Patient and Sample Characteristics
Among PLC cases from TCGA, 52% were age 50–65 at diagnosis and 32% were over 65. Only 10% of these cases were Stage I while 29% were Stage III. The vast majority of cases where receptor status were known were positive for estrogen receptor (88%) and 44% were HER2 positive. The patient age and stage were more heterogeneous in PLC cases from our institution. 31% of patients were younger than 50 and 38% were stage I at diagnosis. Similar distribution in estrogen receptor expression to TCGA were observed with 81% estrogen receptor positive while 25% were HER2 positive (Supplementary Table I).
Overall, 79% of the patients in our study were 50 years or older at diagnosis and 34% of these were older than 65. The PLC stage at diagnosis in our study tended to be advanced with 52% Stage II and 30% Stage III, while 85% were positive for estrogen receptor (Table 1).
Table 1. Clinicopathologic and biomarker status of 47 cases of PLC
Age |
|
Tumor |
|
Node |
|
Stage |
|
Receptor Status |
|
<50 |
10 |
<2cm |
11 |
N0 |
26 |
Stage I |
8 |
ER+ |
34 |
50-65 |
21 |
2-5cm |
22 |
N1 |
8 |
Stage II |
23 |
ER- |
6 |
>65 |
16 |
>5cm |
11 |
N2 |
3 |
Stage III |
13 |
PR+ |
31 |
|
|
unknown |
3 |
N3 |
7 |
unknown |
3 |
PR- |
9 |
|
|
|
|
unknown |
3 |
|
|
HER2+ |
11 |
|
|
|
|
|
|
|
|
HER2- |
28 |
|
|
|
|
|
|
|
|
unknown |
7 |
Molecular Alterations
Of the 31 cases identified as invasive lobular breast cancers with pleomorphic features from TCGA, 24 (77%) harbored inactivating mutations in CDH1 (3 splice site, 5 nonsense, and 16 frameshift mutations). All but one of these showed loss of heterozygosity (LOH) and the case with an inactivating mutation without LOH had 16% CDH1 mRNA expression. 4 cases had missense mutations in CDH1 and all of these had 37% or less CDH1 mRNA expression. The final 3 cases showed homozygous deletion of the CDH1 gene locus (Table 2).
Table 2. Molecular alterations in 31 cases of PLC from TCGA
ID |
ER IHC |
PR IHC |
HER2 |
Gene |
Alteration |
Gene |
Alteration |
Gene |
Alteration |
Gene |
Alteration |
Other Alterations |
TCGA-AR-A2LJ |
70-79% |
70-75% |
pos |
CDH1 |
E165Q |
ERBB2 |
AMP |
PIK3CA |
H1047R |
|
|
|
TCGA-A2-A0SY |
80-89% |
40-49% |
pos fish |
CDH1 |
S18fs |
ERBB2 |
AMP |
PIK3CA |
E545K |
|
|
|
TCGA-D8-A27G |
>75% |
>75% |
2 ihc fish neg |
CDH1 |
E167fs |
ERBB2 |
AMP/ I767M |
PIK3CA |
H1047R |
|
|
|
TCGA-A8-A0A7 |
neg |
neg |
pos |
CDH1 |
E243K |
ERBB2 |
AMP |
PIK3CA |
E726K |
|
|
|
TCGA-A8-A0A6 |
pos |
pos |
neg |
CDH1 |
T522_splice |
ERBB2 |
L755S |
PIK3CA |
G118D |
|
|
|
TCGA-A8-A0AB |
? |
? |
? |
CDH1 |
D400fs |
ERBB2 |
L755S |
PIK3CA |
|
|
|
BRCA2 deep del |
TCGA-C8-A274 |
? |
? |
? |
CDH1 |
P625fs |
ERBB2 |
I767M |
PIK3CA |
H1047R |
|
|
|
TCGA-AC-A3YI |
90-99% |
20-29% |
neg |
CDH1 |
E763fs |
ERBB2 |
L755S |
PIK3CA |
|
|
|
FGFR1 amp |
TCGA-A2-A0T6 |
90-99% |
90-99% |
neg |
CDH1 |
Y827fs |
ERBB2 |
L755R (L755W, L755M) & R678Q |
PIK3CA |
|
|
|
|
TCGA-BH-A0C1 |
pos |
pos |
neg |
CDH1 |
