Literature DB >> 29296090

Clinical and economic outcomes of a "high-touch" clinical management program for intravenous immunoglobulin therapy.

Julia Zhu1, Heather S Kirkham1, Gretchen Ayer2, Chi-Chang Chen3, Rolin L Wade3, Swapna U Karkare4, Chester H Robson1, Jordan S Orange5.   

Abstract

OBJECTIVE: To compare clinical and economic outcomes of patients who received intravenous immunoglobulin (IVIG) therapies and were managed by a clinical management program vs the outcomes of matched controls using administrative claim data.
METHODS: This retrospective cohort study used the PharMetrics Plus™ claim database between September 1, 2011 and June 30, 2014. Patients in the intervention group were from a "high-touch" IVIG clinical management program administered by a home infusion specialty pharmacy. A greedy propensity score matching algorithm was used to identify a control group from non-program patients. Generalized estimating equation models were employed to evaluate differences between cohorts who were followed for 1 year.
RESULTS: Clinical outcomes were measured as infections and infusion-related adverse events. The proportion of patients who had serious bacterial infections was significantly lower (4.13% vs 7.75%, P=0.049) in the intervention group (n=242) compared to the control group (n=968). Other clinical outcomes assessed were not different between cohorts (P>0.050). The economic outcomes were measured as healthcare costs. The annual adjusted mean total health care costs of patients in the program were $26,522 lower compared to matched controls, representing a 20% lower cost ($109,476 vs $135,998, P=0.002). A major contribution to this difference ($17,269) was IVIG-related total outpatient cost (intervention vs control groups: $64,080 vs $81,349, P=0.001).
CONCLUSION: The patients in this high-touch IVIG clinical management program appeared to have comparable infections or adverse event rates and significantly lower total health costs compared to their matched controls.

Entities:  

Keywords:  clinical outcomes; economic outcomes; immunoglobulin; intravenous; management program

Year:  2017        PMID: 29296090      PMCID: PMC5741071          DOI: 10.2147/CEOR.S142239

Source DB:  PubMed          Journal:  Clinicoecon Outcomes Res        ISSN: 1178-6981


Introduction

Intravenous immunoglobulin (IVIG) has been widely used as an antibody replacement or an “immunomodulatory agent” for indications in hematology, neurology, immunology, rheumatology, dermatology, nephrology, and ophthalmology.1,2 While the clinical indications for using IVIG are expanding,3–6 its administration may lead to considerable side effects and potential adverse events (AEs).3 In addition, IVIG is expensive and thus requires judicious utilization. The annual cost of IVIG treatment has been estimated to exceed US$30,000 per patient depending on dosing, indications, and length of therapy.7–10 Given the overall potential burden of Ig costs, considerations for cost containment are essential.

Clinical outcomes

IVIG has been licensed by the US Food and Drug Administration for prevention of infection in various immunodeficiency diseases that cause susceptibility to recurrent, severe, or usual infections.3,4 Infection rates were chosen as one of the primary clinical outcome measures for our study. AEs were also included, since IVIG administration often results in mild AEs and more rarely in severe AEs, though its safety profile is well established.11–15

Infections

In the US, about 25–30% of IVIG grams are used for the treatment of primary immunodeficiency disorder (PID), which is characterized by recurrent infections. Common variable immunodeficiency is the most common type of PID.16–18 While there is extensive experience with the efficacy of IVIG in common variable immunodeficiency and related PID, there are increasing options for providing therapy, including dose, frequency, and site of care. IVIG therapy dose and residual “trough” IgG levels have been in aggregate correlated with infectious outcomes,19–21 and current practice tends to focus upon individualizing the dosing approach to any given patient.

Adverse events

AEs are common in IVIG therapy. They can be classified as mild (eg, headache, flushing, shivering, itching, urticaria, anxiety, dizziness), moderate (eg, chest pain, wheezing, blood pressure fluctuations, mild reactions becoming worse), or severe (eg, severe headache, aseptic meningitis, renal dysfunction, anaphylaxis, thromboembolic event, moderate reaction persisting or becoming worse) reactions.19–23 A number of studies in the US and other countries have examined the incidence of IVIG-related AEs.3,19–21,23–27 The incidence rates varied widely across studies (21.4–44% of patients; 2.4–12.8% of infusions).3,19–21,23–27 The majority of AEs reported were mild (non-severe).3,19,24 Most mild reactions were able to be reversed by slowing or stopping the infusion for 15–30 minutes.3 Severe AEs were rare: 0–1.3% of infusions or 0–3.6% of treatment courses.19,21,23 Headache was reported as the most common type of AE in some studies,23,25 and patients who received premedication had significantly reduced incidence of AEs (18.2% vs 29.3%, P=0.02).24

