| Literature DB >> 35358259 |
Yasuko Aoyagi1,2, Yoshihito Kano1,3, Kohki Tohyama1, Shotaro Matsudera1,4,5, Yuichi Kumaki4, Kenta Takahashi6, Takahiro Mitsumura7, Yohei Harada8, Akemi Sato9, Hideaki Nakamura9, Eisaburo Sueoka9, Naoko Aragane8, Koichiro Kimura10, Iichiro Onishi11, Akira Takemoto12, Keiichi Akahoshi13, Hiroaki Ono13, Toshiaki Ishikawa4, Masanori Tokunaga2, Tsuyoshi Nakagawa4, Noriko Oshima6, Reiko Nakamura6, Masatoshi Takagi14, Takahiro Asakage15, Hiroyuki Uetake4, Minoru Tanabe13, Satoshi Miyake3, Yusuke Kinugasa2, Sadakatsu Ikeda1.
Abstract
INTRODUCTION: Clinical sequencing has provided molecular and therapeutic insights into the field of clinical oncology. However, despite its significance, its clinical utility in Japanese patients remains unknown. Here, we examined the clinical utility of tissue-based clinical sequencing with FoundationOne® CDx and FoundationOne® Heme. Between August 2018 and August 2019, 130 Japanese pretreated patients with advanced solid tumors were tested with FoundationOne® CDx or FoundationOne® Heme.Entities:
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Year: 2022 PMID: 35358259 PMCID: PMC8970371 DOI: 10.1371/journal.pone.0266112
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patients characteristics.
| Characteristics | No. of patients (%) | |
|---|---|---|
| Age at specimen exam date, years | ||
| Median(range) | 60.5 | (3–84) |
| Gender | ||
| Male | 64 | (49.2%) |
| Female | 66 | (50.8%) |
| Line of previous chemotherapy | ||
| 0 | 16 | (12.3%) |
| 1 | 27 | (20.8%) |
| ≥2 | 87 | (66.9%) |
| Type of cancer | ||
| Neuroendocrine tumor | 14 | (10.8%) |
| Pancreas cancer | 12 | (9.2%) |
| Breast cancer | 12 | (9.2%) |
| Colorectal cancer | 11 | (8.5%) |
| Head and Neck cancer | 8 | (6.2%) |
| Sarcoma | 8 | (6.2%) |
| Esophagus cancer | 7 | (5.4%) |
| CUP | 7 | (5.4%) |
| Biliary cancer | 6 | (4.6%) |
| NSCLC | 6 | (4.6%) |
| Ovary cancer | 5 | (3.8%) |
| Uterus cancer | 5 | (3.8%) |
| Urologic cancer | 3 | (2.3%) |
| Stomach cancer | 2 | (1.5%) |
| Liver cancer | 2 | (1.5%) |
| SCLC | 2 | (1.5%) |
| Other | 20 | (15.4%) |
Abbreviations: CUP, Cancer of unknown primary origin; NSCLC, Non-Small Cell Lung Cancer; SCLC, Small Cell Lung Cancer.
* Other cancers include hemangiopericytoma, chordoma, adrenal carcinoma, thymic carcinoma, peripheral schwannoma, peritoneal mesothelioma, nephroblastoma, neuroblastoma, extramammary Paget’s disease, chondrosarcoma, allantoic carcinoma, and primary intraosseous carcinoma.
Types of tests.
| Types of tests | No. of specimens submitted (%) |
|---|---|
| Foundation One® CDx | 139(87.4%) |
| Foundation One® Heme | 20(12.6%) |
| all specimens | 159(100.0%) |
*There is a discrepancy between the number of specimens and the number of patients, including patients who submitted several tests for failure reports, patients who submitted both FoundationOne® CDx and FoundationOne® Heme, and patients who submitted specimens from multiple sites (primary and metastatic).
Fig 1The most common alterations in all cancer types (N = 130).
A. The most commonly altered genes in all cancer types, seen in at least 5% of patients, were shown. The three most frequent alterations observed were TP53 (n = 72, 55.4%), CDKN2A (n = 29, 22.3%) and KRAS (24, n = 18.5%). B. The most common alterations in Neuroendocrine tumor (N = 14). C. The most common alterations in Pancreas cancer (N = 12). D. The most common alterations in Breast cancer (N = 12). E. The most common alterations in Colorectal cancer (N = 11).
