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Ki67 Proliferation Index as a Tool for Chemotherapy Decisions During and After Neoadjuvant Aromatase Inhibitor Treatment of Breast Cancer: Results From the American College of Surgeons Oncology Group Z1031 Trial (Alliance).

TL;DR: Chemotherapy efficacy was lower than expected in ER-positive tumors exhibiting AI-resistant proliferation, supporting the study of adjuvant endocrine monotherapy in this group.
Abstract: Purpose To determine the pathologic complete response (pCR) rate in estrogen receptor (ER) -positive primary breast cancer triaged to chemotherapy when the protein encoded by the MKI67 gene (Ki67) level was > 10% after 2 to 4 weeks of neoadjuvant aromatase inhibitor (AI) therapy. A second objective was to examine risk of relapse using the Ki67-based Preoperative Endocrine Prognostic Index (PEPI). Methods The American College of Surgeons Oncology Group (ACOSOG) Z1031A trial enrolled postmenopausal women with stage II or III ER-positive (Allred score, 6 to 8) breast cancer whose treatment was randomly assigned to neoadjuvant AI therapy with anastrozole, exemestane, or letrozole. For the trial ACOSOG Z1031B, the protocol was amended to include a tumor Ki67 determination after 2 to 4 weeks of AI. If the Ki67 was > 10%, patients were switched to neoadjuvant chemotherapy. A pCR rate of > 20% was the predefined efficacy threshold. In patients who completed neoadjuvant AI, stratified Cox modeling was used to assess whether time to recurrence differed by PEPI = 0 score (T1 or T2, N0, Ki67 2) versus PEPI > 0 disease. Results Only two of the 35 patients in ACOSOG Z1031B who were switched to neoadjuvant chemotherapy experienced a pCR (5.7%; 95% CI, 0.7% to 19.1%). After 5.5 years of median follow-up, four (3.7%) of the 109 patients with a PEPI = 0 score relapsed versus 49 (14.4%) of 341 of patients with PEPI > 0 (recurrence hazard ratio [PEPI = 0 v PEPI > 0], 0.27; P = .014; 95% CI, 0.092 to 0.764). Conclusion Chemotherapy efficacy was lower than expected in ER-positive tumors exhibiting AI-resistant proliferation. The optimal therapy for these patients should be further investigated. For patients with PEPI = 0 disease, the relapse risk over 5 years was only 3.6% without chemotherapy, supporting the study of adjuvant endocrine monotherapy in this group. These Ki67 and PEPI triage approaches are being definitively studied in the ALTERNATE trial (Alternate Approaches for Clinical Stage II or III Estrogen Receptor Positive Breast Cancer Neoadjuvant Treatment in Postmenopausal Women: A Phase III Study; clinical trial information: NCT01953588).

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Title
Ki67 Proliferation Index as a Tool for Chemotherapy Decisions During and After
Neoadjuvant Aromatase Inhibitor Treatment of Breast Cancer: Results From the
American College of Surgeons Oncology Group Z1031 Trial (Alliance).
Permalink
https://escholarship.org/uc/item/5qb5216t
Journal
Journal of clinical oncology : official journal of the American Society of Clinical
Oncology, 35(10)
ISSN
0732-183X
Authors
Ellis, Matthew J
Suman, Vera J
Hoog, Jeremy
et al.
Publication Date
2017-04-01
DOI
10.1200/jco.2016.69.4406
Peer reviewed
eScholarship.org Powered by the California Digital Library
University of California