Economic outcomes

Few studies have examined economic outcomes associated with Ig therapy, despite the increasing focus on management of health care cost.10,28,29 One study in the US found that the annual costs of IVIG therapies for treating chronic inflammatory demyelinating polyneuropathy and multifocal motor neuropathy were >$50,000 per patient,10 and annual mean costs for treating a cohort of mucous membrane pemphigoid, ocular cicatricial pemphigoid, bullous pemphigoid, and pemphigus vulgaris patients with IVIG were $65,190 ($37,271–$118,232) in another US study.29 Ig drug costs have been identified as the main cost drivers of IVIG therapy in several studies from various countries (Canada, Italy, and Germany).28,30–32

Ig clinical management

Given the current focus on evidence-based medicine and health care cost containment, appropriate clinical management to assure the safe and effective administration of IVIG products is desirable. Accordingly, a “high-touch” clinical management program for patients with IVIG therapy was developed by a US home infusion and specialty pharmacy. The program provided IVIG infusion in a patient’s home or at ambulatory infusion suites. It consisted of a comprehensive care model that included a pre-infusion risk assessment by a pharmacist, infusion monitoring by an Ig-specialized registered nurse (RN), regular clinical follow-up with a patient by a pharmacist that was communicated to physicians for expedient resolution of any clinical issues, and financial consultations.

Site of care

Few studies in the US have compared site of care (ie, place of service), such as hospital inpatient, hospital outpatient, physician office, community infusion center, and patient home. Small studies comparing two care sites have identified no differences in infection or related clinical outcomes, although some differences in quality of life and cost have emerged.33,34 Further understanding of the clinical and economic advantages and disadvantages of all available sites of care is needed. Regardless of site of care, expert clinical practice is essential to ensure safe administration of IVIG3,20,35 and avoid adverse reactions.20

Study objective

This study evaluated a national home infusion specialty pharmacy clinical management program on economic and clinical outcomes of IVIG patients. We hypothesized that AEs and infection rates, as well health costs, could be lower through this patient management model compared to the outcomes of other care models.

Ethics approval

This research was approved by Quorum IRB (28495/1) with a waiver of informed consent, as well as a complete waiver of Health Insurance Portability and Accountability Act authorization.

Materials and methods

We conducted a retrospective cohort study to compare the clinical and economic outcomes of patients who received IVIG and managed by an Ig clinical management program with matched controls in the PharMetrics Plus (PMTX+) database, a US-based administrative claims database with adjudicated medical and pharmacy claims for more than 150 million unique enrollees since 2006.

Ig clinical management model

This IVIG patient care model provided individualized patient care and clinical management by qualified health care professionals. These services included the following: pre-infusion clinical evaluation – evaluation for comorbidities affecting the risk of adverse drug reactions (ADRs), coordination with the prescribing clinician for individualized infusion plans to avoid ADRs and patient education to address concerns proactively clinical management of infusion by RNs – individualized infusion rate protocols with clinical monitoring before, during, and after infusion; patient education regarding Ig; expectations of treatment; and potential AEs regular clinical follow-up with a patient by a pharmacist that was communicated to the prescribing clinician – minimally quarterly contact (always after the first visit, a monthly option is also provided) to assess adherence and ADR management, disease-specific patient-reported outcome measures (quarterly report), and dose adjustment The care team also provided patient consultation on insurance coverage and financial assistance.

Data source and study population

The data used in this study was from the PMTX+ database, from which the dependent outcomes and covariables for both intervention and control groups were derived. This database is a large longitudinal repository of adjudicated medical and pharmacy claims of more than 150 million unique, commercially insured members throughout the US since 2006. The same inclusion and exclusion criteria were used for the intervention and control groups. Included in the study were patients who had received at least one claim (prescription or administration procedure) for IVIG therapy between September 1, 2011 and June 30, 2013, had continuous eligibility in the PMTX+ database for a minimum of 6 months prior to and 12 months after the date they had received the first IVIG therapy in the study period (the index date), and had at least four IVIG claims in the 12-month post-index period and one claim of IVIG during or after month 6. Both intervention and control cohorts excluded patients who were administered intramuscular immunoglobulin or subcutaneous immunoglobulin during the period, who had incomplete or invalid data records, or if they were prescribed products that can be administered subcutaneously or intravenously (ie, Gammagard liquid, Gamunex-C, and Gammaked), unless they had an administration code (ie, J1561, J1569) observed within 7 days of the claim date. All inclusion and exclusion criteria can be found in Table S1. The intervention group was identified by linking patients from the national home infusion specialty pharmacy to the PMTX+ database. All patients at the national home infusion specialty pharmacy were managed by the Ig clinical management program, which was administered across multiple locations in the US. None of the patients opted out unless their claims could not be identified in the databases. All patients were categorized by whether they had an IVIG-treatable autoimmune disease, a non-IVIG-treatable autoimmune disease, or a non-autoimmune disease (Table S2). Within each autoimmune-disease category, the control group was selected from patients who were not in the program and matched to the intervention group using a 1:4 greedy propensity score without replacement.36 Covariates in the propensity score model were age at index date, sex, proximity to immunology centers of excellence (Table S3), geographic region, Charlson Comorbidity Index score, and 6-month pre-index total health care costs (Table 1).
Table 1

