| Literature DB >> 29296090 |
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.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
Baseline characteristics of study population before and after propensity score matching
| Characteristics | Before
| After
| ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Intervention
| Control
| Intervention
| Control
| |||||||
| n=274 | n=4,010 | n=242 | n=968 | |||||||
| 47 | (45.1–48.9) | 47.5 | (47–48.1) | 0.631 | 46.4 | (44.4–48.5) | 48.3 | (47.3–49.4) | 0.112 | |
| 0.011 | 0.653 | |||||||||
| 0–18 | 22 | 8% | 497 | 12.4% | 22 | 9.1% | 70 | 7.2% | ||
| 19–30 | 21 | 7.7% | 244 | 6.1% | 19 | 7.9% | 68 | 7% | ||
| 31–54 | 123 | 44.9% | 1,475 | 36.8% | 107 | 44.2% | 421 | 43.5% | ||
| ≥55 | 108 | 39.4% | 1,794 | 44.7% | 94 | 38.8% | 409 | 42.3% | ||
| 126 | 46% | 1,799 | 44.9% | 0.718 | 110 | 45.5% | 436 | 45% | 0.908 | |
| <0.0001 | 0.968 | |||||||||
| Northeast | 147 | 53.6% | 816 | 20.3% | 115 | 47.5% | 449 | 46.4% | ||
| Midwest | 49 | 17.9% | 1,304 | 32.5% | 49 | 20.2% | 191 | 19.7% | ||
| South | 62 | 22.6% | 1,596 | 39.8% | 62 | 25.6% | 263 | 27.2% | ||
| West | 16 | 5.8% | 294 | 7.3% | 16 | 6.6% | 65 | 6.7% | ||
| 217 | 79.2% | 2,432 | 60.6% | <0.0001 | 185 | 76.4% | 761 | 78.6% | 0.465 | |
| 0.002 | 1.000 | |||||||||
| IVIG-treatable | 169 | 66.5% | 2,067 | 55.3% | 145 | 63% | 580 | 63% | ||
| Not IVIG-treatable | 11 | 4.3% | 218 | 5.8% | 11 | 4.8% | 44 | 4.8% | ||
| Not autoimmune immunodeficiency | 74 | 29.1% | 1,456 | 38.9% | 74 | 32.2% | 296 | 32.2% | ||
| 0.003 | 0.748 | |||||||||
| 0 | 94 | 34.3% | 1,032 | 25.7% | 81 | 33.5% | 339 | 35% | ||
| 1–2 | 122 | 44.5% | 1784 | 44.5% | 108 | 44.6% | 414 | 42.8% | ||
| 3–4 | 36 | 13.1% | 768 | 19.2% | 31 | 12.8% | 141 | 14.6% | ||
| ≥5 | 22 | 8% | 426 | 10.6% | 22 | 9.1% | 74 | 7.6% | ||
| 47,961 | (38,310–57,612) | 53,731 | (50,805–56,657) | 0.324 | 48,552 | (38,051–59,053) | 52,339 | (46,190–58,487) | 0.578 | |
| 0.224 | 0.828 | |||||||||
| ≤$15,000 | 72 | 26.3% | 1,120 | 27.9% | 63 | 26% | 253 | 26.1% | ||
| >$15,000–≤$30,000 | 76 | 27.7% | 988 | 24.6% | 64 | 26.4% | 247 | 25.5% | ||
| >$30,000–≤$60,000 | 74 | 27% | 963 | 24% | 68 | 28.1% | 255 | 26.3% | ||
| >$60,000 | 52 | 19% | 939 | 23.4% | 47 | 19.4% | 213 | 22% | ||
Note:
Including common variable immunodeficiency.
Abbreviations: CCI, Charlson Comorbidity Index; IVIG, intravenous immunoglobulin.
Infection and adverse event rates of comparison groups
| Clinical outcomes | Rates (events/patient/year) | Proportion of patients (% of patients)
| ||||
|---|---|---|---|---|---|---|
| Intervention | Control | Intervention | Control | |||
| All | 2.71 | 2.06 | 0.274 | 54.13% | 53.2% | 0.795 |
| Serious bacterial | 0.12 | 0.45 | 0.066 | 4.13% | 7.75% | 0.049 |
| Other | 2.52 | 1.85 | 0.241 | 52.89% | 50.31% | 0.472 |
| Common | 0.02 | 0.03 | 0.776 | 1.65% | 2.69% | 0.355 |
| Serious | 0.02 | 0.01 | NA | 1.65% | 0.62% | 0.12 |
| Mild, less common (subjective) | 0.04 | 0.03 | 0.333 | 3.72% | 4.13% | 0.771 |
| Mild, less common (objective) | NA | NA | NA | 9.92% | 7.23% | 0.163 |
Notes:
Rates are means after adjustment of program management model, number of Ig administrations, site of care, diabetes (yes/no), and renal disease (yes/no) by the GEE regression model;
unadjusted means, since the GEE model did not converge.