JOURNAL OF CLINICAL ONCOLOGY
ORIGINAL REPORT
Ki67 Proliferation Index as a Tool for Chemotherapy
Decisions During and After Neoadjuvant Aromatase Inhibitor
Treatment of Breast Cancer: Results From the American
College of Surgeons Oncology Group Z1031 Trial (Alliance)
Matthew J. Ellis, Vera J. Suman, Jeremy Hoog, Rodrigo Goncalves, Souzan Sanati, Chad J. Creighton, Katherine
DeSchryver, Erika Crouch, Amy Brink, Mark Watson, Jingqin Luo, Yu Tao, Michael Barnes, Mitchell Dowsett,
G. Thomas Budd, Eric Winer, Paula Silverman, Laura Esserman, Lisa Carey, Cynthia X. Ma, Gary Unzeitig,
Timothy Pluard, Pat Whitworth, Gildy Babiera, J. Michael Guenther, Zoneddy Dayao, David Ota, Marilyn Leitch,
John A. Olson Jr, D. Craig Allred, and Kelly Hunt
ABSTRACT
Purpose
To determine the pathologic complete response (pCR) rate in estrogen receptor (ER) positive primary
breast cancer triaged to chemotherapy when the protein encoded by the MKI67 gene (Ki67) level
was . 10% after 2 to 4 weeks of neoadjuvant aromatase inhibitor (AI) therapy. A second objective was
to examine risk of relapse using the Ki67-based Preoperative Endocrine Prognostic Index (PEPI).
Methods
The American College of Surgeons Oncology Group (ACOSOG) Z1031A trial enrolled post-
menopausal women with stage II or III ER-positive (Allred score, 6 to 8) breast cancer whose
treatment was randomly assigned to neoadjuvant AI therapy with anastrozole, exemestane, or
letrozole. For the trial ACOSOG Z1031B, the protocol was amended to include a tumor Ki67 de-
termination after 2 to 4 weeks of AI. If the Ki67 was . 10%, patients were switched to neoadjuvant
chemotherapy. A pCR rate of . 20% was the predened efcacy threshold. In patients who
completed neoadjuvant AI, stratied Cox modeling was used to assess whether time to recurrence
differed by PEPI = 0 score (T1 or T2, N0, Ki67 , 2.7%, ER Allred . 2) versus PEPI . 0 disease.
Results
Only two of the 35 patients in ACOSOG Z1031B who were switched to neoadjuvant chemotherapy
experienced a pCR (5.7%; 95% CI, 0.7% to 19.1%). After 5.5 years of median follow-up, four (3.7%)
of the 109 patients with a PEPI = 0 score relapsed versus 49 (14.4%) of 341 of patients with PEPI . 0
(recurrence hazard ratio [PEPI = 0 v PEPI . 0], 0.27; P = .014; 95% CI, 0.092 to 0.764).
Conclusion
Chemotherapy efcacy was lower than expected in ER-positive tumors exhibiting AI-resistant
proliferation. The optimal therapy for these patients should be further investigated. For patients with
PEPI = 0 disease, the relapse risk over 5 years was only 3.6% without chemotherapy, supporting the
study of adjuvant endocrine monotherapy in this group. These Ki67 and PEPI triage approaches are
being denitively studied in the ALTERNATE trial (Alternate Approaches for Clinical Stage II or III
Estrogen Receptor Positive Breast Cancer Neoadjuvant Treatment in Postmenopausal Women: A
Phase III Study; clinical trial information: NCT01953588).
J Clin Oncol 35:10 61-1069. © 2017 by American Society of Clinical Oncology. Creative Commons
Attribution Non-Commercial No Derivati ves 4.0 License:
https://creativecomm ons.org /licenses/by-
nc-nd/4.0/
INTRODUCTION
For postmenopausal women with clinical stage II
or III estrogen receptor (ER) positive breast
cancer, neoadjuvant aromatase inhibition (AI) is
an underused and low-toxicity alternative to
chemotherapy for increasing breast conservation
rates.
1
A barrier to greater adoption of neo-
adjuvant AI is high response var iability. We
therefore postulated that an early sw itch from
AI to neoadjuvant chemotherapy could produce
Author afliations and support information
(if applicable) appear at the end of this
article.
Published at
jco.org on January 3, 2017.
M.J.E. and V.J.S. are joint rst authors.
The content is solely the responsibility of
the authors and does not necessarily
represent the ofcial views of the National
Institutes of Health or the companies
involved.
Clinical trial information: NCT00265759.
Corresponding author: Matthew J. Ellis,
MB, BChir, PhD, Lester and Sue Smith
Breast Center, One Baylor Plaza,
MSBCM600, Houston, TX 77030; e-mail:
mjellis@bcm.edu.
© 2017 by American Society of Clinical
Oncology. Creative Commons Attribution
Non-Commercial No Derivatives 4.0
License.
0732-183X/17/3510w-1061w/$20.00
ASSOCIATED CONTENT
See accompanying Editorial
on page
1031
Appendix
DOI: 10.1200/JCO.2016.69.4406
Data Supplements
DOI: 10.1200/JCO.2016.69.4406
DOI: 10.1200/JCO.2016.69.4406
© 2017 by American Society of Clinical Oncology 1061
VOLUME 35
NUMBER 10
APRIL 1, 2017

