Abstract OBJECTIVE: To use the tuberous sclerosis complex TSC Natural History Database to describe monitoring and treatment patterns among patients with TSC-related angiomyolipomas AML
Trang 1Accepted Manuscript
Title: Patterns of Disease Monitoring and Treatment among Patients with
Tuberous Sclerosis Complex-Related Angiomyolipomas
Author: Elyse Swallow, Sarah King, Jinlin Song, Miranda Peeples, James E
Signorovitch, Zhimei Liu, Judith Prestifilippo, Michael Frost, Michael
Kohrman, Bruce Korf, Darcy Krueger, Steven Sparagana
Please cite this article as: Elyse Swallow, Sarah King, Jinlin Song, Miranda Peeples, James E
Signorovitch, Zhimei Liu, Judith Prestifilippo, Michael Frost, Michael Kohrman, Bruce Korf,
Darcy Krueger, Steven Sparagana, Patterns of Disease Monitoring and Treatment among Patients
with Tuberous Sclerosis Complex-Related Angiomyolipomas, Urology (2017),
http://dx.doi.org/doi: 10.1016/j.urology.2017.02.036
This is a PDF file of an unedited manuscript that has been accepted for publication As a service
to our customers we are providing this early version of the manuscript The manuscript will
undergo copyediting, typesetting, and review of the resulting proof before it is published in its
final form Please note that during the production process errors may be discovered which could
affect the content, and all legal disclaimers that apply to the journal pertain
Trang 2Patterns of disease monitoring and treatment among
patients with tuberous sclerosis complex-related
angiomyolipomas
Elyse Swallow, MPP1; Sarah King, BA1; Jinlin Song, PhD1; Miranda Peeples, BA1; James E
Signorovitch, PhD1; Zhimei Liu, PhD2; Judith Prestifilippo, MD2; Michael Frost, MD3; Michael
Kohrman, MD4; Bruce Korf, MD, PhD5; Darcy Krueger, MD6; Steven Sparagana, MD7
1 Analysis Group, Inc.; 2 Novartis Pharmaceuticals Corporation; 3 Minnesota Epilepsy Group;
4 University of Chicago; 5 University of Alabama at Birmingham; 6 Cincinnati Children's
Hospital Medical Center; 7 Texas Scottish Rite Hospital for Children
Trang 3Source of Funding
This work was funded by Novartis
Author Contributions
All authors participated in the design of the study and contributed to the manuscript
development Statistical analyses were conducted by ES, SK, JS, MP, and JES and were
interpreted in collaboration with ZL, JP, MF, MK, BK, DK, and SS All the authors vouch for
the accuracy and completeness of the data reported and the adherence of the study to the
protocol, and all the authors made the decision to submit the manuscript for publication
Disclosures:
ZL and JP are employees of Novartis and own stock/stock options MF, MK, BK, DK, and SS are
independent consultants who received consultancy fees from Novartis ES, JS, MP, and JES are
employees of Analysis Group Inc., which has received consultancy fees from Novartis for the
analysis described in this manuscript; SK was an employee of Analysis Group Inc at the time of
the study
Abstract
OBJECTIVE: To use the tuberous sclerosis complex (TSC) Natural History Database to describe
monitoring and treatment patterns among patients with TSC-related angiomyolipomas (AMLs)
MATERIALS AND METHODS: This study used the TSC Natural History Database, which contains
demographics, affected areas, diagnosis, and treatments for over 1,300 TSC patients enrolled in 16
participating clinics during 2006-2013 Patient characteristics, AML monitoring tests, and AML
treatments were assessed
RESULTS: Among the 621 patients with TSC-related AMLs, 54% were female; 77% were Caucasian
Median age at TSC diagnosis was <1 year, while median age at AML diagnosis was 9.8 years Most
patients (84%) had at least one monitoring test following AML diagnosis The most commonly used tests
Trang 4were MRI (65% of patients), ultrasound (62%), and CT (41%) Between 2000 and 2012, MRI made up an
increasingly large proportion of the total number of monitoring tests Once diagnosed, 155 (25%) of
patients received treatment for AML The median time from diagnosis to first treatment was 3.8 years
The most common treatments were embolization (10%), everolimus (9%), sirolimus (6%), and
nephrectomy (6%) The rate of nephrectomies declined over time, with none conducted during 2011 and
2012 No subsequent surgeries were reported among the 71 patients who received mTOR inhibitor as
first-line therapy
CONCLUSION: The use of MRIs increased between 2000 and 2012 among patients with TSC-AML
The majority of TSC-AML patients did not receive treatment for angiomyolipoma Use of nephrectomy
decreased over the study period and was particularly rare in patients who initiated an mTOR inhibitor
INTRODUCTION
Tuberous Sclerosis Complex (TSC) is a rare autosomal dominant disease that affects 25,000 to
40,000 people in the United States and one to two million people worldwide.1 This multi-system
disorder is caused by mutations in the hamartin gene, TSC1, or the tuberin gene, TSC2, leading to
pervasive benign tumors in organ systems throughout the body, including the brain, heart, liver,
lungs, skin, and kidneys.2
A majority of TSC patients (70-80%) develop angiomyolipomas, kidney lesions that can increase
in size over time and may cause acute hemorrhage and other renal complications.3,4 TSC-related
angiomyolipomas (TSC-AMLs) are typically identified and monitored for growth using imaging