P159fs |
ERBB2 |
V777L |
PIK3CA |
|
|
|
|
TCGA-C8-A3M7 |
neg |
neg |
neg |
CDH1 |
T340fs |
ERBB2 |
S305C |
PIK3CA |
H1047R |
|
|
KMT2C Q3151* |
TCGA-AO-A128 |
neg |
neg |
neg |
CDH1 |
A817V |
ERBB2 |
V797A |
PIK3CA |
|
|
|
TP53 R342*, KMT2C Q1787Lfs*18 & E495Dfs*42 |
TCGA-BH-A18P |
pos |
neg |
pos |
CDH1 |
S36fs |
ERBB2 |
L755S |
PIK3CA |
|
|
|
MAP3K1 P233Qfs*30 |
TCGA-A8-A07B |
pos |
pos |
pos fish |
CDH1 |
P200fs |
|
|
PIK3CA |
H1047R |
|
|
TP53 Q165Afs*8 |
TCGA-E2-A1IJ |
? |
? |
? |
CDH1 |
V678fs |
|
|
PIK3CA |
|
PTEN |
homodel |
|
TCGA-A2-A0EX |
pos |
pos |
neg |
CDH1 |
Q511* |
|
|
PIK3CA |
E545K |
|
|
FGFR1 amp |
TCGA-E2-A2P5 |
pos |
pos |
neg fish |
CDH1 |
Q383* |
|
|
PIK3CA |
N345K, G914R |
|
|
TP53 F341S KMT2C E648Vfs*8 |
TCGA-AR-A2LL |
70-79% |
70-79% |
neg fish |
CDH1 |
G278R |
|
|
PIK3CA |
|
PTEN |
C124S |
|
TCGA-E9-A3X8 |
20-29% |
20-29% |
<10% pos (negative in report) |
CDH1 |
515_516ins* |
|
|
PIK3CA |
|
|
|
|
TCGA-BH-A0E9 |
pos |
pos |
neg |
CDH1 |
D756fs |
|
|
PIK3CA |
|
PTEN |
X70_splice |
|
TCGA-EW-A1J5 |
90-99% |
90-99% |
neg |
CDH1 |
F499fs |
|
|
PIK3CA |
E545K, E726K |
|
|
|
TCGA-BH-A2L8 |
70-79% |
80-89% |
neg |
CDH1 |
R800fs |
|
|
PIK3CA |
G1049R |
PTEN |
S287* |
|
TCGA-BH-A18F |
pos |
pos |
neg |
CDH1 |
L581fs |
|
|
PIK3CA |
Q546K, H1047R |
|
|
|
TCGA-BH-A209 |
pos |
pos |
? |
CDH1 |
R63* |
|
|
PIK3CA |
|
|
|
ZNF791-FGFR1 |
TCGA-A2-A3KC |
90-99% |
90-99% |
neg fish |
CDH1 |
T748fs |
|
|
PIK3CA |
H1047R |
|
|
|
TCGA-AN-A03Y |
pos |
pos |
neg |
CDH1 |
R63* |
|
|
PIK3CA |
H1047R |
|
|
|
TCGA-A8-A09W |
? |
? |
? |
CDH1 |
T646_splice |
|
|
PIK3CA |
|
|
|
RB1 Y606* |
TCGA-EW-A3E8 |
? |
? |
? |
CDH1 |
I722_splice |
|
|
PIK3CA |
E545K |
|
|
|
TCGA-AO-A12G |
90-99% |
30-39% |
neg fish |
CDH1 |
16q22.1 homodel |
|
|
PIK3CA |
|
PTEN |
R47fs |
TP53 K139_P142del |
TCGA-E2-A1LG |
? |
? |
? |
CDH1 |
16q22.1 homodel |
|
|
PIK3CA |
|
|
|
TP53 I255del KMT2c W1002* FGFR1 amp PIK3R2 amp |
TCGA-A2-A25D |
? |
? |
? |
CDH1 |
16q22.1 homodel |
|
|
PIK3CA |
E110del |
|
|
|
Within TCGA dataset of PLC, we found 10 (32%) had activating ERBB2 mutations and 6 (19%) had ERBB2 amplification with two cases showing both amplification and an activating ERBB2 mutation. In total, 45% had either ERBB2 amplification and/or activating mutation including 7 cases where the receptor status was unknown. Among the ERBB2 activating mutations, the predominant hotspot was at codon 755 with 50% occurring at this location. The p.L755S missense mutation was observed in 4 of the 5 mutations at this position with one mutation being a p.L755R. Curiously, the TCGA annotation appears to have misclassified this alteration as two separate missense mutations, p.L755W and p.L755M, at the same variant allele frequency when in fact this is a dinucleotide substitution resulting in a single amino acid change. The remainder of the ERBB2 mutations identified also occurred in the protein kinase domain, with the exception of p.S305C which occurs in the extracellular domain.