better clinical outcomes for tumors that responded poorly to AI.
Conversely, adjuvant AI alone may be sufcient to prevent relapse
in tumors highly responsive to neoadjuvant AI.
Pathologic complete response (pCR) after systemic chemo-
therapy remains a controversial clinical trial end point,
2,3
and al-
ternatives are needed, particularly in ER-positive, human epidermal
growth factor receptor 2negative disease (HER2-negative), where
pCR rates are low. Data from a neoadjuvant study comparing
letrozole and tamoxifen in postmenopausal women with ER-positive
breast cancerP024 (Preoperative Treatment of Postmenopausal
Breast Cancer Patients with Letrozole: A Randomized Double-
Blind Multicenter Study)
4-6
was previously used to generate the
Preoperative Endocrine Prognostic Index (PEPI).
7
PEPI requires
pathologic stage (tumor size and nodal status), in addition to levels
of the protein encoded by the MKI67 gene (Ki67), and Allred ER
score measured on the surgical specimen (with surgery conducted
during uninterrupted endocrine therapy). Patients with a PEPI score
of 0 (pT1 or pT2, pN0, Ki67 # 2.7%, Allred score . 2) from the
P024 trial were found to have a low risk of relapse. Similar ndings
were observed in the neoadjuvant IMPACT trial (Immediate Pre-
operative Anastrozole, Tamoxifen, or Combined with Tamoxifen)
2
,
but no subsequent validation efforts have been reported.
The American College of Surgeons Oncology Group (ACO-
SOG) Z1031A randomized phase II clinical trial was designed to
determine which AI (anastrozole, letrozole, or exemestane) should
be recommended for future testing against chemotherapy in the
neoadjuvant setting (ACOSOG is now a part of the Alliance for
Clinical Trials in Oncology). The major initial nding from
ACOSOG Z1031A was that half of the patients who were con-
sidered candidates for mastectomy or inoperable before neo-
adjuvant AI therapy had successful breast-conserving surgery.
8
When the enrollment in ACOSOG Z1031A was complete, an
amendment was introduced (ACOSOG Z1031B) that triaged
patients with tumors exhibiting a Ki67 . 10% in a tumor biopsy 2
to 4 weeks after starting AI to standard chemotherapy. The hy-
pothesis being tested was that the pCR rate would be at least 20% in
this AI-resistant population. Herein, we report the pCR results
from ACOSOG Z1031B as well as the time to recurrence by PEPI
status among all ACOSOG Z1031 patients who completed neo-
adjuvant AI treatment.
METHODS
Establishment of an Early Ki67 Cut Point for Triage to
Chemotherapy
An on-treatment Ki67 threshold for switching from neoadjuvant AI
therapy to neoadjuvant chemotherapy was established using data from the
Preoperative Letrozole study (POL)
9
and the IMPACT trial.
10
A Ki67 value
of . 10% at 1 month in the POL study was associated with a higher PEPI
score (P = .01), a smaller number of patients in the PEPI-0 group (P = .08),
and worse relapse-free survival (P = .0016). Similarly, the IMPACT data
conrmed that a 2-week Ki67 . 10% predicted a higher PEPI score
(P = .001), smaller numbers of patients in the PEPI-0 group (P = .004), and
worse relapse-free survival (P = .008; Data Supplement; Appendix
Table A1
and Figure A1A, online only). Combining these studies revealed only one
PEPI-0 case among 51 patients with a 2- to 4-week Ki67 value of . 10%.
Thus, according to the PEPI model, patients with a Ki67 value of 10% at 2
to 4 weeks had a , 2% chance of a favorable PEPI score that would allow
them to safely avoid chemotherapy under current guidelines.
Patient Eligibility
Eligible patients were postmenopausal with invasive breast cancer
(clinical stage T2 to T4c, N0 to N3, M0). Additional criteria have been
previously described.
8
This study was supported by the Clinical Trials
Support Unit and approved by the institutional review boards of all
participating institutions. Each participant signed an institutional review
boardapproved, protocol-specic informed consent in accordance with
federal and institutional guidelines.
Treatment Schema
Patients enrolled in ACOSOG Z1031B underwent a core breast bi-
opsy for Ki67 determination after 2 weeks of AI therapy. If the Ki67 was
# 10%, the patient continued AI therapy for another 12 to 14 weeks and
then proceeded to surgery. Women whose 2-week Ki67 level was . 10%
were offered either a National Comprehensive Cancer Networkapproved
neoadjuvant chemotherapy regimen or surgery at the discretion of their
providers and/or the patients. If the biopsy core contained insufcient
tumor to perform the Ki67 assay, patients could elect to undergo a repeat
biopsy at 4 weeks or continue on AI therapy. If severe treatment-related
toxicity was reported or the patient refused further AI therapy, surgery
was recommended. Within 14 days of registration, patients underwent
a complete physical examination with tumor assessment. Every 4 weeks,
patients underwent a physical examination, toxicity assessment, and tumor
assessment using February 2000 WHO criteria. If tumor progression was
suspected, ultrasound or mammogram was required, and neoadjuvant AI
was discontinued if progression was conrmed. Blood and biopsy spec-
imens for correlative studies were collected at baseline, 2 to 4 weeks after
the start of neoadjuvant AI treatment, on discontinuation of neoadjuvant
treatment, and at surgery. For patients with PEPI = 0 disease, management
without chemotherapy was recommended but not mandatory to de-
termine the acceptability of this recommendation.
AI Treatment
Before the release of the ACOSOG Z1031A results,
8
eligible patients
were randomly assigned to 16 to 18 weeks of neoadjuvant AI with
exemestane 25 mg once daily, letrozole 2.5 mg once daily, or anastrozole
1 mg once daily. After the release of the data, patients could choose either
letrozole or anastrozole treatment.
Statistical Considerations
The primary end point for ACOSOG Z1031B was the pCR rate
among the women who after 2 weeks of neoadjuvant AI therapy had
a tumor Ki67 level of . 10% and switched to neoadjuvant chemotherapy.
pCR was dened as histolog ic evidence of no invasive tumor cells in the
surgical breast specimen or ipsilateral lymph nodes. A one-stage phase II
clinical trial desig n was chosen to assess the pCR rate. With a sample size of
35 and a one-sided a = 0.10, a one-sample binomial test of proportions
would have a 90% chance of declaring success with a pCR rate of at least
20% compared with the null hypothesis that the pCR was 5% (at least four
pCRs were needed to conclude pCR rate $ 20%). A 90% binomial
condence interval for the true pCR was also constructed. On the basis of
the IMPACTstudy, it was estimated that 235 eligible women would need to
enroll to obtain 35 women with a 2-week Ki67 . 10% willing to switch to
neoadjuvant chemotherapy. The long-term PEPI outcome study cohort
excluded women from both ACOSOG Z1031A and Z1031B who withdrew
consent not having started neoadjuvant AI, had metastases or bilateral
invasive breast cancer at registration, failed to undergo surgery, had al-
ternative therapy before surgery, had radiographic conrmed disease
progression or new primary disease during neoadjuvant AI, failed to have
sentinel lymph node or axillary lymph node dissection, or lacked sufcient
tissue to obtain a Ki67 or Allred score. In addition, ACOSOG Z1031B
patients with 2- or 4-week Ki67 . 10% who remained on AI were ex-
cluded. Time to breast cancer recurrence (TBCR) was dened as the time
from surgery to rst local, regional, or distant disease recurrence. Patients
1062 © 2017 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
Ellis et al