Baseline characteristics of study population before and after propensity score matching

CharacteristicsBefore
After
Intervention
Control
PIntervention
Control
P
n=274n=4,010n=242n=968
Age (years), mean (95% CI)47(45.1–48.9)47.5(47–48.1)0.63146.4(44.4–48.5)48.3(47.3–49.4)0.112
Age group (years), n (%)0.0110.653
0–18228%49712.4%229.1%707.2%
19–30217.7%2446.1%197.9%687%
31–5412344.9%1,47536.8%10744.2%42143.5%
≥5510839.4%1,79444.7%9438.8%40942.3%
Male, n (%)12646%1,79944.9%0.71811045.5%43645%0.908
Census region, n (%)<0.00010.968
Northeast14753.6%81620.3%11547.5%44946.4%
Midwest4917.9%1,30432.5%4920.2%19119.7%
South6222.6%1,59639.8%6225.6%26327.2%
West165.8%2947.3%166.6%656.7%
Proximity to centers, n (%)21779.2%2,43260.6%<0.000118576.4%76178.6%0.465
Autoimmune disease, n (%)0.0021.000
IVIG-treatable16966.5%2,06755.3%14563%58063%
Not IVIG-treatable114.3%2185.8%114.8%444.8%
Not autoimmune immunodeficiencya7429.1%1,45638.9%7432.2%29632.2%
CCI scores, n (%)0.0030.748
09434.3%1,03225.7%8133.5%33935%
1–212244.5%178444.5%10844.6%41442.8%
3–43613.1%76819.2%3112.8%14114.6%
≥5228%42610.6%229.1%747.6%
6-month pre-index total health care costs, mean US$ (95% CI)47,961(38,310–57,612)53,731(50,805–56,657)0.32448,552(38,051–59,053)52,339(46,190–58,487)0.578
Categorical costs, n (%)0.2240.828
≤$15,0007226.3%1,12027.9%6326%25326.1%
>$15,000–≤$30,0007627.7%98824.6%6426.4%24725.5%
>$30,000–≤$60,0007427%96324%6828.1%25526.3%
>$60,0005219%93923.4%4719.4%21322%

Note:

Including common variable immunodeficiency.

Abbreviations: CCI, Charlson Comorbidity Index; IVIG, intravenous immunoglobulin.

Primary clinical outcomes included infection and infusion-related AE rates. Infections were categorized into three groups: serious bacterial infections (SBIs), other infections, and all infections (both SBIs and other infections).14,15,37–41 AEs were categorized into four groups: common AEs, serious AEs, and mild, less common AEs (both subjective and objective) (Table S3). Infections and AEs were reported as both patient counts by events of interest and as rates (number of events per patient per year). The primary economic outcome was direct medical costs per person during the study period (12 months post-index date). Total health care costs and segregated cost categories, inpatient, emergency center, outpatient, and total pharmacy claims were reported. All patients in the cohort were included for calculating total health care cost. The allowed amount of the claim was used to determine direct costs, which was defined as the amount the health plan allowed for a particular service, and included both the plan amount paid and member liability (ie, copayment, deductible, and coinsurance). These fully adjudicated claims were inflation-adjusted to 2014 prices using the medical care component of the US Consumer Price Index for all urban consumers. When appropriate, costs that were considered directly related to the drug or administration of the drug were broken down based on Healthcare Common Procedure Coding System (HCPCS), Current Procedural Terminology (CPT), or National Drug Codes. Specifically, Ig-related costs were reported for total allowable costs and total outpatient costs (based on HCPCS/CPT codes). Inpatient/outpatients costs were capped at five times the standard deviation (SD), in order to mitigate outlier effects for both intervention and control groups.