Abbreviations: GEE, generalized estimation equation; NA, not applicable.
Total allowable costs (US$) of comparison groups
| Total allowable costs | Intervention
| Control
| Mean 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.
Study population attrition
| Criterion | Intervention
| Control
| ||
|---|---|---|---|---|
| n | % | n | % | |
| Patients received IVIG during 6-month pre-index period (September 1, 2011 to June 30, 2013) | 595 | 100% | 11,918 | 100% |
| AND met continuous enrollment in PMTX+ database for a minimum of 6 months prior to index date | 435 | 73.1% | 9,206 | 77.2% |
| AND met continuous enrollment criteria in PMTX+ database for a minimum of 12 months after index date | 354 | 59.5% | 6,599 | 55.4% |
| AND with at least four claims of index IG in 12-month post-index period | 312 | 52.4% | 5,017 | 42.1% |
| AND with one claim of index IVIG on or after month 6 (ie, after day 150 from index) | 282 | 47.4% | 4,190 | 35.2% |
| AND without IMIG (exclusion criteria) | 282 | 47.4% | 4,190 | 35.2% |
| AND not receiving both SCIG and IVIG during 12-month post-index period | 274 | 46.1% | 4,048 | 34% |
| AND with complete data and valid data | 274 | 46.1% | 4,010 | 33.6% |
| Post 1:4 propensity score matching | 242 | 40.7% | 968 | 8.1% |
Abbreviations: IVIG, intravenous Ig; PMTX, PharMetrics; IMIG, intramuscular immunoglobulin; SCIG, subcutaneous immunoglobulin.
Classification of autoimmune disease covariates
| ICD9-CM | IVIG-treatable autoimmune disease | Not IVIG-treatable autoimmune disease | Not autoimmune disease | |
|---|---|---|---|---|
| Common variable immunodeficiency | 279.0X | Yes | ||
| Immunodeficiency diseases | 279.1X, 279.2, 279.3 | Yes | ||
| Behçet’s syndrome | 136.1 | Yes | ||
| Post-polio syndrome | 138 | Yes | ||
| Autoimmune cytopenia | 238.7 | Yes | ||
| Hashimoto’s thyroiditis and thyroiditis with hyperthyroidism | 245.2 | Yes | ||
| Autoimmune diabetes mellitus | 250.01, 250.03 | Yes | ||
| Autoimmune disease not elsewhere classified | 279.4X (not 279.41) | Yes | ||
| Graft-versus-host disease | 279.5 | Yes | ||
| Hemolytic anemia, autoimmune | 283 | Yes | ||
| Autoimmune hemophilia | 286.52 | Yes | ||
| Henoch–Schönlein purpura | 287 | Yes | ||
| Idiopathic thrombocytopenic purpura | 287.31 | Yes | ||
| Post-transfusion purpura | 287.41 | Yes | ||
| Autoimmune neutropenia | 288.09 | Yes | ||
| Macrophage-activation syndrome | 288.4 | Yes | ||
| Acute disseminated encephalomyelitis, autoimmune encephalopathy, limbic encephalitis, Rasmussen’s syndrome, demyelinating brain-stem encephalitis | 323.81 | Yes | ||
| Alzheimer’s disease | 331 | Yes | ||
| Stiff-person syndrome | 333.91 | Yes | ||
| Cerebellar ataxia, opsoclonus–myoclonus syndrome, post-infectious, paraneoplastic cerebellar degeneration | 334.2, 334.3 | Yes | ||
| Paraproteinemic neuropathy | 337.00, 337.09, 356.8 | Yes | ||
| IgM antimyelin-associated glycoprotein paraprotein-associated peripheral neuropathy | 337.1 | Yes | ||
| Multiple sclerosis, relapsing–remitting | 340 | Yes | ||
| Epilepsy, intractable childhood | 345.61 | Yes | ||
| Narcolepsy with cataplexy | 347.01 | Yes | ||
| Lumbosacral or brachial plexitis | 353.0, 353.1 | Yes | ||
| Chronic demyelinating polyneuropathy | 356.4 | Yes | ||
| Guillain–Barré syndrome | 357 | Yes | ||
| Multifocal motor neuropathy | 357.89 | Yes | ||