procedures such as ultrasound, computed tomography (CT), and magnetic resonance imaging
(MRI) Guidelines published following the 1999 Tuberous Sclerosis Consensus Conference
recommended renal ultrasonography every 1-3 years for monitoring existing angiomyolipomas.5
In 2013, these guidelines were updated to specifically recommend MRI over ultrasound or CT,6
due to its more precise assessment when angiomyolipomas are fat-poor.7
Monitoring can inform the selection of appropriate strategies for treating angiomyolipomas
Large angiomyolipomas, which present a risk of hemorrhage, have historically been treated with
Trang 5renal arterial embolization or nephrectomy Invasive procedures may not be deemed appropriate
for smaller, asymptomatic angiomyolipomas; in these cases, monitoring is a key component of a
‘watch-and-wait’ strategy Recently available drug therapies offer additional treatment options
In 2012, an mTOR inhibitor, everolimus, was approved by the FDA for the treatment of
TSC-AMLs that do not require immediate surgery.8 Another mTOR inhibitor, sirolimus, has been
shown to be associated with decreased volume of renal angiomyolipomas in TSC-AML
patients.9 In light of these recent changes in preferred imaging methods and the recent
availability of mTOR inhibitor therapies, this study aimed to describe patterns in monitoring and
treatment for TSC-AML
METHODS
Data Source
Data for this study were obtained from the TSC Natural History Database Project The database
was launched in 2006 by the Tuberous Sclerosis Alliance, in partnership with a network of TSC
clinics, for the study of TSC and its clinical features, treatments, and long-term outcomes
Patients included in the database have a diagnosis of TSC based on genetic criteria (an identified
mutation in the TSC1 or TSC2 gene) or clinical criteria (the presence of major and/or minor
clinical features).6 Participating TSC clinics with Institutional Review Board (IRB) approval to
conduct the project are located in sixteen cities: Birmingham, Boston, Brussels, Chicago,
Cleveland, Dallas, Denver, Fairfax, Houston, Loma Linda, Los Angeles, Miami, New York,
Oakland, Philadelphia, and St Paul
Trang 6The data, which are entered at periodic clinic visits, include information about TSC-related care
received at the clinics, as well as retrospectively-captured information regarding TSC-related
care received outside of the clinics The data are de-identified and HIPAA compliant and do not
require the reporting of adverse events At the time of the analysis, the database housed
information regarding demographics, genotypes, clinical features, diagnostic and follow-up test
results, and treatments for over 1,300 TSC patients
Study Design
This study assessed the characteristics of patients with TSC-AML, patterns in monitoring and
treatment following TSC-AML diagnosis, and trends over time in the monitoring and treatment
of TSC-AML All analyses were conducted using SAS software version 9.3 (SAS Institute, Cary,
NC)
Patient characteristics
Age at TSC and angiomyolipoma diagnoses, age at most recent data update, gender, and race
were summarized for all patients The twenty most commonly diagnosed clinical features were
also reported
Angiomyolipoma-related monitoring tests
Procedures conducted following angiomyolipoma diagnosis were included in the analysis of
monitoring tests These procedures were grouped into the following imaging categories:
ultrasound, MRI, CT, x-ray, angiography, positron emission tomography (PET), nuclear study,
Trang 7and intravenous pyelogram Additionally, two non-imaging test categories, biopsy and pathology
testing, were included
In order to capture the most recent trends in angiomyolipoma monitoring procedures, the
frequency of tests for each calendar year was assessed from 2000 through 2012 Additionally, to
assess compliance with guideline recommended monitoring frequency, this study assessed
monitoring patterns in the three years following angiomyolipoma diagnosis The monitoring
patterns analysis was limited to patients diagnosed with angiomyolipoma in 2006 or later who
had at least 3 complete years of data following diagnosis to capture the most recent monitoring
trends
Angiomyolipoma-related treatments
Angiomyolipoma-related treatments consisted of mTOR inhibitors, everolimus and sirolimus,
and the following renal procedures: embolization, nephrectomy, renal enucleation, ablation,
resection, dialysis, and transplant For the purposes of the analysis, renal enucleation, ablation,
and resection were grouped together with nephrectomy Treatments initiated before a patient’s
first angiomyolipoma diagnosis were excluded, except in cases where physician comments
specifically indicated that the treatment was related to angiomyolipoma
To assess trends in the treatment of TSC-AML, the frequency of treatments was assessed for
each year from 2000 through 2012 For drug therapies, only treatment initiations were included
(i.e., if a patient’s drug therapy continued from one calendar year into the next, it was included in
the year of initiation only) Flow charts were created to depict all treatment sequences observed
in the sample The charts showed the number and percentage of patients switching to each