Statistical analyses

We compared baseline characteristics between the two groups using c2 or Fisher’s exact test for categorical variables and Student’s t-test for continuous variables. Categorical measures were reported as the number of cases and percentage of total patients observed in each category, and both mean and SD/confidence intervals (CIs) were reported for continuous variables. Clinical and economic outcomes were analyzed using generalized estimation equation (GEE) models with log-link, negative-binomial distributions. The unstructured correlation matrix was applied or compound symmetry used if the model did not converge. For the clinical model, the adjusted event rate was reported and the models adjusted for program-management model, number of Ig administrations, place of service (eg, hospital, home, clinic), diabetes (yes/no), and renal disease (yes/no). The program-management variable adjusted for changes in how the program was administered over the 3-year study period across the US. For example, the frequency of clinical assessments increased for the intervention group over time. For the economic model, adjusted mean costs used were adjusted by program management model, place of service, and number of Ig administrations. The proportion of patients with AEs was compared between intervention and control groups using c2 or Fisher’s exact test. Unadjusted results were presented if the GEE model did not converge. All analyses were performed at a patient level using SAS 9.2 (SAS Institute, Cary, NC, USA). P<0.05 was considered statistically significant.

Results

To evaluate the impact of this “high-touch” clinical management program, both clinical and economic outcomes were compared between patients within the program and their matched controls. Prior to propensity score matching, there were 274 and 4,010 eligible patients in the intervention and control groups, respectively. Before matching, patient geographic distribution and access to immunology expertise centers were significantly different between the two groups, whereas no significant differences were found for age, sex, or autoimmune disease status. After propensity score matching, the 242 and 968 patients remaining in the intervention and control groups, respectively, had similar baseline characteristics across all domains, including cost prior to intervention (Table 1). After the intervention, there were a few differences worth noting. While most AE and infection outcomes were not statistically significantly different, the proportion of patients who had SBIs was significantly lower in the intervention group compared to the matched controls (4.13% vs 7.75%, P=0.05). The SBI rate (events per patient per year) was also much lower among managed patients and close to significance (0.12 vs 0.45, P=0.07; Table 2).
Table 2

Infection and adverse event rates of comparison groups

Clinical outcomesRates (events/patient/year)a
Proportion of patients (% of patients)
Intervention(n=242)Control(n=968)PIntervention(n=242)Control(n=968)P
Infections
All2.712.060.27454.13%53.2%0.795
Serious bacterial0.120.450.0664.13%7.75%0.049
Other2.521.850.24152.89%50.31%0.472
Adverse events
Common0.020.030.7761.65%2.69%0.355
Serious0.02b0.01bNA1.65%0.62%0.12
Mild, less common (subjective)0.040.030.3333.72%4.13%0.771
Mild, less common (objective)NANANA9.92%7.23%0.163

Notes:

Rates are means after adjustment of program management model, number of Ig administrations, site of care, diabetes (yes/no), and renal disease (yes/no) by the GEE regression model;

unadjusted means, since the GEE model did not converge.

Abbreviations: GEE, generalized estimation equation; NA, not applicable.

Considerably lower cost was achieved for managed patients (Table 3). The annual mean total allowable cost of patients in the clinical management program was $26,522 (20%) lower compared to the annual mean cost of matched controls (P=0.002), with the difference in mean Ig-related total allowable costs $17,495 (annual mean cost of intervention vs control groups $64,332 vs $81,827, P=0.001). A major contribution to this difference ($17,269) was Ig-related total outpatient cost (intervention vs control groups: $64,080 vs $81,349, P=0.001). Though not statistically significant, annual differences in total mean inpatient and pharmacy costs were $5,356 and $1,517, respectively. In contrast, the total emergency center care costs were slightly higher for patients in the IVIG clinical management program, but the difference was not significant (P=0.107).
Table 3

Total allowable costs (US$) of comparison groups

Total allowable costsaIntervention
Control
PMean difference, [A] – [B]
(n=242)
(n=968)
[A] Mean (95% CI)[B] Mean (95% CI)
Total costs$109,476($98,568–$121,592)$135,998($121,766–$151,893)0.002$26,522
 Ig-related$64,332($57,926–$71,447)$81,827($73,127–$91,562)0.001$17,495
Total inpatient costs$8,781($5,171–$14,912)$14,137($7,767–$25,732)0.236$5,356
Total EC costs$992($558–$1,764)$482($293–$793)0.107$510
Total outpatient costs$93,865($84,858–$103,827)$108,561($97,899–$120,384)0.026$14,696
 Ig-related$64,080($57,656–$71,219)$81,349($72,646–$91,094)0.001$17,269
Total pharmacy costs$6,666($5,313–$8,363)$8,183($6,287–$10,651)0.189$1,517

Note:

Mean costs per patient per year are means after adjustment of program management model, site of care, and number of Ig administrations by regression model.

Abbreviation: EC, emergency center.