Alterations and actionability in 130 patients with each cancer types.
| Cancer types | No. of individuals | No. of individuals with detectable alteration(s) (%) | No. of individuals with ≥1 alterations (%) | Median no. of alterations (range) | No. of individuals with ≥1 actionable alterations (%) | Median no. of actionable alteration(s) (range) | No. of individuals who received molecular-targeted therapy (%) |
|---|---|---|---|---|---|---|---|
| Neuroendocrine tumor | 14 | 14(100%) | 8(57.1%) | 1(0–8) | 7(50.0%) | 0(0–6) | 1(7.1%) |
| Pancreas cancer | 12 | 12(100%) | 12(100%) | 3.5(2–9) | 8(66.7%) | 2.5(1–6) | 3(25.0%) |
| Breast cancer | 12 | 12(100%) | 12(100%) | 5(1–14) | 12(100%) | 4(1–7) | 3(25.0%) |
| Colorectal cancer | 11 | 10(90.9%) | 10(90.9%) | 6.5(3–16) | 10(90.9%) | 4.5(2–8) | 4(36.4%) |
| Head and Neck cancer | 8 | 8(100%) | 8(100%) | 4.5(1–11) | 8(100%) | 4(1–6) | 2(25.0%) |
| Sarcoma | 8 | 8(100%) | 8(100%) | 5(2–9) | 8(100%) | 2.5(2–6) | 2(25.0%) |
| Esophagus cancer | 7 | 7(100%) | 7(100%) | 6(2–21) | 7(100%) | 5(2–12) | 1(14.3%) |
| CUP | 7 | 7(100%) | 7(100%) | 8(3–13) | 7(100%) | 5(2–10) | 3(42.9%) |
| Biliary cancer | 6 | 6(100%) | 6(100%) | 2.5(1–6) | 6(100%) | 2(1–4) | 0(0%) |
| NSCLC | 6 | 4(66.7%) | 4(66.7%) | 6.5(2–10) | 4(66.7%) | 5.5(1–8) | 1(16.7%) |
| Ovary cancer | 5 | 5(100%) | 5(100%) | 6(1–8) | 5(100%) | 5(1–5) | 1(20.0%) |
| Uterus cancer | 5 | 5(100%) | 5(100%) | 2(1–7) | 5(100%) | 1(1–6) | 2(40.0%) |
| Urologic cancer | 3 | 3(100%) | 3(100%) | 2(2–8) | 3(100%) | 2(1–8) | 0(0%) |
| Stomach cancer | 2 | 2(100%) | 2(100%) | 5(3–7) | 2(100%) | 2(2) | 0(0%) |
| Liver cancer | 2 | 2(100%) | 2(100%) | 4.5(4–5) | 2(100%) | 4(4) | 0(0%) |
| SCLC | 2 | 1(50%) | 1(50.0%) | 3(3) | 1(50.0%) | 2(2) | 1(50.0%) |
| Other | 20 | 17(85%) | 17(85.0%) | 2(1–11) | 15(75.0%) | 2(0–9) | 5(25.0%) |
| All | 130 | 123(94.6%) | 117(90.0%) | 4(0–21) | 114(87.7%) | 3(0–12) | 29(22.3%) |
*without VUS (variants of unknown significance).
Fig 2Flowchart of actionability of 130 patients.
123 (94.6%) of 130 patients had detectable alteration(s). There were 114 (87.7%) patients with at least one actionable alteration. 29 (22.3%) patients received the treatment corresponding to the gene alteration.
Fig 3Levels of evidence defined by C-CAT.
Alterations with evidence level D or higher were detected in 94 (72.3%) of 130 patients.
Extended information in 130 patients with each cancer types.
| Cancer types | No. of individuals | Median TMB | No. of individuals with TMB ≥10 (%) | No. of individuals with MS | No. of individuals with ≥1 clinical trial options (%) |
|---|---|---|---|---|---|
| Neuroendocrine tumor | 14 | 1(0–6) | 0(0%) | 0(0%) | 6(42.9%) |
| Pancreas cancer | 12 | 3(0–6) | 0(0%) | 0(0%) | 8(66.7%) |
| Breast cancer | 12 | 2.5(0–9) | 0(0%) | 0(0%) | 11(91.7%) |
| Colorectal cancer | 11 | 3.5(0–11) | 1(9.1%) | 0(0%) | 10(90.9%) |
| Head and Neck cancer | 8 | 5.5(1–34) | 1(12.5%) | 0(0%) | 8(100%) |
| Sarcoma | 8 | 2.5(1–13) | 2(25.0%) | 0(0%) | 6(75.0%) |
| Esophagus cancer | 7 | 4(3–14) | 1(14.3%) | 0(0%) | 6(85.7%) |
| CUP | 7 | 14(3–29) | 4(57.1%) | 1(14.3%) | 5(71.4%) |
| Biliary cancer | 6 | 4(3–9) | 0(0%) | 0(0%) | 4(66.7%) |
| NSCLC | 6 | 2.5(0–10) | 1(16.7%) | 0(0%) | 4(66.7%) |
| Ovary cancer | 5 | 4(0–14) | 1(20.0%) | 0(0%) | 5(100%) |
| Uterus cancer | 5 | 3(3–8) | 0(0%) | 0(0%) | 4(80.0%) |
| Urologic cancer | 3 | 3(0–23) | 1(33.3%) | 0(0%) | 3(100%) |
| Stomach cancer | 2 | 5(5) | 0(0%) | 0(0%) | 1(50.0%) |
| Liver cancer | 2 | 4.5(4–5) | 0(0%) | 0(0%) | 2(100%) |
| SCLC | 2 | 9(9) | 0(0%) | 0(0%) | 0(0%) |
| Other | 20 | 3.5(0–9) | 0(0%) | 0(0%) | 10(50.0%) |
| All | 130 | 4(0–34) | 12(9.2%) | 1(0.8%) | 97(74.6%) |
*Tumor mutation burden: without cannot determined patients.