without documented disease recurrence were censored at the date of their
last disease evaluation. TBCR was estimated using the Kaplan-Meier
method
11
Stratied Cox modeling (with cohort and adjuvant chemo-
therapy use as strata) was used to assess whether TBCR differed w ith
respect to P EPI 0 status.
12
The Alliance Statistics and Data Center
conducted data collection and statistical analyses. Data were locked
on January 11, 2016.
Ki-67 CLIA Assay for ACOSOG Z1031A and Z1031B
For both ACOSOG Z1031 cohorts, a Ki67 clinical trial assay was
performed at the College of American Pathologists and the Clinical
Laboratory Improvement Amendmentscertied Washington University
anatomic and molecular pathology laborator y using the CONFIRM anti-
Ki67 (30-9) rabbit monoclonal primary antibody as a prediluted reagent
on a Benchmark XT platform according to the manufacturer instructions
(Ventana, Tucson, AZ). Tonsil was used as the assay positive control.
Ki-67 Quantification Approaches
A single experienced pathologist (D.C.A.) conducted the real-time
Ki67 scoring for ACOSOG Z1031B. If the estimated rate was low (, 2.7%),
or high (. 10%), a whole slide estimate was conducted. If the score was
between 2.7% and 10%, point counting was conducted using an ocular
grid, at least three high-power elds with a minimum of 100 cells scored.
Retrospective analysis of ACOSOG Z1031A used the iScan Coreo scanner
(Ventana) with the Companion Algorithm Ki-67 (30-9) software. The
imaging approach required three to 10 areas of interest be selected at 43
magnication excluding ductal carcinoma in situ, vessels, and lymphocytes
and avoiding perinecrotic or necrotic areas. The image analysis result was
reviewed to ensure the software was correctly differentiating between benign
and malignant cells, and, if not, the case was triaged to visual point counting.
The visual point counting approach required color photomicrographs with
a background grid taken at 403 of at least three elds selected based on
invasive tumor content and the quality of the histology, not on Ki67 staining
pattern, to obtain tumor cell count of at least 200. The scorer counted the
total number of tumor cells and the number of Ki67-positive cells that
intersected with rst grid line and every third gridline thereafter.
Gene Expression Analysis to Study Cell CycleRegulated
Genes
RNA preparation and Agilent 44K gene array analysis(Agilent
Technologies, Santa Clara, CA) approaches were carried out as previously
described.
2
The microarray contained probes for 720 of the 874 genes
previously identied as having periodic expression in the cell division cycle
of HeLa cells (Data Supplement).
13
Gene expression levels in each tumor
were normalized to the number of standard deviations from the median
expression value across all the tumors. A multigene proliferation score
Table 1. Patient and Disease Characteristics for the ACOSOG Z1031B Cohort Sorted by Early on-Treatment Ki67 Categories
Characteristic Week-2 Ki67 # 10% (n = 165) Week-2 Ki67 . 10% (n = 49)
Week-2 Biopsy, No Invasive
Disease Present (n = 22)
Median age, years (IQR) 65 (58-72) 60 (55-64) 66 (58-72)
Histology
Ductal 114 (69.1) 40 (81.6) 16 (72.7)
Lobular 34 (20.6) 7 (14.3) 4 (18.2)
Mixed ductal/lobular 10 (6.1) 2 (4.1) 0
Other 7 (4.2) 0 2 (9.1)
Grade
1 54 (32.7) 13 (26.5) 8 (36.4)
2 96 (58.2) 22 (44.9) 12 (54.5)
3 15 (9.1) 14 (28.6) 2 (9.1)
HER2 positive 3 (1.8) 2 (4.1) 1 (4.5)
cTstage
T2 131 (79.4) 32 (65.3) 19 (86.4)
T3 27 (16.4) 16 (32.6) 2 (9.1)
T4A-C 7 (4.2) 1 (2.1) 1 (4.5)
cNstage
N0 113 (68.5) 27 (55.1) 21 (95.5)
N1 46 (27.9) 19 (38.8) 1 (4.5)
N2 4 (2.4) 3 (6.1) 0
N3 1 (0.6) 0 0
Unknown 1 (0.6) 0 0
Neoadjuvant endocrine therapy
Anastrozole 72 (43.6) 16 (32.7) 2 (9.1)
Exemestane 21 (12.7) 10 (20.4) 10 (45.4)
Letrozole 72 (43.6) 23 (46.9) 10 (45.4)
Week 2 Ki67 value
0-2.5 89 (53.9) 0
2.6-5.0 44 (26.7) 0
5.1-7.5 20 (12.1) 0
7.6-10.0 12 (7.3) 0
10.1-15.0 0 19 (38.8)
15.1-20.0 0 12 (24.5)
20.1-25.0 0 6 (12.2)
25.1-50.0 0 8 (16.3)
50.1-75.0 0 1 (2.0)
75.1-100 0 3 (6.1)
NOTE. Data presented as No. (%) unless otherwise noted.
Abbreviations: HER2, human epidermal growth factor receptor 2; IQR, interquartile range; Ki67, protein encoded by the MKI67 gene.
jco.org © 2017 by American Society of Clinical Oncology 1063
Ki67-Based Decisions for Breast Cancer Neoadjuvant Endocrine Therapy