| Myasthenia gravis | 358 | Yes | ||
| Lambert–Eaton myasthenic syndrome | 358.3 | Yes | ||
| Necrotizing autoimmune myopathy | 359.81 | Yes | ||
| Uveitis, autoimmune | 360.19 | Yes | ||
| Grave’s ophthalmopathy (thyrotoxic exophthalmos) | 376.21 | Yes | ||
| Autoimmune optic neuropathy | 377.49, 377.30 | Yes | ||
| Brown–Vialetto–van Laere syndrome | 389.1 | Yes | ||
| Cerebral infarctions with antiphospholipid antibodies | 434.01, 434.11, 434.91 | Yes | ||
| Polyarteritis nodosa | 446 | Yes | ||
| Kawasaki disease | 446.1 | Yes | ||
| Thrombotic thrombocytopenic purpura | 446.6 | Yes | ||
| Antineutrophil antibody syndrome | 447.6 | Yes | ||
| Inflammatory bowel disease | 555.0, 555.1, 555.2, 555.9 | Yes | ||
| Autoimmune chronic active hepatitis | 571.42 | Yes | ||
| Antiphospholipid antibody syndrome in pregnancy | 649.3 | Yes | ||
| Pemphigus foliaceus, pemphigus vulgaris, pemphigus, paraneoplastic | 694.4 | Yes | ||
| Bullous pemphigoid | 694.5 | Yes | ||
| Cicatricial pemphigoid | 694.6 | Yes | ||
| Scleromyxedema | 701.8 | Yes | ||
| Chronic urticaria | 708.1, 708.8 | Yes | ||
| Systemic lupus | 710 | Yes | ||
| Systemic sclerosis (scleroderma) | 710.1 | Yes | ||
| Sjögren’s syndrome (sicca syndrome) | 710.2 | Yes | ||
| Dermatomyositis | 710.3 | Yes | ||
| Polymyositis | 710.4 | Yes | ||
| Mixed connective-tissue disease | 710.8 | Yes | ||
| Unspecified diffuse connective-tissue disease | 710.9 | Yes | ||
| Rheumatoid arthritis, severe | 714 | Yes | ||
| Felty’s syndrome | 714.1 | Yes | ||
| Juvenile idiopathic arthritis | 714.3 | Yes | ||
| Juvenile idiopathic arthritis | 714.31 | Yes | ||
| HTLV1-associated myelopathy | 721.1, 721.4, 721.91 | Yes | ||
| Acute idiopathic dysautonomia | 742.8 | Yes | ||
| Chronic bullous disease of childhood, epidermolysis bullosa acquisita | 757.39 | Yes | ||
| Fetomaternal alloimmune thrombocytopenia | 776.1 | Yes | ||
| Sarcoidosis | 135 | Yes | ||
| Grave’s disease | 242 | Yes | ||
| Addison’s disease, autoimmune | 255.41 | Yes | ||
| Autoimmune polyglandular syndrome, type I | 258.01 | Yes | ||
| Autoimmune polyglandular syndrome, type II | 258.02, 258.03 | Yes | ||
| Pernicious anemia | 281 | Yes | ||
| Encephalomyelitis | 323.9 | Yes | ||
| Retinopathy | 362.1 | Yes | ||
| Thromboangiitis obliterans | 443.1 | Yes | ||
| Churg–Strauss disease, Wegener’s granulomatosis | 446.4 | Yes | ||
| Temporal arteritis | 446.5 | Yes | ||
| Takayasu’s arteritis | 446.7 | Yes | ||
| Autoimmune chronic active hepatitis | 571.49 | Yes | ||
| Primary biliary sclerosis | 571.6 | Yes | ||
| Sclerosing cholangitis | 576.1 | Yes | ||
| Gluten-sensitive enteropathy | 579 | Yes | ||
| Infertility, immunomediated | 628.8 | Yes | ||
| Pemphigoid gestationis | 646.8 | Yes | ||
| Dermatitis herpetiformis | 694.2 | Yes | ||
| Linear IgA disease | 694.8 | Yes | ||
| Erythema nodosa | 695.2 | Yes | ||
| Psoriasis | 696.1 | Yes | ||
| Alopecia, autoimmune | 704 | Yes | ||
| Vitiligo | 709.01 | Yes | ||
| Other rheumatoid arthritis with visceral or systemic involvement | 714.2 | Yes | ||
| Rheumatoid lung | 714.81 | Yes | ||
| Other specified inflammatory polyarthropathies | 714.89 | Yes | ||
| Unspecified inflammatory polyarthropathy | 714.9 | Yes | ||
| Ankylosing spondylitis | 720 | Yes |
Abbreviations: HTLV1, Human T-lymphotropic virus 1; IVIG, intravenous immunoglobulin.