Additionally, we queried TCGA data set for PIK3CA and PTEN alterations. 17/31 (55%) had hotspot mutations in PIK3CA with p.H1047R being the most common of these being found in 8 cases (47% of PIK3CA mutations). The next most frequent PIK3CA alteration was p.E545K in 4 cases (24%). 3 cases had 2 separate hotspot mutations in PIK3CA, which recent data suggests may be particularly sensitive to inhibition [16]. We correlated PIK3CA mutations with receptor status and found that 8 cases (47%) were ER/PR positive and HER2 negative, 4 cases were ER/PR/HER2 positive (24%), 1 case was ER/PR negative and HER2 positive, 1 case was ER/PR/HER2 negative, and for the cases the receptor status was unknown. 5 cases harbored PTEN alterations and in only 1 of these cases was there a coexistent PIK3CA hotspot mutation. 3 of the PTEN alterations were predicted to be inactivating (1 splice site, 1 non-sense, and 1 frameshift mutation), 1 case showed homozygous deletion of the PTEN locus, and 1 case had the well-characterized catalytically dead PTEN p.C124S that completely ablates PTEN phosphatase activity [17].
Interestingly, classic ILC in TCGA had a similar percentage overall percentage PI3K pathway alterations compared with PLC, with 38/84 cases having an activating PIK3CA alteration and 9/84 a PTEN alteration with one case showing alterations in both PIK3CA and PTEN compared. However, there were no activating ERBB2 mutations and only one case with ERBB2 amplification (1%) in the classic ILC in TCGA (Supplementary Table 2).
In total, 27 out of the 31 cases (87%) from TCGA had what would be considered a driver mutation in ERBB2 or the PIK3CA/PTEN pathway. In further examining these 4 cases without these alterations, the results for HER2 FISH or IHC were unknown for 3 (although TCGA sequencing did not report amplification of ERBB2). Astonishingly, 1 of these cases had a ZNF791-FGFR1 fusion while another case had FGFR1 and PIK3R2 amplifications.
Finally, we catalogued TP53 mutations in PLC TCGA cases and found this gene altered in 5 out of 31 cases (2 in-frame deletions in the DNA binding domain, 1 frameshift mutation in the DNA binding domain, 1 missense mutation in the tetramerization domain, and 1 truncating mutation in the tertamerization domain).
Within our in-house cases of PLC, we found 3 out of 16 (19%) had activating ERBB2 mutations and 4 (25%) had ERBB2 amplification with two cases showing both amplification and an activating ERBB2 mutation. In total, 5 (31%) had either ERBB2 amplification and/or activating mutation. Among the ERBB2 activating mutations, the predominant hotspot was again the p.L755S missense mutation which was seen in 2 of the 3 cases. The other ERBB2 mutation identified, p.E770_A771insAYVM, also occurred in the protein kinase domain (Table 3).
Table 3. Molecular alterations in 16 cases of PLC from our institution
While the next-generation sequencing panel used for the in-house did not include PTEN, it did cover AKT1 in addition to PIK3CA. 6/16 cases (38%) had PIK3CA hotspot mutations with codon 1047 again the most common (2 p.H1047R and 1 p.H1047L) (Fig. 1). In addition, 1 case was found to have the AKT1 p.E17K mutation. In correlating PIK3CA hotspot mutations with receptor status, we found that 3 cases were ER/PR positive and HER2 negative, 1 case was ER positive and PR/HER2 negative, 1 case was ER/PR negative and HER2 positive, and 1 case was ER/PR/HER2 negative.
Within the in-house PLC cases, 10/16 cases (63%) had what would be considered a driver mutation in ERBB2 or the PIK3CA/PTEN pathway.
We identified TP53 mutations in 4/16 cases (25%) with 3 being missense mutations in the DNA binding domain and 1 frameshift mutation at codon 15.