(MGPS) for a tumor was the average normalized expression of the 772
genes for that tumor analysis.
14
The microarray data sets have been
submitted to Gene Expression Omnibus (GSE87411).
RESULTS
ACOSOG Z1 031B P atient Cohort
From October 1, 2009 to November 15, 2011, 245 patients were
enrolled into ACOSOG Z1031B. At week 2, 165 women (69.9%) had
aKi67valueof# 10%; 49 women (20.8%) had a Ki67 value . 10%,
and22women(9.3%)hadinsufcient tumor to make a Ki67 de-
termination. Pa tient and disease characteristics of these 236 women
are presented in
Table 1 and the CONSOR T diagram in Figure 1.
Neoadjuvant Chemotherapy Efficacy for ER-Positive
Tumors Exhibiting a 2- to 4-Week Ki67 Value > 10%
After Sta rting Aromatase Inhibition
Among the 49 patients whose week 2Ki67 was . 10%, 35
patients switched to neoadjuvant chemotherapy; three patients
continued with AI, eight patients went directly to surgery, two
patients went to surgery after a rebiopsy at week 4 and again found
their Ki67 to be . 10%; one patient pursued treatment outside of
this study. Twenty-ve (71.4%) of the 35 had an anthracycline-
containing regimen (
Table 2). Six patients (17.1%) failed to
complete their planned course of chemotherapy because of in-
tolerability. There were two (5.7%; 95% CI, 0.7% to 19.1%) pCRs
among these 35 patients. A pCR occurred in a 55-year-old woman
with cT2N0 ductal breast cancer with a 2-week Ki67 of 80.0%
treated with doxorubicin and cyclophosphamide (A C) plus docetaxel.
The second pCR was in a 59-year-old woman with cT3N1 ductal
breast cancer with a 2-week Ki67 of 31.7% subsequently treated with
docetax el plus gemcitabine plus bevacizumab followed by A C plus
bevacizumab.
Neoadjuvant Outcomes for ACOSOG Z1031B Patients
WhoseWeek2to4Ki67Was£ 10%
There were 187 patients whose 2-week Ki67 value was
either # 10% (165) or not determined because of insufcient
tumor in the biopsy specimen (22). One of 187 patients whose
week 2Ki67 value was # 10% chose to go directly to surgery
rather than continue on AI. Of 22 patients whose 2-week Ki67
value was not obtained, all chose to remain on AI either after
a rebiopsy at week 4 Ki67 of # 10% (six patients) or after forgoing
a rebiopsy at 4 weeks (16 patients; see
Fig 1 for exact disposition
of all patients). Among the remaining 177 patients, pathologic
evaluation revealed no residual disease in the breast or lymph
nodes in three patients, in only the breast in 92 patients, and in
both the breast and lymph nodes in 82 patients (
Table 3). The pCR
rate among the 186 women who completed AI was therefore 1.6%
(95% CI, 0.3% to 4.6%). PEPI scores were: 0 in 64 patients; 1 to 7 in
109 patients; and not determined in 13 patients because of pro-
gression during neoadjuvant AI therapy (two patients), lack of Allred
score or Ki67 from surgical specimen (four patients), or failure to
undergo surgery for reasons other than progression (seven patients).
Thus, the PEPI-0 rate was 34.4% (95% CI, 27.6% to 41.7%).
Registration
(N = 245)
Breast biopsy after 2 weeks of NET
(n = 236)
Unable to ascertain Ki67 as
no invasive tumor in
biopsy specimen
(n = 22)
Ki6710%
(n = 165)
Ki67 > 10%
(n = 49)
Continue AI,
no week-4
biopsy
(n = 16)
Continue AI,
week-4 Ki67
10% so
continued AI
(n = 6)
Continue AI
(n = 164)
Surgery
(n = 1)
Chose to
continue AI
(n = 3)
Continued
AI, week-4
Ki67 also
>10%, chose
surgery
(n = 2)
Surgery
(n = 8)
Off study
(n = 1)
Switched to
NAC
(n = 35)
Cancelled participation before start of treatment
Ineligible because receiving treatment for cervical cancer
Bilateral disease
(n = 3)
(n = 1)
(n = 2)
Withdrew consent before week-2 biopsy
Discontinued because of intolerability before week-2 biopsy
(n = 2)
(n = 1)
Fig 1. CONSORT diagram for the ACOSOG Z1031B patients. AI, aromatase inhibitor; Ki67, protein encoded by the MKI67 gene; NAC, neoadjuvant chemotherapy; NET,
neoadjuvant endocrine therapy.
1064 © 2017 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
Ellis et al