Discussion

IVIG is standard therapy for many immunologic diseases. In recent years, alternative sites of care for IVIG infusion have emerged, including infusion in a patient’s home or at an ambulatory infusion suite, compared to more traditional sites of care, such as a hospital or a physician’s office.6,42 Due to the complexity of immunoglobulin administration and its known potential for causing AEs, safety is a major concern, especially in settings outside hospitals or hospital infusion centers. While IVIG infusion is clinically complex, several studies have demonstrated the safety of administration of IVIG at home or in ambulatory infusion settings.26,43–45 Providers and physicians continue to develop and optimize clinical care models to provide the best outcomes while minimizing health care expenditures. The results of this study suggested that a clinical care model drives comparable clinical outcomes when compared to a diverse population receiving IVIG. AE rates and non-serious infection rates in the intervention group were comparable, while SBI rates and the proportion of patients who had SBIs were either significantly lower or very close to being significantly lower in the intervention group. This may be attributable to the individualized infusion services provided by the Ig-trained RNs and pharmacists in this care model. It was difficult to compare our findings with AE rates stated in the existing literature, due to differences in Ig dosages, diversity of diagnoses, and the scope and definition of AEs and infections. When one considers AE rates in licensing materials (package inserts) from IVIG products, those identified in the present work were generally in line with existing/expected experience.34 The major exception was common, mild AEs, which were low in both populations, but this could have been due to differences in reporting these occurrences in a trial study vs real-world practice. This study also revealed lower direct health care expenditure in the intervention group compared to the control group. The majority of the difference in total adjusted allowable cost between the two groups was in Ig-related outpatient costs ($17,269, 65% of cost difference). The IVIG treatment cost variations in this study and two other US studies cited in the introduction session could be attributed to cost inflation, place of service, disease scope, and dosage range of Ig therapies. Even when Ig-related costs were removed, cost differences remained in the intervention group when compared to controls. This difference could be ascribed to lower medication costs related to site of care; in other words, the same drug is reimbursed differently across sites of care.46,47 With the rising demand for accessible high-quality care at lower overall cost, this patient-centered clinical management model may show the ability to help achieve these goals in IVIG treatment.

Limitations

Many of the limitations in this study were similar to many other retrospective observational studies using administrative claims data. For instance, the population of patients selected for one particular treatment over another may have different characteristics (channeling bias). The medical billing codes used to indicate diagnoses and procedures may be subject to non-clinical influences. Some of these differences can often be measured (such as age and autoimmune disease status), and thus were controlled for in this study. Others were unknown or not measurable. In addition, this study was unable to specify if any clinical care model was applied to any patient in the control group. Because our study period covered 3 years, changes in the program model were inevitable, although we tried to control for such changes by adding the program management model variable to our regression models. While there was careful matching of the intervention and control groups in the pre-intervention period, the comparison may be skewed by physicians maintaining more fragile patients at inpatient and outpatient settings for treatment, which would lead to a bias in health care-related expenses in the control group. That said, we controlled for pre-intervention costs via propensity score matching. Importantly, the cost advantage of this care model was maintained, even when the differing drug cost was removed as a factor. Future studies could and perhaps should focus more specifically upon comparing specific care models within individual sites of care. This, however, represents a first step in generating the motivation for these questions.

Implications for clinical care and future research

In aggregate, though there were a few notable clinical benefits, clinical outcomes were similar between patients in this care model and the matched control group, which likely represented various types of care models. However, given the significant economic advantage shown here, the provision of therapy at home using this type of care model should be a consideration for patients, providers, and payers. Since it was difficult to draw strong conclusions from this initial study, further research will be needed to identify exactly which type of patients may benefit most and exactly what advantages this robust clinical care model may offer in comparison with other programs. Appreciating that the site of care decision for patients is complex, we are hopeful that research will help identify how to utilize advantages and avoid disadvantages to achieve the best clinical outcomes and cost savings for patients. Study population attrition Abbreviations: IVIG, intravenous Ig; PMTX, PharMetrics; IMIG, intramuscular immunoglobulin; SCIG, subcutaneous immunoglobulin. Classification of autoimmune disease covariates Abbreviations: HTLV1, Human T-lymphotropic virus 1; IVIG, intravenous immunoglobulin. Clinical outcomes Abbreviations: URI, Upper respiratory infections; AEs, adverse events; SVT, supraventricular tachycardia; LDH, lactic acid dehydrogenase.
Table S1