subsequent treatment and the median time in years between treatments
Trang 8RESULTS
Patient characteristics
At the time of this analysis, the TSC Natural History database included 621 patients diagnosed
with angiomyolipoma, approximately half of TSC patients in the database Over half of patients
were diagnosed with TSC prior to age 1; 9% were diagnosed with TSC at age >18 years (Table
1) A majority of patients (72%) were diagnosed with angiomyolipoma before age 18
Approximately 50% of patients were 19 years of age or older as of their most recently recorded
clinic encounter More than half of the patients (54%) were female The majority were white
(77%); 13% were Hispanic, 7% were African-American, 3% were Asian, <1% were American
Indian, <1% were Pacific Islander, and 3% were another race/ethnicity The most common
clinical features diagnosed at any time in a patient’s history were brain tubers (diagnosed in 90%
of patients), subependymal nodules (89%), epilepsy (87%), angiofibromas (77%), and
hypomelanotic or hypopigmented macules (73%) (Table S1) Epilepsy was the most common
first-diagnosed clinical feature (47% of patients)
Angiomyolipoma-related monitoring tests
Of the 621 patients with TSC-AML, 521 (84%) received at least one monitoring test following
angiomyolipoma diagnosis Among these patients, the most common monitoring tests received at
any point after diagnosis were MRI (65% of patients), ultrasound (62%), and CT (41%)
Between 2000 and 2012, the use of MRI increased from 5% of all monitoring tests in 2000 to
56% in 2012, while over the same time period the use of ultrasound decreased from 81% to 30%
(Figure 1)
Trang 9Among the 521 patients who received at least one monitoring test following TSC-AML
diagnosis, 236 (45%) were diagnosed with angiomyolipoma in 2006 or later; of these patients,
179 (76%) had at least three complete years of observable data following diagnosis Nearly all of
these 179 patients (92%) received an imaging test in at least one of the first three years following
diagnosis (Figure S1) Roughly half (51%) received an MRI in at least one of the first three years
of follow-up (Figure S2)
Angiomyolipoma-related treatments
Of the 621 patients with TSC-AML, 155 (25%) received at least one angiomyolipoma-related
treatment following angiomyolipoma diagnosis The median time from diagnosis to first
treatment was 3.8 years The most common treatments ever received were embolization (10% of
patients), everolimus (9%), sirolimus (6%), and nephrectomy (6%) (Table S2) Few patients
(<1%) underwent dialysis or a renal transplant
mTOR inhibitor therapy was first used in 2005; the rate of initiations increased sharply in 2010,
following the approval of everolimus for renal cell carcinoma (RCC) and TSC-related
subependymal giant cell astrocytomas (TSC-SEGA) (Figure 2).10,11 Nephrectomies declined in
frequency over time, with none conducted during 2011 and 2012
Of the 52 patients who received an embolization as first-line treatment, 54% received no
additional treatment, 25% received at least one subsequent embolization, and 13% received a
nephrectomy (Figure S3) Among the 42 patients who received everolimus as first-line therapy,
no subsequent treatments were reported Among the 29 patients who received sirolimus as
first-line therapy, two (7%) received a subsequent treatment; for both, this treatment was everolimus
Trang 10DISCUSSION
This study was the first to assess monitoring and treatment patterns of TSC-AMLs using data
from a large-scale patient registry of TSC patients in the United States It showed that most
recently diagnosed TSC-AML patients have been monitored at the frequency recommended by
existing guidelines In addition, MRI was increasingly used to monitor angiomyolipomas in
TSC-AML patients in recent years, replacing ultrasound as the predominant imaging modality It
has also been found that few TSC-AML patients received nephrectomies in recent years
Recently-available mTOR inhibitors have been increasingly used among TSC-AML patients,
though many patients did not receive any treatment after diagnosis
Angiomyolipoma-related monitoring procedures
A majority of patients in the present study received monitoring consistent with TSC-AML
guidelines that recommend at least one renal imagining procedure every three years.5,6 MRI was
increasingly used over the study period This increase reflects national trends in general imaging
practice, as MRI became more widely used in the United States over this period.12 However,
only half of the patients assessed in this study received an MRI in the first three years of
follow-up This may be due to the higher cost of MRI compared to other imaging modalities.12 The large
proportion of young patients in the database may have also contributed to the low percentage of
MRI use in the first three years of follow-up, as MRIs can be challenging to conduct in pediatric
patients due to the long duration of time for which patients need to remain still, usually
necessitating general anesthesia Additionally, pediatric patients may be more likely to have
small angiomyolipomas that are stable or slow-growing; for these patients, monitoring with
ultrasound may be sufficient Future analyses could ascertain whether the recently updated