Citations
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Abstract: Breast cancer remains a worldwide public health dilemma and is currently the most common tumour in the globe. Awareness of breast cancer, public attentiveness, and advancement in breast imaging has made a positive impact on recognition and screening of breast cancer. Breast cancer is life-threatening disease in females and the leading cause of mortality among women population. For the previous two decades, studies related to the breast cancer has guided to astonishing advancement in our understanding of the breast cancer, resulting in further proficient treatments. Amongst all the malignant diseases, breast cancer is considered as one of the leading cause of death in post menopausal women accounting for 23% of all cancer deaths. It is a global issue now, but still it is diagnosed in their advanced stages due to the negligence of women regarding the self inspection and clinical examination of the breast. This review addresses anatomy of the breast, risk factors, epidemiology of breast cancer, pathogenesis of breast cancer, stages of breast cancer, diagnostic investigations and treatment including chemotherapy, surgery, targeted therapies, hormone replacement therapy, radiation therapy, complementary therapies, gene therapy and stem-cell therapy etc for breast cancer.

635 citations

Journal ArticleDOI
TL;DR: Palbociclib is an active antiproliferative agent for early-stage breast cancer resistant to anastrozole; however, prolonged administration may be necessary to maintain its effect.
Abstract: Purpose: Cyclin-dependent kinase (CDK) 4/6 drives cell proliferation in estrogen receptor-positive (ER+) breast cancer. This single-arm phase II neoadjuvant trial (NeoPalAna) assessed the antiproliferative activity of the CDK4/6 inhibitor palbociclib in primary breast cancer as a prelude to adjuvant studies.Experimental Design: Eligible patients with clinical stage II/III ER+/HER2- breast cancer received anastrozole 1 mg daily for 4 weeks (cycle 0; with goserelin if premenopausal), followed by adding palbociclib (125 mg daily on days 1-21) on cycle 1 day 1 (C1D1) for four 28-day cycles unless C1D15 Ki67 > 10%, in which case patients went off study due to inadequate response. Anastrozole was continued until surgery, which occurred 3 to 5 weeks after palbociclib exposure. Later patients received additional 10 to 12 days of palbociclib (Cycle 5) immediately before surgery. Serial biopsies at baseline, C1D1, C1D15, and surgery were analyzed for Ki67, gene expression, and mutation profiles. The primary endpoint was complete cell cycle arrest (CCCA: central Ki67 ≤ 2.7%).Results: Fifty patients enrolled. The CCCA rate was significantly higher after adding palbociclib to anastrozole (C1D15 87% vs. C1D1 26%, P < 0.001). Palbociclib enhanced cell-cycle control over anastrozole monotherapy regardless of luminal subtype (A vs. B) and PIK3CA status with activity observed across a broad range of clinicopathologic and mutation profiles. Ki67 recovery at surgery following palbociclib washout was suppressed by cycle 5 palbociclib. Resistance was associated with nonluminal subtypes and persistent E2F-target gene expression.Conclusions: Palbociclib is an active antiproliferative agent for early-stage breast cancer resistant to anastrozole; however, prolonged administration may be necessary to maintain its effect. Clin Cancer Res; 23(15); 4055-65. ©2017 AACR.

220 citations


Cites background or methods from "Ki67 Proliferation Index as a Tool ..."

  • ...7% Ki67 cut-point (natural log of one) during neoadjuvant endocrine treatment is associated with favorable breast cancer relapse free and overall survival (17, 18)....

    [...]

  • ...Uniform biopsy/shipment kits were provided (18, 19)....

    [...]

  • ...To avoid preanalytical, analytical, and scoring variations in Ki67 analysis, this trial employed a standardized sample acquisition method by providing biopsy/shipment kits, centralized processing, Ki67 staining, and pathologist-guided imaging analysis that have shown to yield reproducible Ki67 levels predictive of clinical outcomes (18)....

    [...]

  • ...Ki67 IHC and quantification Ki67 staining was performed centrally at the CAP/CLIA-certified AMP lab at Washington University using the CONFIRM antiKi67 antibody (clone 30-9) and scored using pathologist-guided imaging analysis as previously described (18, 19)....

    [...]