Clinical outcomes
| Clinical outcome | Diagnosis | ICD9-CM |
|---|---|---|
| Serious bacterial infections | Bacterial pneumonia | 482.XX |
| Visceral abscess | 324.X, 478.24. 513.0, 567.22, 567.38, 572.0, 590.2 | |
| Septicemia | 995.91, 995.92, 038.xx, 790.7, 785.52 | |
| Bacterial meningitis | 320.X, 321.X, 322.X, 047.X, 003.21, 036.0 | |
| Osteomyelitis/septic arthritis | 711.0X, 730.0X | |
| Other infections | Conjunctivitis | 372.00, 372.05, 372.3, 372.03 |
| Acute bronchitis | 466 | |
| Acute otitis | 382.0, 382.0X, 382.4, 382.9. | |
| Pyoderma/cellulitis/subcutaneous abscess | 686.XX, 682.XX | |
| Mastoiditis | 383.XX | |
| Sinusitis | 461.X, 473.X | |
| URI (added on February 1, 2015 | 465.8, 465.9 | |
| Common AEs | Abdominal pain | 789.XX, 789.6 |
| Fever/pyrexia | 780.60, 780.62, 780.66 | |
| Nausea | 787.02 | |
| Asthenia/other malaise and fatigue | 780.79 | |
| Headache/acute migraine | 784.0, 339.00, 339.01, 339.43, 339.85, and 346.XX with the exceptions of 346.40, 346.41, 346.42, 346.43; | |
| Myalgia | 729.1 | |
| Rash/local reaction: burning or itching | 782.1 | |
| Serious rare AEs | Anaphylaxis/anaphylactoid reaction/anaphylactic shock | 995.0, 999.41, 999.49 |
| Pulmonary edema | 518.4 | |
| Embolism | 444.X, 415.19, 445.x | |
| Seizure | 345.0X, 345.1X, 345.2X, 345.3X, 345.4X, 345.5X, 345.8X, 345.9X, 780.39 | |
| Aseptic meningitis | 322.9 | |
| Transfusion-related acute lung injury | 518.7 | |
| “Serum sickness” | 999.51, 999.59 | |
| Acute renal failure/anuria/renal tubular necrosis/blood creatinine increased/blood urea increase | 584.XX | |
| Thrombotic complications | 453.9 | |
| Dermatitis, bullous/exfoliative/epidermal | 694 | |
| Hepatitis/acute hepatitis (uninfectious)/hepatic dysfunction/hepatic failure/hepatocellular damage/jaundice | 573.3, 070.XX | |
| Neurodegeneration | 294.1 | |
| Neurological illness | 357.9 and 348.9 | |
| Mild, less common AEs (subjective) | Anxiety | 300.00, 300.09 |
| Arthralgia | 719.4X | |
| Asthma/bronchospasm (wheezing) | 519.11, 493.01, 493.02, 493.11, 493.12, 493.21, 493.22, 493.91, 493.92 | |
| Chest pain | 786.5 | |
| Chills | 780.64 | |
| Cyanosis/hypoxia | 799.02, 782.5 | |
| Acute diarrhea | 787.91 | |
| Dizziness | 780.4 | |
| Dysgeusia | 781.1 | |
| Dyspnea | 786.05 | |
| Peripheral edema | 782.3 | |
| Emesis | 787.0, 787.01, 787.03, 787.04 | |
| Fainting | 780.2 | |
| Flushing | 782.62 | |
| Back pain | 724.2, 724.5 | |
| Pain | 338.1, 338.19 | |
| Palpitation | R00.2 | |
| Tremor | 333.1 | |
| Urticaria | 708.0, 708.1, 708.8, and 708.9 | |
| Vertigo | 780.4 | |
| Rigors/shivering | 780.99 | |
| Acrodynia | 985 | |
| Colitis/enterocolitis | 555.XX, 558.2, 558.3, 558.9 | |
| Eczematous dermatitis | 692.9, 693.0 | |
| Sleep disturbance | 780.5X | |
| Local reaction – swelling | 782.2, 782.8 | |
| Erythema multiforme | 695.10, 695.11, 695.12, 695.19 | |
| Uveitis | 360.11, 360.12 | |
| Cutaneous vasculitis (in type II mixed cryoglobulinemia) | 709.8 | |
| Mild, less common AEs (objective) | Hyperglycemia (glucose-containing products only) | 790.29 |
| Hypotension | 458.XX | |
| Hypertension | 401.X, 405.X, 997.91 | |
| Leucopenia/neutropenia/pancytopenia | 288.03, 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 reaction | 693 | |
| Fluid overload | 276.61, 276.69 | |
| Hyponatremia/hypernatremia | 276.0, 276.1 | |
| Hematuria | 599.7X | |
| Coombs positivity (hemolytic anemia)/hemolysis/hemolytic anemia | 283.XX, 790.01 | |
| Nonspecific elevation of levels of transaminase or LDH | 790.4 |
Abbreviations: URI, Upper respiratory infections; AEs, adverse events; SVT, supraventricular tachycardia; LDH, lactic acid dehydrogenase.