Study population attrition

CriterionIntervention
Control
n%n%
Patients received IVIG during 6-month pre-index period (September 1, 2011 to June 30, 2013)595100%11,918100%
AND met continuous enrollment in PMTX+ database for a minimum of 6 months prior to index date43573.1%9,20677.2%
AND met continuous enrollment criteria in PMTX+ database for a minimum of 12 months after index date35459.5%6,59955.4%
AND with at least four claims of index IG in 12-month post-index period31252.4%5,01742.1%
AND with one claim of index IVIG on or after month 6 (ie, after day 150 from index)28247.4%4,19035.2%
AND without IMIG (exclusion criteria)28247.4%4,19035.2%
AND not receiving both SCIG and IVIG during 12-month post-index period27446.1%4,04834%
AND with complete data and valid data27446.1%4,01033.6%
Post 1:4 propensity score matching24240.7%9688.1%

Abbreviations: IVIG, intravenous Ig; PMTX, PharMetrics; IMIG, intramuscular immunoglobulin; SCIG, subcutaneous immunoglobulin.

Table S2

Classification of autoimmune disease covariates

ICD9-CMIVIG-treatable autoimmune diseaseNot IVIG-treatable autoimmune diseaseNot autoimmune disease
Common variable immunodeficiency279.0XYes
Immunodeficiency diseases279.1X, 279.2, 279.3Yes
Behçet’s syndrome136.1Yes
Post-polio syndrome138Yes
Autoimmune cytopenia238.7Yes
Hashimoto’s thyroiditis and thyroiditis with hyperthyroidism245.2Yes
Autoimmune diabetes mellitus250.01, 250.03Yes
Autoimmune disease not elsewhere classified279.4X (not 279.41)Yes
Graft-versus-host disease279.5Yes
Hemolytic anemia, autoimmune283Yes
Autoimmune hemophilia286.52Yes
Henoch–Schönlein purpura287Yes
Idiopathic thrombocytopenic purpura287.31Yes
Post-transfusion purpura287.41Yes
Autoimmune neutropenia288.09Yes
Macrophage-activation syndrome288.4Yes
Acute disseminated encephalomyelitis, autoimmune encephalopathy, limbic encephalitis, Rasmussen’s syndrome, demyelinating brain-stem encephalitis323.81Yes
Alzheimer’s disease331Yes
Stiff-person syndrome333.91Yes
Cerebellar ataxia, opsoclonus–myoclonus syndrome, post-infectious, paraneoplastic cerebellar degeneration334.2, 334.3Yes
Paraproteinemic neuropathy337.00, 337.09, 356.8Yes
IgM antimyelin-associated glycoprotein paraprotein-associated peripheral neuropathy337.1Yes
Multiple sclerosis, relapsing–remitting340Yes
Epilepsy, intractable childhood345.61Yes
Narcolepsy with cataplexy347.01Yes
Lumbosacral or brachial plexitis353.0, 353.1Yes
Chronic demyelinating polyneuropathy356.4Yes
Guillain–Barré syndrome357Yes
Multifocal motor neuropathy357.89Yes
Myasthenia gravis358Yes
Lambert–Eaton myasthenic syndrome358.3Yes
Necrotizing autoimmune myopathy359.81Yes
Uveitis, autoimmune360.19Yes
Grave’s ophthalmopathy (thyrotoxic exophthalmos)376.21Yes
Autoimmune optic neuropathy377.49, 377.30Yes
Brown–Vialetto–van Laere syndrome389.1Yes
Cerebral infarctions with antiphospholipid antibodies434.01, 434.11, 434.91Yes
Polyarteritis nodosa446Yes
Kawasaki disease446.1Yes
Thrombotic thrombocytopenic purpura446.6Yes
Antineutrophil antibody syndrome447.6Yes
Inflammatory bowel disease555.0, 555.1, 555.2, 555.9Yes
Autoimmune chronic active hepatitis571.42Yes
Antiphospholipid antibody syndrome in pregnancy649.3Yes
Pemphigus foliaceus, pemphigus vulgaris, pemphigus, paraneoplastic694.4Yes
Bullous pemphigoid694.5Yes
Cicatricial pemphigoid694.6Yes
Scleromyxedema701.8Yes
Chronic urticaria708.1, 708.8Yes
Systemic lupus710Yes
Systemic sclerosis (scleroderma)710.1Yes
Sjögren’s syndrome (sicca syndrome)710.2Yes
Dermatomyositis710.3Yes
Polymyositis710.4Yes
Mixed connective-tissue disease710.8Yes
Unspecified diffuse connective-tissue disease710.9Yes
Rheumatoid arthritis, severe714Yes
Felty’s syndrome714.1Yes
Juvenile idiopathic arthritis714.3Yes
Juvenile idiopathic arthritis714.31Yes
HTLV1-associated myelopathy721.1, 721.4, 721.91Yes
Acute idiopathic dysautonomia742.8Yes
Chronic bullous disease of childhood, epidermolysis bullosa acquisita757.39Yes
Fetomaternal alloimmune thrombocytopenia776.1Yes
Sarcoidosis135Yes
Grave’s disease242Yes
Addison’s disease, autoimmune255.41Yes
Autoimmune polyglandular syndrome, type I258.01Yes
Autoimmune polyglandular syndrome, type II258.02, 258.03Yes
Pernicious anemia281Yes
Encephalomyelitis323.9Yes
Retinopathy362.1Yes
Thromboangiitis obliterans443.1Yes
Churg–Strauss disease, Wegener’s granulomatosis446.4Yes
Temporal arteritis446.5Yes
Takayasu’s arteritis446.7Yes
Autoimmune chronic active hepatitis571.49Yes
Primary biliary sclerosis571.6Yes
Sclerosing cholangitis576.1Yes
Gluten-sensitive enteropathy579Yes
Infertility, immunomediated628.8Yes
Pemphigoid gestationis646.8Yes
Dermatitis herpetiformis694.2Yes
Linear IgA disease694.8Yes
Erythema nodosa695.2Yes
Psoriasis696.1Yes
Alopecia, autoimmune704Yes
Vitiligo709.01Yes
Other rheumatoid arthritis with visceral or systemic involvement714.2Yes
Rheumatoid lung714.81Yes
Other specified inflammatory polyarthropathies714.89Yes
Unspecified inflammatory polyarthropathy714.9Yes
Ankylosing spondylitis720Yes