Journal ArticleDOI
Karsten Krug1, Eric J. Jaehnig2, Shankha Satpathy1, Lili Blumenberg, Alla Karpova3, Meenakshi Anurag2, George Miles2, Philipp Mertins4, Philipp Mertins1, Yifat Geffen1, Lauren C. Tang5, Lauren C. Tang1, David I. Heiman1, Song Cao3, Yosef E. Maruvka1, Jonathan T. Lei2, Chen Huang2, Ramani B. Kothadia1, Antonio Colaprico6, Chet Birger1, Jarey Wang2, Yongchao Dou2, Bo Wen2, Zhiao Shi2, Yuxing Liao2, Maciej Wiznerowicz7, Maciej Wiznerowicz8, Matthew A. Wyczalkowski3, Xi Steven Chen6, Jacob J. Kennedy9, Amanda G. Paulovich9, Mathangi Thiagarajan10, Christopher R. Kinsinger, Tara Hiltke, Emily S. Boja, Mehdi Mesri, Ana I. Robles, Henry Rodriguez, Thomas F. Westbrook2, Li Ding3, Gad Getz11, Gad Getz1, Karl R. Clauser1, David Fenyö, Kelly V. Ruggles, Bing Zhang2, D. R. Mani1, Steven A. Carr1, Matthew J. Ellis2, Michael A. Gillette1, Michael A. Gillette11, Shayan C. Avanessian, Shuang Cai, Daniel W. Chan, Xian Chen6, Nathan Edwards, Andrew N. Hoofnagle, M. Harry Kane, Karen A. Ketchum, Eric Kuhn, Douglas A. Levine, Shunqiang Li, Daniel C. Liebler, Tao Liu, Jingqin Luo, Subha Madhavan, Christopher G. Maher, Jason E. McDermott, Peter B. McGarvey, Mauricio Oberti, Akhilesh Pandey, Samuel H. Payne, David F. Ransohoff, Robert Rivers, Karin D. Rodland, Paul A. Rudnick, Melinda E. Sanders, Kenna M. Shaw, Ie Ming Shih, Robbert J.C. Slebos, Richard D. Smith, Michael Snyder, Stephen E. Stein, David L. Tabb, Ratna R. Thangudu, Stefani N. Thomas, Yue Wang, Forest M. White, Jeffrey R. Whiteaker, Gordon Whiteley, Hui Zhang, Zhen Zhang, Yingming Zhao, Heng Zhu, Lisa J. Zimmerman 
25 Nov 2020-Cell
TL;DR: The integration of mass spectrometry-based proteomics with next-generation DNA and RNA sequencing profiles tumors more comprehensively underscores the potential of proteogenomics for clinical investigation of breast cancer through more accurate annotation of targetable pathways and biological features of this remarkably heterogeneous malignancy.

201 citations


Cites background or methods from "Ki67 Proliferation Index as a Tool ..."

  • ...To compare PG features with cell cycle control in hormone receptor (HR)+/ERBB2 PG and triple-negative BRCA (TNBC) tumors, the multi-gene proliferation score (MGPS; Figure 6A; Table S6) was generated for each sample (Ellis et al., 2017; Whitfield et al., 2002)....

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  • ...CDK4/6-related cell cycle analysis Multi-Gene Proliferation Scores (MGPS) were calculated from the median-MAD normalized RNA-seq data as described previously (Ellis et al., 2017)....

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  • ...PG Analysis of Rb Status May Inform the Response to CDK4/6 Inhibitor Therapy Proliferation rate is a critical prognostic feature in BRCA, and the cell cycle is a target for endocrine therapy (Ellis et al., 2017) and CDK4/6 inhibition in ER+, ERBB2 advanced BRCA (Pernas et al....

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Journal ArticleDOI
Chen Huang1, Lijun Chen2, Sara R. Savage1, Rodrigo Vargas Eguez2  +202 moreInstitutions (16)
TL;DR: In this paper, a proteogenomic study of 108 human papilloma virus (HPV)-negative head and neck squamous cell carcinomas (HNSCCs) is presented.

136 citations

Journal ArticleDOI
TL;DR: Adding palbociclib to letrozole significantly enhanced the suppression of malignant cell proliferation (Ki-67) in primary ER-positive BC, but did not increase the clinical response rate over 14 weeks, which was possibly related to a concurrent reduction in apoptosis.
Abstract: PURPOSECDK4/6 inhibitors are used to treat estrogen receptor (ER)–positive metastatic breast cancer (BC) in combination with endocrine therapy. PALLET is a phase II randomized trial that evaluated the effects of combination palbociclib plus letrozole as neoadjuvant therapy.PATIENTS AND METHODSPostmenopausal women with ER-positive primary BC and tumors greater than or equal to 2.0 cm were randomly assigned 3:2:2:2 to letrozole (2.5 mg/d) for 14 weeks (A); letrozole for 2 weeks, then palbociclib plus letrozole to 14 weeks (B); palbociclib for 2 weeks, then palbociclib plus letrozole to 14 weeks (C); or palbociclib plus letrozole for 14 weeks. Palbociclib 125 mg/d was administered orally on a 21-days-on, 7-days-off schedule. Core-cut biopsies were taken at baseline and 2 and 14 weeks. Coprimary end points for letrozole versus palbociclib plus letrozole groups (A v B + C + D) were change in Ki-67 (protein encoded by the MKI67 gene; immunohistochemistry) between baseline and 14 weeks and clinical response (ord...

119 citations


Cites background from "Ki67 Proliferation Index as a Tool ..."

  • ...In HR-positive disease, a decrease in the proliferation marker Ki-67 (protein encoded by the MKI67 gene) from baseline in response to endocrine therapy has been validated as a marker of treatment benefit, with measurement of Ki-67 after 2 weeks of endocrine therapy shown to improve the prediction of recurrence-free survival (RFS).(13,14) Given the predominantly antiproliferative effects of palbociclib, suppression of Ki-67 is a rational end point for estimating whether there is efficacy with the addition of palbociclib to an aromatase inhibitor (AI) versus AI alone in the neoadjuvant setting....

