0.001, 0.001)0.000 (0.000, 0.021)1.000
      Other<0.001 (0.000, 0,001)0.035 (0.013, 0.074)<0.001
      CI: Confidence interval
      Table 9Comparison of DAE between Japan and the U.S.
      DAE incidence ratep-value
      (95% CI)
      Donor HARTTM:2014-20170.023 (0.022, 0.024)
      Repeat apheresis CCP donor in the U.S.0.039 (0.037, 0.041)<0.001
      Apheresis‐naïve donors in the U.S.0.050 (0.047, 0.053)<0.001
      Repeat apheresis CCP donors in Japan0.046 (0.024, 0.079)0.020
      Apheresis‐naïve donors in Japan0.069 (0.036, 0.118)0.001
      CI: Confidence interval
      Variable selection showed that donors who were on oxygen or ventilator/ECMO were more likely to develop a DAE than donors who did not require oxygen at the time of illness. The total incidence of DAEs was 7.70 % in the respiration or ECMO group, 8.00 % in the oxygen group, and 6.36 % in the no-oxygen group. However, the incidence of grade 2 DAEs was 7.70 %, 2.00 %, and 0.91 %, respectively. To the best of our knowledge, these aspects have not previously been reported in the literature on CCP apheresis. Therefore, our study is the first to report these findings. Since we confirmed that the baseline SpO2 was ≥ 96 % before the start of the study, we established recovered pneumonia during COVID-19 infection at the apheresis. Despite recovering from pneumonia, these data suggest that patients requiring respiratory support due to the severity of the illness might be related to the presence of the DAEs following CCP apheresis.
      In this study, females were significantly more likely to have a DAE compared with males, which was consistent with a previous study on healthy donors [
      • Eder A.F.
      • Dy B.A.
      • Kennedy J.M.
      • Notari Iv E.P.
      • Strupp A.
      • Wissel M.E.
      • et al.
      The American Red Cross donor hemovigilance program: complications of blood donation reported in 2006.
      ]. In addition, variable selection showed that younger age could be a factor concerning DAEs, as reported in a previous study [
      • Eder A.F.
      • Dy B.A.
      • Kennedy J.M.
      • Notari Iv E.P.
      • Strupp A.
      • Wissel M.E.
      • et al.
      The American Red Cross donor hemovigilance program: complications of blood donation reported in 2006.
      ]. Unexpectedly, DAEs occurred significantly more often in the longer time required for the apheresis group (141.3 vs. 105.9 days, P = 0.044) from donation to symptom improvement. One of the reasons for this might be the period of this study. This study was conducted in the early phase of the COVID-19 outbreak, from April 2020 to November 2021. At the time, there was no standard therapy for COVID-19, therefore, this option was explored by physicians. Moreover, since it was mandatory to stay in a hospital or a hotel, the donors might be physically weak.
      Baseline sBP was significantly different between DAE and non-DAE groups. A similar trend was observed for the grade 2 and non-grade 2 groups, although insignificant, which might be due to the small sample size. DAEs are less likely to occur in the higher blood pressure group. However, the criteria for sBP at the beginning of apheresis were the same as for healthy donor donation, and we do not foresee any problems. During the apheresis, there was a significant decrease in the sBP in those in the grade 2 group, which suggested the need for supplemental fluids for donors in the grade 2 group. The change in blood pressure was not validated in other studies. Although blood pressure reduction was observed, the current results showed no difference in HR or SpO2. We also analyzed atherosclerosis factors, such as hypertension or smoking history. There were no significant complications in this study. A possible explanation is that cardiac function was assessed adequately using an ECG and echocardiography during the screening phase, which suggests the importance of prior evaluation of cardiac function.
      We used two types of collection machines (Spectra Optia and COM.TEC) in this study. Grade 2 DAEs occurred significantly more often when Spectra Optia was used. The sampling volume, sampling rate, and throughput were not significantly different in both settings. The same was true for variable selection. A possible explanation for this is yet to be determined. The device selection is similar to the univariate analysis, and we did not see any influencing factors.
      There are some limitations in this study. First, our sample size was small; therefore, the DAE incidence is difficult to generalize among other studies [
      • Del Fante C.
      • Franchini M.
      • Baldanti F.
      • Percivalle E.
      • Glingani C.
      • Marano G.
      • et al.
      A retrospective study assessing the characteristics of COVID-19 convalescent plasma donors and donations.
      ,
      • Lasky B.
      • Goodhue Meyer E.
      • Steele W.R.
      • Crowder L.A.
      • Young P.P.
      COVID-19 convalescent plasma donor characteristics, product disposition, and comparison with standard apheresis donors.
      ,
      • Cho J.H.
      • Rajbhandary S.
      • van Buren N.L.
      • Fung M.K.
      • Al-Ghafry M.
      • Fridey J.L.
      • et al.
      The safety of COVID-19 convalescent plasma donation: a multi-institutional donor hemovigilance study.
      ] investigating CCP donors. Second, the participants were not all volunteers in this study. Some of them were asked to participate, unlike the regular blood donors. In addition, our medical staff always checked ECG monitors and vital signs during apheresis for each donor. Finally, apheresis is different from the usual blood donation environment, which may have contributed to some stress among the donors.

      5. Conclusions

      This study is the first to report convalescent plasma collection in Japan. We evaluated the safety of plasma collection from donors who had recovered from COVID-19. The incidence of DAEs was 6.94 % which was significantly higher in donors with severe disease than in healthy donors. However, we confirm the safety and characteristics of DAEs during CCP apheresis. It is necessary to prepare for future outbreaks of emerging infectious diseases.

      Compliance with Ethics Guidelines

      This study was approved by the ethics committee of the National Center for Global Health and Medicine (NCGM) (approval no: NCGM-G-003536–08) and was conducted in accordance with the Declaration of Helsinki. Written informed consent was obtained from the participants.

      Funding

      This work was supported by the National Center for Global Health and Medicine [grant number: 20A2003D], Japan Agency for Medical Research and Development [grant numbers:JP20fk0108260, 20fk0108502], and Ministry of Health, Labour and Welfare Research on Emerging and Re-emerging Infectious Diseases and Immunization Program [grant number: 20HA1006].

      CRediT authorship contribution statement

      Ayumi Kamo-Imai: Data curation, Formal analysis, Investigation, Writing - original draft, Writing - review & editing. Tomiteru Togano: Conceptualization, Investigation, Project administration, Supervision, Validation, Writing - review & editing. Motohiko Sato: investigation. Yukiko Kawakami: investigation. Kumi Inaba: investigation. Saori Igarashi: investigation. Keiko Tanaka: investigation. Mari Terada: Data curation. Noriko Kinoshita-Iwamoto: Supervision. Sho Saito: Supervision. Satoshi Kutsuna: Conceptualization, Funding acquisition, Investigation, Supervision. Akira Hangaishi: Suprevision. Shinichiro Morioka: Suprevision. Kenzo Takahashi: Suprevision. Satoshi Miyata: formal analysis, supervision. Norio Ohmagari: Suprevision.

      Declaration of interest

      None.

      Acknowledgments

      We express sincere thanks to all those involved in this project, especially the nurses, the transfusion department, and the research coordinators.

      Appendix A. Supplementary material

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