Abbreviations: HTLV1, Human T-lymphotropic virus 1; IVIG, intravenous immunoglobulin.

Table S3

Clinical outcomes

Clinical outcomeDiagnosisICD9-CM
Serious bacterial infectionsBacterial pneumonia482.XX
Visceral abscess324.X, 478.24. 513.0, 567.22, 567.38, 572.0, 590.2
Septicemia995.91, 995.92, 038.xx, 790.7, 785.52
Bacterial meningitis320.X, 321.X, 322.X, 047.X, 003.21, 036.0
Osteomyelitis/septic arthritis711.0X, 730.0X
Other infectionsConjunctivitis372.00, 372.05, 372.3, 372.03
Acute bronchitis466
Acute otitis382.0, 382.0X, 382.4, 382.9.
Pyoderma/cellulitis/subcutaneous abscess686.XX, 682.XX
Mastoiditis383.XX
Sinusitis461.X, 473.X
URI (added on February 1, 2015465.8, 465.9
Common AEsAbdominal pain789.XX, 789.6
Fever/pyrexia780.60, 780.62, 780.66
Nausea787.02
Asthenia/other malaise and fatigue780.79
Headache/acute migraine784.0, 339.00, 339.01, 339.43, 339.85, and 346.XX with the exceptions of 346.40, 346.41, 346.42, 346.43;
Myalgia729.1
Rash/local reaction: burning or itching782.1
Serious rare AEsAnaphylaxis/anaphylactoid reaction/anaphylactic shock995.0, 999.41, 999.49
Pulmonary edema518.4
Embolism444.X, 415.19, 445.x
Seizure345.0X, 345.1X, 345.2X, 345.3X, 345.4X, 345.5X, 345.8X, 345.9X, 780.39
Aseptic meningitis322.9
Transfusion-related acute lung injury518.7
“Serum sickness”999.51, 999.59
Acute renal failure/anuria/renal tubular necrosis/blood creatinine increased/blood urea increase584.XX
Thrombotic complications453.9
Dermatitis, bullous/exfoliative/epidermal694
Hepatitis/acute hepatitis (uninfectious)/hepatic dysfunction/hepatic failure/hepatocellular damage/jaundice573.3, 070.XX
Neurodegeneration294.1
Neurological illness357.9 and 348.9
Mild, less common AEs (subjective)Anxiety300.00, 300.09
Arthralgia719.4X
Asthma/bronchospasm (wheezing)519.11, 493.01, 493.02, 493.11, 493.12, 493.21, 493.22, 493.91, 493.92
Chest pain786.5
Chills780.64
Cyanosis/hypoxia799.02, 782.5
Acute diarrhea787.91
Dizziness780.4
Dysgeusia781.1
Dyspnea786.05
Peripheral edema782.3
Emesis787.0, 787.01, 787.03, 787.04
Fainting780.2
Flushing782.62
Back pain724.2, 724.5
Pain338.1, 338.19
PalpitationR00.2
Tremor333.1
Urticaria708.0, 708.1, 708.8, and 708.9
Vertigo780.4
Rigors/shivering780.99
Acrodynia985
Colitis/enterocolitis555.XX, 558.2, 558.3, 558.9
Eczematous dermatitis692.9, 693.0
Sleep disturbance780.5X
Local reaction – swelling782.2, 782.8
Erythema multiforme695.10, 695.11, 695.12, 695.19
Uveitis360.11, 360.12
Cutaneous vasculitis (in type II mixed cryoglobulinemia)709.8
Mild, less common AEs (objective)Hyperglycemia (glucose-containing products only)790.29
Hypotension458.XX
Hypertension401.X, 405.X, 997.91
Leucopenia/neutropenia/pancytopenia288.03, 284.01, 284.09. 284.81, 284.9, 288.03, 288.5
Tachycardia/sinus tachycardia/SVT/arrhythmia (cardiac, any type)785.0, 785.1, 427.XX
Complement consumption associated with an eczematous cutaneous reaction693
Fluid overload276.61, 276.69
Hyponatremia/hypernatremia276.0, 276.1
Hematuria599.7X
Coombs positivity (hemolytic anemia)/hemolysis/hemolytic anemia283.XX, 790.01
Nonspecific elevation of levels of transaminase or LDH790.4