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References
More filters
Book ChapterDOI
TL;DR: In this article, the product-limit (PL) estimator was proposed to estimate the proportion of items in the population whose lifetimes would exceed t (in the absence of such losses), without making any assumption about the form of the function P(t).
Abstract: In lifetesting, medical follow-up, and other fields the observation of the time of occurrence of the event of interest (called a death) may be prevented for some of the items of the sample by the previous occurrence of some other event (called a loss). Losses may be either accidental or controlled, the latter resulting from a decision to terminate certain observations. In either case it is usually assumed in this paper that the lifetime (age at death) is independent of the potential loss time; in practice this assumption deserves careful scrutiny. Despite the resulting incompleteness of the data, it is desired to estimate the proportion P(t) of items in the population whose lifetimes would exceed t (in the absence of such losses), without making any assumption about the form of the function P(t). The observation for each item of a suitable initial event, marking the beginning of its lifetime, is presupposed. For random samples of size N the product-limit (PL) estimate can be defined as follows: L...

52,450 citations

Journal ArticleDOI
01 Mar 1972

3,283 citations


"Ki67 Proliferation Index as a Tool ..." refers methods in this paper

  • ...TBCR was estimated using the Kaplan-Meier method(11) Stratified Cox modeling (with cohort and adjuvant chemotherapy use as strata) was used to assess whether TBCR differed with respect to PEPI 0 status.(12) The Alliance Statistics and Data Center conducted data collection and statistical analyses....

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Journal ArticleDOI
TL;DR: In this paper, the authors compared the three most commonly used definitions of pathological complete response (ypT0 ypN0, ypT0/is ypNs0, and ypTsN0/IsYPN0) for their association with EFS and overall survival in clinical trials of neoadjuvant treatment of breast cancer.

2,793 citations

Journal ArticleDOI
TL;DR: Comprehensive recommendations on preanalytical and analytical assessment, and interpretation and scoring of Ki67 were formulated based on current evidence, geared toward achieving a harmonized methodology, create greater between-laboratory and between-study comparability, and allow earlier valid applications of this marker in clinical practice.
Abstract: Uncontrolled proliferation is a hallmark of cancer. In breast cancer, immunohistochemical assessment of the proportion of cells staining for the nuclear antigen Ki67 has become the most widely used method for comparing proliferation between tumor samples. Potential uses include prognosis, prediction of relative responsiveness or resistance to chemotherapy or endocrine therapy, estimation of residual risk in patients on standard therapy and as a dynamic biomarker of treatment efficacy in samples taken before, during, and after neoadjuvant therapy, particularly neoadjuvant endocrine therapy. Increasingly, Ki67 is measured in these scenarios for clinical research, including as a primary efficacy endpoint for clinical trials, and sometimes for clinical management. At present, the enormous variation in analytical practice markedly limits the value of Ki67 in each of these contexts. On March 12, 2010, an international panel of investigators with substantial expertise in the assessment of Ki67 and in the development of biomarker guidelines was convened in London by the cochairs of the Breast International Group and North American Breast Cancer Group Biomarker Working Party to consider evidence for potential applications. Comprehensive recommendations on preanalytical and analytical assessment, and interpretation and scoring of Ki67 were formulated based on current evidence. These recommendations are geared toward achieving a harmonized methodology, create greater between-laboratory and between-study comparability, and allow earlier valid applications of this marker in clinical practice.

1,556 citations


"Ki67 Proliferation Index as a Tool ..." refers methods in this paper

  • ...Concerns regarding the variability in Ki67 analysis have been discussed extensively.(15) The imaging analysis approach to Ki67 estimation used for the ACOSOG Z1031A cohort is promising (Fig 3C), but conclusive data using this methodology await the results of the ALTERNATE trial....

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Journal ArticleDOI
TL;DR: The genome-wide program of gene expression during the cell division cycle in a human cancer cell line (HeLa) was characterized using cDNA microarrays to provide a comprehensive catalog of cell cycle regulated genes that can serve as a starting point for functional discovery.
Abstract: The genome-wide program of gene expression during the cell division cycle in a human cancer cell line (HeLa) was characterized using cDNA microarrays. Transcripts of >850 genes showed periodic variation during the cell cycle. Hierarchical clustering of the expression patterns revealed coexpressed groups of previously well-characterized genes involved in essential cell cycle processes such as DNA replication, chromosome segregation, and cell adhesion along with genes of uncharacterized function. Most of the genes whose expression had previously been reported to correlate with the proliferative state of tumors were found herein also to be periodically expressed during the HeLa cell cycle. However, some of the genes periodically expressed in the HeLa cell cycle do not have a consistent correlation with tumor proliferation. Cell cycle-regulated transcripts of genes involved in fundamental processes such as DNA replication and chromosome segregation seem to be more highly expressed in proliferative tumors simply because they contain more cycling cells. The data in this report provide a comprehensive catalog of cell cycle regulated genes that can serve as a starting point for functional discovery. The full dataset is available at http://genome-www.stanford.edu/Human-CellCycle/HeLa/.

1,525 citations


"Ki67 Proliferation Index as a Tool ..." refers methods in this paper

  • ...The microarray contained probes for 720 of the 874 genes previously identified as having periodic expression in the cell division cycle of HeLa cells (Data Supplement).(13) Gene expression levels in each tumor were normalized to the number of standard deviations from the median expression value across all the tumors....

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