**Microsatellite status.
Patients who received the treatment corresponding to the gene alteration.
| No. | diagnosis | Age (years) | Gender | Lines of previous CTx | Targeted gene aberration | Drug | Category |
|---|---|---|---|---|---|---|---|
| 1 | Breast cancer | 60 | F | 6 | Palbociclib | Approved | |
| 2 | Breast cancer | 43 | F | 11 | Everolimus | Approved | |
| 3 | Breast cancer | 43 | F | 6 | Combination of TAS-117 and TAS120 | Investigational | |
| 4 | Colorectal cancer | 65 | M | 7 | Wnt inhibitor | Investigational | |
| 5 | Colorectal cancer | 70 | F | 5 | mTOR inhibitor | Investigational | |
| 6 | Colorectal cancer | 71 | F | 4 | Regorafenib | Approved | |
| 7 | Small intestinal cancer | 66 | M | 2 | β-catenin inhibitor | Investigational | |
| 8 | Esophageal cancer | 64 | M | 0 | TMB high | Pembrolizumab | Off-label |
| 9 | Sarcoma of the esophagus | 63 | F | 0 | TMB high | Nivolumab | Approved |
| 10 | Uterine sarcoma | 58 | F | 3 | IP(Ifomide, CDDP and Mesna) | Approved | |
| 11 | Cervical cancer | 55 | F | 4 | ATR inhibitor | Investigational | |
| 12 | Cervical cancer | 79 | F | 1 | 1) CBDCA, 2) Olaparib | Approved | |
| 13 | Ovarian cancer | 72 | F | 4 | CDDP | Approved | |
| 14 | Tongue cancer | 63 | M | 2 | Nivolumab | Approved | |
| 15 | Maxillary cancer | 50 | M | 0 | TMB high | Nivolumab | Approved |
| 16 | Pancreatic cancer | 64 | M | 3 | Copanlicib | Off-label | |
| 17 | Pancreatic cancer | 43 | M | 3 | Combination of Trametinib and Hydroxychlorquine | Off-label | |
| 18 | Pancreatic cancer | 72 | F | 3 | FOLFOX | Approved | |
| 19 | Small-cell lung cancer | 63 | M | 1 | TMB 9 muts/Mb | Nivolumab | Off-lavel |
| 20 | Lung adenocarcinoma | 70 | F | 12 | Afatinib | Approved | |
| 21 | Duodenal neuroendocrine tumor | 58 | F | 6 | Olaparib | Off-label | |
| 22 | Hemangiopericytoma | 56 | F | 0 | Pazopanib | Approved | |
| 23 | Urachal cancer | 40 | M | 1 | Combination of Pertuzumab and Trastuzumab | Investigational | |
| 24 | Malignant peripheral nerve sheath tumor | 63 | F | 1 | TMB 9 muts/Mb, | Pembrolizumab | Approved |
| 25 | Nephroblastoma | 9 | M | 4 | Olaparib | Investigational | |
| 26 | Extramammary Paget’s disease | 55 | M | 1 | Combination of Pertuzumab and Trastuzumab | Investigational | |
| 27 | Cancer of unknown primary origin | 70 | F | 1 | Combination of Pertuzumab and Trastuzumab | Investigational | |
| 28 | Cancer of unknown primary origin | 58 | M | 1 | MSI high, TMB high | Pembrolizumab | Approved |
| 29 | Cancer of unknown primary origin | 72 | F | 1 | Olaparib | Approved |
TMB more than 10 muts/Mb is defined as TMB-high.
†: PD-L1 TPS was measured as an optional service of FoundationOne® CDx.
§: A case with EGFR uncommon alterations which were not detected by the initial PNA LNA PCR-Clamp method, but were able to be detected by FoudantionOne® CDx. [6].
||: Although reported as VUS in the FoundationOne® Heme report, a preclinical study has shown the sensitivity of PARP inhibitor to this alteration (ATM p.K2749I) [7].
Fig 4Outcome of patients with suspected secondary findings.
Of the 130 patients, 13 (10%) were suspected of having a hereditary tumor. Only 1 patient (0.8%) reached a definite diagnosis for it.