Abbreviations: URI, Upper respiratory infections; AEs, adverse events; SVT, supraventricular tachycardia; LDH, lactic acid dehydrogenase.

  42 in total

1.  Common variable immunodeficiency: clinical and immunological features of 248 patients.

Authors:  C Cunningham-Rundles; C Bodian
Journal:  Clin Immunol       Date:  1999-07       Impact factor: 3.969

2.  Descriptive review and analysis of immunoglobulin utilization management from 2,548 prior authorization requests.

Authors:  Brian Tonkovic; Linda K Rutishauser
Journal:  J Manag Care Spec Pharm       Date:  2014-04

Review 3.  Safety of IGIV therapy and infusion-related adverse events.

Authors:  Mark Ballow
Journal:  Immunol Res       Date:  2007       Impact factor: 2.829

Review 4.  Adverse effects of treatment with intravenous immunoglobulins for neurological diseases.

Authors:  Matthias Wittstock; Uwe K Zettl
Journal:  J Neurol       Date:  2006-09       Impact factor: 4.849

Review 5.  Adverse effects of human immunoglobulin therapy.

Authors:  E Richard Stiehm
Journal:  Transfus Med Rev       Date:  2013-07-06

6.  One-to-many propensity score matching in cohort studies.

Authors:  Jeremy A Rassen; Abhi A Shelat; Jessica Myers; Robert J Glynn; Kenneth J Rothman; Sebastian Schneeweiss
Journal:  Pharmacoepidemiol Drug Saf       Date:  2012-05       Impact factor: 2.890

Review 7.  Safety of intravenous immunoglobulin (IVIG) therapy.

Authors:  Uriel Katz; Anat Achiron; Yaniv Sherer; Yehuda Shoenfeld
Journal:  Autoimmun Rev       Date:  2006-08-28       Impact factor: 9.754

8.  Efficacy and safety of a new 20% immunoglobulin preparation for subcutaneous administration, IgPro20, in patients with primary immunodeficiency.

Authors:  John B Hagan; Mary B Fasano; Sheldon Spector; Richard L Wasserman; Isaac Melamed; Mikhail A Rojavin; Othmar Zenker; Jordan S Orange
Journal:  J Clin Immunol       Date:  2010-05-08       Impact factor: 8.317

9.  Side effects of intravenous immunoglobulins in neurological autoimmune disorders--a prospective study.

Authors:  Martin Stangel; Reinhard Kiefer; Martin Pette; Michael N Smolka; Peter Marx; Ralf Gold
Journal:  J Neurol       Date:  2003-07       Impact factor: 4.849

10.  Adverse reactions of prophylactic intravenous immunoglobulin infusions in Iranian patients with primary immunodeficiency.

Authors:  Asghar Aghamohammadi; Abolhasan Farhoudi; Mohsen Nikzad; Mostafa Moin; Zahra Pourpak; Nima Rezaei; Mohammad Gharagozlou; Masoud Movahedi; Lida Atarod; Akefeh Ahmadi Afshar; Nasrin Bazargan; Ahmad Reza Hosseinpoor
Journal:  Ann Allergy Asthma Immunol       Date:  2004-01       Impact factor: 6.347

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  1 in total

1.  Outcome Evaluation of a Subcutaneous Immunoglobulin Clinical Management Program.

Authors:  Julia Zhu; Gretchen Ayer; Heather S Kirkham; Chi-Chang Chen; Rolin L Wade; Swapna U Karkare; Chester H Robson; Jordan S Orange
Journal:  J Res Pharm Pract       Date:  2019 Apr-Jun
  1 in total

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